Optimal Maize Loci

Abstract
As disclosed herein, optimal native genomic loci have been identified in monocot plants, such as maize plants, that represent best sites for targeted insertion of exogenous sequences.
Description
REFERENCE TO SEQUENCE LISTING SUBMITTED ELECTRONICALLY

The official copy of the sequence listing is submitted electronically via EFS-Web as an ASCII formatted sequence listing with a file named “232293_SeqList_ST25.txt”, created on Oct. 30, 2014, and having a size of 13 megabytes and is filed concurrently with the specification. The sequence listing contained in this ASCII formatted document is part of the specification and is herein incorporated by reference in its entirety.


REFERENCE TO TABLE LISTING SUBMITTED ELECTRONICALLY

The official copy of the table listing is submitted electronically via EFS-Web as a .PDF formatted table listing with a file named “Table3”, created on Nov. 4, 2013, and having a size of 8 megabytes and is filed concurrently with the specification. The table listing contained in this .PDF formatted document is part of the specification and is herein incorporated by reference in its entirety.


BACKGROUND

The genome of numerous types of monocot plants was successfully transformed with transgenes in the early 1990's. Over the last twenty years, numerous methodologies have been developed for transforming the genome of monocot plants, for example wherein a transgene is stably integrated into the genome of monocot plants such as maize plants. This evolution of monocot transformation methodologies has resulted in the capability to successfully introduce a transgene comprising an agronomic trait within the genome of monocot plants such as maize plants. The introduction of insect resistance and herbicide tolerant traits within monocot plants in the late-1990's provided producers with a new and convenient technological innovation for controlling insects and a wide spectrum of weeds, which was unparalleled in cultivation farming methods. Currently, transgenic monocot plants, for example maize plants, are commercially available throughout the world, and new transgenic products such as Enlist™ Corn offer improved solutions for ever-increasing weed challenges. The utilization of transgenic monocot plants, like maize plants, in modern agronomic practices would not be possible, but for the development and improvement of transformation methodologies.


However, current transformation methodologies rely upon the random insertion of transgenes within the genome of monocot plants. Reliance on random insertion of genes into a genome has several disadvantages. The transgenic events may randomly integrate within gene transcriptional sequences, thereby interrupting the expression of endogenous traits and altering the growth and development of the plant. In addition, the transgenic events may indiscriminately integrate into locations of the genome of monocot plants, like maize plants, that are susceptible to gene silencing, culminating in the reduced or complete inhibition of transgene expression either in the first or subsequent generations of transgenic plants. Finally, the random integration of transgenes within the genome requires considerable effort and cost in identifying the location of the transgenic event and selecting transgenic events that perform as designed without agronomic impact to the plant. Novel assays must be continually developed to determine the precise location of the integrated transgene for each transgenic event, such as a maize plant. The random nature of plant transformation methodologies results in a “position-effect” of the integrated transgene, which hinders the effectiveness and efficiency of transformation methodologies.


Targeted genome modification of plants has been a long-standing and elusive goal of both applied and basic research. Targeting genes and gene stacks to specific locations in the genome of monocot plants, such as maize plants, will improve the quality of transgenic events, reduce costs associated with production of transgenic events and provide new methods for making transgenic plant products such as sequential gene stacking. Overall, targeting trangenes to specific genomic sites is likely to be commercially beneficial. Significant advances have been made in the last few years towards development of methods and compositions to target and cleave genomic DNA by site specific nucleases (e.g., Zinc Finger Nucleases (ZFNs), Meganucleases, Transcription Activator-Like Effector Nucelases (TALENS) and Clustered Regularly Interspaced Short Palindromic Repeats/CRISPR-associated nuclease (CRISPR/Cas) with an engineered crRNA/tracr RNA), to induce targeted mutagenesis, induce targeted deletions of cellular DNA sequences, and facilitate targeted recombination of an exogenous donor DNA polynucleotide within a predetermined genomic locus. See, for example, U.S. Patent Publication No. 20030232410; 20050208489; 20050026157; 20050064474; and 20060188987, and International Patent Publication No. WO 2007/014275, the disclosures of which are incorporated by reference in their entireties for all purposes. U.S. Patent Publication No. 20080182332 describes use of non-canonical zinc finger nucleases (ZFNs) for targeted modification of plant genomes and U.S. Patent Publication No. 20090205083 describes ZFN-mediated targeted modification of a plant EPSPs genomic locus. Current methods for targeted insertion of exogenous DNA typically involve co-transformation of plant tissue with a donor DNA polynucleotide containing at least one transgene and a site specific nuclease (e.g., ZFN) which is designed to bind and cleave a specific genomic locus of an actively transcribed coding sequence. This causes the donor DNA polynucleotide to stably insert within the cleaved genomic locus resulting in targeted gene addition at a specified genomic locus comprising an actively transcribed coding sequence.


An alternative approach is to target the transgene to preselected target nongenic loci within the genome of monocot plants, such as maize plants. In recent years, several technologies have been developed and applied to plant cells for the targeted delivery of a transgene within the genome of monocot plants like maize plants. However, much less is known about the attributes of genomic sites that are suitable for targeting. Historically, non-essential genes and pathogen (viral) integration sites in genomes have been used as loci for targeting. The number of such sites in genomes is rather limiting and there is therefore a need for identification and characterization of targetable optimal genomic loci that can be used for targeting of donor polynucleotide sequences. In addition to being amenable to targeting, optimal genomic loci are expected to be neutral sites that can support transgene expression and breeding applications. A need exists for compositions and methods that define criteria to identify optimal nongenic loci within the genome of monocot plants, like maize plants, for targeted transgene integration.


SUMMARY

One embodiment of the present disclosure is directed to methods of identifying optimal sites in the maize genome for the insertion of exogenous sequences. There is documentation in the literature that suggests that plant chromosomal regions are targetable and support expression. Applicants have constructed a set of criteria for identifying regions of native maize genomic sequences that are optimal sites for site directed targeted insertion. More particularly, in accordance with one embodiment, an optimal locus should be nongenic, targetable, support gene expression, agronomically neutral, and have evidence of recombination. As disclosed herein, applicants have discovered a number of loci in the maize genome that meet these criteria and thus represent optimal sites for the insertion of exogenous sequences.


In accordance with one embodiment a recombinant maize sequence is disclosed herein wherein the recombinant sequence comprises a nongenic maize genomic sequence of at least 1 Kb, and a DNA of interest, wherein the nongenic maize genomic sequence has been modified by the insertion of the DNA of interest. In one embodiment the native nongenic maize sequence is hypomethylated, expressable, exemplifies evidence of recombination and is located in proximal location to a genic region in the maize genome. In one embodiment the nongenic sequence has a length ranging from about 1 Kb to about 8.3 Kb. In one embodiment the DNA of interest comprises exogenous DNA sequences, including for example regulatory sequences, restriction cleavage sites, RNA encoding regions or protein encoding regions. In one embodiment the DNA of interest comprises a gene expression cassette comprising one or more transgenes.


In accordance with one embodiment a recombinant sequence is provided comprising an optimal nongenic maize genomic sequence of about 1 Kb to about 9 Kb and a DNA of interest wherein the nongenic maize genomic sequence has 1, 2, 3, 4 or 5 of the following properties or characteristics:


a) has a known or predicted maize coding sequence within 40 Kb of said maize genomic sequence;


b) has a sequence comprising a 2 Kb upstream and/or 1 Kb downstream of a known maize gene within 40 Kb of one end of said maize genomic sequence;


c) does not contain greater than 1% DNA methylation within the maize genomic sequence;


d) does not contain a 1 Kb sequence having greater than 40% sequence identity to any other sequence within the maize genome; and


e) exemplifies evidence of recombination at a recombination frequency of greater than 0.00041 cM/Mb.


In accordance with one embodiment a maize plant, maize plant part, or maize plant cell is provided, comprising a DNA of interest inserted into an identified and targeted nongenic maize genomic sequence of the maize plant, maize plant part, or maize plant cell. In one embodiment the nongenic maize genomic sequence of the maize plant, maize plant part, or maize plant cell is hypomethylated, expressable, exemplifies evidence of recombination and is located in proximal location to a genic region in the maize genome. In one embodiment the nongenic maize genomic sequence of the maize plant, maize plant part, or maize plant cell is about 1 Kb to about 9 Kb in length, is hypomethylated and has 1, 2, 3, 4 or 5 of the following properties or characteristics:


a) has a known or predicted maize coding sequence within 40 Kb of said maize genomic sequence;


b) has a sequence comprising a 2 Kb upstream and/or 1 Kb downstream of a known maize gene within 40 Kb of one end of said maize genomic sequence;


c) does not contain greater than 1% DNA methylation within the maize genomic sequence;


d) does not comprise a 1 Kb sequence having greater than 40% sequence identity to any other sequence within the maize genome; and


e) exemplifies evidence of recombination at a recombination frequency of greater than 0.00041 cM/Mb.


In one embodiment a method of making a transgenic plant cell comprising a DNA of interest targeted to a nongenic maize genomic sequence is provided, the method comprising:


a) selecting an optimal nongenic maize genomic locus;


b) introducing a site specific nuclease into a plant cell, wherein the site specific nuclease cleaves said nongenic sequence;


c) introducing the DNA of interest into the plant cell;


d) targeting the DNA of interest into said nongenic sequence, wherein the cleavage of said nongenic sequence stimulates integration of the polynucleotide sequence into said nongenic sequence; and


e) selecting transgenic plant cells comprising the DNA of interest targeted to said nongenic sequence.


In accordance with one embodiment the selected nongenic sequence comprises 2, 3, 4, 5, 6, 7 or 8 of the following characteristics:


a) the nongenic sequence does not contain a methylated polynucleotide;


b) the nongenic sequence exhibits a 0.00041 to 62.42 cM/Mb rate of recombination within the maize genome;


c) the nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the maize genome;


d) the nongenic sequence shares less than 40% sequence identity with any other 1 Kb sequence contained in the maize genome;


e) the nongenic sequence has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a maize chromosomal centromere;


f) the nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;


g) the nongenic sequence is located proximally to a genic sequence; and,


h) a 1 Mb region of maize genomic sequence comprising said nongenic sequence, comprises one or more nongenic sequences.


An embodiment of the present disclosure is directed to methods of identifying a nongenic maize genomic sequence, comprising the steps of:


a) identifying maize genomic sequences of at least 1 Kb in length that do not contain greater than a 1% level of methylation to generate a first pool of sequences;


b) eliminating any maize genomic sequences that encode maize transcripts from the first pool of sequences;


c) eliminating any maize genomic sequences that do not provide evidence of recombination from the first pool of sequences;


d) eliminating any maize genomic sequences that comprise a 1 Kb sequence that shares 40% or higher sequence identity with another 1 Kb sequence contained in the maize genome from the first pool of sequences;


e) eliminating any maize genomic sequence that do not have a known maize gene within 40 Kb of the identified sequence from the first pool of sequences; and,


f) identifying the remaining maize genomic sequences in the pool of sequences as nongenic maize genomic sequence. Once the sequences have been identified they can be manipulated using recombinant techniques to target the insertion of nucleic acid sequences not found in the loci in the native genome.


In accordance with an embodiment, any maize genomic sequences that do not have a known maize gene, or at least a 2 Kb upstream or 1 Kb downstream sequence of a known gene located within 40 Kb of the maize genomic sequence are eliminated from the pool of nongenic maize genomic sequences.


In accordance with an embodiment, any maize genomic sequences that do not have a gene expressing a maize protein located within 40 Kb of the maize genomic sequence are eliminated from the pool of nongenic maize genomic sequences.


In accordance with one embodiment a purified maize polynucleotide sequence is disclosed herein wherein the purified sequence comprises a nongenic maize genomic sequence of at least 1 Kb. In one embodiment the nongenic maize sequence is hypomethylated, expressable, exemplifies evidence of recombination and is located in proximal location to a genic region in the maize genome. In one embodiment the nongenic sequence has a length ranging from about 1 Kb to about 4.3 Kb. In one embodiment the DNA of interest comprises exogenous DNA sequences, including for example regulatory sequences, restriction cleavage sites, RNA encoding regions or protein encoding regions. In one embodiment the DNA of interest comprises a gene expression cassette comprising one or more transgenes.


In accordance with one embodiment a purified maize polynucleotide sequence is provided comprising an optimal nongenic maize genomic sequence of about 1 Kb to about 4.3 Kb and a DNA of interest wherein the nongenic maize genomic sequence has 1, 2, 3, 4 or 5 of the following properties or characteristics:


a) has a known or predicted maize coding sequence within 40 Kb of said maize genomic sequence;


b) has a sequence comprising a 2 Kb upstream and/or 1 Kb downstream of a known maize gene within 40 Kb of one end of said maize genomic sequence;


c) does not contain a methylated polynucleotide;


d) does not contain a 1 Kb sequence having greater than 40% sequence identity to any other sequence within the maize genome; and


e) exemplifies evidence of recombination at a recombination frequency of greater than 0.00041 cM/Mb.


In accordance with one embodiment, a purified maize polynucleotide sequence is provided comprising a selected nongenic sequence. The selected nongenic sequence comprises 2, 3, 4, 5, 6, 7 or 8 of the following characteristics:


a) the nongenic sequence does not contain a methylated polynucleotide;


b) the nongenic sequence exhibits a 0.00041 to 62.42 cM/Mb cM/Mb rate of recombination within the maize genome;


c) the nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the maize genome;


d) the nongenic sequence shares less than 40% sequence identity with any other 1 Kb sequence contained in the maize genome;


e) the nongenic sequence has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a maize chromosomal centromere;


f) the nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;


g) the nongenic sequence is located proximally to a genic sequence; and,


h) a 1 Mb region of maize genomic sequence comprising said nongenic sequence, comprises one or more nongenic sequences.


In accordance with an embodiment, any maize genomic sequences that do not provide evidence of recombination at a recombination frequency of greater than 0.00041 cM/Mb are eliminated from the pool of nongenic maize genomic sequences.


In accordance with one embodiment the selected nongenic sequence comprise the following characteristics:


a) the nongenic sequence does not contain greater than 1% DNA methylation within the sequence


b) the nongenic sequence has a relative location value from 0.0984 to 0.973 ratio of genomic distance from a maize chromosomal centromere;


c) the nongenic sequence has a guanine/cytosine percent content range of 34.38 to 61.2%; and,


d) the nongenic sequence is from about 1 Kb to about 4.9 Kb in length.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1. Illustrates a screen-shot sample of a wiggle plot for the DNA methylation profile of root and shoot tissues obtained from Zea mays c.v. B73 chromosome number 1.



FIG. 2. Illustrates a distribution of the polynucleotide sequence lengths of the resulting hypomethylated genomic locations of the Zea mays c.v. B73 genome.



FIG. 3. Represents a three dimensional graph of the 5,286 optimal maize loci. The Principal Component Analysis (PCA) statistical approach was used to cluster the set of 5,286 identified optimal genomic loci into 32 distinct clusters based on their feature values (see Example 1). During the PCA process, five principal components (PC) were generated, with the top three PCs containing about 90% of the total variation in the dataset. These top three PCAs were used to graphically represent the 32 clusters in a three dimensional plot as shown in FIG. 3.



FIG. 4. Provides a schematic drawing indicating the chromosomal distribution of the 81 optimal genomic loci, and their relative positions on the maize chromosomes.



FIG. 5. Provides a graph showing the coverage of the 72 optimal genomic loci within Zea mays c.v. B104 and c.v.Hi-II genomic databases that were selected for targeting validation.



FIG. 6. Provides a schematic drawing indicating the Zea mays chromosomal location of 72 optimal genomic loci selected for targeting validation.



FIG. 7. Provides a plasmid map of pDAB111845 (SEQ ID NO:5418). The numbered elements (i.e., 5, 7, 8, 9, 10, 11, 12, 15, 16, 25, and 26) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette.



FIG. 8. Representation of the universal donor polynucleotide sequence for integration via non-homologous end joining (NHEJ). Two proposed vectors are provide wherein a DNA of interest (DNA X) comprises one or more (i.e., “1-N”) zinc finger binding sites (ZFN BS) at either end of the DNA of interest. Vertical arrows show unique restriction sites and horizontal arrows represent potential PCR primer sites.



FIG. 9. Representation of the universal donor polynucleotide sequence for integration via homologous-directed repair (HDR). A DNA of interest (DNA X) comprising two regions of homologous sequences (HA) flanking the DNA of interest with zinc finger nuclease binding sites (ZFN) bracketing the DNAX and HA sequences. Vertical arrows show unique restriction sites and horizontal arrows represent potential PCR primer sites.



FIG. 10A-10C. Illustrates the constructs used for targeting and validation of the universal donor polynucleotide system integration within the Zea mays optimal genomic loci targeting and validation. FIG. 10A) ZFN design space with location of the ZFN pairs as previously shown in pDAB111845 of FIG. 5. The ZFN pairs are labeled numerically and correspond with specific ZFN binding sequences that are specifically recognized by ZFN proteins for binding and cleavage. FIG. 10B) Configuration of the ZFN protein expression construct. The ZFN expression construct contains a constitutive plant promoter (Zm Ubil) which is used to drive expression of the ZFN protein. The ZFN protein contains the nuclear localization sequence (NLS), the zinc finger proteins (ZFP-L and ZFP-R, where L indicates left hand binding ZFN protein and R indicates right hand binding protein), Fok-1 endonuclease (Fok1) and the self-hydrolyzing 2A (2A). FIG. 10C) universal donor polynucleotide for NHEJ mediated targeting of Zea mays optimal genomic loci. Z1-Z6 represent ZFN binding sites specific for a Zea mays optimal genomic loci target. The number of ZFN sites can vary from 3-6. Vertical arrows show unique restriction sites and horizontal arrows represent potential PCR primer sites. The universal donor polynucleotide system is a short (110 bp) sequence that is common to donors used for integration within Zea mays optimal genomic loci.



FIG. 11. Plasmid map of pDAB8393.



FIG. 12. ZFN cleavage activity at Zea mays selected genomic loci targets. Cleavage activity is represented as number of sequences with indels (insertions and deletions) at the ZFN cleavage site per 1 million high quality reads.



FIG. 13. Validation of Zea mays selected genomic loci targets using NHEJ based Rapid Targeting Analysis (RTA) method.



FIGS. 14 & 14B. Plasmid constructs transformed into Zea mays via random integration that comprise the events used for flanking sequence analysis and transgene expression studies. FIG. 14 represents the insertion of pDAB105817, a 1871 bp fragment; FIG. 14B represents the insertion of a 6128 pb fragment of pEPS105817.



FIG. 15. Plasmid map of pDAB111846 (SEQ ID NO:5419). The numbered elements (i.e., 1, 2, 5, 6, 11, 12, 15, 16, 21, 22, 29 and 30) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette.



FIG. 16. Plasmid map of pDAB117415 (SEQ ID NO:5420). The numbered elements (i.e., ZFN51 and ZFN52) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).



FIG. 17. Plasmid map of pDAB117416 (SEQ ID NO:5421). The numbered elements (i.e., ZFN54 and ZFN53) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).



FIG. 18. Plasmid map of pDAB117417 (SEQ ID NO:5422). The numbered element (i.e., ZFN55) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).



FIG. 19. Plasmid map of pDAB117419 (SEQ ID NO:5423). The numbered elements (i.e., ZFN59 and ZFN60) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).



FIG. 20. Plasmid map of pDAB117434 (SEQ ID NO:5424). The numbered elements (i.e., ZFN66, ZFN67, ZFN68 and ZFN69) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).



FIG. 21. Plasmid map of pDAB117418 (SEQ ID NO:5425). The numbered elements (i.e., ZFN56, ZFN57, and ZFN58) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).



FIG. 22. Plasmid map of pDAB117420 (SEQ ID NO:5426). The numbered elements (i.e., ZFN61 and ZFN62) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly). FIG. 23. Plasmid map of pDAB117421 (SEQ ID NO:5427). The numbered elements (i.e., PPL17 Pair 3, PPL17 Pair 1, and PPL17 Pair2) correspond with zinc finger nuclease binding sequences of about 20 to 35 base pairs in length that are recognized and cleaved by corresponding zinc finger nuclease proteins. These zinc finger binding sequences and the annotated “UZI Sequence” (which is a 100-150 bp template region containing restriction sites and DNA sequences for primer design or coding sequences) comprise the universal donor cassette. Further included in this plasmid design is the “104113 Overlap” which are sequences that share homology to the plasmid vector for high throughput assembly of the universal donor cassettes within a plasmid vector (i.e., via Gibson assembly).





DETAILED DESCRIPTION
Definitions

In describing and claiming the invention, the following terminology will be used in accordance with the definitions set forth below.


The term “about” as used herein means greater or lesser than the value or range of values stated by 10 percent, but is not intended to designate any value or range of values to only this broader definition. Each value or range of values preceded by the term “about” is also intended to encompass the embodiment of the stated absolute value or range of values.


As used herein, the term “plant” includes a whole plant and any descendant, cell, tissue, or part of a plant. The term “plant parts” include any part(s) of a plant, including, for example and without limitation: seed (including mature seed and immature seed); a plant cutting; a plant cell; a plant cell culture; a plant organ (e.g., pollen, embryos, flowers, fruits, shoots, leaves, roots, stems, and explants). A plant tissue or plant organ may be a seed, callus, or any other group of plant cells that is organized into a structural or functional unit. A plant cell or tissue culture may be capable of regenerating a plant having the physiological and morphological characteristics of the plant from which the cell or tissue was obtained, and of regenerating a plant having substantially the same genotype as the plant. In contrast, some plant cells are not capable of being regenerated to produce plants. Regenerable cells in a plant cell or tissue culture may be embryos, protoplasts, meristematic cells, callus, pollen, leaves, anthers, roots, root tips, silk, flowers, kernels, ears, cobs, husks, or stalks.


Plant parts include harvestable parts and parts useful for propagation of progeny plants. Plant parts useful for propagation include, for example and without limitation: seed; fruit; a cutting; a seedling; a tuber; and a rootstock. A harvestable part of a plant may be any useful part of a plant, including, for example and without limitation: flower; pollen; seedling; tuber; leaf; stem; fruit; seed; and root.


A plant cell is the structural and physiological unit of the plant. Plant cells, as used herein, includes protoplasts and protoplasts with a cell wall. A plant cell may be in the form of an isolated single cell, or an aggregate of cells (e.g., a friable callus and a cultured cell), and may be part of a higher organized unit (e.g., a plant tissue, plant organ, and plant). Thus, a plant cell may be a protoplast, a gamete producing cell, or a cell or collection of cells that can regenerate into a whole plant. As such, a seed, which comprises multiple plant cells and is capable of regenerating into a whole plant, is considered a “plant part” in embodiments herein.


The term “protoplast”, as used herein, refers to a plant cell that had its cell wall completely or partially removed, with the lipid bilayer membrane thereof naked. Typically, a protoplast is an isolated plant cell without cell walls which has the potency for regeneration into cell culture or a whole plant.


As used herein the terms “native” or “natural” define a condition found in nature. A “native DNA sequence” is a DNA sequence present in nature that was produced by natural means or traditional breeding techniques but not generated by genetic engineering (e.g., using molecular biology/transformation techniques).


As used herein, “endogenous sequence” defines the native form of a polynucleotide, gene or polypeptide in its natural location in the organism or in the genome of an organism.


The term “isolated” as used herein means having been removed from its natural environment.


The term “purified”, as used herein relates to the isolation of a molecule or compound in a form that is substantially free of contaminants normally associated with the molecule or compound in a native or natural environment and means having been increased in purity as a result of being separated from other components of the original composition. The term “purified nucleic acid” is used herein to describe a nucleic acid sequence which has been separated from other compounds including, but not limited to polypeptides, lipids and carbohydrates.


The terms “polypeptide”, “peptide” and “protein” are used interchangeably to refer to a polymer of amino acid residues. The term also applies to amino acid polymers in which one or more amino acids are chemical analogues or modified derivatives of a corresponding naturally-occurring amino acids.


As used herein the terms “optimal monocot genomic loci”, “optimal nongenic monocot loci”, “optimal nongenic loci”, or “optimal genomic loci (OGL)” are used interchangably to designate a native DNA sequence found in the nuclear genome of a monocot plant that has the following properties: nongenic, hypomethylated, targetable, and in proximal location to a genic region, wherein the genomic region around the optimal monocot genomic loci exemplifies evidence of recombination.


As used herein the terms “optimal maize genomic loci”, “optimal nongenic maize loci”, “optimal nongenic loci”, or “optimal genomic loci (OGL)” are used interchangably to designate a native DNA sequence found in the nuclear genome of a maize plant that has the following properties: nongenic, hypomethylated, targetable, and in proximal location to a genic region, wherein the genomic region around the optimal maize genomic loci exemplifies evidence of recombination.


As used herein, a “nongenic monocot sequence” or “nongenic monocot genomic sequence” is a native DNA sequence found in the nuclear genome of a monocot plant, having a length of at least 1 Kb, and devoid of any open reading frames, gene sequences, or gene regulatory sequences. Furthermore, the nongenic monocot sequence does not comprise any intron sequence (i.e., introns are excluded from the definition of nongenic). The nongenic sequence cannot be transcribed or translated into protein. Many plant genomes contain nongenic regions. As much as 95% of the genome can be nongenic, and these regions may be comprised of mainly repetitive DNA.


As used herein, a “nongenic maize sequence” or “nongenic maize genomic sequence” is a native DNA sequence found in the nuclear genome of a maize plant, having a length of at least 1 Kb, and devoid of any open reading frames, gene sequences, or gene regulatory sequences. Furthermore, the nongenic maize sequence does not comprise any intron sequence (i.e., introns are excluded from the definition of nongenic). The nongenic sequence cannot be transcribed or translated into protein. Many plant genomes contain nongenic regions. As much as 95% of the genome can be nongenic, and these regions may be comprised of mainly repetitive DNA.


As used herein, a “genic region” is defined as a polynucleotide sequence that comprises an open reading frame encoding an RNA and/or polypeptide. The genic region may also encompass any identifiable adjacent 5′ and 3′ non-coding nucleotide sequences involved in the regulation of expression of the open reading frame up to about 2 Kb upstream of the coding region and 1 Kb downstream of the coding region, but possibly further upstream or downstream. A genic region further includes any introns that may be present in the genic region. Further, the genic region may comprise a single gene sequence, or multiple gene sequences interspersed with short spans (less than 1 Kb) of nongenic sequences.


As used herein a “nucleic acid of interest”, “DNA of interest”, or “donor” is defined as a nucleic acid/DNA sequence that has been selected for site directed, targeted insertion into the monocot or maize genome. A nucleic acid of interest can be of any length, for example between 2 and 50,000 nucleotides in length (or any integer value therebetween or thereabove), preferably between about 1,000 and 5,000 nucleotides in length (or any integer value therebetween). A nucleic acid of interest may comprise one or more gene expression cassettes that further comprise actively transcribed and/or translated gene sequences. Conversely, the nucleic acid of interest may comprise a polynucleotide sequence which does not comprise a functional gene expression cassette or an entire gene (e.g., may simply comprise regulatory sequences such as a promoter), or may not contain any identifiable gene expression elements or any actively transcribed gene sequence. The nucleic acid of interest may optionally contain an analytical domain. Upon insertion of the nucleic acid of interest into the monocot or maize genome, the inserted sequences are referred to as the “inserted DNA of interest”. Further, the nucleic acid of interest can be DNA or RNA, can be linear or circular, and can be single-stranded or double-stranded. It can be delivered to the cell as naked nucleic acid, as a complex with one or more delivery agents (e.g., liposomes, poloxamers, T-strand encapsulated with proteins, etc.,) or contained in a bacterial or viral delivery vehicle, such as, for example, Agrobacterium tumefaciens or an adenovirus or an adeno-associated Virus (AAV), respectively.


As used herein the term “analytical domain” defines a nucleic acid sequence that contains functional elements that assist in the targeted insertion of nucleic acid sequences. For example, an analytical domain may contain specifically designed restriction enzyme sites, zinc finger binding sites, engineered landing pads or engineered transgene integration platforms and may or may not comprise gene regulatory elements or an open reading frame. See, for example, U.S. Patent Publication No 20110191899, incorporated herein by reference in its entirety.


As used herein the term “selected monocot sequence” defines a native genomic DNA sequence of a monocot plant that has been chosen for analysis to determine if the sequence qualifies as an optimal nongenic monocot genomic loci.


As used herein the term “selected maize sequence” defines a native genomic DNA sequence of maize that has been chosen for analysis to determine if the sequence qualifies as an optimal nongenic maize genomic loci.


As used herein, the term “hypomethylation” or “hypomethylated”, in reference to a DNA sequence, defines a reduced state of methylated DNA nucleotide residues in a given sequence of DNA. Typically, the decreased methylation relates to the number of methylated adenine or cytosine residues, relative to the average level of methylation found in nongenic sequences present in the genome of a maize or monocot plant.


As used herein a “targetable sequence” is a polynucleotide sequence that is sufficiently unique in a nuclear genome to allow site specific, targeted insertion of a nucleic acid of interest into one specific sequence.


As used herein the term “non-repeating” sequence is defined as a sequence of at least 1 Kb in length that shares less than 40% identity to any other sequence within the genome of a monocot plant or the genome of Zea mays. Calculations of sequence identity can be determined using any standard technique known to those skilled in the art including, for example, scanning a selected genomic sequence against the monocot genome, e.g., Zea mays c.v. B73 genome, using a BLAST™ based homology search using the NCBI BLAST™ software (version 2.2.23) run using the default parameter settings (Stephen F. Altschul et al (1997), “Gapped BLAST and PSI-BLAST: a new generation of protein database search programs”, Nucleic Acids Res. 25:3389-3402). For example, as the selected maize sequences (from the Zea mays c.v. B73 genome) were analyzed, the first BLAST™ hit identified from such a search represents the monocot sequence, e.g., Zea mays c.v. B73 sequence, itself. The second BLAST™ hit for each selected maize sequence was identified and the alignment coverage (represented as the percent of the selected maize sequence covered by the BLAST™ hit) of the hit was used as a measure of uniqueness of the selected maize sequence within the genome from a monocot plant, i.e. the Zea mays genome. These alignment coverage values for the second BLAST™ hit ranged from a minimum of 0% to a maximum of 39.98% sequence identity. Any sequences that aligned at higher levels of sequence identity were not considered.


The term “in proximal location to a genic region” when used in reference to a nongenic sequence defines the relative location of the nongenic sequence to a genic region. Specifically, the number of genic regions within a 40 Kb neighborhood (i.e., within 40 Kb on either end of the selected optimal maize genomic loci sequence) is analyzed. This analysis was completed by assaying gene annotation information and the locations of known genes in the genome of a known monocot that were extracted from a monocot genome database, for example the Maize Genome Database. For each of the 5,286 optimal nongenic maize genomic loci, a 40 Kb window around the optimal genomic loci sequence was defined and the number of annotated genes with locations overlapping this window was counted. The number of genic regions ranged from a minimum of 1 gene to a maximum of 9 genes within the 40 Kb neighborhood.


The term “known monocot coding sequence” as used herein relates to any polynucleotide sequence identified from any monocot genomic database, including the Maize Genomic Database (available at www.maizegdb.org and Monaco, M., et al., Maize Metabolic Network Construction and Transcriptome Analysis. doi:10.3835/plantgenome2012.09.0025; Posted online 23 Jan. 2013) that comprise an open reading frame, either before or after processing of intron sequences, and are transcribed into mRNA and optionally translated into a protein sequence when placed under the control of the appropriate genetic regulatory elements. The known monocot coding sequence can be a cDNA sequence or a genomic sequence. In some instances, the known monocot coding sequence can be annotated as a functional protein. In other instances, the known monocot coding sequence may not be annotated.


The term “known maize coding sequence” as used herein relates to any polynucleotide sequence identified from the Maize Genomic Database (available at www.maizegdb.org and Monaco, M., et al., Maize Metabolic Network Construction and Transcriptome Analysis. doi:10.3835/plantgenome2012.09.0025; Posted online 23 Jan. 2013) that comprise an open reading frame, either before or after processing of intron sequences, and are transcribed into mRNA and optionally translated into a protein sequence when placed under the control of the appropriate genetic regulatory elements. The known maize coding sequence can be a cDNA sequence or a genomic sequence. In some instances, the known maize coding sequence can be annotated as a functional protein. In other instances, the known maize coding sequence may not be annotated.


The term “predicted monocot coding sequence” as used herein relates to any Expressed Sequence Tag (EST) polynucleotide sequences described in a monocot genomic database, for example the Maize Genomic Database. ESTs are identified from cDNA libraries constructed using oligo(dT) primers to direct first-strand synthesis by reverse transcriptase. The resulting ESTs are single-pass sequencing reads of less than 500 bp obtained from either the 5′ or 3′ end of the cDNA insert. Multiple ESTs may be aligned into a single contig. The identified EST sequences are uploaded into the monocot genomic database, e.g., Maize Genomic Database, and can be searched via bioinformatics methods to predict corresponding genomic polynucleotide sequences that comprise a coding sequence that is transcribed into mRNA and optionally translated into a protein sequence when placed under the control of the appropriate genetic regulatory elements.


The term “predicted maize coding sequence” as used herein relates to any Expressed Sequence Tag (EST) polynucleotide sequences described in the Maize Genomic Database. ESTs are identified from cDNA libraries constructed using oligo(dT) primers to direct first-strand synthesis by reverse transcriptase. The resulting ESTs are single-pass sequencing reads of less than 500 bp obtained from either the 5′ or 3′ end of the cDNA insert. Multiple ESTs may be aligned into a single contig. The identified EST sequences are uploaded into the Maize Genomic Database and can be searched via bioinformatics methods to predict corresponding genomic polynucleotide sequences that comprise a coding sequence that is transcribed into mRNA and optionally translated into a protein sequence when placed under the control of the appropriate genetic regulatory elements.


The term “evidence of recombination” as used herein relates to the meiotic recombination frequencies between any pair of monocot, e.g., Zea mays, genomic markers across a chromosome region comprising the selected maize sequence. The recombination frequencies were calculated based on the ratio of the genetic distance between markers (in centimorgan (cM)) to the physical distance between the markers (in megabases (Mb)). For a selected maize sequence to have evidence of recombination, the selected maize sequence must contain at least one recombination event between two markers flanking the selected maize sequence as detected using a high resolution marker dataset generated from multiple mapping populations. (See for example, Jafar Mammadov, Wei Chen, Anastasia Chueva, Karthik Muthuraman, Ruihua Ren, David Meyer, and Siva Kumpatla. 2011. Distribution of Recombinant Frequencies across the Maize Genome. 52nd Annual Maize Genetics Conference).


As used herein the term “relative location value” is a calculated value defining the distance of a genomic locus from its corresponding chromosomal centromere. For each selected maize sequence, the genomic distance from the native location of the selected maize sequence to the centromere of the chromosome that it is located on, is measured (in Bp). The relative location of selected maize sequence within the chromosome is represented as the ratio of its genomic distance to the centromere relative to the length of the specific chromosomal arm (measured in Bp) that it lies on. These relative location values for the optimal nongenic maize genomic loci dataset ranged from a minimum of 0.00373 to a maximum of 0.99908 ratio of genomic distance.


The term “exogenous DNA sequence” as used herein is any nucleic acid sequence that has been removed from its native location and inserted into a new location altering the sequences that flank the nucleic acid sequence that has been moved. For example, an exogenous DNA sequence may comprise a sequence from another species.


“Binding” refers to a sequence-specific, interaction between macromolecules (e.g., between a protein and a nucleic acid). Not all components of a binding interaction need be sequence-specific (e.g., contacts with phosphate residues in a DNA backbone), as long as the interaction as a whole is sequence-specific. Such interactions are generally characterized by a dissociation constant (Kd). “Affinity” refers to the strength of binding: increased binding affinity being correlated with a lower binding constant (Kd).


A “binding protein” is a protein that is able to bind to another molecule. A binding protein can bind to, for example, a DNA molecule (a DNA-binding protein), an RNA molecule (an RNA-binding protein) and/or a protein molecule (a protein-binding protein). In the case of a protein-binding protein, it can bind to itself (to form homodimers, homotrimers, etc.) and/or it can bind to one or more molecules of a different protein or proteins. A binding protein can have more than one type of binding activity. For example, zinc finger proteins have DNA-binding, RNA-binding and protein-binding activity.


As used herein the term “zinc fingers,” defines regions of amino acid sequence within a DNA binding protein binding domain whose structure is stabilized through coordination of a zinc ion.


A “zinc finger DNA binding protein” (or binding domain) is a protein, or a domain within a larger protein, that binds DNA in a sequence-specific manner through one or more zinc fingers, which are regions of amino acid sequence within the binding domain whose structure is stabilized through coordination of a zinc ion. The term zinc finger DNA binding protein is often abbreviated as zinc finger protein or ZFP. Zinc finger binding domains can be “engineered” to bind to a predetermined nucleotide sequence. Non-limiting examples of methods for engineering zinc finger proteins are design and selection. A designed zinc finger protein is a protein not occurring in nature whose design/composition results principally from rational criteria. Rational criteria for design include application of substitution rules and computerized algorithms for processing information in a database storing information of existing ZFP designs and binding data. See, for example, U.S. Pat. Nos. 6,140,081; 6,453,242; 6,534,261 and 6,794,136; see also WO 98/53058; WO 98/53059; WO 98/53060; WO 02/016536 and WO 03/016496.


A “TALE DNA binding domain” or “TALE” is a polypeptide comprising one or more TALE repeat domains/units. The repeat domains are involved in binding of the TALE to its cognate target DNA sequence. A single “repeat unit” (also referred to as a “repeat”) is typically 33-35 amino acids in length and exhibits at least some sequence homology with other TALE repeat sequences within a naturally occurring TALE protein. See, e.g., U.S. Patent Publication No. 20110301073, incorporated by reference herein in its entirety.


The CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats)/Cas (CRISPR Associated) nuclease system. Briefly, a “CRISPR DNA binding domain” is a short stranded RNA molecule that acting in concer with the CAS enzyme can selectively recognize, bind, and cleave genomic DNA. The CRISPR/Cas system can be engineered to create a double-stranded break (DSB) at a desired target in a genome, and repair of the DSB can be influenced by the use of repair inhibitors to cause an increase in error prone repair. See, e.g., Jinek et al (2012) Science 337, p. 816-821, Jinek et al, (2013), eLife 2:e00471, and David Segal, (2013) eLife 2:e00563).


Zinc finger, CRISPR and TALE binding domains can be “engineered” to bind to a predetermined nucleotide sequence, for example via engineering (altering one or more amino acids) of the recognition helix region of a naturally occurring zinc finger. Similarly, TALEs can be “engineered” to bind to a predetermined nucleotide sequence, for example by engineering of the amino acids involved in DNA binding (the repeat variable diresidue or RVD region). Therefore, engineered DNA binding proteins (zinc fingers or TALEs) are proteins that are non-naturally occurring. Non-limiting examples of methods for engineering DNA-binding proteins are design and selection. A designed DNA binding protein is a protein not occurring in nature whose design/composition results principally from rational criteria. Rational criteria for design include application of substitution rules and computerized algorithms for processing information in a database storing information of existing ZFP and/or TALE designs and binding data. See, for example, U.S. Pat. Nos. 6,140,081; 6,453,242; and 6,534,261; see also WO 98/53058; WO 98/53059; WO 98/53060; WO 02/016536 and WO 03/016496 and U.S. Publication Nos. 20110301073, 20110239315 and 20119145940.


A “selected” zinc finger protein, CRISPR or TALE is a protein not found in nature whose production results primarily from an empirical process such as phage display, interaction trap or hybrid selection. See e.g., U.S. Pat. No. 5,789,538; U.S. Pat. No. 5,925,523; U.S. Pat. No. 6,007,988; U.S. Pat. No. 6,013,453; U.S. Pat. No. 6,200,759; WO 95/19431; WO 96/06166; WO 98/53057; WO 98/54311; WO 00/27878; WO 01/60970 WO 01/88197 and WO 02/099084 and U.S. Publication Nos. 20110301073, 20110239315 and 20119145940.


“Recombination” refers to a process of exchange of genetic information between two polynucleotides, including but not limited to, donor capture by non-homologous end joining (NHEJ) and homologous recombination. For the purposes of this disclosure, “homologous recombination (HR)” refers to the specialized form of such exchange that takes place, for example, during repair of double-strand breaks in cells via homology-directed repair mechanisms. This process requires nucleotide sequence homology, uses a “donor” molecule to template repair of a “target” molecule (i.e., the nucleotide sequence that experienced the double-strand break), and is variously known as “non-crossover gene conversion” or “short tract gene conversion,” because it leads to the transfer of genetic information from the donor to the target. Without wishing to be bound by any particular theory, such transfer can involve mismatch correction of heteroduplex DNA that forms between the broken target and the donor, and/or “synthesis-dependent strand annealing,” in which the donor is used to resynthesize genetic information that will become part of the target, and/or related processes. Such specialized HR often results in an alteration of the sequence of the target molecule such that part or all of the sequence of the donor polynucleotide is incorporated into the target polynucleotide. For HR-directed integration, the donor molecule contains at least 2 regions of homology to the genome (“homology arms”) of least 50-100 base pairs in length. See, e.g., U.S. Patent Publication No. 20110281361.


In the methods of the disclosure, one or more targeted nucleases as described herein create a double-stranded break in the target sequence (e.g., cellular chromatin) at a predetermined site, and a “donor” polynucleotide, having homology to the nucleotide sequence in the region of the break for HR mediated integration or having no homology to the nucleotide sequence in the region of the break for NHEJ mediated integration, can be introduced into the cell. The presence of the double-stranded break has been shown to facilitate integration of the donor sequence. The donor sequence may be physically integrated or, alternatively, the donor polynucleotide is used as a template for repair of the break via homologous recombination, resulting in the introduction of all or part of the nucleotide sequence as in the donor into the cellular chromatin. Thus, a first sequence in cellular chromatin can be altered and, in certain embodiments, can be converted into a sequence present in a donor polynucleotide. Thus, the use of the terms “replace” or “replacement” can be understood to represent replacement of one nucleotide sequence by another, (i.e., replacement of a sequence in the informational sense), and does not necessarily require physical or chemical replacement of one polynucleotide by another. In any of the methods described herein, additional pairs of zinc-finger proteins, CRISPRS or TALEN can be used for additional double-stranded cleavage of additional target sites within the cell.


Any of the methods described herein can be used for insertion of a donor of any size and/or partial or complete inactivation of one or more target sequences in a cell by targeted integration of donor sequence that disrupts expression of the gene(s) of interest. Cell lines with partially or completely inactivated genes are also provided.


Furthermore, the methods of targeted integration as described herein can also be used to integrate one or more exogenous sequences. The exogenous nucleic acid sequence can comprise, for example, one or more genes or cDNA molecules, or any type of coding or noncoding sequence, as well as one or more control elements (e.g., promoters). In addition, the exogenous nucleic acid sequence (transgene) may produce one or more RNA molecules (e.g., small hairpin RNAs (shRNAs), inhibitory RNAs (RNAis), microRNAs (miRNAs), etc.), or protein.


“Cleavage” as used herein defines the breakage of the phosphate-sugar backbone of a DNA molecule. Cleavage can be initiated by a variety of methods including, but not limited to, enzymatic or chemical hydrolysis of a phosphodiester bond. Both single-stranded cleavage and double-stranded cleavage are possible, and double-stranded cleavage can occur as a result of two distinct single-stranded cleavage events. DNA cleavage can result in the production of either blunt ends or staggered ends. In certain embodiments, fusion polypeptides are used for targeted double-stranded DNA cleavage. A “cleavage domain” comprises one or more polypeptide sequences which possesses catalytic activity for DNA cleavage. A cleavage domain can be contained in a single polypeptide chain or cleavage activity can result from the association of two (or more) polypeptides.


A “cleavage half-domain” is a polypeptide sequence which, in conjunction with a second polypeptide (either identical or different) forms a complex having cleavage activity (preferably double-strand cleavage activity). The terms “first and second cleavage half-domains;” “+ and − cleavage half-domains” and “right and left cleavage half-domains” are used interchangeably to refer to pairs of cleavage half-domains that dimerize.


An “engineered cleavage half-domain” is a cleavage half-domain that has been modified so as to form obligate heterodimers with another cleavage half-domain (e.g., another engineered cleavage half-domain). See, also, U.S. Patent Publication Nos. 2005/0064474, 20070218528, 2008/0131962 and 2011/0201055, incorporated herein by reference in their entireties.


A “target site” or “target sequence” refers to a portion of a nucleic acid to which a binding molecule will bind, provided sufficient conditions for binding exist.


Nucleic acids include DNA and RNA, can be single- or double-stranded; can be linear, branched or circular; and can be of any length. Nucleic acids include those capable of forming duplexes, as well as triplex-forming nucleic acids. See, for example, U.S. Pat. Nos. 5,176,996 and 5,422,251. Proteins include, but are not limited to, DNA-binding proteins, transcription factors, chromatin remodeling factors, methylated DNA binding proteins, polymerases, methylases, demethylases, acetylases, deacetylases, kinases, phosphatases, integrases, recombinases, ligases, topoisomerases, gyrases and helicases.


A “product of an exogenous nucleic acid” includes both polynucleotide and polypeptide products, for example, transcription products (polynucleotides such as RNA) and translation products (polypeptides).


A “fusion” molecule is a molecule in which two or more subunit molecules are linked, for example, covalently. The subunit molecules can be the same chemical type of molecule, or can be different chemical types of molecules. Examples of the first type of fusion molecule include, but are not limited to, fusion proteins (for example, a fusion between a ZFP DNA-binding domain and a cleavage domain) and fusion nucleic acids (for example, a nucleic acid encoding the fusion protein described supra). Examples of the second type of fusion molecule include, but are not limited to, a fusion between a triplex-forming nucleic acid and a polypeptide, and a fusion between a minor groove binder and a nucleic acid. Expression of a fusion protein in a cell can result from delivery of the fusion protein to the cell or by delivery of a polynucleotide encoding the fusion protein to a cell, wherein the polynucleotide is transcribed, and the transcript is translated, to generate the fusion protein. Trans-splicing, polypeptide cleavage and polypeptide ligation can also be involved in expression of a protein in a cell. Methods for polynucleotide and polypeptide delivery to cells are presented elsewhere in this disclosure.


For the purposes of the present disclosure, a “gene”, includes a DNA region encoding a gene product (see infra), as well as all DNA regions which regulate the production of the gene product, whether or not such regulatory sequences are adjacent or operably linked to coding and/or transcribed sequences. Accordingly, a gene includes, but is not necessarily limited to, promoter sequences, terminators, translational regulatory sequences such as ribosome binding sites and internal ribosome entry sites, enhancers, silencers, insulators, boundary elements, replication origins, matrix attachment sites and locus control regions.


“Gene expression” refers to the conversion of the information, contained in a gene, into a gene product. A gene product can be the direct transcriptional product of a gene (e.g., mRNA, tRNA, rRNA, antisense RNA, interfering RNA, ribozyme, structural RNA or any other type of RNA) or a protein produced by translation of a mRNA. Gene products also include RNAs which are modified, by processes such as capping, polyadenylation, methylation, and editing, and proteins modified by, for example, methylation, acetylation, phosphorylation, ubiquitination, ADP-ribosylation, myristilation, and glycosylation.


Sequence identity: The term “sequence identity” or “identity,” as used herein in the context of two nucleic acid or polypeptide sequences, refers to the residues in the two sequences that are the same when aligned for maximum correspondence over a specified comparison window.


As used herein, the term “percentage of sequence identity” refers to the value determined by comparing two optimally aligned sequences (e.g., nucleic acid sequences, and amino acid sequences) over a comparison window, wherein the portion of the sequence in the comparison window may comprise additions or deletions (i.e., gaps) as compared to the reference sequence (which does not comprise additions or deletions) for optimal alignment of the two sequences. The percentage is calculated by determining the number of positions at which the identical nucleotide or amino acid residue occurs in both sequences to yield the number of matched positions, dividing the number of matched positions by the total number of positions in the comparison window, and multiplying the result by 100 to yield the percentage of sequence identity.


Methods for aligning sequences for comparison are well-known in the art. Various programs and alignment algorithms are described in, for example: Smith and Waterman (1981) Adv. Appl. Math. 2:482; Needleman and Wunsch (1970) J. Mol. Biol. 48:443; Pearson and Lipman (1988) Proc. Natl. Acad. Sci. U.S.A. 85:2444; Higgins and Sharp (1988) Gene 73:237-44; Higgins and Sharp (1989) CABIOS 5:151-3; Corpet et al. (1988) Nucleic Acids Res. 16:10881-90; Huang et al. (1992) Comp. Appl. Biosci. 8:155-65; Pearson et al. (1994) Methods Mol. Biol. 24:307-31; Tatiana et al. (1999) FEMS Microbiol. Lett. 174:247-50. A detailed consideration of sequence alignment methods and homology calculations can be found in, e.g., Altschul et al. (1990) J. Mol. Biol. 215:403-10. The National Center for Biotechnology Information (NCBI) Basic Local Alignment Search Tool (BLAST™; Altschul et al. (1990)) is available from several sources, including the National Center for Biotechnology Information (Bethesda, Md.), and on the internet, for use in connection with several sequence analysis programs. A description of how to determine sequence identity using this program is available on the internet under the “help” section for BLAST™. For comparisons of nucleic acid sequences, the “Blast 2 sequences” function of the BLAST™ (Blastn) program may be employed using the default parameters. Nucleic acid sequences with even greater similarity to the reference sequences will show increasing percentage identity when assessed by this method.


Specifically hybridizable/Specifically complementary: As used herein, the terms “specifically hybridizable” and “specifically complementary” are terms that indicate a sufficient degree of complementarity, such that stable and specific binding occurs between the nucleic acid molecule and a target nucleic acid molecule. Hybridization between two nucleic acid molecules involves the formation of an anti-parallel alignment between the nucleic acid sequences of the two nucleic acid molecules. The two molecules are then able to form hydrogen bonds with corresponding bases on the opposite strand to form a duplex molecule that, if it is sufficiently stable, is detectable using methods well known in the art. A nucleic acid molecule need not be 100% complementary to its target sequence to be specifically hybridizable. However, the amount of sequence complementarity that must exist for hybridization to be specific is a function of the hybridization conditions used.


Hybridization conditions resulting in particular degrees of stringency will vary depending upon the nature of the hybridization method of choice and the composition and length of the hybridizing nucleic acid sequences. Generally, the temperature of hybridization and the ionic strength (especially the Na+ and/or Mg++ concentration) of the hybridization buffer will determine the stringency of hybridization, though wash times also influence stringency. Calculations regarding hybridization conditions required for attaining particular degrees of stringency are known to those of ordinary skill in the art, and are discussed, for example, in Sambrook et al. (ed.) Molecular Cloning: A Laboratory Manual, 2nd ed., vol. 1-3, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y., 1989, chapters 9 and 11; and Hames and Higgins (eds.) Nucleic Acid Hybridization, IRL Press, Oxford, 1985. Further detailed instruction and guidance with regard to the hybridization of nucleic acids may be found, for example, in Tijssen, “Overview of principles of hybridization and the strategy of nucleic acid probe assays,” in Laboratory Techniques in Biochemistry and Molecular Biology-Hybridization with Nucleic Acid Probes, Part I, Chapter 2, Elsevier, N.Y., 1993; and Ausubel et al., Eds., Current Protocols in Molecular Biology, Chapter 2, Greene Publishing and Wiley-Interscience, NY, 1995. As used herein, “stringent conditions” encompass conditions under which hybridization will only occur if there is less than 20% mismatch between the hybridization molecule and a sequence within the target nucleic acid molecule. “Stringent conditions” include further particular levels of stringency. Thus, as used herein, “moderate stringency” conditions are those under which molecules with more than 20% sequence mismatch will not hybridize; conditions of “high stringency” are those under which sequences with more than 10% mismatch will not hybridize; and conditions of “very high stringency” are those under which sequences with more than 5% mismatch will not hybridize. The following are representative, non-limiting hybridization conditions.


High Stringency condition (detects sequences that share at least 90% sequence identity): Hybridization in 5×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at 65° C. for 16 hours; wash twice in 2×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at room temperature for 15 minutes each; and wash twice in 0.5×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at 65° C. for 20 minutes each.


Moderate Stringency condition (detects sequences that share at least 80% sequence identity): Hybridization in 5×-6×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at 65-70° C. for 16-20 hours; wash twice in 2×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at room temperature for 5-20 minutes each; and wash twice in 1×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at 55-70° C. for 30 minutes each.


Non-stringent control condition (sequences that share at least 50% sequence identity will hybridize): Hybridization in 6×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at room temperature to 55° C. for 16-20 hours; wash at least twice in 2×-3×SSC buffer (wherein the SSC buffer contains a detergent such as SDS, and additional reagents like salmon sperm DNA, EDTA, etc.) at room temperature to 55° C. for 20-30 minutes each.


As used herein, the term “substantially homologous” or “substantial homology,” with regard to a contiguous nucleic acid sequence, refers to contiguous nucleotide sequences that hybridize under stringent conditions to the reference nucleic acid sequence. For example, nucleic acid sequences that are substantially homologous to a reference nucleic acid sequence are those nucleic acid sequences that hybridize under stringent conditions (e.g., the Moderate Stringency conditions set forth, supra) to the reference nucleic acid sequence. Substantially homologous sequences may have at least 80% sequence identity. For example, substantially homologous sequences may have from about 80% to 100% sequence identity, such as about 81%; about 82%; about 83%; about 84%; about 85%; about 86%; about 87%; about 88%; about 89%; about 90%; about 91%; about 92%; about 93%; about 94% about 95%; about 96%; about 97%; about 98%; about 98.5%; about 99%; about 99.5%; and about 100%. The property of substantial homology is closely related to specific hybridization. For example, a nucleic acid molecule is specifically hybridizable when there is a sufficient degree of complementarity to avoid non-specific binding of the nucleic acid to non-target sequences under conditions where specific binding is desired, for example, under stringent hybridization conditions.


In some instances “homologous” may be used to refer to the relationship of a first gene to a second gene by descent from a common ancestral DNA sequence. In such instances, the term, homolog, indicates a relationship between genes separated by the event of speciation (see ortholog) or to the relationship between genes separated by the event of genetic duplication (see paralog). In other instances “homologous” may be used to refer to the level of sequence identity between one or more polynucleotide sequences, in such instances the one or more polynucelotide sequences do not necessarily descend from a common ancestral DNA sequence. Those with skill in the art are aware of the interchangeably of the term “homologous” and appreciate the proper application of the term.


As used herein, the term “ortholog” (or “orthologous”) refers to a gene in two or more species that has evolved from a common ancestral nucleotide sequence, and may retain the same function in the two or more species.


As used herein, the term “paralogous” refers to genes related by duplication within a genome. Orthologs retain the same function in the course of evolution, whereas paralogs evolve new functions, even if these new functions are unrelated to the original gene function.


As used herein, two nucleic acid sequence molecules are said to exhibit “complete complementarity” when every nucleotide of a sequence read in the 5′ to 3′ direction is complementary to every nucleotide of the other sequence when read in the 3′ to 5′ direction. A nucleotide sequence that is complementary to a reference nucleotide sequence will exhibit a sequence identical to the reverse complement sequence of the reference nucleotide sequence. These terms and descriptions are well defined in the art and are easily understood by those of ordinary skill in the art.


When determining the percentage of sequence identity between amino acid sequences, it is well-known by those of skill in the art that the identity of the amino acid in a given position provided by an alignment may differ without affecting desired properties of the polypeptides comprising the aligned sequences. In these instances, the percent sequence identity may be adjusted to account for similarity between conservatively substituted amino acids. These adjustments are well-known and commonly used by those of skill in the art. See, e.g., Myers and Miller (1988) Computer Applications in Biosciences 4:11-7. Statistical methods are known in the art and can be used in analysis of the identified 5,286 optimal genomic loci.


As an embodiment, the identified optimal genomic loci comprising 5,286 individual optimal genomic loci sequences can be analyzed via an F-distribution test. In probability theory and statistics, the F-distribution is a continuous probability distribution. The F-distribution test is a statistical significance test that has an F-distribution, and is used when comparing statistical models that have been fit to a data set, to identify the best-fitting model. An F-distribution is a continuous probability distribution, and is also known as Snedecor's F-distribution or the Fisher-Snedecor distribution. The F-distribution arises frequently as the null distribution of a test statistic, most notably in the analysis of variance. The F-distribution is a right-skewed distribution. The F-distribution is an asymmetric distribution that has a minimum value of 0, but no maximum value. The curve reaches a peak not far to the right of 0, and then gradually approaches the horizontal axis the larger the F value is. The F-distribution approaches, but never quite touches the horizontal axis. It will be appreciated that in other embodiments, variations on this equation, or indeed different equations, may be derived and used by the skilled person and are applicable to the analysis of 5,286 individual optimal genomic loci sequences.


Operably linked: A first nucleotide sequence is “operably linked” with a second nucleotide sequence when the first nucleotide sequence is in a functional relationship with the second nucleotide sequence. For instance, a promoter is operably linked to a coding sequence if the promoter affects the transcription or expression of the coding sequence. When recombinantly produced, operably linked nucleotide sequences are generally contiguous and, where necessary to join two protein-coding regions, in the same reading frame. However, nucleotide sequences need not be contiguous to be operably linked.


The term, “operably linked,” when used in reference to a regulatory sequence and a coding sequence, means that the regulatory sequence affects the expression of the linked coding sequence. “Regulatory sequences,” “regulatory elements”, or “control elements,” refer to nucleotide sequences that influence the timing and level/amount of transcription, RNA processing or stability, or translation of the associated coding sequence. Regulatory sequences may include promoters; translation leader sequences; introns; enhancers; stem-loop structures; repressor binding sequences; termination sequences; polyadenylation recognition sequences; etc. Particular regulatory sequences may be located upstream and/or downstream of a coding sequence operably linked thereto. Also, particular regulatory sequences operably linked to a coding sequence may be located on the associated complementary strand of a double-stranded nucleic acid molecule.


When used in reference to two or more amino acid sequences, the term “operably linked” means that the first amino acid sequence is in a functional relationship with at least one of the additional amino acid sequences.


The disclosed methods and compositions include fusion proteins comprising a cleavage domain operably linked to a DNA-binding domain (e.g., a ZFP) in which the DNA-binding domain by binding to a sequence in the monocot or Zea mays optimal genomic locus directs the activity of the cleavage domain to the vicinity of the sequence and, hence, induces a double stranded break in the optimal genomic locus. As set forth elsewhere in this disclosure, a zinc finger domain can be engineered to bind to virtually any desired sequence. Accordingly, one or more DNA-binding domains can be engineered to bind to one or more sequences in the optimal genomic locus. Expression of a fusion protein comprising a DNA-binding domain and a cleavage domain in a cell, effects cleavage at or near the target site.


EMBODIMENTS

Targeting transgenes and transgene stacks to specific locations in the genome of monocot plants, such as Zea mays plants, will improve the quality of transgenic events, reduce costs associated with production of transgenic events and provide new methods for making transgenic plant products such as sequential gene stacking Overall, targeting trangenes to specific genomic sites is likely to be commercially beneficial. Significant advances have been made in the last few years towards development of site-specific nucleases such as ZFNs, CRISPRs, and TALENs that can facilitate addition of donor polynucleotides to pre-selected sites in plant and other genomes. However, much less is known about the attributes of genomic sites that are suitable for targeting. Historically, non-essential genes and pathogen (viral) integration sites in genomes have been used as loci for targeting. The number of such sites in genomes is rather limiting and there is therefore a need for identification and characterization of optimal genomic loci that can be used for targeting of donor polynucleotide sequences. In addition to being amenable to targeting, optimal genomic loci are expected to be neutral sites that can support transgene expression and breeding applications.


Applicants have recognized that additional criteria are desirable for insertion sites and have combined these criteria to identify and select optimal sites in the monocot genome, such as the maize genome, for the insertion of exogenous sequences. For targeting purposes, the site of selected insertion needs to be unique and in a non-repetitive region of the genome of a monocot plant, such as the Zea mays genome. Likewise, the optimal genomic site for insertion should possess minimal undesirable phenotypic effects and be susceptible to recombination events to facilitate introgression into agronomically elite lines using traditional breeding techniques. In order to identify the genomic loci that meet the listed criteria, the genome of a monocot plant, such as the Zea mays genome, was scanned using a customized bioinformatics approach and genome scale datasets to identify novel genomic loci possessing characteristics that are beneficial for the integration of polynucleotide donor sequence and the subsequent expression of an inserted coding sequence.


I. Identification of Nongenic Maize Genomic Loci

In accordance with one embodiment a method is provided for identifying optimal nongenic maize genomic sequence for insertion of exogenous sequences. The method comprises the steps of first identifying monocot genomic sequences from maize of at least 1 Kb in length that are hypomethylated. In one embodiment the hypomethylated genomic sequence is 1, 1.5, 2, 2.5, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, 8.5, 9, 10, 11, 12, 13, 14, 15, 16 or 17 Kb in length. In one embodiment the hypomethylated genomic sequence is about 1 to about 4 Kb in length and in a further embodiment is about 2 Kb in length. A sequence is considered hypomethylated if it has less than 1% DNA methylation within the sequence. In one embodiment the methylation status is measured based on the presence of 5-methylcytosine at one or more CpG dinucleotides, CHG or CHH trinucleotides within a selected maize sequence, relative to the amount of total cytosines found at corresponding CpG dinucleotides, CHG or CHH trinucleotides within a normal control DNA sample. CHH methylation indicates a 5-methylcytosine followed by two nucleotides that many not be guanine and CHG methylation refers to a 5-methylcytosine preceding an adenine, thymine or cytocine based followed by guanine More particularly, in one embodiment the selected maize sequence has less than 1, 2 or 3 methylated nucleotides per 500 nucleotides of the selected maize sequence. In one embodiment the selected maize sequence has less than one, two, or three 5-methylcytosines at CpG dinucleotides per 500 nucleotides of the selected maize sequence. In one embodiment the selected maize sequence is 1 to 4 Kb in length and comprises a 1 Kb sequence devoid of 5-methylcytosines. In one embodiment the selected maize sequence is 1, 1.5, 2, 2.5, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, or 8.5 Kb in length and contains 1 or 0 methylated nucleotides in its entire length. In one embodiment the selected maize sequence is 1, 1.5, 2, 2.5, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, or 8.5 Kb in length and contains no 5-methylcytosines at CpG dinucleotides within in its entire length. In accordance with one embodiment the methylation of a selected maize sequence may vary based on source tissue. In such embodiments the methylation levels used to determine if a sequence is hypomethylated represents the average amount of methylation in the sequences isolated from two or more tissues (e.g., from root and shoot).


In addition to the requirement that an optimal genomic site be hypomethylated, the selected maize sequence must also be nongenic. Accordingly, all hypomethylated genomic sequences are further screened to eliminate hypomethylated sequences that contain a genic region. This includes any open reading frames regardless of whether the transcript encodes a protein. Hypomethylated genomic sequences that include genic regions, including any identifiable adjacent 5′ and 3′ non-coding nucleotide sequences involved in the regulation of expression of an open reading frame and any introns that may be present in the genic region, are excluded from the optimal nongenic maize genomic locus of the present disclosure.


Optimal nongenic maize genomic loci must also be sequences that have demonstrated evidence of recombination. In one embodiment the selected maize sequence must be one where at least one recombination event has been detected between two markers flanking the selected maize sequence as detected using a high resolution marker dataset generated from multiple mapping populations. In one embodiment the pair of markers flanking a 0.5, 1, 1.5 Mb monocot genomic sequence from maize comprising the selected maize sequence are used to calculate the recombinant frequency for the selected maize sequence. Recombination frequencies between each pairs of markers (measured in centimorgan (cM)) to the genomic physical distance between the markers (in Mb)) must be greater than 0 cM/Mb. In one embodiment the recombination frequency for a 1 Mb monocot genomic sequence such as a maize genomic sequence comprising the selected maize sequence ranges from about 0.00041 to about 4.0. In one embodiment the recombination frequency for a 1 Mb monocot genomic sequence from maize comprising the selected maize sequence ranges from about 0.5 to about 5.0. In one embodiment an optimal genomic loci is one where recombination events have been detected within the selected maize sequence.


An optimal nongenic maize genomic loci will also be a targetable sequence, i.e., a sequence that is relatively unique in the monocot genome of maize such that a gene targeted to the selected maize sequence will only insert in one location of the monocot genome of maize. In one embodiment the entire length of the optimal genomic sequence shares less than 30%, 35%, or 40%, sequence identity with another sequence of similar length contained in the monocot genome of maize. Accordingly, in one embodiment the selected maize sequence cannot comprise a 1 Kb sequence that shares more than 25%, 30%, 35%, or 40% sequence identity with another 1 Kb sequence contained in the monocot genome of maize. In a further embodiment the selected maize sequence cannot comprise a 500 bp sequence that shares more than 30%, 35%, or 40% sequence identity with another 500 bp sequence contained in the monocot genome of maize. In one embodiment the selected maize sequence cannot comprise a 1 Kb sequence that shares more than 40% sequence identity with another 1 Kb sequence contained in the genome of a monocot plant like maize.


An optimal nongenic maize genomic loci will also be proximal to a genic region. More particularly, a selected maize sequence must be located in the vicinity of a genic region (e.g., a genic region must be located within 40 Kb of genomic sequence flanking and contiguous with either end of the selected maize sequence as found in the native genome). In one embodiment a genic region is located within 10, 20, 30 or 40 Kb of contiguous genomic sequence located at either end of the selected maize sequence as found in the native monocot genome of maize. In one embodiment two or more genic regions are located within 10, 20, 30 or 40 Kb of contiguous genomic sequence flanking the two ends of the selected maize sequence. In one embodiment 1-9 genic regions are located within 10, 20, 30 or 40 Kb of contiguous genomic sequence flanking the two ends of the selected maize sequence. In one embodiment two or more genic regions are located within a 20, 30 or 40 Kb genomic sequence comprising the selected maize sequence. In one embodiment 1-9 genic regions are located within a 40 Kb genomic sequence comprising the selected maize sequence. In one embodiment the genic region located within a 10, 20, 30 or 40 Kb of contiguous genomic sequence flanking the selected maize sequence comprises a known gene in the genome of a monocot plant such as a maize plant.


In accordance with one embodiment a modified nongenic maize genomic loci is provided wherein the loci is at least 1 Kb in length, is nongenic, comprises no methylated cytosine residues, has a recombination frequency of greater than 0.00041 cM/Mb over a 1 Mb genomic region encompassing the monocot genomic loci, such as a maize genomic loci, and a 1 Kb sequence of the monocot genomic loci, such as a maize genomic loci, shares less than 40% sequence identity with any other 1 Kb sequence contained in the monocot genome, wherein the nongenic monocot genomic loci, for example the nongenic maize genomic loci, is modified by the insertion of a DNA of interest into the nongenic monocot genomic loci, for example the nongenic maize genomic loci.


In accordance with one embodiment a method for identifying optimal nongenic monocot genomic loci, including for example maize genomic loci, is provided. In some embodiments, the method first comprises screening the monocot genome of maize to create a first pool of selected maize sequences that have a minimal length of 1 Kb and are hypomethylated, optionally wherein the genomic sequence has less than 1% methylation, or wherein the genomic sequence is devoid of any methylated cytosine residues. This first pool of selected maize sequences can be further screened to eliminate loci that do not meet the requirements for optimal nongenic maize genomic loci. Monocot genomic sequences, for example maize genomic sequences, that encode transcripts, share greater than 40% or higher sequence identity with another sequence of similar length, do not exhibit evidence of recombination, and do not have a known open reading frame within 40 Kb of the selected maize sequence, are eliminated from the first pool of sequences, leaving a second pool of sequences that qualify as optimal nongenic maize loci. In one embodiment any selected maize sequences that do not have a known maize gene, or a sequence comprising a 2 Kb upstream and/or 1 Kb downstream region of a known gene, within 40 Kb of one end of said nongenic sequence are eliminated from the first pool of sequences. In one embodiment any selected maize sequences that do not contain a known gene that expresses a protein within 40 Kb of the selected maize sequence are eliminated. In one embodiment any selected maize sequences that do not have a recombination frequency of greater than 0.00041 cM/Mb are eliminated.


Using these selection criteria applicants have identified select optimal genomic loci of a maize plant that serve as optimal nongenic maize genomic loci, the sequences of which are disclosed as SEQ ID NO: 1-SEQ ID NO: 5,286. The present disclosure also encompasses natural variants or modified derivatives of the identified optimal nongenic maize genomic loci wherein the variant or derivative loci comprise a sequence that differs from any sequence of SEQ ID NO: 1-SEQ ID NO: 5,286 by 1, 2, 3, 4, 5, 6, 7, 8, 9 or 10 nucleotides. In one embodiment optimal nongenic maize genomic loci for use in accordance with the present disclosure comprise sequences selected from SEQ ID NO: 1-SEQ ID NO: 5,286 or sequences that share 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity with a sequence selected from SEQ ID NO: 1-SEQ ID NO: 5,286.


In another embodiment, monocot plants for use in accordance with the present disclosure comprise any plant selected from the group consisting of a corn plant, a wheat plant, or a rice plant. Examples of monocot plants that can be used include, but are not limited to, corn (Zea mays), rice (Oryza sativa), rye (Secale cereale), sorghum (Sorghum bicolor, Sorghum vulgare), millet (e.g., pearl millet (Pennisetum glaucum), proso millet (Panicum miliaceum), foxtail millet (Setaria italica), finger millet (Eleusine coracana)), wheat (Triticum aestivum), sugarcane (Saccharum spp.), oats (Avena), barley (Hordeum), pineapple (Ananas comosus), banana (Musa spp.), palm, ornamentals, and grasses.


In another embodiment, optimal nongenic maize genomic loci for use in accordance with the present disclosure comprise sequences selected from any variety of maize or corn plants. In a further embodiment optimal nongenic maize genomic loci for use in accordance with the present disclosure comprise sequences selected from yellow corn inbreds. Accordingly, a yellow corn inbred includes dent or flint yellow corn inbred plants, including agronomically elite varieties thereof. In a subsequent embodiment, optimal nongenic maize genomic loci for use in accordance with the present disclosure comprise sequences selected from transformable corn lines. In an embodiment, representative transformable corn lines include; Hi-II, B73, B104, Mo 17, W22, A188, H99, and derivatives thereof. One of skill in the art will appreciate that as a result of phylogenetic divergence, various types of corn lines do not contain identical genomic DNA sequences, and that polymorphisms or allelic variation may be present within genomic sequences. In an embodiment, the present disclosure encompasses such polymorphism or allelic variations of the identified optimal nongenic maize genomic loci wherein the polymorphisms or allelic variation comprise a sequence that differs from any sequence of SEQ ID NO: 1-SEQ ID NO: 5,286 by 1, 2, 3, 4, 5, 6, 7, 8, 9 or 10 nucleotides. In a further embodiment, the present disclosure encompasses such polymorphisms or allelic varations of the identified optimal nongenic maize genomic loci wherein the polymorphisms or allelic varations comprise a sequence that shares 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% sequence identity with any sequence of SEQ ID NO: 1-SEQ ID NO: 5,286.


The identified optimal genomic loci comprising 5,286 individual sequences can be categorized into various subgroupings by further analysis using a multivariate analysis method. Application of any multivariate analysis statistical programs is used to uncover the latent structure (dimensions) of a set of variables. A number of different types of multivariate algorithms can be used, for example the data set can be analyzed using multiple regression analysis, logistic regression analysis, discriminate analysis, multivariate analysis of variance (MANOVA), factor analysis (including both common factor analysis, and principal component analysis), cluster analysis, multidimensional scaling, correspondence analysis, conjoint analysis, canonical analysis, canonical correlation, and structural equation modeling.


In accordance with one embodiment the optimal nongenic maize genomic loci are further analyzed using multivariate data analysis such as Principal Component Analysis (PCA).


Only a brief description will be given here, more information can be found in H. Martens, T. Naes, Multivariate Calibration, Wiley, N.Y., 1989. PCA evaluates the underlying dimensionality (latent variables) of the data, and gives an overview of the dominant patterns and major trends in the data. In one embodiment, the optimal nongenic maize genomic loci can be sorted into clusters via a principal component analysis (PCA) statistical method. The PCA is a mathematical procedure that uses an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called principal components. The number of principal components is less than or equal to the number of original variables. This transformation is defined in such a way that the first principal component has the largest possible variance (that is, accounts for as much of the variability in the data as possible), and each succeeding component in turn has the highest variance possible under the constraint that it be orthogonal to (i.e., uncorrelated with) the preceding components. Principal components are guaranteed to be independent if the data set is jointly normally distributed. PCA is sensitive to the relative scaling of the original variables. Examples of the use of PCA to cluster a set of entities based on features of the entities include; Ciampitti, I. et al., (2012) Crop Science, 52(6); 2728-2742, Chemometrics: A Practical Guide, Kenneth R. Beebe, Randy J. Pell, and Mary Beth Seasholtz, Wiley-Interscience, 1 edition, 1998, U.S. Pat. No. 8,385,662, and European Patent No. 2,340,975.


In accordance with one embodiment a principal component analysis (PCA) was conducted on the 5,286 optimal maize genomic loci using the following 10 features for each identified optimal maize genomic loci:


1. Length of the hypo-methylated region around the optimal maize genomic loci (OGL)

    • a. Genome wide methylation profiles for root and shoot tissues were established using Illumina/Solexa 1G parallel sequencing data after digesting genomic DNA with a methylation-sensitive restriction enzyme (Wang et al., (2009) Genome-Wide and Organ-Specific Landscapes of Epigenetic Modifications and Their Relationships to mRNA and Small RNA Transcriptomes in Maize. Plant Cell 21(4): 1053-1069). Sequences mapping to the genome indicated the presence of DNA methylation at the mapped locations and chromosomal stretches without mapped sequences indicated an absence of methylation (hypo-methylation). The length of the hypo-methylated region around each of the OGLs was calculated using the described methylation profiles.


2. Rate of Recombination in a 1 MB region around the OGL

    • a. For each OGL, a pair of markers on either side of the OGL, within a 1 Mb window, was identified. Recombination frequencies between each pairs of markers across the chromosome were calculated based on the ratio of the genetic distance between markers (in centimorgan (cM)) to the genomic physical distance between the markers (in Mb).


3. Level of OGL sequence uniqueness

    • a. For each OGL, the nucleotide sequence of the OGL was scanned against the genome of a monocot plant, e.g., Zea mays c.v. B73 genome, using a BLAST based homology search. As these OGL sequences are identified from the monocot genome, e.g., Zea mays c.v. B73 genome, the first BLAST hit identified through this search represents the OGL sequence itself. The second BLAST hit for each OGL was identified and the alignment coverage of the hit was used as a measure of uniqueness of the OGL sequence within the genome of the monocot plant like Zea mays.


4. Distance from the OGL to the closest gene in its neighborhood

    • a. Gene annotation information and the location of known genes in the monocot genome, e.g., Zea mays c.v. B73 genome, were extracted from a monocot genomic database, e.g., Maize Genome database (www.maizegdb.org). For each OGL, the closest annotated gene in its upstream or downstream neighborhood was identified and the distance between the OGL sequence and the gene was measured (in bp).


5. GC % in the OGL neighborhood

    • a. For each OGL, the nucleotide sequence was analyzed to estimate the number of Guanine and Cytosine bases present. This count was represented as a percentage of the sequence length of each OGL and provides a measure for GC %.


6. Number of genes in a 40 Kb neighborhood around the OGL

    • a. Gene annotation information and the location of known genes in the monocot genome, e.g., Zea mays c.v. B73 genome, were extracted from the monocot genome database, e.g., Maize Genome database (www.maizegdb.org). For each OGL, a 40 Kb window around the OGL was defined and the number of annotated genes with locations overlapping this window was counted.


7. Average gene expression in a 40 Kb neighborhood around the OGL.

    • a. Transcript level expression of monocot genes was measured by analyzing transcriptome profiling data generated from monocot, e.g., Zea mays c.v. B73, root and shoot tissues using RNAseq technology. For each OGL, annotated genes within the monocot genome, e.g., Zea mays c.v. B73 genome, that were present in a 40 Kb neighborhood around the OGL were identified. Expression levels for each of the genes in the window were extracted from the transcriptome profiles and an average gene expression level was calculated.


8. Level of Nucleosome occupancy around the OGL

    • a. Discerning the level of nucleosome occupancy for a particular nucleotide sequence provides information about chromosomal functions and the genomic context of the sequence. The NuPoP™ statistical package provides a user-friendly software tool for predicting the nucleosome occupancy and the most probable nucleosome positioning map for genomic sequences of any size (Xi, L., Fondufe-Mittendor, Y., Xia, L., Flatow, J., Widom, J. and Wang, J.-P., Predicting nucleosome positioning using a duration Hidden Markov Model, BMC Bioinformatics, 2010, doi:10.1186/1471-2105-11-346). For each OGL, the nucleotide sequence was submitted to the NuPoP™ software and a nucleosome occupancy score was calculated.


9. Relative location within the chromosome (proximity to centromere)

    • a. Information on position of the centromere in each of the monocot, e.g., maize chromosomes and the lengths of the chromosome arms was extracted from a monocot genomic database, e.g., maize genome database (www.maizegdb.org). For each OGL, the genomic distance from the OGL sequence to the centromere of the chromosome that it is located on, is measured (in bp). The relative location of a OGL within the chromosome is represented as the ratio of its genomic distance to the centromere relative to the length of the specific chromosomal arm that it lies on.


10. Number of OGLs in a 1 Mb region around the OGL

    • a. For each OGL, a 1 Mb genomic window around the OGL location is defined and the number of OGLs, in the maize 1 Kb OGL dataset, whose genomic locations overlap with this window is tallied.


The results or values for the score of the features and attributes of each optimal nongenic maize genomic loci are further described in Table 3 of Example 2. The resulting dataset was used in the PCA statistical method to cluster the 5,286 identified optimal nongenic maize genomic loci into clusters. During the clustering process, after estimating the “p” principle components of the optimal genomic loci, the assignment of the optimal genomic loci to one of the 32 clusters proceeded in the “p” dimensional Euclidean space. Each of the “p” axes was divided into “k” intervals. Optimal genomic loci assigned to the same interval were grouped together to form clusters. Using this analysis, each PCA axis was divided into two intervals, which was chosen based on a priori information regarding the number of clusters required for experimental validation. All analysis and the visualization of the resulting clusters were carried out with the Molecular Operating Environment™ (MOE) software from Chemical Computing Group Inc. (Montreal, Quebec, Canada). The PCA approach was used to cluster the set of 5,286 optimal maize genomic loci into 32 distinct clusters based on their feature values, described above.


During the PCA process, five principal components (PC) were generated, with the top three PCs containing about 90% of the total variation in the dataset (Table 4). These three PCs were used to graphically represent the 32 clusters in a three dimensional plot (see FIG. 3). After the clustering process, was completed, one representative optimal genomic loci was chosen from each cluster. This was performed by choosing a select optimal genomic locus, within each cluster, that was closest to the centroid of that cluster by computational methods (Table 4). The chromosomal locations of the 32 representative optimal genomic loci are uniformly distributed among the maize chromosomes as shown in FIG. 4.


In an embodiment an isolated or purified optimal nongenic maize genomic loci sequence is provided selected from any cluster described in Table 6 of Example 2. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 1. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 2. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 3. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 4. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 5. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 6. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 7. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 8. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 9. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 10. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 11. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 12. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 13. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 14. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 15. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 16. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 17. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 18. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 19. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 20. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 21. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 22. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 23. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 24. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 25. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 26. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 27. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 28. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 29. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 30. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 31. In one embodiment the isolated or purified optimal nongenic maize genomic loci sequence is a genomic sequence selected from cluster 32.


In accordance with one embodiment a modified optimal nongenic maize genomic loci is provided wherein the optimal nongenic maize genomic loci has been modified and comprises one or more nucleotide substitutions, deletions or insertions. In one embodiment the optimal nongenic maize genomic loci is modified by the insertion of a DNA of interest optionally accompanied with further nucleotide duplications, deletions or inversions of genomic loci sequence.


In an embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from any cluster described in Table 6 of Example 2. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 2. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 3. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 4. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 5. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 6. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 7. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 8. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 9. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 10. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 11. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 12. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 13. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 14. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 15. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 16. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 17. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 18. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 19. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 20. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 21. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 22. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 23. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 24. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 25. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 26. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 27. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 28. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 29. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 30. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 31. In one embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 32.


In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30 or 31. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, or 29. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, or 28. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, or 27. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, or 26. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, or 25. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, or 24. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, or 23. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, or 22. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or 21. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, or 18. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, or 17. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, or 16. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, or 15. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, or 14. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, or 13. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, or 12. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or 11. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, or 9. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, or 8. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, or 7. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, or 6. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, or 5. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, or 4. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, or 3. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1 or 2.


In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, or 32.


In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 25, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29 or 32.


In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, or 32.


In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 24, 25, 26, 27, 28, 29, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 30, 31 or 32. Ina further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, or 27. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 9, 10, 11, 12, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 15, 16, 17, 18, 25, 26, 27, 28, 29, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 21, 22, 23, 24, 30, 31 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30 or 32. In a further embodiment the optimal nongenic maize genomic loci to be modified is a genomic sequence selected from cluster 1, 3, 5, 7, 9, 11, 13, 15, 17, 19, 21, 23, 25, 27, 29 or 31.


In one embodiment the optimal nongenic maize genomic loci is selected from the genomic sequences of loci59517_G1 (SEQ ID NO: 1), loci159525_G1 (SEQ ID NO: 199), loci9811_G1 (SEQ ID NO: 365), loci7507_G1 (SEQ ID NO: 543), loci178978_G1 (SEQ ID NO: 687), loci285621_G1 (SEQ ID NO: 875), loci221721_G1 (SEQ ID NO: 1089), loci83937_G1 (SEQ ID NO: 1233), loci37146_G1 (SEQ ID NO: 1369), loci156393_G1 (SEQ ID NO: 1571), loci343678_G1 (SEQ ID NO: 1795), loci60209_G1 (SEQ ID NO: 1980), loci282323_G1 (SEQ ID NO: 2171), loci64542_G1 (SEQ ID NO: 2349), loci162531_G1 (SEQ ID NO: 2557), loci337001_G1 (SEQ ID NO: 2693), loci66202_G1 (SEQ ID NO: 2855), loci185454_G1 (SEQ ID NO: 3004), loci239863_G1 (SEQ ID NO: 3151), loci257541_G1 (SEQ ID NO: 3289), loci217939_G1 (SEQ ID NO: 3455), loci326869_G1 (SEQ ID NO: 3586), loci31710_G1 (SEQ ID NO: 3731), loci81941_G1 (SEQ ID NO: 3849), loci198387_G1 (SEQ ID NO: 3981), loci197372_G1 (SEQ ID NO: 4192), loci106202_G1 (SEQ ID NO: 4401), loci232228_G1 (SEQ ID NO: 4529), loci244324_G1 (SEQ ID NO: 4646), loci157315_G1 (SEQ ID NO: 4836), loci137489_G1 (SEQ ID NO: 5046), and loci31764_G1 (SEQ ID NO: 5162).


In one embodiment the optimal nongenic maize genomic loci is selected from the genomic sequences of loci59517_G1 (SEQ ID NO: 1), loci25001_G1 (SEQ ID NO: 100), loci112632_G1 (SEQ ID NO: 203), loci28905_G1 (SEQ ID NO: 295), loci129164_G1 (SEQ ID NO: 384), loci204726_G1 (SEQ ID NO: 424), loci2425_G1 (SEQ ID NO: 451), loci122036_G1 (SEQ ID NO: 547), loci5735_G1 (SEQ ID NO: 671), loci178978_G1 (SEQ ID NO: 687), loci288388_G1 (SEQ ID NO: 781), loci60310_G1 (SEQ ID NO: 843), loci285621_G1 (SEQ ID NO: 875), loci243330_G1 (SEQ ID NO: 967), loci127038_G1 (SEQ ID NO: 1107), loci262784_G1 (SEQ ID NO: 1147), loci344662_G1 (SEQ ID NO: 1190), loci153894_G1 (SEQ ID NO: 1252), loci28771_G1 (SEQ ID NO: 1300), loci1098_G1 (SEQ ID NO: 1371), loci97772_G1 (SEQ ID NO: 1569), loci156393_G1 (SEQ ID NO: 1571), loci236662_G1 (SEQ ID NO: 1663), loci139485_G1 (SEQ ID NO: 1822), loci301175_G1 (SEQ ID NO: 1906), loci152337_G1 (SEQ ID NO: 2003), loci202616_G1 (SEQ ID NO: 2027), loci203704_G1 (SEQ ID NO: 2033), loci282323_G1


(SEQ ID NO: 2171), loci262782_G1 (SEQ ID NO: 2256), loci64542_G1 (SEQ ID NO: 2349), loci236455_G1 (SEQ ID NO: 2428), loci162531_G1 (SEQ ID NO: 2557), loci301774_G1 (SEQ ID NO: 2632), loci344663_G1 (SEQ ID NO: 2649), loci337001_G1 (SEQ ID NO: 2693), loci204637_G1 (SEQ ID NO: 2731), loci238100_G1 (SEQ ID NO: 2753), loci66202_G1 (SEQ ID NO: 2855), loci264359_G1 (SEQ ID NO: 2934), loci282653_G1 (SEQ ID NO: 3086), loci80282_G1 (SEQ ID NO: 3139), loci291068_G1 (SEQ ID NO: 3230), loci56395_G1 (SEQ ID NO: 3270), loci200497_G1 (SEQ ID NO: 3334), loci232222_G1 (SEQ ID NO: 3357), loci43577_G1 (SEQ ID NO: 3428), loci5607_G1 (SEQ ID NO: 3435), loci114664_G1 (SEQ ID NO: 3457), loci228254_G1 (SEQ ID NO: 3497), loci120993_G1 (SEQ ID NO: 3593), loci53137_G1 (SEQ ID NO: 3702), loci31710_G1 (SEQ ID NO: 3731), loci344664_G1 (SEQ ID NO: 3815), loci81941_G1 (SEQ ID NO: 3849), loci321514_G1 (SEQ ID NO: 3939), loci198387_G1 (SEQ ID NO: 3981), loci301180_G1 (SEQ ID NO: 4113), loci197372_G1 (SEQ ID NO: 4192), loci348776_G1 (SEQ ID NO: 4350), loci244439_G1 (SEQ ID NO: 4458), loci348258_G1 (SEQ ID NO: 4487), loci232228_G1 (SEQ ID NO: 4529), loci322501_G1


(SEQ ID NO: 4610), loci244324_G1 (SEQ ID NO: 4646), loci97232_G1 (SEQ ID NO: 4832), loci157315_G1 (SEQ ID NO: 4836), loci282499_G1 (SEQ ID NO: 4953), loci155031_G1 (SEQ ID NO: 5060), loci301773_G1 (SEQ ID NO: 5110), loci283161_G1 (SEQ ID NO:5213), loci55524_G1 (SEQ ID NO: 5264), loci127268_G1 (SEQ ID NO:2709), loci136086_G1 (SEQ ID NO: 4425), loci232484_G1 (SEQ ID NO: 2053), loci3733_G1 (SEQ ID NO:1923), loci168286_G1 (SEQ ID NO:571), loci128078_G1 (SEQ ID NO:560), loci265551_G1 (SEQ ID NO:463), and loci137693_G1 (SEQ ID NO:387).


In one embodiment the optimal nongenic maize genomic loci is targeted with a DNA of interest, wherein the DNA of interest integrates within or proximal to the zinc finger nuclease target sites. In accordance with an embodiment, exemplary zinc finger target sites of optimal maize select genomic loci are provided in Table 8. In accordance with an embodiment, integration of a DNA of interest occurs within or proximal to the exemplary target sites of: 111879ZFN5 and 111879ZFN7; 111885ZFN1 and 111885ZFN2; SIG11573731v1 and SIG11573732v1; SIG12052311v1 and SIG12052312v1; SIG1152465 and SIG1152466; SIG1156361v1 and SIG1156362v1; SIG12041711v1 and SIG12041712v1; SIG12062115v1 and SIG12062116v1; SIG1207811v1 and SIG1207812v1; and, SIG1573151v1 and SIG1573152v1, ZFN_binding1 and ZFN_binding2, ZFN_binding3 and ZFN_binding4, ZFN_binding5 and ZFN_binding6, ZFN_binding7 and ZFN_binding8, ZFN_binding9 and ZFN_binding10, ZFN_binding11 and ZFN_binding12, ZFN_binding13 and ZFN_binding14, ZFN_binding15 and ZFN_binding16, ZFN_binding17 and ZFN_binding18, ZFN_binding19 and ZFN_binding20, ZFN_binding21 and ZFN_binding22, ZFN_binding23 and ZFN_binding24, ZFN_binding25 and ZFN_binding26, ZFN_binding27 and ZFN_binding28, ZFN_binding29 and ZFN_binding30, ZFN_binding31 and ZFN_binding32, ZFN_binding33 and ZFN_binding34, ZFN_binding35 and ZFN_binding36, ZFN_binding37 and ZFN_binding38, ZFN_binding39 and ZFN_binding40, ZFN_binding41 and ZFN_binding42, ZFN_binding43 and ZFN_binding44, ZFN_binding45 and ZFN_binding46, ZFN_binding47 and ZFN_binding48, ZFN_binding49 and ZFN_binding50, ZFN_binding51 and ZFN_binding52, ZFN_binding53 and ZFN_binding54, ZFN_binding55 and ZFN_binding56, ZFN_binding57 and ZFN_binding58, ZFN_binding59 and ZFN_binding60, ZFN_binding61 and ZFN_binding62, ZFN_binding63 and ZFN_binding64, ZFN_binding65 and ZFN_binding66, ZFN_binding67 and ZFN_binding68, ZFN_binding69 and ZFN_binding70, ZFN_binding71 and ZFN_binding72, ZFN_binding73 and ZFN_binding74, ZFN_binding75 and ZFN_binding76, ZFN_binding77 and ZFN_binding78, ZFN_binding79 and ZFN_binding80, ZFN_binding81 and ZFN_binding82, ZFN_binding83 and ZFN_binding84, ZFN_binding85 and ZFN_binding86, ZFN_binding87 and ZFN_binding88, ZFN_binding89 and ZFN_binding90, ZFN_binding91 and ZFN_binding92, ZFN_binding93 and ZFN_binding94, ZFN_binding95 and ZFN_binding96, ZFN_binding97 and ZFN_binding98, ZFN_binding99 and ZFN_binding100, ZFN_binding101 and ZFN_binding102, ZFN_binding103 and ZFN_binding104, ZFN_binding105 and ZFN_binding106, ZFN_binding107 and


ZFN_binding108, ZFN_binding109 and ZFN_binding110, ZFN_binding111 and ZFN_binding112, ZFN_binding113 and ZFN_binding114, ZFN_binding115 and ZFN_binding116, ZFN_binding117 and ZFN_binding118, ZFN_binding119 and ZFN_binding120, ZFN_binding121 and ZFN_binding122, ZFN_binding123 and ZFN_binding124, ZFN_binding125 and ZFN_binding126, ZFN_binding127 and ZFN_binding128, ZFN_binding129 and ZFN_binding130, ZFN_binding131 and ZFN_binding132.


In accordance with an embodiment, the zinc finger nuclease binds to the zinc finger target site and cleaves the unique maize genomic polynucleotide target sites, whereupon the


DNA of interest integrates within or proximal to the maize genomic polynucleotide target sites. In an embodiment, integration of the DNA of interest within the zinc finger target site may result with rearrangements. In accordance with one embodiment, the rearrangements may comprise deletions, insertions, inversions, and repeats. In an embodiment, integration of the DNA of interest occurs proximal to the zinc finger target site. According to an aspect of the embodiment, the integration of the DNA is proximal to the zinc finger target site, and may integrate within 1.5 Kb, 1.25 Kb, 1.0 Kb, 0.75 Kb, 0.5 Kb, or 0.25 Kb to the zinc finger target site. Insertion within a genomic region proximal to the zinc finger target site is known in the art, see US Patent Pub No. 2010/0257638 A1 (herein incorporated by reference in its entirety).


In accordance with one embodiment the selected nongenic sequence comprises the following characteristics:


a) the nongenic sequence does not contain greater than 1% DNA methylation within the sequence;


b) the nongenic sequence has a relative location value from 0.0984 to 0.973 ratio of genomic distance from a monocot chromosomal centromere, for example a maize chromosomal centromere;


c) the nongenic sequence has a guanine/cytosine percent content range of 34.38 to 61.2%; and,


d) the nongenic sequence is from about 1 Kb to about 4.9 Kb in length.


II. Recombinant Derivatives of Identified Optimal Nongenic Maize Genomic Loci

In accordance with one embodiment, after having identified a genomic loci of a monocot plant, such as maize, as a highly desirable location for inserting polynucleotide donor sequences, one or more nucleic acids of interest can be inserted into the identified genomic locus. In one embodiment the nucleic acid of interest comprises exogenous gene sequences or other desirable polynucleotide donor sequences. In another embodiment, after having identified a genomic loci of a monocot plant, such as maize, as a highly desirable location for inserting polynucleotide donor sequences, one or more nucleic acids of interest of the optimal nongenic maize genomic loci can optionally be deleted, excised or removed with the subsequent integration of the DNA of interest into the identified genomic locus. In one embodiment the insertion of a nucleic acid of interest into the optimal nongenic maize genomic loci comprises removal, deletion, or excision of the exogenous gene sequences or other desirable polynucleotide donor sequences.


The present disclosure further relates to methods and compositions for targeted integration into the select maize genomic locus using ZFNs and a polynucleotide donor construct. The methods for inserting a nucleic acid sequence of interest into the optimal nongenic maize genomic loci, unless otherwise indicated, use conventional techniques in molecular biology, biochemistry, chromatin structure and analysis, cell culture, recombinant DNA and related fields as are within the skill of the art. These techniques are fully explained in the literature. See, for example, Sambrook et al. MOLECULAR CLONING: A LABORATORY MANUAL, Second edition, Cold Spring Harbor Laboratory Press, 1989 and Third edition, 2001; Ausubel et al., CURRENT PROTOCOLS IN MOLECULAR BIOLOGY, John Wiley & Sons, New York, 1987 and periodic updates; the series METHODS IN ENZYMOLOGY, Academic Press, San Diego; Wolfe, CHROMATIN STRUCTURE AND FUNCTION, Third edition, Academic Press, San Diego, 1998; METHODS IN ENZYMOLOGY, Vol. 304, “Chromatin” (P. M. Wassarman and A. P. Wolffe, eds.), Academic Press, San Diego, 1999; and METHODS IN MOLECULAR BIOLOGY, Vol. 119, “Chromatin Protocols” (P. B. Becker, ed.) Humana Press, Totowa, 1999.


Methods for Nucleic Acid Insertion into the Maize Genome


Any of the well known procedures for introducing polynucleotide donor sequences and nuclease sequences as a DNA construct into host cells may be used in accordance with the present disclosure. These include the use of calcium phosphate transfection, polybrene, protoplast fusion, PEG, electroporation, ultrasonic methods (e.g., sonoporation), liposomes, microinjection, naked DNA, plasmid vectors, viral vectors, both episomal and integrative, and any of the other well known methods for introducing cloned genomic DNA, cDNA, synthetic DNA or other foreign genetic material into a host cell (see, e.g., Sambrook et al., supra). It is only necessary that the particular nucleic acid insertion procedure used be capable, of successfully introducing at least one gene into the host cell capable of expressing the protein of choice.


As noted above, DNA constructs may be introduced into the genome of a desired plant species by a variety of conventional techniques. For reviews of such techniques see, for example, Weissbach & Weissbach Methods for Plant Molecular Biology (1988, Academic Press, N.Y.) Section VIII, pp. 421-463; and Grierson & Corey, Plant Molecular Biology (1988, 2d Ed.), Blackie, London, Ch. 7-9. A DNA construct may be introduced directly into the genomic DNA of the plant cell using techniques such as electroporation and microinjection of plant cell protoplasts, by agitation with silicon carbide fibers (See, e.g., U.S. Pat. Nos. 5,302,523 and 5,464,765), or the DNA constructs can be introduced directly to plant tissue using biolistic methods, such as DNA particle bombardment (see, e.g., Klein et al. (1987) Nature 327:70-73). Alternatively, the DNA construct can be introduced into the plant cell via nanoparticle transformation (see, e.g., US Patent Publication No. 20090104700, which is incorporated herein by reference in its entirety). Alternatively, the DNA constructs may be combined with suitable T-DNA border/flanking regions and introduced into a conventional Agrobacterium tumefaciens host vector. Agrobacterium tumefaciens-mediated transformation techniques, including disarming and use of binary vectors, are well described in the scientific literature. See, for example Horsch et al. (1984) Science 233:496-498, and Fraley et al. (1983) Proc. Nat'l. Acad. Sci. USA 80:4803.


In addition, gene transfer may be achieved using non-Agrobacterium bacteria or viruses such as Rhizobium sp. NGR234, Sinorhizoboium meliloti, Mesorhizobium loti, potato virus X, cauliflower mosaic virus and cassava vein mosaic virus and/or tobacco mosaic virus, See, e.g., Chung et al. (2006) Trends Plant Sci. 11(1):1-4. The virulence functions of the Agrobacterium tumefaciens host will direct the insertion of a T-strand containing the construct and adjacent marker into the plant cell DNA when the cell is infected by the bacteria using binary T DNA vector (Bevan (1984) Nuc. Acid Res. 12:8711-8721) or the co-cultivation procedure (Horsch et al. (1985) Science 227:1229-1231). Generally, the Agrobacterium transformation system is used to engineer dicotyledonous plants (Bevan et al. (1982) Ann. Rev. Genet. 16:357-384; Rogers et al. (1986) Methods Enzymol. 118:627-641). The Agrobacterium transformation system may also be used to transform, as well as transfer, DNA to monocotyledonous plants and plant cells. See U.S. Pat. No. 5,591,616; Hernalsteen et al. (1984) EMBO J. 3:3039-3041; Hooykass-Van Slogteren et al. (1984) Nature 311:763-764; Grimsley et al. (1987) Nature 325:1677-179; Boulton et al. (1989) Plant Mol. Biol. 12:31-40; and Gould et al. (1991) Plant Physiol. 95:426-434.


Alternative gene transfer and transformation methods include, but are not limited to, protoplast transformation through calcium-, polyethylene glycol (PEG)- or electroporation-mediated uptake of naked DNA (see Paszkowski et al. (1984) EMBO J. 3:2717-2722, Potrykus et al. (1985) Molec. Gen. Genet. 199:169-177; Fromm et al. (1985) Proc. Nat. Acad. Sci. USA 82:5824-5828; and Shimamoto (1989) Nature 338:274-276) and electroporation of plant tissues (D'Halluin et al. (1992) Plant Cell 4:1495-1505). Additional methods for plant cell transformation include microinjection, silicon carbide mediated DNA uptake (Kaeppler et al. (1990) Plant Cell Reporter 9:415-418), and microprojectile bombardment (see Klein et al. (1988) Proc. Nat. Acad. Sci. USA 85:4305-4309; and Gordon-Kamm et al. (1990) Plant Cell 2:603-618).


In one embodiment a nucleic acid of interest introduced into a host cell for targeted insertion into the genome comprises homologous flanking sequences on one or both ends of the targeted nucleic acid of interest. In such an embodiment, the homologous flanking sequences contain sufficient levels of sequence identity to a monocot genomic sequence, for example a maize genomic sequence, to support homologous recombination between it and the genomic sequence to which it bears homology. Approximately 25, 50, 100, 200, 500, 750, 1000, 1500, or 2000 nucleotides, or more of sequence identity, ranging from 70% to 100%, between a donor and a genomic sequence (or any integral value between 10 and 200 nucleotides, or more) will support homologous recombination therebetween.


In another embodiment the targeted nucleic acid of interest lacks homologous flanking sequences, and the targeted nucleic acid of interest shares low to very low levels of sequence identity with a genomic sequence.


In other embodiments of targeted recombination and/or replacement and/or alteration of a sequence in a region of interest in cellular chromatin, a chromosomal sequence is altered by homologous recombination with an exogenous “donor” nucleotide sequence. Such homologous recombination is stimulated by the presence of a double-stranded break in cellular chromatin, if sequences homologous to the region of the break are present. Double-strand breaks in cellular chromatin can also stimulate cellular mechanisms of non-homologous end joining. In any of the methods described herein, the first nucleotide sequence (the “donor sequence”) can contain sequences that are homologous, but not identical, to genomic sequences in the region of interest, thereby stimulating homologous recombination to insert a non-identical sequence in the region of interest. Thus, in certain embodiments, portions of the donor sequence that are homologous to sequences in the region of interest exhibit between about 80, 85, 90, 95, 97.5, to 99% (or any integer therebetween) sequence identity to the genomic sequence that is replaced. In other embodiments, the homology between the donor and genomic sequence is higher than 99%, for example if only 1 nucleotide differs as between donor and genomic sequences of over 100 contiguous base pairs.


In certain cases, a non-homologous portion of the donor sequence can contain sequences not present in the region of interest, such that new sequences are introduced into the region of interest. In these instances, the non-homologous sequence is generally flanked by sequences of 50 to 2,000 base pairs (or any integral value therebetween) or any number of base pairs greater than 2,000, that are homologous or identical to sequences in the region of interest. In other embodiments, the donor sequence is non-homologous to the region of interest, and is inserted into the genome by non-homologous recombination mechanisms.


In accordance with one embodiment a zinc finger nuclease (ZFN) is used to introduce a double strand break in a targeted genomic locus to facilitate the insertion of a nucleic acid of interest. Selection of a target site within the selected genomic locus for binding by a zinc finger domain can be accomplished, for example, according to the methods disclosed in U.S. Pat. No. 6,453,242, the disclosure of which is incorporated herein, that also discloses methods for designing zinc finger proteins (ZFPs) to bind to a selected sequence. It will be clear to those skilled in the art that simple visual inspection of a nucleotide sequence can also be used for selection of a target site. Accordingly, any means for target site selection can be used in the methods described herein.


For ZFP DNA-binding domains, target sites are generally composed of a plurality of adjacent target subsites. A target subsite refers to the sequence, usually either a nucleotide triplet or a nucleotide quadruplet which may overlap by one nucleotide with an adjacent quadruplet that is bound by an individual zinc finger. See, for example, WO 02/077227, the disclosure of which is incorporated herein. A target site generally has a length of at least 9 nucleotides and, accordingly, is bound by a zinc finger binding domain comprising at least three zinc fingers. However binding of, for example, a 4-finger binding domain to a 12-nucleotide target site, a 5-finger binding domain to a 15-nucleotide target site or a 6-finger binding domain to an 18-nucleotide target site, is also possible. As will be apparent, binding of larger binding domains (e.g., 7-, 8-, 9-finger and more) to longer target sites is also consistent with the subject disclosure.


In accordance with one embodiment, it is not necessary for a target site to be a multiple of three nucleotides. In cases in which cross-strand interactions occur (see, e.g., U.S. Pat. No. 6,453,242 and WO 02/077227), one or more of the individual zinc fingers of a multi-finger binding domain can bind to overlapping quadruplet subsites. As a result, a three-finger protein can bind a 10-nucleotide sequence, wherein the tenth nucleotide is part of a quadruplet bound by a terminal finger, a four-finger protein can bind a 13-nucleotide sequence, wherein the thirteenth nucleotide is part of a quadruplet bound by a terminal finger, etc.


The length and nature of amino acid linker sequences between individual zinc fingers in a multi-finger binding domain also affects binding to a target sequence. For example, the presence of a so-called “non-canonical linker,” “long linker” or “structured linker” between adjacent zinc fingers in a multi-finger binding domain can allow those fingers to bind subsites which are not immediately adjacent. Non-limiting examples of such linkers are described, for example, in U.S. Pat. No. 6,479,626 and WO 01/53480. Accordingly, one or more subsites, in a target site for a zinc finger binding domain, can be separated from each other by 1, 2, 3, 4, 5 or more nucleotides. One nonlimiting example would be a four-finger binding domain that binds to a 13-nucleotide target site comprising, in sequence, two contiguous 3-nucleotide subsites, an intervening nucleotide, and two contiguous triplet subsites.


While DNA-binding polypeptides identified from proteins that exist in nature typically bind to a discrete nucleotide sequence or motif (e.g., a consensus recognition sequence), methods exist and are known in the art for modifying many such DNA-binding polypeptides to recognize a different nucleotide sequence or motif. DNA-binding polypeptides include, for example and without limitation: zinc finger DNA-binding domains; leucine zippers; UPA DNA-binding domains; GAL4; TAL; LexA; a Tet repressor; LacR; and a steroid hormone receptor.


In some examples, a DNA-binding polypeptide is a zinc finger. Individual zinc finger motifs can be designed to target and bind specifically to any of a large range of DNA sites. Canonical Cys2His2 (as well as non-canonical Cys3His) zinc finger polypeptides bind DNA by inserting an α-helix into the major groove of the target DNA double helix. Recognition of DNA by a zinc finger is modular; each finger contacts primarily three consecutive base pairs in the target, and a few key residues in the polypeptide mediate recognition. By including multiple zinc finger DNA-binding domains in a targeting endonuclease, the DNA-binding specificity of the targeting endonuclease may be further increased (and hence the specificity of any gene regulatory effects conferred thereby may also be increased). See, e.g., Urnov et al. (2005) Nature 435:646-51. Thus, one or more zinc finger DNA-binding polypeptides may be engineered and utilized such that a targeting endonuclease introduced into a host cell interacts with a DNA sequence that is unique within the genome of the host cell. Preferably, the zinc finger protein is non-naturally occurring in that it is engineered to bind to a target site of choice. See, for example, Beerli et al. (2002) Nature Biotechnol. 20:135-141; Pabo et al. (2001) Ann. Rev. Biochem. 70:313-340; Isalan et al. (2001) Nature Biotechnol. 19:656-660; Segal et al. (2001) Curr. Opin. Biotechnol. 12:632-637; Choo et al. (2000) Curr. Opin. Struct. Biol. 10:411-416; U.S. Pat. Nos. 6,453,242; 6,534,261; 6,599,692; 6,503,717; 6,689,558; 7,030,215; 6,794,136; 7,067,317; 7,262,054; 7,070,934; 7,361,635; 7,253,273; and U.S. Patent Publication Nos. 2005/0064474; 2007/0218528; 2005/0267061, all incorporated herein by reference in their entireties.


An engineered zinc finger binding domain can have a novel binding specificity, compared to a naturally-occurring zinc finger protein. Engineering methods include, but are not limited to, rational design and various types of selection. Rational design includes, for example, using databases comprising triplet (or quadruplet) nucleotide sequences and individual zinc finger amino acid sequences, in which each triplet or quadruplet nucleotide sequence is associated with one or more amino acid sequences of zinc fingers which bind the particular triplet or quadruplet sequence. See, for example, co-owned U.S. Pat. Nos. 6,453,242 and 6,534,261, incorporated by reference herein in their entireties.


Alternatively, the DNA-binding domain may be derived from a nuclease. For example, the recognition sequences of homing endonucleases and meganucleases such as I-SceI, I-CeuI, PI-PspI, PI-Sce, I-SceIV, I-CsmI, I-PanI, I-SceII, I-PpoI, I-SceIII, I-CreI, I-TevI, I-TevII and I-TevIII are known. See also U.S. Pat. No. 5,420,032; U.S. Pat. No. 6,833,252; Belfort et al. (1997) Nucleic Acids Res. 25:3379-3388; Dujon et al. (1989) Gene 82:115-118; Perler et al. (1994) Nucleic Acids Res. 22, 1125-1127; Jasin (1996) Trends Genet. 12:224-228; Gimble et al. (1996) J. Mol. Biol. 263:163-180; Argast et al. (1998) J. Mol. Biol. 280:345-353 and the New England Biolabs catalogue. In addition, the DNA-binding specificity of homing endonucleases and meganucleases can be engineered to bind non-natural target sites. See, for example, Chevalier et al. (2002) Molec. Cell 10:895-905; Epinat et al. (2003) Nucleic Acids Res. 31:2952-2962; Ashworth et al. (2006) Nature 441:656-659; Paques et al. (2007) Current Gene Therapy 7:49-66; U.S. Patent Publication No. 20070117128.


As another alternative, the DNA-binding domain may be derived from a leucine zipper protein. Leucine zippers are a class of proteins that are involved in protein-protein interactions in many eukaryotic regulatory proteins that are important transcription factors associated with gene expression. The leucine zipper refers to a common structural motif shared in these transcriptional factors across several kingdoms including animals, plants, yeasts, etc. The leucine zipper is formed by two polypeptides (homodimer or heterodimer) that bind to specific DNA sequences in a manner where the leucine residues are evenly spaced through an α-helix, such that the leucine residues of the two polypeptides end up on the same face of the helix. The DNA binding specificity of leucine zippers can be utilized in the DNA-binding domains disclosed herein.


In some embodiments, the DNA-binding domain is an engineered domain from a TAL effector derived from the plant pathogen Xanthomonas (see, Miller et al. (2011) Nature Biotechnology 29(2):143-8; Boch et al, (2009) Science 29 Oct. 2009 (10.1126/science.117881) and Moscou and Bogdanove, (2009) Science 29 Oct. 2009 (10.1126/science.1178817; and U.S. Patent Publication Nos. 20110239315, 20110145940 and 20110301073).


The CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats)/Cas (CRISPR Associated) nuclease system is a recently engineered nuclease system based on a bacterial system that can be used for genome engineering. It is based on part of the adaptive immune response of many bacteria and Archea. When a virus or plasmid invades a bacterium, segments of the invader's DNA are converted into CRISPR RNAs (crRNA) by the ‘immune’ response. This crRNA then associates, through a region of partial complementarity, with another type of RNA called tracrRNA to guide the Cas9 nuclease to a region homologous to the crRNA in the target DNA called a “protospacer”. Cas9 cleaves the DNA to generate blunt ends at the DSB at sites specified by a 20-nucleotide guide sequence contained within the crRNA transcript. Cas9 requires both the crRNA and the tracrRNA for site specific DNA recognition and cleavage. This system has now been engineered such that the crRNA and tracrRNA can be combined into one molecule (the “single guide RNA”), and the crRNA equivalent portion of the single guide RNA can be engineered to guide the Cas9 nuclease to target any desired sequence (see Jinek et al (2012) Science 337, p. 816-821, Jinek et al, (2013), eLife 2:e00471, and David Segal, (2013) eLife 2:e00563). Thus, the CRISPR/Cas system can be engineered to create a double-stranded break (DSB) at a desired target in a genome, and repair of the DSB can be influenced by the use of repair inhibitors to cause an increase in error prone repair.


In certain embodiments, Cas protein may be a “functional derivative” of a naturally occurring Cas protein. A “functional derivative” of a native sequence polypeptide is a compound having a qualitative biological property in common with a native sequence polypeptide. “Functional derivatives” include, but are not limited to, fragments of a native sequence and derivatives of a native sequence polypeptide and its fragments, provided that they have a biological activity in common with a corresponding native sequence polypeptide. A biological activity contemplated herein is the ability of the functional derivative to hydrolyze a DNA substrate into fragments. The term “derivative” encompasses both amino acid sequence variants of polypeptide, covalent modifications, and fusions thereof. Suitable derivatives of a Cas polypeptide or a fragment thereof include but are not limited to mutants, fusions, covalent modifications of Cas protein or a fragment thereof. Cas protein, which includes Cas protein or a fragment thereof, as well as derivatives of Cas protein or a fragment thereof, may be obtainable from a cell or synthesized chemically or by a combination of these two procedures. The cell may be a cell that naturally produces Cas protein, or a cell that naturally produces Cas protein and is genetically engineered to produce the endogenous Cas protein at a higher expression level or to produce a Cas protein from an exogenously introduced nucleic acid, which nucleic acid encodes a Cas that is same or different from the endogenous Cas. In some case, the cell does not naturally produce Cas protein and is genetically engineered to produce a Cas protein. The Cas protein is deployed in mammalian cells (and putatively within plant cells) by co-expressing the Cas nuclease with guide RNA. Two forms of guide RNAs can be ued to facilitate Cas-mediated genome cleavage as disclosed in Le Cong, F., et al., (2013) Science 339(6121):819-823.


In other embodiments, the DNA-binding domain may be associated with a cleavage (nuclease) domain. For example, homing endonucleases may be modified in their DNA-binding specificity while retaining nuclease function. In addition, zinc finger proteins may also be fused to a cleavage domain to form a zinc finger nuclease (ZFN). The cleavage domain portion of the fusion proteins disclosed herein can be obtained from any endonuclease or exonuclease. Exemplary endonucleases from which a cleavage domain can be derived include, but are not limited to, restriction endonucleases and homing endonucleases. See, for example, 2002-2003 Catalogue, New England Biolabs, Beverly, Mass.; and Belfort et al. (1997) Nucleic Acids Res. 25:3379-3388. Additional enzymes which cleave DNA are known (e.g., 51 Nuclease; mung bean nuclease; pancreatic DNase I; micrococcal nuclease; yeast HO endonuclease; see also Linn et al. (eds.) Nucleases, Cold Spring Harbor Laboratory Press, 1993). Non limiting examples of homing endonucleases and meganucleases include I-SceI, I-CeuI, PI-PspI, PI-Sce, I-SceIV, I-CsmI, I-PanI, I-SceII, I-PpoI, I-SceIII, I-CreI, I-TevI, I-TevII and I-TevIII are known. See also U.S. Pat. No. 5,420,032; U.S. Pat. No. 6,833,252; Belfort et al. (1997) Nucleic Acids Res. 25:3379-3388; Dujon et al. (1989) Gene 82:115-118; Perler et al. (1994) Nucleic Acids Res. 22, 1125-1127; Jasin (1996) Trends Genet. 12:224-228; Gimble et al. (1996) J. Mol. Biol. 263:163-180; Argast et al. (1998) J. Mol. Biol. 280:345-353 and the New England Biolabs catalogue. One or more of these enzymes (or functional fragments thereof) can be used as a source of cleavage domains and cleavage half-domains.


Restriction endonucleases (restriction enzymes) are present in many species and are capable of sequence-specific binding to DNA (at a recognition site), and cleaving DNA at or near the site of binding. Certain restriction enzymes (e.g., Type IIS) cleave DNA at sites removed from the recognition site and have separable binding and cleavage domains. For example, the Type IIS enzyme FokI catalyzes double-stranded cleavage of DNA, at 9 nucleotides from its recognition site on one strand and 13 nucleotides from its recognition site on the other. See, for example, U.S. Pat. Nos. 5,356,802; 5,436,150 and 5,487,994; as well as Li et al. (1992) Proc. Natl. Acad. Sci. USA 89:4275-4279; Li et al. (1993) Proc. Natl. Acad. Sci. USA 90:2764-2768; Kim et al. (1994a) Proc. Natl. Acad. Sci. USA 91:883-887; Kim et al. (1994b) J. Biol. Chem. 269:31,978-31,982. Thus, in one embodiment, fusion proteins comprise the cleavage domain (or cleavage half-domain) from at least one Type IIS restriction enzyme and one or more zinc finger binding domains, which may or may not be engineered.


An exemplary Type IIS restriction enzyme, whose cleavage domain is separable from the binding domain, is FokI. This particular enzyme is active as a dimer. Bitinaite et al. (1998) Proc. Natl. Acad. Sci. USA 95: 10,570-10,575. Accordingly, for the purposes of the present disclosure, the portion of the FokI enzyme used in the disclosed fusion proteins is considered a cleavage half-domain. Thus, for targeted double-stranded cleavage and/or targeted replacement of cellular sequences using zinc finger-FokI fusions, two fusion proteins, each comprising a FokI cleavage half-domain, can be used to reconstitute a catalytically active cleavage domain. Alternatively, a single polypeptide molecule containing a zinc finger binding domain and two FokI cleavage half-domains can also be used. Parameters for targeted cleavage and targeted sequence alteration using zinc finger-FokI fusions are provided elsewhere in this disclosure.


A cleavage domain or cleavage half-domain can be any portion of a protein that retains cleavage activity, or that retains the ability to multimerize (e.g., dimerize) to form a functional cleavage domain. Exemplary Type IIS restriction enzymes are described in International Publication WO 2007/014275, incorporated by reference herein in its entirety.


To enhance cleavage specificity, cleavage domains may also be modified. In certain embodiments, variants of the cleavage half-domain are employed these variants minimize or prevent homodimerization of the cleavage half-domains. Non-limiting examples of such modified cleavage half-domains are described in detail in WO 2007/014275, incorporated by reference in its entirety herein. In certain embodiments, the cleavage domain comprises an engineered cleavage half-domain (also referred to as dimerization domain mutants) that minimize or prevent homodimerization. Such embodiments are known to those of skill the art and described for example in U.S. Patent Publication Nos. 20050064474; 20060188987; 20070305346 and 20080131962, the disclosures of all of which are incorporated by reference in their entireties herein. Amino acid residues at positions 446, 447, 479, 483, 484, 486, 487, 490, 491, 496, 498, 499, 500, 531, 534, 537, and 538 of FokI are all targets for influencing dimerization of the FokI cleavage half-domains.


Additional engineered cleavage half-domains of FokI that form obligate heterodimers can also be used in the ZFNs described herein. Exemplary engineered cleavage half-domains of Fok I that form obligate heterodimers include a pair in which a first cleavage half-domain includes mutations at amino acid residues at positions 490 and 538 of Fok I and a second cleavage half-domain includes mutations at amino acid residues 486 and 499. In one embodiment, a mutation at 490 replaces Glu (E) with Lys (K); the mutation at 538 replaces Iso (I) with Lys (K); the mutation at 486 replaced Gln (Q) with Glu (E); and the mutation at position 499 replaces Iso (I) with Lys (K). Specifically, the engineered cleavage half-domains described herein were prepared by mutating positions 490 (E→K) and 538 (I→K) in one cleavage half-domain to produce an engineered cleavage half-domain designated “E490K:I538K” and by mutating positions 486 (Q→E) and 499 (I→L) in another cleavage half-domain to produce an engineered cleavage half-domain designated “Q486E:I499L”. The engineered cleavage half-domains described herein are obligate heterodimer mutants in which aberrant cleavage is minimized or abolished. See, e.g., U.S. Patent Publication No. 2008/0131962, the disclosure of which is incorporated by reference in its entirety for all purposes. In certain embodiments, the engineered cleavage half-domain comprises mutations at positions 486, 499 and 496 (numbered relative to wild-type FokI), for instance mutations that replace the wild type Gln (Q) residue at position 486 with a Glu (E) residue, the wild type Iso (I) residue at position 499 with a Leu (L) residue and the wild-type Asn (N) residue at position 496 with an Asp (D) or Glu (E) residue (also referred to as a “ELD” and “ELE” domains, respectively). In other embodiments, the engineered cleavage half-domain comprises mutations at positions 490, 538 and 537 (numbered relative to wild-type FokI), for instance mutations that replace the wild type Glu (E) residue at position 490 with a Lys (K) residue, the wild type Iso (I) residue at position 538 with a Lys (K) residue, and the wild-type His (H) residue at position 537 with a Lys (K) residue or a Arg (R) residue (also referred to as “KKK” and “KKR” domains, respectively). In other embodiments, the engineered cleavage half-domain comprises mutations at positions 490 and 537 (numbered relative to wild-type FokI), for instance mutations that replace the wild type Glu (E) residue at position 490 with a Lys (K) residue and the wild-type His (H) residue at position 537 with a Lys (K) residue or a Arg (R) residue (also referred to as “KIK” and “KIR” domains, respectively). (See US Patent Publication No. 20110201055). In other embodiments, the engineered cleavage half domain comprises the “Sharkey” and/or “Sharkey′” mutations (see Guo et al, (2010) J. Mol. Biol. 400(1):96-107).


Engineered cleavage half-domains described herein can be prepared using any suitable method, for example, by site-directed mutagenesis of wild-type cleavage half-domains (Fok I) as described in U.S. Patent Publication Nos. 20050064474; 20080131962; and 20110201055. Alternatively, nucleases may be assembled in vivo at the nucleic acid target site using so-called “split-enzyme” technology (see e.g. U.S. Patent Publication No. 20090068164). Components of such split enzymes may be expressed either on separate expression constructs, or can be linked in one open reading frame where the individual components are separated, for example, by a self-cleaving 2A peptide or IRES sequence. Components may be individual zinc finger binding domains or domains of a meganuclease nucleic acid binding domain.


Nucleases can be screened for activity prior to use, for example in a yeast-based chromosomal system as described in WO 2009/042163 and 20090068164. Nuclease expression constructs can be readily designed using methods known in the art. See, e.g., United States Patent Publications 20030232410; 20050208489; 20050026157; 20050064474; 20060188987; 20060063231; and International Publication WO 07/014275. Expression of the nuclease may be under the control of a constitutive promoter or an inducible promoter, for example the galactokinase promoter which is activated (de-repressed) in the presence of raffinose and/or galactose and repressed in presence of glucose.


Distance between target sites refers to the number of nucleotides or nucleotide pairs intervening between two target sites as measured from the edges of the sequences nearest each other. In certain embodiments in which cleavage depends on the binding of two zinc finger domain/cleavage half-domain fusion molecules to separate target sites, the two target sites can be on opposite DNA strands. In other embodiments, both target sites are on the same DNA strand. For targeted integration into the optimal genomic locus, one or more ZFPs are engineered to bind a target site at or near the predetermined cleavage site, and a fusion protein comprising the engineered DNA-binding domain and a cleavage domain is expressed in the cell. Upon binding of the zinc finger portion of the fusion protein to the target site, the DNA is cleaved, preferably via a double-stranded break, near the target site by the cleavage domain.


The presence of a double-stranded break in the optimal genomic locus facilitates integration of exogenous sequences via homologous recombination. Thus, in one embodiment the polynucleotide comprising the nucleic acid sequence of interest to be inserted into the targeted genomic locus will include one or more regions of homology with the targeted genomic locus to facilitate homologous recombination.


In addition to the fusion molecules described herein, targeted replacement of a selected genomic sequence also involves the introduction of a donor sequence. The polynucleotide donor sequence can be introduced into the cell prior to, concurrently with, or subsequent to, expression of the fusion protein(s). In one embodiment the donor polynucleotide contains sufficient homology to the optimal genomic locus to support homologous recombination between it and the optimal genomic locus genomic sequence to which it bears homology. Approximately 25, 50, 100, 200, 500, 750, 1,000, 1,500, 2,000 nucleotides or more of sequence homology between a donor and a genomic sequence, or any integral value between 10 and 2,000 nucleotides or more, will support homologous recombination. In certain embodiments, the homology arms are less than 1,000 basepairs in length. In other embodiments, the homology arms are less than 750 base pairs in length. In one embodiment, donor polynucleotide sequences can comprise a vector molecule containing sequences that are not homologous to the region of interest in cellular chromatin. A donor polynucleotide molecule can contain several, discontinuous regions of homology to cellular chromatin. For example, for targeted insertion of sequences not normally present in a region of interest, said sequences can be present in a donor nucleic acid molecule and flanked by regions of homology to sequence in the region of interest. The donor polynucleotide can be DNA or RNA, single-stranded or double-stranded and can be introduced into a cell in linear or circular form. See, e.g., U.S. Patent Publication Nos. 20100047805, 20110281361, 20110207221 and U.S. application Ser. No. 13/889,162. If introduced in linear form, the ends of the donor sequence can be protected (e.g., from exonucleolytic degradation) by methods known to those of skill in the art. For example, one or more dideoxynucleotide residues are added to the 3′ terminus of a linear molecule and/or self-complementary oligonucleotides are ligated to one or both ends. See, for example, Chang et al. (1987) Proc. Natl. Acad. Sci. USA 84:4959-4963; Nehls et al. (1996) Science 272:886-889. Additional methods for protecting exogenous polynucleotides from degradation include, but are not limited to, addition of terminal amino group(s) and the use of modified internucleotide linkages such as, for example, phosphorothioates, phosphoramidates, and O-methyl ribose or deoxyribose residues.


In accordance with one embodiment a method of preparing a transgenic monocot plant, such as a transgenic maize plant, is provided wherein a DNA of interest has been inserted into an optimal nongenic maize genomic locus. The method comprises the steps of:


a. selecting an optimal nongenic maize locus as a target for insertion of the nucleic acid of interest;


b. introducing a site specific nuclease into a monocot plant cell, such as a maize plant cell, wherein the site specific nuclease cleaves the nongenic sequence;


c. introducing the DNA of interest into the plant cell; and


d. selecting transgenic plant cells comprising the DNA of interest targeted to said nongenic sequence.


In accordance with one embodiment a method of preparing a transgenic monocot protoplast cell, such as a transgenic maize protoplast cell, is provided wherein a DNA of interest has been inserted into an optimal nongenic maize genomic locus. The method comprises the steps of:


a. selecting an optimal nongenic maize locus as a target for insertion of the nucleic acid of interest;


b. introducing a site specific nuclease into a maize protoplast cell, wherein the site specific nuclease cleaves the nongenic sequence;


c. introducing the DNA of interest into the maize protoplast cell; and


d. selecting the transgenic maize protoplast cell comprising the DNA of interest targeted to said nongenic sequence.


In one embodiment the site specific nuclease is selected from the group consisting of a Zinc Finger nuclease, a CRISPR nuclease, a TALEN nuclease, or a meganuclease, and more particularly in one embodiment the site specific nuclease is a Zinc Finger nuclease. In accordance with one embodiment the DNA of interest is integrated within said nongenic sequence via a homology directed repair integration method. Alternatively, in some embodiments the DNA of interest is integrated within said nongenic sequence via a non-homologous end joining integration method. In additional embodiments, the DNA of interest is integrated within said nongenic sequence via a previously undescribed integration method. In one embodiment the method comprises selecting a optimal nongenic maize genomic locus for targeted insertion of a DNA of interest that has 2, 3, 4, 5, 6, 7, or 8 of the following characteristics:


a. the nongenic sequence is at least 1 Kb in length and does not contain greater than 1% DNA methylation within the sequence


b. the nongenic sequence exhibits a 0.00041 to 62.42 cM/Mb rate of recombination within the monocot genome, such as a maize genome;


c. the nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the monocot genome, such as a maize genome;


d. the nongenic sequence shares less than 40% sequence identity with any other sequence contained in the monocot genome, such as a maize genome;


e. the nongenic sequence has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a monocot chromosomal centromere, such as a maize chromosomal centromere;


f. the nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;


g. the nongenic sequence is located proximally to a genic sequence; and,


h. a 1 Mb region of monocot genomic sequence, such as a maize genomic sequence, comprising said nongenic sequence comprises one or more additional nongenic sequences. In one embodiment the optimal nongenic maize locus is selected from a loci of cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 2, 3, 4, 5, 6, 7, 8, 9, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32.


Delivery


The donor molecules disclosed herein are integrated into a genome of a cell via targeted, homology-independent and/or homology-dependent methods. For such targeted integration, the genome is cleaved at a desired location (or locations) using a nuclease, for example, a fusion between a DNA-binding domain (e.g., zinc finger binding domain, CRISPR or TAL effector domain is engineered to bind a target site at or near the predetermined cleavage site) and nuclease domain (e.g., cleavage domain or cleavage half-domain). In certain embodiments, two fusion proteins, each comprising a DNA-binding domain and a cleavage half-domain, are expressed in a cell, and bind to target sites which are juxtaposed in such a way that a functional cleavage domain is reconstituted and DNA is cleaved in the vicinity of the target sites. In one embodiment, cleavage occurs between the target sites of the two DNA-binding domains. One or both of the DNA-binding domains can be engineered. See, also, U.S. Pat. No. 7,888,121; U.S. Patent Publication 20050064474 and International Patent Publications WO05/084190, WO05/014791 and WO 03/080809.


The nucleases as described herein can be introduced as polypeptides and/or polynucleotides. For example, two polynucleotides, each comprising sequences encoding one of the aforementioned polypeptides, can be introduced into a cell, and when the polypeptides are expressed and each binds to its target sequence, cleavage occurs at or near the target sequence. Alternatively, a single polynucleotide comprising sequences encoding both fusion polypeptides is introduced into a cell. Polynucleotides can be DNA, RNA or any modified forms or analogues or DNA and/or RNA.


Following the introduction of a double-stranded break in the region of interest, the transgene is integrated into the region of interest in a targeted manner via non-homology dependent methods (e.g., non-homologous end joining (NHEJ)) following linearization of a double-stranded donor molecule as described herein. The double-stranded donor is preferably linearized in vivo with a nuclease, for example one or more of the same or different nucleases that are used to introduce the double-stranded break in the genome. Synchronized cleavage of the chromosome and the donor in the cell may limit donor DNA degradation (as compared to linearization of the donor molecule prior to introduction into the cell). The nuclease target sites used for linearization of the donor preferably do not disrupt the transgene(s) sequence(s).


The transgene may be integrated into the genome in the direction expected by simple ligation of the nuclease overhangs (designated “forward” or “AB” orientation) or in the alternate direction (designated “reverse” or “BA” orientation). In certain embodiments, the transgene is integrated following accurate ligation of the donor and chromosome overhangs. In other embodiments, integration of the transgene in either the BA or AB orientation results in deletion of several nucleotides.


Through the application of techniques such as these, the cells of virtually any species may be stably transformed. In some embodiments, transforming DNA is integrated into the genome of the host cell. In the case of multicellular species, transgenic cells may be regenerated into a transgenic organism. Any of these techniques may be used to produce a transgenic plant, for example, comprising one or more donor polynucleotide acid sequences in the genome of the transgenic plant.


The delivery of nucleic acids may be introduced into a plant cell in embodiments of the invention by any method known to those of skill in the art, including, for example and without limitation: by transformation of protoplasts (See, e.g., U.S. Pat. No. 5,508,184); by desiccation/inhibition-mediated DNA uptake (See, e.g., Potrykus et al. (1985) Mol. Gen. Genet. 199:183-8); by electroporation (See, e.g., U.S. Pat. No. 5,384,253); by agitation with silicon carbide fibers (See, e.g., U.S. Pat. Nos. 5,302,523 and 5,464,765); by Agrobacterium-mediated transformation (See, e.g., U.S. Pat. Nos. 5,563,055, 5,591,616, 5,693,512, 5,824,877, 5,981,840, and 6,384,301); by acceleration of DNA-coated particles (See, e.g., U.S. Pat. Nos. 5,015,580, 5,550,318, 5,538,880, 6,160,208, 6,399,861, and 6,403,865) and by Nanoparticles, nanocarriers and cell penetrating peptides (W0201126644A2; W02009046384A1; W02008148223A1) in the methods to deliver DNA, RNA, Peptides and/or proteins or combinations of nucleic acids and peptides into plant cells.


The most widely-utilized method for introducing an expression vector into plants is based on the natural transformation system of Agrobacterium. A. tumefaciens and A. rhizogenes are plant pathogenic soil bacteria that genetically transform plant cells. The Ti and Ri plasmids of A. tumefaciens and A. rhizogenes, respectively, carry genes responsible for genetic transformation of the plant. The Ti (tumor-inducing)-plasmids contain a large segment, known as T-DNA, which is transferred to transformed plants. Another segment of the Ti plasmid, the vir region, is responsible for T-DNA transfer. The T-DNA region is bordered by left-hand and right-hand borders that are each composed of terminal repeated nucleotide sequences. In some modified binary vectors, the tumor-inducing genes have been deleted, and the functions of the vir region are utilized to transfer foreign DNA bordered by the T-DNA border sequences. The T-region may also contain, for example, a selectable marker for efficient recovery of transgenic plants and cells, and a multiple cloning site for inserting sequences for transfer such as a nucleic acid encoding a fusion protein of the invention.


Thus, in some embodiments, a plant transformation vector is derived from a Ti plasmid of A. tumefaciens (See, e.g., U.S. Pat. Nos. 4,536,475, 4,693,977, 4,886,937, and 5,501,967; and European Patent EP 0 122 791) or a Ri plasmid of A. rhizogenes. Additional plant transformation vectors include, for example and without limitation, those described by Herrera-Estrella et al. (1983) Nature 303:209-13; Bevan et al. (1983), supra; Klee et al. (1985) Bio/Technol. 3:637-42; and in European Patent EP 0 120 516, and those derived from any of the foregoing. Other bacteria, such as Sinorhizobium, Rhizobium, and Mesorhizobium, that naturally interact with plants can be modified to mediate gene transfer to a number of diverse plants. These plant-associated symbiotic bacteria can be made competent for gene transfer by acquisition of both a disarmed Ti plasmid and a suitable binary vector.


The Nucleic Acid of Interest


The polynucleotide donor sequences for targeted insertion into a genomic locus of a monocot plant, such as a maize plant cell typically range in length from about 10 to about 5,000 nucleotides. However, nucleotides substantially longer, up to 20,000 nucleotides can be used, including sequences of about 5, 6, 7, 8, 9, 10, 11 and 12 Kb in length. Additionally, donor sequences can comprise a vector molecule containing sequences that are not homologous to the replaced region. In one embodiment the nucleic acid of interest will include one or more regions that share homology with the targeted genomic loci. Generally, the homologous region(s) of the nucleic acid sequence of interest will have at least 50% sequence identity to a genomic sequence with which recombination is desired. In certain embodiments, the homologous region(s) of the nucleic acid of interest shares 60%, 70%, 80%, 90%, 95%, 98%, 99%, or 99.9% sequence identity with sequences located in the targeted genomic locus. However, any value between 1% and 100% sequence identity can be present, depending upon the length of the nucleic acid of interest.


A nucleic acid of interest can contain several, discontinuous regions of sequence sharing relatively high sequence identity to cellular chromatin. For example, for targeted insertion of sequences not normally present in a targeted genomic locus, the unique sequences can be present in a donor nucleic acid molecule and flanked by regions of sequences that share a relatively high sequence identity to a sequence present in the targeted genomic locus.


A nucleic acid of interest can also be inserted into a targeted genomic locus to serve as a reservoir for later use. For example, a first nucleic acid sequence comprising sequences homologous to a nongenic region of the genome of a monocot plant, such as a maize plant, but containing a nucleic acid of interest (optionally encoding a ZFN under the control of an inducible promoter), may be inserted in a targeted genomic locus. Next, a second nucleic acid sequence is introduced into the cell to induce the insertion of a DNA of interest into an optimal nongenic genomic locus of a monocot plant, such as a maize plant. Either the first nucleic acid sequence comprises a ZFN specific to the optimal nongenic maize genomic locus and the second nucleic acid sequence comprises the DNA sequence of interest, or vice versa. In one embodiment the ZFN will cleave both the optimal nongenic maize genomic locus and the nucleic acid of interest. The resulting double stranded break in the genome can then become the integration site for the nucleic acid of interest released from the optimal genomic locus. Alternatively, expression of a ZFN already located in the genome can be induced after introduction of the DNA of interest to induce a double stranded break in the genome that can then become the integration site for the introduced nucleic acid of interest. In this way, the efficiency of targeted integration of a DNA of interest at any region of interest may be improved since the method does not rely on simultaneous uptake of both the nucleic acids encoding the ZFNs and the DNA of interest.


A nucleic acid of interest can also be inserted into an optimal nongenic maize genomic locus to serve as a target site for subsequent insertions. For example, a nucleic acid of interest comprised of DNA sequences that contain recognition sites for additional ZFN designs may be inserted into the locus. Subsequently, additional ZFN designs may be generated and expressed in cells such that the original nucleic acid of interest is cleaved and modified by repair or homologous recombination. In this way, reiterative integrations of nucleic acid of interests may occur at the optimal nongenic genomic locus of a monocot plant, such as a maize plant.


Exemplary exogenous sequences that can be inserted into an optimal nongenic maize genomic locus include, but are not limited to, any polypeptide coding sequence (e.g., cDNAs), promoter, enhancer and other regulatory sequences (e.g., interfering RNA sequences, shRNA expression cassettes, epitope tags, marker genes, cleavage enzyme recognition sites and various types of expression constructs. Such sequences can be readily obtained using standard molecular biological techniques (cloning, synthesis, etc.) and/or are commercially available.


To express ZFNs, sequences encoding the fusion proteins are typically subcloned into an expression vector that contains a promoter to direct transcription. Suitable prokaryotic and eukaryotic promoters are well known in the art and described, e.g., in Sambrook et al., Molecular Cloning, A Laboratory Manual (2nd ed. 1989; 3.sup.rd ed., 2001); Kriegler, Gene Transfer and Expression: A Laboratory Manual (1990); and Current Protocols in Molecular Biology (Ausubel et al., supra. Bacterial expression systems for expressing the ZFNs are available in, e.g., E. coli, Bacillus sp., and Salmonella (Palva et al., Gene 22:229-235 (1983)). Kits for such expression systems are commercially available. Eukaryotic expression systems for mammalian cells, yeast, and insect cells are well known by those of skill in the art and are also commercially available.


The particular expression vector used to transport the genetic material into the cell is selected with regard to the intended use of the fusion proteins, e.g., expression in plants, animals, bacteria, fungus, protozoa, etc. (see expression vectors described below). Standard bacterial and animal expression vectors are known in the art and are described in detail, for example, U.S. Patent Publication 20050064474A1 and International Patent Publications WO05/084190, WO05/014791 and WO03/080809.


Standard transfection methods can be used to produce bacterial, mammalian, yeast or insect cell lines that express large quantities of protein, which can then be purified using standard techniques (see, e.g., Colley et al., J. Biol. Chem. 264:17619-17622 (1989); Guide to Protein Purification, in Methods in Enzymology, vol. 182 (Deutscher, ed., 1990)). Transformation of eukaryotic and prokaryotic cells are performed according to standard techniques (see, e.g., Morrison, J. Bact. 132:349-351 (1977); Clark-Curtiss & Curtiss, Methods in Enzymology 101:347-362 (Wu et al., eds., 1983).


The disclosed methods and compositions can be used to insert polynucleotide donor sequences into a predetermined location such as one of the optimal nongenic maize genomic loci. This is useful inasmuch as expression of an introduced transgene into the monocot genome, for example the maize genome, depends critically on its integration site. Accordingly, genes encoding herbicide tolerance, insect resistance, nutrients, antibiotics or therapeutic molecules can be inserted, by targeted recombination.


In one embodiment the nucleic acid of interest is combined or “stacked” with gene encoding sequences that provide additional resistance or tolerance to glyphosate or another herbicide, and/or provides resistance to select insects or diseases and/or nutritional enhancements, and/or improved agronomic characteristics, and/or proteins or other products useful in feed, food, industrial, pharmaceutical or other uses. The “stacking” of two or more nucleic acid sequences of interest within a plant genome can be accomplished, for example, via conventional plant breeding using two or more events, transformation of a plant with a construct which contains the sequences of interest, re-transformation of a transgenic plant, or addition of new traits through targeted integration via homologous recombination.


Such polynucleotide donor nucleotide sequences of interest include, but are not limited to, those examples provided below:


1. Genes or Coding Sequence (e.g. iRNA) That Confer Resistance to Pests or Disease


(A) Plant Disease Resistance Genes. Plant defenses are often activated by specific interaction between the product of a disease resistance gene (R) in the plant and the product of a corresponding avirulence (Avr) gene in the pathogen. A plant variety can be transformed with cloned resistance gene to engineer plants that are resistant to specific pathogen strains. Examples of such genes include, the tomato Cf-9 gene for resistance to Cladosporium fulvum (Jones et al., 1994 Science 266:789), tomato Pto gene, which encodes a protein kinase, for resistance to Pseudomonas syringae pv. tomato (Martin et al., 1993 Science 262:1432), and Arabidopsis RSSP2 gene for resistance to Pseudomonas syringae (Mindrinos et al., 1994 Cell 78:1089).


(B) A Bacillus thuringiensis protein, a derivative thereof or a synthetic polypeptide modeled thereon, such as, a nucleotide sequence of a Bt δ-endotoxin gene (Geiser et al., 1986 Gene 48:109), and a vegetative insecticidal (VIP) gene (see, e.g., Estruch et al. (1996) Proc. Natl. Acad. Sci. 93:5389-94). Moreover, DNA molecules encoding δ-endotoxin genes can be purchased from American Type Culture Collection (Rockville, Md.), under ATCC accession numbers 40098, 67136, 31995 and 31998.


(C) A lectin, such as, nucleotide sequences of several Clivia miniata mannose-binding lectin genes (Van Damme et al., 1994 Plant Molec. Biol. 24:825).


(D) A vitamin binding protein, such as avidin and avidin homologs which are useful as larvicides against insect pests. See U.S. Pat. No. 5,659,026.


(E) An enzyme inhibitor, e.g., a protease inhibitor or an amylase inhibitor. Examples of such genes include a rice cysteine proteinase inhibitor (Abe et al., 1987 J. Biol. Chem. 262:16793), a tobacco proteinase inhibitor I (Huub et al., 1993 Plant Molec. Biol. 21:985), and an α-amylase inhibitor (Sumitani et al., 1993 Biosci. Biotech. Biochem. 57:1243).


(F) An insect-specific hormone or pheromone such as an ecdysteroid and juvenile hormone a variant thereof, a mimetic based thereon, or an antagonist or agonist thereof, such as baculovirus expression of cloned juvenile hormone esterase, an inactivator of juvenile hormone (Hammock et al., 1990 Nature 344:458).


(G) An insect-specific peptide or neuropeptide which, upon expression, disrupts the physiology of the affected pest (J. Biol. Chem. 269:9). Examples of such genes include an insect diuretic hormone receptor (Regan, 1994), an allostatin identified in Diploptera punctata (Pratt, 1989), and insect-specific, paralytic neurotoxins (U.S. Pat. No. 5,266,361).


(H) An insect-specific venom produced in nature by a snake, a wasp, etc., such as a scorpion insectotoxic peptide (Pang, 1992 Gene 116:165).


(I) An enzyme responsible for a hyperaccumulation of monoterpene, a sesquiterpene, a steroid, hydroxamic acid, a phenylpropanoid derivative or another non-protein molecule with insecticidal activity.


(J) An enzyme involved in the modification, including the post-translational modification, of a biologically active molecule; for example, glycolytic enzyme, a proteolytic enzyme, a lipolytic enzyme, a nuclease, a cyclase, a transaminase, an esterase, a hydrolase, a phosphatase, a kinase, a phosphorylase, a polymerase, an elastase, a chitinase and a glucanase, whether natural or synthetic. Examples of such genes include, a callas gene (PCT published application WO93/02197), chitinase-encoding sequences (which can be obtained, for example, from the ATCC under accession numbers 3999637 and 67152), tobacco hookworm chitinase (Kramer et al., 1993 Insect Molec. Biol. 23:691), and parsley ubi4-2 polyubiquitin gene (Kawalleck et al., 1993 Plant Molec. Biol. 21:673).


(K) A molecule that stimulates signal transduction. Examples of such molecules include nucleotide sequences for mung bean calmodulin cDNA clones (Botella et al., 1994 Plant Molec. Biol. 24:757) and a nucleotide sequence of a maize calmodulin cDNA clone (Griess et al., 1994 Plant Physiol. 104:1467).


(L) A hydrophobic moment peptide. See U.S. Pat. Nos. 5,659,026 and 5,607,914; the latter teaches synthetic antimicrobial peptides that confer disease resistance.


(M) A membrane permease, a channel former or a channel blocker, such as a cecropin-β lytic peptide analog (Jaynes et al., 1993 Plant Sci. 89:43) which renders transgenic tobacco plants resistant to Pseudomonas solanacearum.


(N) A viral-invasive protein or a complex toxin derived therefrom. For example, the accumulation of viral coat proteins in transformed plant cells imparts resistance to viral infection and/or disease development effected by the virus from which the coat protein gene is derived, as well as by related viruses. Coat protein-mediated resistance has been conferred upon transformed plants against alfalfa mosaic virus, cucumber mosaic virus, tobacco streak virus, potato virus X, potato virus Y, tobacco etch virus, tobacco rattle virus and tobacco mosaic virus. See, for example, Beachy et al. (1990) Ann. Rev. Phytopathol. 28:451.


(O) An insect-specific antibody or an immunotoxin derived therefrom. Thus, an antibody targeted to a critical metabolic function in the insect gut would inactivate an affected enzyme, killing the insect. For example, Taylor et al. (1994) Abstract #497, Seventh Int'l. Symposium on Molecular Plant-Microbe Interactions shows enzymatic inactivation in transgenic tobacco via production of single-chain antibody fragments.


(P) A virus-specific antibody. See, for example, Tavladoraki et al. (1993) Nature 266:469, which shows that transgenic plants expressing recombinant antibody genes are protected from virus attack.


(Q) A developmental-arrestive protein produced in nature by a pathogen or a parasite. Thus, fungal endo α-1,4-D polygalacturonases facilitate fungal colonization and plant nutrient release by solubilizing plant cell wall homo-α-1,4-D-galacturonase (Lamb et al., 1992) Bio/Technology 10:1436. The cloning and characterization of a gene which encodes a bean endopolygalacturonase-inhibiting protein is described by Toubart et al. (1992 Plant J. 2:367).


(R) A developmental-arrestive protein produced in nature by a plant, such as the barley ribosome-inactivating gene that provides an increased resistance to fungal disease (Longemann et al., 1992). Bio/Technology 10:3305.


(S) RNA interference, in which an RNA molecule is used to inhibit expression of a target gene. An RNA molecule in one example is partially or fully double stranded, which triggers a silencing response, resulting in cleavage of dsRNA into small interfering RNAs, which are then incorporated into a targeting complex that destroys homologous mRNAs. See, e.g., Fire et al., U.S. Pat. No. 6,506,559; Graham et al. U.S. Pat. No. 6,573,099.


2. Genes That Confer Resistance to a Herbicide


(A) Genes encoding resistance or tolerance to a herbicide that inhibits the growing point or meristem, such as an imidazalinone, sulfonanilide or sulfonylurea herbicide. Exemplary genes in this category code for mutant acetolactate synthase (ALS) (Lee et al., 1988 EMBO J. 7:1241) also known as acetohydroxyacid synthase (AHAS) enzyme (Miki et al., 1990 Theor. Appl. Genet. 80:449).


(B) One or more additional genes encoding resistance or tolerance to glyphosate imparted by mutant EPSP synthase and aroA genes, or through metabolic inactivation by genes such as DGT-28, 2mEPSPS, GAT (glyphosate acetyltransferase) or GOX (glyphosate oxidase) and other phosphono compounds such as glufosinate (pat,bar, and dsm-2 genes), and aryloxyphenoxypropionic acids and cyclohexanediones (ACCase inhibitor encoding genes). See, for example, U.S. Pat. No. 4,940,835, which discloses the nucleotide sequence of a form of EPSP which can confer glyphosate resistance. A DNA molecule encoding a mutant aroA gene can be obtained under ATCC Accession Number 39256, and the nucleotide sequence of the mutant gene is disclosed in U.S. Pat. No. 4,769,061. European patent application No. 0 333 033 and U.S. Pat. No. 4,975,374 disclose nucleotide sequences of glutamine synthetase genes which confer resistance to herbicides such as L-phosphinothricin. The nucleotide sequence of a phosphinothricinacetyl-transferase gene is provided in European application No. 0 242 246. De Greef et al. (1989) Bio/Technology 7:61 describes the production of transgenic plants that express chimeric bar genes coding for phosphinothricin acetyl transferase activity. Exemplary of genes conferring resistance to aryloxyphenoxypropionic acids and cyclohexanediones, such as sethoxydim and haloxyfop, are the Accl-S1, Accl-S2 and Accl-S3 genes described by Marshall et al. (1992) Theor. Appl. Genet. 83:435.


(C) Genes encoding resistance or tolerance to a herbicide that inhibits photosynthesis, such as a triazine (psbA and gs+ genes) and a benzonitrile (nitrilase gene). Przibilla et al. (1991) Plant Cell 3:169 describe the use of plasmids encoding mutant psbA genes to transform Chlamydomonas. Nucleotide sequences for nitrilase genes are disclosed in U.S. Pat. No. 4,810,648, and DNA molecules containing these genes are available under ATCC accession numbers 53435, 67441 and 67442. Cloning and expression of DNA coding for a glutathione S-transferase is described by Hayes et al. (1992) Biochem. J. 285:173.


(D) Genes encoding resistance or tolerance to a herbicide that bind to hydroxyphenylpyruvate dioxygenases (HPPD), enzymes which catalyze the reaction in which para-hydroxyphenylpyruvate (HPP) is transformed into homogentisate. This includes herbicides such as isoxazoles (EP418175, EP470856, EP487352, EP527036, EP560482, EP682659, U.S. Pat. No. 5,424,276), in particular isoxaflutole, which is a selective herbicide for maize, diketonitriles (EP496630, EP496631), in particular 2-cyano-3-cyclopropyl-1-(2-SO2CH3-4-CF3 phenyl)propane-1,3-dione and 2-cyano-3-cyclopropyl-1-(2-SO2CH3-4-2,3Cl2phenyl)propane-1,3-dione, triketones (EP625505, EP625508, U.S. Pat. No. 5,506,195), in particular sulcotrione, and pyrazolinates. A gene that produces an overabundance of HPPD in plants can provide tolerance or resistance to such herbicides, including, for example, genes described in U.S. Pat. Nos. 6,268,549 and 6,245,968 and U.S. Patent Application, Publication No. 20030066102.


(E) Genes encoding resistance or tolerance to phenoxy auxin herbicides, such as 2,4-dichlorophenoxyacetic acid (2,4-D) and which may also confer resistance or tolerance to aryloxyphenoxypropionate (AOPP) herbicides. Examples of such genes include the α-ketoglutarate-dependent dioxygenase enzyme (aad-1) gene, described in U.S. Pat. No. 7,838,733.


(F) Genes encoding resistance or tolerance to phenoxy auxin herbicides, such as 2,4-dichlorophenoxyacetic acid (2,4-D) and which may also confer resistance or tolerance to pyridyloxy auxin herbicides, such as fluroxypyr or triclopyr. Examples of such genes include the α-ketoglutarate-dependent dioxygenase enzyme gene (aad-12), described in WO 2007/053482 A2.


(G) Genes encoding resistance or tolerance to dicamba (see, e.g., U.S. Patent Publication No. 20030135879).


(H) Genes providing resistance or tolerance to herbicides that inhibit protoporphyrinogen oxidase (PPO) (see U.S. Pat. No. 5,767,373).


(I) Genes providing resistance or tolerance to triazine herbicides (such as atrazine) and urea derivatives (such as diuron) herbicides which bind to core proteins of photosystem II reaction centers (PS II) (See Brussian et al., (1989) EMBO J. 1989, 8(4): 1237-1245.


3. Genes That Confer or Contribute to a Value-Added Trait


(A) Modified fatty acid metabolism, for example, by transforming maize or Brassica with an antisense gene or stearoyl-ACP desaturase to increase stearic acid content of the plant (Knultzon et al., 1992) Proc. Nat. Acad. Sci. USA 89:2624.


(B) Decreased phytate content


(1) Introduction of a phytase-encoding gene, such as the Aspergillus niger phytase gene (Van Hartingsveldt et al., 1993 Gene 127:87), enhances breakdown of phytate, adding more free phosphate to the transformed plant.


(2) A gene could be introduced that reduces phytate content. In maize, this, for example, could be accomplished by cloning and then reintroducing DNA associated with the single allele which is responsible for maize mutants characterized by low levels of phytic acid (Raboy et al., 1990 Maydica 35:383).


(C) Modified carbohydrate composition effected, for example, by transforming plants with a gene coding for an enzyme that alters the branching pattern of starch. Examples of such enzymes include, Streptococcus mucus fructosyltransferase gene (Shiroza et al., 1988) J. Bacteriol. 170:810, Bacillus subtilis levansucrase gene (Steinmetz et al., 1985 Mol. Gen. Genel. 200:220), Bacillus licheniformis α-amylase (Pen et al., 1992 Bio/Technology 10:292), tomato invertase genes (Elliot et al., 1993), barley amylase gene (Sogaard et al., 1993 J. Biol. Chem. 268:22480), and maize endosperm starch branching enzyme II (Fisher et al., 1993 Plant Physiol. 102:10450).


III. Recombinant Constructs

As disclosed herein the present disclosure provides recombinant genomic sequences comprising an optimal nongenic maize genomic sequence of at least 1 Kb and a DNA of interest, wherein the inserted DNA of interest is inserted into said nongenic sequence. In one embodiment the DNA of interest is an analytical domain, a gene or coding sequence (e.g. iRNA) that confers resistance to pests or disease, genes that confer resistance to a herbicide or genes that confer or contribute to a value-added trait, and the optimal nongenic maize genomic sequence comprises 1, 2, 3, 4, 5, 6, 7, or 8 of the following characteristics:


a. the nongenic sequence is about 1 Kb to about 8.3 Kb in length and does not contain a methylated polynucleotide;


b. the nongenic sequence exhibits a 0.00041 to 62.42 cM/Mb rate of recombination within the genome of a monocot plant, such as a maize plant;


c. the nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the monocot genome, such as a maize genome;


d. the nongenic sequence shares less than 40% sequence identity with any other sequence contained in the monocot genome, such as a maize genome;


e. the nongenic sequence has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a monocot chromosomal centromere, such as a maize chromosomal centromere;


f. the nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;


g. the nongenic sequence is located proximally to an genic sequence, comprising a known or predicted monocot coding sequence, such as a maize coding sequence, within 40 Kb of contiguous genomic DNA comprising the native nongenic sequence; and,


h. the nongenic sequence is located in a 1 Mb region of monocot genomic sequence, such as a maize genomic sequence, that comprises at least a second nongenic sequence. In one embodiment the optimal nongenic maize genomic sequence is further characterized as having a genic region comprising 1 to 9 known or predicted monocot coding sequence, such as a maize coding sequence, within 40 Kb of contiguous genomic DNA comprising the native nongenic sequence. In one embodiment the optimal nongenic maize locus is selected from a loci of cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 2, 3, 4, 5, 6, 7, 8, 9, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 or 32.


IV. Transgenic Plants

Transgenic plants comprising the recombinant optimal nongenic maize loci are also provided in accordance with one embodiment of the present disclosure. Such transgenic plants can be prepared using techniques known to those skilled in the art.


A transformed monocot cell, callus, tissue or plant (such as a maize cell, callus, tissue or plant) may be identified and isolated by selecting or screening the engineered plant material for traits encoded by the marker genes present on the transforming DNA. For instance, selection can be performed by growing the engineered plant material on media containing an inhibitory amount of the antibiotic or herbicide to which the transforming gene construct confers resistance. Further, transformed cells can also be identified by screening for the activities of any visible marker genes (e.g., the yellow fluorescence protein, green fluorescence protein, red fluorescence protein, beta-glucuronidase, luciferase, B or Cl genes) that may be present on the recombinant nucleic acid constructs. Such selection and screening methodologies are well known to those skilled in the art.


Physical and biochemical methods also may be used to identify plant or plant cell transformants containing inserted gene constructs. These methods include but are not limited to: 1) Southern analysis or PCR amplification for detecting and determining the structure of the recombinant DNA insert; 2) Northern blot, S1 RNase protection, primer-extension or reverse transcriptase-PCR amplification for detecting and examining RNA transcripts of the gene constructs; 3) enzymatic assays for detecting enzyme or ribozyme activity, where such gene products are encoded by the gene construct; 4) protein gel electrophoresis, Western blot techniques, immunoprecipitation, or enzyme-linked immunoassays (ELISA), where the gene construct products are proteins. Additional techniques, such as in situ hybridization, enzyme staining, and immunostaining, also may be used to detect the presence or expression of the recombinant construct in specific plant organs and tissues. The methods for doing all these assays are well known to those skilled in the art.


Effects of gene manipulation using the methods disclosed herein can be observed by, for example, Northern blots of the RNA (e.g., mRNA) isolated from the tissues of interest. Typically, if the mRNA is present or the amount of mRNA has increased, it can be assumed that the corresponding transgene is being expressed. Other methods of measuring gene and/or encoded polypeptide activity can be used. Different types of enzymatic assays can be used, depending on the substrate used and the method of detecting the increase or decrease of a reaction product or by-product. In addition, the levels of polypeptide expressed can be measured immunochemically, i.e., ELISA, RIA, EIA and other antibody based assays well known to those of skill in the art, such as by electrophoretic detection assays (either with staining or western blotting). As one non-limiting example, the detection of the AAD-1 (aryloxyalkanoate dioxygenase; see WO 2005/107437) and PAT (phosphinothricin-N-acetyl-transferase (PAT)) proteins using an ELISA assay is described in U.S. Patent Publication No. 20090093366 which is herein incorporated by reference in its entirety. The transgene may be selectively expressed in some tissues of the plant or at some developmental stages, or the transgene may be expressed in substantially all plant tissues, substantially along its entire life cycle. However, any combinatorial expression mode is also applicable.


One of skill in the art will recognize that after the exogenous polynucleotide donor sequence is stably incorporated in transgenic plants and confirmed to be operable, it can be introduced into other plants by sexual crossing. Any of a number of standard breeding techniques can be used, depending upon the species to be crossed.


The present disclosure also encompasses seeds of the transgenic plants described above wherein the seed has the transgene or gene construct. The present disclosure further encompasses the progeny, clones, cell lines or cells of the transgenic plants described above wherein the progeny, clone, cell line or cell has the transgene or gene construct inserted into an optimal genomic loci.


Transformed plant cells which are produced by any of the above transformation techniques can be cultured to regenerate a whole plant which possesses the transformed genotype and thus the desired phenotype. Such regeneration techniques rely on manipulation of certain phytohormones in a tissue culture growth medium, typically relying on a biocide and/or herbicide marker which has been introduced together with the desired nucleotide sequences. Plant regeneration from cultured protoplasts is described in Evans, et al., “Protoplasts Isolation and Culture” in Handbook of Plant Cell Culture, pp. 124-176, Macmillian Publishing Company, New York, 1983; and Binding, Regeneration of Plants, Plant Protoplasts, pp. 21-73, CRC Press, Boca Raton, 1985. Regeneration can also be obtained from plant callus, explants, organs, pollens, embryos or parts thereof. Such regeneration techniques are described generally in Klee et al. (1987) Ann. Rev. of Plant Phys. 38:467-486.


A transgenic plant or plant material comprising a nucleotide sequence encoding a polypeptide may in some embodiments exhibit one or more of the following characteristics: expression of the polypeptide in a cell of the plant; expression of a portion of the polypeptide in a plastid of a cell of the plant; import of the polypeptide from the cytosol of a cell of the plant into a plastid of the cell; plastid-specific expression of the polypeptide in a cell of the plant; and/or localization of the polypeptide in a cell of the plant. Such a plant may additionally have one or more desirable traits other than expression of the encoded polypeptide. Such traits may include, for example: resistance to insects, other pests, and disease-causing agents; tolerances to herbicides; enhanced stability, yield, or shelf-life; environmental tolerances; pharmaceutical production; industrial product production; and nutritional enhancements.


In accordance with one embodiment a transgenic monocot protoplast cell is provided comprising a recombinant optimal nongenic monocot locus. More particularly, a monocot protoplast plant cell is provided comprising a DNA of interest inserted into an optimal nongenic monocot genomic loci of the monocot protoplast cell, wherein said nongenic monocot genomic loci is about 1 Kb to about 8.3 Kb in length and lacks any methylated nucleotides. In one embodiment the transgenic monocot protoplast cell comprises a DNA of interest inserted into the optimal nongenic monocot genomic locus wherein the DNA of interest comprises an analytical domain, and/or an open reading frame. In one embodiment the inserted DNA of interest encodes a peptide and in a further embodiment the DNA of interest comprises at least one gene expression cassette comprising a transgene.


In accordance with one embodiment a transgenic maize protoplast cell is provided comprising a recombinant optimal nongenic maize locus. More particularly, a maize protoplast plant cell is provided comprising a DNA of interest inserted into an optimal nongenic maize genomic loci of the maize protoplast cell, wherein said nongenic maize genomic loci is about 1 Kb to about 8.3 Kb in length and lacks any methylated nucleotides. In one embodiment the transgenic maize protoplast cell comprises a DNA of interest inserted into the optimal nongenic maize genomic locus wherein the DNA of interest comprises an analytical domain, and/or an open reading frame. In one embodiment the inserted DNA of interest encodes a peptide and in a further embodiment the DNA of interest comprises at least one gene expression cassette comprising a transgene.


In accordance with one embodiment a transgenic monocot plant, monocot plant part, or monocot plant cell is provided comprising a recombinant optimal nongenic monocot locus. More particularly, a monocot plant, monocot plant part, or monocot plant cell is provided comprising a DNA of interest inserted into an optimal nongenic monocot genomic loci of the monocot plant, monocot plant part, or monocot cell. In one embodiment the DNA of interest comprises at least one gene expression cassette, wherein said nongenic monocot genomic loci is about 1 Kb to about 8.5 Kb in length and lacks any methylated nucleotides. In one embodiment the transgenic monocot plant, monocot plant part, or monocot plant cell comprises a DNA of interest inserted into the optimal nongenic monocot genomic locus wherein the DNA of interest comprises an analytical domain, and/or an open reading frame. In one embodiment the inserted DNA of interest encodes a peptide and in a further embodiment transgene.


In accordance with one embodiment a transgenic maize plant, maize plant part, or maize plant cell is provided comprising a recombinant optimal nongenic maize locus. More particularly, a maize plant, maize plant part, or maize plant cell is provided comprising a DNA of interest inserted into an optimal nongenic maize genomic loci of the maize plant, maize plant part, or maize plant cell, wherein said nongenic maize genomic loci is about 1 Kb to about 8.5 Kb in length and lacks any methylated nucleotides. In one embodiment the transgenic maize plant, maize plant part, or maize plant cell comprises a DNA of interest inserted into the optimal nongenic maize genomic locus wherein the DNA of interest comprises an analytical domain, and/or an open reading frame. In one embodiment the inserted DNA of interest encodes a peptide and in a further embodiment the DNA of interest comprises at least one gene expression cassette comprising a transgene.


In accordance with embodiment 1, a recombinant sequence is provided wherein said recombinant sequence comprises

    • a nongenic maize genomic sequence of at least 1 Kb, said nongenic sequence being hypomethylated, targetable, located proximal to a genic region within a maize genome, and exemplifying evidence of recombination; and
    • an DNA of interest, wherein the DNA of interest is inserted into said nongenic sequence. In accordance with embodiment 2 the recombinant sequence of embodiment 1 is provided, wherein said nongenic sequence comprises the following characterstics:
    • a. the level of methylation of said nongenic sequence is 1% or less;
    • b. said nongenic sequence shares less than 40% sequence identity with any other sequence contained in the Zea mays genome;
    • c. said nongenic sequence is located within a 40 Kb region of a known or predicted expressive maize coding sequence; and
    • d. said nongenic sequence exhibits a recombination frequency within the maize genome of greater than 0.00041 cM/Mb. In accordance with embodiment 3, the recombinant sequence of embodiment 1 or 2 is provided, wherein said nongenic sequence comprises a maximum length of 8.3 Kb. In accordance with embodiment 4 a recombinant sequence of any one of embodiments 1-3 is provided, wherein said nongenic sequence comprises 1% or less nucleotide methylation. In accordance with embodiment 5 a recombinant sequence of any one of embodiments 1-4 is provided, wherein said nongenic sequence is 1 Kb to 8.3 Kb in length and contains no methylated cytosine residues. In accordance with embodiment 6 a recombinant sequence of and one of embodiments 1-5 is provided, wherein said nongenic sequence does not align with greater than 40% sequence identity to any other sequence within the Zea mays genome. In accordance with embodiment 7 a recombinant sequence of any one of embodiments 1-5 is provided, wherein said nongenic sequence exemplifies evidence of recombination at a recombination frequency of greater than 0.00041 cM/Mb. In accordance with embodiment 8 a recombinant sequence of any one of embodiments 1-5 is provided, wherein a 40 Kb region of native maize genome comprising said nongenic sequence also comprises at least one known or predicted maize coding sequence, or a sequence comprising a 2


Kb upstream and/or 1 Kb downstream sequence of a known maize gene. In accordance with embodiment 9 a recombinant sequence of any one of embodiments 1-8 is provided, wherein said known or predicted maize coding sequence expresses a maize protein. In accordance with embodiment 10 a recombinant sequence of any one of embodiments 1-9 is provided, wherein said nongenic sequence does not contain a methylated polynucleotide. In accordance with embodiment 11 a recombinant sequence of any one of embodiments 1-10 is provided, wherein one end of said nongenic sequence is within 40 Kb of an expressed endogenous gene. In accordance with embodiment 12 a recombinant sequence of any one of embodiments 1-11 is provided, wherein said recombinant sequence comprises a DNA of interest that comprises an analytical domain. In one embodiment the DNA of interest of embodiment 12 does not encode a peptide. In one embodiment the DNA of interestest encodes a peptide, optionally, in embodiment 15 the DNA of interest comprises a gene expression cassette comprising an insecticidal resistance gene, herbicide tolerance gene, nitrogen use efficiency gene, water use efficiency gene, nutritional quality gene, DNA binding gene, and selectable marker gene.


In accordance with embodiment 16 a recombinant sequence of embodiment 1 is provided, wherein said recombinant sequence comprises the following characteristics:

    • a. said nongenic sequence contains less than 1% DNA methylation;
    • b. said nongenic sequence exhibits a 0.00041 to 62.42 cM/Mb recombination frequency within the maize genome;
    • c. said nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the maize genome;
    • d. said nongenic sequence shares less than 40% sequence identity with any other sequence contained in the maize genome;
    • e. said nongenic sequence has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a maize chromosomal centromere;
    • f. said nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;
    • g. said nongenic sequence is located proximally to a genic sequence; and,
    • h. said nongenic sequence is located in a 1 Mb region of maize genomic sequence that comprises one or more additional nongenic sequences. In embodiment 17 a maize plant, maize plant part, or maize plant cell is provided comprising a recombinant sequence of any one of embodiments 1-16. In accordance with embodiment 18 a maize plant, maize plant part, or maize plant cell of embodiment 17 is provided, wherein said known or predicted maize coding sequence expresses at a level ranging from 0.00369 to 2,233.06. In accordance with embodiment 19 a a maize plant, maize plant part, or maize plant cell of embodiment 17 or 18 is provided wherein the recombinant sequence of embodiments 1-16, wherein said DNA of interest and/or said nongenic sequence are modified during insertion of said DNA of interest into said nongenic sequence.


In accordance with embodiment 32 a recombinant targetable nongenic maize genomic sequence is provided comprising:

    • a nongenic sequence of at least 1 Kb selected from the group consisting of cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32 or a sequence sharing 99% sequence identity with a sequence selected from the group consisting of cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, and their respective complements thereof, wherein said clusters are generated from a PCA statistical algorithm comprising PCA values defined in Table 6; and
    • a DNA of interest inserted into said nongenic sequence. In accordance with embodiment 33 a targetable nongenic maize genomic sequence of embodiment 32 is provided, wherein said DNA of interest comprises an analytical domain. In accordance with embodiment 34 a targetable nongenic maize genomic sequence of any one of embodiment 32 or 33 is provide, wherein said DNA of interest encodes a peptide. In accordance with embodiment 35 a targetable nongenic maize genomic sequence of any one of embodiment 32-34 is provided, wherein said DNA of interest comprises a gene expression cassette comprising a transgene. In accordance with embodiment 36 a targetable nongenic maize genomic sequence of any one of embodiments 32-35 is provided, wherein said DNA of interest comprises a site specific cleavage site, optionally said site specific cleavage site is cleaved by a nuclease, including for example a zinc finger nuclease, a CRISPR nuclease, a TALEN, a homing endonuclease or a meganuclease. In accordance with embodiment 39 a targetable nongenic maize genomic sequence of any one of embodiments 32-36 is provided, wherein the insertion of said DNA of interest into said nongenic sequence results in a modification of said DNA of interest and/or said nongenic sequences.


In accordance with embodiment 40, a purified nongenic maize genomic sequence of at least 1 Kb is provided, wherein said nongenic sequence is hypomethylated, targetable, located proximal to a genic region within a maize genome, and exemplifying evidence of recombination. In accordance with embodiment 41 a purified sequence of embodiment 40 is provided, wherein said nongenic sequence comprises the following characterstics:

    • a. the level of methylation of said nongenic sequence is 1% or less;
    • b. said nongenic sequence shares less than 40% sequence identity with any other sequence contained in the Zea mays genome;
    • c. said nongenic sequence is located within a 40 Kb region of a known or predicted expressive maize coding sequence; and
    • d. said nongenic sequence exhibits a recombination frequency within the maize genome of greater than 0.00041 cM/Mb. In accordance with embodiment 42 a purified nongenic maize genomic sequence of any one of embodiments 40-41 is provided, wherein said nongenic sequence comprises a maximum length of 8.3 Kb. In accordance with embodiment 43 a purified sequence of any one of embodiments 40-42 is provided, wherein said sequence comprises the following characteristics:
    • a. said nongenic sequence contains less than 1% DNA methylation in its native location;
    • b. said nongenic sequence, in its native location, exhibits a 0.00041 to 62.42 cM/Mb recombination frequency within the maize genome;
    • c. said nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the maize genome, in its native location;
    • d. said nongenic sequence shares less than 40% sequence identity with any other sequence contained in the maize genome;
    • e. said nongenic sequence has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a maize chromosomal centromere in its native location;
    • f. said nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;
    • g. said nongenic sequence is located within 40 Kb of a known or predicted maize coding sequence, or a sequence comprising a 2 Kb upstream and 1 Kb downstream region of a known gene in its native location; and,
    • h. said nongenic sequence is located in a 1 Mb region of maize genomic sequence that comprises one or more additional nongenic sequences in its native location.


EXAMPLES
Example 1
Identification of Targetable Genomic Loci in Zea mays

The Zea mays genome was screened with a bioinformatics approach using specific criteria to select optimal genomic loci for targeting of a polynucleotide donor. The specific criteria used for selecting the genomic loci were developed using considerations for optimal expression of a transgene within the plant genome, considerations for optimal binding of genomic DNA by a site specific DNA-binding protein, and transgenic plant product development requirements. In order to identify and select the genomic loci, genomic and epigenomic datasets of the Zea mays genome were scanned using a bioinformatics approach. Screening genomic and epigenomic datasets resulted in select loci which met the following criteria: 1) hypomethylated and greater than 1 Kb in length; 2) targetable via site specific nuclease-mediated integration of a polynucleotide donor; 3) agronomically neutral or non-genic; 4) regions from which an integrated transgene can be expressed; and 5) regions with recombination within/around the locus. Accordingly, a total of 5,286 genomic loci (SEQ ID NO:1—SEQ ID NO:5286) were identified using these specific criteria. The specific criteria are further described in detail below.


Hypomethylation

The Zea mays genome was scanned to select optimal genomic loci larger than 1 Kb that were DNA hypomethylated. Genome-wide DNA methylation levels of shoot and root tissue isolated from Zea mays c.v. B73 were surveyed via a bioinformatics method using Illumina™/Solexa™ 1G parallel sequencing data. The data were generated from genomic DNA isolated from the above described Zea mays plant tissues according to the protocol specified in Wang et al., (2009) Genome-Wide and Organ-Specific Landscapes of Epigenetic Modifications and Their Relationships to mRNA and Small RNA Transcriptomes in Maize. Plant Cell 21(4): 1053-1069). These data are available at the NCBI Genbank, Accession No; GEO:GSE15286. The raw sequencing reads were collected and mapped to the Zea mays c.v. B73 reference genome using the Bismark™ mapping software as described in Krueger F, Andrews SR (2011) Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics 27: 1571-1572).


The methylation level for each cytosine base in the genome was calculated as a percentage of the number of methylated reads mapping a particular cytosine base location to the total number of reads mapping to that location. The following hypothetical explains how methylation levels were calculated for each base within the Zea mays genome. For example, consider that there is a cytosine base at position 100 in chromosome 1 of the Zea mays c.v. B73 reference sequence. If there are a total of 20 reads mapped to cytosine base at position 100, and 10 of these reads are methylated, then the methylation level for the cytosine base at position 100 in chromosome 1 is estimated to be 50%. Accordingly, a profile of the methylation level for all of the genomic DNA base pairs obtained from the root and shoot tissue of Zea mays was calculated. The reads that could not be correctly mapped to unique locations in the Zea mays genome matched repetitive sequences that are widespread in the Zea mays genome, and are known in the art to be predominantly methylated.


Using the above described protocol, the methylation levels for the Zea mays c.v. B73 genome were measured. As such, regions of the Zea mays genome containing methylated reads indicated that these regions of the Zea mays genome were methylated. Conversely, the regions of the Zea mays genome that were absent of methylated reads indicated these regions of the Zea mays genome were non-methylated. The regions of the Zea mays genome from the shoot and root tissues that were non-methylated and did not contain any methylated reads are considered as “hypomethylated” regions. To make the root and shoot methylation profiles available for visualization, wiggle plots (http://useast.ensembl.org/info/website/upload/wig.html) were generated for each of the Zea mays c.v. B73 chromosomes. A screen-shot sample of a wiggle plot for the DNA methylation profile of root and shoot tissues obtained from Zea mays c.v. B73 chromosome number 1 is shown in FIG. 1.


The methylation profiles established for the Zea mays c.v. B73 root and shoot tissues, as described above, were combined into a consensus methylation profile and used to identify hypomethylated regions in the Zea mays c.v. B73 genome. The resulting Zea mays genomic consensus methylation profile was scanned to identify genomic locations without evidence of methylation, i.e. does not contain mapped methylated reads. Stretches of genomic DNA longer than 100 bp that were hypomethylated were identified. The specific length of each of these hypomethylated regions was calculated by determining the total number of base pairs between two genomic regions that showed evidence of methylation. Table 1 summarizes the identified hypomethylated regions. In addition, a distribution of the lengths of the hypomethylated regions of the Zea mays c.v. B73 genome is shown in FIG. 2.









TABLE 1





Hypomethylation profile of Zea mays c.v. B73 genome.

















Total Zea mays c.v. B73 genome size
~2.1
Gb








Total combined length of
~663 Mb (31.5% of the Zea


hypomethylated region

mays c.v. B73 genome)



Number of hypomethylated regions
1,564,310


above 100 Bp



Number of hypomethylated
130,917


regions above 1 Kb



Number of hypomethylated
47,045


regions above 2 Kb



Number of hypomethylated regions
206


above 10 Kb










Minimum length of hypomethylated region
100
Bp


Maximum length of hypomethylated region
90,202
Bp









These hypomethylated regions of the Zea mays c.v. B73 genome were further characterized to identify and select specific genomic loci as the methylation free context of these regions indicated the presence of open chromatin. As such, all subsequent analyses were conducted on the identified hypomethylated regions.


Targetability

The hypomethylated sites identified in the Zea mays c.v. B73 were further analyzed to determine which sites were targetable via site specific nuclease-mediated integration of a polynucleotide donor. The Zea mays genome is known in the art to contain long stretches of highly repetitive DNA that are methylated and have high levels of sequence duplication. Annotation information of known repetitive regions in the Zea mays genome was collected from the Maize Genome Database (available at http://www.maizegdb.org/, and Lawrence, C J et al (2008) MaizeGDB: The Maize Model Organism Database for Basic, Translational, and Applied Research. Int J Plant Genomics. 2008:496957).


Accordingly, the hypomethylated sites identified above were screened to remove any sites that aligned with known repetitive regions annotated on the maize genome. The remaining hypomethylated sites that passed this first screen were subsequently scanned using a BLAST™ based homology search of a maize genomic database via the NCBI BLAST™ software (version 2.2.23) run using default parameter settings (Stephen F. Altschul et at (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 25:3389-3402). As a result of the BLAST™ screen, any hypomethylated sites that had significant matches elsewhere in the genome, with sequence alignment coverage of over 40%, were removed from further analyses.


Agronomically Neutral or Nongenic

The hypomethylated sites identified in the Zea mays c.v. B73 were further analyzed to determine which sites were agronomically neutral or nongenic. As such, the hypomethylated sites described above were screened to remove any sites that overlapped or contained any known or predicted endogenous Zea mays c.v. B73 coding sequences. For this purpose, annotation data of known genes and mapping information of expressed sequence tag (EST) data were collected from Maize Genomic Database (available at www.maizegdb.org and Monaco, M., et al., Maize Metabolic Network Construction and Transcriptome Analysis. doi:10.3835/plantgenome2012.09.0025; Posted online 23 Jan. 2013). Any genomic region immediately 2 Kb upstream and 1 Kb downstream to an open reading frame were also considered. These upstream and downstream regions may contain known or unknown conserved regulatory elements that are essential for gene function. The hypomethylated sites previously described above were analyzed for the presence of the known genes (including the 2 Kb upstream and 1 Kb downstream regions) and ESTs. Any hypomethylated sites that aligned with or overlapped with known genes (including the 2 Kb upstream and 1 Kb downstream regions) or ESTs were removed from downstream analysis.


Expression

The hypomethylated sites identified in the Zea mays c.v. B73 were further analyzed to determine which sites were within proximity to an expressed maize gene. The transcript level expression of Zea mays genes was measured by analyzing transcriptome profiling data generated from Zea mays c.v. B73 root and shoot tissues using RNAseg™ technology as described in Wang et al., (2009) Genome-Wide and Organ-Specific Landscapes of Epigenetic Modifications and Their Relationships to mRNA and Small RNA Transcriptomes in Maize. Plant Cell. 21(4): 1053-1069. For each hypomethylated site, an analysis was completed to identify any annotated genes present within a 40 Kb region in proximity of the hypomethylated site, and an average expression level of the annotated gene(s) located in proximity to the hypomethylated site. Hypomethylated sites located greater than 40 Kb from an annotated gene with a non-zero average expression level were determined to not be proximal to an expressed Zea mays gene and were removed from further analyses.


Recombination

The hypomethylated sites identified in the Zea mays c.v. B73 were further analyzed to determine which sites had evidence of recombination and could facilitate introgression of the optimal genomic loci into other lines of Zea mays via conventional breeding. Diverse Zea mays genotypes are routinely crossed during conventional breeding to develop new and improved Zea mays lines containing traits of agronomic interest. As such, agronomic traits that are introgressed into optimal genomic loci within a Zea mays line via plant-mediated transformation of a transgene should be capable of further being introgressed into other Zea mays lines, especially elite lines, via meiotic recombination during conventional plant breeding. The hypomethylated sites described above were screened to identify and select sites that possessed some level of meiotic recombination. Any hypomethylated sites that were present within chromosomal regions characterized as recombination “cold-spots” were identified and removed. In Zea mays, these cold spots were defined using a high resolution marker dataset generated from multiple mapping populations. (Jafar Mammadov, Wei Chen, Anastasia Chueva, Karthik Muthuraman, Ruihua Ren, David Meyer, and Siva Kumpatla. 2011. Distribution of Recombinant Frequencies across the Maize Genome. 52nd Annual Maize Genetics Conference).


The meiotic recombination frequencies between any pair of Zea mays genomic markers across a chromosome were calculated based on the ratio of the genetic distance between markers (in centimorgan (cM)) to the physical distance between the markers (in megabases (Mb)). For example, if the genetic distance between a pair of markers was 1 cM, and the physical distance between the same pair of markers was 2 Mb, then the calculated recombination frequency was determined to be 0.5 cM/Mb. For each hypomethylated site identified above, a pair of markers at least 1 Mb apart was chosen and the recombination frequency was calculated. Deployment of this method was used to calculate the recombination frequency of the hypomethylated sites. Any hypomethylated sites with a recombination frequency of 0.00041 cM/Mb were identified and removed from further analysis. The remaining hypomethylated regions comprising a recombination frequency greater than 0.00041 cM/Mb were selected for further analysis.


Identification of Optimal Genomic Loci

Application of the selection criteria described above resulted in the identification of a total of 52,885 optimal genomic loci from the Zea mays genome. Table 2 summarizes the lengths of the identified optimal genomic loci. These optimal genomic loci possess the following characteristics: 1) hypomethylated genomic loci greater than 1 Kb in length; 2) genomic loci that are targetable via site specific nuclease-mediated integration of a polynucleotide donor; 3) genomic loci that are agronomically neutral or nongenic; 4) genomic loci from which a transgene can be expressed; and 5) evidence of recombination within the genomic loci. Of all of the optimal genomic loci described in Table 2, only the optimal genomic loci that were greater than 1 Kb were further analyzed and utilized for targeting of a donor polynucleotide sequence. The sequences of these optimal genomic loci are disclosed as SEQ ID NO:1—SEQ ID NO:5,286. Collectively, these optimal genomic loci are locations within the Zea mays genome that can be targeted with a donor polynucleotide sequence, as further demonstrated herein below.









TABLE 2





Lists the size range of optimal genomic loci


identified in the Zea mays genome that are


hypomethylated, show evidence of recombination,


targetable, agronomically neutral or nongenic, and are in


proximity to an expressed endogenous gene.


















Number of optimal genomic loci larger than 100 Bp
52,885



Number of optimal genomic loci larger than 1 Kb
5,286



Number of optimal genomic loci larger than 2 Kb
770



Number of optimal genomic loci larger than 4 Kb
16










Example 2
F-Distribution and Principal Component Analysis to Cluster Optimal Genomic Loci from Zea mays

The 5,286 identified optimal genomic loci (SEQ ID NO: 1-SEQ ID NO: 5,286) were further analyzed using the F-distribution and Principal Component Analysis statistical methods to define a representative population and clusters for grouping of the optimal genomic loci.


F-Distribution Analysis

The identified 5,286 optimal genomic loci were statistically analyzed using a continuous probability distribution statistical analysis. As an embodiment of the continuous probability distribution statistical analysis, an F-distribution test was completed to determine a representative number of optimal genomic loci. The F-distribution test analysis was completed using equations and methods known by those with skill in the art. For more guidance, the F-distribution test analysis as described in K. M Remund, D. Dixon, D L. Wright and L R. Holden. Statistical considerations in seed purity testing for transgenic traits. Seed Science Research (2001) 11, 101-119, herein incorporated by reference, is a non-limiting example of an F-distribution test. The F-distribution test assumes random sampling of the optimal genomic loci, so that any non-valid loci are evenly distributed across the 5,286 optimal genomic loci, and that the number of optimal genomic loci sampled is 10% or less of the total population of 5,286 optimal genomic loci.


The F-distribution analysis indicated that 72 of the 5,286 optimal genomic loci provided a representative number of the 5,286 optimal genomic loci, at a 95% confidence level. Accordingly, the F-distribution analysis showed that if 72 optimal genomic loci were tested and all were targetable with a donor polynucleotide sequence, then these results would indicate that 96% or more of the 5,286 optimal genomic loci are positive at the 95% confidence level. The best estimate of validating the total percentage of the 5,286 optimal genomic loci would be if 100% of the 72 tested optimal genomic loci were targetable. Accordingly, 96% is actually the lower bound of the true percent validated at the 95% confidence level. This lower bound is based on the 0.95 quantile of the F-distribution, for the 95% confidence level. (Remund K, Dixon D, Wright D, and Holden L. Statistical considerations in seed purity testing for transgenic traits. Seed Science Research (2001) 11, 101-119).


Principal Component Analysis

Next, a Principal Component Analysis (PCA) statistical method was completed to further assess and visualize similarities and differences of the data set comprising the 5,286 identified optimal genomic loci to enable sampling of diverse loci for targeting validation. The PCA involves a mathematical algorithm that transforms a larger number of correlated variables into a smaller number of uncorrelated variables called principal components.


The PCA was completed on the 5,286 identified optimal genomic loci by generating a set of calculable features or attributes that could be used to describe the 5,286 identified optimal genomic loci. Each feature is numerically calculable and is defined specifically to capture the genomic and epigenomic context of the 5,286 identified optimal genomic loci. A set of 10 features for each Zea mays optimal genomic loci was identified and are described in greater detail below.


1. Length of the optimal genomic loci

    • a. The length of the optimal genomic loci in this data set ranged from a minimum of 1,000 Bp to a maximum of 8,267 Bp.


2. Recombination frequency in a 1 MB region around the optimal genomic loci

    • a. In maize, recombination frequency for a chromosomal location was defined using an internal high resolution marker dataset generated from multiple mapping populations (Jafar Mammadov, Wei Chen, Anastasia Chueva, Karthik Muthuraman, Ruihua Ren, David Meyer, and Siva Kumpatla. 2011. Distribution of Recombinant Frequencies across the Maize Genome. 52nd Annual Maize Genetics Conference).
    • b. Recombination frequencies between any pairs of markers across the chromosome were calculated based on the ratio of the genetic distance between markers (in centimorgan (cM)) to the physical distance between the markers (in Mb). For example, if the genetic distance between a pair of markers is 1 cM and the physical distance between the same pairs of markers is 2 Mb, the calculated recombination frequency is 0.5 cM/Mb. For each optimal genomic loci, a pair of markers at least 1 Mb apart was chosen and the recombination frequency was calculated in this manner. These recombination values ranged from a minimum of 0.00041 cM/Mb to a maximum of 62.42 cM/Mb.


3. Level of optimal genomic loci sequence uniqueness

    • a. For each optimal genomic loci, the nucleotide sequence of the optimal genomic loci was scanned against the Zea mays c.v. B73 genome using a BLAST™ based homology search using the NCBI BLAST™ software (version 2.2.23) run using the default parameter settings (Stephen F. Altschul et al (1997), “Gapped BLAST and PSI-BLAST: a new generation of protein database search programs”, Nucleic Acids Res. 25:3389-3402). As these optimal genomic loci sequences are identified from the Zea mays c.v. B73 genome, the first BLAST™ hit identified through this search represents the Zea mays c.v. B73 sequence itself. The second BLAST™ hit for each optimal genomic loci sequence was identified and the alignment coverage (represented as the percent of the optimal genomic loci covered by the BLAST™ hit) of the hit was used as a measure of uniqueness of the optimal genomic loci sequence within the Zea mays genome. These alignment coverage values for the second BLAST™ hit ranged from a minimum of 0% to a maximum of 39.98% sequence identity. Any sequences that aligned at higher levels of sequence identity were not considered.


4. Distance from the optimal genomic loci to the closest gene in its neighborhood

    • a. Gene annotation information and the location of known genes in the Zea mays genome were extracted from Maize Genome Database (available at, www.maizegdb.org and Monaco, M., et al., Maize Metabolic Network Construction and Transcriptome Analysis. doi:10.3835/plantgenome2012.09.0025; Posted online 23 Jan. 2013). For each optimal genomic loci, the closest annotated gene, considering both upstream and downstream locations, was identified and the distance between the optimal genomic loci sequence and the gene was measured (in Bp). For example, if a optimal genomic locus is located in chromosome 1 from position 500 to position 1500, and the closest gene to this optimal genomic locus is located in chromosome 1 from position 2000 to position 3000, the distance from the optimal genomic loci to this closest gene is calculated to be 500 Bp. These values for all 5,286 of the optimal genomic loci dataset ranged from a minimum of 1001 Bp to a maximum of 34,809 Bp.


5. GC % in the optimal genomic loci sequence

    • a. For each optimal genomic locus, the nucleotide sequence was analyzed to estimate the number of Guanine and Cytosine bases present. This count was represented as a percentage of the sequence length of each optimal genomic locus and provides a measure for GC %. These GC % values for the maize optimal genomic loci dataset range from 25.17% to 68.3%.


6. Number of genes in a 40 Kb neighborhood around the optimal genomic loci sequence

    • a. Gene annotation information and the location of known genes in the Zea mays c.v. B73 genome were extracted from Maize Genome Database. For each of the 5,286 optimal genomic loci sequence, a 40 Kb window around the optimal genomic loci sequence was defined and the number of annotated genes with locations overlapping this window was counted. These values ranged from a minimum of 1 gene to a maximum of 9 genes within the 40 Kb neighborhood.


7. Average gene expression in a 40 Kb neighborhood around the optimal genomic loci

    • a. Transcript level expression of maize genes was measured by analyzing available transcriptome profiling data generated from Zea mays c.v. B73 root and shoot tissues using RNAseg™ technology (Mortazavi, A. et al., Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat. Methods. 5, 621-628 (2008); Wang et al., Genome-Wide and Organ-Specific Landscapes of Epigenetic Modifications and Their Relationships to mRNA and Small RNA Transcriptomes in Maize. Plant Cell. 2009 April; 21(4): 1053-1069). Gene annotation information and the location of known genes in the Zea mays c.v. B73 genome were extracted from Maize Genome Database For each optimal genomic locus, annotated genes within the Zea mays c.v. B73 genome that were present in a 40 Kb neighborhood around the optimal genomic loci were identified. Expression levels for each of the genes were extracted from the transcriptome profiles described in the above referenced citations and an average gene expression level was calculated. Expression values of all genes within the genome of Zea mays vary greatly. The minimum expression value is 0 and the maximum expression value is 2511.397, with a mean expression value of 18.489 and a median expression value of 3.604. The average expression values for all of the 5,286 optimal genomic loci dataset ranged from a minimum of 0.00369 to a maximum of 2233.06.


8. Level of nucleosome occupancy around the optimal genomic loci

    • a. Understanding the level of nucleosome occupancy for a particular nucleotide sequence provides information about chromosomal functions and the genomic context of the sequence. The NuPoP™ statistical package was used to predict the nucleosome occupancy and the most probable nucleosome positioning map for any size of genomic sequences (Xi, L., Fondufe-Mittendor, Y., Xia, L., Flatow, J., Widom, J. and Wang, J.-P., Predicting nucleosome positioning using a duration Hidden Markov Model, BMC Bioinformatics, 2010, doi:10.1186/1471-2105-11-346.). For each of the 5,286 optimal genomic loci, the nucleotide sequence was submitted for analysis with the NuPoP™ software and a nucleosome occupancy score was calculated. These nucleosome occupancy scores for the maize optimal genomic loci dataset ranged from a minimum of 0 to a maximum of 0.962.


9. Relative location within the chromosome (proximity to centromere)

    • a. A centromere is a region on a chromosome that joins two sister chromatids. The portions of a chromosome on either side of the centromere are known as chromosomal arms. Genomic locations of centromeres on all 10 Maize chromosomes were identified in the published Zea mays c.v. B73 reference sequence (Schnable, P., et al., (2009) The B73 maize genome: complexity, diversity and dynamics. Science, 326(5956): 1112-1115). Information on the position of the centromere in each of the Zea mays chromosomes and the lengths of the chromosome arms was extracted from Maize Genome Database. For each optimal genomic locus, the genomic distance from the optimal genomic locus sequence to the centromere of the chromosome that it is located on, is measured (in Bp). The relative location of optimal genomic loci within the chromosome is represented as the ratio of its genomic distance to the centromere relative to the length of the specific chromosomal arm that it lies on. These relative location values for the maize optimal genomic loci dataset ranged from a minimum of 0.00373 to a maximum of 0.99908 ratio of genomic distance.


10. Number of optimal genomic loci in a 1 Mb region

    • a. For each optimal genomic loci, a 1 Mb genomic window around the optimal genomic loci location was defined and the number of other, additional optimal genomic loci present within or overlapping this region were calculated, including the optimal genomic loci under consideration. The number of optimal genomic loci in a 1 Mb ranged from a minimum of 1 to a maximum of 22.


All of the 5,286 optimal genomic loci were analyzed using the features and attributes described above. The results or values for the score of the features and attributes of each optimal genomic locus are further described in Table 3 (herein incorporated by reference as a separate electronic filing). The resulting dataset was used in the PCA statistical method to cluster the 5,286 identified optimal genomic loci into clusters. During the clustering process, after estimating the “p” principle components of the optimal genomic loci, the assignment of the optimal genomic loci to one of the 32 clusters proceeded in the “p” dimensional Euclidean space. Each of the “p” axes was divided into “k” intervals. Optimal genomic loci assigned to the same interval were grouped together to form clusters. Using this analysis, each PCA axis was divided into two intervals, which was chosen based on a priori information regarding the number of clusters required for experimental validation. All analysis and the visualization of the resulting clusters were carried out with the Molecular Operating Environment™ (MOE) software from Chemical Computing Group Inc. (Montreal, Quebec, Canada).


The PCA approach was used to cluster the set of 5,286 identified optimal genomic loci into 32 distinct clusters based on their feature values, described above. During the PCA process, five principal components (PC) were generated, with the top three PCs containing about 90% of the total variation in the dataset (Table 4). These three PCAs were used to graphically represent the 32 clusters in a three dimensional plot (FIG. 3). After the clustering process, was completed, one representative optimal genomic locus was chosen from each cluster. This was performed by choosing a select optimal genomic locus, within each cluster, that was closest to the centroid of that cluster (Table 4). The chromosomal locations of the 32 representative optimal genomic loci are uniformly distributed among the 10 maize chromosomes and are not biased toward any particular genomic location, as shown in FIG. 4.









TABLE 4







Description of the 32 maize representative optimal genomic loci identified from the PCA











Optimal Genomic Loci Name
Genomic Location
Length (Bp)
Cluster Number
SEQ ID NO:














optimal_loci_59517_G1
chr2: 43352132 . . . 43353146
1015
1
1


optimal_loci_159525_G1
chr4: 172518643 . . . 172519712
1070
2
199


optimal_loci_9811_G1
chr1: 52159463 . . . 52161841
2379
3
365


optimal_loci_7507_G1
chr1: 39334848 . . . 39337271
2424
4
543


optimal_loci_178978_G1
chr5: 35776311 . . . 35777560
1250
5
687


optimal_loci_285621_G1
chr8: 118321357 . . . 118322528
1172
6
875


optimal_loci_ 221721_G1
chr6: 91309097 . . . 91311722
2626
7
1089


optimal_loci_83937_G1
chr2: 192746622 . . . 192748862
2241
8
1233


optimal_loci_37146_G1
chr1: 223833176 . . . 223834563
1388
9
1369


optimal_loci_156393_G1
chr4: 154313884 . . . 154315253
1370
10
1571


optimal_loci_343678_G1
chr10: 113837795 . . . 113839503
1709
11
1795


optimal_loci_60209_G1
chr2: 47513705 . . . 47515145
1441
12
1980


optimal_loci_282323_G1
chr8: 100763204 . . . 100764398
1195
13
2171


optimal_loci_64542_G1
chr2: 72203716 . . . 72205045
1330
14
2349


optimal_loci_162531_G1
chr4: 189896984 . . . 189899332
2349
15
2557


optimal_loci_337001_G1
chr10: 77188319 . . . 77190007
1689
16
2693


optimal_loci_66202_G1
chr2: 83483805 . . . 83484909
1105
17
2855


optimal_loci_185454_G1
chr5: 80270170 . . . 80271254
1085
18
3004


optimal_loci_239863_G1
chr7: 14997553 . . . 14999296
1744
19
3151


optimal_loci_257541_G1
chr7: 125978470 . . . 125980969
2500
20
3289


optimal_loci_217939_G1
chr6: 67227678 . . . 67228708
1031
21
3455


optimal_loci_326869_G1
chr10: 12348441 . . . 12349499
1059
22
3586


optimal_loci_31710_G1
chr1: 194939396 . . . 194943360
3965
23
3731


optimal_loci_81941_G1
chr2: 181418576 . . . 181421181
2606
24
3849


optimal_loci_198387_G1
chr5: 164712378 . . . 164713567
1190
25
3981


optimal_loci_197372_G1
chr5: 158680601 . . . 158681681
1081
26
4192


optimal_loci_106202_G1
chr3: 85647138 . . . 85648635
1498
27
4401


optimal_loci_232228_G1
chr6: 144719567 . . . 144723469
3903
28
4529


optimal_loci_244324_G1
chr7: 40299412 . . . 40300584
1173
29
4646


optimal_loci_157315_G1
chr4: 158710709 . . . 158711983
1275
30
4836


optimal_loci_137489_G1
chr4: 29898267 . . . 29899725
1459
31
5046


optimal_loci_31764_G1
chr1: 195178584 . . . 195182163
3580
32
5162









Final Selection of 72 Genomic Loci for Targeting of a Polynucleotide Donor Polynucleotide Sequence

A total of 72 genomic loci were identified and selected for targeting with a donor polynucleotide sequence from the 5,286 genomic loci that were clustered within 32 distinct clusters. For each of the 32 clusters, a representative genomic locus (32 representative genomic loci that were closest to the centroid of that cluster as described above in Table 4) and an additional genomic locus within each cluster were chosen. The additional optimal genomic loci were selected by first screening all of the 5,286 selected optimal genomic sequences against a whole genome database consisting of genomic DNA sequence data for both Zea mays c.v. Hi-II (targeting screening line) and Zea mays c.v. B104 (transformation line) to determine the coverage (how many optimal genomic loci were present in both genomes) and percentage of sequence identity in the genome from both lines. The additional optimal genomic loci with 100% coverage (the entire sequence length of the optimal loci aligned between both genomes) and 100% identity in both the Hi-II and B104 genomic databases were selected for targeting validation (FIG. 5). Comparatively, a small number of the representative genomic loci had sequence identity that was less than 100% coverage and identity in both the Hi-II and B104 genomic database (FIG. 5). Other criteria such as genomic loci size, extent of uniqueness, GC % content and chromosomal distribution of the optimal genomic loci were also taken into consideration in selecting the additional optimal genomic loci. The chromosomal location of the 72 selected optimal genomic loci and the specific genomic configuration of each Zea mays optimal genomic loci are shown in FIG. 6 and Table 5, respectively.









TABLE 5







Description of the maize selected optimal genomic loci chosen for targeting validation. From these optimal


genomic loci listed in this table, 72 maize optimal genomic loci are representative of the identified


total of 5,286 maize selected optimal genomic loci.













Length
Cluster
SEQ ID


Optimal Genomic Loci Name
Genomic Location
(bp)
Number
NO:














optimal_loci_59517_G1
chr2: 43352132 . . . 43353146
1015
1
1


optimal_loci_25001_G1
chr1: 151371224 . . . 151372260
1037
1
100


optimal_loci_112632_G1
chr3: 128098856 . . . 128100257
1402
2
203


optimal_loci_28905_G1
chr1: 177037718 . . . 177038919
1202
2
295


optimal_loci_129164_G1
chr3: 221246027 . . . 221247542
1516
3
384


optimal_loci_204726_G1
chr5: 200665730 . . . 200670667
4938
3
424


optimal_loci_2425_G1
chr1: 12810845 . . . 12814490
3646
3
451


optimal_loci_122036_G1
chr3: 184608166 . . . 184609697
1532
4
547


optimal_loci_5735_G1
chr1: 29190279 . . . 29192844
2566
4
671


optimal_loci_178978_G1
chr5: 35776311 . . . 35777560
1250
5
687


optimal_loci_288388_G1
chr8: 133290442 . . . 133291481
1040
5
781


optimal_loci_60310_G1
chr2: 47967092 . . . 47968271
1180
5
843


optimal_loci_285621_G1
chr8: 118321357 . . . 118322528
1172
6
875


optimal_loci_243330_G1
chr7: 34630402 . . . 34631577
1176
6
967


optimal_loci_127038_G1
chr3: 210603611 . . . 210605198
1588
7
1107


optimal_loci_262784_G1
chr7: 155767046 . . . 155769049
2004
7
1147


optimal_loci_344662_G1
chr10: 119131667 . . . 119133955
2289
7
1190


optimal_loci_153894_G1
chr4: 139979597 . . . 139981225
1629
8
1252


optimal_loci_28771_G1
chr1: 176062139 . . . 176063611
1473
8
1300


optimal_loci_1098_G1
chr1: 5582601 . . . 5583834
1234
9
1371


optimal_loci_97772_G1
chr3: 30209253 . . . 30210607
1355
9
1569


optimal_loci_156393_G1
chr4: 154313884 . . . 154315253
1370
10
1571


optimal_loci_236662_G1
chr6: 165975716 . . . 165977010
1295
10
1663


optimal_loci_139485_G1
chr4: 42804231 . . . 42805751
1521
11
1822


optimal_loci_301175_G1
chr9: 20325171 . . . 20326621
1451
11
1906


optimal_loci_152337_G1
chr4: 130033092 . . . 130035481
2390
12
2003


optimal_loci_202616_G1
chr5: 188822901 . . . 188824814
1914
12
2027


optimal_loci_203704_G1
chr5: 194836270 . . . 194840217
3948
12
2033


optimal_loci_282323_G1
chr8: 100763204 . . . 100764398
1195
13
2171


optimal_loci_262782_G1
chr7: 155759080 . . . 155760097
1018
13
2256


optimal_loci_64542_G1
chr2: 72203716 . . . 72205045
1330
14
2349


optimal_loci_236455_G1
chr6: 164795991 . . . 164797027
1037
14
2428


optimal_loci_162531_G1
chr4: 189896984 . . . 189899332
2349
15
2557


optimal_loci_301774_G1
chr9: 23468085 . . . 23470278
2194
15
2632


optimal_loci_344663_G1
chr10: 119143167 . . . 119144795
1629
15
2649


optimal_loci_337001_G1
chr10: 77188319 . . . 77190007
1689
16
2693


optimal_loci_204637_G1
chr5: 200298202 . . . 200301414
3213
16
2731


optimal_loci_238100_G1
chr7: 4899227 . . . 4900708
1482
16
2753


optimal_loci_66202_G1
chr2: 83483805 . . . 83484909
1105
17
2855


optimal_loci_264359_G1
chr7: 163504241 . . . 163505487
1247
17
2934


optimal_loci_282653_G1
chr8: 102704765 . . . 102705924
1160
18
3086


optimal_loci_80282_G1
chr2: 173420834 . . . 173421870
1037
18
3139


optimal_loci_291068_G1
chr8: 148277606 . . . 148279985
2380
19
3230


optimal_loci_56395_G1
chr2: 24801482 . . . 24803132
1651
19
3270


optimal_loci_200497_G1
chr5: 176879526 . . . 176881345
1820
20
3334


optimal_loci_232222_G1
chr6: 144700575 . . . 144702126
1552
20
3357


optimal_loci_43577_G1
chr1: 256469704 . . . 256472666
2963
20
3428


optimal_loci_5607_G1
chr1: 28613065 . . . 28615113
2049
20
3435


optimal_loci_114664_G1
chr3: 140106950 . . . 140108061
1112
21
3457


optimal_loci_228254_G1
chr6: 126085629 . . . 126086823
1195
21
3497


optimal_loci_120993_G1
chr3: 179419306 . . . 179420357
1052
22
3593


optimal_loci_53137_G1
chr2: 7304197 . . . 7305496
1300
22
3702


optimal_loci_31710_G1
chr1: 194939396 . . . 194943360
3965
23
3731


optimal_loci_344664_G1
chr10: 119144946 . . . 119146850
1905
23
3815


optimal_loci_81941_G1
chr2: 181418576 . . . 181421181
2606
24
3849


optimal_loci_321514_G1
chr9: 140776147 . . . 140777584
1438
24
3939


optimal_loci_198387_G1
chr5: 164712378 . . . 164713567
1190
25
3981


optimal_loci_301180_G1
chr9: 20328932 . . . 20330129
1198
25
4113


optimal_loci_197372_G1
chr5: 158680601 . . . 158681681
1081
26
4192


optimal_loci_348776_G1
chr10: 142097590 . . . 142098803
1214
26
4350


optimal_loci_244439_G1
chr7: 41068791 . . . 41070248
1458
27
4458


optimal_loci_348258_G1
chr10: 139297032 . . . 139298517
1486
27
4487


optimal_loci_232228_G1
chr6: 144719567 . . . 144723469
3903
28
4529


optimal_loci_322501_G1
chr9: 146078534 . . . 146080201
1668
28
4610


optimal_loci_244324_G1
chr7: 40299412 . . . 40300584
1173
29
4646


optimal_loci_97232_G1
chr3: 27463016 . . . 27464143
1128
29
4832


optimal_loci_157315_G1
chr4: 158710709 . . . 158711983
1275
30
4836


optimal_loci_282499_G1
chr8: 101771408 . . . 101772767
1360
30
4953


optimal_loci_155031_G1
chr4: 146991391 . . . 146993137
1747
31
5060


optimal_loci_301773_G1
chr9: 23465509 . . . 23467762
2254
31
5110


optimal_loci_283161_G1
chr8: 105321958 . . . 105323571
1614
32
5213


optimal_loci_55524_G1
chr2: 20099003 . . . 20100485
1483
32
5264


optimal_loci_127268_G1
chr3: 211767898 . . . 211770046
2149
16
2709


optimal_loci_136086_G1
chr4: 22531506 . . . 22534989
3484
27
4425


optimal_loci_232484_G1
chr6: 146122164 . . . 146125580
3417
12
2053


optimal_loci_203075_G1
chr5: 191370802 . . . 191374627
3826
12
2030


optimal_loci_3733_G1
chr1: 19232372 . . . 19235997
3626
11
1923


optimal_loci_168286_G1
chr4: 219987223 . . . 219990695
3473
4
573


optimal_loci_128078_G1
chr3: 215482594 . . . 215485640
3047
4
560


optimal_loci_265551_G1
chr7: 170127188 . . . 170130734
3547
3
463


optimal_loci_137693_G1
chr4: 31118968 . . . 31122359
3392
3
387









A large suite of 5,286 genomic locations have been identified in the Zea mays genome as optimal genomic loci for targeting with a donor polynucleotide sequence using precision genome engineering technologies. A statistical analysis approach was deployed to group the 5,286 selected genomic loci into 32 clusters with similar genomic contexts, and to identify a subset of 72 selected genomic loci representative of the set of 5,286 selected genomic loci. The 72 representative loci were validated as optimal genomic loci via targeting with a donor polynucleotide sequence. By performing the PCA statistical analysis for the numerical values generated for the ten sets of features or attributes that are described above, the ten features or attributes were computed into PCA components of fewer dimensions. As such, PCA components were reduced into five dimensions that are representative of the ten features or attributes described above (Table 6). Each PCA component is equivalent to a combination of the ten features or attributes described above. From these PCA components comprising five dimensions, as computed using the PCA statistical analysis, the 32 clusters were determined.









TABLE 6





The five PCA components (PCA1, PCA2, PCA3, PCA4, and PCA5) that define each of the 32 clusters and the sequences (SEQ ID NO: 1-SEQ ID NO: 5286 )


which make up each cluster. These five dimensions are representative of the ten features or attributes described above that were used to identify the


optimal genomic loci. The minimum (Min), mean, median and maximum (Max) values for each PCA component are provided.




























Cluster 1
Cluster 2
Cluster 3
Cluster 4
Cluster 5
Cluster 6
Cluster 7
Cluster 8
Cluster 9
Cluster 10




(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID




NO: 1-
NO: 199-
NO: 365-
NO: 543-
NO: 687-
NO: 875-
NO: 1089-
NO: 1233-
NO: 1369-
NO: 1571-




SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 198)
NO: 364)
NO: 542)
NO: 686)
NO: 874)
NO: 1088)
NO: 1232)
NO: 1368)
NO: 1570)
NO: 1794





PCA1
Min
−0.38899
−0.93177
−0.39537
−0.93241
−0.39582
−0.93174
−0.38719
−0.93217
−0.38101
−0.93175



Mean
0.73994
−0.70291
0.797903
−0.72366
0.696097
−0.70419
0.759996
−0.69832
0.799943
−0.71434



Median
0.444732
−0.72051
0.581978
−0.72065
0.41229
−0.72032
0.468691
−0.71729
0.546926
−0.72051



Max
3.016652
−0.40085
3.06313
−0.40153
3.823763
−0.40276
3.007282
−0.40162
4.260435
−0.41456


PCA2
Min
0.200459
0.211002
−9.82023
−5.15632
0.200591
0.233367
−4.04364
−4.90205
0.204949
0.205064



Mean
0.607958
0.651683
−0.77754
−0.94886
0.62733
0.640492
−0.7257
−0.69802
0.613344
0.639532



Median
0.616048
0.69582
−0.4007
−0.60703
0.654722
0.662685
−0.5115
−0.48357
0.642703
0.673247



Max
0.941211
0.950602
0.188311
0.193638
0.933845
0.95102
0.194718
0.193615
0.950028
0.956661


PCA3
Min
−0.19912
−0.19998
−0.19915
−0.19817
−0.3145
−0.32531
−0.30392
−0.31372
−0.19958
−0.19843



Mean
0.251544
0.348751
0.153077
0.230562
−0.26578
−0.28236
−0.25128
−0.26153
0.244656
0.257424



Median
−0.02809
−0.04129
−0.02763
−0.01853
−0.26978
−0.28873
−0.2537
−0.26577
−0.02402
−0.02638



Max
6.481119
34.90501
11.24551
10.67521
−0.20057
−0.20094
−0.20105
−0.20248
5.739189
11.2077


PCA4
Min
−0.39542
−0.39731
−0.39369
−0.39886
−0.37619
−0.37126
−0.39716
−0.39684
−1.25027
−1.22084



Mean
1.030652
0.94334
0.839835
0.728573
1.088658
1.125488
0.837988
0.867379
−0.881
−0.83045



Median
0.956571
0.843296
0.664549
0.334136
1.025711
1.062969
0.491677
0.598316
−0.87578
−0.82491



Max
2.82969
2.82634
2.890302
2.848484
2.875967
2.891137
2.869785
2.792003
−0.41074
−0.40079


PCA5
Min
−0.19722
−0.19899
−0.18939
−0.1958
−0.1959
−0.1976
−0.19078
−0.19095
−0.19058
−0.18616



Mean
0.692886
0.757261
0.642033
0.698495
0.682658
0.693974
0.661659
0.618725
0.84803
0.77689



Median
0.537914
0.609134
0.438724
0.587864
0.500322
0.514611
0.457563
0.432322
0.775864
0.59967



Max
2.938322
4.205435
2.765824
2.808973
4.140417
2.995524
3.446519
2.717293
2.760305
2.593518





















Cluster 11
Cluster 12
Cluster 13
Cluster 14
Cluster 15
Cluster 16
Cluster 17
Cluster 18




(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID




NO: 1795-
NO: 1980-
NO: 2171-
NO: 2349-
NO: 2557-
NO: 2693-
NO: 2854-
NO: 3004-




SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 1979)
NO: 2170)
NO: 2348)
NO: 2556)
NO: 2692)
NO: 2854)
NO: 3003)
NO: 3150)





PCA1
Min
−0.39194
−0.93253
−0.38415
−1.03449
−0.3984
−0.93226
−0.4
−0.93176



Mean
0.770295
−0.73093
0.655148
−0.70636
0.519692
−0.72131
0.788093
−0.72141



Median
0.347427
−0.72075
0.31035
−0.72054
0.149839
−0.72068
0.474147
−0.72052



Max
3.072388
−0.402
3.054517
−0.40125
2.973061
−0.4106
3.076914
−0.4042


PCA2
Min
−5.36888
−6.75555
0.206839
0.206354
−4.6237
−4.17636
0.201471
0.200304



Mean
−1.0031
−1.01406
0.618082
0.613673
−0.71726
−0.89472
0.585603
0.656596



Median
−0.52447
−0.66079
0.639485
0.642803
−0.38947
−0.58265
0.600619
0.671923



Max
0.197865
0.193687
0.950172
0.955582
0.178297
0.199158
0.947875
0.957912


PCA3
Min
−0.19868
−0.19755
−0.31583
−0.3256
−0.30535
−0.31509
−0.19941
−0.19977



Mean
0.121116
0.22983
−0.2653
−0.27114
−0.2528
−0.26165
0.635893
0.335092



Median
−0.05745
−0.02841
−0.26895
−0.27173
−0.25626
−0.26456
−0.04339
0.008014



Max
3.384549
16.92247
−0.20086
−0.20023
−0.20007
−0.20018
34.91703
8.740083


PCA4
Min
−1.21449
−1.13853
−1.24332
−1.17361
−1.13483
−1.21844
−0.39205
−0.38758



Mean
−0.8525
−0.80304
−0.87789
−0.85262
−0.83671
−0.8048
0.614565
0.833197



Median
−0.84403
−0.81514
−0.89279
−0.87973
−0.86109
−0.8269
0.451215
0.567642



Max
−0.43247
−0.41111
−0.4172
−0.4226
−0.43388
−0.41083
2.809658
3.04613


PCA5
Min
−0.19615
−0.18815
−0.196
−0.19829
−0.19924
−0.19297
−1.79801
−2.53365



Mean
0.822063
0.791532
0.824284
0.810572
0.736591
0.728155
−0.72144
−0.84754



Median
0.802156
0.730284
0.795933
0.764994
0.693731
0.657955
−0.72833
−0.77132



Max
2.351784
2.947057
2.67123
2.416623
2.278981
2.616655
−0.20335
−0.20762






















Cluster 19
Cluster 20
Cluster 21
Cluster 22
Cluster 23
Cluster 24
Cluster 25
Cluster 26
Cluster 27




(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID




NO: 3151-
NO: 3289-
NO: 3456-
NO: 3586-
NO: 3731-
NO: 3849-
NO: 3981-
NO: 4192-
NO: 4401-




SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 3288)
NO: 3455)
NO: 3585)
NO: 3730)
NO: 3848)
NO: 3980)
NO: 4191)
NO: 4400)
NO: 4528)





PCA1
Min
−0.3845
−0.93215
−0.39456
−0.93174
−0.39968
−0.93205
−0.38484
−0.93175
−0.36299



Mean
0.822434
−0.7062
0.648476
−0.71986
0.569528
−0.7112
0.89369
−0.71148
0.847871



Median
0.469551
−0.72007
0.373243
−0.72054
0.307897
−0.71444
0.656779
−0.7205
0.473467



Max
3.022389
−0.40471
2.902287
−0.41693
2.76172
−0.40915
3.044789
−0.40213
6.206739


PCA2
Min
−12.4583
−5.15079
0.202767
0.202637
−4.50821
−4.32937
0.205796
0.217611
−3.95614



Mean
−0.99953
−0.84736
0.618663
0.60694
−0.777
−0.77438
0.615151
0.627195
−0.58233



Median
−0.69949
−0.41126
0.650056
0.588239
−0.41811
−0.59493
0.63135
0.641379
−0.23895



Max
0.189554
0.199151
0.949085
0.95292
0.196954
0.180603
0.941307
0.956251
0.199442


PCA3
Min
−0.19819
−0.19983
−0.31601
−0.32437
−0.30606
−0.31336
−0.19852
−0.19834
−0.19909



Mean
0.188191
0.219518
−0.27138
−0.27931
−0.25642
−0.26736
0.171006
0.21757
0.20907



Median
−0.04381
−0.04394
−0.27672
−0.29129
−0.26139
−0.27169
−0.03015
−0.02662
−0.03223



Max
7.182482
13.78985
−0.20023
−0.20086
−0.20052
−0.20409
4.462448
7.171082
7.193004


PCA4
Min
−0.39849
−0.39561
−0.36964
−0.38206
−0.39748
−0.39925
−0.7756
−0.74818
−0.78247



Mean
0.600433
0.604744
0.646062
0.758589
0.668717
0.649507
−0.63225
−0.6052
−0.61175



Median
0.449885
0.359338
0.523269
0.57825
0.41274
0.413211
−0.63785
−0.61495
−0.61728



Max
2.884778
2.972785
2.6186
2.974322
2.854384
2.911189
−0.40047
−0.40417
−0.40476


PCA5
Min
−2.6192
−2.44086
−2.6779
−2.62344
−2.18571
−2.49096
−2.21238
−2.21096
−2.21537



Mean
−0.80889
−0.82297
−0.72856
−0.70873
−0.85226
−0.79404
−0.8952
−0.956
−0.91416



Median
−0.70957
−0.77948
−0.59442
−0.57736
−0.79315
−0.76484
−0.83735
−0.91891
−0.92024



Max
−0.20218
−0.20251
−0.20116
−0.20382
−0.20566
−0.20015
−0.20978
−0.20039
−0.22084


















Cluster 28
Cluster 29
Cluster 30
Cluster 3l
Cluster 32




(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID
(SEQ ID




NO: 4529-
NO: 4646-
NO: 4836-
NO: 5046-
NO: 5162-




SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 4645)
NO: 4835)
NO: 5045)
NO: 5161)
NO: 5286)





PCA1
Min
−0.93202
−0.39541
−0.93174
−0.38676
−0.93219



Mean
−0.6997
0.733638
−0.71468
0.713562
−0.72235



Median
−0.71199
0.522102
−0.72051
0.378272
−0.72062



Max
−0.40329
2.997077
−0.40188
2.942702
−0.40344


PCA2
Min
−4.39001
0.203336
0.213622
−3.27891
−4.31097



Mean
−0.66813
0.642413
0.668567
−0.54379
−0.6389



Median
−0.27959
0.691753
0.727605
−0.27039
−0.39873



Max
0.199682
0.947101
0.955864
0.197573
0.197193


PCA3
Min
−0.19493
−0.31606
−0.32335
−0.30162
−0.31598



Mean
0.183239
−0.26663
−0.28001
−0.25672
−0.27043



Median
−0.06903
−0.27011
−0.28811
−0.25858
−0.27998



Max
6.524651
−0.20077
−0.20004
−0.20218
−0.20128


PCA4
Min
−0.75487
−0.79614
−0.74639
−0.78065
−0.74365



Mean
−0.59977
−0.62563
−0.61235
−0.62339
−0.59687



Median
−0.60438
−0.63223
−0.61292
−0.63546
−0.6038



Max
−0.41372
−0.41488
−0.40099
−0.40756
−0.40546


PCA5
Min
−2.20254
−2.39722
−2.17311
−2.11438
−2.35552



Mean
−0.91719
−0.96664
−0.96062
−0.95439
−0.98418



Median
−0.83148
−0.90166
−0.94788
−0.90938
−0.885



Max
−0.20408
−0.2077
−0.21493
−0.20199
−0.22725









Example 3
Design of Zinc Fingers to Bind Genomic Loci in Zea mays

Zinc finger proteins directed against the identified DNA sequences of the representative genomic loci were designed as previously described. See, e.g., Urnov et al., (2005) Nature 435:646-551. Exemplary target sequence and recognition helices are shown in Table 7 (recognition helix regions designs) and Table 8 (target sites). In Table 8, nucleotides in the target site that are contacted by the ZFP recognition helices are indicated in uppercase letters andnon-contacted nucleotides are indicated in lowercase. Zinc Finger Nuclease (ZFN) target sites were designed for all of the previously described 72 selected genomic loci. Numerous ZFP designs were developed and tested to identify the fingers which bound with the highest level of efficiency with 72 different representative genomic loci target sites which were identified and selected in Zea mays as described above. The specific ZFP recognition helices (Table 7) which bound with the highest level of efficiency to the zinc finger recognition sequences were used for targeting and integration of a donor sequence within the Zea mays genome.









TABLE 7







zinc finger designs for the Zea mays selected genomic loci (N/A indicates ″not


applicable″). It should be noted that the ZFP recognition helices that are identified


with an asterisk (*) were designed for targeting and integration of a donor sequence,


but the completion of donor integration within these genomic loci has not been


completed.














pDAB
ZFP








Number
Number
F1
F2
F3
F4
F5
F6





111879
111879
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



ZFN5
NO: 5287
NO: 5288
NO: 5289
NO: 5290
NO: 5291
NO: 5292




QSGDLTR
RKDQLVA
RSDDLTR
TSSNRKT
RSDTLSE
ARSTRTN



111879
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



ZFN7
NO: 5293
NO: 5294
NO: 5295
NO: 5296
NO: 5297
NO: 5298




RSDSLSV
DRSNRKT
QSSHLTR
RSDALAR
RSDDLTR
DPSALRK





111885
111885
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



ZFN1
NO: 5299
NO: 5300
NO: 5301
NO: 5302
NO: 5303
NO: 5304




RSDNLSQ
ASNDRKK
ERGTLAR
RSDHLSR
ERGTLAR
QSGHLSR



111885
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



ZFN2
NO: 5305
NO: 5306
NO: 5307
NO: 5308
NO: 5309
NO: 5310




RSANLAR
DRSDLSR
RSDTLSQ
RSADLSR
DRSNLSR
NSRNLRN





117404
SIG115
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



737_31v1
NO: 5311
NO: 5312
NO: 5313
NO: 5314
NO: 5315
NO: 5316 




RSDSLSV
DRSHLAR
DRSNLSR
RRSDLKR
RSDTLSE
QNATRIN



SIG115
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



737_32v1
NO: 5317
NO: 5318
NO: 5319
NO: 5320






QSGSLTR
QSGDLTR
RSDVLSE
TRNGLKY







117408
SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



523_11v1
NO: 5321
NO: 5322
NO: 5323
NO: 5324
NO: 5325
NO: 5326




RSDNLSR
DNSNRKT
QNAHRKT
QKATRIT
DRSHLTR
RSDDRKK



SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



523_12v1
NO: 5327
NO: 5328
NO: 5329
NO: 5330






ASKTRTN
QSGSLTR
LRHHLTR
QSAHLKA







117400
SIG115
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



246_5
NO: 5331
NO: 5332
NO: 5333
NO: 5334
NO: 5335





QSGDLTR
ASHNLRT
DRSNLTR
QSSDLSR
DAGNRNK




SIG115
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



246_6
NO: 5336
NO: 5337
NO: 5338
NO: 5339
NO: 5340





DRSDLSR
RSDNLTR
DRSHLSR
TSGNLTR
QSSDLSR






117402
SIG115
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



636_1v1
NO: 5341
NO: 5342
NO: 5343
NO: 5344
NO: 5345
NO: 5346




QSSDLSR
HRSTRNR
RSDDLTR
DRSNLKA
DRSHLTR
QRSTLKS



SIG115
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



636_2v1
NO: 5347
NO: 5348
NO: 5349
NO: 5350
NO: 5351
NO: 5352




RSDALSR
RSDDLTR
DRSHLTR
TSSNRKT
RSDTLSE
DRSHLAR





117406
SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



417_11v1
NO: 5353
NO: 5354
NO: 5355
NO: 5356
NO: 5357
NO: 5358




DRSARTR
QSGHLSR
QSGNLAR
RSDVLST
RYAYLTS
RRWTLVG



SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



417_12v1
NO: 5359
NO: 5360
NO: 5361
NO: 5362
NO: 5363





RSDNLSQ
ASNDRKK
QSGDLTR
LKDTLRR
QSGNLAR






117411
SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



621_15v1
NO: 5364
NO: 5365
NO: 5366
NO: 5367
NO: 5368





QSGDLTR
MQNYLSR
RSDHLSE
QNANRKT
RSADLTR




SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



621_16v1
NO: 5369
NO: 5370
NO: 5371
NO: 5372
NO: 5373
NO: 5374




RSDNLSE
QSANRTK
RSDALSR
DRSALAR
RSDHLSE
DSQNRIK





117413
SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



78_11v1
NO: 5375
NO: 5376 
NO: 5377
NO: 5378
NO: 5379 
NO: 5380




QSGDLTR
DKGNLTK
RSADLTR
DRSHLAR
RSDTLSE
DRSNRKT



SIG120
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



78_12v1
NO: 5381
NO: 5382 
NO: 5383
NO: 5384 
NO: 5385 
NO: 5386




DRSNLSR
LRQDLKR
RSDHLSE
DRSALAR
DRSALSR
NRRGRWS





117429
SIG157
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



315_1v1
NO: 5387
NO: 5388
NO: 5389
NO: 5390  
NO: 5391
NO: 5392




RPYTLRL
HRSSLRR
RSDSLLR
WLSSLSA
QSGDLTR
DRSHLAR



SIG157
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



315_2v1
NO: 5393
NO: 5394 
NO: 5395
NO: 5396 
NO: 5397





DRSNLSR
LKQHLNE
LRHHLTR
QSGNLHV
TSGHLSR






124802

SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A




NO: 5495
NO: 5496 
NO: 5497
NO: 5498






QSSDLSR
QSGNLAR
DRSNRTT
DNSNRIK






SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A




NO: 5499
NO: 5500 
NO: 5501
NO: 5502 
NO: 5503





QSSDLSR
RTDALRG
RSDHLSE
SYRSRWG
DRSALAR






121900
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



05_1
NO: 5504
NO: 5505 
NO: 5506
NO: 5507






RSDTLSE
QSGDLTR
TSGNLTR
DRSALAR





SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



05_2
NO: 5508
NO: 5509 
NO: 5510
NO: 5511 
NO: 5512 
NO: 5513




RSDSLSV
QSGDLTR
DRSNLSR
RQDSRSQ
RSDHLSA
QHGSLAS





124810
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



06_9
NO: 5514
NO: 5515 
NO: 5516
NO: 5517






RSANLAR
RSDHLTT
RSANLAR
TNQNRIT





SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



06_10
NO: 5518
NO: 5519 
NO: 5520
NO: 5521 
NO: 5522





QSGNLAR
QSNQLAV
QNAHRKT
RSDDLSK
RSDTRKT






121902
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



07_1
NO: 5523
NO: 5524 
NO: 5525
NO: 5526  
NO: 5527
NO: 5528




QSSHLTR
QSSDLTR
RSDDLTR
QSSDLRR
TSGSLSR
TSSNRAV



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



07_2
NO: 5529
NO: 5530 
NO: 5531
NO: 5532






RSDHLSR
DRSARNS
RSDTLSE
SRCWRRK







123802
ZmPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



18SIG_5
NO: 5533
NO: 5534
NO: 5535
NO: 5536
NO: 5537
NO: 5538




TSGNLTR
LKQMLAV
QSSNLAR
RSDNLTR
RSDNLST
QSGHLSR



ZmPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



18SIG_6
NO: 5539
NO: 5540
NO: 5541
NO: 5542






RSDNLAR
QKKDRSY
RSDVLSR
DSRDRKN







123805
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL19_1
NO: 5543
NO: 5544
NO: 5545
NO: 5546
NO: 5547





RSAHLSR
QSANRTK
QSSDLSR
QSSDLSR
QWSTRKR




ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL19_2
NO: 5548
NO: 5549
NO: 5550
NO: 5551
NO: 5552
NO: 5553




QSSDLSR
QSAHRKN
RSDNLST
DSSTRKT
RSDHLSR
DRSNRKT





121992
ZmPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



20v2_1
NO: 5554
NO: 5555
NO: 5556
NO: 5557






QSSDLSR
QAGNLSK
DRSNLSR
LKQHLTR





ZmPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



20v2_2
NO: 5558
NO: 5559
NO: 5560
NO: 5561
NO: 5562





DRSNLSR
QSGDLTR
QSSDLSR
QAGNLSK
QNAHRKT






118643
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



09_1
NO: 5563
NO: 5564
NO: 5565
NO: 5566
NO: 5567
NO: 5568




RSDHLSQ
QNAHRIT
RSDDLTR
QRSTLSS
TSGNLTR
DRSNLTR



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



09_2
NO: 5569
NO: 5570
NO: 5571
NO: 5572
NO: 5573
NO: 5574




TSGNLTR
RSDDLTR
QSGDLTR
MQNYLSR
QSGNLAR
DQSGLAH





118648
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



10_5
NO: 5575
NO: 5576
NO: 5577
NO: 5578
NO: 5579
NO: 5580




rsdnlst
drsalar
lkqhltr
rrddlrn
rsddltr
drsnlka



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



10_6
NO: 5581
NO: 5582
NO: 5583
NO: 5584
NO: 5585
NO: 5586




rsdtlse
qsgdltr
qsgdltr
drsvlrr
rsdnlar
drsnltr





118650
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



21_1
NO: 5587
NO: 5588
NO: 5589
NO: 5590
NO: 5591





DRSHLTR
QSGDLTR
QSGDLTR
RSDNLSE
KRGNRAK




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



21_2
NO: 5592
NO: 5593
NO: 5594
NO: 5595
NO: 5596
NO:5597




ERGTLAR
RSDALAR
RSDALSR
DRSALAR
ERGTLAR
DRSALAR





118654
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



22_3
NO: 5598
NO: 5599
NO: 5600
NO: 5601
NO: 5602





QSSDLSR
RSDHLSR
RSDTLSQ
QKATRIT
RSDALAR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



22_4
NO: 5603
NO: 5604
NO: 5605
NO: 5606
NO: 5607





RSDNLSV
DRSHLAR
RSDTLSR
QSADRTK
TSGHLSR






118656
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



23_1
NO: 5608
NO: 5609 
NO: 5610
NO: 5611 
NO: 5612 
NO: 5613




QRSNLVR
DRSHLAR
RSDTLSE
RMYTLSK
DRSALSR
RSDDLTR



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



23_2
NO: 5614
NO: 5615 
NO: 5616
NO: 5617
NO: 5618





RSDALTQ
DRSDLSR
RRTDLRR
RSDNLAR
QRSPLPA






118659
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



24_4
NO: 5619
NO: 5620 
NO: 5621
NO: 5622 
NO: 5623 
NO: 5624




RSDSLSA
QNAHRKT
ERGTLAR
RSDNLTR
TSGNLTR
QRSHLSD



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



24_3
NO: 5625
NO: 5626 
NO: 5627
NO: 5628 
NO: 5629 
NO: 5630




QSGDLTR
QRSNLNI
RSDNLAR
DRSVLHR
DRSDLSR
RQDTLRS





118660
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



25_2
NO: 5631
NO: 5632 
NO: 5633
NO: 5634 
NO: 5635 
NO: 5636




RSDALSR
QSGSLTR
RSDALSV
DSSHRTR
QSGDLTR
QSGHLSR



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



25_1
NO: 5637
NO: 5638 
NO: 5639
NO: 5640 
NO: 5641 
NO: 5642




RSDNLAR
HRNTLLG
TSGSLSR
RSDHLTT
QSGDLTR
RPYTLRL





118767
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



26_1
NO: 5643
NO: 5644
NO: 5645
NO: 5646
NO: 5647





RSADLTR
RSDALAR
RSDTLSQ
RSDDRKK
TSGSLSR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



26_2
NO: 5648
NO: 5649
NO: 5650
NO: 5651
NO: 5652





RSDTLSA
RSADRKK
QRSNLVR
DRSHLAR
RSDALSV






118769
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



27_1
NO: 5653
NO: 5654
NO: 5655
NO: 5656
NO: 5657





DRSNLSR
QSGNLAR
RSDHLTQ
QSGDLTR
LRHQLKS




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



27_2
NO: 5658
NO: 5659
NO: 5660
NO: 5661
NO: 5662
NO: 5663




RSADLTR
QSGDLTR
DRSHLSR
TSGNLTR
RSDHLSA
TTRYRNR





118663
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



28_1
NO: 5664
NO: 5665
NO: 5666
NO: 5667
NO: 5668 





QSSDLSR
QSGSLTR
QSGHLSR
TSGNLTR
QSGHLSR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



28_2
NO: 5669
NO: 5670
NO: 5671
NO: 5672
NO: 5673





QSGNLAR
DISNRSK
DRSDLSR
RRTDLRR
TSGSLTR






118668
SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A



29_5
NO: 5674
NO: 5675
NO: 5676
NO: 5677
NO: 5678





DRSHLSR
TSGNLTR
DRSNLSR
FPGSRTR
RNDDRKK




SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



29_6
NO: 5679
NO: 5680
NO: 5681
NO: 5682
NO: 5683
NO: 5684




TSGSLSR
QLNNLKT
RSDVLST
ASGNLLN
RSDNLSR
DNSNRKT





118669
SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



30_1
NO: 5685
NO: 5686
NO: 5687
NO: 5688
NO: 5689
NO: 5690




RSDTLSQ
ASANRTK
QSSNLAR
DSSDRKK
RSDHLST
QSGHLSR



SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A



30_2
NO: 5691
NO: 5692
NO: 5693
NO: 5694
NO: 5695





RSDHLSA
SYWSRTV
DRSALSR 
DRSHLAR
RSDNLTR






118670
SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A



31_1
NO: 5696
NO: 5697
NO: 5698
NO: 5699
NO: 5700





DRSDLSR
DRSNRNK
RSDVLSE 
RNFSLTM
RSDALAR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



31_2
NO: 5701
NO: 5702
NO: 5703
NO: 5704
NO: 5705





QSGALAR
QSSDLSR
RRDILHQ
RSADLTR
QSGDLTR






118673
SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A



32_5
NO: 5706
NO: 5707
NO: 5708
NO: 5709
NO: 5710





QSGALAR
DRSNLSR
LKQHLTR
RSDNLST
RSDHLSR




SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A



32_6
NO: 5711
NO: 5712
NO: 5713
NO: 5714
NO: 5715





QSSDLSR
HRSNLNK
DRSNLSR
DASNLRQ
TSSNLSR






118674
SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
NA



33_1
NO: 5716
NO: 5717
NO: 5718
NO: 5719
NO: 5720





RSDSLLR
CREYRGK
TSGHLSR
RSDVLSA
RNDHRIN




SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



33_2
NO: 5721
NO: 5722
NO: 5723
NO: 5724
NO: 5725
NO: 5726




QSGSLTR
RSDNLRE
QSGSLTR 
RLDNRTA
RSDVLSN
DRSTRIT





118676
SIGPPL
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID 
SEQ ID



34_1
NO: 5727
NO: 5728
NO: 5729
NO: 5730
NO: 5731
NO: 5732




RSDSLLR
WLSSLSA
ERGTLAR
TSGSLTR
RSDTLSE
QSGHLSR



SIGPPL
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
N/A
N/A



34_2
NO: 5733
NO: 5734
NO: 5735
NO: 5736






QSGNLAR
DISNRSK
RSDHLSR
HRYHRLS







118677
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



35_1
NO: 5737
NO: 5738
NO: 5739
NO: 5740
NO: 5741
NO: 5742




QSGSLTR
DRSHLAR
DRSALSR
RSDALAR
QSSDLSR
HKYHLRS



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID 
SEQ ID



35_2
NO: 5743
NO: 5744
NO: 5745
NO: 5746
NO: 5747
NO: 5748




RSDHLSE
RKDARIT
ERGTLAR
RSDALTQ
DRSHLTR 
RSDHLTT





118680
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
N/A



36_1
NO: 5749
NO: 5750
NO: 5751
NO: 5752
NO: 5753





TSGSLSR
QMHHLKT
TSSNLSR
QSGALAR
RSDDLTR




SIGPPL
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID 



36_2
NO: 5754
NO: 5755
NO: 5756
NO: 5757
NO: 5758
NO: 5759




DRSALSR
RSDHLSR
DRSARTR
QSGHLSR
RSDHLSE
ARSTRTN





118683
SIGPPL
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
N/A
N/A



37_1
NO: 5760
NO: 5761
NO: 5762
NO: 5763






RSANLAR
RNDDRKK
DRSHLTR
DRSNLTR





SIGPPL
SEQ ID 
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
N/A



37_2
NO: 5764
NO: 5765
NO: 5766
NO: 5767
NO: 5768





TSGSLSR
DSSDRKK
QSGDLTR
DRSHLTR
DRSHLAR






118685
SIGPPL
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID 
SEQ ID
N/A



38_1
NO: 5769
NO: 5770
NO: 5771
NO: 5772
NO: 5773





RSDHLSA
TKSNRTK
DRSNLTR
RSDDLTR
QKSSLRT




SIGPPL
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID 
SEQ ID



38_2
NO: 5774
NO: 5775
NO: 5776
NO: 5777
NO: 5778
NO: 5779




RREDLIT 
TSSNLSR
DRSALSR
RSDDRKT
RSDTLSE
HRRSRWG





123833
ZmSIG
SEQ ID 
SEQ ID
SEQ ID   
SEQ ID
SEQ ID
SEQ ID



PPL39_1
NO: 5780
NO: 5781
NO: 5782
NO: 5783
NO: 5784
NO: 5785




RSDNLSA
RNNDRKT
QSGDLTR
RSDDLTR
QSSDLSR
HKYHLRS



ZmSIG
SEQ ID 
SEQ ID
SEQ ID   
SEQ ID
SEQ ID
SEQ ID



PPL39_2
NO: 5786
NO: 5787
NO: 5788
NO: 5789
NO: 5790
NO: 5791




TNQNRIT
HRSSLRR
DSSTRKT
QSATRTK
QSSDLSR 
HRKSLSR





118771
SIGPPL
SEQ ID 
SEQ ID
SEQ ID  
SEQ ID
SEQ ID
N/A



40_1
NO: 5792
NO: 5793
NO: 5794
NO: 5795
NO: 5796





QSSDLSR 
QSTHRNA
RSDHLTQ
DRSDLSR
RSDNLTR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



40_2
NO: 5797
NO: 5798
NO: 5799
NO: 5800
NO: 5801





QSGDLTR
DRSHLTR  
QSGSLTR
DRSNLSR
QSGNLAR






121943
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL41_7
NO: 5802
NO: 5803
NO: 5804
NO: 5805
NO: 5806
NO: 5807




DRSALSR   
RSDALTQ
RSDSLLR
RSDALTQ
RSDNLST
DNSNRIN



ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL41_8
NO: 5808
NO: 5809
NO: 5810
NO: 5811
NO: 5812
NO: 5813




RSDNLST
RSDNRTK
RSDVLST
WSSSRAA
QSGSLTR
TSSNRKT





121946
ZmSIG
SEQ ID 
SEQ ID  
SEQ ID
SEQ ID
N/A
N/A



PPL42_7
NO: 5814
NO: 5815
NO: 5816
NO: 5817






QSSHLTR
RSDALTQ
ERGTLAR
RNDDRKK





ZmSIG
SEQ ID 
SEQ ID
SEQ ID   
SEQ ID
SEQ ID
SEQ ID



PPL42_8
NO: 5818
NO: 5819
NO: 5820
NO: 5821
NO: 5822
NO: 5823




QSGSLTR
TSSNRKT
RSDNLSV 
QNANRIT
ERGTLAR
RSDDLTR





121949
ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID  
SEQ ID 
SEQ ID



PPL43_3
NO: 5824
NO: 5825
NO: 5826
NO: 5827
NO: 5828
NO: 5829




RSDNLSE   
RHSALSA
QSSDLSR
QSYNRFV
ERGTLAR
TSGSLTR



ZmSIG
SEQ ID
SEQ ID   
SEQ ID
SEQ ID
SEQ ID
N/A



PPL43_4
NO: 5830
NO: 5831
NO: 5832
NO: 5833
NO: 5834





ERGTLAR
RSDDLTR
RSDHLSE
RNQHRKN
DRSHLAR






121952
ZmSIG
SEQ ID 
SEQ ID   
SEQ ID
SEQ ID
SEQ ID
N/A



PPL44_1
NO: 5835
NO: 5836
NO: 5837
NO: 838
NO: 5839





QSGNLAR
QGANLIK
RSDSLSV
DRSDLSR
QSGHLSR




ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL44_2
NO: 5840
NO: 5841
NO: 5842
NO: 5843
NO: 5844





TSGSLSR
QSGSLTR
RSAHLSR
RSDALST
DRSTRTK



121959
ZmSIG
SEQ ID
SEQ ID  
SEQ ID
SEQ ID
SEQ ID
N/A



PPL45_7
NO: 5845
NO: 5846
NO: 5847
NO: 5848
NO: 5849





RSDDLSK  
QSATRTK
RSDALTQ
DRSHLTR
TSSNRKT




ZmSIG
SEQ ID    
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL45_8
NO: 5850
NO: 5851
NO: 5852
NO: 5853
NO: 5854
NO: 5855




DRSALSR    
TSSNRKT
RSADLTR
RSDDLTR
RSDVLST
DCRNRWR





121963
ZmSIG
SEQ ID 
SEQ ID  
SEQ ID
SEQ ID
SEQ ID
N/A



PPL46_7
NO: 5856
NO: 5857
NO: 5858
NO: 5859
NO: 5860





QSSDLSR
QSGSLTR  
QSSDLSR
RSDNLST
RSDNRTK




ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL46_8
NO: 5861
NO: 5862
NO: 5863
NO: 5864
NO: 5865
NO: 5866




QSSDLSR 
AASNRSK
DRSHLSR
DRSHLAR
RSDTLSA
RSADRKK





121971
ZmSIG
SEQ ID 
SEQ ID  
SEQ ID
SEQ ID
SEQ ID
N/A



PPL48_7
NO: 5867
NO: 5868
NO: 5869
NO: 5870
NO: 5871





RSDNLST
DRSNRKT
RSDALAR
RSDNLST
DRSALAR




ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID  



PPL48_8
NO: 5872
NO: 5873
NO: 5874
NO: 5875
NO: 5876
NO: 5877




DRSDLSR 
DRSNRNK
QSSDLSR
WRSSLRQ
RSDHLSQ
TRSPLTT





121972
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL49_1
NO: 5878
NO: 5879
NO: 5880
NO: 5881
NO: 5882





TRDHLST
RSDARTN
RSDHLSE
QSNHRKT
RSDALAR




ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL49_2
NO: 5883
NO: 5884
NO: 5885
NO:5886
NO:5887
NO: 5888




ERGTLAR
RSDALTQ
RSDSLSV
DRSALAR
QSSNLAR
QSADRTK





124097
ZmSIG
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
N/A



PPL50_5
NO: 5889
NO: 5890
NO: 5891
NO: 5892
NO: 5893





RSDHLSA
QSGDLTR
QSSDLSR
RSDNLAR
FREGLYK




ZmSIG
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



PPL50_6
NO: 5894
NO: 5895
NO: 5896
NO: 5897
NO: 5898
NO: 5899




TSGNLTR
LKQMLAV
ERGTLAR
RSDHLSR  
QSSHLTR
QSSDLTR





123818
ZmPPL
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A
N/A



51_7
NO: 5900
NO: 5901
NO: 5902
NO: 5903






RSDTLSE
HRRSRWG
RSDDLSV
TSSNRTK





ZmPPL
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



51_8
NO: 5904
NO: 5905
NO: 5906
NO: 5907
NO: 5908
NO: 5909




RSDTLSQ
QRDHRIK
DRSNLSR  
TSGNLTR
RSDSLLR
WLSSLSA





118705
SIGPPL
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
N/A



52_5
NO: 5910
NO: 5911
NO: 5912
NO: 5913
NO: 5914





DRSNLSR
LRQNLIM
QNAHRKT
QSGALAR
QSGHLSR




SIGPPL
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



52_6
NO: 5915
NO: 5916
NO: 5917
NO: 5918
NO: 5919
NO: 5920




QSGNLAR
LAYDRRK
RSDVLSE
RNFSLTM
RSADLTR
DSSDRKK





118711
SIGPPL
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A
N/A



54_5
NO: 5921
NO: 5922
NO: 5923
NO: 5924






RSDNLAR
DQSYRRT
RSDNLSE
TSSNRKT





SIGPPL
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



54_6
NO: 5925
NO: 5926
NO: 5927
NO: 5928
NO: 5929
NO: 5930




TSGSLSR
RKELLRS
RPYTLRL
HRSSLRR 
DRSTRTK
RSDYLAK





118718
ZmSIG
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



PPL57_1
NO: 5931
NO: 5932
NO: 5933
NO: 5934
NO: 5935
NO: 5936




QSSDLSR
QSTHRNA
RSADLTR
RSDDLTR
DRSNLSR
QSGNLAR



ZmSIG
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID
N/A



PPL57_2
NO: 5937
NO: 5938
NO: 5939
NO: 5940
NO: 5941





QSGHLAR
DRSHLAR
RSANLAR
QSANRTK
RSDHLTQ






118722
ZmSIG
SEQ ID 
SEQ ID   
SEQ ID
SEQ ID
SEQ ID
N/A



PPL58_3
NO: 5942
NO: 5943
NO: 5944
NO: 5945
NO: 5946





QSSDLSR
RSDHLTQ
DRSALAR
RSDYLAK
QSGDLTR




ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID   



PPL58_4
NO: 5947
NO: 5948
NO: 5949
NO: 5950
NO: 5951
NO: 5952




RSDNLSQ
QRQHRKT
DQSNLRA
RPYTLRL
QSSNLAR
RSDNLTT





118726
SIGPPL
SEQ ID 
SEQ ID   
SEQ ID
SEQ ID
SEQ ID
N/A



59_5
NO: 5953
NO: 5954
NO: 5955
NO: 5956
NO: 5957





QSGHLAR
QRVALQA
ERGTLAR
QSGDLTR
RSDDLTR




SIGPPL
SEQ ID
SEQ ID   
SEQ ID
SEQ ID
SEQ ID
N/A



59_6
NO: 5958
NO: 5959
NO: 5960
NO: 5961
NO: 5962





QSSDLSR
HRSNLNK
RSADLTR
TNQNRIT
RSDALAR






118728
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL60_3
NO: 5963
NO: 5964
NO: 5965
NO: 5966
NO: 5967
NO: 5968




DSSALIN
TSSNLSR
RSDHLSR
YGWYRHK
TSGHLSR
RSDNLTR



ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL6_4
NO: 5969
NO: 5970
NO: 5971
NO: 5972
NO: 5973





QSGHLAR
QRTNLVE
DRSTRTK
QSGNLHV
RSDHLTQ






118732
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



61_5
NO: 5974
NO: 5975
NO: 5976
NO: 5977
NO: 5978





RSDNLST 
RSDNRTK
RSDNLAR
QKVNLMS
QSGALAR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
N/A



61_6
NO: 5979
NO: 5980
NO: 5981
NO: 5982
NO: 5983





QSGDLTR
TQGYLRK
RSDNLAR
DSSGLTH
RNDDRKK






118733
ZmSIG
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL62_1
NO: 5984
NO: 5985
NO: 5986
NO: 5987
NO: 5988
NO: 5989




DRSDLSR
RRDYLRT
RSDTLSE
NNRDRTK
RSDTLSE
QSGDLTR



ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



PPL62_2
NO: 5990
NO: 5991
NO: 5992
NO: 5993






QSSDLSR
QSTHRNA
RSDDLSK
RSDALAR







118735
SIGPPL
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



62_5
NO: 5994
NO: 5995
NO: 5996
NO: 5997
NO: 5998
NO: 5999




RSANLAR
RSDDLTR
RSDALST
DRSTRTK
QSGNLAR
QSTPLFA



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



62_6
NO: 6000
NO: 6001
NO: 6002
NO: 6003
NO: 6004





QSGHLAR
ERIALVR 
RSDHLSE
RSAHLSR
RSDNLSV






118739
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL64_1
NO: 6005
NO: 6006
NO: 6007
NO: 6008
NO: 6009





RSDTLSE
QSHNRTK
DRSHLTR
DRSALAR
TSGSLTR




ZmSIG
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL64_2
NO: 6010
NO: 6011
NO: 6012
NO: 6013
NO: 6014
NO: 6015




LRHHLTR
QSYARTL
RSDNLST
RSDDLTR
RSAHLSR
RSDNLTR





118742
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
N/A



65_1
NO: 6016
NO: 6017
NO: 6018
NO: 6019
NO: 6020





RSDDLSK
DRSNRKT
DRSNLSR
QRTHLRD
QSGHLSR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



65_2
NO: 6021
NO: 6022
NO: 6023
NO: 6024
NO: 6025





QSSDLSR
QSGNRTT
DRSNLTR
QSGHLAR
QRTNLVE






118745
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL66_1
NO: 6026
NO: 6027
NO: 6028
NO: 6029
NO: 6030





QSGDLTR
RRDPLIN
QSGDLTR
RSDSLSR
DKSNRIK




ZmSIG
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
N/A



PPL66_2
NO: 6031
NO: 6032
NO: 6033
NO: 6034
NO: 6035





QSSDLSR
QSGDLTR
QSSDLSR
TSGNLTR
QTSDRNK






124081
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL67_3
NO: 6036
NO: 6037
NO: 6038
NO: 6039
NO: 6040





QSGSLTR
RNDDRKK
RSDSLSA
QNAHRKT
QNAHRKT




ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL67_4
NO: 6041
NO: 6042
NO: 6043
NO: 6044
NO: 6045





QSGDLTR
DKGNLTK
QSSDLSR
QSAHRKN
QSSDLSR






125361

SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 6046
NO: 6047
NO: 6048
NO: 6049
NO: 6050
NO: 6051




RSDALSR
QSGSLTR
QSGSLTR
QSGSLTR
TSGHLSR
DRSHLAR




SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A




NO: 6052
NO: 6053
NO: 6054
NO: 6055






QSGDLTR
RSDHLSR
RSDHLST
RSDHLSR







118753
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



69_5
NO: 6056
NO: 6057
NO: 6058
NO: 6059
NO: 6060





QSSDLSR
RSDYLRK
QSGDLTR
LRQTLNS
QSGHLSR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



69_6
NO: 6061
NO: 6062
NO: 6063
NO: 6064
NO: 6065





RSDTLSV
DNSTRIK
RSDNLST
DNSNRIN
TSSNLSR






124878

SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A




NO: 6066
NO: 6067
NO: 6068
NO: 6069
NO: 6070





RSDVLSA
QNATRIN
RSDVLSE
QSGNLAR
RSDNLSV





SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A




NO: 6071
NO: 6072 
NO: 6073
NO: 6074






QSADRTK
DRSNLTR
RSDNLSE
KRCNLRC







123829
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL71_5
NO: 6075
NO: 6076
NO: 6077
NO: 6078
NO: 6079
NO: 6080




DRSNLSR
DSSARNT
TSGNLTR
DRSNLTR
DRSNLSR
QRSNLDS



ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL71_6
NO: 6081
NO: 6082
NO: 6083
NO: 6084
NO: 6085





QSGNLAR
QKVNRAG
RSDNLSV
QRNHRTT
QNATRIT






118761
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL72_3
NO: 6086
NO: 6087
NO: 6088
NO: 6089
NO: 6090
NO: 6091




QSGALAR
LRHNLRA
DRSTRTK
HRSARKR
RSDHLSE
TSSDRTK



ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL72_4
NO: 6092
NO: 6093
NO: 6094
NO: 6095
NO: 6096





RSDSLSR
DKSNRIK
RSDDLTR
DRSHLTR
DRSNLTR






121904
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



74_1
NO: 6097
NO: 6098
NO: 6099
NO: 6100
NO: 6101





RSDNLST
RQWSLRI
TSGHLSR
QSSDLSR
RSDDLTR




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



74_2
NO: 6102
NO: 6103
NO: 6104
NO: 6105






RSANLAR
RLDNRTA
QSGHLAR
DSSNREA







1219052
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A
N/A



PPL75_1
NO: 6106
NO: 6107
NO: 6108
NO: 6109






RSDALSR
RSDNLTR
RSADLTR
RSDNLTR





ZmSIG
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A



PPL75_2
NO: 6110
NO: 6111
NO: 6112
NO: 6113
NO: 6114





RSDNLSV
RSDTRTE
TSGSLSR
QSGNLAR
RSADLTR






121917
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



76_2
NO: 6115
NO: 6116
NO: 6117
NO: 6118
NO: 6119
NO: 6120




TSGSLSR
RSDHLTT
RSDDLTR
QRSTLSS
ERGTLAR
QSGHLSR



SIGPPL
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID



76_1
NO: 6121
NO: 6122
NO: 6123
NO: 6124
NO: 6125
NO: 6126




RSDHLSQ
DNASRIR
RSDNLST
AQWTRAC
RSDHLSE
DKANRTR





121918
ZmSIG
SEQ ID 
SEQ ID
SEQ ID 
SEQ ID
N/A
N/A



PPL77_2
NO: 6127
NO: 6128
NO: 6129
NO: 6130






QSSDLSR
LRHNLRA
RSDTLST
DRSSRIK





ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL77_1
NO: 6131
NO: 6132
NO: 6133
NO: 6134
NO: 6135
NO: 6136




QSGALAR
RSDNLTR
RSDNLST
DRSNLTR
DRSDLSR
DSSTRRR





121909
SIGPPL
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID 
SEQ ID
N/A



78_1
NO: 6137
NO: 6138
NO: 6139
NO: 6140
NO: 6141 





DRSALAR
DRSALSR
DRSHLAR
RSDNLST
RSDARAN




SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
N/A



78_2
NO: 6142
NO: 6143
NO: 6144
NO: 6145
NO: 6146





RSDHLST
DSSNRIK
QSGALAR
RSDDLTR
QSGSLTR






121912
SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



79_1
NO: 6147
NO: 6148
NO: 6149
NO: 6150
NO: 6151
NO: 6152




DRSHLSR
DRSHLAR
QSSDLSR
QSGDLTR
RSDNLSE
HSNARKT



SIGPPL
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



79_2
NO: 6153
NO: 6154
NO: 6155
NO: 6156
NO: 6157
NO: 6158




RSDALSV
DSSHRTR
QSGDLTR
ASHNLRT
RSDHLST
TSANLSR





121981
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID



PPL80_3
NO: 6159
NO: 6160
NO: 6161
NO: 6162
NO: 6163
NO: 6164




DRSDLSR
DRSNLTR
RSDSLLR
RLDWLPM
RSADLTR
TSGNLTR



ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL80_4
NO: 6165
NO: 6166
NO: 6167
NO: 6168
NO: 6169





RSDNLSQ
DRSNRTK
DSSDRKK
RSDHLSE
QSASRKN






124091
ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL81_3
NO: 6170
NO: 6171
NO: 6172
NO: 6173
NO: 6174





RSDVLST
STAALSY
QSANRTT
QNAHRKT
QSSDLSR




ZmSIG
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A



PPL81_4
NO: 6175
NO: 6176
NO: 6177
NO: 6178
NO: 6179





QRNHRTT
DRSNLTR
TSGNLTR
QSNQLRQ
RSDALTQ






127268*

SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A




NO: 6620
NO: 6621
NO: 6622
NO: 6623
NO: 6624





DRSALAR
DYYGRHG
DRSHLAR
YRSSLKE
TSGNLTR





SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 6625
NO: 6626
NO: 6627
NO: 6628
NO: 6629
NO: 6630




HHHVLVQ
QNATRTK
DRSTRTK
RRDNLHS
QKATRTT
HRSSLRR





120993*

SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 6631
NO: 6632
NO: 6633
NO: 6634
NO: 6635
NO: 6636




QSSDLSR
QWSTRKR
RSDVLSE
QTVHRNS
RSDTLSE
FRGSLTW




SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A




NO: 6637
NO: 6638
NO: 6639
NO: 6640
NO: 6641





RSDNLST
RSTHRTQ
RSDNLSV
QKATRIN
DRSNLTR






228254*

SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 6642
NO: 6643
NO: 6644
NO: 6645
NO: 6646
NO: 6647




QSGNLAR
CRQNLAN
DRSNLSR
DGRNLRH
RSDHLST
RSDNLTR




SEQ ID 
SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID




NO: 6648
NO: 6649
NO: 6650
NO: 6651
NO: 6652
NO: 6653




DRSNRTT
QNATRIN
QSGNLAR
HKLSLSI
DRSDLSR 
YRSNLVR





200497*

SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A




NO: 6654
NO: 6655
NO: 6656
NO: 6657
NO: 6658





DRSALSR
QSGSLTR
RSDNLTR
RQDCLSL
RNDNRKT





SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A




NO: 6659
NO: 6660
NO: 6661
NO: 6662
NO: 6663





QSGNLAR
DQSGLAH
QSANRTK
DRSDLSR
RSHHLKA






66202*

SEQ ID
SEQ ID
SEQ ID
SEQ ID
SEQ ID
N/A




NO: 6664
NO: 6665
NO: 6666
NO: 6667
NO: 6668





QSGNLAR
QSGSLTR
DRSALSR
QSGSLTR
QSGNLAR





SEQ ID
SEQ ID
SEQ ID 
SEQ ID
SEQ ID
N/A




NO: 6669
NO: 670
NO: 6671
NO: 6672
NO: 6673





QSGNLAR
WRISLAA
RSDNLSE
RSQHRKT
QSSDLSR






5607*

SEQ ID
SEQ ID 
SEQ ID
SEQ ID
SEQ ID
SEQ ID




NO: 6674
NO: 6675
NO: 6676
NO: 6677
NO: 6678
NO: 6679




RSANLAR
RSDHLTT
RSDNLSE
DRSHLAR
QSAHRKN
LKHHLTD




SEQ ID
SEQ ID
SEQ ID 
SEQ ID 
SEQ ID
SEQ ID




NO: 6680
NO: 6681
NO: 6682
NO: 6683
NO: 6684
NO: 6685




TSGNLTR
DRSNLTR
RSDNLSQ
RKADRTK
TSGNLTR 
DSSNLAT
















TABLE 8







Zinc finger target site of Zea mays selected genomic loci













pDAB

SEQ ID


Locus ID
Name
Number
ZFP Number and Binding Site (5′→3′)
NO:





optimal loci_204637
OGL1
111879
111879ZFN5: ctACTCCGTATGCGAAGGCAcg
5398





111879ZFN7 :taTTCGCGGTGGGACACTTGat
5399





optimal_loci_204726
OGL2
111885
111885ZFN1: ccGGAGCCGGGGCCTCCCAGgc
5400





111885ZFN2: atCGCGACGCGACGcGACGAGac
5401





optimal_loci_156393
OGL12
117404
SIG115737_31v1: TGCATGCGCAGTA
5402





SIG115737_32v1: ACACCGGCGCACGGCACG
5403





optimal_loci_198387
OGL15
117408
SIG120523_11v1: AGAGGTGTAACC
5404





SIG120523_12v1: TCGGGCACAAGAAACGAG
5405





optimal_loci_31710
OGL08
117400
SIG115246_5: TACGCTGACAATGCA
5406





SIG115246_6: CCAGCTGATGGAGAGGAC
5407





optimal loci_64542
OGL11
117402
SIG115636_1v1: AGAGCAGGCGAG
5408





SIG115636 2v1: AGCAAAGTGAGTAGTT
5409





optimal_loci_197372
OGL14
117406
SIG120417_11v1: TGGATGGAAGGAATC
5410





SIG120417_12v1: GAAGCTACATCCCAG
5411





optimal loci_232228
OGL16
117411
SIG120621_15v1: TACGCGCAACGGAACGCA
5412





SIG120621_16v1: CACCGGTGTCGTGTAACAG
5413





optimal loci_285621
OGL17
117413
SIG12078_11v1: CCCGGACGACGCCGAG
5414





SIG12078_12v1: GACATGGCACGCGCATCGAG
5415





optimal_loci_157315
OGL13
117429
SIG157315_1v1: GCATGTGTGGTTTTG
5416





SIG157315_2v1: GGTCAAGGTAGTGAC
5417





optimal_loci_43577
OGL04
124802
ZFN_binding_l: AGCTTCAATAGTA
6180





ZFN_binding_2: GTCTTCCGGTTGGCT
6181





optimal_loci_301774
OGL05
121900
ZFN_binding_3: GTCGATGCACCG
6182





ZFN_binding_4: CTAAGGATGGACGCAGTG
6183





optimal_loci_232222
OGL06
124810
ZFN_binding_5: CATGAGAGGGAT
6184





ZFN_binding_6: ATGTCGTAGAAAAGAA
6185





optimal_loci_203704
OGL07
121902
ZFN_binding_7: CATGTTCGCTGCGGCTGGA
6186





ZFN_binding_8: AGTCCGCTCGGG
6187





optimal_loci_59517
OGL09
118643
ZFN_binding_9: GACGATCTAGCGAGAAGG
6188





ZFN_binding_10: ATCGAAGAACGCAGCGGAT
6189





optimal_loci_25001
OGL10
118648
ZFN_binding_12: CACGCGCCGGGTGTCTAG
6190





ZFN_binding_13: GACGAGCACCGCCCCACCG
6191





optimal_loci_112632
OGL18
123802
ZFN_binding_14: CGGGTACTGGGAAAGGAG
6192





ZFN_binding_15: GAGCGTCCTGATTGACATG
6193





optimal_loci_28905
OGL19
123805
ZFN_binding_16: ACGGTGCATCAAGCTTAAG
6194





ZFN_binding_17: CAAGGGACCTAGTGAGCT
6195





optimal_loci_129164
OGL20
121992
ZFN_binding_18: GGTGACTAAGCT
6196





ZFN_binding_19: AGATAAGCTGCAGAC
6197





optimal_loci_2425
OGL21
118650
ZFN_binding_20: GAGCAGGCAGGCAGGC
6198





ZFN_binding_21: GTCGTCGTCGTGCGTGGCC
6199





optimal_loci_122036
OGL22
118654
ZFN_binding_22: GTGGCAACGGGGGCT
6200





ZFN_binding_23: GGTTCAGCGGGCTAG
6201





optimal_loci_5735
OGL23
118656
ZFN_binding_24: GCGGTCTTGCCGGGCGAA
6202





ZFN_binding_25: CTAGAGGCGCCCATG
6203





optimal_loci_178978
OGL24
118659
ZFN_binding_26: ACGGACAGCCGAGAAAGCA
6204





ZFN_binding_27: CGAGATCGAGGCCAGATCG
6205





optimal_loci_288388
OGL25
118660
ZFN_binding_28: TTGCCATGGGTTATTGAG
6206





ZFN_binding_29: GGAGCATGGCCAGGTAGTG
6207





optimal_loci_60310
OGL26
118767
ZFN_binding_30: CCAGTTCCGACGAGTGGCG
6208





ZFN_binding_31: GGCCTGGGCGAACGCCGCCG
6209





optimal_loci_243330
OGL27
118769
ZFN_binding_32: AGTGCAAGGGAAGAC
6210





ZFN_binding_33: AGGAGGGATGGAGCAGCG
6211





optimal_loci_127038
OGL28
118663
ZFN_binding_34: GGAGATAGGAGTAGCT
6212





ZFN_binding_35: GTTGCGCCCTACGAA
6213





optimal_loci_262784
OGL29
118668
ZFN_binding_36: TCGGTTGACCGATGGC
6214





ZFN_binding_37: AACGAGCCATATGCAAGTT
6215





optimal_loci_344662
OGL30
118669
ZFN_binding_38: GGATGGCTCCGAATGATATG
6216





ZFN_binding_39: GAGGGCGTCTTGAGG
6217





optimal_loci_153894
OGL31
118670
ZFN_binding_40: GTGTTGCTGTACGAC
6218





ZFN_binding_41: GCAGCGAACGGCTGTA
6219





optimal_loci_28771
OGL32
118673
ZFN_binding_42: GGGTAGGGGTGACGTA
6220





ZFN_binding_43: GATCACGACATATCCA
6221





optimal_loci_1098
OGL33
118674
ZFN_binding_44: TGGGTGGGTTTGCGTG
6222





ZFN_binding_45: CCCATGCAGGTAAAGGTA
6223





optimal_loci_97772
OGL34
118676
ZFN_binding_46: GGACTGGGTGCCTGTGTG
6224





ZFN_binding_47: CGTGGGTACGAA
6225





optimal_loci_236662
OGL35
118677
ZFN_binding_48: CGTGCTGTGGTCTGGCGTA
6226





ZFN_binding_49: TGGGGCTATGGCCATGGGG
6227





optimal_loci_139485
OGL36
118680
ZFN_binding_50: GCGGTACGATAGTGTT
6228





ZFN_binding_51: ACTCGGGGAGTCGGGGTC
6229





optimal_loci_301175
OGL37
118683
ZFN_binding_52: GACGGATCGGAG
6230





ZFN_binding_53: GGCGGATGCATCCGTT
6231





optimal_loci_152337
OGL38
118685
ZFN_binding_54: ATAGCGGACCGATCGG
6232





ZFN_binding_55: ATCCCGGCCGGTCGATTCG
6233





optimal_loci_202616
OGL39
123833
ZFN_binding_56: cgtgcttgcggcaccgcag
6234





ZFN_binding_57: gccgctgcacccgttcat
6235





optimal_loci_282323
OGL40
118771
ZFN_binding_58: GAGGACAGGCGAGCT
6236





ZFN_binding_59: GAAGACGTAGGCGCA
6237





optimal_loci_262782
OGL41
121943
ZFN_binding_60: CACAAGATGGTGATGGTC
6238





ZFN_binding_61: CATGTATGTATGTAGTAG
6239





optimal_loci_236455
OGL42
121946
ZFN_binding_62: TCGGCCATGGGA
6240





ZFN_binding_63: GCGGCCAAAAAGCATGTA
6241





optimal_loci_162531
OGL43
121949
ZFN_binding_64: GGTGCCAAAGCCATGCAG
6242





ZFN_binding_65: GGCTGGCGGGCGGCC
6243





optimal_loci_344663
OGL44
121952
ZFN_binding_66: GGAGACTCGATAAGAA
6244





ZFN_binding_67: GCCATGTGGGGTAGTT
6245





optimal_loci_337001
OGL45
121959
ZFN_binding_68: CATGGCATGGCATCG
6246





ZFN_binding_69: CACATGCGCGGCGCATGTC
6247





optimal_loci_238100
OGL46
121963
ZFN_binding_70: TAGTAGGCTAGTAGCT
6248





ZFN_binding_71: ACGCCGCGGCGGCTTGCGCT
6249





optimal_loci_264359
OGL48
121971
ZFN_binding_72: ATCTAGGTGCAACTAG
6250


optimal_loci_282653
OGL49
121972
ZFN_binding_73: GTGAAACGGATGTGT
6251





ZFN_binding_74: TCAGAATATCATGATGGCC
6252





optimal_loci_80282
OGL50
124097
ZFN_binding_75: TGCGAGCGCTGCATGG
6253





ZFN_binding_76: GCTGGAGGGGCCAATGAT
6254





optimal_loci_291068
OGL51
123818
ZFN_binding_77: TATCCGATCCCG
6255





ZFN_binding_78: TGTGTGGATGACGAAACG
6256





optimal_loci_56395
OGL52
118705
ZFN_binding_79: GGAGTAAGAAATGAC
6257





ZFN_binding_80: TCCGCGTTGCTGTCTGAA
6258





optimal_loci_114664
OGL54
118711
ZFN_binding_81: TATCAGCTCGAG
6259





ZFN_binding_82: TAGACCTGTTTTGATGGTT
6260





optimal_loci_53137
OGL57
118718
ZFN_binding_83: GAAGACGGCGGCGAGAGCT
6261





ZFN_binding_84: AGGGAAGAGAGGAGGA
6262





optimal_loci_344664
OGL58
118722
ZFN_binding_85: GCACAGATCAGGGCT
6263





ZFN_binding_86: AAGGATTTGCACAGACAG
6264





optimal_loci_81941
OGL59
118726
ZFN_binding_87: GCGGCAGCCATAGGA
6265





ZFN_binding_88: GTGCATGCGTATCCA
6266





optimal_loci_321514
OGL60
118728
ZFN_binding_89: GAGGGTCTTGGGGTGATATC
6267





ZFN_binding_90: AGGAAAGCCCAAGGA
6268





optimal_loci_301180
OGL61
118732
ZFN_binding_91: GTACAAGAGTAGTAG
6269





ZFN_binding_92: TCGATCGAGGGCGCA
6270





optimal_loci_348776
OGL62
118733
ZFN_binding_93: CCACCGTCTCCGTAGGCC
6271





ZFN_binding_94: GTGTCGAGAGCT
6272





optimal_loci_244439
OGL63
118735
ZFN_binding_95: ATAGAAAACCATGGCGGAG
6273





ZFN_binding_96: AAGGGGCGGCAACGGA
6274





optimal_loci_348258
OGL64
118739
ZFN_binding_97: GTTGTCGGATAACCG
6275





ZFN_binding_98: GAGGGGGAGTAGCTAGGT
6276





optimal_loci_322501
OGL65
118742
ZFN_binding_99: GGACGAGACCAAATCG
6277





ZFN_binding_100: CAAGGAGACAAAGCT
6278





optimal_loci_244324
OGL66
118745
ZFN_binding_101: TACGTGGCAATTGGCA
6279





ZFN_binding_102: TCAGATGCTGCAGCT
6280





optimal_loci_97232
OGL67
124081
ZFN_binding_103: AGAAGATCGATCGGTA
6281





ZFN_binding_104: GCTTGAGCTCACGCA
6282





optimal_loci_282499
OGL68
125361
ZFN_binding_105: CACTACTACTACTACCGCC
6283





ZFN_binding_106: GGGTGGGGGGCA
6284





optimal_loci_155031
OGL69
118753
ZFN_binding_107: GGACCTACAATAGGCA
6285





ZFN_binding_108: GATCACAAGACCAAG
6286





optimal_loci_301773
OGL70
124878
ZFN_binding_109: CATTGTCAGTTCCTT
6287





ZFN_binding_110: CAGCAGGACTCT
6288





optimal_loci_283161
OGL71
123829
ZFN_binding_111: AAGACAGACGATGTC
6289





ZFN_binding_112: ACAAAAAAGCAAGAA
6290





optimal_loci_55524
OGL72
118761
ZFN_binding_113: TCACGGTGTTACCCATGTA
6291





ZFN_binding_114: GACGGATGCGTACGTG
6292





optimal_loci_127268
OGL73
124086
ZFN_binding_131: GTTGTTATTCAAACA
6293





ZFN_binding_132: CACAAGTAATGTGGA
6294





optimal_loci_137693
OGL74
121904
ZFN_binding_115: GCGGCTGGTTTGCAG
6295





ZFN_binding_116: CACGGACAGGAG
6296





optimal_loci_265551
OGL75
121905
ZFN_binding_117: GAGGCGGAGGTG
6297





ZFN_binding_118: AGGGCGGAAGTTACGGAG
6298





optimal_loci_128078
OGL76
121917
ZFN_binding_119: GGAGCCCCCAGCGTGGGTT
6299





ZFN_binding_120: GACCGGTCAGTAGGTCAAG
6300





optimal_loci_168286
OGL77
121918
ZFN_binding_121: TTCACGTCATGCT
6301





ZFN_binding_122: GCCGACGACTAGGAGGTA
6302





optimal_loci_3733
OGL78
121909
ZFN_binding_123: CTGTAGGGCGTCGTC
6303





ZFN_binding_124: GTAGCGGTACTACTGG
6304





optimal_loci_203075
OGL79
121912
ZFN_binding_125: ATCCAGGCAGCTGGCGGC
6305





ZFN_binding_126: GATTGGAATGCAGGCCCG
6306





optimal_loci_232484
OGL80
121981
ZFN_binding_127: GATGCGTCTGGTGTGACGAC
6307





ZFN_binding_128: ACACAGTCCTACTAG
6308





optimal_loci_136086
OGL81
124091
ZFN_binding_129: GCTCGAAAACTTATG
6309





ZFN_binding_130: ATGAAAGATGACCGA
6310





optimal_loci_228254
OGL55
n/a
TTCATGGTTGTTACCACTCatnnnatG
6686





ATCCCTTTGAAGTAAAC






optimal_loci_66202
OGL47
n/a
TTCTACGATTACTTCtannctGCTAGT
6687





CAGATTGAA






optimal_loci_120993
OGL56
n/a
TGATGCAAGGTGGCGTAAAggnngg
6688





GACATAAAGAGGCAG






optimal_loci_200497
OGL53
n/a
GATTACCTCCACCTTttnnctAGGCCC
6689





TAATATCGAA






optimal_loci_5607
OGL03
n/a
ATCCCTCTATCCTTCACGaanngaAA
6690





CGATCTCGAAGGACGAT









The Zea mays representative genomic loci zinc finger designs were incorporated into zinc finger expression vectors encoding a protein having at least one finger with a CCHC structure. See, U.S. Patent Publication No. 2008/0182332. In particular, the last finger in each protein had a CCHC backbone for the recognition helix. The non-canonical zinc finger-encoding sequences were fused to the nuclease domain of the type IIS restriction enzyme FokI (amino acids 384-579 of the sequence of Wah et al., (1998) Proc. Natl. Acad. Sci. USA 95:10564-10569) via a four amino acid ZC linker and an opaque-2 nuclear localization signal derived from Zea mays to form zinc-finger nucleases (ZFNs). See, U.S. Pat. No. 7,888,121. Zinc fingers for the various functional domains were selected for in vivo use. Of the numerous ZFNs that were designed, produced and tested to bind to the putative genomic target site, the ZFNs described in Table 8 above were identified as having in vivo activity and were characterized as being capable of efficiently binding and cleaving the unique Zea mays genomic polynucleotide target sites in planta.


ZFN Construct Assembly

Plasmid vectors containing ZFN gene expression constructs, which were identified as previously described, were designed and completed using skills and techniques commonly known in the art (see, for example, Ausubel or Maniatis). Each ZFN-encoding sequence was fused to a sequence encoding an opaque-2 nuclear localization signal (Maddaloni et al., (1989) Nuc. Acids Res. 17:7532), that was positioned upstream of the zinc finger nuclease. The non-canonical zinc finger-encoding sequences were fused to the nuclease domain of the type IIS restriction enzyme FokI (amino acids 384-579 of the sequence of Wah et al. (1998) Proc. Natl. Acad. Sci. USA 95:10564-10569). Expression of the fusion proteins was driven by the strong constitutive promoter from the Zea mays Ubiquitin gene, (which includes the 5′ untranslated region (UTR) (Toki et al., (1992) Plant Physiology 100;1503-07). The expression cassette also included the 3′ UTR (comprising the transcriptional terminator and polyadenylation site) from the Zea mays peroxidase 5 gene (Per5) gene (US Patent Publication No. 2004/0158887). The self-hydrolyzing 2A encoding the nucleotide sequence from Thosea asigna virus (Szymczak et al., (2004) Nat Biotechnol. 22:760-760) was added between the two Zinc Finger Nuclease fusion proteins that were cloned into the construct.


The plasmid vectors were assembled using the IN-FUSION™ Advantage Technology (Clontech, Mountain View, Calif.). Restriction endonucleases were obtained from New England BioLabs (Ipswich, Mass.) and T4 DNA Ligase (Invitrogen, Carlsbad, Calif.) was used for DNA ligation. Plasmid preparations were performed using NUCLEOSPIN® Plasmid Kit (Macherey-Nagel Inc., Bethlehem, Pa.) or the Plasmid Midi Kit (Qiagen) following the instructions of the suppliers. DNA fragments were isolated using QIAQUICK GEL EXTRACTION KIT™ (Qiagen) after agarose tris-acetate gel electrophoresis. Colonies of all ligation reactions were initially screened by restriction digestion of miniprep DNA. Plasmid DNA of selected clones was sequenced by a commercial sequencing vendor (Eurofins MWG Operon, Huntsville, Ala.). Sequence data were assembled and analyzed using the SEQUENCHER™ software (Gene Codes Corp., Ann Arbor, Mich.).


Plasmids were constructed and confirmed via restriction enzyme digestion and via DNA sequencing.


Zinc Finger Cloning Via Automated Workflow

A subset of Zinc Finger Nuclease vectors were cloned via an automated DNA construction pipeline. Overall, the automated pipeline resulted in vector constructions with identical ZFN architecture as described previously. Each Zinc Finger monomer, which confers the DNA binding specificity of the ZFN, were divided into 2-3 unique sequences at a KPF amino acid motif. Both the 5′ and 3′ ends of the ZFN fragments were modified with inclusion of a BsaI recognition site (GGTCTCN) and derived overhangs. Overhangs were distributed such that a 6-8 part assembly would only result in the desired full length expression clone. Modified DNA fragments were synthesized de novo (Synthetic Genomics Incorporated, La Jolla, Calif.). A single maize backbone, pDAB118791 was used in all of the maize ZFN builds. It contained the ZmUbi1 promoter and the Opaque2 NLS as well as the FokI domain and the ZmPer5 3′UTR. Cloned in between the Opaque 2 NLS and the FokI domain was a BsaI flanked SacB gene from Bacillus subtilis. When putative ligation events were plated on Sucrose containing media, the SacB cassette acts as a negative selection agent reducing or eliminating vector backbone contamination. A second part repeatedly utilized in all builds was pDAB117462. This vector contains the first monomer FokI domain, the t2A stutter sequence, and the 2nd monomer Opaque2 NLS all flanked by BsaI sites.


Using these materials as the ZFN DNA parts library, a Freedom Evo 150 (TECAN, Mannedorf, Switzerland) manipulated the addition of 75-100 ng of each DNA plasmid or synthesized fragment from 2D bar coded tubes into a PCR plate (ThermoFisher, Waltham, Mass.). BsaI (NEB, Ipswich, Mass.) and T4 DNA ligase (NEB, Ipswich, Mass.) supplemented with Bovine Serum Albumin protein (NEB, Ipswich, Mass.) and T4 DNA Ligase Buffer (NEB, Ipswich, Mass.) were added to the reaction. Reactions were cycled (25×) with incubations for 3 minutes at 37° C. and 4 minutes at 16° C. C1000 Touch Thermo Cycler (BioRad, Hercules Calif.). Ligated material was transformed and screened in Top10 cells (Life Technologies Carlsbad, Calif.) by hand or using a Qpix460 colony picker and LabChip GX (Perkin Elmer, Waltham, Mass.). Correctly digesting colonies were sequence confirmed provided to plant transformation.


Universal Donor Construct Assembly

To support rapid testing of a large number of target loci, a novel, flexible universal donor system sequence was designed and constructed. The universal donor polynucleotide sequence was compatible with high throughput vector construction methodologies and analysis. The universal donor system was composed of at least three modular domains: a variable ZFN binding domain, a non-variable analytical and user defined features domain, and a simple plasmid backbone for vector scale up. The non-variable universal donor polynucleotide sequence was common to all donors and permits design of a finite set of assays that can be used across all of the Zea mays target sites thus providing uniformity in targeting assessment and reducing analytical cycle times. The modular nature of these domains allowed for high throughput donor assembly. Additionally, the universal donor polynucleotide sequence has other unique features aimed at simplifying downstream analysis and enhancing the interpretation of results. It contains asymmetric restriction site sequence that allows the digestion of PCR products into diagnostically predicted sizes. Sequences comprising secondary structures that were expected to be problematic in PCR amplification were removed. The universal donor polynucleotide sequence is small in size (less than 3.0 Kb). Finally, the universal donor polynucleotide sequence was built upon the high copy pUC19 backbone that allows a large amount of test DNA to be bulked in a timely fashion.


As an embodiment, an example plasmid comprising a universal donor polynucleotide sequence is provided as SEQ ID NO:5418 and FIG. 7. In an additional embodiment, a universal donor polynucleotide sequence is provided as: pDAB11846, SEQ ID NO:5419, FIG. 15; pDAB117415, SEQ ID NO:5420, FIG. 16; pDAB117416, SEQ ID NO:5421, FIG. 17; pDAB117417, SEQ ID NO:5422, FIG. 18; pDAB117419, SEQ ID NO:5423, FIG. 19; pDAB117434 SEQ ID NO:5424, FIG. 20; pDAB117418, SEQ ID NO:5425, FIG. 21; pDAB117420, SEQ ID NO:5426, FIG. 22; and, pDAB117421, SEQ ID NO:5427, FIG. 23. In another embodiment, additional sequences comprising the universal donor polynucleotide sequence with functionally expressing coding sequence or nonfunctional (promoterless) expressing coding sequences can be constructed.


In another embodiment, the universal donor polynucleotide sequence is a small 2-3 Kb modular donor system delivered as a plasmid. This is a minimal donor, comprising any number of ZFN binding sites, a short 100-150 bp template region referred to as “DNA X” or “UZI Sequence” (SEQ ID NO:5428) that carries restriction sites and DNA sequences for primer design or coding sequences, and a simple plasmid backbone (FIG. 8). The entire plasmid was inserted through NHEJ following DNA double strand breaks at the appropriate ZFN binding site; the ZFN binding sites can be incorporated tandemly. This embodiment of a universal donor polynucleotide sequence was most suitable for rapid screening of target sites and ZFNs, and sequences that were difficult to amplify are minimized in the donor.


In a further embodiment the universal donor polynucleotide sequence was made up of at least 4 modules and carries ZFN binding sites, homology arms, DNA X with either just the approximately 100 bp analytical piece or coding sequences. This embodiment of the universal donor polynucleotide sequence was suitable for interrogating HDR mediated gene insertion at a variety of target sites, with several ZFNs (FIG. 9).


The universal donor polynucleotide sequence can be used with all targeting molecules with defined DNA binding domains, with two modes of targeted donor insertion (NHEJ/HDR). As such, when the universal donor polynucleotide sequence was co-delivered with the appropriate ZFN expression construct, the donor vector and the maize genome was cut in one specific location dictated by the binding of the particular ZFN. Once linearized, the donor can be incorporated into the genome by NHEJ or HDR. The different analytical considerations in the vector design can then be exploited to determine the Zinc Finger which maximizes the efficient delivery of targeted integration. (FIG. 10).


Example 4

Zea mays Transformation Procedures

Before delivery to Zea mays c.v. Hi-II protoplasts, plasmid DNA for each ZFN construct was prepared from cultures of E. coli using the PURE YIELD PLASMID MAXIPREP SYSTEM® (Promega Corporation, Madison, Wis.) or PLASMID MAXI KIT® (Qiagen, Valencia, Calif.) following the instructions of the suppliers.


Protoplast Isolation


Zea mays c.v. Hi-II suspension cells were maintained at a 3.5 day maintenance schedule, 4 mL packed cell volume (PCV) of cells were collected and transferred to 50 mL sterile conical tubes (Fisher Scientific) containing 20 mL of enzyme solution (0.6% PECTOLYASE™, 6% CELLULASE™ (“Onozuka” R10; Yakult Pharmaceuticals, Japan), 4 mM MES (pH 5.7), 0.6 M mannitol, 15 mM MgCl2). The cultures were capped and wrapped in PARAFILM™ and placed on a platform rocker (Thermo Scientific, Vari Mix platform Rocker) at speed setting 10 for incubation for 16-18 hours at room temperature until protoplasts were released. Following incubation, a drop of cells was checked under microscope to check the quality of digestion and digested cells were filtered through 100 μm cell strainer, rinsed with 10 mL W5 media [2 mM MES (pH5.7), 205 mM NaCl, 167 mM CaCl2, 6.7 mM KCl], followed by filtering through 70 μm and 40 μm cell strainers. The 100 μm and 40 μm strainer was rinsed with 10 mL W5 media. The filtered protoplasts along with rinsed media were collected in 50 mL centrifuge tube and final volume was approximately 40 mL. 8 mL of “Heavy Gradient solution” [500 mM sucrose, 1 mM CaCl2, 5 mM MES (pH6.0)] was then slowly added to the bottom of the protoplast/enzyme solution, centrifuged in a centrifuge with a swing arm bucket rotor for 15 minutes at 300-350×g. Following centrifugation, about 7-8 mL of protoplast band was removed, washed with 25 mL of W5, and centrifuged for 15 minutes at 180-200×g. The protoplasts were then resuspended in 10 mLs of MMG solution [4 mM MES (pH 5.7), 0.6 M mannitol, 15 mM MgCl2]. Protoplasts were counted using a haemocytometer or flow cytometer and diluted to 1.67 million per mL using MMG.


Transformation of Zea mays c.v. HI-II Suspension Culture Derived Protoplasts Using PEG


Approximately 0.5 million protoplasts (300 μl in MMG solution) were transferred to 2 mL tubes, and mixed with 40 μl of DNA and incubated at room temperature for 5-10 minutes. Next, 300 μl of freshly prepared PEG solution [36% PEG 4000, 0.3 M mannitol, 0.4M CaCl2] was added, and the mixture was incubate at room temperature 15-20 minutes with periodic mixing by inversion. After incubation, 1 ml of W5 wash was added slowly and mixed gently and protoplasts were pelleted by centrifugation at 180-200×g for 15 minutes. The pellet was resuspended in 1 mL of WI media [4 mM MES (pH 5.7), 0.6 M mannitol, 20 mM KCl] and protoplast containing tube wrapped with aluminum foil and incubated in room temperature overnight for about 16 hours.


Transformation of ZFN and Donor

For each of the selected genomic loci of Table 5, the Zea mays protoplasts were transfected with a yfp gene expressing control, ZFN alone, donor alone and a mixture of ZFN and donor at 1:10 ratio (by weight). The total amount of DNA for transfection of 0.5 million protoplasts was 80 μg. All treatments were conducted in replicates of either 3 or 6. The yfp gene expressing control used was pDAB8393 (FIG. 11) containing the Zea mays Ubiquitin 1 promoter-yellow fluorescent protein coding sequence-Zea mays Per5 3′UTR and the Rice Actin1 promoter-pat coding sequence-Zea mays lipase 3′UTR gene expression cassettes. To provide a consistent amount of total DNA per transfection, either salmon sperm or a plasmid containing the yfp gene was used as filler where necessary. In a typical targeting experiment, 4 μg of ZFN alone or with 36 μg of donor were transfected and appropriate amount of salmon sperm or pUC19 plasmid DNA was added to bring the overall amount of DNA to 80 μg. Inclusion of yfp gene expressing plasmid as filler allows assessment of transfection quality across multiple loci and replicate treatments.


Example 5
Cleavage of Genomic Loci in Zea mays Via Zinc Finger Nuclease

ZFN transfected Zea mays c.v. Hi-II protoplasts were harvested 24 hours post-transfection, by centrifugation at 1600 rpm in 2 ml EPPENDORF™ tubes and the supernatant was completely removed. Genomic DNA was extracted from protoplast pellets using the QIAGEN PLANT DNA EXTRACTION KIT™ (Qiagen, Valencia, Calif.). The isolated DNA was resuspended in 50 μL of water and concentration was determined by NANODROP® (Invitrogen, Grand Island, N.Y.). The integrity of the DNA was estimated by running samples on 0.8% agarose gel electrophoresis. All samples were normalized (20-25 ng/μL) for PCR amplification to generate amplicons for sequencing (Illumina, Inc., SanDiego, Calif.). Bar-coded PCR primers for amplifying regions encompassing each test ZFN recognition sequence from treated and control samples were designed and purchased from IDT (Coralville, Iowa, HPLC purified). Optimum amplification conditions were identified by gradient PCR using 0.2 μM appropriate bar-coded primers, ACCUPRIME PFX SUPERIVIIX™ (Invitrogen, Carlsbad, Calif.) and 100 ng of template genomic DNA in a 23.5 μL reaction. Cycling parameters were initial denaturation at 95° C. (5 min) followed by 35 cycles of denaturation (95° C., 15 sec), annealing (55-72° C., 30 sec), extension (68° C., 1 min) and a final extension (68° C., 7 min). Amplification products were analyzed on 3.5% TAE agarose gels and appropriate annealing temperature for each primer combination was determined and used to amplify amplicons from control and ZFN treated samples as described above. All amplicons were purified on 3.5% agarose gels, eluted in water and concentrations were determined by NANODROP™. For Next Generation Sequencing, approximately 100 ng of PCR amplicon from the ZFN treated and corresponding maize protoplast controls were pooled together and sequenced using Ilumina Next Generation Sequencing (NGS).


The cleavage activity of appropriate ZFNs at each Zea mays selected genomic loci were assayed. Short amplicons encompassing the ZFN cleavage sites were amplified from the genomic DNA and subjected to Illumina NGS from ZFN treated and control protoplasts. The ZFN induced cleavage or DNA double strand break was resolved by the cellular NHEJ repair pathway by insertion or deletion of nucleotides (indels) at the cleavage site and presence of indels at the cleavage site is thus a measure of ZFN activity and is determined by NGS. Cleavage activity of the target specific ZFNs was estimated as the number of sequences with indels per 1 million high quality sequences using NGS analysis software (Patent publication 2012-0173,153, data Analysis of DNA sequences) (FIG. 12). Activities in the range of 5-100 fold over controls were observed for Zea mays selected genomic loci targets and were further confirmed by sequence alignments that showed a diverse footprint of indels at each ZFN cleavage site. This data suggests that the Zea mays selected genomic loci were amenable to cleavage by ZFNs. Differential activity at each target was reflective of its chromatin state and amenability to cleavage as well as the efficiency of expression of each ZFN.


Example 6
Rapid Targeting Analysis of the Integration of a Polynucleotide Donor

Validation of the targeting of the universal donor polynucleotide sequence within the Zea mays selected genomic loci targets via non-homologous end joining (NHEJ) meditated donor insertion, was performed using a semi-throughput protoplast based Rapid Testing Analysis method. For each Zea mays selected genomic loci target, 3-6 ZFN designs were tested and targeting was assessed by measuring ZFN mediated cleavage by Next Generation Sequencing methods (FIG. 12) and donor insertion by junctional in-out PCR (FIG. 13). Zea mays selected genomic loci that were positive in both assays were identified as a targetable locus.


ZFN Donor Insertion Rapid Testing Analysis

To determine if a Zea mays selected genomic loci target can be targeted for donor insertion, a ZFN construct and universal donor polynucleotide construct were co-delivered to maize protoplasts which were incubated for 24 hours before the genomic DNA was extracted for analysis. If the expressed ZFN was able to cut the target binding site both at the Zea mays selected genomic loci target and in the donor, the linearized donor would then be inserted into the cleaved target site in the maize genome via the non-homologous end joining (NHEJ) pathway. Confirmation of targeted integration at the Zea mays selected genomic loci target was completed based on an “In-Out” PCR strategy, where an “In” primer recognizes sequence at the native optimal genomic loci and an “Out” primer binds to sequence within the donor DNA. The primers were designed in a way that only when the donor DNA was inserted at the Zea mays selected genomic loci target, would the PCR assay produce an amplification product with the expected size. The In-Out PCR assay was performed at both the 5′- and 3′-ends of the insertion junction. The primers used for the analysis of integrated polynucleotide donor sequences are provided in Table 9.


ZFN Donor insertion at Target Loci using nested “In-Out” PCR


All PCR amplifications were conducted using a TAKARA EX TAQ HS™ kit (Clonetech, Mountain View, Calif.). The first In-Out PCR was carried out in 20 μL final reaction volume that contains 1X TAKARA EX TAQ HS™ buffer, 0.2 mM dNTPs, 0.2 μM “Out” primer (Table 9), 0.05 μM “In” primer (designed from the universal donor cassette described above), 0.75 unit of TAKARA EX TAQ HS™ polymerase, and 10 ng extracted maize protoplast DNA. The reaction was then carried out using a PCR program that consisted of 94° C. for 2 min, 20 cycles of 98° C. for 12 sec and 68° C. for 2 min, followed by 72° C. for 10 min and held at 4° C. Final PCR products were run on an agarose gel along with 1 KB PLUS DNA LADDER™ (Life Technologies, Grand Island, N.Y.) for visualization.


The nested In-Out PCR was conducted in 20 μL final reaction volume that contained 1X TAKARA EX TAQ HS™ buffer, 0.2 mM dNTPs, 0.2 μM “Out” primer (Table 9), 0.1 μM “In” primer (designed from the universal donor cassette described above, Table 10), 0.75 unit of TAKARA EX TAQ HS™ polymerase, and 1 μL of the first PCR product. The reaction was then carried out using a PCR program that consisted of 94° C. for 2 min, 31 cycles of 98° C. for 12 sec, 66° C. for 30 sec and 68° C. for 45 sec, followed by 72° C. for 10 min and held at 4° C. Final PCR products were run on an agarose gel along with 1 KB PLUS DNA LADDER™ (Life Technologies, Grand Island, N.Y.) for visualization.









TABLE 9





List of all “Out” primers for nested In-Out


PCR analysis of optimal genomic loci.



















OGL1
First PCR
5′-end
APL02-5PriF1
SEQ ID NO: 5430 CGCCACAAATCTGAACCAGCA





Spec-PriR1
SEQ ID NO: 5431 CCACGATCGACATTGATCTGGCTA




3′-end
APL02-3PriR1
SEQ ID NO: 5432 GCGACATATCAGGCCAACAGG





Uzi-PriF1
SEQ ID NO: 5433 GGGATATGTGTCCTACCGTATCAGG



NestPCR
5′-end
APL02-5nstPriF1
SEQ ID NO: 5434 CCAGCATACAGTTAGGGCCCA





Spec-nstPriR1
SEQ ID NO: 5435 GTTGCCTTGGTAGGTCCAGC




3′-end
APL02-3nstPriR1
SEQ ID NO: 5436 CGAAAACTCAGCATGCGGGAA





Uzi-nstPriF1
SEQ ID NO: 5437 GAGCCATCAGTCCAACACTGC





OGL2
First PCR
5′-end
APL01-5PriF1
SEQ ID NO: 5438 ACAGGCGTACAGCAACACCA




3′-end
APL01-3PriR1
SEQ ID NO: 5439 GACCCTATGGTGTTGGATCCCA



Nest PCR
5′-end
APL01-5nstPriF1
SEQ ID NO: 5440 CGGGAGCTAGGCAACAAATCG




3′-end
APL01-3nstPriR1
SEQ ID NO: 5441 TCTGACTAAACGGGTGGATGCTG





OGL8
First PCR
5′-end
OGL08-5nstPriF2
SEQ ID NO: 5442 CGGATCAGTTGATTCGCTCACTTTCA




3′-end
OGL08-3PriR
SEQ ID NO: 5443 GCCGAAAAGCAGCAACTGGAA



Nest PCR
5′-end
OGL08-5nstPriF
SEQ ID NO: 6619 GATTGCTACGCAGACCGCCTA




3′-end
OGL08-3nstPriR
SEQ ID NO: 5444 CACTATTCCTCCGGCATGCAG





OGL11
First PCR
5′-end
OGL11-5PriF
SEQ ID NO: 5445 TGACCTATTGATCGGTCGGCTC




3′-end
OGL11-3PriR2
SEQ ID NO: 5446 TGCCTTGAATCTCAGGGATGCA



Nest PCR
5′-end
OGL11-5nstPriF
SEQ ID NO: 5447 GCCGAAGCTAACTAGCGGACA




3′-end
OGL11-3nstPriR2
SEQ ID NO: 5448 CATGGAGTAGCAGCTGTGCTG


OGL12
First PCR
5′-end
OGL12-5PriF
SEQ ID NO: 5449 GAAAAGCAGTCACCGGCTCTG







3′-end
OGL12-3PriR
SEQ ID NO: 5450 CCATGGACATGAATTCGGCACG



Nest PCR
5′-end
OGL12-5nstPriF
SEQ ID NO: 5451 CTTTTGCACCACGGAGCAGAC




3′-end
OGL12-3nstPriR
SEQ ID NO: 5452 GCTAGCAAAACTTTGAAGCTCGCTC





OGL13
First PCR
5′-end
OGL13-5PriF
SEQ ID NO: 5453 GAGGTCCCTTACGGGTCATCG




3′-end
OGL13-3PriR
SEQ ID NO: 5454 ACCAGGTCTATCTTGCGCAGAC



Nest PCR
5′-end
OGL13-5nstPriF
SEQ ID NO: 5455 AATAGCGTGGTCGGGTCCTAG




3′-end
OGL13-3nstPriR
SEQ ID NO: 5456 ACGAACGATCCAAGGTGCAGT





OGL14
First PCR
5′-end
OGL14-5PriF
SEQ ID NO: 5457 TAGAGACGAGGACTCTGGGCT




3′-end
OGL14-3PriR
SEQ ID NO: 5458 AAGTCCAACATGGGCACAACC



Nest PCR
5′-end
OGL14-5nstPriF
SEQ ID NO: 5459 CCTCGTTAAGGGTGCAGGTTG




3′-end
OGL14-3nstPriR
SEQ ID NO: 5460 CCAAGTCAGCTTCTAAGCCATCAAAC





OGL15
First PCR
5′-end
OGL15-5PriF
SEQ ID NO: 5461 AACCCTAGACTTCTGCCTGGTG




3′-end
OGL15-3PriR
SEQ ID NO: 5462 GCTCACTTACGAGCAGATCCCA



Nest PCR
5′-end
OGL15-5nstPriF
SEQ ID NO: 5463 GGTGCACGCATGTTCTCATGT




3′-end
OGL15-3nstPriR
SEQ ID NO: 5464 TGTTTACCGCAGCCATGCTTG





OGL16
First PCR
5′-end
OGL16-5PriF
SEQ ID NO: 5465 GTTGTATACGGCATCCATCCGCT




3′-end
OGL16-3PriR
SEQ ID NO: 5466 GAATGAAACTGGTGGTCTGCTCC



Nest PCR
5′-end
OGL16-5nstPriF
SEQ ID NO: 5467 CCGACGAGGTACAAGTAGCAGG




3′-end
OGL16-3nstPriR
SEQ ID NO: 5468 CCCGTAGTCCAGATTCTTGTGGT





OGL17
First PCR
5′-end
OGL17-5PriF
SEQ ID NO: 5469 GTCGTTTGTTCGGAAGGGGAG




3′-end
OGL17-3PriR
SEQ ID NO: 5470 CGTAGTTGTCCGGCATGTCCT



Nest PCR
5′-end
OGL17-5nstPriF
SEQ ID NO: 5471 TGTATCCCTTCGGTGAGCACG




3′-end
OGL17-3nstPriR
SEQ ID NO: 5472 TGAATCGACTCGCTGACAGGTG





OGL04
First PCR
5′-end
OGL04-5PriF
SEQ ID NO: 6311 CAACCAGAAACGTCCTGCACTG





Spec-PriR1
SEQ ID NO: 6312 CCACGATCGACATTGATCTGGCTA




3′-end
OGL04-3PriR
SEQ ID NO: 6313 AAATCCAAGCCACGTACGCAC





UnivDonor-3PriF1
SEQ ID NO: 6314 GTTTCATCAAGCCTTACGGTCACC



Nest PCR
5′-end
OGL04-5nstPriF
SEQ ID NO: 6315 ACACCAATTGCCCATTTGGCA





Spec-nstPriR2
SEQ ID NO: 6316 GCTGGCGATGAGCGAAATGTAG




3′-end
OGL04-3nstPriR
SEQ ID NO: 6317 TTGGTTAGCAGCACGGATGGA





UnivDonor-3PriF2
SEQ ID NO: 6318 CAGCAACGTCGGTTCGAGATG





OGL05
First PCR
5′-end
OGL05-1-5PriF
SEQ ID NO: 6319 ATGCCACTTTCGAAGAGAGGACG




3′-end
OGL05-1-3PriR2
SEQ ID NO: 6320 CATCTCCAACGTCATCGGCAC



Nest PCR
5′-end
OGL05-1-5nstPriF
SEQ ID NO: 6321 GGGAAACAGATTCGTCAGCTTGC




3′-end
OGL05-1-3nstPriR
SEQ ID NO: 6322 GCCTATCCAGTGGCGGATACA





OGL06
First PCR
5′-end
OGL06-5PriF
SEQ ID NO: 6323 CTTGCTCTACAACTCTGCCCCA





Spec-PriR1
SEQ ID NO: 6324 CCACGATCGACATTGATCTGGCTA




3′-end
OGL06-3PriR
SEQ ID NO: 6325 AGTCGGTACCTGCAAGCTACG





UnivDonor-3PriF1
SEQ ID NO: 6326 GTTTCATCAAGCCTTACGGTCACC



Nest PCR
5′-end
OGL06-5nstPriF
SEQ ID NO: 6327 TGGATTTGAGGCCAACTGCAC





Spec-nstPriR2
SEQ ID NO: 6328 GCTGGCGATGAGCGAAATGTAG




3′-end
OGL06-3nstPriR
SEQ ID NO: 6329 TCTGCATTGTTGGGATCGACCA





UnivDonor-3PriF2
SEQ ID NO: 6330 CAGCAACGTCGGTTCGAGATG





OGL07
First PCR
5′-end
OGL07-1-5nstPriF
SEQ ID NO: 6331 ACGATCGCAGGTTATCCTCGC




3′-end
OGL07-1-3PriR
SEQ ID NO: 6332 CTTGTCGGTTGCTGTGTGGAC



Nest PCR
5′-end
OGL07-1-5nstPriF
SEQ ID NO: 6333 AACACGGATGGCCTGCAATG




3′-end
OGL07-1-3nstPriR
SEQ ID NO: 6334 GCATGGGCGTACGTCACTTG





OGL09
First PCR
5′-end
OGL09-5PriF
SEQ ID NO: 6335 ACCCAGAATCTCTGGTTCCGT




3′-end
OGL09-3PriR
SEQ ID NO: 6336 CAGGAAGCTCTGCATCTGCG



Nest PCR
5′-end
OGL09-5nstPriF
SEQ ID NO: 6337 AGTCTTTGATGTAAACGTCTTGCCT




3′-end
OGL09-3nstPriR
SEQ ID NO: 6338 GCATGGAAACACCAGGTCGA





OGL10
First PCR
5′-end
OGL10-5PriF
SEQ ID NO: 6339 GCAGCGAATAGGAATGCGAGAC




3′-end
OGL10-3PriR
SEQ ID NO: 6340 TAACCTTGTTTCGCTGACTCCC



Nest PCR
5′-end
OGL10-5nstPriF
SEQ ID NO: 6341 CTTCTTCTACCTACACGCACCAG




3′-end
OGL10-3nstPriR
SEQ ID NO: 6342 GATCCGTTTCCTCACTCTCGC





OGL18
First PCR
5′-end
OGL18-5PriF
SEQ ID NO: 6343 AGGTGAATCTTCCGTGGCTGT




3′-end
OGL18-3PriR
SEQ ID NO: 6344 CCATAATCAGTGTGACTGGTGGCT



Nest PCR
5′-end
OGL18-5nstPriF
SEQ ID NO: 6345 CGGATCTAAGGTGCCCTGTCT




3′-end
OGL18-3nstPriR
SEQ ID NO: 6346 GTCTAGCTCATGGAAGTGGGAGG





OGL19
First PCR
5′-end
OGL19-5PriF
SEQ ID NO: 6347 GACTTCTAAGCCCCAAGGCCTA




3′-end
OGL19-3PriR2
SEQ ID NO: 6348 AGATCTTTTGGCTCCCTCTCACC



Nest PCR
5′-end
OGL19-5nstPriF
SEQ ID NO: 6349 GTGCTTCGAGGGCTCAAGGTA




3′-end
OGL19-3nstPriR2
SEQ ID NO: 6350 ATTGCTCACCCCATCCCCTT





OGL20
First PCR
5′-end
OGL20-5PriF
SEQ ID NO: 6351 GGCTATGACCCGGACACTACC




3′-end
OGL20-3PriR
SEQ ID NO: 6352 CAGTTGGGCGTCAAGTTAGTTCAG



Nest PCR
5′-end
OGL20-5nstPriF
SEQ ID NO: 6353 AAGTCCACAAGGATCTGACCACG




3′-end
OGL20-3nstPriR
SEQ ID NO: 6354 TGAAACTTTGGTTCAGTCTGCTCG





OGL21
First PCR
5′-end
OGL21-5PriF
SEQ ID NO: 6355 TATGTCCAAGCCACGAGAAGC




3′-end
OGL21-3PriR
SEQ ID NO: 6356 ACTGCAGGTACTACTGGTACGC



Nest PCR
5′-end
OGL21-5nstPriF
SEQ ID NO: 6357 GCTACAGTATAGCAGGAGCAGC




3′-end
OGL21-3nstPriR
SEQ ID NO: 6358 GTCCTACTATACGCTGCCGC





OGL22
First PCR
5′-end
OGL22-5PriF
SEQ ID NO: 6359 CAATCCTTCTGAGCTGCACCG




3′-end
OGL22-3PriR
SEQ ID NO: 6360 GGTGTCAATGACCTCACGAGC



Nest PCR
5′-end
OGL22-5nstPriF
SEQ ID NO: 6361 CCGTACCAAACAGGCAAGCAG




3′-end
OGL22-3nstPriR
SEQ ID NO: 6362 GATCGCCCATATGCTTGGATTCAC





OGL23
First PCR
5′-end
OGL23-5PriF
SEQ ID NO: 6363 GGATTAGGACGGCTGACTGGT




3′-end
OGL23-3PriR
SEQ ID NO: 6364 GTTGCTTTGTTTGCGTGCTCC



Nest PCR
5′-end
OGL23-5nstPriF
SEQ ID NO: 6365 TTAAAGTGCTAGCTGACTGACCGA




3′-end
OGL23-3nstPriR
SEQ ID NO: 6366 GGCCCATGCCTTAGGTTGAC





OGL24
First PCR
5′-end
OGL24-5PriF
SEQ ID NO: 6367 ACTGAGACTGGGAGTCTGGGA




3′-end
OGL24-3PriR
SEQ ID NO: 6368 CGCCGTCCGACTGTTATTACC



Nest PCR
5′-end
OGL24-5nstPriF
SEQ ID NO: 6369 CTTCGGCCTTGGATTGGATCAC




3′-end
OGL24-3nstPriR
SEQ ID NO: 6370 ACAACGCAGATCCCTAGAATCCA





OGL25
First PCR
5′-end
OGL25-5PriF
SEQ ID NO: 6371 GGGATCTCTTGTCACCAAATCAGC




3′-end
OGL25-3PriR
SEQ ID NO: 6372 TTGACAGTGAGACATGGGAGTACC



Nest PCR
5′-end
OGL25-5nstPriF
SEQ ID NO: 6373 TGCCTGCATTGCATCGATCTG




3′-end
OGL25-3nstPriR
SEQ ID NO: 6374 AGTACCCACTGTCACTGCACG





OGL26
First PCR
5′-end
OGL26-5PriF
SEQ ID NO: 6375 ATCTTCACCAAGTATCCCACACCT




3′-end
OGL26-3PriR2
SEQ ID NO: 6376 GCTGTGTTAGTATCGTCGAAGGCT



Nest PCR
5′-end
OGL26-5nstPriF
SEQ ID NO: 6377 TCAAACCTCACCTGATGTATCGCT




3′-end
OGL26-3nstPriR
SEQ ID NO: 6378 CGAACCTCCAATTTATCGGCAATCG





OGL27
First PCR
5′-end
OGL27-5PriF
SEQ ID NO: 6379 AAGTCCCTAGAGCCCTCATGC




3′-end
OGL27-3PriR
SEQ ID NO: 6380 GAGAGTTAGGAGGGAGCATGGC



Nest PCR
5′-end
OGL27-5nstPriF
SEQ ID NO: 6381 GTGTCCGAGATAGGTCGTGTCC




3′-end
OGL27-3nstPriR
SEQ ID NO: 6382 TTGAACTTGGGCATGAGTGGGA





OGL28
First PCR
5′-end
OGL28-5PriF
SEQ ID NO: 6383 GTCGGCTGTGCGTTATGAGAC




3′-end
OGL28-3PriR
SEQ ID NO: 6384 GATTAATCGGTTATCGGTGGACGC



Nest PCR
5′-end
OGL28-5nstPriF
SEQ ID NO: 6385 ACGGACAGATCACAGATCGGG




3′-end
OGL28-3nstPriR
SEQ ID NO: 6386 CCTTAATCCGGTTTGGTGAACCC





OGL29
First PCR
5′-end
OGL29-5PriF
SEQ ID NO: 6387 GCTTACACCGATGCAGGGGTA




3′-end
OGL29-3PriR
SEQ ID NO: 6388 GGTTGACATCGGAATTCGTGCC



Nest PCR
5′-end
OGL29-5nstPriF
SEQ ID NO: 6389 TGAAAGAGAGCGGCCCAACTAC




3′-end
OGL29-3nstPriR
SEQ ID NO: 6390 TTAATGCTGGCCTCTCCTGCA





OGL30
First PCR
5′-end
OGL30-5PriF
SEQ ID NO: 6391 ATGAAGAGCACCAGCTACCCC




3′-end
OGL30-3PriR
SEQ ID NO: 6392 GGAAGATGGAACCACATGCCC



Nest PCR
5′-end
OGL30-5nstPriF
SEQ ID NO: 6393 GGCTACAAAACCCAAGAGGGG




3′-end
OGL30-3nstPriR
SEQ ID NO: 6394 CCCTTTCATGCAACGATCAGGC





OGL31
First PCR
5′-end
OGL31-5PriF
SEQ ID NO: 6395 TGTTCAGTTGGTAAGTCGTCGCT




3′-end
OGL31-3PriR
SEQ ID NO: 6396 GTTCTTGGAGAGTGATTGTCGGC



Nest PCR
5′-end
OGL31-5nstPriF
SEQ ID NO: 6397 CTTCACCTCAAGGGAAGCAAGC




3′-end
OGL31-3nstPriR
SEQ ID NO: 6398 GGTGAAACTGAGCTGGGAATTGG





OGL32
First PCR
5′-end
OGL32-5PriF
SEQ ID NO: 6399 GATCCACAACCACATTCAACAAGGT




3′-end
OGL32-3PriR
SEQ ID NO: 6400 TGATCAAACTAGAGGCCTGATGACG



Nest PCR
5′-end
OGL32-5nstPriF
SEQ ID NO: 6401 GGACAAATGACATGTAACCCACTCC




3′-end
OGL32-3nstPriR
SEQ ID NO: 6402 ATGACGACAGCGTGTTTGTGG





OGL33
First PCR
5′-end
OGL33-5PriF
SEQ ID NO: 6403 AGCTCCACTTCCAGTAGTCCTG




3′-end
OGL33-3PriR
SEQ ID NO: 6404 CGGATAGCGTCCACAAACGAG



Nest PCR
5′-end
OGL33-5nstPriF
SEQ ID NO: 6405 AATCATGCGGCTGTCGAAAGG




3′-end
OGL33-3nstPriR
SEQ ID NO: 6406 GCGATAAGAAAGCATCCTGCGG





OGL34
First PCR
5′-end
OGL34-5PriF
SEQ ID NO: 6407 ACTGTACCACCGAAAGACGACC




3′-end
OGL34-3PriR
SEQ ID NO: 6408 CCCGTCTCACTGTGGATCTATGTC



Nest PCR
5′-end
OGL34-5nstPriF
SEQ ID NO: 6409 AAAGACGACCAAACAGTCCTGC




3′-end
OGL34-3nstPriR
SEQ ID NO: 6410 GAGTCAACGTGTCAGTGTCACC





OGL35
First PCR
5′-end
OGL35-5PriF
SEQ ID NO: 6411 AGGTGTAGTCCTGCTCTGTCTG




3′-end
OGL35-3PriR
SEQ ID NO: 6412 AACTGAAGACACTGACGACATCCA



Nest PCR
5′-end
OGL35-5nstPriF
SEQ ID NO: 6413 TAGGGCGCTAGGCATGTACTC




3′-end
OGL35-3nstPriR
SEQ ID NO: 6414 GTGGCCTTCTAGGTACACTAGGG





OGL36
First PCR
5′-end
OGL36-5PriF
SEQ ID NO: 6415 GCAACCAACTTTGTCGGATGCT




3′-end
OGL36-3PriR
SEQ ID NO: 6416 AAAGCTCACCTCACAGCACGA



Nest PCR
5′-end
OGL36-5nstPriF
SEQ ID NO: 6417 TCATAGATTTCGCGTGGTTGAACTG




3′-end
OGL36-3nstPriR
SEQ ID NO: 6418 ACTCTGCAGCCATGAATTCCAC





OGL37
First PCR
5′-end
OGL37-5PriF
SEQ ID NO: 6419 GAGAAACCGAGGGATCGGAACA




3′-end
OGL37-3PriR
SEQ ID NO: 6420 ACATGTACGTGTGCGAGAGTCG



Nest PCR
5′-end
OGL37-5nstPriF
SEQ ID NO: 6421 AGTACGACTGGAATCCAACGCG




3′-end
OGL37-3nstPriR
SEQ ID NO: 6422 CTCTCCCTAGCTCGACGCTTG





OGL38
First PCR
5′-end
OGL38-5PriF
SEQ ID NO: 6423 GTAGCACTGCACCGTTCATGC




3′-end
OGL38-3PriR
SEQ ID NO: 6424 ACTCTCCTTCCCTCGACGGTA



Nest PCR
5′-end
OGL38-5nstPriF
SEQ ID NO: 6425 AGGAGATGAAGGCTTTGTCCCC




3′-end
OGL38-3nstPriR
SEQ ID NO: 6426 GCAAACCTGCATGGTTGATGC





OGL39
First PCR
5′-end
OGL39-5PriF
SEQ ID NO: 6427 TTGGGTTTGTGCACCACACTC




3′-end
OGL39-3PriR
SEQ ID NO: 6428 GCTTCTGGAAAAACGCCAGCA



Nest PCR
5′-end
OGL39-5nstPriF
SEQ ID NO: 6429 ATTCCTTGCGCTCCGTACGAA




3′-end
OGL39-3nstPriR
SEQ ID NO: 6430 CTTTGCATTGCAGGCACGGTTA





OGL40
First PCR
5′-end
OGL40-5PriF
SEQ ID NO: 6431 CCGAGGTTAAATCCACAGGCG




3′-end
OGL40-3PriR
SEQ ID NO: 6432 GCGCATTTCCTTGCCCTCAAA



Nest PCR
5′-end
OGL40-5nstPriF
SEQ ID NO: 6433 GTTCACAGGTACGACAGCAGC




3′-end
OGL40-3nstPriR
SEQ ID NO: 6434 TACGTTGCCACCAAAAGAGCC





OGL41
First PCR
5′-end
OGL41-5PriF
SEQ ID NO: 6435 AGCAGGCTACTGTGGTCAGG




3′-end
OGL41-3PriR
SEQ ID NO: 6436 CGATTGCATACAGCAGGTGCC



Nest PCR
5′-end
OGL41-5nstPriF
SEQ ID NO: 6437 GGCAGGTTTTGAAGGACCCC




3′-end
OGL41-3nstPriR
SEQ ID NO: 6438 ACGAGCAATGCAGTGAAGGGT





OGL42
First PCR
5′-end
OGL42-5PriF
SEQ ID NO: 6439 TGAGAACGAAACCCGTCAAGCA




3′-end
OGL42-3PriR
SEQ ID NO: 6440 CACGTCGATCAAACGGCGAG



Nest PCR
5′-end
OGL42-5nstPriF
SEQ ID NO: 6441 CGTCAAGCATGCAGAAAGGCT




3′-end
OGL42-3nstPriR
SEQ ID NO: 6442 CCCCTAATCCGCACCGTGTA





OGL43
First PCR
5′-end
OGL43-5PriF
SEQ ID NO: 6443 CCTGTTCCTTCTCCCGAATGC




3′-end
OGL43-3PriR
SEQ ID NO: 6444 GGTACAAAGTGAAAAGGGCCGG



Nest PCR
5′-end
OGL43-5nstPriF
SEQ ID NO: 6445 GTGCAATCAAGCCTTGCCCAT




3′-end
OGL43-3nstPriR
SEQ ID NO: 6446 GAAGTGATGGTCCCTGCCAC





OGL44
First PCR
5′-end
OGL44-5PriF
SEQ ID NO: 6447 GGCTCTAACACATGGTGAGGC




3′-end
OGL44-3PriR
SEQ ID NO: 6448 AATCATGGTCCTAGTTGTAGCCCC



Nest PCR
5′-end
OGL44-5nstPriF
SEQ ID NO: 6449 ACTAGGATGAGGGAGCCAATGG




3′-end
OGL44-3nstPriR
SEQ ID NO: 6450 CTATGGAGATGCCTCCCACCAT





OGL45
First PCR
5′-end
OGL45-5PriF
SEQ ID NO: 6451 GAAGAGCTCGGCATCGGAGAT




3′-end
OGL45-3PriR
SEQ ID NO: 6452 TCCCAAAACGAACTGTGTGCG



Nest PCR
5′-end
OGL45-5nstPriF
SEQ ID NO: 6453 TGGCTAGAGCGACCTTGTTCG




3′-end
OGL45-3nstPriR
SEQ ID NO: 6454 TCGAGATCAGGCATCCACACC





OGL46
First PCR
5′-end
OGL46-5PriF
SEQ ID NO: 6455 CCAAAGTATTTGGTGGGATTCTCGC




3′-end
OGL46-3PriR
SEQ ID NO: 6456 CTGCAACAAGTGAAAAGCGCC



Nest PCR
5′-end
OGL46-5nstPriF
SEQ ID NO: 6457 GGATTCTCGCTTTTTCCCACCAAG




3′-end
OGL46-3nstPriR
SEQ ID NO: 6458 TACATCGATCCAGCTCGTGCTG





OGL47
First PCR
5′-end
OGL47-5PriF
SEQ ID NO: 6459 CGGAACACTAAAACGGGGACATG





Spec-PriR1
SEQ ID NO: 6460 CCACGATCGACATTGATCTGGCTA




3′-end
OGL47-3PriR
SEQ ID NO: 6461 TCTTCCTGGCAAGCACTAGGAAC





UnivDonor-3PriF1
SEQ ID NO: 6462 GTTTCATCAAGCCTTACGGTCACC






Nest PCR
5′-end
OGL47-5nstPriF
SEQ ID NO: 6463 ACCGAGTAAGGGCTTGTTCGG





Spec-nstPriR2
SEQ ID NO: 6464 GCTGGCGATGAGCGAAATGTAG




3′-end
OGL47-3nstPriR
SEQ ID NO: 6465 TCTCCAGCAACCCCTAGATGC





UnivDonor-3PriF2
SEQ ID NO: 6466 CAGCAACGTCGGTTCGAGATG





OGL48
First PCR
5′-end
OGL48-5PriF2
SEQ ID NO: 6467 GCAGTGACACTATAGCCACGTGT




3′-end
OGL48-3PriR
SEQ ID NO: 6468 GCCCAATCAATTGTCCCTGGAC



Nest PCR
5′-end
OGL48-5nstPriF
SEQ ID NO: 6469 TGCTACCCAATGGTGTGGACTT




3′-end
OGL48-3nstPriR
SEQ ID NO: 6470 AATGCCCATTCGGTTGAACCC





OGL49
First PCR
5′-end
OGL49-5PriF
SEQ ID NO: 6471 TCTGATGATCGGGTTGAGGCC




3′-end
OGL49-3PriR
SEQ ID NO: 6472 CCTCCGGAATCATTTCCCGTTG



Nest PCR
5′-end
OGL49-5nstPriF
SEQ ID NO: 6473 GTGCTGATCTGGTTGTGGGTC




3′-end
OGL49-3nstPriR
SEQ ID NO: 6474 CGGAACAATTCCTGGGCACAA





OGL50
First PCR
5′-end
OGL50-5PriF
SEQ ID NO: 6475 AGCTATGGTTAACGGGAATGCCA





Spec-PriR1
SEQ ID NO: 6476 CCACGATCGACATTGATCTGGCTA




3′-end
OGL50-3PriR
SEQ ID NO: 6477 TCTAGCGAGAGGTGGTCAGGT





UnivDonor-3PriF1
SEQ ID NO: 6478 GTTTCATCAAGCCTTACGGTCACC



Nest PCR
5′-end
OGL50-5nstPriF
SEQ ID NO: 6479 GCTGAAATTGCTGCATCATGGC





Spec-nstPriR1
SEQ ID NO: 6480 GTTGCCTTGGTAGGTCCAGC




3′-end
OGL50-3nstPriR
SEQ ID NO: 6481 AGCTGCTACATCTGTGGTCGG





UnivDonor-3PriF2
SEQ ID NO: 6482 CAGCAACGTCGGTTCGAGATG





OGL51
First PCR
5′-end
OGL51-5PriF
SEQ ID NO: 6483 CCTTCACAGTACTTGAACTGCTGCA




3′-end
OGL51-3PriR
SEQ ID NO: 6484 CACTCACATGGTGCGTTCCG



Nest PCR
5′-end
OGL51-5nstPriF
SEQ ID NO: 6485 TGTATGCCTCGTCATCGAGGG




3′-end
OGL51-3nstPriR
SEQ ID NO: 6486 AGGGGAATGACCAGGAGCAG





OGL52
First PCR
5′-end
OGL52-5PriF
SEQ ID NO: 6487 TCACGTACTGACCACAGAACACC




3′-end
OGL52-3PriR
SEQ ID NO: 6488 GAATATGCTCCACGCGCATCTC



Nest PCR
5′-end
OGL52-5nstPriF
SEQ ID NO: 6489 GCTGACTCTAAAACCGCCTTGTG




3′-end
OGL52-3nstPriR
SEQ ID NO: 6490 GATCCGGCTTGTTCGCTTGAC





OGL53
First PCR
5′-end
OGL53-5PriF
SEQ ID NO: 6491 AACCATAGTGGCTCGCCAGT




3′-end
OGL53-3PriR
SEQ ID NO: 6492 AATCGCACTAGGTCAGCATGGT



Nest PCR
5′-end
OGL53-5nstPriF
SEQ ID NO: 6493 GATCATGTCGTTAGCCTCCAACCA




3′-end
OGL53-3nstPriR
SEQ ID NO: 6494 GTGAAGACTCGAGCTTGGCCT





OGL54
First PCR
5′-end
OGL54-5PriF
SEQ ID NO: 6495 CAACAAGCTGGTTTGCAGGGT




3′-end
OGL54-3PriR
SEQ ID NO: 6496 TAACCCCCTTAGAGATGCACATGC



Nest PCR
5′-end
OGL54-5nstPriF2
SEQ ID NO: 6497 ACCCCAGCAAATTGGACGATCT




3′-end
OGL54-3nstPriR
SEQ ID NO: 6498 TAGATCGATGAAACCGGTCGATGTG





OGL55
First PCR
5′-end
OGL55-5PriF
SEQ ID NO: 6499 GACCAACCATTTGTTGCCCCT




3′-end
OGL55-3PriR
SEQ ID NO: 6500 CACGTCTTTGTAGCGACTGTCCA



Nest PCR
5′-end
OGL55-5nstPriF
SEQ ID NO: 6501 TCCGAAAACTCAAGCATGCCC




3′-end
OGL55-3nstPriR
SEQ ID NO: 6502 GTGGTGAACTTCCCTCTAGACCC





OGL56
First PCR
5′-end
OGL56-5PriF2
SEQ ID NO: 6503 TGGAAAAACGTAGATGTGCTTGCC




3′-end
OGL56-3PriR2
SEQ ID NO: 6504 CAAGCTCTTTGATCGTGGTTGACG



Nest PCR
5′-end
OGL56-5nstPriF2
SEQ ID NO: 6505 GCAGTAAACCTAGTGATGCTGCCT




3′-end
OGL56-3nstPriR2
SEQ ID NO: 6506 ATGCTTGGTCAACGTGCCAC





OGL57
First PCR
5′-end
OGL57-5PriF2
SEQ ID NO: 6507 CGGTGAATGCAAGCTGGATCAC




3′-end
OGL57-3PriR2
SEQ ID NO: 6508 GCACTTGTGCTATCCGCCAG



Nest PCR
5′-end
OGL57-5nstPriF2
SEQ ID NO: 6509 CTTTTGGTGGCGGAGATCAGG




3′-end
OGL57-3nstPriR2
SEQ ID NO: 6510 TGGAGGAGGAAATCTCTGCTATTCGT





OGL58
First PCR
5′-end
OGL58-5PriF
SEQ ID NO: 6511 ACAGTGGACTCCCTCGCAAG




3′-end
OGL58-3PriR2
SEQ ID NO: 6512 GTAAGCTTCCTCGACACCTCCA



Nest PCR
5′-end
OGL58-5nstPriF
SEQ ID NO: 6513 TCTGAAGCACAGTTTAGCCGCA




3′-end
OGL58-3nstPriR2
SEQ ID NO: 6514 GTGGTTATCTGTAGCTTGAGCACTGA





OGL59
First PCR
5′-end
OGL59-5PriF2
SEQ ID NO: 6515 TGTGTTCCTTCTCCATGCACCT




3′-end
OGL59-3PriR2
SEQ ID NO: 6516 CCTTGTCACGGAGACTCTCGG



Nest PCR
5′-end
OGL59-5nstPriF2
SEQ ID NO: 6517 TCACATGCCTCAACTGGAGCA




3′-end
OGL59-3nstPriR2
SEQ ID NO: 6518 TGGAAGGGCAAAACTGAGCC





OGL60
First PCR
5′-end
OGL60-5PriF
SEQ ID NO: 6519 GCGACCTTTTCATTGTTGGAGTAGG




3′-end
OGL60-3PriR
SEQ ID NO: 6520 TACCACACCATCGAGCCGTC



Nest PCR
5′-end
OGL60-5nstPriF
SEQ ID NO: 6521 ACGATTCAGTAGGTAGGGTGCCT




3′-end
OGL60-3nstPriR
SEQ ID NO: 6522 ACCCATTTCGAGCTGCCTGT





OGL61
First PCR
5′-end
OGL61-5PriF
SEQ ID NO: 6523 CCATGCAGATGTCGAGGCAAC




3′-end
OGL61-3PriR
SEQ ID NO: 6524 TACTGCCTTCTGAACCGTCGG



Nest PCR
5′-end
OGL61-5nstPriF
SEQ ID NO: 6525 TGTTTAGCTACATCCACGGGCAT




3′-end
OGL61-3nstPriR
SEQ ID NO: 6526 ACTGCAATGACAAGGCACATCC





OGL62
First PCR
5′-end
OGL62-5PriF
SEQ ID NO: 6527 GCACGTCGTTAGTGATCGAGCT




3′-end
OGL62-3PriR
SEQ ID NO: 6528 GTTGTCAACGAAGCCCGTCTAATTG



Nest PCR
5′-end
OGL62-5nstPriF
SEQ ID NO: 6529 CCTGCAGTTAACGCAGACGTG




3′-end
OGL62-3nstPriR
SEQ ID NO: 6530 CTAGACCGTACTATTGTGCTGTGAAG





OGL63
First PCR
5′-end
OGL63-5PriF
SEQ ID NO: 6531 TCCTTACTGGCCCCTAGTCCA




3′-end
OGL63-3PriR
SEQ ID NO: 6532 CTCCCACGAGCGACTAGCTAC



Nest PCR
5′-end
OGL63-5nstPriF
SEQ ID NO: 6533 TGCAACTATGGACTTGGCCACA




3′-end
OGL63-3nstPriR
SEQ ID NO: 6534 CCTCACGAATAAAAGCACCCCC





OGL64
First PCR
5′-end
OGL64-
SEQ ID NO: 6535 AGTCTACGTGGCATACAACCCC



PCR
end
5PriF





3′-end
OGL64-
SEQ ID NO: 6536 GAAACTTGGACCTTGCTGTCGG




end
3PriR




Nest PCR
5′-end
OGL64-
SEQ ID NO: 6537 AGGTCTCGAACAAACTCCCTATGC



PCR
end
5nstPriF





3′-end
OGL64-
SEQ ID NO: 6538 CCATTCCATGAAGACCGACTCCA




end
3nstPriR






OGL65
First PCR
5′-end
OGL65-5PriF
SEQ ID NO: 6539 ACCAAATCCGTTTGCTTTCACCG




3′-end
OGL65-3PriR
SEQ ID NO: 6540 CTCTGACAGATACCACGTTCGCT



Nest PCR
5′-end
OGL65-5nstPriF
SEQ ID NO: 6541 CACCGTTTCACGAAGCTGCA




3′-end
OGL65-3nstPriR
SEQ ID NO: 6542 ACCGAAATCTGCGCGCTAGTT





OGL66
First PCR
5′-end
OGL66-5PriF
SEQ ID NO: 6543 ACAGAAGAGGTTGCGGAGTAACG




3′-end
OGL66-3PriR
SEQ ID NO: 6544 AAACAAAATCGTATCGCCGAGCAG



Nest PCR
5′-end
OGL66-5nstPriF
SEQ ID NO: 6545 TACTTGGACCGGCCTCTACCT




3′-end
OGL66-3nstPriR
SEQ ID NO: 6546 AACCTTGCAACAGCCCCAAAT





OGL67
First PCR
5′-end
OGL67-5PriF
SEQ ID NO: 6547 AGGTAATACCAGTGAGCCGAC





Spec-PriR1
SEQ ID NO: 6548 CCACGATCGACATTGATCTGGCTA




3′-end
OGL67-3PriR
SEQ ID NO: 6549 CACTCTGTACTGGGAGAGGG





UnivDonor-3PriF1
SEQ ID NO: 6550 GTTTCATCAAGCCTTACGGTCACC



Nest PCR
5′-end
OGL67-5nstPriF
SEQ ID NO: 6551 ATAATGCAGCGCTTGCAGAT





Spec-nstPriR2
SEQ ID NO: 6552 GCTGGCGATGAGCGAAATGTAG




3′-end
OGL67-3nstPriR
SEQ ID NO: 6553 CTCAATTCCATGTGCAACCAAAC





UnivDonor-3PriF2
SEQ ID NO: 6554 CAGCAACGTCGGTTCGAGATG





OGL68
First PCR
5′-end
OGL68-5PriF
SEQ ID NO: 6555 GTGGTGATACCGTCGTCTCTCC




3′-end
OGL68-3PriR
SEQ ID NO: 6556 CACTTTGTCCCTGCTCGGTTC



Nest PCR
5′-end
OGL68-5nstPriF
SEQ ID NO: 6557 GAAACAAGCCATTGATTGTGCCCA




3′-end
OGL68-3nstPriR
SEQ ID NO: 6558 GTCGACTCACAACGCTTCCC





OGL69
First PCR
5′-end
OGL69-5PriF
SEQ ID NO: 6559 AGTACAACACTGAGACGTGGGC




3′-end
OGL69-3PriR
SEQ ID NO: 6560 ACTAGGATTGCTAGGGAGCACGAA



Nest PCR
5′-end
OGL69-5nstPriF
SEQ ID NO: 6561 AGATTGCAGGGCACTTGAGGT




3′-end
OGL69-3nstPriR
SEQ ID NO: 6562 ACAGGATTACAAGCCCAAACCCA





OGL70
First PCR
5′-end
OGL70-5PriF
SEQ ID NO: 6563 TTCTTCAGGCGGCATCGCATA





Spec-PriR1
SEQ ID NO: 6564 CCACGATCGACATTGATCTGGCTA




3′-end
OGL70-3PriR
SEQ ID NO: 6565 TAGTAGCCGACAATGTGGCCC





UnivDonor-3PriF1
SEQ ID NO: 6566 GTTTCATCAAGCCTTACGGTCACC



Nest PCR
5′-end
OGL70-5nstPriF
SEQ ID NO: 6567 CGCTCAGGAAATCCTTGATGCC





Spec-nstPriR2
SEQ ID NO: 6568 GCTGGCGATGAGCGAAATGTAG




3′-end
OGL70-3nstPriR
SEQ ID NO: 6569 GTGAACGACGGCAACAAGCT





UnivDonor-3PriF2
SEQ ID NO: 6570 CAGCAACGTCGGTTCGAGATG





OGL71
First PCR
5′-end
OGL71-5PriF
SEQ ID NO: 6571 GAGGTCCCTTACGGGTCATCG




3′-end
OGL71-3PriR
SEQ ID NO: 6572 ACCAGGTCTATCTTGCGCAGAC



Nest PCR
5′-end
OGL71-5nstPriF
SEQ ID NO: 6573 AATAGCGTGGTCGGGTCCTAG




3′-end
OGL71-3nstPriR
SEQ ID NO: 6574 ACGAACGATCCAAGGTGCAGT





OGL72
First PCR
5′-end
OGL72-5PriF
SEQ ID NO: 6575 CCAATGGACGACAGCGGTTAG




3′-end
OGL72-3PriR
SEQ ID NO: 6576 ACGAGAACAAGCCACTCTTGCT



Nest PCR
5′-end
OGL72-5nstPriF
SEQ ID NO: 6577 CAACCGGAGAACGGATAGCCT




3′-end
OGL72-3nstPriR
SEQ ID NO: 6578 TGAAGATTTCCCTACCGTCGCC





OGL73
First PCR
5′-end
OGL73-5PriF
SEQ ID NO: 6579 AGTACTGGGGACGTTCACCG




3′-end
OGL73-3PriR1
SEQ ID NO: 6580 CGACAAGAACCCGGTACATGC



Nest PCR
5′-end
OGL73-5PriF2
SEQ ID NO: 6581 AGAGCTGAAACTGATCGCGGT




3′-end
OGL73-3PriR2
SEQ ID NO: 6582 GACAGAGTCCGATCCCTGCT





OGL74
First PCR
5′-end
OGL74-5PriF
SEQ ID NO: 6583 GCCACACGGATTTTGCGTATCA




3′-end
OGL74-3PriR
SEQ ID NO: 6584 CTTTTGTCGGTCCTGCCACTG



Nest PCR
5′-end
OGL74-5nstPriF
SEQ ID NO: 6585 AGCAACGTAGGGTCACGGAC




3′-end
OGL74-3nstPriR
SEQ ID NO: 6586 GAGGAGTCTTCGATGCCACGA





OGL75
First PCR
5′-end
OGL75-5PriF
SEQ ID NO: 6587 GAAAGCACCAGGTCGTATCTTGC




3′-end
OGL75-3PriR
SEQ ID NO: 6588 CGCACAATCTTCGCTTCAAACCA



Nest PCR
5′-end
OGL75-5nstPriF
SEQ ID NO: 6589 GCATTGCTCTTCAGGAGGTACGT




3′-end
OGL75-3nstPriR
SEQ ID NO: 6590 CAGCTGTGCAAGTCCGACTG





OGL76
First PCR
5′-end
OGL76-5PriF
SEQ ID NO: 6591 TCTCCATACCTGCACTGGGTG




3′-end
OGL76-3PriR
SEQ ID NO: 6592 ACGTGCTCTCAGCAACATCCA



Nest PCR
5′-end
OGL76-5nstPriF
SEQ ID NO: 6593 CGTCCAAACAGGCTAGACAGC




3′-end
OGL76-3nstPriR
SEQ ID NO: 6594 TGCCTTTTGCGTCAACGGTG





OGL77
First PCR
5′-end
OGL77-5PriF
SEQ ID NO: 6595 CCATCCAGATCGCGGTTGTC




3′-end
OGL77-3PriR
SEQ ID NO: 6596 TACGAGTTCACGCCATTGCGT



Nest PCR
5′-end
OGL77-5nstPriF
SEQ ID NO: 6597 GTCTCCTCTTTGACGGTTGCG




3′-end
OGL77-3nstPriR
SEQ ID NO: 6598 TCGATCCACACTCGCATGCA





OGL78
First PCR
5′-end
OGL78-5PriF
SEQ ID NO: 6599 GTGGACCAGTGTAAAGCCCG




3′-end
OGL78-3PriR
SEQ ID NO: 6600 TCCCTAGTGCCAGGACCTGA



Nest PCR
5′-end
OGL78-5nstPriF
SEQ ID NO: 6601 ACACCAAATGTCCGGTAGCGA




3′-end
OGL78-3nstPriR
SEQ ID NO: 6602 CGACGATTCTCCATTGGCCG





OGL79
First PCR
5′-end
OGL79-5PriF
SEQ ID NO: 6603 GCTAGAAACGCTGAACAGCAGC




3′-end
OGL79-3PriR
SEQ ID NO: 6604 CGGGTTTAGAATCCACAAGCCG



Nest PCR
5′-end
OGL79-5nstPriF
SEQ ID NO: 6605 GACAAAAGCTGCCATCAACGCT




3′-end
OGL79-3nstPriR
SEQ ID NO: 6606 CCCGATATGGACAGGTCAGCT





OGL80
First PCR
5′-end
OGL80-5PriF
SEQ ID NO: 6607 AAAGGCGACACACACCTTTGC




3′-end
OGL80-3PriR
SEQ ID NO: 6608 AGACAGCCATCCTCACTCGC



Nest PCR
5′-end
OGL80-5nstPriF
SEQ ID NO: 6609 TTTGGTGCAGAGGCCGAGAA




3′-end
OGL80-3nstPriR
SEQ ID NO: 6610 AAGTAGCCAGGCAGACAACCA





OGL81
First PCR
5′-end
OGL81-5PriF
SEQ ID NO: 6611 CTAGGCAGGGTGGCATGAAAG





Spec-PriR1
SEQ ID NO: 6612 CCACGATCGACATTGATCTGGCTA




3′-end
OGL81-3PriR
SEQ ID NO: 6613 ACCATCAGAGGTTGTGAAGGCA





UnivDonor-3PriF
SEQ ID NO: 6614 CAAATTCCCACTAAGCGCTCGG



Nest PCR
5′-end
OGL81-5nstPriF
SEQ ID NO: 6615 AAGGGCAACTTCATGGTTCAACC





Spec-nstPriR1
SEQ ID NO: 6616 GTTGCCTTGGTAGGTCCAGC




3′-end
OGL81-3nstPriR
SEQ ID NO: 6617 ACCAGTAAATCCACAACCCATGGT





UnivDonor-3nstPriF
SEQ ID NO: 6618 GTAAAGGTGAGCAGAGGCACG





OGL03
First PCR
5′-end
OGL03-5PriF
SEQ ID NO: 6691 TATATGGTGGCCAATGGACGATGG




3′-end
OGL03-3PriR
SEQ ID NO: 6692 CCACAGGAGCAAGCAGTGAC



Nest PCR
5′-end
OGL03-5nstPriF
SEQ ID NO: 6693 CGCATCTTTGGGGGTAGTGG




3′-end
OGL03-3nstPriR
SEQ ID NO: 6694 AGTACCCAGTTGGTCTCGCC
















TABLE 10





List of all “In” primers for nested In-Out PCR


analysis of optimal genomic loci.



















All

5′-
Spec-
SEQ ID NO: 5473


Reac-

end
PriR1
CCACGATCGACATTGATCTGGCTA


tions
First
3′-
Uzi-
SEQ ID NO: 5474



PCR
end
PriF1
GGGATATGTGTCCTACCGTATCAGG



Nest
5′-
Spec-
SEQ ID NO: 5475



PCR
end
nstPriR1
GTTGCCTTGGTAGGTCCAGC




3′-
Uzi-
SEQ ID NO: 5476




end
nstPriF1
GAGCCATCAGTCCAACACTGC
















TABLE 11





Primers for ZFN cleavage activity.



















OGL 1
Control/
SEQ ID NO: 5477




ZFN 111879
TGGCACTAATCTCACCGGCT





SEQ ID NO: 5478





AGTCTTAGAAGTACGCTACCGT







OGL 2
Control/
SEQ ID NO: 5479




ZFN 111885
TACTTGGCTTCGGCGGCGA





SEQ ID NO: 5480





GGGTGACTTTTACGCGTCTCG







OGL 11
Control/
SEQ ID NO: 5481




ZFN 117402
GGTCACGACGCATGGCCTAA





SEQ ID NO: 5482





AGGATGCATGGATCACCGTC







OGL 12
Control/
SEQ ID NO: 5483




ZFN 117404
GCTCTGTTGTGCAGCCGTAC





SEQ ID NO: 5484





CGTTGCAGATACCACAGTGTAC







OGL 13
Control/
SEQ ID NO: 5485




ZFN 117429
GCTAGTAGCTGTTTACACGGCGTCT





SEQ ID NO: 5486





AGGTCGAGACAACCAAGTAGAG







OGL 14
Control/
SEQ ID NO: 5487




ZFN 117406
ACAGGACATCGAGCTTGCAT





SEQ ID NO: 5488





CAGAAGAAAGGCATCAACTCATG







OGL 15
Control/
SEQ ID NO: 5489




ZFN 117408
CTCTTTCACCTCTACTTTTACTTCAG





SEQ ID NO: 5490





ATTGAACCGTTGTCAAAGCCA



OGL 16
Control/
SEQ ID NO: 5491




ZFN 117411
CACAGCGTCAGGGCGGTAAC





SEQ ID NO: 5492





GGCACGCACCTGTCACTGAC







OGL 17
Control/
SEQ ID NO: 5493




ZFN 117413
GTACGCGCCCGGGAACTCCT





SEQ ID NO: 5494





CCTGCGGCCCACGTGCATCT










Deployment of the In-Out PCR assay in a protoplast targeting system was particularly challenging as large amounts of the plasmid DNA was used for transfection, and the large amount of DNA remains in the protoplast targeting system and was subsequently extracted along with cellular genomic DNA. The residual plasmid DNA may dilute the relative concentration of the genomic DNA and reduce the overall sensitivity of detection and can also be a significant cause of non-specific, aberrant PCR reactions. ZFN induced NHEJ-based donor insertion typically occurs in either a forward or a reverse orientation. In-Out PCR analysis of DNA for the forward orientation insertion often exhibited false positive bands, possibly due to shared regions of homology around the ZFN binding site in the target and donor that could result in priming and extension of unintegrated donor DNA during the amplification process. False positives were not seen in analyses that probed for reverse orientation insertion products and therefore all targeted donor integration analysis was carried out to interrogate reverse donor insertion in the RTA. In order to further increase specificity and reduce background, a nested PCR strategy was also employed. The nested PCR strategy used a second PCR amplification reaction that amplified a shorter region within the first amplification product of the first PCR reaction. Use of asymmetric amounts of “in” and “out” primers optimized the junctional PCR further for rapid targeting analysis at selected genomic loci.


The In-Out PCR analysis results were visualized on an agarose gel. For all Zea mays selected genomic loci of Table 12, “ZFN+ donor treatments” produced a near expected sized band at the 5′ and 3′ ends. Control ZFN or donor alone treatments were negative in the PCR suggesting that the method was specifically scoring for donor integration at the target site of at least 72 of the optimal nongenic maize genomic loci. All treatments were conducted in replicates of 3-6 and presence of the anticipated PCR product in multiple replicates (≧2 at both ends) was used to confirm targeting. Donor insertion through NHEJ often produces lower intensity side products that were generated due to processing of linearized ends at the target and/or donor ZFN sites. In addition, it was observed that different ZFNs resulted in different levels of efficiency for targeted integration, with some of the ZFNs producing consistently high levels of donor integration, some ZFNs producing less consistent levels of donor integration, and other ZFNs resulting in no integration. Overall, for each of the Zea mays selected genomic loci targets that were tested, targeted integration was demonstrated within the Zea mays representative genomic loci targets by one or more ZFNs, which confirms that each of these loci were targetable. Furthermore, each of the Zea mays selected genomic loci targets was suitable for precision gene transformation. The validation of these Zea mays selected genomic loci targets was repeated multiple times with similar results every time, thus confirming the reproducibility of the validation process which includes plasmid design and construct, protoplast transformation, sample processing, and sample analysis.


CONCLUSION

The donor plasmid and one ZFN designed to specifically cleave a Zea mays selected genomic loci targets were transfected into Zea mays c.v. Hi-II protoplasts and cells were harvested 24 hours later. Analysis of the genomic DNA isolated from control, ZFN treated and ZFN with donor treated protoplasts by in-out junctional PCR showed targeted insertion of the universal donor polynucleotide as a result of genomic DNA cleavage by the ZFNs (Table 12). These studies show that the universal donor polynucleotide system can be used to assess targeting at endogenous sites and for screening candidate ZFNs. Finally, the protoplast based Rapid Targeting Analysis and the novel universal donor polynucleotide sequence systems provide a rapid avenue for screening genomic targets and ZFNs for precision genome engineering efforts in plants. The methods can be extended to assess site specific cleavage and donor insertion at genomic targets in any system of interest using any nuclease that introduces DNA double or single strand breaks.









TABLE 12







Illustrates the results of the integration of a universal donor polynucleotide sequence within the Zea mays selected


genomic loci targets. As indicated by the * below, donor insertion within OGL73 was


only confirmed by a PCR reaction of the 5′ junction sequence.
















Cluster
ZFN
Donor
Targetable


Name
ID
Location
Assignment
(pDAB#)
(pDAB#)
Locus (Y/N)
















OGL01
optimal_ loci_204637_G1
chr5: 200298202 . . . 200301414
16
111879
111845
Y


OGL02
optimal_ loci_ 204726_G1
chr5: 200665730 . . . 200670667
03
111885
111846
Y


OGL08
optimal_ loci_31710
chr1: 194939396 . . . 194943360
23
117400
117415
Y


OGL11
optimal_ loci_64542
chr2: 72203716 . . . 72205045
14
117402
117416
Y


OGL12
optimal_ loci_156393
chr4: 154313884 . . . 154315253
10
117404
117417
Y


OGL15
preffered_loci_198387
chr5: 164712378 . . . 164713567
25
117408
117419
Y


OGL13
optimal_ loci_ 157315
chr4: 158710709 . . . 158711983
30
117429
117434
Y


OGL14
optimal_ loci_197372
chr5: 158680601 . . . 158681681
26
117406
117418
Y


OGL16
optimal_ loci_ 232228
chr6: 1144719567 . . . 144723469
28
117411
117420
Y


OGL17
optimal_ loci_ 285621
chr8: 118321357 . . . 118322528
06
117413
117421
Y


OGL04
optimal_ loci_43577
chr1: 256469704 . . . 256472666
20
124802
124812
Y


OGL05
optimal_ loci_301774
chr9: 23468085 . . . 23470278
15
121900
121926
Y


OGL06
optimal_ loci_232222
chr6: 144700575 . . . 144702126
20
124810
124813
Y


OGL07
optimal_ loci_203704
chr5: 194836270 . . . 194840217
12
121902
121930
Y


OGL09
optimal_ loci_59517
chr2: 43352132 . . . 43353146
1
118643
118697
Y


OGL10
optimal_ loci_ 25001
chr1: 151371224 . . . 151372260
1
118648
118686
Y


OGL18
optimal_ loci_112632
chr3: 128098856 . . . 128100257
2
123802
123810
Y


OGL19
optimal_ loci_28905
chr1: 177037718 . . . 177038919
2
123805
123809
Y


OGL20
optimal_ loci_129164
chr3: 221246027 . . . 221247542
3
121992
123808
Y


OGL21
optimal_ loci_2425
chr1: 128410845 . . . 12814490
3
118650
118697
Y


OGL22
optimal_ loci_122036
chr3: 184608166 . . . 184609697
4
118654
118688
Y


OGL23
optimal_ loci_5735
chr1: 29190279 . . . 29192844
4
118656
118689
Y


OGL24
optimal_ loci_178978
chr5: 35776311 . . . 35777560
5
118659
118690
Y


OGL25
optimal_ loci_288388
chr8: 133290442 . . . 133291481
5
118660
118697
Y


OGL26
optimal_ loci_60310
chr2: 47967092 . . . 47968271
5
118767
118787
Y


OGL27
optimal_ loci_243330
chr7: 34630402 . . . 34631577
6
118769
118787
Y


OGL28
optimal_ loci_127038
chr3: 210603611 . . . 210605198
7
118663
118697
Y


OGL29
optimal_ loci_262784
chr7: 155767046 . . . 155769049
7
118668
118691
Y


OGL30
optimal_ loci_344662
chr10: 119131667 . . . 119133955
7
118669
118692
Y


OGL31
optimal_ loci_153894
chr4: 139979597 . . . 139981225
8
118670
118693
Y


OGL32
optimal_ loci_28771
chr1: 176062139 . . . 176063611
8
118673
118694
Y


OGL33
optimal_ loci_1098
chr1: 5582601 . . . 5583834
9
118674
118695
Y


OGL34
optimal_ loci_97772
chr3: 30209253 . . . 30210607
9
118676
118696
Y


OGL35
optimal_ loci_236662
chr6: 165975716 . . . 165977010
10
118677
118697
Y


OGL36
optimal_ loci_139485
chr4: 42804231 . . . 42805751
11
118680
118697
Y


OGL37
optimal_ loci_301175
chr9: 20325171 . . . 20326621
11
118683
118764
Y


OGL38
optimal_ loci_152337
chr4: 130033092 . . . 130035481
12
118685
118765
Y


OGL39
optimal_ loci_202616
chr5: 188822901 . . . 188824814
12
123833
123809
Y


OGL40
optimal_ loci_282323
chr8: 100763204 . . . 100764398
13
118771
118787
Y


OGL41
optimal_ loci_262782
chr7: 155759080 . . . 155760097
13
121943
121983
Y


OGL42
optimal_ loci_236455
chr6: 164795991 . . . 164797027
14
121946
121984
Y


OGL43
optimal_ loci_162531
chr4: 189896984 . . . 189899332
15
121949
121985
Y


OGL44
optimal_ loci_344663
chr10: 119143167 . . . 119144795
15
121952
121986
Y


OGL45
optimal_ loci_337001
chr10: 77188319 . . . 77190007
16
121959
121987
Y


OGL46
optimal_ loci_238100
chr7: 4899227 . . . 4900708
16
121963
121988
Y


OGL48
optimal_ loci_264359
chr7: 163504241 . . . 163505487
17
121971
121990
Y


OGL49
optimal_ loci_282653
chr8: 102704765 . . . 102705924
18
121972
121991
Y


OGL50
optimal_ loci_80282
chr2: 173420834 . . . 173421870
18
124097
124295
Y


OGL51
optimal_ loci_291068
chr8: 148277606 . . . 148279985
19
123818
123831
Y


OGL52
optimal_ loci_56395
chr2: 24801482 . . . 24803132
19
118705
121201
Y


OGL54
optimal_ loci_114664
chr3: 140106950 . . . 140108061
21
118711
118792
Y


OGL57
optimal_loci_53137
chr2: 7304197 . . . 7305496
22
118718
118794
Y


OGL58
optimal_loci_344664
chr10: 119144949 . . . 119146850
23
118722
121208
Y


OGL59
optimal_loci_81941
chr2: 181418576 . . . 181421181
24
118726
121209
Y


OGL60
optimal_loci_321514
chr9: 140776147 . . . 140777584
24
118728
121210
Y


OGL61
optimal_loci_301180
chr9: 20328932 . . . 20330129
25
118732
121211
Y


OGL62
optimal_loci_348776
chr10: 142097590 . . . 142098803
26
118733
121212
Y


OGL63
optimal_loci_244439
chr7: 41068791 . . . 41070248
27
118735
118795
Y


OGL64
optimal_loci_348258
chr10: 139297032 . . . 139298517
27
118739
121214
Y


OGL65
optimal_loci_322501
chr9: 146078534 . . . 146080201
28
118742
121215
Y


OGL66
optimal_loci_244324
chr7: 40299412 . . . 40300584
29
118745
121216
Y


OGL67
optimal_loci_97232
chr3: 27463016 . . . 27464143
29
124081
124866
Y


OGL68
optimal_loci_282499
chr8: 101771408 . . . 101772767
30
125361
125366
Y


OGL69
optimal_loci_155031
chr4: 146991391 . . . 146993137
31
118753
121218
Y


OGL70
optimal_loci_301773
chr9: 23465509 . . . 23467762
31
124878
123880
Y


OGL71
optimal_loci_283161
chr8: 105321958 . . . 105323571
32
123829
123832
Y


OGL72
optimal_loci_55524
chr2: 20099003 . . . 20100485
32
118761
121221
Y


OGL73
optimal_loci_127268
chr3: 211767898 . . . 211770046
16
124086
124298
Y*


OGL74
optimal_loci_137693
chr4: 31118968 . . . 31122359
3
121904
121927
Y


OGL75
optimal_loci_265551
chr7: 170127188 . . . 170130734
3
121905
121927
Y


OGL76
optimal_loci_128078
chr3: 215482594 . . . 215485640
4
121917
121927
Y


OGL77
optimal_loci_168286
chr4: 219987223 . . . 219990695
4
121918
121928
Y


OGL78
optimal_loci_3733
chr1: 19232372 . . . 19235997
11
121909
121930
Y


OGL79
optimal_loci_203075
chr5: 191370802 . . . 191374627
12
121912
121929
Y


OGL80
optimal_loci_232484
chr6: 146122164 . . . 146125580
12
121981
121936
Y


OGL81
optimal_loci_136086
chr4: 22531506 . . . 22534989
27
124091
124298
Y









Example 7
Expression of Polynucleotide Donor Sequence within the Genomic Loci of Zea mays

Randomly integrated maize transformation events were generated by transformation with the pDAB105817 and pEPS1027 plasmids containing the aad-1 transgene, described in U.S. Pat. No. 7,838,733. (FIG. 14). Large numbers of events were produced and 1,027 stable events were analyzed to determine if any of the events contained a randomly integrated transgene within the Zea mays selected genomic loci targets via a genome flanking analysis method as described in U.S. Patent Application No. 2012/0258867. As such, the chromosomal location of the integrated transgene in 223 events was mapped within the Zea mays genome. The data, Table 13, indicated that the chromosomal location of the integrated transgenes demonstrated integration within hypomethylated regions (45-73%) and in transcriptional units (promoter/gene/3′UTR) downstream of at least 1 Kb areas (60%).









TABLE 13







Genomic and epigenomic context of the 1027 mapped events.











No. events
No. events
No. of total



mapped with
mapped with
number of



high confidence
low confidence
events













Count
107
116
223


100 by
102
61
163


hypomethylated





regions





2 kb
68
27
95


hypomethylated





regions





Gene body
45
26
71


Upstream 2 kb
32
11
43


Downstream
16
3
19


l kb





Repeat
9
62
71


Total
88
98
186


genic/repeat









The mapped events were further analyzed using the optimal locus predictive criteria described in Examples 1 and 2 (hypomethylated regions, unique regions, nongenic, non-repeat, proximal to genes in a 40 kB neighborhood, evidence of active expression in roots/shoots, evidence of recombination) and several randomly integrated events were identified within the Zea mays selected genomic loci targets (Table 14). For example, targeting within the Zea mays selected genomic loci targets optimal_loci232222 and optimal_loci127268 have been demonstrated using Rapid Testing Analysis and by in planta targeting, respectively.


The average length of the experimental Zea mays selected genomic loci targets were approximately 1 Kb and varying degrees of aad-1 expression was observed at each of the Zea mays selected genomic loci targets (Table 14). The average aad-1 expression analysis was conducted at the T1 plant transformation stage via a real-time PCR analysis of isolated transgenic leaf material. As such, random integration events within the Zea mays genome were capable of expressing a transgene within the experimental Zea mays selected genomic loci targets.









TABLE 14







Expression of the aad-1 transgene in randomly integrated within the optimal genomic loci.


The Location, Length and RNA expression for the aad-1 marker gene at the locus are shown.

















AAD1 RNA







Expression


Event ID
Optimal Genomic Loci Name
SEQ ID NO:
Location
Length
Avg T/R















G3_PL2863_1
optimal_loci_43565
655
chr1: 256293759 . . . 256295777
2018
22.687


027-nstPri3







H4_PL2783_1
optimal_loci_164397
4552
chr4: 199185401 . . . 199186813
1413
32.825


027-nstPri3







B6_PL2955_1
optimal_loci_232222
3357
chr6: 144700575 . . . 144702126
1553
3.1805


027-nstPri3







E7_PL3018_1
optimal_loci_125749
19
chr3: 204456962 . . . 204458140
1179
0.5185


027-nstPri3







E4_PL2955_1
optimal_loci_7953
1777
chr1: 41279823 . . . 41280909
1087
4.0805


027-nstPri3







A7_PL2746_1
optimal_loci_205643
2037
chr5: 205773760 . . . 205775465
1705
1.3761


027-nstPri3







F4_PL2978_1
optimal_loci_201819
2726
chr5: 184470152 . . . 184471958
1807
0.56075


027-nstPri3







B8_PL2955_1
optimal_loci_42519
1929
chr1: 250905847 . . . 250908881
3035
0.4591


027-nstPri3







B104/pDAB1
optimal_loci_127268
2709
chr3: 211,767,898 . . . 211,770,046
2149
1.54


05817{1}015.







001-1



































Number of genes
Average gene
Level of
Relative location





Recombination

Distance from the

in a 40 kb
expression in a
Nucleosome
within the
Number of




frequency in a
Level of OGL
OGL to the closest
GC % in the
neighborhood
40 kb
occupancy
chromosome
OGLs in a 1 Mb



Length of the
1 MB region
sequence
gene in its
OGL
around the
neighborhood
around the
(proximity to
region around


OGL ID
OGL
around the OGL
uniqueness
neighborhood
sequence
OGL
around the OGL
OGL
centromere)
the OGL

























optimal_loci_141_G1
1151
1.762917
19.72
10615
39.53
3
0.994628114
0.247
0.995110469
4


optimal_loci_144_G1
1629
1.762917
0
12985
50.58
3
0.994628114
0.5
0.995059769
4


optimal_loci_168_G1
1078
1.61634
0
3093
47.3
4
20.09560715
0.514
0.992690193
4


optimal_loci_195_G1
1028
0.982617
22.37
1001
38.61
1
11.29280113
0.215
0.99229317
4


optimal_loci_444_G1
2593
0.544453
35.75
3651
35.48
1
1.556021429
0.134
0.982865573
2


optimal_loci_445_G1
1330
0.544453
10.6
1249
36.39
1
1.556021429
0.3
0.982847701
2


optimal_loci_535_G1
3121
1.93197
5.31
1001
49.05
3
11.12779061
0.481
0.978366615
5


optimal_loci_557_G1
1067
2.481339
0
15992
42.36
1
5.776709427
0.248
0.977298936
6


optimal_loci_625_G1
1014
3.355066
0
1001
38.46
3
5.876923554
0.293
0.975005915
6


optimal_loci_628_G1
1222
3.373899
0
3314
50.4
3
5.876923554
0.354
0.974898973
6


optimal_loci_638_G1
2038
3.27174
2.36
4972
49.31
2
1.383591852
0.41
0.974701719
6


optimal_loci_650_G1
2412
3.2379
0
7154
55.3
1
10.90270876
0.731
0.974398058
5


optimal_loci_827_G1
2368
2.89912
0
4237
50.8
2
0.077566736
0.607
0.966860052
11


optimal_loci_856_G1
1067
2.704681
0
2086
48.92
1
3.231810412
0.412
0.966178497
13


optimal_loci_857_G1
2350
3.352892
0
1001
37.7
1
3.231810412
0.062
0.966125952
13


optimal_loci_858_G1
1387
3.368528
0
3960
37.05
1
3.231810412
0.05
0.966111101
14


optimal_loci_861_G1
1387
3.33734
0
7121
43.47
1
3.231810412
0.469
0.966087582
14


optimal_loci_877_G1
3205
3.441965
3.65
1001
52.38
2
33.88506673
0.579
0.965772954
15


optimal_loci_897_G1
1158
4.28108
5.79
2359
39.03
3
1.600327134
0.213
0.964815848
16


optimal_loci_899_G1
1474
4.28108
34.26
4878
38.67
3
1.600327134
0.31
0.964794754
16


optimal_loci_908_G1
1103
4.28108
0
8527
44.42
5
3.743287562
0.278
0.96473151
16


optimal_loci_913_G1
1224
4.28108
2.37
4275
61.27
4
4.232624355
0.712
0.964699874
16


optimal_loci_919_G1
1318
4.108832
18.59
1001
49.92
5
21.47846729
0.363
0.964606317
16


optimal_loci_978_G1
1448
3.157154
0
2001
45.64
4
20.05751478
0.212
0.962951637
16


optimal_loci_984_G1
1106
3.157154
0
2403
63.65
7
8.932988157
0.709
0.962745454
16


optimal_loci_989_G1
3508
3.300461
0
6547
51.65
1
19.79392737
0.407
0.962365774
17


optimal_loci_994_G1
1212
3.565712
0
13086
34.24
1
19.79392737
0.222
0.962334204
15


optimal_loci_1024_G1
1050
3.347472
9.81
19468
41.71
1
2.961478685
0.505
0.96112401
17


optimal_loci_1044_G1
1107
3.158041
0
2007
53.38
4
17.64968313
0.419
0.96024474
12


optimal_loci_1075_G1
3104
2.67965
0
3955
40.14
3
26.94552083
0.344
0.958885841
10


optimal_loci_1077_G1
1705
2.67965
5.92
2001
37.3
3
26.94552083
0.108
0.958863557
10


optimal_loci_1079_G1
2033
2.67965
5.41
1489
50.46
3
26.94552083
0.459
0.95881003
10


optimal_loci_1098_G1
1234
2.780217
0
5231
55.42
1
182.626325
0.598
0.958453616
9


optimal_loci_1122_G1
2962
2.696832
0
3710
55.7
4
4.474779038
0.653
0.957965521
9


optimal_loci_1125_G1
1704
2.680075
0
1200
49.06
3
3.864097548
0.412
0.957927961
9


optimal_loci_1197_G1
2597
2.298471
1.27
4150
37.54
1
3.679516793
0.225
0.954839903
7


optimal_loci_1209_G1
1017
2.881375
0
2525
50.83
4
18.96083651
0.3
0.954027946
4


optimal_loci_1214_G1
1249
2.881375
23.22
6647
44.91
3
25.28111535
0.293
0.953965506
4


optimal_loci_1217_G1
2597
2.881375
37.66
1065
36.23
5
22.98794007
0.161
0.953747619
4


optimal_loci_1314_G1
1046
2.343475
11.09
2022
35.94
1
3.060076745
0.251
0.949548118
5


optimal_loci_1317_G1
1241
2.343475
2.74
11102
48.83
2
16.41305621
0.359
0.949420074
5


optimal_loci_1354_G1
1009
2.643982
36.27
1001
40.93
2
4.348145791
0.141
0.947555476
8


optimal_loci_1362_G1
1062
2.596837
23.54
2359
47.92
4
5.518672085
0.322
0.947371443
9


optimal_loci_1379_G1
1060
3.237749
30.09
4561
36.88
1
2.90843939
0.21
0.94591093
10


optimal_loci_1382_G1
1442
3.237749
4.3
1273
38.97
3
14.10824565
0.219
0.945642693
8


optimal_loci_1416_G1
1141
3.092295
0
19833
36.8
1
31.58293622
0.001
0.944723534
8


optimal_loci_1438_G1
1216
2.654868
4.28
2650
38.81
1
1.139784848
0.136
0.944236436
9


optimal_loci_1450_G1
1069
3.283236
0
2151
38.54
4
7.840503628
0.2
0.943760751
11


optimal_loci_1479_G1
2891
3.220867
7.96
4010
38.11
2
22.53145908
0.187
0.942632403
10


optimal_loci_1531_G1
1251
4.483067
0
1023
38.68
2
2.555363414
0.142
0.940787976
8


optimal_loci_1553_G1
1011
4.516747
0
10028
43.71
3
8.666855182
0.347
0.940327597
7


optimal_loci_1554_G1
1584
4.516747
0
8405
38.25
3
8.666855182
0.202
0.940315521
7


optimal_loci_1564_G1
1139
4.516747
0
1631
52.58
4
6.506181351
0.451
0.940210491
7


optimal_loci_1651_G1
1381
4.848085
7.17
2001
40.91
3
6.720707876
0.225
0.937086049
5


optimal_loci_1760_G1
1045
1.456051
0
1001
42.67
2
18.94302616
0.19
0.933249204
5


optimal_loci_1771_G1
1041
1.529016
0
1001
48.89
5
13.52108314
0.512
0.93262619
5


optimal_loci_1811_G1
1288
1.72731
2.72
3252
47.67
1
1.982319031
0.429
0.931385938
5


optimal_loci_1812_G1
1845
1.72731
6.18
4573
41.08
1
1.982319031
0.352
0.931371964
5


optimal_loci_1814_G1
1140
1.72731
0
10063
41.84
1
1.982319031
0.062
0.931336362
5


optimal_loci_1901_G1
1128
2.994309
30.94
2001
37.94
1
9.687699471
0.271
0.926265179
2


optimal_loci_1912_G1
1013
5.111349
0
10771
43.92
1
24.69651467
0.164
0.925429144
2


optimal_loci_1993_G1
1676
5.237859
8.65
7115
51.96
1
72.13759189
0.686
0.921616629
14


optimal_loci_2003_G1
1110
3.665929
0
1731
39.81
3
18.46241818
0.161
0.921264405
14


optimal_loci_2014_G1
1425
4.072832
0
6394
50.38
1
11.26133949
0.419
0.92062846
16


optimal_loci_2058_G1
1631
3.532103
36.73
2001
34.7
2
4.363429422
0.208
0.919506719
17


optimal_loci_2059_G1
1881
3.532103
6.17
1062
34.76
2
4.363429422
0.103
0.919461049
17


optimal_loci_2065_G1
1345
3.532103
8.03
6083
36.57
3
2.908952948
0.241
0.919356853
17


optimal_loci_2067_G1
2179
3.532103
39.7
1681
49.74
3
2.908952948
0.477
0.9193241
17


optimal_loci_2085_G1
1018
3.921883
0
2487
33.59
1
6.403415156
0
0.918921376
17


optimal_loci_2089_G1
1189
3.922634
0
2742
47.35
1
6.403415156
0.41
0.918855818
17


optimal_loci_2099_G1
1054
3.922634
16.22
2193
53.32
3
3.212324232
0.59
0.918392969
17


optimal_loci_2103_G1
1148
3.920215
0
2001
61.06
5
23.56310006
0.486
0.918337932
18


optimal_loci_2104_G1
1364
3.920588
0
1001
57.25
5
23.56310006
0.581
0.918327537
18


optimal_loci_2107_G1
1114
3.920043
0
3221
61.93
5
23.56310006
0.565
0.918279754
18


optimal_loci_2109_G1
1662
3.920043
8.97
2931
32
4
28.24187981
0.062
0.918254464
18


optimal_loci_2144_G1
1166
4.359676
0
1001
38.76
2
3.0407807
0.11
0.917151987
16


optimal_loci_2145_G1
1023
4.359676
18.38
2313
40.76
2
3.0407807
0.189
0.917143289
16


optimal_loci_2164_G1
1162
4.510942
0
6712
44.06
2
27.68671345
0.227
0.916511161
15


optimal_loci_2183_G1
1851
1.500135
0
1001
51.53
2
29.38735736
0.632
0.914627857
9


optimal_loci_2230_G1
1422
2.146715
5.66
2001
42.96
3
8.093391992
0.381
0.911043661
4


optimal_loci_2288_G1
1005
4.889778
0
2305
44.67
5
6.736261772
0.289
0.908244241
10


optimal_loci_2304_G1
1742
5.102126
15.44
5795
37.19
3
1.244801123
0.147
0.907607173
14


optimal_loci_2338_G1
1338
5.187835
0
6396
54.26
4
290.4975527
0.522
0.906932031
13


optimal_loci_2339_G1
1123
5.187835
0
4704
61.53
3
383.5718436
0.585
0.906919442
13


optimal_loci_2344_G1
1012
5.187835
18.97
1390
34.68
2
574.6776887
0.153
0.906810751
13


optimal_loci_2376_G1
1204
4.530283
11.46
2440
38.78
1
0.021097089
0.175
0.905817068
13


optimal_loci_2424_G1
1295
5.197383
11.89
11671
40.69
1
34.12760531
0.233
0.904683333
13


optimal_loci_2425_G1
3646
5.197383
7.3
7741
46.9
2
17.06380265
0.506
0.904654092
13


optimal_loci_2428_G1
1318
5.197383
22.15
5162
42.86
2
17.06380265
0.326
0.904634903
13


optimal_loci_2451_G1
1307
4.936769
3.52
5965
49.8
2
3.299835243
0.42
0.904289338
12


optimal_loci_2453_G1
1043
4.936769
0
7705
47.36
2
3.299835243
0.315
0.904278356
12


optimal_loci_2457_G1
2590
4.936769
1.39
14471
51.85
2
3.299835243
0.673
0.904216503
12


optimal_loci_2459_G1
1551
4.936769
0
17976
57.18
2
3.299835243
0.575
0.904198155
12


optimal_loci_2648_G1
1714
2.299355
1.63
8459
49.53
2
3.697785991
0.358
0.899100037
3


optimal_loci_2664_G1
1652
3.322662
0
3268
47.39
1
20.72616287
0.48
0.898213304
4


optimal_loci_2697_G1
1109
2.493383
0
2813
54.46
1
0.920413948
0.624
0.89555285
6


optimal_loci_2719_G1
1346
1.867214
0
2001
38.93
1
13.50480412
0.293
0.894613557
7


optimal_loci_2781_G1
2115
1.82215
38.49
2300
35.36
3
3.378126793
0.221
0.892923914
8


optimal_loci_2792_G1
1491
1.44159
0
3816
38.9
3
3.378126793
0.218
0.892839777
8


optimal_loci_2847_G1
1462
1.016508
15.18
5160
40.76
1
31.43259932
0.254
0.8917925
7


optimal_loci_2855_G1
2667
1.016508
23.55
5664
35.62
1
31.43259932
0.079
0.891671436
7


optimal_loci_2877_G1
1392
3.288193
0
1918
42.09
2
2.450275248
0.166
0.889786265
13


optimal_loci_2883_G1
1776
3.288193
0
7070
38.17
2
2.450275248
0.111
0.889745074
13


optimal_loci_2922_G1
3619
4.283331
1.08
2393
48.3
2
38.04877138
0.337
0.887788668
11


optimal_loci_2929_G1
1521
4.283331
0
12020
52.26
4
19.25151997
0.586
0.887720811
11


optimal_loci_2949_G1
1028
4.283331
2.72
2434
37.93
1
11.30966101
0
0.887354591
11


optimal_loci_2952_G1
1031
4.283331
0
4475
44.51
1
11.30966101
0.264
0.887339382
11


optimal_loci_2959_G1
2997
4.283331
2.54
10039
56.62
2
8.778257016
0.713
0.887211682
11


optimal_loci_2976_G1
1491
4.283331
20.19
4727
46.27
3
2.082284339
0.277
0.887070112
11


optimal_loci_2993_G1
2059
2.026961
0
4625
54.2
1
3.309036076
0.65
0.886335007
11


optimal_loci_3016_G1
1257
2.026961
5.09
6113
43.43
1
167.9691338
0.229
0.885810022
9


optimal_loci_3051_G1
1631
1.869173
0
2001
61.61
3
4.685791449
0.658
0.884523132
10


optimal_loci_3142_G1
2867
2.689704
0
1001
55.42
1
6.048693577
0.562
0.880941771
6


optimal_loci_3147_G1
1716
2.624457
0
2447
42.65
2
3.091999065
0.397
0.880622329
5


optimal_loci_3155_G1
1834
2.624457
0
1001
54.74
2
3.091999065
0.495
0.880482359
5


optimal_loci_3160_G1
1755
2.368372
12.99
6639
49.8
1
0.332283554
0.32
0.879972753
5


optimal_loci_3203_G1
1758
1.960224
0
12483
52.5
2
3.749654734
0.362
0.877596533
5


optimal_loci_3278_G1
1496
0.551557
0
13026
51
1
0.0978642
0.412
0.873491875
4


optimal_loci_3279_G1
1574
0.551557
32.47
11282
40.4
1
0.0978642
0.216
0.873478899
4


optimal_loci_3280_G1
1143
0.551557
10.5
9745
36.22
1
0.0978642
0.165
0.873467463
4


optimal_loci_3282_G1
2910
0.551557
0
6173
42.95
1
0.0978642
0.181
0.873440885
4


optimal_loci_3423_G1
1053
3.41382
13.01
4016
46.05
4
27.35019546
0.291
0.868773743
7


optimal_loci_3430_G1
2846
3.388195
0
2563
41.98
6
9.413705275
0.268
0.868409107
8


optimal_loci_3433_G1
1323
3.267962
26.46
4243
42.4
5
8.692940648
0.25
0.868375372
8


optimal_loci_3451_G1
2909
3.197778
0
2857
38.53
3
4.474422446
0.082
0.867166607
8


optimal_loci_3455_G1
2127
3.480523
0
1001
48.14
2
1.640208201
0.596
0.866900975
8


optimal_loci_3460_G1
1267
3.480523
0
4820
55.95
2
1.640208201
0.503
0.866878958
8


optimal_loci_3466_G1
1024
3.480523
29.79
10996
40.82
2
1.640208201
0.273
0.866834814
8


optimal_loci_3498_G1
1236
1.526293
0
12011
50.4
2
48.02506617
0.444
0.864756659
10


optimal_loci_3595_G1
1044
1.114121
2.68
5669
45.97
1
4.299051222
0.345
0.861429293
8


optimal_loci_3605_G1
2781
1.113712
1.26
7112
46.27
1
4.299051222
0.351
0.861291972
8


optimal_loci_3606_G1
1599
1.113712
0
9940
50.03
1
4.299051222
0.408
0.861279725
8


optimal_loci_3640_G1
1273
1.912519
0
8690
34.09
2
0.102629761
0.165
0.85994381
10


optimal_loci_3649_G1
1560
1.853888
0
2088
40.64
1
0.05280726
0.058
0.859407909
10


optimal_loci_3673_G1
1978
1.623379
14.56
15794
36.65
1
26.19342066
0.167
0.858940283
10


optimal_loci_3705_G1
1599
1.389297
7.44
2106
36.83
4
54.69216478
0.204
0.85791942
10


optimal_loci_3733_G1
3626
0.775751
3.17
14910
58.08
1
36.8970222
0.671
0.856875022
9


optimal_loci_3741_G1
2009
0.775751
10.65
2374
42.11
2
44.69442336
0.467
0.856714368
9


optimal_loci_3742_G1
1072
0.775751
4.2
2025
34.98
2
44.69442336
0.248
0.856702165
9


optimal_loci_3877_G1
1140
0.138883
4.47
18568
46.84
1
1.477141613
0.31
0.853698616
5


optimal_loci_3885_G1
4424
0.138883
0.63
11768
48.12
2
11.06380836
0.402
0.853562329
5


optimal_loci_3976_G1
1786
0.164675
0
1001
39.86
1
433.0851054
0.133
0.848080885
1


optimal_loci_4065_G1
1463
0.519426
0
12853
33.42
2
4.726553134
0.042
0.843643876
1


optimal_loci_4160_G1
3368
1.103192
25.24
3181
45.13
4
6.609911267
0.365
0.838576607
7


optimal_loci_4161_G1
1404
1.103192
0
5463
55.27
4
6.609911267
0.566
0.838564516
7


optimal_loci_4162_G1
3429
1.103192
0
2001
43.59
4
6.609911267
0.249
0.838538757
7


optimal_loci_4166_G1
1624
0.452612
0
2648
54.31
2
11.06033262
0.516
0.83843128
7


optimal_loci_4168_G1
2269
0.452612
15.91
2881
58.74
2
11.06033262
0.563
0.838407924
7


optimal_loci_4177_G1
1069
0.452612
0
13330
50.51
1
4.144796403
0.535
0.838268698
7


optimal_loci_4265_G1
1163
0.882696
0
17617
40.58
1
5.933948611
0.216
0.836213237
8


optimal_loci_4358_G1
1096
1.44233
0
1012
48.26
2
10.54192483
0.577
0.832606905
4


optimal_loci_4384_G1
2843
1.295085
14.03
1001
53.85
5
8.080097473
0.562
0.831568073
8


optimal_loci_4385_G1
1305
1.295085
22.38
1169
45.36
5
8.080097473
0.348
0.831445558
8


optimal_loci_4420_G1
1054
1.506298
30.08
2730
39.08
1
0.118320026
0.106
0.828481466
11


optimal_loci_4427_G1
1354
1.506298
0
7204
43.2
1
0.118320026
0.097
0.828445945
11


optimal_loci_4431_G1
1277
1.456949
36.18
17014
40.32
1
0.118320026
0.268
0.828373527
12


optimal_loci_4441_G1
1266
1.508054
14.53
7357
43.75
1
1.668752012
0.198
0.828102135
14


optimal_loci_4447_G1
3421
1.465072
0
2473
59.31
1
1.668752012
0.6
0.82799125
14


optimal_loci_4465_G1
1695
1.552655
12.33
6839
43.59
2
2.427661501
0.29
0.827363519
12


optimal_loci_4470_G1
2202
1.616642
0
3329
52.86
3
7.487953654
0.533
0.827154568
12


optimal_loci_4471_G1
2446
1.616642
0
5689
54.74
4
5.61596524
0.47
0.827135193
12


optimal_loci_4472_G1
1762
1.616642
0
5288
51.87
4
5.61596524
0.501
0.827114561
12


optimal_loci_4544_G1
1173
1.904105
0
1001
46.2
2
11.08252821
0.253
0.824683661
11


optimal_loci_4546_G1
1284
1.904105
8.41
3413
38.7
2
1.923620392
0.301
0.824559293
10


optimal_loci_4549_G1
1354
1.904105
2.22
1880
59.37
2
19.76041069
0.468
0.824483921
10


optimal_loci_4674_G1
1938
0.696321
32.04
5446
33.95
1
12.77974205
0.181
0.821090945
10


optimal_loci_4704_G1
1291
0.923729
15.03
15938
53.83
1
2.71856824
0.593
0.820004442
9


optimal_loci_4717_G1
1395
0.923729
4.01
3425
40.86
1
2.71856824
0.294
0.819911339
9


optimal_loci_4721_G1
1044
0.903937
0
3941
55.74
2
15.89171465
0.513
0.819841161
9


optimal_loci_4723_G1
1470
0.903937
29.46
5953
49.86
2
15.89171465
0.448
0.819823021
9


optimal_loci_4741_G1
1026
1.601481
0
7247
58.57
1
5.3050065
0.589
0.819187924
10


optimal_loci_4745_G1
1241
1.601481
2.5
2001
47.21
1
5.3050065
0.127
0.819148891
10


optimal_loci_4819_G1
2018
0.79928
0
2354
51.53
1
58.92282379
0.424
0.816424978
9


optimal_loci_4825_G1
1544
0.79928
2.53
3351
44.49
1
58.92282379
0.375
0.816351369
9


optimal_loci_4851_G1
1077
0.560723
0
1549
37.04
2
8.93256229
0.151
0.815923966
6


optimal_loci_4924_G1
1309
1.442388
29.03
6513
48.58
2
8.100071493
0.497
0.812589315
2


optimal_loci_5007_G1
1746
2.1117
3.38
3964
44.84
1
8.42162261
0.553
0.808649539
2


optimal_loci_5038_G1
1020
2.019556
37.84
2788
37.74
2
37.38301299
0.214
0.807980685
2


optimal_loci_5152_G1
1775
1.174499
14.65
5103
47.66
2
16.60562234
0.388
0.803231235
5


optimal_loci_5177_G1
2188
1.178051
6.63
3592
49.54
1
2.395997004
0.512
0.802288795
5


optimal_loci_5179_G1
1298
1.178051
4.01
2001
54.69
1
2.395997004
0.736
0.802276957
6


optimal_loci_5240_G1
1091
3.352873
17.42
1001
40.51
1
0.597701311
0.2
0.799770982
11


optimal_loci_5241_G1
1493
3.352873
0
2001
47.01
1
0.597701311
0.55
0.799724874
11


optimal_loci_5267_G1
1386
3.80779
32.18
1280
37.73
3
5.077399855
0.164
0.798548869
9


optimal_loci_5278_G1
1195
4.302836
0
3289
37.48
4
5.712146575
0.067
0.798448467
8


optimal_loci_5284_G1
2217
4.302836
3.43
2952
43.7
4
4.597249728
0.203
0.79830314
8


optimal_loci_5288_G1
1042
4.302836
33.3
4396
43.57
4
4.597249728
0.497
0.798275372
8


optimal_loci_5301_G1
1295
4.302836
0
10103
54.59
2
0.152942505
0.705
0.798072939
9


optimal_loci_5303_G1
1675
2.789403
0
12238
54.86
2
0.152942505
0.523
0.798054226
9


optimal_loci_5385_G1
1138
1.460982
0
1676
40.94
3
7.667374239
0.144
0.794390655
4


optimal_loci_5417_G1
1865
1.086419
23.65
13865
38.82
1
14.06932808
0.333
0.793004747
2


optimal_loci_5545_G1
2238
2.003561
30.12
13513
36.32
2
4.331342949
0.017
0.788677098
5


optimal_loci_5551_G1
1259
1.927181
0
8087
57.34
2
14.79025054
0.719
0.788244115
5


optimal_loci_5552_G1
1373
1.923923
0
9453
52.51
2
14.79025054
0.603
0.788233103
5


optimal_loci_5553_G1
1028
1.923185
0
11072
39.88
2
14.79025054
0.193
0.788223624
5


optimal_loci_5607_G1
2049
2.134787
7.13
2239
41.97
3
10.64286957
0.327
0.787089933
5


optimal_loci_5728_G1
1079
1.263874
21.96
17103
41.89
1
13.27024894
0.346
0.782920432
9


optimal_loci_5735_G1
2566
1.505242
10.48
3304
59.54
1
8.328344883
0.539
0.782791339
12


optimal_loci_5757_G1
1160
1.852207
0
6997
52.84
1
23.18619617
0.382
0.781304405
14


optimal_loci_5773_G1
1601
1.853432
5.5
3965
47.72
1
10.03717269
0.438
0.78034814
14


optimal_loci_5791_G1
1105
1.853432
0
5967
43.52
1
9.10231746
0.369
0.780128631
14


optimal_loci_5792_G1
1527
1.853432
1.83
7679
42.56
1
9.10231746
0.341
0.780112753
14


optimal_loci_5793_G1
1776
1.853432
0
9530
42.73
1
9.10231746
0.339
0.780097128
14


optimal_loci_5823_G1
1201
2.031953
15.99
10846
38.3
1
4.860147555
0.299
0.779225067
14


optimal_loci_5825_G1
2101
2.031953
0
8028
40.4
1
4.860147555
0.154
0.7792041
14


optimal_loci_5828_G1
1081
2.031953
0
3023
47.17
2
2.430073778
0.351
0.77916686
13


optimal_loci_5829_G1
1769
2.031953
0
1001
52.96
2
2.430073778
0.502
0.779151815
13


optimal_loci_5836_G1
1333
2.031953
0
4021
40.88
2
2.430073778
0.203
0.779066369
13


optimal_loci_5863_G1
1835
1.879968
2.89
1001
45.17
1
1.121452974
0.26
0.778332054
15


optimal_loci_5872_G1
1140
1.735365
26.23
10676
42.71
1
1.121452974
0.486
0.778265238
16


optimal_loci_5976_G1
1404
0.881883
0
5057
43.73
1
9.494875344
0.303
0.774918438
7


optimal_loci_5982_G1
2277
0.787433
11.73
2099
49.18
2
4.747437672
0.389
0.774818847
7


optimal_loci_5983_G1
3278
0.787433
6.71
2001
44.81
4
0.203608686
0.396
0.774668125
7


optimal_loci_5985_G1
1218
0.772606
14.04
1001
47.12
4
0.203608686
0.41
0.774587835
6


optimal_loci_6095_G1
2157
0.585779
0
2620
58.59
1
12.62016873
0.56
0.771691979
5


optimal_loci_6209_G1
2735
1.183263
0
2001
47.09
1
1.164561217
0.336
0.763595231
7


optimal_loci_6211_G1
1454
1.183263
0
5617
47.04
1
1.164561217
0.509
0.763577857
7


optimal_loci_6213_G1
1088
1.183263
38.24
8028
52.94
1
1.164561217
0.455
0.763562641
7


optimal_loci_6242_G1
1912
0.833339
13.55
5364
41.78
2
24.65985781
0.226
0.763006853
7


optimal_loci_6262_G1
1074
0.981536
17.69
7948
46.74
3
3.883493015
0.412
0.761816719
7


optimal_loci_6270_G1
1548
0.981536
21.19
2784
47.09
2
26.31429733
0.263
0.76131744
7


optimal_loci_6276_G1
1042
0.722503
0
2907
44.33
2
26.31429733
0.273
0.761175655
7


optimal_loci_6366_G1
3067
0.405366
10.53
11153
42.22
2
0.014956037
0.303
0.757040677
4


optimal_loci_6381_G1
1663
0.641973
1.92
1138
46.9
1
4.699691557
0.341
0.756287507
4


optimal_loci_6388_G1
1589
0.641973
0
6403
52.04
1
4.699691557
0.49
0.75620744
5


optimal_loci_6422_G1
1012
1.630877
0
10308
42.09
2
6.757920618
0.368
0.75438378
9


optimal_loci_6456_G1
1403
2.19278
4.35
5882
38.63
1
25.13022052
0.31
0.752519144
7


optimal_loci_6470_G1
1153
2.19278
0
7451
53.77
1
25.13022052
0.443
0.752386771
6


optimal_loci_6475_G1
1593
2.19278
0
17468
52.85
1
25.13022052
0.471
0.752308966
6


optimal_loci_6510_G1
1363
2.858521
0
2163
50.84
3
40.33504934
0.563
0.751276942
8


optimal_loci_6518_G1
1006
2.858521
0
3668
32.1
3
5.256160573
0.09
0.751092753
8


optimal_loci_6602_G1
2225
0.795966
1.26
5798
44.67
3
8.348114403
0.372
0.748197455
7


optimal_loci_6603_G1
2842
0.795966
0
8056
53.06
3
8.348114403
0.413
0.748176064
7


optimal_loci_6638_G1
1278
0.020253
28.95
3637
39.67
1
0.539972941
0.251
0.745829122
6


optimal_loci_6665_G1
1430
0.039099
0
17932
43
1
19.33029757
0.428
0.744835618
6


optimal_loci_6666_G1
1662
0.039099
8.06
16237
43.5
1
19.33029757
0.205
0.744823006
6


optimal_loci_6733_G1
1909
0.037927
31.48
1001
45.2
3
13.40717925
0.18
0.742432247
11


optimal_loci_6775_G1
1497
0.035611
1.73
10124
46.49
1
3.664276091
0.332
0.740986451
10


optimal_loci_6793_G1
1449
0.027553
4
10655
38.37
1
11.2783208
0.12
0.740137909
10


optimal_loci_6803_G1
1758
0.027553
0
1001
48
1
11.2783208
0.332
0.740066079
10


optimal_loci_6804_G1
1056
0.027553
2.65
2001
60.98
3
5.87411037
0.634
0.739962262
10


optimal_loci_6805_G1
2123
0.027553
13.19
3090
44.41
4
15.39489093
0.491
0.73994622
10


optimal_loci_6806_G1
1860
0.027553
0
2588
46.12
4
15.39489093
0.391
0.739930067
10


optimal_loci_6808_G1
2047
0.027553
0
1529
56.03
4
15.39489093
0.599
0.739869598
10


optimal_loci_6841_G1
1634
0.147935
0
2001
50.73
1
3.893134174
0.45
0.738003393
10


optimal_loci_6855_G1
2940
0.164609
4.69
1591
43.8
2
10.04898499
0.43
0.737809978
10


optimal_loci_6908_G1
1551
0.305043
2.06
11561
41.39
2
10.0811258
0.141
0.735138832
7


optimal_loci_6925_G1
3060
0.361468
12.09
1564
48.23
4
81.86403318
0.389
0.733919464
5


optimal_loci_6932_G1
1269
0.338669
2.6
1001
33.72
2
1.667651035
0.189
0.733508936
5


optimal_loci_6935_G1
1049
0.321296
0
4872
38.41
1
12.7941427
0.211
0.73301439
6


optimal_loci_6937_G1
1228
0.321296
0
2933
40.96
1
12.7941427
0.266
0.732999963
6


optimal_loci_7054_G1
1154
0.158738
0
6727
45.66
1
0.426403384
0.461
0.729496823
3


optimal_loci_7187_G1
1224
0.167022
12.99
1001
52.61
1
13.50603816
0.347
0.723205766
1


optimal_loci_7267_G1
2239
0.080736
0
3470
50.15
2
0.298799073
0.508
0.7194041
3


optimal_loci_7355_G1
1394
0.250544
29.41
2413
37.01
2
77.70132465
0.07
0.716261086
6


optimal_loci_7374_G1
1035
0.254727
19.81
6582
49.46
1
3.202976028
0.574
0.715678065
6


optimal_loci_7375_G1
1052
0.254727
4.18
8023
38.87
1
3.202976028
0.385
0.715667217
5


optimal_loci_7377_G1
1071
0.261707
0
10287
32.39
1
3.202976028
0.074
0.715650231
5


optimal_loci_7392_G1
1225
0.22112
17.96
4088
47.42
2
6.865646723
0.44
0.714816689
5


optimal_loci_7456_G1
3017
0.370803
1.56
2360
48.06
5
22.30375504
0.429
0.71081006
5


optimal_loci_7478_G1
3146
0.35259
6.33
19653
51.39
1
4.048418853
0.429
0.709699323
5


optimal_loci_7483_G1
1282
0.304701
0
2182
41.1
1
74.44689501
0.38
0.708948229
5


optimal_loci_7497_G1
3090
0.310757
2.04
4537
48.83
1
6.750339546
0.394
0.707913638
6


optimal_loci_7507_G1
2424
0.314481
8.25
1001
52.22
1
46.36409035
0.455
0.707311972
9


optimal_loci_7567_G1
1129
0.808359
35.96
3061
42.24
5
3.102203808
0.399
0.704217202
15


optimal_loci_7575_G1
1040
0.947362
0
7538
30.86
3
0.067674625
0.054
0.704113824
14


optimal_loci_7578_G1
1572
0.947362
4.9
10215
40.13
3
0.067674625
0.127
0.704089948
14


optimal_loci_7580_G1
1449
0.918583
0
2793
37.47
3
3.054008388
0.213
0.703998199
14


optimal_loci_7602_G1
1287
0.800491
2.25
3973
37.99
2
26.65034815
0.164
0.703123571
15


optimal_loci_7606_G1
2098
1.002903
1.53
1200
53.81
2
26.65034815
0.566
0.703102939
15


optimal_loci_7610_G1
1513
0.972441
2.41
3483
49.1
2
28.05284615
0.314
0.702940067
15


optimal_loci_7677_G1
1252
0.99883
0
8994
34.42
1
0.211480263
0.175
0.701049747
18


optimal_loci_7686_G1
1247
0.99883
0
8326
36.08
2
59.37279745
0.182
0.700864531
18


optimal_loci_7692_G1
1353
0.952613
4.58
1018
54.1
1
118.5341146
0.513
0.70067657
18


optimal_loci_7697_G1
2816
0.952613
4.19
4664
51.63
1
118.5341146
0.574
0.700638557
18


optimal_loci_7699_G1
1149
0.963644
0
15554
56.48
1
118.5341146
0.599
0.700569933
18


optimal_loci_7700_G1
1386
0.964257
36
16736
54.47
1
118.5341146
0.293
0.700559375
18


optimal_loci_7723_G1
1110
0.895844
0
16500
55.49
1
61.7595277
0.563
0.699414509
15


optimal_loci_7724_G1
1200
0.895844
0
15242
46.25
1
61.7595277
0.293
0.699405149
15


optimal_loci_7748_G1
2022
0.433691
0
10649
53.21
2
51.75286618
0.533
0.699125856
12


optimal_loci_7782_G1
2090
0.433691
1.96
7101
38.56
1
2.018493798
0.363
0.698208735
12


optimal_loci_7783_G1
1587
0.433691
0
5431
49.84
1
2.018493798
0.432
0.69819631
12


optimal_loci_7857_G1
1006
0.541515
21.37
14925
43.33
1
10.03648326
0.134
0.695698862
11


optimal_loci_7937_G1
1138
0.451276
26.1
5405
38.92
4
4.807646079
0.09
0.693245915
6


optimal_loci_7943_G1
1327
0.442126
37.91
3883
46.11
2
9.605093478
0.386
0.693110551
6


optimal_loci_7946_G1
1382
0.442126
13.89
6290
47.53
2
9.605093478
0.532
0.693092232
6


optimal_loci_7953_G1
1087
0.43103
0
1001
52.16
2
14.9380337
0.647
0.692850379
6


optimal_loci_7969_G1
1374
0.274538
2.24
1027
39.88
1
0.024135834
0.261
0.692143571
7


optimal_loci_8053_G1
3731
0.086922
12.38
8538
34.95
2
11.78786692
0.121
0.688422083
4


optimal_loci_8076_G1
1768
0.149979
9.9
7124
34.1
2
9.527129738
0.079
0.687275603
5


optimal_loci_8113_G1
1301
0.225157
2.15
3242
45.11
2
23.15317428
0.342
0.686299933
5


optimal_loci_8127_G1
1216
0.229819
33.06
3906
44.98
2
4.024261264
0.351
0.683981347
6


optimal_loci_8131_G1
1220
0.229819
4.51
1001
48.03
2
4.024261264
0.333
0.683927225
6


optimal_loci_8190_G1
1533
0.974755
9.2
2346
36.13
4
14.11393795
0.159
0.681128006
4


optimal_loci_8193_G1
1294
0.974755
5.33
5701
41.19
4
14.11393795
0.311
0.681051912
4


optimal_loci_8310_G1
1013
2.89445
32.58
2001
30.2
3
57.20028428
0.394
0.674914338
6


optimal_loci_8324_G1
1037
3.380917
0
2001
58.53
3
6.181965628
0.566
0.674326034
6


optimal_loci_8326_G1
1378
3.380917
2.76
3309
47.67
3
6.181965628
0.445
0.674313765
6


optimal_loci_8339_G1
1177
3.241783
13.25
1001
38.06
2
12.23483761
0.243
0.672789315
6


optimal_loci_8390_G1
1363
3.194924
21.32
4240
44.75
3
61.81035401
0.187
0.671368051
6


optimal_loci_8391_G1
1100
3.197226
0
5374
42.81
3
61.81035401
0.252
0.671346317
6


optimal_loci_8554_G1
1059
0.165947
0
9657
41.64
2
2.832105954
0.1
0.665644695
3


optimal_loci_8561_G1
1385
0.165947
0
1001
38.33
2
2.832105954
0.173
0.665520818
3


optimal_loci_8601_G1
1111
0.165947
27.9
6255
41.58
2
1.801908047
0.127
0.664243631
3


optimal_loci_8699_G1
1044
1.311307
0
1566
33.71
3
0.25473009
0.13
0.659628824
3


optimal_loci_8701_G1
1861
1.311307
14.4
1537
42.07
4
0.425871889
0.284
0.659611503
3


optimal_loci_8776_G1
1086
2.147955
20.99
4686
36.18
2
16.54547941
0.125
0.655957693
4


optimal_loci_8870_G1
3271
1.258413
3.12
1358
52.43
2
78.74086903
0.453
0.652632708
5


optimal_loci_8885_G1
1762
2.534411
0
3979
48.35
4
10.12537104
0.384
0.651423519
4


optimal_loci_8897_G1
2099
2.440985
8.81
1299
39.25
1
2.279378386
0.35
0.650859524
4


optimal_loci_8914_G1
1621
2.45419
5.74
2182
34.91
2
8.65879336
0.077
0.649259382
5


optimal_loci_8952_G1
1033
2.434861
7.84
4823
41.91
2
5.022829212
0.24
0.64680192
3


optimal_loci_9017_G1
1083
0.849213
0
2001
32.31
2
3.660893972
0.082
0.644152984
3


optimal_loci_9082_G1
1176
0.995597
0
2001
51.7
3
0.005946027
0.784
0.642027917
4


optimal_loci_9208_G1
1008
0.609865
0
1732
48.41
3
3.8697641
0.302
0.638858876
7


optimal_loci_9222_G1
4319
0.609865
4.49
2159
49.36
3
3.8697641
0.524
0.638758504
7


optimal_loci_9234_G1
1759
0.609865
1.78
14927
52.87
1
23.98721535
0.474
0.638076027
6


optimal_loci_9235_G1
2366
0.609865
0
7043
54.9
1
23.98721535
0.565
0.638017366
6


optimal_loci_9236_G1
1132
0.609865
0
5878
64.13
1
23.98721535
0.781
0.638008698
6


optimal_loci_9250_G1
1140
0.609865
8.51
2398
43.24
1
19.21761933
0.214
0.637696585
6


optimal_loci_9383_G1
2665
0.049255
33.21
14211
36.99
1
1.68076566
0
0.632602969
1


optimal_loci_9573_G1
2038
0.678551
36.41
2389
38.66
3
3.542859748
0.208
0.622865618
3


optimal_loci_9629_G1
1133
0.975742
25.51
3254
38.48
3
101.6829737
0.12
0.620483132
10


optimal_loci_9633_G1
1351
1.115086
24.35
1458
41.82
2
0.183978988
0.374
0.620227098
10


optimal_loci_9657_G1
1907
1.179086
34.77
3267
42.42
5
11.48966433
0.243
0.618302701
9


optimal_loci_9679_G1
1465
1.113368
12.15
4836
37.54
1
22.47996169
0.177
0.617610729
9


optimal_loci_9680_G1
1431
1.113368
0
3255
42.27
1
22.47996169
0.165
0.617598966
9


optimal_loci_9685_G1
1147
1.093941
5.84
2638
45.42
1
22.47996169
0.22
0.617529695
9


optimal_loci_9687_G1
2267
1.093941
1.81
4687
44.59
1
22.47996169
0.204
0.617506116
9


optimal_loci_9690_G1
1546
1.093941
0
9535
43.53
1
22.47996169
0.268
0.617475409
9


optimal_loci_9693_G1
1331
1.093941
0
12418
45.3
1
22.47996169
0.322
0.617455558
9


optimal_loci_9811_G1
2379
0.282427
24
3618
56.95
1
166.3398338
0.657
0.611891064
4


optimal_loci_9832_G1
1234
0.216784
24.47
2109
40.76
1
8.911102067
0.173
0.611181451
4


optimal_loci_9843_G1
1295
0.177754
0
7024
34.13
1
1.405568871
0.056
0.610570484
4


optimal_loci_9852_G1
1046
0.177754
0
1790
55.35
1
1.405568871
0.555
0.610471674
4


optimal_loci_9940_G1
2168
1.51479
2.68
2001
47.27
1
13.49658105
0.275
0.606208884
3


optimal_loci_10030_G1
2501
1.547849
0
6610
53.93
1
14.35755727
0.68
0.602566801
5


optimal_loci_10033_G1
2220
1.547849
2.34
2618
51.26
1
14.35755727
0.397
0.602537098
5


optimal_loci_10082_G1
1523
1.688913
2.69
2153
45.17
2
96.22956343
0.608
0.600955097
5


optimal_loci_10086_G1
1346
1.681541
14.26
13833
39.74
1
7.579623569
0.138
0.600809449
5


optimal_loci_10181_G1
1106
0.245467
0
1903
60.12
1
1.263847783
0.611
0.597229978
3


optimal_loci_10382_G1
1314
0.288465
24.96
2001
34.39
2
11.77748289
0.161
0.586984449
3


optimal_loci_10387_G1
1087
0.288465
2.76
5395
43.14
2
11.77748289
0.237
0.586960885
3


optimal_loci_10419_G1
1423
0.427579
0
3405
36.54
2
10.28984048
0.062
0.585220432
5


optimal_loci_10467_G1
1170
0.686121
7.01
4622
39.82
1
13.93766814
0.158
0.582823504
4


optimal_loci_10471_G1
1031
0.778282
29
1279
50.14
1
13.93766814
0.279
0.582742158
5


optimal_loci_10513_G1
1203
1.47036
0
3956
54.28
3
0.752553337
0.406
0.58093715
6


optimal_loci_10537_G1
1425
1.526092
3.09
2014
50.59
4
39.75724094
0.521
0.579014338
7


optimal_loci_10538_G1
1012
1.526092
0
4410
39.32
4
39.75724094
0.162
0.578999583
6


optimal_loci_10540_G1
1286
1.526092
0
5833
41.75
3
25.83468107
0.212
0.578986957
6


optimal_loci_10631_G1
1267
1.166018
0
1001
37.17
2
20.96832526
0.072
0.576656451
6


optimal_loci_10633_G1
1050
1.166018
0
3320
35.14
2
20.96832526
0.094
0.576640811
6


optimal_loci_10697_G1
2114
0.170467
31.6
5072
44.46
1
10.67453458
0.389
0.57398215
3


optimal_loci_10878_G1
3135
0.396549
0
19405
47.94
1
42.97263234
0.366
0.565080223
4


optimal_loci_10883_G1
1281
0.128737
31.46
14704
42.38
1
42.97263234
0.027
0.565045246
4


optimal_loci_10884_G1
1191
0.128737
3.53
12988
54.99
1
42.97263234
0.373
0.565032478
4


optimal_loci_10919_G1
1114
0.160994
0
1158
33.75
2
2.970274442
0.109
0.563071525
4


optimal_loci_11051_G1
1862
0.211163
7.95
2001
38.93
1
42.11417497
0.133
0.555336034
3


optimal_loci_11169_G1
1161
0.087237
9.47
2191
49.61
2
59.51880917
0.563
0.552508118
3


optimal_loci_11170_G1
1041
0.087237
0
1001
52.64
3
102.8048951
0.4
0.552449903
3


optimal_loci_11268_G1
1296
0.693545
14.04
16780
35.26
1
8.59812967
0.088
0.547812507
3


optimal_loci_11269_G1
1333
0.693545
18.6
18164
46.21
1
8.59812967
0.475
0.547801935
3


optimal_loci_11276_G1
1325
0.693545
0
3015
40.37
2
7.077168932
0.15
0.547063996
3


optimal_loci_11368_G1
1507
0.829076
5.57
1552
45.58
3
2.692167469
0.223
0.54140997
1


optimal_loci_11463_G1
1079
0.863703
19.83
13386
33.08
1
28.82793269
0.024
0.536018281
2


optimal_loci_11532_G1
1740
0.449025
9.37
3209
33.44
5
1.23357691
0.112
0.533509211
3


optimal_loci_11552_G1
1244
0.086722
0
8363
34.56
2
3.84932272
0.069
0.531993891
3


optimal_loci_11590_G1
1009
0.013247
30.13
3571
42.81
1
48.5510861
0.351
0.529728333
4


optimal_loci_11664_G1
1151
0.251496
5.08
5620
43.78
1
66.83366388
0.354
0.526490402
4


optimal_loci_11671_G1
1642
0.308453
7.31
12621
29.23
3
22.79587405
0.163
0.526311577
4


optimal_loci_11765_G1
2495
0.576848
5.49
2516
47.21
1
0.6208928
0.267
0.523158423
4


optimal_loci_11875_G1
1318
0.150668
33.84
5301
36.26
2
0.133971089
0.093
0.519706235
2


optimal_loci_12197_G1
1588
0.459055
6.93
9252
51.57
1
85.10926704
0.343
0.506563862
2


optimal_loci_12248_G1
1087
0.454063
8.65
1810
50.32
1
9.567827412
0.392
0.504583415
2


optimal_loci_12600_G1
1998
1.475944
0
3644
48.74
1
6.277971263
0.436
0.485893616
1


optimal_loci_12753_G1
1285
1.366417
23.35
15089
37.35
1
20.20422279
0.221
0.480166667
4


optimal_loci_12754_G1
1150
0.426581
0
13906
61.13
1
20.20422279
0.511
0.480157865
4


optimal_loci_12762_G1
1104
0.426581
6.25
1001
31.06
2
125.3939211
0.048
0.480016071
4


optimal_loci_12793_G1
2168
0.239027
20.2
14542
34.68
1
7.347597431
0.066
0.478118378
4


optimal_loci_12883_G1
1272
1.626637
0
4357
38.28
1
0.623568323
0.186
0.473829568
2


optimal_loci_12969_G1
1621
1.626637
0
3347
41.14
1
11.838924
0.164
0.471265625
3


optimal_loci_12998_G1
1599
2.292658
0
2490
34.02
1
38.34413298
0.068
0.470094509
3


optimal_loci_13066_G1
1112
1.636187
0
8206
37.67
2
6.087227098
0.047
0.467466652
2


optimal_loci_13288_G1
1294
0.503234
0
1001
44.97
1
5.360286943
0.363
0.458341131
1


optimal_loci_13456_G1
1335
0.127873
21.42
2001
45.24
1
85.6582528
0.573
0.449616369
1


optimal_loci_13557_G1
1862
0.268679
20.77
1880
39.09
2
5.842853262
0.243
0.444856109
3


optimal_loci_13558_G1
1073
0.268679
34.78
4846
38.02
2
5.842853262
0.168
0.444839911
3


optimal_loci_13570_G1
1543
0.262066
0
1023
44.58
1
8.974322515
0.288
0.444684881
3


optimal_loci_13679_G1
1142
0.236161
0
3361
36.51
1
21.24201486
0.093
0.439042783
2


optimal_loci_13754_G1
1290
0.389212
8.91
3477
37.9
1
15.33230619
0.243
0.436276868
4


optimal_loci_13800_G1
1267
0.613452
0
2001
53.43
1
4.831481253
0.584
0.434847545
3


optimal_loci_13860_G1
1005
0.84795
0
3348
47.76
1
0.290502133
0.458
0.432737121
4


optimal_loci_13931_G1
1005
0.977745
0
7644
44.77
1
26.31136074
0.263
0.430044635
3


optimal_loci_14015_G1
1276
0.985339
0
2001
53.6
2
0.417581768
0.579
0.426912783
4


optimal_loci_14034_G1
1973
1.055384
9.22
1806
66.34
1
14.32697457
0.718
0.426019918
3


optimal_loci_14037_G1
1246
1.055384
0
3013
55.21
1
14.32697457
0.618
0.42596407
3


optimal_loci_14380_G1
1540
0.013771
7.08
19750
46.81
1
12.40313901
0.199
0.410248862
1


optimal_loci_14600_G1
1212
0.742189
0
4476
53.21
2
20.38515676
0.416
0.401135335
4


optimal_loci_14629_G1
1052
0.681853
0
2001
53.61
3
1.722608898
0.528
0.399701503
4


optimal_loci_14644_G1
1118
0.839564
0
1001
38.81
1
0.43089278
0.123
0.399030149
4


optimal_loci_14679_G1
1251
0.960286
7.75
2325
37.41
1
0.039588839
0.216
0.398336228
4


optimal_loci_14823_G1
1590
0.697809
0
1001
28.8
2
3.898908238
0
0.393031704
2


optimal_loci_14838_G1
2168
0.656697
10.61
2361
36.76
2
6.494991498
0.276
0.39285378
2


optimal_loci_14898_G1
1211
0.048627
0
2001
39.3
1
29.29655873
0.153
0.388703683
4


optimal_loci_14904_G1
1881
0.048627
35.14
8297
41.67
1
29.29655873
0.193
0.388651853
4


optimal_loci_14955_G1
1577
0.223812
0
4607
40.13
2
16.89962509
0.158
0.385499926
5


optimal_loci_14956_G1
1175
0.223812
12.43
6261
39.48
2
16.89962509
0.213
0.38549061
5


optimal_loci_14988_G1
2958
0.311782
4.56
1407
36.78
2
5.676741968
0.032
0.384674769
3


optimal_loci_15098_G1
1743
0.205753
0
12748
39.75
1
44.91609922
0.234
0.379557173
2


optimal_loci_15153_G1
1254
0.331649
0
1232
36.04
1
0.141733571
0
0.37765971
3


optimal_loci_15227_G1
3089
0.205304
7.96
2292
39.43
2
0.907429188
0.142
0.374562574
2


optimal_loci_15388_G1
1425
0.197088
12.84
3497
36
1
15.19364142
0.176
0.368898869
2


optimal_loci_15412_G1
1231
0.231211
0
3609
59.22
2
14.57761848
0.933
0.367375298
2


optimal_loci_15538_G1
1353
0.126236
12.66
1147
39.61
1
20.94837083
0.153
0.36090096
2


optimal_loci_15558_G1
1313
0.136592
0
4246
35.49
2
9.926160535
0.168
0.360114018
2


optimal_loci_15623_G1
1589
0.211199
0
12631
38.82
2
16.23809566
0.172
0.355447865
1


optimal_loci_15703_G1
1196
0.53291
0
2585
37.54
2
1.826061235
0.092
0.351484993
1


optimal_loci_15794_G1
1188
0.431496
0
3209
42.5
2
1.436859446
0.206
0.346938088
2


optimal_loci_15828_G1
1431
0.681062
31.31
8865
31.23
1
2.869193659
0
0.345947418
3


optimal_loci_15895_G1
1965
0.992948
11.15
1015
50.43
2
121.9794617
0.569
0.342814576
4


optimal_loci_15961_G1
2313
0.708119
14.31
16781
42.84
1
34.86229561
0.296
0.341416882
4


optimal_loci_15964_G1
1218
0.710031
2.3
14701
36.94
1
34.86229561
0.278
0.341401406
4


optimal_loci_16030_G1
1224
0.012886
2.86
4903
37.82
1
222.1464292
0.112
0.338869985
3


optimal_loci_16396_G1
1193
1.449954
10.31
16231
39.06
1
5.198069065
0.287
0.323384516
3


optimal_loci_16432_G1
1092
1.813261
0
9410
44.87
1
36.75397262
0.254
0.321148006
4


optimal_loci_16436_G1
2481
1.9038
11.81
15462
55.5
1
36.75397262
0.552
0.320922805
4


optimal_loci_16479_G1
1376
0.421655
13.3
18684
51.3
1
15.30422394
0.453
0.319313415
7


optimal_loci_16534_G1
1407
0.391508
0
5755
35.6
2
7.947263678
0.4
0.317111868
5


optimal_loci_16535_G1
1966
0.391508
18.31
7343
35.7
2
7.947263678
0.035
0.317095893
5


optimal_loci_16548_G1
1163
0.391508
21.84
3472
61.65
1
20.17586161
0.682
0.316425967
5


optimal_loci_16549_G1
1486
0.391508
0
1867
53.23
1
20.17586161
0.515
0.316414025
5


optimal_loci_16717_G1
1455
0.271729
13.4
14900
33.05
2
17.11118907
0.067
0.309467813
6


optimal_loci_16718_G1
1556
0.271729
0
17533
41.96
2
17.11118907
0.29
0.30944747
6


optimal_loci_16730_G1
1231
0.263044
2.27
13281
35.98
1
0.041101011
0.169
0.309106473
6


optimal_loci_16738_G1
1273
0.263044
5.5
2001
33.22
1
0.041101011
0.119
0.308963475
6


optimal_loci_16769_G1
1789
0.268036
19.01
2546
37.84
1
2.249835338
0.219
0.307511362
6


optimal_loci_16772_G1
1503
0.268036
4.92
1953
46.37
1
2.249835338
0.315
0.307454576
6


optimal_loci_16922_G1
1405
0.260618
0
9579
39.78
2
1.211905099
0.086
0.301172054
1


optimal_loci_17413_G1
2121
0.445976
9.9
10418
49.59
1
1.142048288
0.345
0.28116125
1


optimal_loci_17536_G1
2176
0.136731
11.86
2333
40.21
1
4.081236377
0.186
0.274482768
1


optimal_loci_17645_G1
1133
0.143408
0
2001
38.57
2
4.145164277
0.194
0.268478199
2


optimal_loci_17718_G1
1048
0.136822
19.66
5471
40.17
1
24.64682834
0.329
0.265209673
2


optimal_loci_17930_G1
1451
0.135701
0
12579
57.2
2
5.861051041
0.677
0.256129174
1


optimal_loci_18343_G1
1181
0.288672
0
6351
42.25
2
9.952352183
0.239
0.239315744
1


optimal_loci_18450_G1
1422
0.305057
0
1540
48.52
1
9.206449522
0.385
0.234023415
1


optimal_loci_18698_G1
1018
0.179202
34.53
15902
37.03
1
1.330007457
0.199
0.221503698
1


optimal_loci_19015_G1
1207
0.177841
0
1001
38.77
2
20.86042949
0.287
0.204605089
3


optimal_loci_19073_G1
1507
0.175506
0
2001
48.1
2
17.32070507
0.499
0.202502195
3


optimal_loci_19093_G1
1168
0.014192
0
1001
40.06
2
6.09958815
0.154
0.201706853
3


optimal_loci_19848_G1
1141
0.087337
0
4304
33.3
1
0.058332362
0.177
0.16207122
1


optimal_loci_20568_G1
2974
0.02816
20.44
2057
39.81
2
0.365307593
0.207
0.12416814
2


optimal_loci_20623_G1
1030
0.049876
39.61
4179
65.63
1
1.471580223
0.528
0.121610275
2


optimal_loci_20899_G1
1110
0.022727
0
4149
44.23
1
8.028679239
0.49
0.109657478
2


optimal_loci_20910_G1
1580
0.020914
5.13
11397
47.4
1
8.028679239
0.425
0.109600052
2


optimal_loci_24242_G1
1166
0.214805
0
19512
37.65
1
7.713961533
0.114
0.070597055
1


optimal_loci_24777_G1
1106
0.042095
0
5252
54.52
2
3.639627836
0.881
0.091295098
2


optimal_loci_24784_G1
1008
0.040266
21.83
1620
37.5
1
13.86676006
0.107
0.091500695
2


optimal_loci_25001_G1
1037
0.042739
17.94
12602
58.72
1
93.27353588
0.738
0.098411885
1


optimal_loci_25099_G1
1541
0.046799
0
7039
42.95
1
5.509738271
0.222
0.102912813
2


optimal_loci_25102_G1
1717
0.037586
22.95
3593
38.78
1
9.295802385
0.093
0.103207383
2


optimal_loci_25470_G1
2068
0.031907
0
9843
50.43
1
5.339401699
0.566
0.116174846
1


optimal_loci_25586_G1
1404
0.081797
0
2228
58.61
2
27.87444258
0.582
0.121350768
2


optimal_loci_25653_G1
1707
0.151596
7.91
1001
41.41
2
2.144517122
0.222
0.12406936
2


optimal_loci_25737_G1
1153
0.149674
22.2
9400
40.32
2
1.605517346
0.426
0.127477865
3


optimal_loci_25738_G1
1555
0.149674
0
5028
42.57
2
1.605517346
0.366
0.12750173
3


optimal_loci_25741_G1
1057
0.149674
0
2624
37.74
2
1.605517346
0.034
0.127519175
3


optimal_loci_26001_G1
1481
0.157634
0
17075
43.14
1
14.03167646
0.172
0.138132707
3


optimal_loci_26033_G1
1013
0.157634
19.84
6218
45.8
1
2.600571215
0.486
0.13941615
3


optimal_loci_26052_G1
1017
0.157634
38.94
13422
41.88
1
79.94940496
0.194
0.140059031
3


optimal_loci_26311_G1
1027
0.091166
0
3318
56.76
2
0.018299609
0.538
0.151018687
2


optimal_loci_26347_G1
2243
0.079907
19.57
1903
40.57
1
0.078952173
0.222
0.153407861
5


optimal_loci_26389_G1
1373
0.093649
35.18
18640
51.05
1
1.071189135
0.534
0.154329774
5


optimal_loci_26395_G1
1566
0.093649
23.88
14750
45.91
1
1.071189135
0.378
0.154544719
5


optimal_loci_26433_G1
1642
0.089924
5.54
2701
50.66
1
3.802624659
0.544
0.15541021
5


optimal_loci_26476_G1
1339
0.092099
0
1636
57.28
2
6.164501178
0.558
0.156505355
4


optimal_loci_27175_G1
1132
0.056153
0
2682
38.07
2
132.8751096
0.052
0.178146951
4


optimal_loci_27178_G1
1174
0.056153
0
2398
46.33
2
132.8751096
0.26
0.178201371
4


optimal_loci_27184_G1
1077
0.056153
16.43
6506
47.35
2
132.8751096
0.462
0.178226066
4


optimal_loci_27185_G1
1362
0.056153
9.1
8297
33.7
1
265.4488881
0.081
0.178236832
4


optimal_loci_27258_G1
1409
0.119309
11.43
3290
32.71
2
64.22537745
0.177
0.182830472
1


optimal_loci_27955_G1
1180
0.586681
0
2597
41.61
1
25.45456244
0.24
0.213588637
1


optimal_loci_28113_G1
1494
0.305679
0
11530
44.04
1
34.98726783
0.341
0.219717941
1


optimal_loci_28294_G1
1216
0.549195
0
14238
30.09
2
0.016467518
0
0.227585789
1


optimal_loci_28517_G1
1347
0.949343
0
1313
49.51
3
8.510783271
0.335
0.236160177
3


optimal_loci_28538_G1
1921
0.817545
19.26
1673
36.23
2
2.683111723
0.07
0.236671634
3


optimal_loci_28560_G1
1705
0.695191
2.87
10160
45.63
1
0.02866405
0.327
0.23752354
4


optimal_loci_28627_G1
1345
0.309986
38.66
13192
37.32
1
0.609944317
0.108
0.24051556
2


optimal_loci_28700_G1
2659
0.674724
31.59
2791
34.37
1
10.97385632
0.12
0.244253009
3


optimal_loci_28732_G1
1030
0.868756
39.42
1001
33.39
1
3.777040016
0.122
0.245805949
3


optimal_loci_28771_G1
1473
1.001132
12.22
2869
44.39
3
4.514351346
0.332
0.246835698
3


optimal_loci_28905_G1
1202
0.310837
6.74
3085
43.67
4
132.9767715
0.228
0.252700169
1


optimal_loci_28998_G1
1859
0.675156
0
14439
45.88
1
0.971050988
0.444
0.256054777
1


optimal_loci_29158_G1
2344
0.590675
0
7037
41.63
1
1.206277533
0.204
0.260837899
3


optimal_loci_29179_G1
2139
0.590675
34.13
7485
40.62
3
1.833020781
0.319
0.261004441
3


optimal_loci_29180_G1
1970
0.590675
34.62
4810
40.25
3
1.833020781
0.122
0.261021537
3


optimal_loci_29352_G1
1434
0.85151
0
1765
46.37
2
8.704487768
0.334
0.267923253
4


optimal_loci_29395_G1
1449
1.153892
0
3180
48.3
1
0.349529177
0.369
0.269478628
4


optimal_loci_29396_G1
1031
1.153892
27.26
2091
39.57
1
0.349529177
0.161
0.269487687
4


optimal_loci_29415_G1
1161
0.940082
0
1785
53.05
1
0.17391138
0.661
0.270057736
4


optimal_loci_29513_G1
1119
1.621101
13.23
2472
46.38
2
3.602733112
0.127
0.273651274
1


optimal_loci_29843_G1
2204
1.141486
7.94
2764
36.11
2
1.179432428
0.04
0.286318942
4


optimal_loci_29860_G1
1222
1.295009
0
2075
42.55
1
102.5274595
0.249
0.287296033
4


optimal_loci_29871_G1
1347
1.353481
0
2560
54.86
3
4.939906671
0.586
0.287748441
4


optimal_loci_29890_G1
1008
0.857665
0
1118
42.65
2
2.992143939
0.214
0.289052298
4


optimal_loci_29982_G1
1025
1.228404
28.49
2950
42.43
2
13.06454895
0.101
0.293439595
3


optimal_loci_29984_G1
1301
1.228404
0
4507
44.04
2
13.06454895
0.327
0.293448955
3


optimal_loci_29988_G1
1223
1.228404
0
1001
36.71
2
17.96773761
0.213
0.293671672
3


optimal_loci_30074_G1
1030
0.093084
7.09
1854
59.02
3
0.013958382
0.551
0.298318752
2


optimal_loci_30076_G1
1033
0.094071
0
3093
47.14
3
0.013958382
0.486
0.298331081
2


optimal_loci_30421_G1
1153
0.277871
0
8259
58.45
1
0.416174054
0.504
0.3141474
3


optimal_loci_30422_G1
2412
0.277871
0
2001
36.15
1
0.416174054
0.157
0.31417745
3


optimal_loci_30432_G1
1444
0.277871
0
6728
57.89
3
4.805464672
0.613
0.314571357
3


optimal_loci_30584_G1
1359
2.837071
0
5107
44
2
16.851732
0.31
0.319249113
1


optimal_loci_30711_G1
2466
0.475893
5.03
1011
51.7
2
0.007854302
0.637
0.324023385
3


optimal_loci_30714_G1
2395
0.475801
1.29
1298
35.69
2
1.922277199
0.103
0.324190865
3


optimal_loci_30715_G1
2722
0.475801
1.43
3806
56.79
2
1.922277199
0.499
0.324205942
3


optimal_loci_30777_G1
1101
0.542932
0
2934
43.68
1
0.10264377
0.296
0.327522198
2


optimal_loci_30845_G1
2462
0.632445
0
2108
35.74
4
5.090210943
0.06
0.32936796
2


optimal_loci_31008_G1
1403
0.727193
16.46
5941
34.85
1
48.41586095
0.074
0.333512455
2


optimal_loci_31025_G1
1331
0.874186
0
11116
46.43
1
42.93358149
0.488
0.33383071
2


optimal_loci_31101_G1
1671
3.829776
37.94
14720
35.24
1
11.15668503
0.222
0.338310947
2


optimal_loci_31147_G1
1071
2.417029
31
9079
47.24
1
0.031099928
0.522
0.340414358
3


optimal_loci_31177_G1
2402
2.681721
0
2001
46
4
6.875760686
0.415
0.341824428
2


optimal_loci_31474_G1
1399
0.017106
0
2114
45.31
1
0.027202357
0.375
0.351369937
2


optimal_loci_31481_G1
1083
0.017106
0
1930
37.76
1
0.532444614
0.197
0.351606072
2


optimal_loci_31567_G1
1037
1.6267
0
1096
39.44
1
207.3989086
0.095
0.355992636
4


optimal_loci_31611_G1
1263
1.116997
0
3431
40.77
1
3.405537984
0.242
0.35742621
6


optimal_loci_31621_G1
1630
1.116997
33.93
1220
38.46
1
69.73762547
0.206
0.357600741
6


optimal_loci_31669_G1
2884
0.92146
1.11
7263
55.72
1
3.201549358
0.408
0.358782786
8


optimal_loci_31710_G1
3965
1.089961
4.19
4043
45.29
1
1.771070208
0.361
0.36031203
7


optimal_loci_31712_G1
1470
1.089961
0
8650
57.27
1
1.771070208
0.826
0.360339723
7


optimal_loci_31763_G1
1015
1.272812
0
7054
39.01
1
0.640332023
0.096
0.361740681
5


optimal_loci_31764_G1
3580
1.281486
1.45
2963
43.85
1
0.640332023
0.345
0.361749854
5


optimal_loci_31876_G1
1442
0.723993
39.67
16431
37.51
1
7.544476076
0.332
0.365464327
1


optimal_loci_31980_G1
1003
1.712125
0
2781
49.95
2
37.9822666
0.524
0.369303901
1


optimal_loci_32088_G1
1372
1.428143
2.84
4917
57.28
2
10.74347696
0.733
0.373086759
4


optimal_loci_32090_G1
1211
1.428143
0
3211
49.54
2
10.74347696
0.335
0.373098402
4


optimal_loci_32133_G1
2162
1.302793
0
1061
57.12
1
8.65402018
0.545
0.375038829
5


optimal_loci_32137_G1
1469
1.302793
0
4930
33.83
1
8.65402018
0.163
0.375062087
5


optimal_loci_32236_G1
1833
1.67013
11.35
1171
51.28
1
1.805231204
0.461
0.377479947
5


optimal_loci_32267_G1
1004
2.333205
0
18757
44.12
1
18.65471202
0.36
0.378630288
4


optimal_loci_32299_G1
1410
2.458319
0
3351
65.17
1
0.530054277
0.772
0.379900572
6


optimal_loci_32346_G1
1059
2.735521
0
3350
47.87
1
0.399254003
0.609
0.381587689
6


optimal_loci_32355_G1
1293
2.735521
5.03
6018
38.28
1
1.459995485
0.138
0.381919884
5


optimal_loci_32356_G1
1733
2.735521
9.23
4155
32.83
1
1.459995485
0.15
0.381928438
5


optimal_loci_32383_G1
1931
2.344027
0
2001
40.96
3
1.280595607
0.044
0.38318988
5


optimal_loci_32446_G1
3313
1.53928
2.69
2363
56.53
1
0.147158364
0.68
0.385163639
3


optimal_loci_32522_G1
1455
2.675096
0
1142
52.57
3
4.220543906
0.4
0.387720606
7


optimal_loci_32559_G1
1269
3.504185
33.88
2081
34.75
3
1.246949896
0.15
0.389280435
6


optimal_loci_32585_G1
1660
3.6962
21.02
6841
34.09
2
9.879981618
0.214
0.39009403
6


optimal_loci_32588_G1
2764
3.6962
7.27
2589
28.14
1
19.7153205
0.208
0.390112954
6


optimal_loci_32612_G1
2321
3.302941
11.16
3923
35.76
3
8.537009607
0.252
0.390700658
7


optimal_loci_32613_G1
1040
3.302941
0
2776
33.26
3
8.537009607
0.055
0.390715253
7


optimal_loci_32689_G1
1142
1.753269
3.42
1370
45.44
5
167.6740698
0.325
0.393672451
6


optimal_loci_32717_G1
2032
1.194649
1.48
1258
47.88
3
123.2244064
0.46
0.394526743
4


optimal_loci_32718_G1
1210
1.194649
3.64
2001
45.12
3
123.2244064
0.28
0.394574604
4


optimal_loci_32753_G1
1394
0.757841
0
1135
60.68
1
0.261670469
0.675
0.395897661
4


optimal_loci_32914_G1
1084
1.143933
0
2884
35.14
2
0.029804097
0.199
0.402473446
2


optimal_loci_32979_G1
1718
1.285847
0
2075
40.8
2
0.42220368
0.297
0.403683016
2


optimal_loci_33122_G1
1219
1.279387
9.27
2007
33.63
2
70.75309731
0.119
0.407376619
2


optimal_loci_33200_G1
1057
1.278198
37.84
1814
29.61
1
373.3248184
0.137
0.409771582
2


optimal_loci_33362_G1
1545
0.643607
0
1010
43.17
2
3.401348378
0.265
0.415148244
5


optimal_loci_33369_G1
1164
0.643607
0
8720
40.97
2
3.401348378
0.187
0.415289905
5


optimal_loci_33376_G1
1033
0.591395
0
8043
36.49
1
0.055590605
0.067
0.415373763
5


optimal_loci_33378_G1
1275
0.591395
0
5845
39.52
1
0.055590605
0.166
0.415385521
5


optimal_loci_33407_G1
1314
0.514096
20.09
1198
52.28
3
0.736769432
0.523
0.416311419
5


optimal_loci_33474_G1
1356
0.751941
0
5430
37.61
1
88.40504608
0.191
0.419644645
4


optimal_loci_33535_G1
1025
2.159286
0
2001
27.31
3
18.83449092
0.102
0.422138945
9


optimal_loci_33537_G1
1952
2.159286
0
4722
29.04
3
18.83449092
0.147
0.422199701
9


optimal_loci_33540_G1
2134
2.159286
6.14
1605
35.98
3
18.83449092
0.114
0.422217344
9


optimal_loci_33549_G1
1552
2.592519
4.7
1870
53.6
1
24.63228637
0.649
0.423018761
8


optimal_loci_33562_G1
1308
2.316275
0
2741
35.77
4
26.68843988
0.083
0.423232221
8


optimal_loci_33615_G1
1029
2.496314
9.62
1302
34.2
1
14.15407025
0.268
0.424967026
8


optimal_loci_33618_G1
1444
2.496314
0
18074
32.4
1
14.15407025
0.286
0.425067847
8


optimal_loci_33619_G1
1120
2.496314
6.25
19679
34.46
1
14.15407025
0.139
0.425077495
8


optimal_loci_33738_G1
1101
0.955856
21.07
6771
31.24
2
14.59843425
0.177
0.428313159
3


optimal_loci_33862_G1
1381
1.180457
0
1570
35.77
1
145.3979355
0.036
0.431277305
6


optimal_loci_33863_G1
1709
1.180457
5.68
3237
37.56
1
145.3979355
0.222
0.431287326
6


optimal_loci_33889_G1
1637
1.425026
0
14909
43.18
2
3.359795267
0.461
0.432057881
6


optimal_loci_33891_G1
1637
1.425026
8.31
13891
42.02
2
3.359795267
0.244
0.432081138
6


optimal_loci_33933_G1
2202
1.59982
21.66
11070
34.28
1
14.01488626
0.103
0.432945667
7


optimal_loci_34010_G1
1320
1.568224
5
17639
59.46
1
0.383289558
0.681
0.435040037
8


optimal_loci_34027_G1
1336
1.524119
0
1001
40.11
2
0.779873421
0.025
0.435896066
6


optimal_loci_34049_G1
2743
1.405693
10.28
11426
37.07
1
4.525121391
0.18
0.43656565
5


optimal_loci_34077_G1
1513
1.326727
4.56
8526
45.07
1
7.982081326
0.292
0.437151755
6


optimal_loci_34083_G1
2101
1.274837
11.14
13222
41.31
1
7.982081326
0.278
0.437179984
6


optimal_loci_34158_G1
1015
1.719899
13.3
1767
41.47
1
0.034681132
0.159
0.440037851
4


optimal_loci_34244_G1
1011
2.739201
0
1001
39.46
1
1.756839825
0.331
0.442387789
6


optimal_loci_34266_G1
1531
2.70804
0
2916
41.34
1
0.193086668
0.181
0.443202172
6


optimal_loci_34275_G1
1033
2.624463
22.65
8604
39.3
1
0.132240029
0.072
0.443459743
7


optimal_loci_34281_G1
1341
2.486544
11.56
15990
35.42
2
4.716430692
0.086
0.443505255
7


optimal_loci_34329_G1
1289
0.951483
0
3330
59.27
1
16.52860807
0.692
0.444653822
8


optimal_loci_34365_G1
1280
0.943908
0
1235
44.92
2
92.85965284
0.435
0.445568353
7


optimal_loci_34407_G1
1628
0.489412
15.79
2389
37.46
2
1.351940908
0.363
0.446259012
6


optimal_loci_34424_G1
1896
0.413033
3.27
2509
42.14
1
15.86641964
0.293
0.44664582
4


optimal_loci_34501_G1
1601
1.620245
0
7147
39.35
1
35.36206905
0.257
0.450823636
2


optimal_loci_34516_G1
1680
1.643348
18.57
15746
42.5
2
1.736695402
0.23
0.451316903
2


optimal_loci_34613_G1
1204
2.052535
39.78
1001
36.04
2
0.157130886
0.116
0.454733271
2


optimal_loci_34621_G1
2082
2.052535
0
2001
33.23
1
0.142059088
0.06
0.454869901
2


optimal_loci_34728_G1
1576
3.040325
6.85
2379
52.15
2
1.549711101
0.526
0.458392122
6


optimal_loci_34733_G1
1554
3.178244
5.98
5058
49.16
2
1.549711101
0.334
0.458519663
6


optimal_loci_34742_G1
1099
3.178244
17.83
2001
39.76
2
0.159684648
0.295
0.458871239
6


optimal_loci_34764_G1
1574
3.290561
0
13723
35.51
3
3.270681241
0.23
0.459396642
6


optimal_loci_34793_G1
1410
4.316681
16.17
1265
35.1
3
40.98119334
0.104
0.460028655
6


optimal_loci_34809_G1
1114
2.108106
18.04
1001
37.61
2
11.66453271
0.099
0.460919099
6


optimal_loci_34911_G1
1248
0.244455
9.94
10498
46.87
3
1.388755868
0.334
0.463949345
3


optimal_loci_34963_G1
1209
0.248974
20.51
4550
36.22
1
3.691022687
0.014
0.46602401
3


optimal_loci_34971_G1
1121
0.248974
0
3152
48.52
1
3.691022687
0.47
0.466089058
3


optimal_loci_35100_G1
1281
0.251682
10.69
12554
36.37
1
9.37104086
0.262
0.470182319
2


optimal_loci_35102_G1
1017
0.251682
0
9728
35.29
1
9.37104086
0.126
0.470200894
2


optimal_loci_35280_G1
1422
0.23893
0
1001
36
2
4.420620893
0.021
0.474380604
4


optimal_loci_35342_G1
1173
0.31547
10.49
1780
39.47
2
1.850515803
0
0.476714041
4


optimal_loci_35343_G1
1879
0.31547
0
1001
40.39
2
1.850515803
0.289
0.476721976
4


optimal_loci_35347_G1
1392
0.31547
0
15561
49.85
1
0.121348878
0.421
0.476838739
4


optimal_loci_35492_G1
1041
1.505486
8.36
7733
60.23
2
0.802353233
0.782
0.48077804
6


optimal_loci_35503_G1
1095
1.505486
3.01
1001
46.11
2
0.802353233
0.402
0.480844429
6


optimal_loci_35552_G1
1284
1.639781
2.49
7564
44
1
9.922660564
0.42
0.482072429
6


optimal_loci_35554_G1
1909
1.639781
0
4902
34.67
1
9.922660564
0.103
0.482084674
6


optimal_loci_35560_G1
1078
1.639781
0
1525
33.48
1
9.922660564
0.109
0.482165628
6


optimal_loci_35573_G1
1162
1.58813
0
8844
50.77
2
29.9606265
0.44
0.483004357
7


optimal_loci_35669_G1
1255
1.041556
0
3509
38.08
1
7.719766086
0.378
0.485522533
3


optimal_loci_35693_G1
1461
1.041484
0
8523
44.28
2
0.507412117
0.4
0.486295727
3


optimal_loci_35744_G1
1161
1.643741
0
11691
40.82
1
2.359631812
0.189
0.488638789
3


optimal_loci_35783_G1
1301
1.712803
15.91
6400
41.04
2
15.40632939
0.146
0.490358698
2


optimal_loci_36002_G1
1247
1.070158
15.96
10224
31.03
1
30.825439
0.116
0.49637835
1


optimal_loci_36257_G1
2470
0.338532
13.81
13177
41.25
1
11.16852243
0.197
0.503350013
2


optimal_loci_36329_G1
1495
0.081095
12.11
2001
33.97
1
25.81479381
0
0.50631651
2


optimal_loci_36469_G1
1378
0.135623
21.63
2308
37.3
3
0.051728594
0.109
0.511334125
1


optimal_loci_36579_G1
2720
0.020755
13.68
15196
40.58
2
18.86304296
0.253
0.515788375
1


optimal_loci_36750_G1
1450
0.046306
0
7165
27.24
2
8.48636671
0.071
0.52395853
1


optimal_loci_36922_G1
2678
0.047948
9.3
4557
39.24
4
5.234346336
0.218
0.528759078
5


optimal_loci_36925_G1
1512
0.047948
24.54
2638
47.08
2
9.102067797
0.351
0.528847167
5


optimal_loci_36927_G1
1911
0.047948
9.94
1004
56.77
1
3.041934378
0.788
0.528888663
5


optimal_loci_36962_G1
1571
0.043117
10.95
5093
42.01
1
13.50782875
0.311
0.530016426
5


optimal_loci_37020_G1
1933
0.041431
7.35
3086
49.81
3
12.75754871
0.403
0.530868415
7


optimal_loci_37120_G1
1399
0.042007
2.29
2023
45.53
3
26.77632139
0.48
0.533605305
9


optimal_loci_37130_G1
1095
0.042007
0
6685
44.1
4
20.08224104
0.14
0.533658084
9


optimal_loci_37143_G1
1039
0.041471
0
3035
52.06
2
11.86842862
0.255
0.533982825
8


optimal_loci_37146_G1
1388
0.041471
0
5960
55.11
2
11.86842862
0.459
0.534000408
8


optimal_loci_37213_G1
1476
0.047565
33.6
8092
37.33
2
5.45867098
0.143
0.535604053
12


optimal_loci_37214_G1
1784
0.047565
0
10508
58.01
2
5.45867098
0.738
0.535618577
12


optimal_loci_37226_G1
1017
0.042435
7.18
2001
58.6
2
13.20729905
0.605
0.536485685
12


optimal_loci_37229_G1
1796
0.042435
0
2264
49.44
2
13.20729905
0.354
0.536500394
12


optimal_loci_37244_G1
1453
0.022769
0
7555
36.95
2
118.5197406
0.107
0.537188216
9


optimal_loci_37254_G1
1071
0.031582
0
1801
34.64
2
26.6591814
0.081
0.537655665
12


optimal_loci_37265_G1
1408
0.031582
0
19964
46.73
1
43.78929631
0.346
0.537812607
12


optimal_loci_37282_G1
1375
0.032814
0
3287
38.03
2
40.94387679
0.307
0.538035324
12


optimal_loci_37332_G1
1662
0.022753
21.78
7980
35.07
4
5.991041923
0.153
0.539518961
8


optimal_loci_37353_G1
1635
0.011131
0
2440
41.52
1
21.06248367
0.272
0.540542644
7


optimal_loci_37354_G1
1023
0.011131
11.53
4256
48.97
1
21.06248367
0.359
0.540553561
7


optimal_loci_37357_G1
1604
0.011131
17.46
6410
54.86
1
21.06248367
0.505
0.540566509
7


optimal_loci_37448_G1
1310
0.011755
32.6
1471
36.48
3
20.22803232
0.135
0.543953368
2


optimal_loci_37539_G1
1791
0.012138
36.29
4399
45.72
3
6.003119083
0.358
0.546321767
3


optimal_loci_37653_G1
1232
0.01105
0
5754
40.42
1
17.12564684
0.308
0.548730676
2


optimal_loci_37808_G1
2218
0.021931
1.85
3921
52.34
2
42.04979789
0.463
0.552620252
5


optimal_loci_37810_G1
1076
0.021931
0
7053
50.55
2
42.04979789
0.515
0.552639079
5


optimal_loci_37811_G1
1451
0.021931
31.36
8325
51.06
2
42.04979789
0.545
0.552646726
5


optimal_loci_37835_G1
1184
0.011016
18.5
6793
35.81
1
43.40441757
0
0.553134612
5


optimal_loci_37883_G1
1411
0.010133
0
1743
37.63
2
56.28981278
0.137
0.55452178
5


optimal_loci_38115_G1
1536
0.020538
0
7827
36.71
1
38.46925513
0.179
0.562859571
4


optimal_loci_38138_G1
1001
0.010263
2.8
5457
40.95
1
3.962197901
0.153
0.563412079
5


optimal_loci_38141_G1
1271
0.010263
0
3440
34.61
2
0.097195089
0.095
0.563514174
5


optimal_loci_38204_G1
1495
0.011144
19.33
14188
50.63
2
8.10058198
0.393
0.565617464
6


optimal_loci_38227_G1
1735
0.011185
5.94
5528
44.72
2
12.28356625
0.328
0.566140721
5


optimal_loci_38311_G1
2299
0.010551
28.93
2001
35.01
4
11.86236245
0.128
0.568443435
6


optimal_loci_38329_G1
2077
0.01038
0
13286
33.79
2
0.831093938
0.067
0.569219707
6


optimal_loci_38330_G1
1234
0.01038
0
10176
34.11
2
0.831093938
0.127
0.56924347
6


optimal_loci_38368_G1
1030
0.010871
12.33
4256
38.64
3
9.416628683
0.246
0.570496784
7


optimal_loci_38417_G1
1497
0.010915
13.83
1823
39.27
2
2.785489321
0.086
0.571824067
6


optimal_loci_38428_G1
1060
0.010915
0
5372
40.84
2
22.83153479
0.243
0.572111243
6


optimal_loci_38439_G1
1042
0.020421
0
2514
51.72
4
3.615578467
0.524
0.572414764
4


optimal_loci_38533_G1
2350
0.010637
4.98
5922
56.89
1
30.39933602
0.686
0.575826378
6


optimal_loci_38544_G1
1207
0.010516
0
15402
47.63
1
30.39933602
0.567
0.57604523
6


optimal_loci_38577_G1
2205
0.010739
18.19
11982
62.99
2
1.254710599
0.875
0.576698806
7


optimal_loci_38651_G1
1550
0.010804
0
2655
43.8
2
5.512293019
0.301
0.578221419
7


optimal_loci_38684_G1
1055
0.011007
38.96
1081
35.92
1
9.352040883
0.176
0.578770735
8


optimal_loci_38685_G1
1390
0.011007
8.71
2751
42.87
1
9.352040883
0.195
0.578780774
8


optimal_loci_38698_G1
1165
0.012718
0
2354
54.5
1
6.780366814
0.684
0.5793964
6


optimal_loci_38740_G1
1293
0.011218
0
1001
35.88
3
12.42923541
0.123
0.581429184
5


optimal_loci_38789_G1
1539
0.010461
0
2082
41.19
1
59.63375711
0.224
0.584194303
5


optimal_loci_38817_G1
1147
0.017311
15.17
3206
38.18
1
4.345671959
0.152
0.585129771
4


optimal_loci_38820_G1
1701
0.014741
0
6624
42.68
1
4.345671959
0.245
0.585150318
4


optimal_loci_38826_G1
1115
0.014728
0
5759
37.93
1
23.99582757
0.243
0.585459051
4


optimal_loci_39389_G1
2164
0.011215
0
4208
38.26
2
0.903331332
0.133
0.602261242
1


optimal_loci_39461_G1
1469
0.073066
19.33
9723
33.62
3
7.991863142
0.166
0.605288351
5


optimal_loci_39472_G1
1336
0.091352
0
3003
37.64
1
102.6979625
0.126
0.605705112
5


optimal_loci_39485_G1
1237
0.096669
10.11
18265
48.9
1
13.4144878
0.277
0.606021612
5


optimal_loci_39518_G1
1125
0.106745
38.22
1808
40.26
1
196.3550199
0.171
0.6066124
5


optimal_loci_39573_G1
1067
0.126416
31.21
2914
39.83
1
0.021563411
0.296
0.608276897
5


optimal_loci_39923_G1
1619
0.125685
0
1568
39.9
2
1.479774423
0.225
0.61819784
2


optimal_loci_39955_G1
1185
0.124238
16.79
2157
41.26
3
3.153743501
0.221
0.618925974
3


optimal_loci_40008_G1
1115
0.127756
16.14
2550
38.02
1
7.091183638
0.092
0.621247461
5


optimal_loci_40026_G1
1460
0.123737
0
17284
40.47
1
0.257897062
0.115
0.622284868
4


optimal_loci_40071_G1
1498
0.12672
1.94
16678
40.58
1
4.328615527
0.224
0.623564037
4


optimal_loci_40073_G1
1455
0.12672
0
3163
39.65
1
4.328615527
0.223
0.623645538
4


optimal_loci_40335_G1
1353
0.123959
6.95
13944
49.22
1
1.539871268
0.378
0.633575072
3


optimal_loci_40348_G1
1078
0.134478
0
1384
56.58
2
0.300141223
0.639
0.6339793
3


optimal_loci_40351_G1
2305
0.132312
13.36
2655
42.6
3
8.609533192
0.375
0.634075125
3


optimal_loci_40494_G1
1287
0.121562
11.81
2464
43.12
2
25.33516297
0.07
0.637158487
3


optimal_loci_40563_G1
2303
0.129085
34.3
13426
37.6
2
0.923387716
0.217
0.63863925
3


optimal_loci_40607_G1
2003
0.124026
0
2296
44.13
3
2.97025499
0.328
0.639404876
3


optimal_loci_40822_G1
1113
0.120201
26.24
5361
41.5
1
43.09493659
0.127
0.645767266
2


optimal_loci_40853_G1
1190
0.127634
16.39
7181
32.18
1
2.830939913
0.104
0.646613395
2


optimal_loci_40999_G1
1788
0.120181
26.51
19445
47.42
1
0.092012036
0.366
0.650389183
4


optimal_loci_41007_G1
1272
0.121568
22.01
1466
37.02
1
0.092012036
0.178
0.650500362
4


optimal_loci_41055_G1
1224
0.129981
0
13049
41.42
1
12.74694918
0.287
0.651983307
4


optimal_loci_41089_G1
1428
0.132868
2.17
1818
50.63
1
0.878592446
0.453
0.653144282
5


optimal_loci_41153_G1
1090
0.128244
17.71
3182
37.52
1
27.4205524
0.125
0.655634133
3


optimal_loci_41211_G1
1481
0.125354
18.03
16864
34.77
1
0.255224823
0.16
0.657047094
4


optimal_loci_41303_G1
1103
0.133704
26.65
2751
41.7
3
0.151527994
0.339
0.659811588
4


optimal_loci_41309_G1
2713
0.133704
0
2556
33.39
4
0.327095065
0.148
0.659829886
4


optimal_loci_41373_G1
1163
0.105546
0
3366
40.92
1
12.80366957
0.334
0.662252808
3


optimal_loci_41528_G1
1606
0.194042
8.16
1248
35.92
2
0.953358362
0.166
0.66654815
1


optimal_loci_41602_G1
1310
0.322306
34.12
2510
55.72
3
17.80938012
0.78
0.669732586
3


optimal_loci_41603_G1
1533
0.322306
0
4082
50.88
3
17.80938012
0.49
0.669742036
3


optimal_loci_41706_G1
3381
0.277069
5.44
2026
39.39
3
12.26782701
0.243
0.671330268
3


optimal_loci_41929_G1
1575
0.23197
35.81
1001
31.93
3
0.107351875
0.071
0.677839754
1


optimal_loci_42030_G1
1048
0.227921
4.39
1614
39.02
1
6.148692767
0.367
0.68117473
3


optimal_loci_42043_G1
1686
0.252662
4.69
4954
48.81
2
12.63470185
0.6
0.681775034
4


optimal_loci_42117_G1
1488
0.325201
13.84
16672
40.32
1
0.304045758
0.34
0.683439291
4


optimal_loci_42156_G1
1392
0.388006
19.47
3586
37.78
4
133.9429103
0.172
0.684492544
5


optimal_loci_42257_G1
2190
0.478012
1.37
2209
50.95
2
7.335890378
0.551
0.687129046
8


optimal_loci_42258_G1
2725
0.478012
10.06
1182
34.31
2
7.335890378
0.109
0.687244246
8


optimal_loci_42318_G1
1027
0.459481
0
16422
40.79
1
6.880570796
0.403
0.688013688
7


optimal_loci_42322_G1
1047
0.459481
7.55
19026
29.03
1
6.880570796
0.139
0.688029342
7


optimal_loci_42331_G1
1659
0.459481
0
5941
44.48
1
22.04663632
0.232
0.688458877
7


optimal_loci_42334_G1
1187
0.459481
0
3972
47
1
22.04663632
0.396
0.688473551
7


optimal_loci_42348_G1
2322
0.459481
24.16
7389
40.26
1
22.04663632
0.216
0.688566731
7


optimal_loci_42422_G1
1427
0.469494
22.49
1001
40.92
3
10.83981009
0.384
0.693082784
2


optimal_loci_42424_G1
1231
0.469494
7.8
6130
37.12
4
8.129857567
0.052
0.693158328
2


optimal_loci_42511_G1
1238
0.284795
0
10392
45.63
2
6.49517639
0.495
0.696567326
8


optimal_loci_42513_G1
2433
0.255022
24.37
2114
46.69
1
6.549363762
0.403
0.696634448
8


optimal_loci_42519_G1
3035
0.255022
2.57
10605
57
1
6.549363762
0.611
0.696741605
8


optimal_loci_42525_G1
3338
0.216044
4.43
16345
53.59
1
6.549363762
0.518
0.69677611
8


optimal_loci_42549_G1
1100
0.051707
0
3449
40.54
3
0.122983933
0.37
0.697956339
8


optimal_loci_42557_G1
1740
0.052122
0
2001
33.39
5
3.408329025
0.145
0.698222199
8


optimal_loci_42565_G1
1144
0.052122
0
5744
46.76
2
4.110483641
0.324
0.698326795
8


optimal_loci_42568_G1
1184
0.052122
6
8678
46.11
2
4.110483641
0.176
0.698344432
8


optimal_loci_42715_G1
2019
0.067087
2.82
1001
51.16
2
32.48269997
0.418
0.701715987
2


optimal_loci_42746_G1
2071
0.080751
0
1327
45
2
4.410838745
0.455
0.703261779
2


optimal_loci_42894_G1
1105
0.072917
0
2001
41.17
3
2.523936412
0.222
0.70807248
11


optimal_loci_42908_G1
1915
0.068263
0
2179
44.12
2
21.75325267
0.322
0.709386527
13


optimal_loci_42916_G1
1096
0.068263
23.27
12290
40.6
1
43.50650535
0.196
0.709521684
13


optimal_loci_42928_G1
1650
0.071258
12.91
2500
37.27
2
10.7869635
0.137
0.710004533
14


optimal_loci_42935_G1
1244
0.070595
0
10115
41.31
1
12.73828673
0.25
0.71020531
14


optimal_loci_42936_G1
1390
0.070595
0
11514
43.52
1
12.73828673
0.27
0.71021372
14


optimal_loci_42938_G1
1246
0.070595
0
13465
54.57
1
12.73828673
0.461
0.710225448
14


optimal_loci_42939_G1
1935
0.254944
1.55
15148
54.62
1
12.73828673
0.656
0.710235565
14


optimal_loci_42942_G1
1933
0.254944
0
18120
59.07
1
12.73828673
0.603
0.71025343
14


optimal_loci_42957_G1
1269
0.322781
0
5597
31.12
1
0.717340143
0.294
0.71053394
14


optimal_loci_42970_G1
2379
1.148495
1.18
6606
43.88
3
90.82787333
0.349
0.710910985
15


optimal_loci_42985_G1
1794
1.722318
7.8
3333
41.8
3
5.749727976
0.192
0.711174856
14


optimal_loci_42991_G1
1093
1.722318
35.04
1001
41.17
3
5.749727976
0.138
0.711203109
14


optimal_loci_43048_G1
1151
2.142868
0
1442
54.56
1
4.717441761
0.372
0.712979704
13


optimal_loci_43062_G1
1248
2.384845
13.14
1826
37.66
2
11.42099488
0.135
0.713926372
7


optimal_loci_43087_G1
1358
2.799876
0
1001
50.66
3
10.85324449
0.48
0.714787985
4


optimal_loci_43176_G1
1068
1.375542
0
10017
41.47
1
0.344752083
0.164
0.716924361
5


optimal_loci_43222_G1
1457
1.157691
0
4210
38.5
1
6.173596937
0.447
0.718496784
3


optimal_loci_43223_G1
1528
1.157691
0
2574
36.78
1
6.173596937
0.087
0.718506192
3


optimal_loci_43377_G1
1433
0.656363
2.02
4657
47.8
2
4.60541645
0.378
0.723338545
1


optimal_loci_43565_G1
2019
0.65504
12.18
1001
42.59
2
64.40155138
0.305
0.729129811
5


optimal_loci_43577_G1
2963
0.668
4.22
2001
41.3
2
23.65164825
0.275
0.730187464
5


optimal_loci_43588_G1
1957
0.668
9.61
1184
43.84
1
47.3032965
0.412
0.730313497
5


optimal_loci_43596_G1
1046
0.666618
28.78
1001
34.99
4
23.57172831
0.28
0.730759268
5


optimal_loci_43621_G1
1558
0.652872
0
1831
34.85
2
17.28827784
0.105
0.731312726
5


optimal_loci_43690_G1
2211
0.593102
1.27
4284
46.26
1
2.935578121
0.31
0.734455281
6


optimal_loci_43693_G1
1528
0.593102
13.42
1001
43.32
1
2.935578121
0.372
0.734479122
6


optimal_loci_43694_G1
1210
0.593102
0
2209
56.36
2
5.005302861
0.565
0.73452393
6


optimal_loci_43736_G1
1346
0.560757
19.61
2001
41.3
2
2.30376179
0.214
0.7353506
7


optimal_loci_43764_G1
1534
0.447093
16.23
3158
40.35
1
2.044480917
0.09
0.736153021
8


optimal_loci_43836_G1
1084
0.488914
0
18956
37.45
1
0.27844958
0.133
0.737405511
8


optimal_loci_43854_G1
1249
0.457521
10.97
5616
34.82
1
0.104886873
0.18
0.738052835
5


optimal_loci_43872_G1
1023
0.942828
16.72
18415
45.35
1
0.291919797
0.369
0.738522935
4


optimal_loci_44019_G1
2989
1.64676
1.07
8986
52.22
2
8.587489467
0.451
0.741766816
5


optimal_loci_44030_G1
1524
1.58402
34.51
3458
42.19
2
10.48811348
0.295
0.741998123
6


optimal_loci_44031_G1
1311
1.58402
0
2001
56.29
2
10.48811348
0.77
0.742008162
6


optimal_loci_44062_G1
1872
1.345734
0
2354
40.49
2
0.898694411
0.086
0.743253295
6


optimal_loci_44065_G1
1251
1.345734
0
2659
49.24
3
0.630076634
0.353
0.743301758
6


optimal_loci_44095_G1
1790
0.877385
15.92
11261
42.4
1
0.022806614
0.284
0.74484086
6


optimal_loci_44137_G1
2078
0.278092
1.64
2099
42.2
2
892.966274
0.221
0.747201433
2


optimal_loci_44307_G1
1508
0.275763
0
2182
50
3
8.614326952
0.456
0.752205162
4


optimal_loci_44345_G1
2080
0.282619
36.63
15520
43.26
1
0.28080591
0.264
0.753710565
4


optimal_loci_44363_G1
1406
0.281802
19.06
8741
42.53
2
0.007413835
0.343
0.754098412
5


optimal_loci_44370_G1
2255
0.27909
1.6
4536
37.87
1
46.16596044
0.253
0.754475319
5


optimal_loci_44445_G1
2017
0.280231
0
2946
53.79
2
23.88632052
0.615
0.757007609
3


optimal_loci_44515_G1
1104
0.273735
0
19740
53.44
1
1.008662484
0.615
0.761003109
2


optimal_loci_44531_G1
1802
0.273735
17.87
2107
42.28
1
1.008662484
0.343
0.76110491
2


optimal_loci_44624_G1
1088
0.507726
0
6972
35.11
3
4.044317824
0
0.764219765
6


optimal_loci_44633_G1
1351
0.507726
10.51
11800
39.82
4
5.918184654
0.134
0.764265445
6


optimal_loci_44635_G1
2227
0.507726
0
6761
38.48
4
5.918184654
0.252
0.76429047
6


optimal_loci_44637_G1
1283
0.507726
0
5057
37.1
3
7.608088452
0.132
0.764306388
6


optimal_loci_44649_G1
1199
0.604552
0
7911
61.05
2
10.05905981
0.743
0.764540202
6


optimal_loci_44702_G1
3478
1.693723
17.45
7107
32.43
3
1.567805588
0.038
0.766110046
7


optimal_loci_44776_G1
1093
2.486037
0
1001
38.51
1
3.794632305
0.091
0.769067844
3


optimal_loci_44900_G1
1196
1.060922
0
9846
43.56
1
8.624085709
0.152
0.772024224
6


optimal_loci_44930_G1
1082
0.278591
32.35
9382
37.33
1
4.998505875
0.081
0.773005805
5


optimal_loci_44932_G1
1291
0.278591
0
1330
31.13
1
4.998505875
0.091
0.773090005
5


optimal_loci_44933_G1
1539
0.278591
0
2666
58.67
1
4.998505875
0.638
0.773098036
5


optimal_loci_44937_G1
1022
0.210404
18.2
2809
36.88
2
16.14733189
0.25
0.773288942
5


optimal_loci_45046_G1
1017
0.804728
18.68
10268
38.15
4
35.59822147
0.095
0.776552792
2


optimal_loci_45047_G1
1196
0.804728
10.2
2001
39.04
2
67.08642708
0.245
0.776642871
2


optimal_loci_45163_G1
1175
0.819282
0
3045
38.89
2
0.590674639
0.11
0.781526404
3


optimal_loci_45176_G1
1106
0.816562
0
1079
48.64
1
5.907907829
0.51
0.783380251
7


optimal_loci_45202_G1
1758
0.822949
8.76
1631
55.46
3
2.620522113
0.539
0.784088872
8


optimal_loci_45222_G1
1095
0.827202
14.52
2457
49.31
1
0.164963239
0.312
0.784626279
7


optimal_loci_45300_G1
1058
0.827294
0
2521
39.13
1
0.077087726
0.137
0.785975251
10


optimal_loci_45301_G1
1194
0.827294
0
3791
36.59
1
0.077087726
0.143
0.785982885
10


optimal_loci_45306_G1
1313
0.827294
0
8383
45.62
1
0.077087726
0.189
0.786010489
10


optimal_loci_45338_G1
1990
0.651623
0
14278
41.95
1
8.21583554
0.152
0.786815056
9


optimal_loci_45355_G1
1281
0.604385
15.14
12990
31.77
1
8.801554564
0.067
0.787654836
7


optimal_loci_45356_G1
1164
0.604385
0
11743
37.02
1
8.801554564
0.223
0.787663036
7


optimal_loci_45372_G1
1414
0.604385
0
8899
43.7
1
16.77890815
0.212
0.787984362
7


optimal_loci_45565_G1
1043
0.315045
0
7915
40.26
3
17.99667492
0.182
0.79451487
2


optimal_loci_45568_G1
1091
0.315045
11.82
10658
42.8
3
17.99667492
0.141
0.794531359
2


optimal_loci_45689_G1
2257
2.007482
39.12
7376
34.82
2
4.966529074
0.02
0.798137299
3


optimal_loci_45708_G1
1697
1.998097
22.63
7382
53.74
5
22.04271925
0.6
0.798767779
3


optimal_loci_45724_G1
1958
2.365526
0
5724
42.49
3
6.419902163
0.347
0.798992691
3


optimal_loci_45895_G1
1378
1.683864
0
1001
51.52
5
1.801530429
0.459
0.805173818
5


optimal_loci_45908_G1
1083
1.53458
0
3157
51.43
3
72.09334655
0.317
0.805756491
5


optimal_loci_45914_G1
1077
1.582736
30.83
3796
29.34
1
0.17023875
0.171
0.805971255
5


optimal_loci_45923_G1
1208
1.754879
0
4284
38.65
3
13.47292565
0.164
0.806294584
5


optimal_loci_45926_G1
1036
1.754879
0
14979
39.18
1
6.068047254
0.235
0.806358874
6


optimal_loci_46021_G1
1109
0.78199
3.52
2026
44
1
3.796839463
0.203
0.809350474
4


optimal_loci_46065_G1
1272
0.780569
0
7615
52.2
2
4.767975353
0.408
0.81101669
3


optimal_loci_46100_G1
1591
0.777876
0
12030
33.75
1
6.807609606
0.091
0.812188834
4


optimal_loci_46166_G1
1353
3.423297
26.53
6152
38.95
1
3.32836282
0.129
0.81484001
12


optimal_loci_46181_G1
1165
4.161348
0
2195
47.98
2
7.765993228
0.339
0.815559355
11


optimal_loci_46189_G1
1125
4.161348
2.67
2535
57.06
1
12.52145275
0.538
0.815742446
11


optimal_loci_46194_G1
1297
4.161348
0
9979
39.7
3
7.804848121
0.373
0.815865545
11


optimal_loci_46197_G1
1418
4.161348
0
2955
41.81
2
5.446545805
0.248
0.815907041
11


optimal_loci_46198_G1
1921
4.161348
9.32
1001
35.5
2
5.446545805
0.119
0.815915763
11


optimal_loci_46248_G1
1193
3.933443
8.05
2375
39.89
2
32.49870162
0.164
0.817443618
11


optimal_loci_46249_G1
1052
3.933443
0
3849
36.02
1
18.14576221
0.174
0.817452479
11


optimal_loci_46253_G1
1407
3.933443
0
6257
55.01
1
18.14576221
0.523
0.817466954
11


optimal_loci_46254_G1
1145
3.933443
0
18686
46.81
1
18.14576221
0.234
0.817541668
11


optimal_loci_46255_G1
1016
3.933443
7.78
19985
33.07
1
18.14576221
0
0.817549477
11


optimal_loci_46388_G1
1682
0.881023
0
16795
62.24
1
15.31350877
0.79
0.822039422
8


optimal_loci_46391_G1
1636
0.90238
2.02
7355
46.21
1
15.31350877
0.335
0.822096445
8


optimal_loci_46393_G1
1011
0.90238
2.97
5775
54.3
1
15.31350877
0.385
0.8221097
8


optimal_loci_46397_G1
2739
0.90238
2.01
1880
45.05
1
15.31350877
0.367
0.822122726
8


optimal_loci_46400_G1
1102
0.90238
0
2109
34.57
1
15.31350877
0.117
0.822178132
8


optimal_loci_46407_G1
1041
0.924691
0
7920
51.2
1
15.31350877
0.241
0.822213064
8


optimal_loci_46437_G1
1201
0.087004
0
8483
63.11
1
1.579757796
0.707
0.822959291
11


optimal_loci_46475_G1
1754
1.511535
0
7096
39.9
3
2.663786472
0.155
0.823869578
12


optimal_loci_46525_G1
1369
1.511535
0
11190
53.54
1
16.99527685
0.438
0.825566278
7


optimal_loci_46528_G1
1947
1.511535
0
6107
57.98
1
16.99527685
0.703
0.825593358
7


optimal_loci_46530_G1
1506
1.511535
5.58
4192
55.51
1
16.99527685
0.549
0.825607521
7


optimal_loci_46549_G1
2043
0.529461
0
2126
41.01
2
0.297289372
0.178
0.826307203
7


optimal_loci_46575_G1
1397
0.328506
7.95
6034
36.36
1
4.558764601
0.068
0.82757162
6


optimal_loci_46626_G1
1171
0.073157
9.82
4438
35.09
1
86.1003095
0.061
0.829142167
11


optimal_loci_46676_G1
4012
2.877314
0
18501
48.37
1
0.123542338
0.346
0.830930641
10


optimal_loci_46677_G1
2428
2.877314
0
16040
52.67
1
0.123542338
0.589
0.830954956
10


optimal_loci_46695_G1
1731
2.614927
2.31
4019
46.79
3
3.493460345
0.313
0.83131416
10


optimal_loci_46699_G1
1213
2.614927
28.85
4356
41.22
4
7.332569366
0.099
0.831407491
10


optimal_loci_46709_G1
1367
2.614927
0
5435
58.52
2
9.424948215
0.647
0.831573204
10


optimal_loci_46714_G1
1691
2.614927
0
9426
37.61
2
9.424948215
0.372
0.831597195
10


optimal_loci_46718_G1
2208
2.444315
12.91
18749
44.42
1
8.202970758
0.371
0.831668062
10


optimal_loci_46721_G1
1355
2.396866
0
1617
49.96
2
4.101485379
0.348
0.831776174
10


optimal_loci_46788_G1
1655
2.338528
23.02
2764
42.83
2
41.83063057
0.304
0.833769368
10


optimal_loci_46848_G1
1376
0.436067
13.44
1001
32.84
1
414.1568129
0.102
0.835451887
2


optimal_loci_46940_G1
1031
1.87891
0
4330
35.59
3
46.7197077
0.14
0.839950399
4


optimal_loci_46941_G1
1365
1.87891
0
2723
37.8
3
46.7197077
0.205
0.839958051
4


optimal_loci_46998_G1
1078
2.168782
10.48
6739
37.01
2
12.60303637
0.047
0.841177828
4


optimal_loci_47037_G1
2241
2.620605
1.34
3428
54.97
4
17.04746781
0.558
0.841803566
4


optimal_loci_47108_G1
1896
1.114186
0
2947
41.82
1
0.690279491
0.186
0.845109573
3


optimal_loci_47122_G1
2643
1.060531
1.4
1486
48.05
4
10.55970398
0.608
0.845809874
3


optimal_loci_47175_G1
1278
1.116064
2.82
2001
43.42
1
13.09481191
0.355
0.848002287
3


optimal_loci_47311_G1
1311
1.303325
21.89
7270
35.85
2
0.014358178
0.179
0.854398431
2


optimal_loci_47351_G1
1793
0.893084
37.59
1001
37.08
1
19.13540217
0.042
0.856620462
2


optimal_loci_47449_G1
1015
1.791493
0
1001
60.39
1
10.31155776
0.526
0.860574677
6


optimal_loci_47452_G1
1128
1.783119
0
5385
40.42
3
9.145221663
0.129
0.860662333
6


optimal_loci_47492_G1
2626
2.06218
7.69
4540
43.86
2
0.028151276
0.359
0.862300976
9


optimal_loci_47494_G1
1030
2.06218
0
8422
47.96
2
0.028151276
0.465
0.862324312
9


optimal_loci_47509_G1
2454
2.06218
0
2887
46.98
3
3.836679401
0.447
0.862639002
9


optimal_loci_47530_G1
1065
1.918804
0
2258
39.62
5
0.623073558
0.227
0.863339904
9


optimal_loci_47553_G1
1103
1.856746
39.98
10401
41.25
2
1.353663953
0.356
0.863703929
9


optimal_loci_47608_G1
1674
1.661352
22.82
18493
36.37
1
0.286934489
0.064
0.864902949
9


optimal_loci_47612_G1
1037
1.661352
0
8908
49.75
2
0.778324442
0.775
0.864964397
9


optimal_loci_47676_G1
2617
1.620313
11.39
11905
42.83
2
32.94726837
0.402
0.866432818
6


optimal_loci_47683_G1
1021
1.637792
0
2483
31.53
2
6.360135489
0.233
0.866714645
6


optimal_loci_47727_G1
1270
1.705225
0
2001
36.85
2
12.74979429
0.132
0.868085377
7


optimal_loci_47808_G1
1222
1.671717
0
12465
56.46
1
0.04490182
0.596
0.870216848
9


optimal_loci_47812_G1
3787
1.664712
2.24
2001
49.3
1
0.04490182
0.439
0.870264331
9


optimal_loci_47844_G1
1184
1.597727
21.37
17296
45.86
2
0.942086964
0.372
0.870896681
9


optimal_loci_47856_G1
1251
1.59933
35.41
3143
39.56
4
29.50537105
0.214
0.871053178
9


optimal_loci_47886_G1
1565
1.510755
0
1766
42.55
1
12.01282596
0.337
0.87214221
8


optimal_loci_47941_G1
1177
1.52276
2.72
1001
47.15
3
3.267300779
0.438
0.872899005
8


optimal_loci_47943_G1
2129
1.52276
6.48
3343
44.66
3
3.267300779
0.464
0.872913475
8


optimal_loci_47945_G1
1146
1.52276
3.75
1509
49.82
3
3.267300779
0.253
0.872967702
9


optimal_loci_48009_G1
1586
2.25613
0
2538
54.85
2
91.28237473
0.632
0.875933189
4


optimal_loci_48075_G1
2018
3.373715
26.56
2001
38.94
2
10.56759909
0.248
0.878600998
6


optimal_loci_48077_G1
1019
3.407607
0
3303
34.05
2
10.56759909
0.119
0.878682505
6


optimal_loci_48100_G1
1324
3.77184
2.79
19805
37.38
1
28.24227248
0.211
0.879444379
8


optimal_loci_48108_G1
1843
4.11421
18.5
4066
49.7
2
14.45287721
0.393
0.879605548
8


optimal_loci_48110_G1
1169
4.13692
12.06
3025
39.52
2
14.45287721
0.153
0.879626683
8


optimal_loci_48236_G1
1280
3.797536
0
4686
47.26
1
3.448287524
0.368
0.881905683
7


optimal_loci_48242_G1
1544
3.797536
0
1297
31.21
1
3.448287524
0.08
0.881924468
7


optimal_loci_48250_G1
1067
3.797536
0
3654
43.2
2
0.35214668
0.291
0.882294997
7


optimal_loci_48267_G1
1787
3.797536
13.82
6968
43.25
1
1.639176957
0.186
0.882659827
4


optimal_loci_48569_G1
1146
1.342848
0
4737
39.87
2
2.371366536
0.133
0.888084441
4


optimal_loci_48648_G1
1109
1.588509
11.27
18385
48.51
1
0.51329719
0.441
0.890676087
5


optimal_loci_48666_G1
1760
1.593464
0
7942
37.72
3
0.171099063
0.033
0.890734949
5


optimal_loci_48702_G1
1248
1.690209
0
4735
45.11
3
2.484167723
0.342
0.891096197
5


optimal_loci_48707_G1
1043
1.580679
23.87
2622
34.99
2
12.89199134
0.094
0.89155529
4


optimal_loci_49154_G1
1527
1.50384
0
5363
41.06
3
19.20127254
0.234
0.902010629
4


optimal_loci_49165_G1
1846
1.50384
13.43
2001
38.35
2
4.880883076
0.255
0.902277037
4


optimal_loci_49167_G1
1276
1.50384
2.19
1001
45.29
3
21.83535609
0.457
0.90233204
4


optimal_loci_49242_G1
1150
1.419112
0
1793
52.26
3
31.12027534
0.433
0.904843123
4


optimal_loci_49365_G1
1891
2.497009
3.7
2383
37.96
1
1.159439349
0.343
0.909917833
6


optimal_loci_49369_G1
1967
2.497009
0
2001
51.7
1
3.609778819
0.54
0.910127885
6


optimal_loci_49374_G1
1477
2.610361
0
13763
36.83
1
38.72848162
0.243
0.910307051
6


optimal_loci_49377_G1
1467
1.234433
7.36
7930
45.39
1
38.72848162
0.381
0.910342175
6


optimal_loci_49382_G1
1346
1.254157
16.94
2368
46.58
1
72.77100016
0.344
0.910722207
7


optimal_loci_49383_G1
1043
1.254157
0
1001
38.25
1
72.77100016
0.131
0.910732246
7


optimal_loci_49478_G1
1582
3.023787
0
1480
56.38
3
0.696356737
0.549
0.913671434
5


optimal_loci_49498_G1
1609
3.023787
31.7
3521
36.17
1
0.0178318
0.166
0.914060898
3


optimal_loci_49508_G1
1021
2.669324
0
10019
34.28
1
92.57645231
0.09
0.91444622
4


optimal_loci_49562_G1
1063
2.377502
7.62
2001
47.22
2
18.70422843
0.765
0.917239454
5


optimal_loci_49574_G1
1369
1.682401
16.44
1001
42.51
4
25.7080339
0.203
0.918062169
4


optimal_loci_49589_G1
3521
1.682401
23.6
11020
41.09
4
25.6944679
0.301
0.918122396
4


optimal_loci_49631_G1
1379
1.978996
0
3158
45.97
1
10.18935518
0.301
0.919645598
4


optimal_loci_49835_G1
1020
4.145865
0
1259
38.52
2
23.93501364
0.047
0.92861714
3


optimal_loci_49842_G1
1001
4.145865
0
3911
46.95
2
0.823644744
0.508
0.928742685
3


optimal_loci_49881_G1
1458
3.872632
38.75
2001
50.68
3
6.238575429
0.6
0.930807088
5


optimal_loci_49914_G1
1099
3.476978
0
1083
44.22
2
29.83281941
0.243
0.9329745
3


optimal_loci_49945_G1
1301
3.514708
15.07
3841
39.73
3
25.77707063
0.214
0.933548902
3


optimal_loci_50154_G1
2164
0.924366
10.17
2703
37.84
2
1.440033809
0.251
0.941142912
2


optimal_loci_50185_G1
1621
1.867435
39.79
1844
42.68
1
37.91716483
0.228
0.942100513
2


optimal_loci_50284_G1
1202
2.639845
0
2138
58.65
2
86.05865655
0.504
0.94514348
2


optimal_loci_50325_G1
2498
2.647378
0
2224
43.75
2
58.99737208
0.262
0.946921975
3


optimal_loci_50411_G1
1443
3.466717
0
3349
30
3
14.36784538
0.084
0.949787067
6


optimal_loci_50422_G1
1241
3.694299
0
1001
35.93
4
13.13388217
0.051
0.950015075
5


optimal_loci_50469_G1
1322
3.787899
22.92
17631
59.53
1
2.90972745
0.725
0.951640823
10


optimal_loci_50479_G1
1338
3.787899
0
1664
48.43
1
2.90972745
0.243
0.951736709
10


optimal_loci_50493_G1
1364
3.824662
14.59
1001
50.21
2
0.208006933
0.504
0.95213091
10


optimal_loci_50519_G1
1368
1.564904
35.82
5416
31.65
2
8.417245698
0.019
0.953200436
10


optimal_loci_50537_G1
1164
1.53108
16.32
8961
34.27
1
16.8344914
0.201
0.953310412
11


optimal_loci_50542_G1
1780
1.514776
0
12197
34.77
2
6.785107205
0.135
0.953442408
11


optimal_loci_50545_G1
1545
1.514776
11.52
9869
35.79
2
6.785107205
0.136
0.953457815
11


optimal_loci_50552_G1
1378
1.493484
0
2001
61.82
5
47.51709342
0.615
0.953591247
11


optimal_loci_50587_G1
1372
1.627616
8.09
2033
36.88
2
1.088516103
0.242
0.955417598
8


optimal_loci_50590_G1
1872
1.627616
0
2001
43.21
2
1.088516103
0.258
0.95547539
8


optimal_loci_50607_G1
2418
0.813456
16
11473
46.98
1
30.18102701
0.391
0.956294161
7


optimal_loci_50700_G1
2670
3.455192
0
5857
52.92
2
24.75850342
0.496
0.959552103
3


optimal_loci_50719_G1
2353
5.036694
39.91
17471
34.84
1
2.279955811
0.104
0.959861028
3


optimal_loci_50734_G1
1056
5.656081
4.64
4175
38.44
2
260.2044072
0.138
0.960732332
4


optimal_loci_50820_G1
1421
5.966694
8.66
2121
43.84
3
15.86696549
0.33
0.963388599
3


optimal_loci_50830_G1
1152
6.326304
23
14946
35.5
1
1.294816529
0.086
0.964003756
3


optimal_loci_50926_G1
1338
3.689608
0
18878
37.96
1
10.24822372
0.102
0.966547715
3


optimal_loci_50941_G1
1460
3.787461
1.92
1288
57.05
3
2.036550004
0.839
0.967115028
2


optimal_loci_51075_G1
1262
1.398277
8.72
3607
41.12
5
16.50316479
0.21
0.973112667
3


optimal_loci_51101_G1
1587
1.203214
0
1521
51.29
2
124.7017819
0.413
0.973903847
3


optimal_loci_51120_G1
1275
1.17643
8.71
1291
32.62
3
1.551129348
0.143
0.974815949
4


optimal_loci_51178_G1
1551
0.024541
14.44
16615
35.65
1
24.71785478
0.055
0.977256622
2


optimal_loci_51281_G1
2038
3.011175
0
1555
46.61
2
3.984222476
0.344
0.981491804
1


optimal_loci_51361_G1
1227
3.943736
7.42
2001
35.69
1
19.1352505
0.092
0.984587939
3


optimal_loci_51379_G1
2820
5.521172
4.43
2001
52.55
5
7.515979922
0.481
0.985679514
6


optimal_loci_51380_G1
1141
5.521172
14.81
4836
36.1
5
7.515979922
0.183
0.985700542
6


optimal_loci_51472_G1
1168
4.334889
19.78
9696
38.44
2
28.66139134
0.07
0.988557417
5


optimal_loci_51473_G1
3705
4.334889
4.94
5706
34.3
2
28.66139134
0
0.988566151
5


optimal_loci_51482_G1
1459
4.373623
0
1001
48.32
2
28.66139134
0.462
0.988688697
5


optimal_loci_51589_G1
1535
2.087855
1.89
1343
42.08
2
0.102296968
0.224
0.992083233
4


optimal_loci_51591_G1
1328
2.087855
8.28
2153
35.09
2
0.102296968
0.235
0.992120581
4


optimal_loci_51640_G1
3185
1.584899
30.24
5346
34.5
1
0.043276121
0.148
0.993181161
4


optimal_loci_51655_G1
2123
1.373386
9.94
8302
39.04
1
15.54882446
0.317
0.993431837
4


optimal_loci_51796_G1
1030
0.861109
0
13338
40
1
1.805609138
0.195
0.998758486
2


optimal_loci_51803_G1
2073
0.821922
35.31
2001
37.53
1
1.805609138
0.173
0.998820366
2


optimal_loci_51949_G1
1469
1.03722
9.19
1074
48.33
1
6.169026665
0.445
0.991900183
1


optimal_loci_52050_G1
1339
5.086547
38.46
1897
43.46
6
6.84979128
0.353
0.982233036
8


optimal_loci_52052_G1
1960
5.086547
9.44
2087
48.16
6
7.382237087
0.315
0.981740527
8


optimal_loci_52090_G1
1258
4.505889
0
1001
40.06
6
13.78892165
0.3
0.977863832
12


optimal_loci_52101_G1
1224
4.804254
35.95
2104
37.99
6
16.19567036
0.283
0.977744489
12


optimal_loci_52103_G1
1522
4.804254
0
4201
54.46
3
8.264605947
0.524
0.977520431
12


optimal_loci_52106_G1
1353
4.804254
0
7441
41.98
4
7.714029043
0.412
0.977487374
12


optimal_loci_52113_G1
1469
4.804254
0
5873
45.94
5
7.370813452
0.328
0.977424607
12


optimal_loci_52122_G1
1150
5.108975
9.3
2976
48.52
4
12.29195057
0.551
0.977126986
12


optimal_loci_52177_G1
1665
5.69598
0
5368
56.63
2
7.082802302
0.595
0.975658267
10


optimal_loci_52178_G1
3135
5.69598
5.58
2200
53.07
3
4.856352542
0.518
0.975624166
10


optimal_loci_52226_G1
3116
5.101162
0
1689
47.65
4
17.43323222
0.423
0.973252788
10


optimal_loci_52227_G1
1213
5.101162
8.33
1080
52.51
4
17.43323222
0.524
0.973238224
10


optimal_loci_52292_G1
1297
4.258825
31.23
1542
37.77
3
3.720674455
0.134
0.967656534
2


optimal_loci_52299_G1
1300
4.258825
14.31
4177
43.61
3
3.720674455
0.432
0.967598837
2


optimal_loci_52420_G1
1118
4.033901
17.62
2822
40.6
4
60.28504566
0.341
0.961744198
9


optimal_loci_52424_G1
1725
4.026847
0
2001
59.88
4
60.28504566
0.717
0.961649699
9


optimal_loci_52428_G1
1511
4.170072
0
3159
43.01
6
16.18247655
0.162
0.961323832
9


optimal_loci_52429_G1
2598
4.170072
0
2001
52.5
6
16.18247655
0.514
0.96129395
9


optimal_loci_52477_G1
1177
3.697188
13.51
4604
36.78
3
2.030991102
0.086
0.95833986
19


optimal_loci_52480_G1
1671
3.697188
12.27
2001
47.63
3
2.030991102
0.349
0.958311841
19


optimal_loci_52483_G1
1363
3.697188
0
1647
34.48
3
2.030991102
0.159
0.958237481
19


optimal_loci_52490_G1
1228
3.697188
26.3
18900
37.37
1
22.67616371
0.102
0.957971981
19


optimal_loci_52503_G1
1207
3.59195
7.79
14076
46.14
2
88.93890884
0.301
0.957045716
19


optimal_loci_52560_G1
1083
3.911517
0
2625
34.53
1
0.352758048
0.223
0.954177621
15


optimal_loci_52564_G1
2031
3.911517
0
2489
57.8
1
0.352758048
0.516
0.954061141
15


optimal_loci_52566_G1
1757
3.911517
0
4949
41.26
1
0.352758048
0.23
0.95403761
15


optimal_loci_52571_G1
1129
3.911517
15.77
9384
37.11
2
58.28568418
0.109
0.953817718
15


optimal_loci_52572_G1
1131
3.911517
0
7877
46.68
2
58.28568418
0.445
0.953801496
15


optimal_loci_52573_G1
1535
3.911517
2.02
6247
54.65
2
58.28568418
0.668
0.95378395
15


optimal_loci_52574_G1
2346
3.911517
0
3790
51.61
2
58.28568418
0.529
0.953757503
15


optimal_loci_52583_G1
1701
3.82478
0
6628
50.61
3
38.85712279
0.365
0.95358747
15


optimal_loci_52584_G1
1055
3.82478
0
7556
41.99
3
38.85712279
0.319
0.95357409
15


optimal_loci_52598_G1
1704
3.82478
0
2001
53.11
4
3.771012079
0.384
0.953226738
15


optimal_loci_52706_G1
1136
5.979401
0
2919
44.71
4
44.39863695
0.375
0.945364855
11


optimal_loci_52707_G1
1219
5.974435
3.53
4491
38.63
4
44.39863695
0.194
0.94534704
12


optimal_loci_52709_G1
1975
5.974435
0
2952
47.44
6
29.94110848
0.415
0.945320764
12


optimal_loci_52751_G1
2197
6.28964
0
3485
49.84
2
20.26268253
0.501
0.943794316
13


optimal_loci_52758_G1
1176
6.28964
0
9604
47.44
3
41.40017581
0.382
0.943043186
13


optimal_loci_52791_G1
1056
6.162786
0
6351
64.01
2
2.824823706
0.962
0.940794316
13


optimal_loci_52798_G1
1217
6.335294
0
2893
54.23
2
2.824823706
0.649
0.940674822
15


optimal_loci_52810_G1
1119
6.235049
0
7917
47.54
2
2.249470894
0.643
0.940377503
15


optimal_loci_52815_G1
2415
6.202157
1.2
1851
48.19
2
21.11283371
0.416
0.940312207
15


optimal_loci_52817_G1
2133
6.175366
0
2001
61.65
3
27.10879548
0.724
0.940199903
15


optimal_loci_52821_G1
1092
6.175366
3.3
4089
60.16
3
27.10879548
0.67
0.94016268
15


optimal_loci_52826_G1
1334
6.21184
0
3099
41.67
2
40.66319322
0.487
0.939962422
14


optimal_loci_52843_G1
3646
6.160549
3.57
1001
55.89
1
2.553826385
0.649
0.938807417
14


optimal_loci_52875_G1
2458
5.959415
0
1920
50.85
4
2.295083449
0.515
0.935375178
14


optimal_loci_52877_G1
2479
5.955449
15.61
2680
56.75
5
1.844157538
0.448
0.935286243
14


optimal_loci_52953_G1
1113
3.285277
0
1181
61.18
4
10.62413854
0.715
0.933472745
9


optimal_loci_52956_G1
1255
3.285277
3.11
3325
54.26
5
8.499310829
0.664
0.933448138
9


optimal_loci_52962_G1
1219
3.286553
13.95
2001
52.83
5
8.499310829
0.488
0.933385113
8


optimal_loci_52963_G1
1757
3.278565
0
1001
47.75
4
10.62413854
0.339
0.933322013
8


optimal_loci_52977_G1
2306
2.964391
24.11
2727
34.99
2
2.536108118
0.04
0.931950872
8


optimal_loci_53026_G1
1302
4.301557
0
2834
59.83
3
0.022010351
0.808
0.929304015
6


optimal_loci_53126_G1
1965
3.922653
34.66
2907
43.05
5
4.095434433
0.333
0.922530818
2


optimal_loci_53137_G1
1300
3.87381
5.38
1001
42.53
4
4.476943704
0.265
0.921361722
2


optimal_loci_53270_G1
2226
0.497425
0
4777
43.26
1
0.878088261
0.126
0.914569795
2


optimal_loci_53276_G1
3200
0.497425
0
4849
57.21
2
3.758390701
0.688
0.91438592
2


optimal_loci_53423_G1
1168
4.824315
19.78
1490
48.45
6
28.49149737
0.454
0.904159451
13


optimal_loci_53430_G1
1576
4.49616
12.56
2182
55.32
1
0.98792547
0.61
0.903559429
17


optimal_loci_53432_G1
1273
4.49616
27.49
4463
34.72
1
0.98792547
0.129
0.903538138
17


optimal_loci_53446_G1
1824
6.056942
19.74
1024
43.42
1
4.884892144
0.289
0.902216932
18


optimal_loci_53447_G1
1201
6.170885
0
9956
52.95
2
50.85177139
0.46
0.902044844
19


optimal_loci_53448_G1
1030
6.170885
14.95
11796
40.58
2
50.85177139
0.4
0.902026878
20


optimal_loci_53452_G1
1148
6.170885
3.14
9771
39.8
2
50.85177139
0.178
0.901991927
20


optimal_loci_53478_G1
1162
6.586746
14.97
3325
49.05
2
59.1581833
0.432
0.900289171
20


optimal_loci_53483_G1
1641
6.586746
0
2001
42.35
2
59.1581833
0.25
0.900194672
20


optimal_loci_53484_G1
1627
6.586746
0
1001
49.53
2
59.1581833
0.343
0.900124435
20


optimal_loci_53517_G1
1147
5.478453
0
2001
55.79
2
57.10966723
0.323
0.899313563
20


optimal_loci_53522_G1
1214
5.464954
0
4677
56.42
2
57.10966723
0.655
0.899135264
20


optimal_loci_53524_G1
1989
5.464954
11.61
6926
53.69
2
57.10966723
0.616
0.899102713
20


optimal_loci_53532_G1
1133
4.904385
7.77
7903
45.27
3
2.885428278
0.467
0.898542325
19


optimal_loci_53537_G1
1278
4.904385
0
4914
42.87
4
2.84711135
0.389
0.898490549
19


optimal_loci_53539_G1
1112
4.904385
17.18
1135
50.44
4
2.84711135
0.354
0.898449871
19


optimal_loci_53540_G1
1098
4.904385
0
2001
39.98
3
2.917320105
0.248
0.898392659
19


optimal_loci_53548_G1
1452
4.734425
37.47
1001
47.1
5
6.448684145
0.365
0.897794155
17


optimal_loci_53574_G1
1443
4.107517
0
2748
46.7
2
2.907779761
0.359
0.896738837
17


optimal_loci_53577_G1
1560
4.107517
0
3841
59.16
5
1.868379855
0.685
0.896634403
16


optimal_loci_53666_G1
1101
1.510483
16.49
13165
42.77
1
9.86548846
0.341
0.892031055
6


optimal_loci_53693_G1
1272
2.987244
21.38
2001
38.36
5
6.946744596
0.152
0.888304618
6


optimal_loci_53706_G1
2077
4.773684
25.9
1001
40.1
4
49.37321906
0.162
0.887338934
6


optimal_loci_53712_G1
1095
4.773684
0
2001
52.87
5
11.64362889
0.277
0.886964263
6


optimal_loci_53765_G1
1716
4.029627
0
2414
43.47
4
6.579121202
0.455
0.885233638
5


optimal_loci_53783_G1
1551
3.864732
0
2163
49.51
2
12.5907944
0.425
0.883846857
5


optimal_loci_53949_G1
1486
2.700815
0
3340
56.19
2
8.693360798
0.705
0.875697976
9


optimal_loci_53950_G1
1635
2.700815
1.77
5327
43.36
2
8.693360798
0.454
0.875674984
9


optimal_loci_53955_G1
1284
2.813794
0
3168
51.47
2
5.345516719
0.483
0.87551282
9


optimal_loci_53958_G1
1192
2.818734
10.49
1715
47.65
2
4.753667676
0.4
0.875314887
9


optimal_loci_53964_G1
1310
2.818734
0
2001
52.74
2
4.753667676
0.364
0.875202121
9


optimal_loci_53972_G1
1387
2.893695
0
2001
44.7
1
6.848655211
0.26
0.874852691
9


optimal_loci_53976_G1
1792
3.082349
0
4426
57.81
2
3.444019853
0.568
0.874563509
11


optimal_loci_54002_G1
1214
4.588314
2.31
2445
44.97
3
3.268877018
0.463
0.873418493
13


optimal_loci_54009_G1
1042
4.588314
0
3669
39.73
3
3.268877018
0.265
0.873321819
13


optimal_loci_54062_G1
1454
4.249769
22.28
5478
51.03
2
21.53672793
0.492
0.869351141
9


optimal_loci_54064_G1
1037
4.249769
0
7525
57.66
1
43.07345586
0.567
0.869333595
9


optimal_loci_54073_G1
1633
4.538432
7.96
8044
48.86
3
7.348671915
0.406
0.868225038
9


optimal_loci_54083_G1
2104
4.538432
0
3035
32.36
4
8.778208177
0.225
0.868157104
9


optimal_loci_54088_G1
1648
5.105257
0
12046
38.95
3
4.355605654
0.141
0.867786276
7


optimal_loci_54128_G1
2594
3.18945
25.4
2806
37.74
2
1.694387174
0.104
0.863959064
11


optimal_loci_54138_G1
1938
3.18945
0
2719
45.04
2
157.3582378
0.404
0.863387169
9


optimal_loci_54146_G1
1669
1.37934
17.91
1001
58.29
1
2.091011194
0.398
0.862235296
9


optimal_loci_54149_G1
1670
1.37934
16.29
4049
35.98
1
2.091011194
0.171
0.862116233
9


optimal_loci_54151_G1
1316
1.522022
2.43
7006
44.6
1
2.091011194
0.388
0.862088213
9


optimal_loci_54212_G1
1158
1.877403
19.69
1909
44.55
2
0.234247621
0.239
0.858994112
13


optimal_loci_54245_G1
1592
1.491934
0
4753
53.64
5
8.074340409
0.424
0.856929279
14


optimal_loci_54249_G1
1036
1.491934
0
3860
35.13
6
7.352165517
0.15
0.856890312
14


optimal_loci_54250_G1
1367
1.491934
2.93
2074
45.13
6
7.352165517
0.353
0.856871087
14


optimal_loci_54304_G1
1233
1.968056
26.03
2047
36.57
3
5.077060852
0.213
0.855152777
11


optimal_loci_54314_G1
1628
1.743049
16.28
2001
58.66
1
42.94204063
0.635
0.854212723
11


optimal_loci_54319_G1
1152
1.743049
0
7159
59.37
1
42.94204063
0.558
0.854078105
11


optimal_loci_54320_G1
1359
1.743049
0
2809
41.28
1
100.8474336
0.432
0.853699763
11


optimal_loci_54326_G1
1082
1.997936
0
1532
50.64
2
3.394080109
0.591
0.853388127
12


optimal_loci_54332_G1
1734
1.997936
9.57
5266
36.1
3
2.262720073
0.122
0.853230721
12


optimal_loci_54353_G1
1696
1.86666
7.9
2317
37.85
2
21.48559525
0.301
0.852467944
13


optimal_loci_54404_G1
1107
0.90197
0
1001
45.52
1
2233.060052
0.283
0.848163079
12


optimal_loci_54407_G1
1279
0.90197
0
3657
35.18
1
2233.060052
0.11
0.848053746
12


optimal_loci_54422_G1
1081
0.596548
9.25
1001
41.99
2
39.35057751
0.227
0.847097481
11


optimal_loci_54427_G1
1619
0.810291
0
1001
56.7
3
88.81804522
0.64
0.846871604
10


optimal_loci_54429_G1
1106
0.810291
0
2114
54.97
3
88.81804522
0.507
0.846851399
10


optimal_loci_54437_G1
1794
0.895346
1.56
9496
46.98
1
56.04020913
0.326
0.8465331
10


optimal_loci_54439_G1
1129
0.895346
3.54
2001
48.89
1
56.04020913
0.253
0.846452422
10


optimal_loci_54453_G1
1757
0.974483
2.96
2963
58.45
3
1.42520307
0.65
0.84576718
10


optimal_loci_54463_G1
1056
0.928638
0
1001
44.6
3
24.65807769
0.339
0.844288364
11


optimal_loci_54490_G1
1620
0.90135
1.85
3604
43.76
2
1.582124616
0.28
0.842025694
13


optimal_loci_54534_G1
1004
0.948911
0
1240
35.55
5
0.373449385
0.082
0.839811163
9


optimal_loci_54574_G1
2392
0.894463
0
2392
47.24
2
0.828723327
0.538
0.838467589
14


optimal_loci_54581_G1
1515
0.894463
0
8204
35.57
2
0.828723327
0.078
0.838414467
14


optimal_loci_54590_G1
1335
0.894463
10.19
2111
45.84
2
0.828723327
0.247
0.83831606
14


optimal_loci_54602_G1
1352
1.001145
0
2946
47.55
4
19.26113011
0.506
0.837252002
15


optimal_loci_54628_G1
1813
0.733752
12.91
5493
42.8
1
2.8111154
0.225
0.835513821
14


optimal_loci_54629_G1
1466
0.733752
3.07
7414
52.11
1
2.8111154
0.334
0.835496878
14


optimal_loci_54662_G1
1704
2.10634
0
5794
46.83
2
4.705640944
0.399
0.833450215
15


optimal_loci_54663_G1
2038
2.10634
0
3723
55.05
2
4.705640944
0.568
0.833427922
15


optimal_loci_54664_G1
1098
2.10634
0
2514
53.64
2
4.705640944
0.507
0.833414909
15


optimal_loci_54665_G1
1412
2.10634
2.41
1001
44.47
2
4.705640944
0.287
0.833398622
15


optimal_loci_54666_G1
2402
2.10634
0
1001
50.74
2
4.705640944
0.404
0.833300721
16


optimal_loci_54669_G1
1537
2.10634
0
10631
39.55
2
4.705640944
0.133
0.833206372
16


optimal_loci_54700_G1
1020
2.033852
0
12708
31.66
2
9.498957249
0.121
0.832569397
13


optimal_loci_54741_G1
1184
3.10672
14.02
9885
47.38
2
11.12465416
0.38
0.829321281
11


optimal_loci_54742_G1
1201
3.095487
0
2001
29.3
5
14.50445146
0.191
0.829105188
11


optimal_loci_54763_G1
1038
2.825139
29.96
1966
45.56
5
18.65473284
0.315
0.827957212
8


optimal_loci_54788_G1
1232
2.416864
14.85
1336
41.88
2
3.510193903
0.34
0.825362067
14


optimal_loci_54829_G1
1747
2.996545
32.86
2368
33.37
1
0.537773747
0.121
0.823504607
16


optimal_loci_54847_G1
1893
2.725532
12.41
1259
48.38
3
27.02597468
0.403
0.82189887
17


optimal_loci_54857_G1
1319
2.597436
0
4386
64.82
1
27.34759026
0.651
0.820948418
18


optimal_loci_54858_G1
1609
2.597436
12.18
2744
38.59
2
15.2765972
0.092
0.820930743
18


optimal_loci_54859_G1
1097
2.597436
0
1001
45.48
2
15.2765972
0.235
0.820911981
18


optimal_loci_54861_G1
2768
2.597436
3.58
2882
48.8
3
12.70324067
0.524
0.820817051
18


optimal_loci_54863_G1
1721
2.597436
9.59
5731
36.25
3
12.70324067
0.06
0.820790904
18


optimal_loci_54865_G1
3154
2.597436
12.46
1400
54.66
3
12.70324067
0.528
0.820744284
18


optimal_loci_54867_G1
1043
2.534195
12.94
1001
47.07
2
8.169368741
0.543
0.820430635
18


optimal_loci_54868_G1
2807
2.534195
6.06
2077
34.16
1
8.782209866
0.117
0.820400065
18


optimal_loci_54878_G1
1527
2.509605
18.07
9504
48.59
1
3.62849279
0.313
0.81899958
18


optimal_loci_54899_G1
1000
2.500876
0
3279
37.7
1
0.984972012
0.136
0.818438568
19


optimal_loci_54900_G1
1798
2.500876
14.68
1397
45.38
1
0.984972012
0.446
0.81841831
19


optimal_loci_54903_G1
1004
2.500876
0
3940
50.59
1
0.984972012
0.714
0.818309699
19


optimal_loci_54920_G1
2119
2.633172
1.84
9493
50.49
1
22.06176365
0.565
0.81776662
18


optimal_loci_54924_G1
2441
2.633172
4.01
3897
52.47
1
22.06176365
0.457
0.817706383
18


optimal_loci_54949_G1
2345
2.623336
3.16
2190
53.9
1
24.25194469
0.489
0.816014833
19


optimal_loci_55003_G1
1627
2.28514
0
16758
51.87
1
6.428749981
0.759
0.814496168
12


optimal_loci_55026_G1
1011
1.685981
5.44
2225
37.09
2
94.0070788
0.075
0.81343296
11


optimal_loci_55050_G1
1147
1.744099
0
2298
39.66
3
6.142266627
0.294
0.811062433
6


optimal_loci_55062_G1
1130
1.744099
0
1112
46.1
2
11.91305991
0.353
0.810687147
7


optimal_loci_55098_G1
2098
1.814236
0
2001
48.23
2
1.138218329
0.477
0.809611733
7


optimal_loci_55154_G1
1113
0.505251
0
1434
36.11
1
8.284041069
0.108
0.805401981
7


optimal_loci_55164_G1
1445
0.495105
14.33
7566
37.71
2
362.8853448
0.155
0.80468916
6


optimal_loci_55197_G1
1193
0.642185
8.47
2001
38.64
2
18.48626573
0.156
0.803516695
7


optimal_loci_55225_G1
1416
1.356189
8.83
4569
39.83
1
5.081544148
0.246
0.802396362
7


optimal_loci_55227_G1
1744
1.356189
0
7116
40.53
1
5.081544148
0.366
0.802365414
7


optimal_loci_55290_G1
1191
0.918414
0
2316
48.11
1
9.91014601
0.452
0.798678493
6


optimal_loci_55312_G1
1148
0.97049
0
13245
46.86
2
9.396252486
0.379
0.798181087
6


optimal_loci_55390_G1
1637
1.424313
19.55
1001
48.8
2
60.35787855
0.508
0.793341292
5


optimal_loci_55413_G1
1545
1.64217
0
2001
47.18
2
2.87487977
0.385
0.791941184
3


optimal_loci_55415_G1
1469
1.369326
0
1460
43.36
2
0.671973682
0.17
0.791628525
3


optimal_loci_55485_G1
1067
2.658796
19.31
2096
42.83
1
1.300190612
0.458
0.784849569
16


optimal_loci_55492_G1
1247
3.687435
9.38
5358
38.97
2
0.967253093
0.263
0.784681141
16


optimal_loci_55493_G1
1179
3.687435
0
4146
48.85
2
0.967253093
0.393
0.784668095
16


optimal_loci_55494_G1
1804
3.687435
0
2126
52.66
2
0.967253093
0.491
0.784646351
16


optimal_loci_55495_G1
1024
3.687435
0
1001
55.76
2
0.967253093
0.634
0.784634241
16


optimal_loci_55499_G1
1139
3.687435
0
5992
39.33
1
0.634315574
0.152
0.784537492
16


optimal_loci_55502_G1
2219
3.687435
5.14
8044
48.35
1
0.634315574
0.472
0.784503778
16


optimal_loci_55524_G1
1483
2.961612
1.89
1753
42.68
3
0.994446883
0.254
0.7836331
18


optimal_loci_55527_G1
1067
2.961612
0
2628
39.45
4
0.745835162
0.196
0.783562304
18


optimal_loci_55528_G1
1027
2.796359
0
4115
51.7
4
0.745835162
0.659
0.783546728
18


optimal_loci_55529_G1
1895
2.796359
0
5175
51.55
4
0.745835162
0.618
0.783525974
18


optimal_loci_55530_G1
1271
2.796359
10.31
7103
44.92
4
0.745835162
0.192
0.783511938
18


optimal_loci_55531_G1
2569
2.796359
16.58
5493
36.78
4
0.745835162
0.203
0.783482842
18


optimal_loci_55532_G1
1266
2.796359
0
3953
29.3
4
0.745835162
0.081
0.783466265
18


optimal_loci_55541_G1
1147
2.796359
35.57
1001
29.29
2
6.012279303
0.17
0.782657029
18


optimal_loci_55574_G1
1029
3.043686
0
3168
43.34
4
1.420567367
0.254
0.78025056
19


optimal_loci_55594_G1
1105
1.471139
0
2001
57.37
3
66.73039796
0.622
0.778881529
12


optimal_loci_55608_G1
1306
1.471139
0
3109
30.93
1
0.2447366
0.111
0.778588428
12


optimal_loci_55650_G1
1751
1.342996
0
5130
45.17
1
49.06470612
0.407
0.77698253
4


optimal_loci_55765_G1
1674
0.942
9.74
2001
37.27
2
10.95097147
0.144
0.769580065
7


optimal_loci_55788_G1
1117
0.940438
0
1205
60.42
3
5.552634446
0.785
0.768427815
7


optimal_loci_55802_G1
3244
1.072904
8.05
1001
49.72
1
1.367976704
0.43
0.76746662
11


optimal_loci_55852_G1
1157
1.193791
0
2789
54.27
1
23.8972847
0.605
0.765352078
11


optimal_loci_55854_G1
1127
1.193791
0
4268
37.88
1
23.8972847
0.366
0.76533648
11


optimal_loci_55855_G1
1137
1.193791
2.81
6367
47.31
2
15.46044253
0.33
0.765313778
11


optimal_loci_55860_G1
1797
1.193791
4.84
3405
41.4
1
7.023600359
0.139
0.765151507
11


optimal_loci_55912_G1
1372
1.384393
0
1676
44.09
1
23.09232088
0.392
0.76276239
9


optimal_loci_55913_G1
1159
1.384393
3.19
3081
54.01
1
23.09232088
0.511
0.762749559
9


optimal_loci_55916_G1
1650
1.384393
0
5396
38.36
1
23.09232088
0.164
0.762719354
9


optimal_loci_55920_G1
1629
1.41291
0
2649
45.54
1
16.9039453
0.413
0.762374241
9


optimal_loci_56005_G1
1726
2.428938
0
2828
51.73
1
8.007073391
0.611
0.755532637
10


optimal_loci_56043_G1
1104
2.682819
0
2167
45.83
2
5.8733667
0.42
0.753580614
11


optimal_loci_56055_G1
1538
2.682819
19.77
3010
43.43
3
5.526773013
0.315
0.753025565
11


optimal_loci_56061_G1
1067
2.682819
19.21
2397
32.52
5
8.310968529
0.131
0.752826437
11


optimal_loci_56068_G1
1741
2.682819
1.61
1415
47.21
5
130.3320266
0.37
0.752560958
11


optimal_loci_56084_G1
1396
1.709796
0
16846
41.11
2
0.368844939
0.2
0.751160893
11


optimal_loci_56086_G1
1097
1.709796
0
15180
51.95
2
0.368844939
0.566
0.75114296
11


optimal_loci_56088_G1
1444
1.709796
0
7363
38.01
2
0.368844939
0.24
0.751058816
11


optimal_loci_56089_G1
1961
1.709796
5.05
5143
37.42
2
0.368844939
0.137
0.751034919
11


optimal_loci_56093_G1
1250
1.709796
5.04
2001
37.76
2
0.368844939
0.239
0.751001098
11


optimal_loci_56114_G1
1112
2.937578
0
2001
38.03
2
16.99878001
0.168
0.749048041
13


optimal_loci_56176_G1
5187
3.638735
0.66
2569
53.05
2
2.674091323
0.496
0.744665791
5


optimal_loci_56193_G1
2763
3.638735
4.6
2103
49.54
2
2.674091323
0.355
0.744513046
5


optimal_loci_56197_G1
1030
3.638735
4.76
2001
45.72
1
4.520803575
0.258
0.744178805
5


optimal_loci_56241_G1
2499
2.050618
1.6
19188
42.69
1
11.87751763
0.311
0.741533638
5


optimal_loci_56298_G1
1355
0.263265
17.49
2001
37.26
3
3.249289947
0.114
0.737504553
4


optimal_loci_56391_G1
1309
0.234681
19.79
7043
43.92
1
1.772800061
0.538
0.733818536
3


optimal_loci_56395_G1
1651
0.234681
12.3
4303
38.34
3
26.60327168
0.192
0.733012573
3


optimal_loci_56489_G1
1499
0.163024
36.02
12062
39.49
1
21.02998823
0.108
0.726558762
1


optimal_loci_56610_G1
1062
0.235226
25.8
17836
38.98
1
15.26176319
0.275
0.718888461
1


optimal_loci_56725_G1
1083
0.281964
0
1800
33.88
4
3.374048766
0.118
0.710666911
4


optimal_loci_56729_G1
1131
0.288013
21.22
8282
40.31
2
4.982776634
0.109
0.71016409
4


optimal_loci_56735_G1
1697
0.288013
7.84
2605
46.67
2
4.982776634
0.388
0.710102982
4


optimal_loci_56745_G1
1299
0.304902
0
1267
55.81
2
7.350275354
0.466
0.709546233
4


optimal_loci_56839_G1
2081
0.939652
0
5123
46.22
3
0.269991887
0.382
0.703345274
6


optimal_loci_56841_G1
1372
0.939652
0
2820
55.46
3
0.269991887
0.423
0.703320484
6


optimal_loci_56846_G1
1270
0.939652
0
5503
57.4
5
6.081095883
0.636
0.703181722
6


optimal_loci_56847_G1
1706
0.939652
0
2001
53.63
5
6.081095883
0.475
0.703095673
6


optimal_loci_56925_G1
1111
2.597109
0
4300
52.29
2
5.867393949
0.414
0.699020969
9


optimal_loci_56939_G1
1150
2.769703
4.43
2001
55.21
2
14.19833689
0.722
0.698095188
9


optimal_loci_56952_G1
1730
3.041037
0
2408
41.21
5
10.18071093
0.248
0.697242056
6


optimal_loci_56985_G1
1317
3.492072
13.82
2988
40.16
2
2.455427111
0.335
0.695353143
7


optimal_loci_56988_G1
3497
3.575022
4.46
1001
50.32
2
2.455427111
0.369
0.695193929
7


optimal_loci_57037_G1
1108
4.672555
0
14714
33.03
2
16.40735581
0.224
0.691872917
7


optimal_loci_57049_G1
1047
1.967577
16.81
1277
38.87
3
4.378017782
0.248
0.690989731
6


optimal_loci_57107_G1
2692
2.000562
10.74
10345
46.06
1
1.417662146
0.333
0.687231991
7


optimal_loci_57123_G1
1024
2.437887
5.37
2816
41.11
2
2.12969919
0.341
0.686559978
7


optimal_loci_57176_G1
1127
2.628609
4.17
14047
45.69
2
3.34074734
0.272
0.684768321
6


optimal_loci_57183_G1
1363
2.530673
0
18463
46.07
1
0.586132966
0.331
0.684237094
6


optimal_loci_57231_G1
1252
2.173337
6.55
1336
35.86
2
36.8609996
0.138
0.682009193
6


optimal_loci_57248_G1
1425
2.173337
21.33
8478
41.75
3
5.026625186
0.283
0.680818708
5


optimal_loci_57316_G1
1098
1.610734
0
1001
40.52
1
56.85964659
0.268
0.675686685
6


optimal_loci_57327_G1
1167
1.53558
0
1823
43.44
4
8.800565954
0.26
0.674040194
5


optimal_loci_57332_G1
1328
1.374017
9.79
1840
39.15
4
4.66997373
0.199
0.673389645
5


optimal_loci_57380_G1
1829
2.103329
1.59
7438
42.91
1
6.08017405
0.209
0.671024144
6


optimal_loci_57382_G1
1240
2.103329
2.74
9716
58.79
1
6.08017405
0.684
0.671005963
6


optimal_loci_57436_G1
1898
0.490461
17.23
4348
41.35
2
40.41129425
0.27
0.667368837
3


optimal_loci_57771_G1
1863
0.385137
7.25
2654
40.25
7
101.8653252
0.198
0.650111313
2


optimal_loci_57827_G1
1603
1.181745
5.12
7709
37.05
1
36.37570626
0.226
0.645407492
3


optimal_loci_57856_G1
1963
2.184472
28.32
11288
36.06
1
17.94911424
0
0.642684327
2


optimal_loci_57940_G1
1396
1.054216
0
3218
39.68
1
28.90643928
0.167
0.635681862
1


optimal_loci_58039_G1
1182
0.771803
0
15474
44.16
2
6.098778972
0.369
0.626788837
2


optimal_loci_58041_G1
1420
0.771803
9.08
13545
54.01
2
6.098778972
0.425
0.626768073
2


optimal_loci_58137_G1
1111
0.025789
0
1421
50.49
1
27.78390007
0.471
0.619769053
1


optimal_loci_58251_G1
1366
0.102661
15.89
5233
38.28
4
0.425239433
0.233
0.613867653
2


optimal_loci_58275_G1
1709
0.738232
0
2001
36.8
1
49.17211443
0.213
0.611562304
2


optimal_loci_58368_G1
1553
3.644468
15.07
4370
35.6
3
21.82553725
0.202
0.603662605
4


optimal_loci_58378_G1
1114
3.29739
0
2871
46.31
3
21.82553725
0.475
0.603548568
4


optimal_loci_58379_G1
1265
3.284549
8.54
2001
45.84
3
21.82553725
0.297
0.60338211
4


optimal_loci_58453_G1
2953
2.407803
4.98
5906
37.58
2
0.732042746
0.171
0.600186523
5


optimal_loci_58498_G1
1099
1.392645
0
2375
38.39
1
4.619369991
0.189
0.59717267
4


optimal_loci_58581_G1
1269
0.681481
26.16
5581
35.53
2
0.404540391
0
0.592344403
6


optimal_loci_58586_G1
1184
0.681481
33.36
8758
42.9
2
0.404540391
0.228
0.592311119
6


optimal_loci_58630_G1
1324
1.935422
2.11
3086
48.48
1
6.324686736
0.3
0.589804144
5


optimal_loci_58634_G1
1044
1.935422
0
6295
40.51
1
6.324686736
0.086
0.589772616
5


optimal_loci_58638_G1
1114
2.086339
0
4340
47.48
2
34.78546018
0.314
0.589581927
5


optimal_loci_58888_G1
1307
0.049323
4.74
17698
55.24
1
15.12521289
0.692
0.573768751
2


optimal_loci_58912_G1
1590
0.049323
0
1001
40.18
1
0.077017774
0.21
0.572029612
3


optimal_loci_58992_G1
2564
1.276401
11.04
5595
55.85
2
6.636684062
0.61
0.567908751
3


optimal_loci_59034_G1
2310
1.150359
0
2001
37.61
3
2.880764805
0.209
0.564135361
2


optimal_loci_59167_G1
1570
0.939513
0
4839
52.54
2
1.55573036
0.509
0.556159795
3


optimal_loci_59200_G1
1490
1.292876
6.38
3355
46.44
4
3.197208574
0.332
0.553386222
9


optimal_loci_59233_G1
1297
1.482214
8.87
4976
39.16
1
3.105819884
0.019
0.550832217
9


optimal_loci_59237_G1
1019
1.525996
0
2001
40.13
2
2.715143835
0.269
0.550703229
8


optimal_loci_59242_G1
1657
1.525996
0
4718
37.41
2
2.715143835
0.214
0.550667115
8


optimal_loci_59249_G1
1795
1.525996
0
1001
38.05
4
1.441216053
0.205
0.550521507
8


optimal_loci_59251_G1
1482
1.348277
0
2700
36.57
3
0.886348109
0
0.550438633
8


optimal_loci_59255_G1
1348
1.348277
2.74
2001
58.6
3
0.886348109
0.638
0.550303638
8


optimal_loci_59288_G1
1402
1.32119
0
1001
43.5
2
15.89512146
0.336
0.549005727
8


optimal_loci_59396_G1
1051
0.384822
3.62
3221
29.01
2
13.61818928
0.094
0.541119203
4


optimal_loci_59397_G1
1833
0.384822
0
1268
57.82
2
13.61818928
0.465
0.541098181
4


optimal_loci_59463_G1
1310
0.406852
31.53
11684
33.58
2
0.239431984
0.144
0.537732734
6


optimal_loci_59466_G1
1534
0.406852
23.53
2216
38.26
1
0.478863967
0.252
0.537530323
6


optimal_loci_59517_G1
1015
0.409826
8.97
6092
54.87
2
10.52646427
0.631
0.53333535
6


optimal_loci_59518_G1
1748
0.409826
0
7140
55.66
2
10.52646427
0.726
0.533316179
6


optimal_loci_59569_G1
1354
0.350012
0
9856
29.61
1
3.917660879
0.279
0.529621496
4


optimal_loci_59586_G1
1135
0.347562
25.37
9457
36.65
2
1.95883044
0.306
0.529308525
4


optimal_loci_59704_G1
3070
0.491023
0
2052
51.1
2
28.94230906
0.445
0.522318396
1


optimal_loci_59828_G1
1202
0.29601
0
2155
53.49
2
21.94582793
0.601
0.513457309
4


optimal_loci_59830_G1
1166
0.302693
0
4467
55.4
2
21.94582793
0.625
0.513432809
4


optimal_loci_59831_G1
2656
0.302693
0
5666
56.92
3
14.63055195
0.556
0.513403864
4


optimal_loci_59835_G1
1075
0.302693
2.6
1001
46.79
3
0.477526211
0.428
0.513253994
4


optimal_loci_59894_G1
1112
0.572388
14.3
2001
44.06
5
3.366464288
0.111
0.507375135
3


optimal_loci_59922_G1
1052
0.753055
6.75
1001
30.51
4
1.388102367
0.119
0.505227729
5


optimal_loci_59928_G1
1219
0.753055
0
3544
40.77
5
4.57970571
0.19
0.505138568
5


optimal_loci_59985_G1
1249
0.985788
0
11406
35.22
3
11.3140273
0.169
0.500987298
5


optimal_loci_59989_G1
1050
0.985788
0
17082
38.09
2
16.97104095
0.1
0.500928342
5


optimal_loci_60041_G1
1594
0.997115
8.09
17929
49.56
1
0.149828964
0.486
0.496956954
3


optimal_loci_60209_G1
1441
0.562762
2.43
2244
58.22
1
63.45891958
0.566
0.488534499
5


optimal_loci_60213_G1
1496
0.562762
0
6414
49.46
1
63.45891958
0.41
0.48848902
5


optimal_loci_60216_G1
2329
0.533052
4.42
2001
36.49
1
40.62384658
0.162
0.48814606
5


optimal_loci_60228_G1
2394
0.502394
0
6616
46.19
1
9.695191693
0.492
0.487645673
6


optimal_loci_60310_G1
1180
0.076994
22.37
6357
46.94
1
3.162919411
0.35
0.483656932
9


optimal_loci_60339_G1
2711
0.63086
26.67
3901
34.15
2
33.70008166
0.076
0.482270097
7


optimal_loci_60380_G1
1408
0.829609
26.21
3545
37.42
3
10.80570301
0.22
0.478918654
7


optimal_loci_60386_G1
1064
0.829609
0
4128
60.99
3
10.80570301
0.601
0.478823961
7


optimal_loci_60387_G1
1325
0.735036
3.7
2770
54.49
3
10.80570301
0.489
0.478809343
7


optimal_loci_60395_G1
1254
0.624604
6.14
1356
39.31
3
5.510365247
0.139
0.476989817
6


optimal_loci_60452_G1
1041
0.66594
0
8552
43.32
1
2.389457168
0.303
0.474341572
5


optimal_loci_60846_G1
1070
0.243855
0
1001
40.84
3
8.114803582
0.095
0.448465296
1


optimal_loci_61010_G1
1068
0.150746
0
5282
48.22
1
20.14093739
0.507
0.436758009
2


optimal_loci_61011_G1
1579
0.150746
7.09
6383
50.79
1
20.14093739
0.585
0.436740657
2


optimal_loci_61414_G1
1640
0.165968
23.48
4348
32.86
1
1.472908897
0.112
0.415993337
2


optimal_loci_61423_G1
1766
0.174537
22.34
3512
41.16
3
1.310246639
0.231
0.415715145
5


optimal_loci_61498_G1
1282
0.1718
8.03
7131
42.35
1
181.2765866
0.477
0.410592906
6


optimal_loci_61500_G1
1179
0.1718
0
5528
55.64
1
181.2765866
0.616
0.410575651
6


optimal_loci_61504_G1
1539
0.1718
0
1001
43.07
1
181.2765866
0.472
0.410526921
6


optimal_loci_61579_G1
2254
0.225947
0
5555
47.33
1
7.763170904
0.291
0.407631163
6


optimal_loci_61582_G1
1049
0.225947
19.54
2001
38.51
1
7.763170904
0.108
0.407520205
6


optimal_loci_61639_G1
1208
0.089137
21.85
2578
42.46
2
9.549194798
0.346
0.40319324
4


optimal_loci_61743_G1
2058
0.020553
0
6434
50.38
2
0.408172136
0.489
0.399331453
2


optimal_loci_61934_G1
1329
0.29354
2.11
15574
43.49
1
0.042964074
0.315
0.388682433
1


optimal_loci_62343_G1
1171
0.060213
15.03
16533
36.72
1
37.01180236
0
0.367727008
4


optimal_loci_62346_G1
1743
0.060213
0
2085
48.02
2
19.44962092
0.567
0.367483423
4


optimal_loci_62347_G1
1032
0.060213
0
1001
45.83
2
19.44962092
0.212
0.367456814
4


optimal_loci_62420_G1
1000
0.060213
25.7
10812
32.2
1
24.92560473
0.112
0.364359645
4


optimal_loci_62519_G1
1765
0.062732
6.12
1001
55.18
3
4.351212408
0.422
0.357206136
2


optimal_loci_62533_G1
1002
0.062732
0
2149
40.11
4
3.26780254
0.092
0.357061087
2


optimal_loci_62665_G1
1114
0.908022
34.65
2766
41.65
2
31.20642875
0.054
0.34692803
4


optimal_loci_62668_G1
1295
0.908022
0
10540
41.54
2
31.20642875
0.412
0.3468424
4


optimal_loci_62707_G1
1144
0.91196
0
3201
64.16
2
8.60997208
0.586
0.34467225
4


optimal_loci_62708_G1
1675
0.91196
0
4378
60
2
8.60997208
0.48
0.344653864
4


optimal_loci_62911_G1
1561
1.446414
0
16387
37.15
1
36.99848904
0.195
0.334381302
4


optimal_loci_62916_G1
1803
1.446414
1.61
3730
37.27
2
18.49924452
0.174
0.334245059
4


optimal_loci_62920_G1
1058
1.446414
38.19
2207
32.51
3
12.37256848
0.089
0.334105479
4


optimal_loci_62922_G1
1217
1.446414
0
17069
48.8
1
0.11921639
0.439
0.33375817
4


optimal_loci_63010_G1
1578
0.355447
5.7
16937
43.53
1
0.212678551
0.368
0.327311141
2


optimal_loci_63068_G1
2511
0.230249
18.76
3733
42.29
1
3.934653932
0.211
0.32486901
2


optimal_loci_63195_G1
1098
0.633987
18.12
17737
37.34
1
2.299679245
0.232
0.316762347
1


optimal_loci_63393_G1
1324
0.379011
22.73
1001
42.82
1
15.16130782
0.206
0.303606577
3


optimal_loci_63429_G1
1294
0.341812
0
3964
37.17
1
11.67543858
0.1
0.301012239
3


optimal_loci_63432_G1
2150
0.341812
0
7276
44.04
1
11.67543858
0.288
0.300967374
3


optimal_loci_64279_G1
1151
0.043322
0
2785
41
2
0.138593898
0.169
0.238686792
1


optimal_loci_64364_G1
1987
0.113114
0
1001
46.35
2
1.663704877
0.406
0.232390764
1


optimal_loci_64459_G1
1214
0.262699
35.09
2154
41.1
1
0.524037974
0.238
0.226087772
4


optimal_loci_64542_G1
1330
0.3038
0
1006
61.2
1
0.715489091
0.623
0.222765931
6


optimal_loci_64548_G1
2584
0.301896
0
5119
40.82
1
0.715489091
0.297
0.222657169
6


optimal_loci_64549_G1
1534
0.301896
0
7770
39.11
1
0.715489091
0.198
0.222639935
6


optimal_loci_64601_G1
1155
0.307976
19.65
3356
43.72
2
1.994071778
0.292
0.219961658
5


optimal_loci_64643_G1
1009
0.298863
2.97
2261
38.55
1
3.428961566
0.118
0.217672939
5


optimal_loci_64718_G1
1001
0.29993
12.99
5147
38.86
1
57.30804893
0.01
0.211157578
2


optimal_loci_64722_G1
1195
0.29993
0
1340
37.07
1
57.30804893
0.156
0.211047234
2


optimal_loci_65456_G1
2080
0.212068
32.74
6538
35.76
1
0.36554036
0.156
0.157810883
1


optimal_loci_66070_G1
1261
0.08838
0
3471
38.38
1
2.331633188
0.209
0.110458116
1


optimal_loci_66202_G1
1105
0.001621
21.18
7199
34.38
1
570.0691809
0.217
0.101346512
1


optimal_loci_72631_G1
1154
0.095364
23.22
1001
37.78
1
0.620692925
0.156
0.229969623
1


optimal_loci_72780_G1
1101
0.211837
14.99
2149
37.05
2
21.05567121
0.329
0.235203358
3


optimal_loci_72781_G1
1084
0.211837
0
3369
36.16
2
21.05567121
0
0.235211927
3


optimal_loci_72848_G1
1615
0.216185
7.37
2208
35.78
1
2.955888264
0.121
0.238005621
3


optimal_loci_73221_G1
1417
0.136835
2.54
6827
44.88
2
2.314418708
0.329
0.257333006
1


optimal_loci_74607_G1
1003
0.527827
0
2624
46.95
3
5.324750317
0.351
0.315660566
1


optimal_loci_75292_G1
1087
0.273015
14.08
3341
41.58
2
3.411811943
0.257
0.33953596
5


optimal_loci_75335_G1
1914
0.370377
4.75
5148
33.17
2
4.021732259
0.119
0.341028506
5


optimal_loci_75336_G1
1585
0.370377
0
3493
37.79
2
4.021732259
0.225
0.341042441
5


optimal_loci_75365_G1
1609
0.43707
12
7988
46.36
2
1.392626699
0.477
0.342012997
5


optimal_loci_75406_G1
1033
0.441903
0
2332
39.49
1
9.042942286
0.251
0.342940778
5


optimal_loci_75644_G1
1477
0.323534
0
1672
51.65
1
9.780469832
0.527
0.351884102
1


optimal_loci_76564_G1
2912
0.220784
0
5326
33.03
1
0.771893338
0.153
0.394009658
1


optimal_loci_76728_G1
1437
0.354409
0
3503
41.19
1
0.067250271
0.094
0.400231025
4


optimal_loci_76729_G1
1039
0.354409
0
1315
38.11
1
0.067250271
0.126
0.400283502
4


optimal_loci_76733_G1
1345
0.354409
15.39
5410
40.29
1
0.067250271
0.169
0.400312265
4


optimal_loci_76739_G1
1174
0.335078
30.83
19784
46.67
1
2.546029973
0.386
0.400462522
4


optimal_loci_77426_G1
1018
0.053786
17.98
13675
41.94
1
2.419882565
0.137
0.429997469
2


optimal_loci_77444_G1
1046
0.046849
21.7
8628
36.23
2
8.36328374
0
0.430375929
2


optimal_loci_77581_G1
1960
0.107655
6.63
10853
38.06
1
18.39136289
0.052
0.437082107
3


optimal_loci_77595_G1
2466
0.147621
18.9
8002
40.59
1
18.39136289
0.136
0.437374664
3


optimal_loci_77617_G1
1120
0.270816
0
1001
39.01
3
14.89693922
0.201
0.439621187
3


optimal_loci_77899_G1
1374
0.174429
37.26
14398
38.35
2
15.27714915
0.199
0.45136341
1


optimal_loci_78701_G1
1094
1.158249
39.12
6418
37.93
2
2.105190329
0.003
0.483630562
3


optimal_loci_78754_G1
1006
1.022099
15.11
2001
43.33
2
3.064378014
0.298
0.485518502
3


optimal_loci_78771_G1
1005
1.000883
0
4682
42.58
2
12.38342965
0.219
0.486292794
3


optimal_loci_79826_G1
1524
0.531361
0
10778
42.78
2
42.67109101
0.328
0.530368446
3


optimal_loci_79832_G1
1040
0.531361
0
1001
33.07
2
42.67109101
0.217
0.530510521
3


optimal_loci_79861_G1
2898
0.867296
25.81
1001
33.98
1
15.08917488
0.087
0.532378549
3


optimal_loci_80142_G1
3506
0.444441
21.02
2519
50.28
1
0.034628146
0.444
0.546395096
1


optimal_loci_80265_G1
2563
0.280857
23.14
6374
35.31
3
0.55274231
0.156
0.552279114
6


optimal_loci_80271_G1
1425
0.282972
32.63
9700
35.71
1
12.95031067
0.184
0.552574017
6


optimal_loci_80282_G1
1037
0.282972
6.75
2307
40.79
2
7.749850619
0.185
0.552935711
6


optimal_loci_80300_G1
1200
0.280402
16.5
1663
35.75
3
0.292572339
0.057
0.553188898
6


optimal_loci_80375_G1
1086
0.27258
0
8214
39.59
1
4.347792074
0.255
0.555365589
6


optimal_loci_80379_G1
1772
0.27258
16.82
5333
56.43
1
4.347792074
0.611
0.555381007
6


optimal_loci_80524_G1
1101
0.229017
38.51
9069
37.96
2
25.19927316
0.199
0.560230086
4


optimal_loci_80564_G1
1465
0.306843
39.18
2004
39.18
3
6.450586453
0.26
0.560911408
4


optimal_loci_80591_G1
1964
0.324387
0
5833
47.14
1
0.084283601
0.273
0.56123001
4


optimal_loci_80592_G1
1196
0.322676
0
3919
40.63
1
0.084283601
0.194
0.561248848
4


optimal_loci_80792_G1
1074
1.358911
3.54
13605
42.08
1
0.46401909
0.353
0.568808359
2


optimal_loci_80795_G1
1341
1.358911
0
6447
44.81
1
0.46401909
0.19
0.56899807
2


optimal_loci_80882_G1
1603
0.762472
0
5895
34.12
3
2.307557167
0.201
0.573541325
1


optimal_loci_81004_G1
1046
3.277338
6.41
6719
53.34
1
12.11621969
0.722
0.578886847
3


optimal_loci_81035_G1
1105
2.13142
0
1848
40.45
1
21.33850973
0.104
0.579971333
3


optimal_loci_81064_G1
1641
2.073291
23.77
1542
33.94
1
1.505375619
0.235
0.581187125
3


optimal_loci_81339_G1
1086
0.81191
0
8853
38.85
1
0.693298688
0.099
0.590732589
1


optimal_loci_81521_G1
2012
0.465219
4.62
3462
33.79
2
6.166519574
0.043
0.595244095
4


optimal_loci_81527_G1
1046
0.465219
0
1990
49.71
1
12.33303915
0.535
0.595359127
4


optimal_loci_81594_G1
1625
0.759473
31.32
5005
35.38
3
7.589845294
0
0.597899662
8


optimal_loci_81602_G1
1336
0.759473
0
15830
48.8
2
5.932192909
0.588
0.597975697
8


optimal_loci_81625_G1
1370
0.863975
2.63
3545
33.57
1
0.043143423
0.163
0.598976695
6


optimal_loci_81629_G1
1424
0.863975
0
1705
44.38
1
0.043143423
0.385
0.599033428
6


optimal_loci_81630_G1
2059
0.863975
3.59
3415
51.18
1
0.043143423
0.476
0.599045439
6


optimal_loci_81673_G1
1203
0.521485
12.55
11171
37.24
2
0.069341888
0.19
0.600417593
10


optimal_loci_81773_G1
1645
0.245818
28.94
1490
46.2
1
2.815875433
0.312
0.602865761
6


optimal_loci_81774_G1
1249
0.245818
0
3282
34.82
1
2.815875433
0.081
0.602878348
6


optimal_loci_81775_G1
1833
0.245818
33.01
4564
38.02
1
2.815875433
0.271
0.602887353
6


optimal_loci_81803_G1
1075
0.180336
0
1985
31.72
1
2.004374813
0.171
0.603827088
7


optimal_loci_81833_G1
1174
0.184792
6.56
13362
42.75
1
60.64609925
0.208
0.605105858
8


optimal_loci_81871_G1
1713
0.295723
11.85
5888
56.21
1
8.306698442
0.595
0.60705693
6


optimal_loci_81882_G1
1395
0.39234
2.87
1101
43.65
1
1.505133326
0.198
0.607409156
5


optimal_loci_81887_G1
1280
0.389163
0
14788
42.26
1
1.505133326
0.184
0.607505294
5


optimal_loci_81941_G1
2606
0.421443
6.22
2430
43.93
2
0.353018069
0.472
0.609111909
5


optimal_loci_81992_G1
1321
1.465365
0
3782
38.45
1
61.58131348
0.124
0.6120573
2


optimal_loci_82147_G1
1466
0.913901
19.3
1687
61.32
2
0.593551887
0.828
0.617787302
3


optimal_loci_82184_G1
1611
0.114827
0
1147
43.51
1
2.374861876
0.23
0.619344834
4


optimal_loci_82185_G1
1802
0.114827
0
3002
33.9
1
2.374861876
0.222
0.619357863
4


optimal_loci_82253_G1
1861
0.367807
14.78
4231
42.34
3
24.71939846
0.504
0.621551939
8


optimal_loci_82315_G1
1317
0.591994
18.45
4406
59.68
2
12.05657654
0.616
0.624115877
7


optimal_loci_82317_G1
1362
0.591994
0
2595
47.94
2
12.05657654
0.439
0.624128281
7


optimal_loci_82331_G1
1070
0.6583
0
4950
31.02
1
5.137654584
0.119
0.624522117
7


optimal_loci_82335_G1
1548
0.6583
0
2001
38.5
1
5.137654584
0.092
0.624539474
7


optimal_loci_82339_G1
1259
0.664743
24.38
8423
36.06
1
5.137654584
0.034
0.624630575
8


optimal_loci_82404_G1
1517
0.958667
9.1
17906
41.92
1
68.21290415
0.286
0.627105091
9


optimal_loci_82425_G1
1318
0.904861
27.16
9448
34.67
2
33.25438587
0
0.628063432
5


optimal_loci_82430_G1
1171
0.821632
0
2001
54.31
1
62.27839978
0.807
0.62823224
4


optimal_loci_82477_G1
1479
1.149908
0
4291
51.52
1
2.321872031
0.489
0.630056607
4


optimal_loci_82562_G1
1365
0.964232
0
19263
46.44
1
0.115192164
0.42
0.633642819
10


optimal_loci_82576_G1
1276
0.926744
2.59
2529
46.39
2
2.203966447
0.349
0.634008264
11


optimal_loci_82579_G1
1029
0.926744
0
4864
32.94
1
4.392706201
0.136
0.634078736
11


optimal_loci_82590_G1
1249
1.211737
18.73
6821
40.11
2
0.452598027
0.191
0.634330322
11


optimal_loci_82591_G1
1530
1.211737
3.59
5109
45.09
2
0.452598027
0.548
0.634340373
11


optimal_loci_82593_G1
1951
1.211737
0
2048
49.82
2
0.452598027
0.314
0.634358916
11


optimal_loci_82596_G1
1007
1.211737
0
1689
54.51
2
0.452598027
0.528
0.634413402
11


optimal_loci_82622_G1
1677
1.372215
7.81
2870
54.8
3
8.798611899
0.586
0.635829526
12


optimal_loci_82628_G1
1010
1.372215
5.74
5555
53.06
2
4.539368733
0.639
0.635986765
12


optimal_loci_82662_G1
2132
1.395429
3.56
2235
39.11
2
19.56689799
0.154
0.637090665
19


optimal_loci_82665_G1
1757
1.395429
0
2001
47.41
2
0.501135211
0.552
0.637291362
18


optimal_loci_82708_G1
1461
2.45223
3.15
3898
47.02
1
0.082048066
0.231
0.63917695
14


optimal_loci_82738_G1
1036
2.682853
26.25
3336
44.01
2
0.129946436
0.184
0.639647678
14


optimal_loci_82739_G1
2486
2.682853
1.77
1016
39.5
2
0.129946436
0.142
0.639703624
14


optimal_loci_82742_G1
1307
2.65809
2.91
4070
50.42
2
0.129946436
0.601
0.639772459
14


optimal_loci_82750_G1
3165
2.657429
14.28
2021
47.45
2
0.396643696
0.405
0.640134463
14


optimal_loci_82751_G1
1124
2.657429
0
7805
35.14
2
0.396643696
0.107
0.640175089
14


optimal_loci_82773_G1
1477
2.657429
0
12318
46.58
1
0.229040038
0.326
0.640373497
14


optimal_loci_82774_G1
1035
2.657429
7.15
13857
46.18
1
0.229040038
0.429
0.640384306
14


optimal_loci_82804_G1
1614
2.569516
0
1675
58.05
3
16.50467876
0.601
0.642443205
13


optimal_loci_82808_G1
1683
2.51687
6.36
2001
54.07
4
12.46982241
0.408
0.642545594
13


optimal_loci_82810_G1
2798
2.488398
11.97
2001
59.04
2
16.30058404
0.543
0.642706865
12


optimal_loci_82821_G1
1109
2.397035
0
3594
49.77
2
0.456900746
0.456
0.643123887
12


optimal_loci_82871_G1
1596
1.801366
10.9
2001
50.43
1
1.059336159
0.472
0.645059893
6


optimal_loci_82929_G1
1085
1.056971
26.91
4343
47.28
1
1.322952263
0.455
0.646873506
2


optimal_loci_83027_G1
1188
1.547525
23.74
5629
52.69
2
4.149400251
0.541
0.650802089
3


optimal_loci_83029_G1
1316
1.547525
0
3038
42.09
2
4.149400251
0.46
0.650819389
3


optimal_loci_83082_G1
1303
1.048143
0
2001
48.34
2
2.885339313
0.525
0.653858755
3


optimal_loci_83168_G1
1122
1.337105
27.54
8916
56.14
2
4.508065677
0.417
0.657978258
6


optimal_loci_83171_G1
1154
1.61711
27.56
9547
38.21
2
2.765199131
0.126
0.658100784
6


optimal_loci_83175_G1
2475
1.61711
18.83
4318
50.14
3
16.2057168
0.343
0.658128234
6


optimal_loci_83182_G1
1007
1.600375
25.22
4028
46.97
3
16.2057168
0.478
0.658299964
6


optimal_loci_83243_G1
1166
1.813988
0
2001
37.9
3
0.287424547
0.152
0.661056585
9


optimal_loci_83244_G1
1140
1.813988
31.49
2001
52.01
2
0.431136821
0.425
0.661136771
9


optimal_loci_83327_G1
1318
1.557795
35.96
1343
43.85
4
2.541765292
0.292
0.663782925
8


optimal_loci_83338_G1
1083
1.557795
16.34
3715
47.55
3
69.2761174
0.506
0.663869545
8


optimal_loci_83342_G1
1189
1.322586
17.41
1288
38.18
3
69.2761174
0.13
0.663961412
8


optimal_loci_83359_G1
1408
1.27797
0
1748
46.8
2
16.80514131
0.399
0.664693855
7


optimal_loci_83392_G1
2237
1.53744
13.95
2624
36.65
3
70.21294953
0.13
0.66583914
8


optimal_loci_83402_G1
1469
1.369757
0
1001
43.09
5
0.317954935
0.265
0.666393391
8


optimal_loci_83471_G1
1288
1.504483
0
15347
44.56
2
0.341393827
0.433
0.667548278
5


optimal_loci_83489_G1
1435
1.021454
13.87
3687
52.61
2
0.638262375
0.52
0.668309736
4


optimal_loci_83584_G1
1150
0.654857
15.3
15134
34.86
2
4.14295712
0.178
0.672186939
3


optimal_loci_83639_G1
1305
1.024099
4.44
7542
50.49
4
9.012114771
0.321
0.675452267
9


optimal_loci_83642_G1
1190
1.029107
0
10428
39.91
4
9.012114771
0.298
0.675472538
9


optimal_loci_83650_G1
1401
1.001315
0
9056
29.47
1
3.932177444
0.132
0.675880275
9


optimal_loci_83671_G1
2032
1.097556
0
7537
39.76
2
5.285228115
0.281
0.676494861
11


optimal_loci_83691_G1
1452
1.097556
0
18291
51.72
1
16.28147624
0.527
0.677185778
11


optimal_loci_83701_G1
1951
1.097556
8.97
5954
51.2
1
16.28147624
0.337
0.677268928
11


optimal_loci_83705_G1
1349
1.097556
0
2038
39.28
2
9.564685099
0.256
0.677346705
11


optimal_loci_83708_G1
2713
1.097556
0
1001
49.24
3
8.110177109
0.466
0.677465073
11


optimal_loci_83735_G1
1381
1.080667
0
1001
40.47
1
15.1238849
0.19
0.679051993
9


optimal_loci_83739_G1
1266
1.076307
28.12
12693
33.49
1
1.486389794
0.127
0.679416518
8


optimal_loci_83748_G1
1549
1.082664
6.46
4132
36.79
1
1.486389794
0.187
0.679474663
8


optimal_loci_83838_G1
3351
2.221731
2.54
1001
43.39
2
1.344032019
0.292
0.684344484
3


optimal_loci_83889_G1
3245
3.049467
1.45
3322
50.5
4
10.25521947
0.524
0.686510829
5


optimal_loci_83890_G1
1464
3.049467
9.08
6676
38.72
3
13.42341371
0.181
0.686534387
5


optimal_loci_83937_G1
2241
1.934145
13.92
2974
53.36
1
0.024284288
0.512
0.688680186
4


optimal_loci_83950_G1
1164
1.798398
2.75
16319
48.28
1
9.904671615
0.484
0.689069843
4


optimal_loci_84193_G1
1645
0.671661
0
3870
45.41
3
12.71895587
0.544
0.700926564
6


optimal_loci_84195_G1
1213
0.671661
0
6941
52.18
3
12.71895587
0.62
0.700948135
6


optimal_loci_84200_G1
1309
0.671661
13.9
4055
50.87
3
12.71895587
0.489
0.700974082
6


optimal_loci_84201_G1
1653
0.671661
0
2369
60.37
3
12.71895587
0.41
0.700983508
6


optimal_loci_84227_G1
1343
0.522907
2.08
3496
47.43
2
0.117912108
0.272
0.701830877
6


optimal_loci_84300_G1
1005
0.135331
0
2570
42.38
1
8.897749882
0.225
0.703815173
6


optimal_loci_84411_G1
1097
1.550632
21.57
3179
41.84
4
11.35247296
0.294
0.708274153
2


optimal_loci_84433_G1
3251
1.249915
36.08
4777
36.11
2
0.350700835
0.029
0.709016324
3


optimal_loci_84502_G1
1365
0.659103
0
1327
41.53
4
0.991178407
0.285
0.712550594
5


optimal_loci_84519_G1
1015
0.185577
13.99
1115
42.26
1
28.57665239
0.11
0.713101086
4


optimal_loci_84521_G1
2299
0.052863
0
15717
46.45
1
28.57665239
0.425
0.713203651
4


optimal_loci_84562_G1
1074
0.048891
23.84
1619
39.75
2
8.684408378
0.223
0.714371238
5


optimal_loci_84630_G1
1561
0.342027
6.09
2645
45.8
3
0.028469586
0.307
0.716749208
4


optimal_loci_84708_G1
1407
0.686497
0
2001
54.72
1
6.18230174
0.581
0.719552419
3


optimal_loci_84721_G1
1601
0.76537
11.12
7407
54.65
2
124.4424985
0.476
0.720051644
3


optimal_loci_84852_G1
1249
0.774525
0
2001
34.5
1
0.08957153
0
0.725275819
2


optimal_loci_84860_G1
1287
0.802195
4.04
1442
35.43
2
81.52330742
0.103
0.725731136
2


optimal_loci_84952_G1
2376
0.759116
26.77
7898
44.14
2
16.92609664
0.298
0.730546115
7


optimal_loci_84976_G1
2355
0.721081
4.63
3189
39.74
2
6.108550255
0.225
0.73133805
7


optimal_loci_84980_G1
1437
1.900563
9.81
2005
39.87
1
0.751166042
0.199
0.731634562
8


optimal_loci_84983_G1
1859
1.900563
0
5011
38.35
1
0.751166042
0.163
0.731655676
9


optimal_loci_84984_G1
3137
1.900563
0
7480
40.99
1
0.751166042
0.067
0.731673018
9


optimal_loci_85008_G1
1014
1.873361
0
2001
40.72
5
7.546109899
0.28
0.733787855
9


optimal_loci_85014_G1
1029
1.873361
0
1001
40.71
6
6.288424916
0.287
0.733854155
9


optimal_loci_85047_G1
1098
2.117557
8.47
2977
43.8
1
8.657201424
0.36
0.735048264
7


optimal_loci_85048_G1
1884
2.193398
25.21
18191
43.52
1
3.198457741
0.291
0.735179241
6


optimal_loci_85384_G1
1402
0.256766
3.42
2980
44.07
2
4.020391698
0.379
0.754724166
2


optimal_loci_85388_G1
1038
0.285582
35.07
3480
33.42
2
15.56875499
0.134
0.755017271
2


optimal_loci_85488_G1
1149
0.524632
0
2502
39.86
1
2.214837968
0.178
0.760090501
2


optimal_loci_85558_G1
1082
0.44152
0
2001
38.81
4
8.197937511
0.287
0.762446458
5


optimal_loci_85595_G1
1162
0.540193
26.25
2001
34.59
3
3.887895567
0.101
0.764806265
5


optimal_loci_85599_G1
1030
0.538448
7.18
3140
33.98
5
10.0081613
0.082
0.764975045
5


optimal_loci_85600_G1
1565
0.538448
0
5510
47.15
4
11.43836096
0.39
0.764991692
5


optimal_loci_85651_G1
1878
0.530569
9.42
2159
36.36
1
2.991803332
0.254
0.767054046
6


optimal_loci_85720_G1
1726
0.215523
7.65
6388
31.17
1
1.602431615
0.132
0.76860914
3


optimal_loci_85742_G1
2230
0.17068
0
12630
46.77
3
53.57748885
0.353
0.769536688
3


optimal_loci_85833_G1
1227
0.105989
0
2117
52.64
4
4.630873727
0.547
0.773161216
1


optimal_loci_85950_G1
1017
2.26771
2.95
2603
45.91
2
26.01360757
0.561
0.780205144
3


optimal_loci_85971_G1
1561
2.26771
0
2768
42.79
5
18.45458198
0.345
0.781305138
4


optimal_loci_85987_G1
1107
0.654578
6.78
1001
62.87
2
25.72255991
0.608
0.782081551
4


optimal_loci_86058_G1
1080
0.336656
22.41
16742
48.24
1
24.68027051
0.205
0.784572798
4


optimal_loci_86108_G1
1508
0.204868
8.75
1447
58.88
2
69.60766525
0.578
0.786158945
2


optimal_loci_86203_G1
1112
1.841541
0
2001
49.64
4
0.248704055
0.306
0.790409593
4


optimal_loci_86235_G1
1290
1.902968
10.08
6327
50.46
3
15.56845767
0.571
0.791400632
4


optimal_loci_86326_G1
1931
2.102728
2.02
2919
42.51
1
30.81380457
0.199
0.793666021
6


optimal_loci_86328_G1
1014
2.102728
8.58
1540
41.71
1
30.81380457
0.093
0.793682148
6


optimal_loci_86389_G1
1204
1.474655
2.82
2728
53.32
2
6.890812982
0.602
0.795614095
6


optimal_loci_86403_G1
1197
1.304148
0
8185
47.2
2
9.999407553
0.651
0.796280989
7


optimal_loci_86453_G1
1476
1.860015
2.03
2652
39.76
4
10.20509395
0.143
0.797358387
5


optimal_loci_86465_G1
1062
1.835867
17.61
3590
38.32
3
0.840604054
0.221
0.798211875
5


optimal_loci_86505_G1
1903
1.962831
1.47
1412
50.39
2
40.98072025
0.521
0.799624199
5


optimal_loci_86657_G1
1648
4.302462
2.37
1001
52.06
1
0.102628809
0.671
0.802424635
7


optimal_loci_86688_G1
1277
2.833247
6.19
1001
51.68
3
1.850414474
0.458
0.80360391
6


optimal_loci_86692_G1
1400
2.891595
28.21
1001
34.85
4
3.87894362
0.156
0.803693585
6


optimal_loci_86702_G1
1367
2.68791
14.19
4230
47.69
2
2.03580737
0.402
0.804446074
8


optimal_loci_86705_G1
1127
2.68791
0
7737
33.89
2
2.03580737
0.116
0.804470708
8


optimal_loci_86713_G1
1202
2.68791
27.12
1212
50.66
3
270.1361783
0.524
0.804782243
8


optimal_loci_86764_G1
1012
1.192267
5.24
6254
52.47
2
3.736518746
0.496
0.807251372
5


optimal_loci_86770_G1
1781
1.192267
9.83
1221
56.31
1
7.473037491
0.586
0.807391789
5


optimal_loci_86959_G1
1125
1.347902
0
3413
36.88
1
47.49057092
0.111
0.813622266
6


optimal_loci_86985_G1
1667
1.50466
9.84
6940
46.19
2
5.173485636
0.364
0.814318352
6


optimal_loci_86996_G1
1464
1.369816
0
13057
56.14
1
7.303676816
0.643
0.814512776
6


optimal_loci_86998_G1
1817
1.363365
0
15069
49.31
1
7.303676816
0.428
0.814526909
6


optimal_loci_87009_G1
1013
1.290087
0
19745
37.7
1
20.4725122
0.159
0.814950864
7


optimal_loci_87027_G1
1035
1.121851
36.91
9973
36.52
3
8.913720419
0.243
0.815865867
8


optimal_loci_87098_G1
2371
0.90211
17.55
2001
45.84
2
1.344209394
0.499
0.818201406
7


optimal_loci_87130_G1
1181
0.893715
0
8413
42.67
1
9.539303345
0.204
0.818613448
7


optimal_loci_87177_G1
1091
1.012629
28.14
5361
35.1
1
41.59911262
0.098
0.82021325
6


optimal_loci_87183_G1
1586
1.012629
7.31
1010
48.61
4
35.93989433
0.321
0.820305791
6


optimal_loci_87190_G1
2852
1.012629
9.26
1001
51.26
6
27.8916882
0.449
0.820453696
6


optimal_loci_87230_G1
1094
1.08565
0
2001
56.58
4
7.470672994
0.711
0.82209817
5


optimal_loci_87332_G1
1222
1.18849
0
3155
32.56
2
15.66537482
0.115
0.826566127
5


optimal_loci_87345_G1
2437
1.266821
1.4
4006
47.02
2
0.024511781
0.414
0.826812522
5


optimal_loci_87353_G1
1425
1.388246
0
15631
39.36
1
1.094216667
0.099
0.827153362
5


optimal_loci_87354_G1
1006
1.388246
0
14562
43.63
1
1.094216667
0.205
0.827163814
5


optimal_loci_87395_G1
1672
1.759951
0
1001
44.25
4
16.43946296
0.361
0.829502956
7


optimal_loci_87433_G1
1203
0.725128
0
1449
47.54
7
3.626615983
0.412
0.832144854
3


optimal_loci_87446_G1
1693
0.725128
9.16
2310
39.16
3
9.204188115
0.155
0.832434018
3


optimal_loci_87547_G1
2166
1.563942
35.04
2427
39.75
4
21.34866467
0.214
0.836616274
3


optimal_loci_87548_G1
1244
1.563942
0
2920
53.53
4
21.34866467
0.386
0.836637577
3


optimal_loci_87554_G1
1436
1.563942
5.57
2840
31.12
5
17.07893173
0.016
0.836696326
3


optimal_loci_87703_G1
1809
1.961675
7.85
1234
50.08
1
18.4295397
0.346
0.843960414
1


optimal_loci_87837_G1
1344
1.197831
0
5421
38.02
2
1.551540488
0.27
0.851966019
3


optimal_loci_87838_G1
1016
1.197831
27.17
4226
38.28
2
1.551540488
0.069
0.851976717
3


optimal_loci_87839_G1
1701
1.197831
0
2492
44.26
2
1.551540488
0.207
0.851984085
3


optimal_loci_87921_G1
1118
3.25338
29.79
2520
36.04
4
8.571376858
0
0.855955726
1


optimal_loci_88032_G1
1143
2.884469
32.11
3959
38.05
3
2.498140545
0.102
0.859916444
2


optimal_loci_88072_G1
1235
2.095163
3.48
3248
38.62
1
1.612436606
0.096
0.862289062
2


optimal_loci_88369_G1
1128
2.611449
36.26
4641
33.95
2
3.458568121
0
0.872733213
1


optimal_loci_88529_G1
1442
2.348597
0
2067
41.19
1
11.45554116
0.28
0.878707869
3


optimal_loci_88592_G1
1083
2.481125
13.3
13318
36.65
1
0.84705245
0.024
0.880533746
3


optimal_loci_88611_G1
1022
2.482981
25.24
2008
39.62
1
2.643203904
0.364
0.881139334
3


optimal_loci_88802_G1
1263
1.077159
0
1559
44.97
1
60.41854779
0.413
0.885935594
1


optimal_loci_89030_G1
1132
2.617259
20.14
4749
40.37
2
26.40137481
0.238
0.895940491
6


optimal_loci_89040_G1
1573
2.603599
7.5
2017
42.65
3
17.60091654
0.141
0.896031038
6


optimal_loci_89054_G1
2721
2.984412
0
13438
30.72
2
7.159012921
0.149
0.89638195
6


optimal_loci_89114_G1
1007
3.693577
0
2846
43.99
3
2.485318477
0.18
0.898678913
9


optimal_loci_89116_G1
1671
3.693577
15.02
1040
43.38
3
2.485318477
0.152
0.898727884
9


optimal_loci_89120_G1
1001
3.161579
0
2001
30.36
3
0.138323
0
0.898875704
9


optimal_loci_89225_G1
1026
3.791541
28.17
3720
43.17
1
11.7832491
0.257
0.90096319
8


optimal_loci_89229_G1
2716
3.791541
15.1
7053
41.56
1
11.7832491
0.251
0.900986601
8


optimal_loci_89230_G1
1339
3.791541
0
10077
48.24
1
11.7832491
0.46
0.901007842
8


optimal_loci_89294_G1
1003
2.767074
9.57
12875
47.35
2
0.333939177
0.363
0.903043083
7


optimal_loci_89320_G1
1493
2.591261
0
1001
49.63
4
0.042548743
0.37
0.903957658
7


optimal_loci_89367_G1
1912
1.81778
0
3801
40.89
1
0.517046598
0.14
0.905691366
5


optimal_loci_89386_G1
1175
1.509206
0
4450
38.8
1
3.482425682
0.315
0.9062052
6


optimal_loci_89505_G1
1016
0.161936
0
1001
37.5
3
1.809201126
0
0.909073123
6


optimal_loci_89515_G1
1263
0.142407
18.45
10558
40.61
3
0.474215007
0.33
0.909315578
5


optimal_loci_89535_G1
1452
0.14545
23.69
2313
40.28
1
0.312954528
0.177
0.90984103
4


optimal_loci_89606_G1
1150
0.370485
4.43
12168
40.17
2
1.283570485
0.28
0.911588287
5


optimal_loci_89659_G1
1893
0.33763
15.76
1001
30.53
3
18.87122558
0.095
0.914201533
2


optimal_loci_89795_G1
1323
1.274968
25.17
1001
34.16
2
0.060986176
0.2
0.918973967
2


optimal_loci_89825_G1
1319
1.894018
10.99
6994
43.21
3
3.108866102
0.433
0.920042234
3


optimal_loci_89916_G1
1377
2.698104
5.81
2611
44.51
2
20.13790954
0.384
0.92353037
9


optimal_loci_89921_G1
1058
2.716525
0
6605
42.72
2
20.13790954
0.056
0.923615248
8


optimal_loci_89923_G1
1065
2.729486
12.02
3176
56.43
2
20.13790954
0.463
0.923639285
8


optimal_loci_89937_G1
1070
2.884781
14.67
3410
53.08
1
34.91664371
0.729
0.924550685
8


optimal_loci_89953_G1
1915
3.548448
0
2915
40.83
2
5.049996849
0.342
0.925187137
8


optimal_loci_89995_G1
1018
3.548448
7.66
4840
35.85
1
5.157505072
0.093
0.926403857
8


optimal_loci_90016_G1
1581
3.548448
31.69
2753
36.11
1
6.061646288
0.135
0.926724018
8


optimal_loci_90017_G1
1430
3.548448
35.87
4968
41.6
1
6.061646288
0.346
0.926739576
8


optimal_loci_90267_G1
1232
1.349498
17.05
1001
38.23
4
6.086645335
0.156
0.936846554
1


optimal_loci_90457_G1
1441
1.952695
33.66
2721
49.34
1
0.035363994
0.485
0.940850786
2


optimal_loci_90575_G1
1244
2.441362
0
2001
53.77
2
0.244660782
0.662
0.943404764
2


optimal_loci_90733_G1
1116
1.870238
0
14293
32.88
1
42.40723381
0
0.947906429
2


optimal_loci_90804_G1
2221
3.018455
14.99
3731
37.37
2
0.377507679
0.261
0.949730135
2


optimal_loci_90930_G1
1132
6.280686
20.05
12230
48.49
2
0.053849283
0.358
0.954306248
4


optimal_loci_90949_G1
1006
5.587964
4.57
1309
38.36
3
0.669726461
0.009
0.954766643
4


optimal_loci_91003_G1
1185
5.313728
8.86
3280
38.56
4
5.816485694
0.097
0.956517426
5


optimal_loci_91018_G1
1080
6.041724
12.41
2868
48.7
2
0.08082029
0.313
0.956986195
5


optimal_loci_91074_G1
1006
3.872765
0
1964
48.4
1
18.54919225
0.611
0.958820697
3


optimal_loci_91337_G1
1025
5.880001
5.85
1001
41.07
4
10.26254782
0.118
0.967763403
2


optimal_loci_91374_G1
1014
6.506823
13.71
10010
42.8
1
0.177041819
0.429
0.969538728
4


optimal_loci_91432_G1
1349
4.081849
0
2376
52.18
3
5.924057577
0.548
0.971387629
4


optimal_loci_91447_G1
1082
3.815219
19.96
6758
39.92
1
6.631383893
0.356
0.972097363
5


optimal_loci_91493_G1
1831
3.886717
10.16
2184
38.39
1
1.942544638
0.195
0.974200695
4


optimal_loci_91512_G1
1077
4.238125
0
3200
59.14
3
7.178659308
0.726
0.975532847
3


optimal_loci_92289_G1
1793
3.996078
29.5
8560
33.24
1
3.13304653
0.221
0.989022528
4


optimal_loci_92364_G1
1017
4.101608
9.73
10471
45.52
3
2.593329365
0.153
0.986571815
4


optimal_loci_92390_G1
2735
4.882398
14.55
3470
38.68
4
13.57047167
0.236
0.984320181
4


optimal_loci_92391_G1
2056
4.908309
0
1381
44.06
4
13.57047167
0.283
0.984299228
4


optimal_loci_92455_G1
1647
7.100221
1.82
2548
52.45
4
5.663576615
0.582
0.978418716
5


optimal_loci_92543_G1
1027
7.964583
0
7079
30.96
2
0.297320817
0.071
0.974078124
8


optimal_loci_92568_G1
3365
7.289776
0
12872
48.35
2
1.508985501
0.431
0.973808124
8


optimal_loci_92573_G1
2002
7.128469
0
1001
60.93
1
2.423329369
0.709
0.973638044
8


optimal_loci_92579_G1
1131
7.232928
0
11631
39.16
1
2.423329369
0
0.973484774
8


optimal_loci_92607_G1
2094
5.415292
0
4118
34.57
5
1.300125005
0.126
0.972370401
8


optimal_loci_92613_G1
1626
5.415292
0
3137
48.21
5
1.300125005
0.253
0.972315426
8


optimal_loci_92643_G1
1583
6.507184
0
12883
37.52
1
30.42260173
0.143
0.970954473
8


optimal_loci_92714_G1
1509
5.44412
15.24
2812
47.24
3
5.091620723
0.414
0.967751565
8


optimal_loci_92768_G1
1398
7.533335
0
4166
55.36
4
18.45278064
0.544
0.965178044
5


optimal_loci_92769_G1
2097
7.533335
5.01
2001
58.22
4
18.45278064
0.581
0.965156329
5


optimal_loci_92773_G1
2043
7.533335
0
3001
61.23
3
14.98255843
0.707
0.964879298
6


optimal_loci_92791_G1
1753
8.043398
0
2001
55.16
3
2.057370917
0.522
0.964332086
6


optimal_loci_92850_G1
1631
3.440993
0
5757
55.79
1
0.406583997
0.616
0.959996279
3


optimal_loci_92958_G1
2248
10.539975
4
2001
52.13
3
2.95083908
0.635
0.953133601
7


optimal_loci_92959_G1
1203
10.539975
3.16
2001
48.79
3
4.503898924
0.456
0.95281008
7


optimal_loci_92962_G1
1816
10.539975
7.54
2230
46.14
3
4.503898924
0.48
0.952657954
7


optimal_loci_92963_G1
1114
10.539975
25.4
1001
43.08
3
4.503898924
0.343
0.952645627
7


optimal_loci_92974_G1
1460
10.539975
0
1001
36.23
3
0.041836287
0.308
0.95234016
7


optimal_loci_93007_G1
1521
7.480889
23.14
2501
42.93
3
5.976980771
0.247
0.951153701
8


optimal_loci_93017_G1
1377
7.480889
0
1504
51.56
4
4.482735578
0.49
0.95105013
8


optimal_loci_93120_G1
1709
6.39582
0
11936
33.87
2
4.520340744
0.213
0.946338004
6


optimal_loci_93187_G1
2574
8.192837
6.1
2001
43.82
4
21.17224075
0.357
0.943919488
9


optimal_loci_93189_G1
1126
8.192837
2.49
2420
38.45
4
21.17224075
0.062
0.943905266
9


optimal_loci_93248_G1
1719
8.121026
2.79
1699
38.91
4
2.36836902
0.131
0.942081444
9


optimal_loci_93279_G1
1553
7.482869
2.38
3723
49.25
1
2.895684693
0.347
0.941017783
8


optimal_loci_93280_G1
1002
7.482869
10.68
2558
54.69
1
2.895684693
0.515
0.941006098
8


optimal_loci_93296_G1
1670
6.765297
0
6154
50.77
1
16.75781258
0.562
0.940332487
10


optimal_loci_93308_G1
1320
6.765297
0
2001
41.59
3
4.161743516
0.242
0.940018556
10


optimal_loci_93314_G1
2475
6.765297
0
3160
52.52
3
4.161743516
0.422
0.939792558
10


optimal_loci_93409_G1
2228
5.743544
0
4363
47.08
1
14.34804309
0.442
0.935525356
9


optimal_loci_93413_G1
1369
5.748781
19.28
2046
46.67
1
14.34804309
0.623
0.93542663
9


optimal_loci_93433_G1
1630
4.964327
10.37
2001
39.5
2
3.759998601
0.198
0.934627081
7


optimal_loci_93463_G1
1635
5.27922
2.81
1001
38.59
1
0.596945696
0.166
0.933287141
7


optimal_loci_93469_G1
1134
5.27922
0
13866
51.85
2
0.298472848
0.287
0.933163129
7


optimal_loci_93486_G1
1164
5.25572
24.48
1001
46.13
2
2.100276392
0.386
0.932372628
11


optimal_loci_93549_G1
1866
5.21642
0
2001
59.75
3
0.10385989
0.713
0.930010632
9


optimal_loci_93575_G1
1159
5.129063
18.21
2169
36.92
1
5.813227482
0.219
0.927698546
6


optimal_loci_93576_G1
1149
5.129063
0
3444
52.74
1
5.813227482
0.716
0.927685858
6


optimal_loci_93581_G1
1240
5.129063
33.63
8768
41.04
1
5.813227482
0.123
0.927631545
6


optimal_loci_93582_G1
1238
5.129063
10.9
10455
39.09
1
5.813227482
0.2
0.927614644
6


optimal_loci_93690_G1
2365
5.789913
3
2796
54.33
3
0.479558801
0.591
0.920311695
5


optimal_loci_93741_G1
1247
5.886068
0
1087
49.87
3
5.471303881
0.336
0.917583751
6


optimal_loci_93761_G1
1354
5.886068
0
11012
36.63
6
0.349433712
0.096
0.916487864
6


optimal_loci_93764_G1
1306
5.886068
27.03
8673
34.53
5
0.419320454
0.048
0.916464403
6


optimal_loci_93765_G1
1506
5.886068
0
4716
34.66
5
0.419320454
0.138
0.916424714
6


optimal_loci_93801_G1
1592
4.919716
18.72
17301
35.42
1
64.17713743
0.117
0.914123852
5


optimal_loci_93934_G1
1324
6.630209
0
2344
43.65
2
0.35503881
0.398
0.908627834
7


optimal_loci_93980_G1
1044
6.99864
18.01
1033
41.85
4
1.204642407
0.239
0.90650656
8


optimal_loci_93986_G1
1002
6.99864
0
2427
42.31
4
1.204642407
0.126
0.906381936
8


optimal_loci_93987_G1
1201
6.99864
14.57
3506
40.63
4
1.204642407
0.26
0.906369117
8


optimal_loci_93998_G1
1385
6.81365
17.55
1840
49.24
2
1.468351871
0.262
0.905351926
8


optimal_loci_94020_G1
1356
6.81365
22.79
3152
42.62
2
8.256710826
0.329
0.90514317
8


optimal_loci_94042_G1
1169
7.066986
0
14995
50.21
2
11.35040419
0.562
0.904073109
9


optimal_loci_94067_G1
1072
3.806593
10.35
4143
41.04
3
24.6794355
0.105
0.901506038
12


optimal_loci_94089_G1
1953
1.721165
0
2238
41.16
1
1.656069974
0.351
0.899618766
11


optimal_loci_94098_G1
1302
1.784235
26.88
5128
39.7
2
45.60650498
0.212
0.899015025
11


optimal_loci_94104_G1
2096
1.784235
0
1110
31.63
2
48.9176243
0.127
0.898897803
11


optimal_loci_94134_G1
1508
3.03801
3.12
2001
48.47
1
21.90083607
0.447
0.89697995
12


optimal_loci_94135_G1
1198
3.105639
0
1001
52.42
1
21.90083607
0.425
0.896836249
12


optimal_loci_94161_G1
1113
4.897769
10.42
18176
32.34
1
1.57270471
0.075
0.895348004
11


optimal_loci_94184_G1
1759
5.094538
0
7994
58.1
1
1.57270471
0.617
0.895045005
13


optimal_loci_94189_G1
2024
5.094538
0
11059
49.65
1
1.57270471
0.575
0.895011605
13


optimal_loci_94193_G1
1450
5.094538
14.48
14642
62.62
1
1.57270471
0.726
0.894981424
13


optimal_loci_94205_G1
1560
4.800464
31.67
4948
50.51
3
0.919781937
0.315
0.894383561
12


optimal_loci_94227_G1
1202
5.417254
9.9
2236
50.83
3
4.435023881
0.456
0.893443541
10


optimal_loci_94271_G1
1882
5.126693
11.26
4697
47.55
2
2.330441357
0.212
0.890171765
13


optimal_loci_94273_G1
1291
5.126693
5.5
8408
40.89
2
2.330441357
0.3
0.890140471
13


optimal_loci_94313_G1
1342
2.949452
0
2001
53.05
1
1.837424622
0.573
0.887562698
9


optimal_loci_94314_G1
2006
2.949452
14.31
1155
45.06
1
1.837424622
0.132
0.887474112
9


optimal_loci_94317_G1
1711
2.949452
6.31
4805
41.61
1
1.837424622
0.27
0.887440461
9


optimal_loci_94324_G1
1074
2.949452
0
12416
37.24
1
1.837424622
0.168
0.887370512
9


optimal_loci_94326_G1
2729
2.949452
10.59
14356
46.86
1
1.837424622
0.279
0.887334453
9


optimal_loci_94358_G1
1196
0.395627
0
1971
43.31
2
1.063206442
0.39
0.885145697
9


optimal_loci_94402_G1
2260
0.076665
0
2823
35
2
13.68002819
0.188
0.883366861
7


optimal_loci_94557_G1
1548
3.346806
0
2001
54.32
5
5.45308408
0.741
0.874353581
10


optimal_loci_94570_G1
1362
3.306759
0
2236
37.88
1
474.455905
0.197
0.873523882
11


optimal_loci_94571_G1
1687
3.306759
17.55
3841
35.56
1
474.455905
0.099
0.873504524
11


optimal_loci_94574_G1
1731
3.306759
0
6607
39.34
1
474.455905
0.202
0.873476339
11


optimal_loci_94602_G1
1034
3.381197
26.89
5064
41.48
1
0.321127918
0.128
0.873240983
11


optimal_loci_94618_G1
1205
3.763484
0
6145
40.58
2
2.795134847
0.182
0.871776489
11


optimal_loci_94627_G1
1077
4.250963
0
13145
46.98
1
5.590269693
0.391
0.8713501
11


optimal_loci_94635_G1
1841
4.250963
3.69
2822
38.07
1
1.31734256
0.237
0.870815757
11


optimal_loci_94640_G1
1963
4.250963
9.42
2139
38.81
1
1.31734256
0.136
0.870738445
11


optimal_loci_94662_G1
1044
3.193717
15.52
4213
43.86
1
5.32091876
0.364
0.869660572
11


optimal_loci_94688_G1
2178
2.970021
0
12666
37.09
2
5.689191879
0.234
0.868717503
11


optimal_loci_94752_G1
1065
1.06929
0
5950
38.4
6
0.818748272
0.227
0.864360491
4


optimal_loci_94779_G1
1363
0.431884
0
3922
57.22
3
9.620412902
0.686
0.862392738
3


optimal_loci_94784_G1
1035
0.366221
0
1068
52.94
3
9.632769842
0.405
0.862319519
3


optimal_loci_94946_G1
1106
0.827231
4.25
2667
38.96
2
2.12019871
0.331
0.850153109
1


optimal_loci_95111_G1
1659
0.375226
11.33
14557
38.33
2
3.329760586
0.091
0.840700752
1


optimal_loci_95244_G1
1025
1.238781
0
2001
44.58
4
32.23821141
0.437
0.833712197
5


optimal_loci_95264_G1
1609
1.609796
26.6
5054
46.86
2
12.38934556
0.418
0.832934473
5


optimal_loci_95297_G1
1674
1.892877
14.34
8710
35.96
1
7.089186664
0.111
0.830809328
8


optimal_loci_95324_G1
1206
2.150173
12.02
16139
39.46
1
33.53686511
0.185
0.829634012
9


optimal_loci_95334_G1
1028
2.150173
23.54
1001
43.77
3
1.950014597
0.341
0.829124313
9


optimal_loci_95359_G1
1096
1.624693
0
11151
32.84
4
9.53021744
0.079
0.827848947
7


optimal_loci_95360_G1
1119
1.624693
30.56
9155
30.65
4
9.53021744
0.075
0.827828927
7


optimal_loci_95371_G1
1065
1.624693
0
3639
40
4
9.53021744
0.063
0.827571184
7


optimal_loci_95425_G1
1002
2.119723
0
5514
50.09
2
91.61850376
0.32
0.825054303
6


optimal_loci_95526_G1
1200
1.894349
0
12710
46
2
5.664797499
0.333
0.819021424
1


optimal_loci_95651_G1
2457
0.500424
2.16
4796
40.98
1
8.793879726
0.244
0.813041515
3


optimal_loci_95734_G1
1385
0.999496
11.12
2195
39.92
2
12.24664446
0.183
0.809482999
5


optimal_loci_95748_G1
1653
1.169318
36.6
1001
36.29
3
0.03642109
0.119
0.808473862
5


optimal_loci_95783_G1
1421
1.750163
0
1001
50.52
2
22.35103934
0.494
0.804768004
7


optimal_loci_95784_G1
1336
1.750163
5.01
7019
42.44
2
22.35103934
0.257
0.804708495
7


optimal_loci_95846_G1
1750
0.882787
1.89
1425
54.74
2
22.37561353
0.564
0.801808415
5


optimal_loci_95864_G1
1776
0.447218
0
13383
39.92
1
302.8164291
0.251
0.800969368
5


optimal_loci_95872_G1
1833
0.740351
0
2301
51.77
3
15.20134326
0.495
0.80008343
5


optimal_loci_96164_G1
1295
1.333484
0
1451
51.42
2
4.518550494
0.589
0.783770171
4


optimal_loci_96166_G1
1317
1.333484
15.64
2917
42.59
2
4.518550494
0.341
0.783750321
4


optimal_loci_96196_G1
1271
1.333484
0
1161
40.83
1
0.541361095
0.285
0.78255989
4


optimal_loci_96212_G1
1120
1.620923
14.37
1235
37.76
3
5.13751094
0.035
0.780797934
4


optimal_loci_96348_G1
2060
3.952223
0
1893
49.56
2
12.96901622
0.38
0.77367678
7


optimal_loci_96380_G1
2780
3.003905
1.65
9000
58.74
1
67.04883832
0.672
0.772029228
10


optimal_loci_96381_G1
1042
3.003905
0
2861
49.52
1
67.04883832
0.399
0.771967653
10


optimal_loci_96419_G1
1158
1.879857
0
1001
57.08
1
28.93141046
0.603
0.769713671
10


optimal_loci_96444_G1
1516
1.763894
0
2001
40.89
1
0.480275002
0.098
0.769234604
10


optimal_loci_96445_G1
2111
1.763894
0
1001
54.57
1
0.480275002
0.606
0.769148736
10


optimal_loci_96446_G1
2442
1.763894
0
6030
52.17
1
0.480275002
0.708
0.769094975
10


optimal_loci_96490_G1
1031
1.130493
29.97
1765
36.17
1
0.98496388
0.205
0.767493992
9


optimal_loci_96491_G1
1696
1.130493
36.26
3050
46.63
1
0.98496388
0.354
0.767474433
9


optimal_loci_96494_G1
1374
0.54087
6.04
6530
41.7
1
0.98496388
0.223
0.767442758
9


optimal_loci_96614_G1
1180
0.362862
0
1332
35
1
0.661749592
0.082
0.762411284
2


optimal_loci_96647_G1
1077
0.562961
0
3760
45.86
1
3.803388273
0.522
0.761355577
2


optimal_loci_96777_G1
1510
0.019763
20.66
3428
38.14
2
13.40216323
0.126
0.750735296
4


optimal_loci_96778_G1
1623
0.019763
8.69
1001
42.94
2
13.40216323
0.196
0.750710953
4


optimal_loci_96782_G1
1701
2.355961
4.23
1001
56.55
2
0.410686774
0.679
0.75018332
6


optimal_loci_96849_G1
1451
1.327294
27.43
5245
35.21
1
3.064081603
0.282
0.746070181
6


optimal_loci_96876_G1
1017
1.327294
24.98
2143
42.57
1
1.827255687
0.173
0.745675878
4


optimal_loci_96877_G1
2222
1.329844
24.08
3228
40.09
1
1.827255687
0.254
0.745652909
4


optimal_loci_96967_G1
1163
0.980747
31.3
1001
45.57
2
12.00896394
0.094
0.739959478
2


optimal_loci_96999_G1
2092
1.619304
0
1649
38.04
4
3.296160303
0.146
0.738292828
2


optimal_loci_97232_G1
1128
0.584351
0
7510
43.43
3
3.016489057
0.464
0.724532166
2


optimal_loci_97235_G1
1345
0.584351
0
10328
38.21
3
3.016489057
0.269
0.724501725
2


optimal_loci_97394_G1
1813
0.915759
0
5730
41.69
2
0.652683983
0.316
0.716995416
3


optimal_loci_97398_G1
1481
0.915759
17.22
2439
50.03
2
0.652683983
0.345
0.716962407
3


optimal_loci_97417_G1
1134
1.506023
0
3025
46.47
4
9.02533564
0.46
0.715668847
4


optimal_loci_97503_G1
1082
1.814439
0
1553
29.39
2
23.33396509
0.1
0.710754654
2


optimal_loci_97629_G1
1966
0.182846
17.29
10868
32.96
2
10.43551162
0.051
0.704531986
3


optimal_loci_97648_G1
1681
0.165505
0
1001
39.91
2
23.02037987
0.187
0.702989037
6


optimal_loci_97656_G1
1434
0.473277
0
9018
37.16
2
5.9604257
0.24
0.702676018
6


optimal_loci_97741_G1
1253
0.771775
0
1001
36.95
2
20.16275075
0.17
0.699335537
7


optimal_loci_97752_G1
2790
0.79018
16.7
3645
48.67
2
4.540887177
0.419
0.698617492
8


optimal_loci_97755_G1
2376
0.79018
14.81
2606
38.17
2
4.540887177
0.146
0.698579759
8


optimal_loci_97772_G1
1355
0.971452
0
16197
43.76
1
98.84169754
0.343
0.696984885
7


optimal_loci_97776_G1
1227
0.971452
0
13547
51.42
1
98.84169754
0.606
0.696958305
7


optimal_loci_97851_G1
2140
0.73704
8.97
4747
36.3
5
0.183769808
0.182
0.693817944
6


optimal_loci_97861_G1
2031
0.744302
0
6987
34.36
4
0.019948038
0.096
0.693542197
4


optimal_loci_97998_G1
1208
0.045538
36.75
6787
38.65
3
10.47373593
0.09
0.684389488
4


optimal_loci_98002_G1
1318
0.045538
0
5246
36.87
3
10.47373593
0.147
0.684346078
4


optimal_loci_98015_G1
1335
0.045538
27.64
11281
37.3
1
0.022642537
0.167
0.684151946
4


optimal_loci_98088_G1
1151
0.01486
0
13106
36.14
1
161.2649901
0.123
0.679880822
5


optimal_loci_98130_G1
1096
0.01486
18.52
1001
40.87
3
44.94372997
0.208
0.676588425
3


optimal_loci_98167_G1
1626
0.01486
23.25
2487
41.02
3
20.81323665
0.365
0.674384664
2


optimal_loci_98324_G1
1189
0.193778
7.4
5617
41.46
4
16.65345629
0.116
0.661406199
3


optimal_loci_98329_G1
1476
0.193778
17.28
2756
34.55
3
43.61228861
0.242
0.661173942
3


optimal_loci_98336_G1
1493
0.193778
0
7633
30.94
2
56.26362648
0.163
0.661107202
3


optimal_loci_98623_G1
1055
0.265685
0
5449
37.44
2
1.771233691
0.105
0.644668656
1


optimal_loci_98842_G1
2284
0.211144
2.06
2715
44.13
1
0.123542338
0.144
0.63196318
2


optimal_loci_98857_G1
1261
0.166764
0
11726
30.68
1
21.20492645
0.058
0.630677623
3


optimal_loci_98900_G1
1435
0.035619
3.62
3683
41.39
1
12.80667229
0.335
0.626426449
2


optimal_loci_99247_G1
1399
0.312157
0
16086
36.81
1
5.554745907
0.176
0.606465637
1


optimal_loci_99490_G1
2029
0.037212
24.79
3759
35.58
1
0.034043404
0.209
0.587408606
2


optimal_loci_99566_G1
1048
0.071635
0
11319
36.64
1
27.33974387
0.027
0.582604082
4


optimal_loci_99591_G1
1032
0.080129
0
1001
39.43
2
19.96148101
0.169
0.58133671
3


optimal_loci_99593_G1
1024
0.111
0
3097
54.49
2
19.96148101
0.504
0.58126329
3


optimal_loci_99886_G1
1323
0.125709
11.56
1260
41.26
2
0.707506865
0.302
0.56512325
3


optimal_loci_99888_G1
1087
0.125709
0
2001
41.85
2
0.707506865
0.265
0.565056038
3


optimal_loci_99889_G1
1377
0.125709
8.42
3121
47.78
2
0.707506865
0.463
0.565041896
3


optimal_loci_100036_G
1203
0.010913
19.78
1001
37.57
2
0.899231745
0.172
0.55774654
1


optimal_loci_100127_G
1170
0.732804
24.7
1453
40.85
1
4.94259971
0.195
0.552625145
1


optimal_loci_100850_G
1532
0.042448
11.29
2385
35.83
1
16.43238712
0.113
0.513636961
2


optimal_loci_100860_G
1571
0.042448
2.16
9711
56.52
1
16.43238712
0.405
0.513475928
2


optimal_loci_100985_G
1164
0.19792
22.08
3490
40.03
1
7.08339202
0.249
0.506983922
7


optimal_loci_101003_G
1231
0.220347
0
2001
43.21
2
0.589384396
0.43
0.506172076
7


optimal_loci_101090_G
1291
0.22203
0
16795
38.1
1
2.995538678
0.141
0.503049408
7


optimal_loci_101091_G
1387
0.22203
25.67
15375
40.08
1
2.995538678
0.14
0.503035165
7


optimal_loci_101092_G
1416
0.22203
12.08
12766
33.96
1
2.995538678
0.132
0.503008997
7


optimal_loci_101094_G
1099
0.21634
0
1523
32.66
1
2.995538678
0
0.502817322
7


optimal_loci_101100_G
1606
0.227319
6.41
2194
38.97
1
41.00466169
0.192
0.502220873
9


optimal_loci_101170_G
1128
0.213115
20.83
2001
46.89
2
34.80368924
0.289
0.497464935
3


optimal_loci_101177_G
2052
0.212037
1.8
14961
49.85
1
69.60737847
0.616
0.497325677
3


optimal_loci_102395_G
1108
0.178336
18.86
18229
35.1
1
8.818024758
0.247
0.42948333
2


optimal_loci_102398_G
1371
0.178336
6.71
9242
34.64
1
8.818024758
0.1
0.42939319
2


optimal_loci_102571_G
1534
0.590242
6.52
16935
37.94
2
3.259670745
0.205
0.41763652
1


optimal_loci_102780_G
1440
0.021241
0
2001
36.45
1
18.00860226
0.116
0.40498339
1


optimal_loci_106202_G
1498
0.014448
0
10926
37.11
1
11.63450677
0.181
0.140936459
3


optimal_loci_106240_G
1801
0.011793
19.16
17321
47.41
1
0.317910372
0.407
0.139892257
3


optimal_loci_106255_G
1582
0.011793
13.53
11702
37.48
1
0.317910372
0.256
0.13958332
3


optimal_loci_106433_G
1202
0.012254
17.72
9150
50.99
2
2.218181655
0.625
0.129082106
1


optimal_loci_106888_G
1052
0.00041
36.88
8205
41.15
1
7.04433304
0.305
0.103122528
1


optimal_loci_107176_G
1402
0.00041
0
17506
41.79
1
0.050969819
0.238
0.082724453
1


optimal_loci_107462_G
1181
0.00041
5.42
2917
40.98
1
1.787186992
0.152
0.066342377
2


optimal_loci_107480_G
1149
0.00041
21.15
1001
35.07
4
8.915392752
0.079
0.065367482
2


optimal_loci_107909_G
1526
0.00041
4
14283
38.99
1
0.634618813
0.251
0.03683337
1


optimal_loci_108229_G
1030
0.00041
0
3332
49.51
4
0.02441353
0.6
0.012642628
2


optimal_loci_108231_G
1047
0.00041
0
2675
37.15
5
0.019530824
0.123
0.012396499
2


optimal_loci_108411_G
1268
0.00041
20.98
7175
50.86
1
3.55594749
0.468
0.004282457
1


optimal_loci_109456_G
6844
0.00041
35.13
9236
59.32
1
1.446754759
0.623
0.051411329
1


optimal_loci_109578_G
1089
0.00041
19.93
19776
37.74
1
6.023590263
0.205
0.056806392
1


optimal_loci_109890_G
1125
0.00041
28.8
11727
38.13
1
11.7378535
0.101
0.07596841
1


optimal_loci_110490_G
1472
0.345352
20.24
11981
41.84
2
2.119402476
0.327
0.107732268
2


optimal_loci_110554_G
1248
0.031071
7.21
15157
39.66
1
0.172345895
0.044
0.111134226
2


optimal_loci_110785_G
1159
0.373729
0
2877
36.75
1
107.3769514
0.068
0.12600417
1


optimal_loci_110941_G
1724
0.287245
18.62
1001
34.39
2
11.71167563
0.242
0.132980058
1


optimal_loci_111607_G
1346
0.122762
0
1001
56.09
4
5.071803034
0.383
0.162568957
3


optimal_loci_111669_G
1532
0.070136
0
16440
52.08
1
5.57909494
0.481
0.165815004
3


optimal_loci_111678_G
1033
0.070136
0
1049
41.81
1
5.57909494
0.264
0.165935896
3


optimal_loci_111796_G
2028
0.135747
14.89
5830
46.84
1
5.250484844
0.381
0.172732334
1


optimal_loci_111975_G
1206
0.142186
2.4
18429
42.7
1
34.23265137
0.429
0.182332108
1


optimal_loci_112169_G
1682
0.24827
17.42
2388
39.83
2
2.852559127
0.286
0.190272823
1


optimal_loci_112289_G
1079
0.390346
0
1001
40.4
1
0.100859877
0.158
0.196341584
1


optimal_loci_112423_G
1269
0.242172
0
17575
32.78
1
5.094646605
0.061
0.200998091
3


optimal_loci_112438_G
1518
0.199743
15.02
8776
36.62
1
0.997195423
0.23
0.201834228
4


optimal_loci_112470_G
1063
0.194449
0
1001
34.61
2
4.805464976
0.243
0.202368258
4


optimal_loci_112558_G
1672
0.034003
2.27
3391
38.27
2
0.155232006
0.071
0.205365127
4


optimal_loci_112632_G
1402
0.097822
25.68
1056
46.07
1
13.39153571
0.244
0.208451154
2


optimal_loci_112689_G
1011
0.549276
21.76
4569
34.42
1
24.70841842
0.218
0.212803994
2


optimal_loci_112750_G
2272
1.216792
28.3
8210
38.55
2
13.49388864
0.18
0.215572295
4


optimal_loci_112780_G
1199
1.141597
12.84
7878
39.86
3
9.227681327
0.233
0.216871457
3


optimal_loci_112804_G
1051
1.141597
0
2177
37.39
4
0.931192423
0.313
0.217525092
3


optimal_loci_112882_G
1966
0.055938
15.51
5301
38.4
1
21.24317763
0.176
0.222784717
1


optimal_loci_113176_G
2376
0.050046
0
1001
35.52
1
2.488572814
0.082
0.233057718
2


optimal_loci_113238_G
1300
0.051581
30.92
1811
34.84
2
2.993222397
0.138
0.23524981
3


optimal_loci_113314_G
1477
0.056977
22.88
4052
35.61
1
1.56834174
0.268
0.238315114
3


optimal_loci_113401_G
1478
0.043871
30.04
1799
35.72
2
11.96121663
0.13
0.241120405
3


optimal_loci_113475_G
1500
0.042875
0
6403
42.4
1
15.82305722
0.553
0.243378299
2


optimal_loci_113659_G
1022
0.394851
27.3
16417
36.39
1
50.7569753
0.103
0.252662896
1


optimal_loci_113785_G
1046
0.601292
0
1221
37.47
3
14.29754402
0.188
0.259224041
2


optimal_loci_113813_G
1595
0.72677
35.92
4177
34.35
1
3.218359211
0.186
0.26026386
2


optimal_loci_114018_G
1082
0.03152
39.74
2969
29.02
1
30.76055926
0.123
0.270545397
2


optimal_loci_114050_G
1510
0.043365
0
1079
34.83
1
71.26925227
0.088
0.271778026
2


optimal_loci_114184_G
1278
0.497788
8.45
5165
49.6
2
0.013555916
0.358
0.277990426
3


optimal_loci_114185_G
1269
0.497788
11.51
4817
44.2
2
0.013555916
0.32
0.278001055
3


optimal_loci_114188_G
1060
0.497788
16.32
2150
45.84
2
0.013555916
0.365
0.278022935
3


optimal_loci_114499_G
1260
0.168963
0
16113
40
1
0.104345728
0.096
0.292574248
3


optimal_loci_114514_G
1045
0.165803
0
18649
46.88
1
2.108894506
0.691
0.293248235
3


optimal_loci_114546_G
1672
0.157898
36.24
17749
56.04
1
0.835108697
0.768
0.295393446
4


optimal_loci_114606_G
1061
0.148252
4.24
10643
39.3
1
9.186593584
0.141
0.297910013
4


optimal_loci_114664_G
1112
0.182127
6.56
16234
36.06
1
3.552323115
0.117
0.299809022
3


optimal_loci_114666_G
1034
0.181217
0
17917
31.72
1
3.552323115
0.005
0.300086388
3


optimal_loci_114793_G
1304
0.142266
26.69
10888
41.33
2
1.453796334
0.306
0.306203551
2


optimal_loci_114856_G
1357
0.034144
0
1547
38.24
1
0.154236269
0.178
0.309999521
2


optimal_loci_115045_G
1506
0.026228
20.19
1188
41.69
2
8.724651537
0.199
0.31974629
1


optimal_loci_115279_G
1411
0.064159
0
2001
37.84
5
14.94592871
0.084
0.33008825
2


optimal_loci_115303_G
1064
0.079136
28.1
11610
29.88
1
5.277330433
0.076
0.332139525
3


optimal_loci_115348_G
1693
0.096384
25.58
11585
38.33
1
4.624021369
0.131
0.334106846
2


optimal_loci_115496_G
1605
0.087519
4.67
2001
32.21
2
8.629852916
0.238
0.34306919
1


optimal_loci_115620_G
1078
0.571523
0
2048
46.01
3
19.19266424
0.279
0.349648365
1


optimal_loci_115698_G
1534
0.507342
6
9550
45.5
1
1.096707961
0.378
0.353662222
3


optimal_loci_115703_G
3148
0.423253
25.64
1001
39.89
2
202.4731514
0.233
0.354374295
3


optimal_loci_115740_G
1139
0.351334
20.02
1969
53.46
1
10.02509308
0.431
0.356724543
4


optimal_loci_115806_G
1158
0.197921
9.59
14903
40.06
1
10.52368719
0.211
0.359977027
3


optimal_loci_115875_G
2396
0.121669
11.14
8503
44.32
2
0.675884777
0.322
0.362127123
2


optimal_loci_116108_G
2450
0.53275
7.88
1532
44.32
2
16.92292422
0.286
0.371693117
2


optimal_loci_116203_G
1135
0.611213
30.84
1069
43.08
1
3.156525497
0.406
0.375481236
2


optimal_loci_116472_G
1236
0.081218
15.53
2001
36.24
3
7.146987696
0.216
0.387365137
2


optimal_loci_116502_G
1410
0.096584
12.7
2856
40.85
1
7.213491589
0.356
0.389802664
5


optimal_loci_116543_G
1163
0.137791
13.84
4787
33.87
1
18.92745917
0.206
0.391580188
4


optimal_loci_116545_G
1069
0.137791
0
3011
43.4
1
18.92745917
0.376
0.391594415
4


optimal_loci_116547_G
1181
0.137791
11.52
1001
40.47
2
9.463729583
0.178
0.391682401
4


optimal_loci_116807_G
1465
0.209709
30.17
4229
43.82
4
16.92833486
0.311
0.403809363
1


optimal_loci_116936_G
1020
0.220951
0
6199
39.5
2
0.039034682
0.191
0.409731875
3


optimal_loci_116937_G
1127
0.220951
0
4664
46.31
2
0.039034682
0.245
0.40974274
3


optimal_loci_116939_G
1233
0.220951
4.14
1001
43.3
2
0.039034682
0.263
0.409769801
3


optimal_loci_117229_G
1018
0.475788
20.83
3736
46.26
2
96.73892877
0.27
0.420471895
1


optimal_loci_117303_G
1163
0.395027
32.42
10664
35.51
1
31.07617667
0.24
0.424513437
1


optimal_loci_117457_G
1302
0.192487
0
1001
46
2
13.10311082
0.386
0.434118978
2


optimal_loci_117502_G
1344
0.212829
17.71
7019
31.25
1
0.910890761
0.216
0.435378403
2


optimal_loci_117595_G
1426
0.399315
1.96
1001
38.35
2
10.57726032
0.096
0.439257506
3


optimal_loci_117597_G
1014
0.399315
0
1001
46.15
2
10.57726032
0.434
0.439351975
3


optimal_loci_117607_G
1414
0.398113
9.05
2263
44.83
3
53.11964645
0.266
0.439786842
3


optimal_loci_117803_G
1344
0.865648
11.38
1280
38.61
2
0.099217312
0.283
0.447553052
10


optimal_loci_117811_G
1761
0.845866
27.37
9629
48.04
1
0.198434624
0.389
0.447773395
10


optimal_loci_117865_G
1902
1.0448
0
15020
48.47
2
0.401056927
0.525
0.449634934
10


optimal_loci_117866_G
2863
0.787718
13.06
12059
48.89
2
0.401056927
0.413
0.44965015
10


optimal_loci_117872_G
1085
0.787718
0
8163
45.34
2
0.401056927
0.462
0.449693318
10


optimal_loci_117875_G
1073
0.787718
0
6079
58.43
2
0.401056927
0.469
0.449709265
10


optimal_loci_117876_G
1080
0.787718
0
4966
62.4
2
0.401056927
0.688
0.449717679
10


optimal_loci_117888_G
1724
0.766953
5.92
11724
43.56
1
42.04874619
0.247
0.450092466
10


optimal_loci_117891_G
1494
0.766953
9.71
6270
45.58
1
42.04874619
0.163
0.45013571
10


optimal_loci_117894_G
2722
0.766953
0
2244
55.03
1
42.04874619
0.552
0.450156997
10


optimal_loci_117967_G
1667
0.476252
1.68
2993
38.15
2
27.43362495
0.203
0.455124451
4


optimal_loci_117981_G
1885
0.500261
8.01
4488
45.14
1
11.7140411
0.32
0.455488479
4


optimal_loci_118016_G
1807
0.452463
12.17
9520
42.28
3
8.771993168
0.313
0.456988652
4


optimal_loci_118038_G
1003
0.504162
16.55
1881
44.06
1
17.54648729
0.399
0.45823191
4


optimal_loci_118122_G
1611
0.593353
2.23
3345
55.99
2
14.76138819
0.573
0.463618285
8


optimal_loci_118123_G
1151
0.593353
0
2001
47.08
2
14.76138819
0.324
0.463632009
8


optimal_loci_118157_G
3181
0.914192
3.3
1389
55.39
1
169.8951554
0.577
0.466046172
8


optimal_loci_118161_G
1255
0.914192
0
6181
51.63
1
169.8951554
0.448
0.46608263
8


optimal_loci_118162_G
1202
0.914192
0
12858
51.83
1
169.8951554
0.355
0.466133429
8


optimal_loci_118163_G
2807
0.914192
0
14093
48.59
1
169.8951554
0.396
0.466142825
8


optimal_loci_118183_G
1036
0.915466
0
11626
61
2
8.020616816
0.769
0.466965389
8


optimal_loci_118184_G
1159
0.915466
0
12771
47.1
2
8.020616816
0.276
0.4669741
8


optimal_loci_118265_G
1247
0.340257
0
10683
44.5
3
0.436406453
0.193
0.470838665
1


optimal_loci_118636_G
1033
0.667661
0
2001
44.33
2
6.138514142
0.338
0.488922489
2


optimal_loci_118682_G
2178
0.893231
0
4685
48.85
1
0.035491946
0.355
0.490468645
2


optimal_loci_118758_G
1356
1.771824
20.8
17839
53.31
1
427.833818
0.353
0.494550289
7


optimal_loci_118761_G
1403
1.771824
0
2677
55.31
3
193.7742902
0.76
0.494786312
7


optimal_loci_118782_G
1461
1.771824
0
3028
50.3
3
4.272245543
0.356
0.495762118
7


optimal_loci_118788_G
1524
1.771824
0
3527
46.85
3
4.272245543
0.375
0.495815663
7


optimal_loci_118791_G
1883
1.771824
2.18
2023
60.75
3
11.94895211
0.618
0.495876877
7


optimal_loci_118813_G
2480
1.90189
3.43
2001
42.58
2
6.510274005
0.32
0.496860511
10


optimal_loci_118819_G
1035
1.90189
0
2635
43.28
1
4.793192902
0.2
0.497538972
10


optimal_loci_118862_G
1791
1.12585
7.59
3664
34.72
3
5.835603566
0.154
0.499807897
7


optimal_loci_118872_G
1969
0.987701
0
5736
45.86
1
6.747282326
0.328
0.500030721
7


optimal_loci_118877_G
1003
0.987701
0
2001
43.46
3
37.37659111
0.205
0.500066487
7


optimal_loci_118979_G
1162
2.490342
0
12122
41.48
2
12.1012004
0.086
0.502737588
6


optimal_loci_118981_G
1027
2.490342
0
10163
37.87
2
12.1012004
0.072
0.502753519
6


optimal_loci_119006_G
1068
2.490342
0
2643
57.2
2
19.19520665
0.46
0.504939395
4


optimal_loci_119035_G
1612
0.198807
1.8
3406
55.76
2
19.20558999
0.808
0.507270152
2


optimal_loci_119177_G
1108
1.13953
0
1001
40.25
2
0.983526318
0.085
0.515375984
1


optimal_loci_119289_G
3103
1.496568
2.58
8180
39.54
1
54.60949822
0.346
0.520303191
2


optimal_loci_119309_G
3455
2.254597
5.93
1001
56.81
1
0.07282161
0.559
0.521249926
2


optimal_loci_119456_G
1772
2.377729
38.54
4222
48.53
2
0.248809979
0.381
0.52767386
2


optimal_loci_119517_G
1103
2.097235
3.41
3627
42.88
4
6.123606603
0.31
0.530675865
4


optimal_loci_119569_G
1111
2.981068
21.06
2553
41.4
1
10.89792037
0.482
0.533155274
6


optimal_loci_119570_G
1642
2.981068
0
3860
42.08
1
10.89792037
0.221
0.533165218
6


optimal_loci_119626_G
1688
1.732973
0
9453
49.76
2
2.610195145
0.585
0.535002533
5


optimal_loci_119631_G
1527
1.732973
30.91
3458
36.21
2
2.610195145
0.09
0.535049368
5


optimal_loci_119632_G
1926
1.732973
2.28
1001
45.58
2
2.610195145
0.465
0.535065025
5


optimal_loci_119728_G
1284
0.406428
0
5205
45.87
2
4.105316792
0.463
0.540191167
2


optimal_loci_119742_G
1635
0.406428
0
2001
48.56
1
126.1205552
0.547
0.540584099
2


optimal_loci_119833_G
1659
1.336395
27.73
2803
32.85
2
53.85132024
0.125
0.545032548
3


optimal_loci_119847_G
2480
2.69177
1.29
2001
50.12
2
2.80818371
0.456
0.545346577
3


optimal_loci_119875_G
1262
3.48216
0
4206
60.3
1
2.562121581
0.599
0.547548765
4


optimal_loci_119929_G
1016
2.674687
6.45
1001
43.3
3
14.33268782
0.189
0.550160159
5


optimal_loci_119963_G
1638
1.546549
5.92
14442
37.42
2
13.16845477
0.185
0.552767436
7


optimal_loci_119971_G
1164
1.546549
0
1001
52.49
3
8.778969847
0.476
0.552909501
7


optimal_loci_119988_G
1653
1.546549
1.69
5116
57.65
1
9.374383759
0.636
0.553966879
7


optimal_loci_119989_G
1731
1.546549
3.99
3250
55.97
1
9.374383759
0.342
0.553980482
6


optimal_loci_119993_G
1282
1.546549
0
2037
61.46
1
9.374383759
0.668
0.554044124
6


optimal_loci_120002_G
2074
1.546549
7.57
17272
47.97
1
0.324309051
0.532
0.554248239
6


optimal_loci_120112_G
1167
0.083044
12.08
1749
33.59
1
54.01599179
0.145
0.561706446
4


optimal_loci_120131_G
1478
0.169587
0
7207
35.99
1
1.862177086
0.087
0.563005752
5


optimal_loci_120143_G
1270
0.191055
0
8136
57.32
2
37.68721961
0.746
0.563631337
5


optimal_loci_120151_G
1397
0.191055
0
6421
40.65
3
301.9148538
0.1
0.563868509
5


optimal_loci_120230_G
1525
0.609116
21.64
4423
37.18
1
0.524260256
0.018
0.566430344
7


optimal_loci_120279_G
1562
1.50222
0
2994
42.63
4
5.492528377
0.251
0.569328317
9


optimal_loci_120290_G
2445
1.50222
0
6845
54.35
4
5.224567913
0.537
0.569382942
9


optimal_loci_120292_G
1251
1.50222
0
4777
33.49
4
5.224567913
0.257
0.56940776
9


optimal_loci_120314_G
1237
1.83009
5.25
7970
35.65
2
4.636256852
0.128
0.570427722
8


optimal_loci_120316_G
1179
1.83009
26.63
2001
51.06
5
1.854502741
0.535
0.570579593
8


optimal_loci_120345_G
1108
2.430701
38.36
5661
34.38
1
8.273033949
0.089
0.572051046
13


optimal_loci_120376_G
2052
2.864346
12.91
2403
47.22
2
0.104410067
0.471
0.572587221
13


optimal_loci_120380_G
1243
2.864346
0
2815
37.24
3
0.239788598
0.179
0.572653404
13


optimal_loci_120436_G
1077
3.395007
0
1001
47.35
1
65.20676087
0.365
0.574878241
9


optimal_loci_120459_G
1571
3.429523
0
3439
50.92
2
0.717740042
0.571
0.575364797
9


optimal_loci_120460_G
1511
3.429523
13.37
2790
56.51
3
1.245118537
0.6
0.575549367
9


optimal_loci_120463_G
2865
3.429523
0
2001
49.66
2
1.177512028
0.493
0.575610019
9


optimal_loci_120464_G
1700
3.429523
0
2728
53.23
2
1.177512028
0.515
0.575632394
9


optimal_loci_120513_G
1013
4.510093
4.34
1093
56.86
4
17.90017579
0.592
0.577150461
6


optimal_loci_120569_G
1129
1.274088
28.34
7888
35.25
1
6.207861066
0.043
0.58136523
3


optimal_loci_120570_G
1083
1.274088
39.89
6711
40.9
1
6.207861066
0.171
0.581374535
3


optimal_loci_120574_G
1129
1.274088
0
2691
53.76
1
6.207861066
0.484
0.581404769
3


optimal_loci_120710_G
2903
1.405194
0
6811
52.7
2
1.347005744
0.539
0.588401039
8


optimal_loci_120714_G
2609
1.405194
4.18
1824
49.06
2
1.347005744
0.407
0.588441217
8


optimal_loci_120724_G
1857
1.51106
0
1001
45.66
1
7.897281976
0.358
0.589105162
10


optimal_loci_120729_G
2151
1.51106
1.44
13845
51.97
1
7.897281976
0.425
0.589251076
10


optimal_loci_120772_G
1240
1.47241
0
2347
37.25
3
0.024486732
0.111
0.590110304
10


optimal_loci_120777_G
2469
1.616359
1.4
6963
50.14
3
0.019536392
0.581
0.590324584
10


optimal_loci_120787_G
1043
1.616359
0
6899
40.84
4
0.08767579
0.115
0.590398838
10


optimal_loci_120789_G
1757
1.80373
2.11
2001
45.58
6
0.158971102
0.313
0.590514898
10


optimal_loci_120843_G
1011
1.566836
0
1918
36.99
4
2.14951692
0.031
0.592356504
8


optimal_loci_120847_G
1007
1.612141
0
2322
41.7
4
2.14951692
0.083
0.592420845
8


optimal_loci_120961_G
1651
1.455547
0
1001
46.94
1
19.90216431
0.444
0.597699726
6


optimal_loci_120993_G
1052
1.27343
5.04
2905
40.58
2
4.212882754
0.374
0.59889837
6


optimal_loci_120997_G
1973
1.27343
0
16950
32.18
2
4.212882754
0.107
0.599005225
6


optimal_loci_120998_G
3003
1.27343
4
19367
57.74
1
6.835740357
0.638
0.599023614
6


optimal_loci_121020_G
1024
1.261677
0
8288
49.7
1
13.38190785
0.461
0.599532849
7


optimal_loci_121023_G
1115
1.261677
0
5429
34.26
1
13.38190785
0.198
0.599681479
8


optimal_loci_121116_G
1020
0.930525
11.96
3281
37.74
2
39.60728573
0.055
0.603344325
5


optimal_loci_121117_G
1084
0.930525
0
4334
39.29
2
39.60728573
0.049
0.603352336
4


optimal_loci_121153_G
1108
0.983086
0
1001
46.38
3
20.16618967
0.316
0.604846993
5


optimal_loci_121239_G
1639
1.106871
3.84
12691
50.09
2
4.784908042
0.529
0.607756202
7


optimal_loci_121240_G
1854
1.106871
8.41
11150
33.33
2
4.784908042
0.087
0.607769311
7


optimal_loci_121279_G
1700
1.114771
0
7542
42.64
3
87.75710412
0.27
0.609103135
6


optimal_loci_121292_G
2273
1.14436
31.59
2910
35.45
1
0.509325275
0.162
0.610423484
7


optimal_loci_121304_G
1542
1.150198
10.83
2675
55.44
2
0.054381028
0.631
0.61146815
7


optimal_loci_121306_G
1239
1.150198
0
4919
40.27
2
0.054381028
0.055
0.611485222
7


optimal_loci_121339_G
1034
1.170287
19.54
1001
37.42
1
1.897677167
0.172
0.613044502
4


optimal_loci_121468_G
2736
2.685469
35.45
2906
41.92
1
1.534396657
0.267
0.617845462
1


optimal_loci_121718_G
1092
1.983024
0
11687
50.36
1
22.14690716
0.699
0.627155895
7


optimal_loci_121719_G
1323
1.904672
0
19930
54.42
1
22.14690716
0.815
0.627218608
7


optimal_loci_121745_G
1151
1.674269
27.98
2001
38.05
3
12.60817674
0.222
0.628057728
7


optimal_loci_121786_G
2243
1.413096
23.72
3922
36.2
1
9.124720469
0.08
0.629007361
8


optimal_loci_121792_G
1109
1.402641
0
2202
41.92
1
9.124720469
0.319
0.629114718
8


optimal_loci_121802_G
1712
1.403564
36.62
1271
47.13
1
2.826165485
0.304
0.629518004
9


optimal_loci_121804_G
2005
1.403564
7.63
5146
39.25
1
6.029548641
0.212
0.629776122
9


optimal_loci_121863_G
1227
0.971668
26.57
3659
38.87
4
20.48470312
0.332
0.632806763
13


optimal_loci_121875_G
2112
0.983523
0
4327
43.98
2
20.90984025
0.319
0.632954655
11


optimal_loci_121889_G
1287
1.179131
31.31
1319
54.54
1
2.085529633
0.508
0.633770798
11


optimal_loci_121905_G
1550
1.184294
0
3847
61.41
2
18.68311821
0.56
0.634314293
11


optimal_loci_121919_G
1170
1.277527
30
1001
52.99
1
0.779753562
0.625
0.634642351
12


optimal_loci_121921_G
1132
1.274532
0
13547
42.75
3
3.138624579
0.251
0.634803428
13


optimal_loci_121949_G
2013
1.319041
0
1001
40.23
4
61.98942337
0.343
0.635841375
14


optimal_loci_121962_G
2941
1.50039
23.22
4143
51.47
1
27.91651112
0.521
0.636458021
15


optimal_loci_121967_G
1976
1.497532
0
2093
55.66
2
13.95825556
0.576
0.636545764
15


optimal_loci_121999_G
2449
1.927578
24.17
5658
43.56
3
133.5716673
0.365
0.637193641
14


optimal_loci_122000_G
1821
1.927578
14.55
3747
38.82
2
4.139253575
0.183
0.637212957
14


optimal_loci_122036_G
1532
1.927578
9.4
1431
56.98
2
15.17385712
0.573
0.638375342
12


optimal_loci_122041_G
1465
1.927578
0
2001
39.11
2
4.365339516
0.24
0.638574063
11


optimal_loci_122051_G
1226
1.927578
0
1001
56.93
1
8.899921747
0.657
0.638894818
10


optimal_loci_122079_G
3459
0.982763
12.63
3956
41.71
1
33.87327695
0.213
0.640156015
9


optimal_loci_122090_G
1093
0.78971
21.5
3755
52.79
1
0.599409629
0.482
0.640802591
7


optimal_loci_122254_G
1035
0.398021
16.91
2001
53.42
3
11.34215609
0.644
0.647162047
6


optimal_loci_122285_G
1019
0.200816
29.44
3343
36.5
1
18.61911978
0.31
0.648480334
6


optimal_loci_122291_G
1595
0.200816
0
6905
46.33
1
18.61911978
0.492
0.648507434
6


optimal_loci_122317_G
1261
0.200816
0
11794
55.03
2
1.595629333
0.665
0.649928179
6


optimal_loci_122327_G
1364
0.126026
0
4743
44.28
5
18.50808255
0.275
0.650649268
6


optimal_loci_122329_G
1017
0.126026
9.14
2835
37.36
5
18.50808255
0.409
0.650677334
6


optimal_loci_122515_G
2043
0.890327
1.52
4482
56.82
3
3.827267163
0.497
0.656654228
5


optimal_loci_122516_G
1871
0.890327
23.3
5282
46.87
3
3.827267163
0.388
0.656678034
5


optimal_loci_122567_G
1155
0.890327
30.04
1001
38.61
2
7.750494028
0.137
0.658241764
7


optimal_loci_122582_G
1284
0.890327
23.05
7403
36.83
2
0.032033787
0.166
0.658634642
7


optimal_loci_122603_G
1607
0.711742
35.72
2001
57.24
3
62.81464372
0.582
0.659834884
7


optimal_loci_122629_G
1123
0.586331
0
5699
50.13
2
117.892046
0.228
0.661271469
5


optimal_loci_122664_G
1267
0.605907
10.5
3926
36.22
3
27.59563669
0.165
0.661939271
5


optimal_loci_122800_G
1500
0.217765
9.33
4713
53.66
2
37.53375558
0.545
0.669227347
4


optimal_loci_122801_G
1627
0.217765
35.96
2497
51.01
2
37.53375558
0.479
0.669243241
4


optimal_loci_122804_G
1499
0.217765
19.55
2001
49.36
1
75.06751116
0.279
0.669297798
4


optimal_loci_122842_G
1218
0.556262
0
2001
60.59
1
1.399096294
0.632
0.670296716
4


optimal_loci_122927_G
1045
0.942278
0
2538
39.23
2
69.37589178
0.279
0.674525043
1


optimal_loci_123075_G
2055
1.203249
20.34
1363
45.59
2
0.720300064
0.459
0.680020083
4


optimal_loci_123080_G
1544
1.203249
0
3741
55.44
1
0.551029504
0.343
0.68009312
4


optimal_loci_123095_G
1121
1.209568
0
11591
46.38
1
0.03090145
0.185
0.680546041
4


optimal_loci_123098_G
1506
1.257051
7.37
7282
55.64
1
0.03090145
0.473
0.680575895
4


optimal_loci_123251_G
1687
0.626688
6.4
1373
44.16
2
24.16054688
0.343
0.686482095
5


optimal_loci_123264_G
1325
0.578523
0
12952
58.64
1
2.95215727
0.632
0.686702408
5


optimal_loci_123265_G
1377
0.578523
0
14355
52.65
1
2.95215727
0.487
0.686713082
5


optimal_loci_123298_G
1327
0.709301
0
2950
31.8
1
13.64743462
0.182
0.687919471
5


optimal_loci_123299_G
1135
0.709301
0
1762
41.05
1
13.64743462
0.333
0.68792997
5


optimal_loci_123383_G
1170
1.267998
0
16388
55.29
1
10.1242837
0.54
0.692670736
7


optimal_loci_123391_G
1270
1.282656
4.33
3394
55.98
2
7.368163888
0.632
0.692916338
7


optimal_loci_123393_G
1182
1.211721
0
5413
48.22
2
7.368163888
0.296
0.692931698
7


optimal_loci_123394_G
1784
1.211721
0
6673
46.52
2
7.368163888
0.42
0.692941284
7


optimal_loci_123419_G
1224
0.915756
6.94
6033
45.58
3
1.262336802
0.354
0.69469132
8


optimal_loci_123429_G
1581
0.915756
15.12
3030
36.3
2
0.332598363
0.191
0.69496037
8


optimal_loci_123450_G
1570
0.894396
32.23
2675
39.23
1
4.851726451
0.16
0.695450959
8


optimal_loci_123505_G
1341
0.472787
27.37
1086
46.6
3
3.68454408
0.413
0.697694116
4


optimal_loci_123810_G
1259
0.863292
0
5288
36.06
1
44.77702782
0.165
0.709828184
4


optimal_loci_123860_G
1284
0.787444
10.2
2065
53.81
1
0.125011157
0.43
0.711746851
7


optimal_loci_123868_G
1329
0.817326
0
1241
40.4
2
7.566769946
0.254
0.712543335
7


optimal_loci_123895_G
3426
1.009745
0
3054
54.58
3
1.180327503
0.565
0.713388686
9


optimal_loci_123955_G
1225
1.221988
31.18
17888
33.87
2
4.363049483
0.062
0.71530695
8


optimal_loci_123956_G
1122
1.221988
34.4
14369
33.33
1
8.726098966
0.023
0.715334506
8


optimal_loci_123958_G
1050
1.221988
0
12774
57.23
1
8.726098966
0.586
0.715347189
8


optimal_loci_123992_G
2284
1.241493
0
9039
52.62
1
5.116274663
0.447
0.716471374
6


optimal_loci_123995_G
2348
1.183065
1.19
2794
51.19
1
5.116274663
0.445
0.716598709
6


optimal_loci_124131_G
2171
2.781551
4.51
16135
53.38
1
4.622748638
0.621
0.723006986
12


optimal_loci_124148_G
1153
2.832272
0
3738
51.17
1
4.622748638
0.608
0.723109047
12


optimal_loci_124151_G
1280
2.832272
2.34
1001
46.71
2
2.311374319
0.214
0.723162098
12


optimal_loci_124182_G
1426
3.055165
0
6071
51.96
3
1.444868996
0.439
0.72442611
13


optimal_loci_124185_G
1945
3.055165
3.86
2001
38.92
4
3.050252616
0.124
0.724453126
13


optimal_loci_124188_G
1271
3.055165
28.17
1001
48.7
5
4.705438701
0.389
0.72462309
14


optimal_loci_124189_G
1076
3.055165
4.93
2305
41.54
5
4.705438701
0.413
0.724633011
14


optimal_loci_124192_G
1935
3.055165
0
2385
57.51
1
11.32618304
0.545
0.724800798
14


optimal_loci_124208_G
1116
3.402982
13.53
3674
41.57
3
15.76403463
0.184
0.725469802
14


optimal_loci_124212_G
1214
3.402982
0
1975
45.88
3
15.76403463
0.365
0.725496118
14


optimal_loci_124234_G
1237
4.189987
0
2001
42.19
2
10.71779386
0.205
0.726530855
14


optimal_loci_124235_G
1126
4.189987
17.41
1173
52.75
2
10.71779386
0.51
0.726589695
14


optimal_loci_124257_G
1349
2.829145
0
1893
45.81
1
11.85600426
0.412
0.72773395
11


optimal_loci_124293_G
1995
1.212419
36.74
3741
48.42
2
0.181424856
0.401
0.72843029
11


optimal_loci_124354_G
1277
0.045162
29.29
3386
37.27
2
3.05893284
0.219
0.731557819
3


optimal_loci_124363_G
1205
0.061264
9.46
7361
37.75
1
5.108757822
0.245
0.73210581
3


optimal_loci_124513_G
2086
0.253998
14.33
2001
48.94
1
9.259337464
0.273
0.739916298
3


optimal_loci_124525_G
2017
0.285718
16.91
3086
51.46
2
0.552782824
0.438
0.74052618
3


optimal_loci_124583_G
1163
0.34939
30.61
2001
42.99
4
26.19732374
0.301
0.743138639
3


optimal_loci_124694_G
1596
0.314181
33.02
5872
40.72
2
10.50866178
0.17
0.748131039
5


optimal_loci_124720_G
1840
0.561059
19.35
2265
42.01
1
29.17529525
0.22
0.748694307
6


optimal_loci_124736_G
1776
1.050425
0
2509
36.99
5
4.382086912
0.193
0.749822417
8


optimal_loci_124740_G
1652
1.050425
7.51
4811
44.55
5
4.382086912
0.257
0.749860495
8


optimal_loci_124781_G
1027
1.16114
30.77
3917
33.1
2
48.57456276
0.277
0.751637821
8


optimal_loci_124791_G
1923
1.32175
0
3558
49.03
3
21.42699045
0.375
0.752501218
7


optimal_loci_124792_G
1524
1.32175
0
2001
53.28
3
21.42699045
0.507
0.752516099
6


optimal_loci_124795_G
2671
1.221744
34.71
2918
55.78
5
52.89677981
0.514
0.752768975
7


optimal_loci_124875_G
1791
0.534359
34.67
4361
46.67
3
7.185935828
0.443
0.756419829
3


optimal_loci_124897_G
1039
0.616001
13.86
6572
43.98
1
41.02160289
0.385
0.757641397
4


optimal_loci_124985_G
1464
0.952591
14.75
2246
40.98
2
15.36161189
0.179
0.760764498
4


optimal_loci_124986_G
1191
0.952591
0
1001
59.36
2
15.36161189
0.477
0.760776047
4


optimal_loci_125047_G
1052
0.75794
0
4470
48.09
1
16.92482008
0.472
0.763234481
6


optimal_loci_125071_G
1087
0.579466
15.82
2181
50.13
4
4.286517962
0.494
0.764793228
8


optimal_loci_125085_G
1010
0.515327
0
2001
55.04
2
3.211625724
0.616
0.765337849
8


optimal_loci_125104_G
1363
0.520405
9.68
9776
43.43
1
19.31673218
0.318
0.765882553
8


optimal_loci_125141_G
1377
0.969821
0
11953
42.84
2
2.068657529
0.296
0.767342662
13


optimal_loci_125160_G
1529
0.993207
6.47
17794
36.1
1
13.90923326
0.129
0.767674326
13


optimal_loci_125179_G
1588
1.308572
0
9565
39.67
1
13.90923326
0.259
0.767943338
14


optimal_loci_125184_G
1075
1.308572
7.81
8680
54.32
2
87.97966062
0.534
0.768182748
14


optimal_loci_125225_G
1235
1.164363
0
1779
39.27
2
49.70160091
0.117
0.769978066
11


optimal_loci_125230_G
2345
1.164363
8.66
4474
45.75
4
1.917911838
0.356
0.770215109
11


optimal_loci_125235_G
1301
1.173374
0
2207
52.57
1
56.2780183
0.424
0.770655728
13


optimal_loci_125236_G
1112
1.173374
10.97
3936
47.12
1
56.2780183
0.533
0.770668882
13


optimal_loci_125238_G
2075
1.173374
1.88
6740
47.66
1
56.2780183
0.392
0.770690215
13


optimal_loci_125246_G
1737
1.20312
2.94
2001
38.91
3
12.56425016
0.126
0.771085407
13


optimal_loci_125267_G
1259
1.390089
2.22
6727
50.91
4
27.48896004
0.707
0.771668706
13


optimal_loci_125311_G
1032
0.916339
0
12933
38.08
1
21.78193314
0
0.774107922
12


optimal_loci_125314_G
1300
0.908111
14.62
17385
52.69
1
0.048223629
0.46
0.774423769
12


optimal_loci_125374_G
1006
0.701684
0
1001
55.16
1
0.023734225
0.604
0.774938133
8


optimal_loci_125375_G
1858
0.701684
2.96
2413
46.87
1
0.023734225
0.443
0.774948875
8


optimal_loci_125429_G
1959
0.328045
1.43
5242
38.48
2
6.003371758
0.183
0.776469742
7


optimal_loci_125431_G
1900
0.330291
11.26
2732
36.68
2
6.003371758
0.26
0.776489287
7


optimal_loci_125456_G
1238
0.200055
14.05
10546
39.66
2
0.215097449
0.123
0.777682484
8


optimal_loci_125535_G
1076
0.12462
21.93
1001
42.93
1
4.214565228
0.2
0.780511786
5


optimal_loci_125555_G
1339
0.099255
0
4591
38.61
3
3.426650536
0.166
0.782017528
7


optimal_loci_125567_G
1041
0.099255
14.7
12420
37.94
1
10.27995161
0.125
0.782259022
7


optimal_loci_125571_G
1800
0.099255
26.06
17078
34
1
10.27995161
0.135
0.78229446
7


optimal_loci_125623_G
1247
0.149563
29.59
17908
37.28
1
0.028898055
0.039
0.784735495
6


optimal_loci_125625_G
1267
0.149563
0
13877
36.62
2
12.63932979
0.171
0.784766011
6


optimal_loci_125639_G
1038
0.140294
25.82
2486
39.88
2
12.84356224
0.167
0.78507126
6


optimal_loci_125746_G
1276
2.299265
0
7583
38.63
2
97.00878502
0.154
0.789356571
8


optimal_loci_125749_G
1179
2.299265
9.25
3883
43.93
2
97.00878502
0.211
0.789385458
8


optimal_loci_125753_G
1380
2.299265
2.46
1001
57.02
2
97.00878502
0.492
0.789451024
8


optimal_loci_125797_G
1026
3.125287
0
3733
32.06
2
10.64292978
0.115
0.790730276
8


optimal_loci_125805_G
1642
3.125287
0
2674
47.5
3
10.01591641
0.394
0.790774927
8


optimal_loci_125809_G
1311
3.193339
0
2441
40.35
4
7.84234752
0.274
0.790841999
8


optimal_loci_125811_G
1505
3.646885
0
2001
44.25
3
8.622149186
0.245
0.790912084
8


optimal_loci_125813_G
1947
3.646885
9.5
2716
40.67
2
5.041765257
0.158
0.790980032
8


optimal_loci_126156_G
1463
0.503484
28.5
1863
37.25
3
8.595827315
0.157
0.80268379
9


optimal_loci_126157_G
1199
0.503484
21.18
3416
37.61
3
8.595827315
0.333
0.802695605
9


optimal_loci_126203_G
1699
2.242129
0
4296
49.44
1
0.224603298
0.422
0.805366683
10


optimal_loci_126206_G
1032
2.242129
0
12970
51.55
1
13.12477661
0.29
0.805587103
10


optimal_loci_126208_G
1788
2.242129
19.46
10400
43.56
1
13.12477661
0.298
0.805600904
10


optimal_loci_126215_G
1090
2.242129
14.68
3429
32.38
1
13.12477661
0.238
0.80565925
10


optimal_loci_126218_G
4830
2.242129
3.23
1001
54.45
1
13.12477661
0.63
0.805714827
10


optimal_loci_126220_G
1255
2.242129
0
6634
37.52
1
13.12477661
0.151
0.805757683
10


optimal_loci_126239_G
2489
1.975652
0
5436
46.44
4
1.87207005
0.324
0.806318531
10


optimal_loci_126290_G
1010
2.433767
9.01
2001
48.91
5
36.59305702
0.592
0.807524753
9


optimal_loci_126368_G
2212
1.859813
0
2800
48.96
2
1.193987169
0.329
0.810600791
5


optimal_loci_126431_G
1079
1.226676
8.71
4734
36.05
2
9.95558252
0.1
0.812856791
5


optimal_loci_126434_G
3034
1.214984
11.31
1001
38.1
2
9.95558252
0.229
0.812870318
5


optimal_loci_126470_G
1719
0.651101
8.09
14047
37.63
1
7.409532728
0.058
0.81435707
5


optimal_loci_126484_G
3024
0.651101
5.22
4794
53.76
2
3.704766364
0.592
0.814540043
4


optimal_loci_126599_G
1064
2.767694
0
10091
37.96
1
16.8511709
0.251
0.819808828
9


optimal_loci_126605_G
1519
3.131968
22.58
4015
33.17
4
12.83142476
0.075
0.820341747
11


optimal_loci_126640_G
1494
5.044848
8.3
12469
41.36
2
1.76353648
0.148
0.821668891
16


optimal_loci_126657_G
1019
5.044848
0
17098
37.97
1
7.860521121
0.049
0.822161899
16


optimal_loci_126660_G
1506
5.044848
3.45
14229
52.52
1
7.860521121
0.455
0.822180021
16


optimal_loci_126671_G
1019
5.044848
4.51
4995
40.03
1
7.860521121
0.164
0.822377487
16


optimal_loci_126676_G
1027
5.044848
0
1001
44.69
1
31.21916018
0.229
0.822622587
16


optimal_loci_126685_G
3043
5.044848
0
12471
46.89
1
10.20607328
0.357
0.822989302
16


optimal_loci_126699_G
2382
5.044848
30.65
1219
31.02
3
7.657872333
0.06
0.823152707
16


optimal_loci_126711_G
1191
4.077711
27.2
2525
37.11
3
0.07113113
0.178
0.824058069
15


optimal_loci_126715_G
1137
4.077711
34.48
1050
35.53
3
0.07113113
0.078
0.82410024
15


optimal_loci_126731_G
1342
3.592384
0
2817
51.34
4
13.65268256
0.417
0.824511538
15


optimal_loci_126742_G
2691
3.592384
0
1490
35.63
3
12.68854499
0.073
0.824637983
15


optimal_loci_126747_G
1331
3.506942
4.51
5386
36.88
2
12.21957331
0.101
0.82473634
15


optimal_loci_126748_G
1023
3.506942
20.72
13588
54.64
2
18.06034173
0.641
0.824801837
15


optimal_loci_126749_G
1275
3.506942
0
11902
44.39
2
18.06034173
0.227
0.824812747
15


optimal_loci_126831_G
1044
1.343029
0
6283
36.68
1
4.097741754
0.121
0.82802894
11


optimal_loci_126854_G
1393
1.6791
38.19
2005
36.75
2
10.36388213
0.184
0.828705202
6


optimal_loci_126864_G
4213
2.366671
8.05
2759
49.91
3
17.39530034
0.457
0.828965481
6


optimal_loci_126877_G
1426
2.366671
0
2909
37.23
2
8.468543611
0.16
0.829571969
7


optimal_loci_126886_G
1127
2.366671
0
1013
35.66
1
3.075210519
0.157
0.830062101
7


optimal_loci_126893_G
1308
2.366671
17.74
6550
34.86
2
4.397544243
0.167
0.830267472
7


optimal_loci_126954_G
1113
1.758263
5.39
2800
34.14
2
7.971939438
0.088
0.83325493
9


optimal_loci_127005_G
1187
1.11869
3.29
1767
42.88
4
85.27050481
0.318
0.835505148
8


optimal_loci_127008_G
1421
1.116533
11.26
2858
49.26
4
85.27050481
0.422
0.835561188
8


optimal_loci_127020_G
1677
1.116533
24.75
6058
52.23
1
69.6756097
0.495
0.835694192
8


optimal_loci_127038_G
1588
0.970938
35.64
16290
49.74
1
0.015030147
0.385
0.836149312
8


optimal_loci_127044_G
1386
0.88854
13.85
1113
39.68
1
2.329149325
0.399
0.836640965
9


optimal_loci_127097_G
1126
0.838173
2.58
2001
43.25
1
3.808692665
0.346
0.838973349
8


optimal_loci_127103_G
1031
0.838173
16.49
4723
54.41
1
3.808692665
0.833
0.83905703
8


optimal_loci_127133_G
2612
0.935983
0
3646
47.47
3
23.57138316
0.406
0.840230187
6


optimal_loci_127197_G
1215
1.839918
0
1001
55.3
1
10.27406219
0.563
0.843203038
12


optimal_loci_127221_G
1154
1.839918
9.1
1001
30.76
1
10.38832075
0.158
0.843832191
12


optimal_loci_127236_G
1347
2.030549
6.68
3190
38.53
1
0.75864597
0.158
0.844316016
11


optimal_loci_127240_G
1304
2.030549
0
2002
46.93
1
0.75864597
0.352
0.844373251
11


optimal_loci_127248_G
1711
2.172199
39.86
2935
32.96
4
22.10193686
0.038
0.844758278
11


optimal_loci_127250_G
1910
2.172199
19.11
5231
43.29
5
17.95287966
0.306
0.844775746
11


optimal_loci_127252_G
1367
2.172199
0
8093
45.35
5
17.95287966
0.365
0.84479752
11


optimal_loci_127259_G
1801
2.205567
5.5
2001
52.13
2
0.95879553
0.47
0.844895633
12


optimal_loci_127268_G
2149
2.212146
2.19
2758
47.97
2
0.95879553
0.344
0.845007235
12


optimal_loci_127306_G
1515
2.560096
0
6825
33.79
1
13.47122548
0.142
0.846313548
12


optimal_loci_127340_G
1137
2.554222
22.16
2001
58.48
3
37.03752722
0.601
0.846995227
12


optimal_loci_127359_G
1095
2.973201
0
4375
53.05
2
7.078007944
0.618
0.848704697
6


optimal_loci_127455_G
1391
2.780624
0
1001
44.21
1
0.254642274
0.427
0.852420608
2


optimal_loci_127574_G
1908
2.979594
5.66
2488
47.06
1
31.01107108
0.438
0.857383132
6


optimal_loci_127581_G
1207
2.979594
2.82
17104
56.33
1
31.01107108
0.582
0.85749433
6


optimal_loci_127583_G
1827
2.979594
0
19164
56.43
1
31.01107108
0.514
0.857510003
6


optimal_loci_127626_G
1432
2.979594
39.87
1001
48.67
3
14.03301076
0.435
0.858912778
6


optimal_loci_127627_G
1006
2.979594
0
1191
47.01
5
49.27924357
0.516
0.859018058
6


optimal_loci_127644_G
1991
1.113133
0
1399
54.79
5
7.658875309
0.554
0.860421518
9


optimal_loci_127732_G
1362
0.011428
0
8425
40.08
3
2.058117192
0.184
0.863443181
7


optimal_loci_127733_G
1553
0.011428
0
6839
42.49
3
2.058117192
0.268
0.863453795
7


optimal_loci_127734_G
2532
0.011428
0
4274
33.68
3
2.058117192
0.078
0.863465861
7


optimal_loci_127788_G
1685
0.011525
6.17
8259
50.86
1
13.55318398
0.607
0.864411112
6


optimal_loci_127828_G
1038
0.011525
33.04
5520
44.02
2
9.134301835
0.384
0.865685076
10


optimal_loci_127873_G
2276
2.510335
0
1001
37.12
2
0.047166509
0.172
0.866916891
12


optimal_loci_127930_G
3282
1.991287
1.07
2954
55.81
4
3.764156101
0.616
0.868329267
8


optimal_loci_127935_G
2095
1.991287
7.35
2212
49.88
1
0.274622514
0.577
0.868478925
8


optimal_loci_127937_G
1996
1.991287
8.02
3319
49.39
1
0.274622514
0.557
0.86857035
8


optimal_loci_127954_G
1240
1.698374
0
3589
37.17
1
2.456349409
0.219
0.868795852
8


optimal_loci_127989_G
1452
1.471422
0
6831
36.98
1
2.115040627
0.095
0.869936569
10


optimal_loci_127990_G
1492
1.471422
0
8452
47.92
1
2.115040627
0.458
0.869948902
10


optimal_loci_128058_G
1157
0.984794
0
16550
30.85
1
82.26376666
0
0.872693846
7


optimal_loci_128077_G
1206
0.99956
0
1001
53.89
2
190.6464465
0.536
0.873219477
7


optimal_loci_128078_G
3047
0.99956
8.6
2491
46.4
2
190.6464465
0.439
0.873268731
7


optimal_loci_128128_G
1308
1.081884
0
7682
41.81
3
1.02978178
0.112
0.875508222
8


optimal_loci_128140_G
1281
0.998191
0
1209
47.07
1
0.135143806
0.327
0.876042723
8


optimal_loci_128196_G
1305
1.060897
21.15
10742
33.71
1
7.503547688
0.108
0.878306514
6


optimal_loci_128207_G
1320
1.058573
0
1906
36.06
4
7.944110451
0
0.879050442
6


optimal_loci_128209_G
1284
1.064397
0
2001
46.33
4
7.290190058
0.376
0.879186899
6


optimal_loci_128232_G
1137
1.164767
2.99
2001
60.07
5
40.93059429
0.363
0.880768204
6


optimal_loci_128314_G
1522
1.510218
0
1623
36.07
2
12.26290847
0.095
0.883843946
5


optimal_loci_128355_G
1288
1.909735
3.57
18938
39.36
1
56.25114998
0.18
0.884552953
5


optimal_loci_128380_G
1727
2.888969
0
2876
42.79
2
56.7248922
0.286
0.885925691
8


optimal_loci_128404_G
3429
3.627362
0.85
4217
48.46
2
2.083654179
0.317
0.886515792
10


optimal_loci_128484_G
1821
3.894286
12.9
2001
41.79
4
17.98153763
0.358
0.889051973
9


optimal_loci_128488_G
1155
3.894286
0
3244
50.47
4
17.80222952
0.376
0.88919864
9


optimal_loci_128505_G
1122
3.408946
14.44
3707
39.12
1
69.60586615
0.377
0.88966238
9


optimal_loci_128508_G
1377
3.408946
2.83
6465
34.64
1
69.60586615
0.192
0.889683363
9


optimal_loci_128517_G
1592
3.408946
13.51
8228
51.38
2
1.570919287
0.503
0.889791663
8


optimal_loci_128519_G
2104
3.408946
18.87
4765
42.91
2
1.570919287
0.406
0.889814114
8


optimal_loci_128579_G
1500
3.208603
14.8
1815
44.26
1
2.351402635
0.196
0.891977524
7


optimal_loci_128678_G
1330
4.448565
0
2054
36.84
3
2.962521286
0.239
0.89613127
1


optimal_loci_128771_G
1276
3.625382
5.8
4987
37.61
3
2.759717332
0.118
0.901366244
5


optimal_loci_128772_G
1046
3.625382
0
3194
30.78
3
2.759717332
0.083
0.901381635
5


optimal_loci_128775_G
1162
3.625382
21.34
2001
40.7
2
4.139575998
0.236
0.901446585
5


optimal_loci_128776_G
1142
3.71562
23.03
1001
45.7
2
4.139575998
0.313
0.90146966
5


optimal_loci_128823_G
1854
1.870192
0
1001
45.09
2
1.800589461
0.272
0.903729555
5


optimal_loci_128957_G
1124
0.530133
13.97
2820
38.87
1
0.718400452
0.191
0.907881878
2


optimal_loci_129054_G
1001
2.596095
0
1001
38.16
3
86.31756703
0
0.911583661
5


optimal_loci_129063_G
1059
5.228885
27.57
2178
53.63
3
23.40429408
0.667
0.912569189
4


optimal_loci_129067_G
1102
5.228885
0
2269
36.75
3
17.33205238
0
0.912672209
4


optimal_loci_129084_G
1261
5.228885
18.32
2792
34.81
3
23.98652266
0.09
0.913429139
5


optimal_loci_129164_G
1516
5.377074
13.39
4485
50.59
2
19.03122322
0.505
0.917117068
8


optimal_loci_129240_G
1336
14.329869
0
6152
54.11
5
43.52710853
0.609
0.91949208
8


optimal_loci_129241_G
1837
14.329869
2.07
4282
54.43
5
43.52710853
0.454
0.919502495
8


optimal_loci_129243_G
1335
14.329869
12.13
2370
48.61
5
43.52710853
0.572
0.919520861
8


optimal_loci_129255_G
1132
14.329869
0
1631
33.48
6
11.25024042
0.116
0.919995762
8


optimal_loci_129269_G
1394
14.329869
18.72
1001
37.8
3
31.85056347
0.17
0.920511943
8


optimal_loci_129270_G
1517
2.794552
0
2557
45.81
3
31.85056347
0.328
0.920523781
8


optimal_loci_129317_G
1089
2.794552
35.9
1993
37.09
5
0.842434685
0.092
0.922171603
7


optimal_loci_129396_G
1009
1.348583
29.73
3490
39.74
3
12.48289127
0.275
0.927253467
4


optimal_loci_129413_G
1066
1.079304
15.1
8415
36.02
2
17.15889008
0.125
0.927509804
4


optimal_loci_129463_G
1362
1.207893
31.79
10005
34.58
1
0.078486601
0.042
0.929009863
6


optimal_loci_129496_G
1461
1.207893
0
18782
34.22
1
53.26413211
0.175
0.930232328
8


optimal_loci_129571_G
1244
1.485285
0
11996
43.32
3
15.19887314
0.272
0.932684903
10


optimal_loci_129573_G
1417
1.485285
0
8591
39.44
3
15.19887314
0.267
0.932709493
10


optimal_loci_129585_G
1101
2.241472
0
6236
40.96
1
84.76962961
0.172
0.933098445
9


optimal_loci_129586_G
1211
2.241472
0
2685
38.64
2
42.3848148
0.115
0.933124624
9


optimal_loci_129622_G
1341
3.940308
4.62
6560
54.88
3
6.35298416
0.509
0.934555176
8


optimal_loci_129653_G
1116
4.296468
0
6521
37
1
0.088239714
0.12
0.935474112
8


optimal_loci_129662_G
1232
4.32355
7.71
6598
36.6
4
8.497624401
0.109
0.935578517
8


optimal_loci_129663_G
1069
4.32355
0
5320
39.85
4
8.497624401
0.211
0.93558948
8


optimal_loci_129793_G
1465
3.983841
34.06
11781
40.34
2
12.41773026
0.325
0.941449804
7


optimal_loci_129807_G
1314
3.796356
2.13
6122
39.42
3
12.46467482
0.038
0.941675039
7


optimal_loci_129812_G
2360
3.796356
0
3704
42.24
2
35.28247761
0.365
0.941818093
7


optimal_loci_129846_G
1304
2.747528
9.82
9363
57.82
1
15.29094785
0.525
0.943112857
7


optimal_loci_129849_G
1860
2.742141
0
4396
53.92
1
15.29094785
0.684
0.943146416
7


optimal_loci_129866_G
1014
2.218016
0
9063
54.53
1
15.29094785
0.78
0.94329599
7


optimal_loci_129894_G
1010
0.80332
0
4699
44.45
3
6.17892546
0.34
0.945161355
11


optimal_loci_129949_G
1127
0.237623
0
2677
32.56
3
10.32657005
0
0.947337935
7


optimal_loci_129983_G
1015
0.320021
0
1334
39.01
3
12.10420311
0.197
0.948193008
9


optimal_loci_129984_G
1901
0.320021
21.25
2001
39.76
4
9.73159355
0.149
0.948232304
9


optimal_loci_129998_G
1064
0.320021
6.48
13084
49.62
1
2.613764871
0.352
0.948475897
9


optimal_loci_130011_G
1452
2.074055
17.29
1537
48.48
1
40.25478744
0.275
0.949146796
8


optimal_loci_130014_G
1109
2.074055
12.8
5120
59.33
1
40.25478744
0.392
0.949174055
8


optimal_loci_130118_G
1150
0.292894
0
1001
31.56
5
44.23087748
0.147
0.951482026
7


optimal_loci_130128_G
1098
4.39774
0
1122
48.45
2
78.71941345
0.381
0.951997142
7


optimal_loci_130272_G
1000
3.190607
0
2294
53.7
2
114.9074331
0.553
0.959173905
7


optimal_loci_130317_G
2115
3.363991
0
1619
45.91
3
24.92407881
0.42
0.960601726
7


optimal_loci_130348_G
1459
3.50156
0
2711
43.45
1
25.43299669
0.27
0.961324458
10


optimal_loci_130353_G
1182
3.616659
0
5284
41.37
1
1.264912316
0.207
0.961491073
10


optimal_loci_130391_G
1202
3.61333
9.07
4067
44.75
1
6.832817341
0.288
0.962660625
10


optimal_loci_130404_G
1009
3.678618
20.12
5612
41.52
1
14.03136204
0.422
0.962968118
10


optimal_loci_130405_G
1554
3.678618
0
3767
36.16
1
14.03136204
0.044
0.962978009
10


optimal_loci_130447_G
1529
3.082673
0
1001
39.24
2
8.483973245
0.021
0.964512387
9


optimal_loci_130452_G
1061
3.30523
6.13
4117
34.3
2
8.483973245
0.121
0.96457488
9


optimal_loci_130457_G
1017
3.30523
0
3407
43.55
2
8.483973245
0.299
0.964621425
9


optimal_loci_130540_G
1896
2.88584
6.28
8216
35.39
2
4.729089955
0.189
0.967960602
4


optimal_loci_130666_G
1039
0.954189
0
6839
37.43
1
1.42162878
0
0.971852198
3


optimal_loci_130675_G
1091
0.980203
0
15109
37.85
1
7.121792745
0.09
0.97251682
3


optimal_loci_130688_G
1548
0.689511
0
14142
36.75
2
5.391416695
0.12
0.97338084
4


optimal_loci_130752_G
1589
3.337613
19.45
2001
40.02
2
2.749075785
0.18
0.97672074
4


optimal_loci_130777_G
1419
4.221166
19.45
2197
40.87
4
4.109283093
0.273
0.977918768
5


optimal_loci_130785_G
1565
4.216929
0
3870
38.53
1
49.05459414
0.022
0.978418372
5


optimal_loci_130824_G
1768
3.621243
0
2002
35.63
3
0.013032351
0
0.980649805
6


optimal_loci_130840_G
1289
4.252115
32.2
3870
34.98
1
0.109826069
0.032
0.981699058
6


optimal_loci_130888_G
1668
4.245
0
11512
37.47
3
46.95041566
0.064
0.983582432
5


optimal_loci_130897_G
1039
4.245
0
2286
37.92
4
40.29911578
0.074
0.983657409
5


optimal_loci_130943_G
1216
1.97504
23.93
16097
34.53
1
12.19515724
0.136
0.986838035
4


optimal_loci_130967_G
1168
2.688817
0
2122
41.6
5
10.20076422
0.188
0.987676097
3


optimal_loci_131035_G
1716
0.581406
0
1001
37.93
3
2.595131653
0.201
0.991102903
2


optimal_loci_131332_G
1052
0.681654
30.51
5120
39.73
1
2.346964998
0.133
0.995176258
2


optimal_loci_131346_G
1366
1.164085
3.51
11860
41.72
2
1.91475527
0.247
0.994325204
2


optimal_loci_131459_G
2036
1.762211
0
1001
41.4
4
3.346704666
0.132
0.987952469
1


optimal_loci_131605_G
1796
2.300563
22.61
2001
45.71
2
6.41424284
0.391
0.981183333
5


optimal_loci_131609_G
1058
2.667337
0
3377
26.55
2
6.41424284
0.116
0.981009972
5


optimal_loci_131623_G
1507
3.520287
6.5
3547
42.4
5
1.834819545
0.264
0.980642232
5


optimal_loci_131632_G
1544
4.683605
0
3617
40.34
6
1.640764931
0.234
0.980366401
5


optimal_loci_131696_G
1035
6.503542
0
5276
42.41
2
3.320696549
0.175
0.97648641
7


optimal_loci_131802_G
1543
9.046044
12.77
1609
37.58
2
2.431915449
0.156
0.972239867
10


optimal_loci_131819_G
1104
8.844509
4.98
6426
38.4
2
2.431915449
0.159
0.972050389
10


optimal_loci_131858_G
1291
8.614337
0
15970
37.95
1
53.29644046
0.141
0.971218262
12


optimal_loci_131859_G
2442
8.614337
0
13184
34.43
1
53.29644046
0.1
0.971191804
12


optimal_loci_131861_G
1775
8.614337
6.76
9270
37.74
1
53.29644046
0.223
0.971154634
12


optimal_loci_131865_G
1339
8.614337
0
5261
39.43
1
53.29644046
0.159
0.971116562
12


optimal_loci_131868_G
1154
8.614337
12.48
2242
38.38
1
53.29644046
0.375
0.971087892
12


optimal_loci_131891_G
1978
7.689007
0
2686
41.75
1
179.8552479
0.259
0.970411814
13


optimal_loci_131984_G
1266
9.537879
27.01
2001
36.25
4
16.30825007
0.194
0.968851244
14


optimal_loci_132051_G
1133
5.396735
0
2001
41.21
7
7.100519233
0.335
0.967042308
12


optimal_loci_132052_G
1654
5.396735
21.4
1641
44.61
7
7.100519233
0.298
0.967024824
12


optimal_loci_132055_G
2593
5.670676
0
2716
35.55
1
3.172548861
0.151
0.966648585
12


optimal_loci_132069_G
1130
4.384593
21.59
6596
41.32
4
3.894387945
0.147
0.965982232
7


optimal_loci_132101_G
1314
4.213742
5.02
3027
47.71
3
8.628767514
0.36
0.964476021
9


optimal_loci_132203_G
1261
4.058497
0
5952
41.47
4
6.776792005
0.236
0.960151339
5


optimal_loci_132208_G
1782
4.058497
0
1001
35.4
3
0.232544505
0.152
0.960080237
5


optimal_loci_132212_G
1290
4.058497
14.65
2001
38.52
2
0.348816757
0.298
0.960017531
5


optimal_loci_132256_G
1027
4.894376
0
1749
38.26
3
17.09145572
0.105
0.957424245
11


optimal_loci_132358_G
1241
5.449586
16.6
2661
41.01
3
0.034827694
0.199
0.955049791
11


optimal_loci_132378_G
1082
5.204372
0
4181
41.49
3
11.61513894
0.184
0.954483533
11


optimal_loci_132401_G
1167
5.204372
0
9908
38.56
6
0.012608178
0.148
0.954207113
11


optimal_loci_132417_G
1141
5.204372
23.58
1956
46.71
6
2.982767441
0.506
0.954043476
11


optimal_loci_132435_G
1377
5.178467
0
2423
40.95
4
33.42151784
0.196
0.953683333
11


optimal_loci_132449_G
1093
4.822236
0
4066
36.32
2
6.690642573
0.273
0.953430009
11


optimal_loci_132451_G
1787
4.822236
19.36
1254
39.95
2
6.690642573
0.327
0.953403305
11


optimal_loci_132475_G
1076
5.600031
0
2960
41.91
4
11.97902888
0.296
0.952545214
12


optimal_loci_132477_G
1016
5.600031
0
2593
40.05
4
11.97902888
0.309
0.95252528
12


optimal_loci_132478_G
1430
5.600031
18.46
1001
41.11
4
11.97902888
0.316
0.952510161
12


optimal_loci_132563_G
1254
3.796758
21.61
2206
51.59
3
3.357133457
0.549
0.948571083
7


optimal_loci_132570_G
1097
3.796758
8.57
5545
39.38
4
1.690185295
0.124
0.948479734
7


optimal_loci_132647_G
1791
2.647782
0
17368
55.94
1
0.113760312
0.709
0.944504103
8


optimal_loci_132651_G
1022
2.568351
0
2919
40.7
2
1.474454921
0.209
0.944167369
8


optimal_loci_132677_G
1174
4.875804
16.61
3637
39.94
2
9.458449701
0.342
0.943476942
8


optimal_loci_132684_G
1133
4.875804
0
3694
35.3
5
4.007371632
0.198
0.943248623
8


optimal_loci_132688_G
1357
4.875804
0
2071
37.73
4
0.741245399
0.195
0.943076011
8


optimal_loci_132738_G
1143
5.824278
2.45
6541
32.63
1
0.908315347
0.089
0.941370703
14


optimal_loci_132781_G
1042
4.966134
0
5054
38.57
4
7.068621726
0.226
0.938943495
13


optimal_loci_132782_G
1409
4.966134
0
6208
37.82
3
6.65251045
0.366
0.93892905
13


optimal_loci_132816_G
1279
4.649727
0
6655
37.13
1
11.46963483
0.198
0.938035888
12


optimal_loci_132819_G
2579
4.649727
0
2001
36.87
1
11.46963483
0.156
0.93799169
13


optimal_loci_132822_G
1185
4.649727
0
4836
45.99
3
7.495686068
0.288
0.937838984
13


optimal_loci_132840_G
3019
5.051751
12.39
1665
34.84
2
48.34091575
0.083
0.93702359
13


optimal_loci_132843_G
2140
4.40511
0
12864
39.62
1
40.13881237
0.163
0.936925584
13


optimal_loci_132845_G
1916
4.40511
0
15959
33.55
1
40.13881237
0.134
0.936898319
13


optimal_loci_132901_G
1297
2.597625
33.77
2577
36.08
4
2.209162043
0.148
0.935086258
13


optimal_loci_132947_G
2043
2.703185
4.36
1793
40.23
3
6.83394289
0.15
0.933404292
12


optimal_loci_132948_G
1066
2.703185
8.35
2001
39.3
3
6.83394289
0.073
0.933393466
12


optimal_loci_132949_G
1076
2.703185
15.43
5107
39.4
2
4.674219817
0.188
0.933237654
11


optimal_loci_133080_G
1730
2.384243
0
5846
33
1
11.43464048
0.158
0.930616904
6


optimal_loci_133102_G
1045
1.932006
8.8
10970
33.77
1
0.060692001
0.246
0.929247075
5


optimal_loci_133408_G
2331
3.94605
0
11438
42.81
1
20.61300748
0.348
0.908394055
6


optimal_loci_133439_G
1066
4.660472
34.9
2001
32.73
4
10.51363413
0.099
0.907407445
6


optimal_loci_133450_G
1095
4.863953
7.49
1203
40
1
6.669761224
0.386
0.906363362
7


optimal_loci_133462_G
1034
4.863953
0
16724
33.26
1
35.28135119
0
0.905856192
7


optimal_loci_133490_G
1484
4.989573
0
12973
45.82
2
1.070836912
0.382
0.904971852
7


optimal_loci_133502_G
1169
4.989573
19.85
6717
34.3
2
2.702637536
0.226
0.904578044
7


optimal_loci_133576_G
1206
5.905701
23.55
1401
34.41
2
0.058410659
0.174
0.901737635
8


optimal_loci_133658_G
1505
6.123902
0
7523
43.78
3
2.634035529
0.417
0.898925366
4


optimal_loci_133662_G
1433
6.123902
0
3678
45.35
3
2.634035529
0.287
0.898888851
4


optimal_loci_133665_G
1040
6.123902
0
1146
38.55
3
2.634035529
0.012
0.898809449
4


optimal_loci_133801_G
1296
3.446106
30.48
2726
39.89
1
1.158079822
0.163
0.893054435
3


optimal_loci_133810_G
1386
3.39408
0
6713
34.92
1
1.158079822
0.117
0.892924777
3


optimal_loci_133813_G
1370
3.325638
0
8742
53.21
1
1.158079822
0.63
0.89290566
3


optimal_loci_133945_G
1173
2.064251
27.37
3519
36.31
1
10.55535901
0.235
0.887623542
4


optimal_loci_133947_G
1042
2.064251
0
6916
42.51
1
10.55535901
0.203
0.887592526
4


optimal_loci_134004_G
1475
1.373921
29.36
10211
45.69
1
11.38830358
0.278
0.88535151
4


optimal_loci_134039_G
2042
0.919536
1.37
3661
33.93
2
5.150542023
0.111
0.884016059
4


optimal_loci_134273_G
1707
1.07218
4.63
18546
52.78
1
230.8263123
0.462
0.872563827
1


optimal_loci_134374_G
2160
3.510306
0
7204
36.52
1
0.716779285
0.169
0.866766059
3


optimal_loci_134377_G
1100
3.510306
0
3513
49.27
1
0.716779285
0.512
0.866731007
3


optimal_loci_134378_G
1211
3.510306
8.18
2152
31.46
1
0.716779285
0.223
0.866718082
3


optimal_loci_134539_G
1316
2.546136
0
9499
47.26
1
14.54958954
0.508
0.860429801
2


optimal_loci_134544_G
1144
2.546136
0
13453
39.68
2
9.699946831
0.149
0.860312545
2


optimal_loci_134810_G
2012
1.172884
17.15
4755
37.72
1
10.93901172
0.178
0.8496785
5


optimal_loci_134830_G
1165
1.514368
32.27
13719
40.08
1
9.085555896
0.163
0.848414217
6


optimal_loci_134853_G
1065
1.506985
0
2001
40.09
1
23.69184809
0.199
0.846835337
6


optimal_loci_134861_G
1662
1.506985
0
2033
46.38
2
9.842418425
0.587
0.846459117
6


optimal_loci_134885_G
1769
0.984704
0
7775
41.66
2
0.037166867
0.318
0.845093808
7


optimal_loci_134904_G
1052
0.701252
13.21
1352
43.15
1
2.128590795
0.258
0.844455518
6


optimal_loci_134993_G
2852
1.274329
0
5088
39.97
1
13.23284359
0.136
0.840449791
3


optimal_loci_135093_G
1328
1.841197
19.05
5894
41.26
1
1.142547466
0.309
0.835049962
1


optimal_loci_135280_G
1224
1.959903
9.64
15471
46.48
1
33.76928983
0.36
0.828997987
1


optimal_loci_135413_G
1507
1.634493
17.52
1783
34.7
4
45.19078194
0
0.823630674
2


optimal_loci_135476_G
1049
1.351397
8.67
23522
42.99
1
2.10902829
0.349
0.82015585
3


optimal_loci_135533_G
1267
1.008605
0
3204
38.75
1
14.56143021
0.181
0.818444986
2


optimal_loci_135655_G
2802
0.035436
23.95
2714
38.57
1
0.433546484
0.271
0.811396201
2


optimal_loci_135697_G
1249
0.617158
0
3152
56.84
1
10.04144049
0.44
0.808382764
2


optimal_loci_135845_G
1426
2.605959
0
3886
36.46
2
1.456574293
0.206
0.797465024
1


optimal_loci_136086_G
3484
0.658666
0
4381
34.98
2
25.70024146
0.057
0.785992507
4


optimal_loci_136109_G
1509
0.234225
0
1306
32.8
1
3.385430756
0.117
0.785116657
4


optimal_loci_136110_G
1009
0.234225
27.25
3701
35.18
1
3.385430756
0.099
0.785098661
4


optimal_loci_136152_G
1281
0.011706
0
19586
26.85
1
3.75573775
0.121
0.782877388
8


optimal_loci_136219_G
1932
0.012393
0
7544
36.95
1
0.777821556
0.167
0.780065774
8


optimal_loci_136225_G
1026
0.012393
30.02
3661
58.67
1
0.777821556
0.542
0.780028898
8


optimal_loci_136231_G
2154
0.012393
25.95
2015
42.47
3
1.337413504
0.181
0.779700532
8


optimal_loci_136247_G
1721
0.012393
8.37
10520
33.52
2
0.183149399
0.327
0.778116562
8


optimal_loci_136275_G
1313
1.767127
0
14020
41.58
1
3.873442664
0.172
0.777686638
7


optimal_loci_136311_G
1169
1.767127
18.48
2002
34.64
1
22.92700678
0.242
0.775656211
7


optimal_loci_136318_G
1173
1.767127
38.7
16857
47.39
1
22.92700678
0.384
0.775322678
7


optimal_loci_136716_G
1296
0.348347
22.38
5770
32.56
3
26.21881803
0.079
0.756407028
2


optimal_loci_136760_G
1816
0.510529
28.19
10024
35.57
3
1.197206617
0.084
0.75304095
3


optimal_loci_136789_G
1232
0.470878
24.51
9811
36.28
2
17.74234503
0.046
0.751466078
3


optimal_loci_136871_G
1219
0.446287
36.83
8972
46.51
2
10.74722105
0.258
0.748208234
4


optimal_loci_136884_G
1508
0.509857
19.89
1693
32.75
3
4.658827832
0.125
0.746608215
3


optimal_loci_136909_G
1437
0.457924
0
10914
37.23
2
4.327523678
0.199
0.745392963
3


optimal_loci_137076_G
1284
0.134784
0
1001
58.33
3
1.0382422
0.679
0.734263875
1


optimal_loci_137250_G
1195
0.195893
33.72
16621
45.85
1
6.761215945
0.347
0.72637246
2


optimal_loci_137288_G
2578
0.405494
39.64
18645
33.51
1
6.37894121
0.148
0.724527047
2


optimal_loci_137489_G
1459
0.343124
2.26
6423
43.66
1
0.426015487
0.382
0.716051994
1


optimal_loci_137604_G
1145
1.266448
0
2595
44.89
1
2.464144614
0.113
0.711031567
3


optimal_loci_137606_G
1261
1.266448
27.68
6844
37.82
1
2.464144614
0.125
0.710922251
3


optimal_loci_137664_G
1051
1.041735
0
6312
45
2
31.88357623
0.246
0.706373599
8


optimal_loci_137693_G
3392
0.94655
20.99
4070
45.04
5
8.629299032
0.362
0.704441035
7


optimal_loci_137708_G
1334
0.940201
0
1001
41.97
1
76.63367966
0.428
0.703219193
7


optimal_loci_137709_G
1151
0.940201
0
2409
41.7
1
76.63367966
0.282
0.703207559
7


optimal_loci_137713_G
1555
0.940201
14.86
7082
44.95
2
38.31683983
0.335
0.703159345
7


optimal_loci_137731_G
1102
0.729266
3.45
2322
46.73
1
0.030060293
0.303
0.702280513
8


optimal_loci_137801_G
1297
0.54044
12.49
2738
43.4
1
11.01857171
0.357
0.700168746
7


optimal_loci_137845_G
2934
0.011394
14.96
10520
41.17
1
0.143540892
0.367
0.697700912
3


optimal_loci_138642_G
1122
1.235952
0
2835
44.38
6
5.135781045
0.475
0.649427645
4


optimal_loci_138653_G
1038
1.164067
0
1960
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2
19.45447632
0.24
0.648525973
4


optimal_loci_138689_G
1889
0.842614
5.77
11726
35.83
1
3.614165813
0.276
0.645912754
5


optimal_loci_138700_G
1054
0.842614
0
2150
43.45
2
14.17743424
0.496
0.645508405
5


optimal_loci_138738_G
1329
0.626999
35.13
1476
40.63
1
0.05550816
0.296
0.641698841
3


optimal_loci_138952_G
1460
0.905718
13.56
2732
37.26
2
5.767806748
0.241
0.630057702
3


optimal_loci_138985_G
2505
0.713022
13.41
7963
40.39
2
7.686015538
0.303
0.627165802
3


optimal_loci_138993_G
2682
0.243185
5.22
2030
42.35
2
48.53604192
0.227
0.62642528
3


optimal_loci_139322_G
1005
0.064994
0
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53.03
1
4.620770115
0.721
0.602548025
2


optimal_loci_139359_G
1307
0.182869
13.01
2192
36.34
2
9.918529513
0.058
0.599784406
2


optimal_loci_139485_G
1521
0.274608
0
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46.81
2
12.28282104
0.337
0.593487645
2


optimal_loci_139557_G
1348
0.336592
35.16
3450
40.43
3
0.7140649
0.262
0.590069877
4


optimal_loci_139634_G
1015
0.377667
6.4
10006
32.41
1
1.002314112
0.06
0.585901785
3


optimal_loci_139637_G
1109
0.377667
12.44
7666
46.25
2
3.725723076
0.482
0.585528414
3


optimal_loci_139762_G
1437
0.257628
14.2
3935
45.85
1
0.257102836
0.33
0.577357075
2


optimal_loci_139764_G
1022
0.257628
0
2001
56.65
1
0.257102836
0.753
0.577338708
2


optimal_loci_140389_G
1622
0.152955
26.14
3904
39.51
1
18.35359027
0.329
0.542590085
1


optimal_loci_141963_G
1372
0.146021
0
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54.44
1
2.742190676
0.415
0.453259639
2


optimal_loci_142025_G
1162
0.143765
0
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44.06
1
0.661259257
0.424
0.449860313
2


optimal_loci_142143_G
1122
0.137832
0
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33.68
2
1.308659786
0.052
0.444301643
1


optimal_loci_142744_G
1049
0.015546
36.03
9241
38.13
2
1.661991749
0.08
0.408116543
2


optimal_loci_142752_G
1298
0.015546
3.78
12044
45.91
2
1.661991749
0.268
0.407840579
2


optimal_loci_143055_G
2161
0.041782
38.87
11005
43.91
1
0.505949159
0.371
0.391110361
1


optimal_loci_143731_G
1584
0.087083
0
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41.72
1
176.4965014
0.27
0.350286372
4


optimal_loci_143777_G
1157
0.093783
0
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36.47
1
16.19311723
0.17
0.347074805
4


optimal_loci_143779_G
1602
0.093783
1.81
4441
38.51
2
8.6936098
0.134
0.346812688
4


optimal_loci_143784_G
1393
0.07254
0
2179
41.34
2
8.6936098
0.164
0.346682564
4


optimal_loci_143849_G
1081
0.034114
0
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39.68
1
0.176391887
0.157
0.340923932
1


optimal_loci_144083_G
1070
0.021655
32.9
2375
42.8
1
16.36436873
0.288
0.327185793
3


optimal_loci_144125_G
1439
0.02137
12.02
14642
35.02
2
2.190054031
0.236
0.325350997
3


optimal_loci_144167_G
1317
0.011559
0
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45.02
2
0.541360199
0.262
0.323751709
3


optimal_loci_145661_G
1467
0.210258
0
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40.35
2
5.844657868
0.141
0.225068794
2


optimal_loci_145696_G
1440
0.297337
37.64
10744
38.81
2
51.55152018
0.23
0.223418205
2


optimal_loci_145798_G
2392
0.404242
0
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32.94
2
0.03520484
0.105
0.217816686
4


optimal_loci_145828_G
1203
0.396736
20.95
6534
34.58
1
73.39037653
0
0.215933789
4


optimal_loci_145842_G
2094
0.396736
0
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48.18
1
5.106747491
0.383
0.214957892
4


optimal_loci_145861_G
1937
0.412409
9.71
1290
30.4
2
12.66657073
0.113
0.213916515
6


optimal_loci_145950_G
1192
0.068969
0
7607
50.75
2
177.6722775
0.51
0.209981282
3


optimal_loci_145958_G
1437
0.068969
35.21
16292
36.04
1
16.2263167
0.16
0.209719582
3


optimal_loci_151664_G
1035
0.21345
34.2
3421
32.94
2
1.005029473
0.051
0.143217494
1


optimal_loci_151807_G
2281
0.063399
0
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34.23
2
5.735885921
0.066
0.147018932
1


optimal_loci_152337_G
2390
0.055303
0
2945
51.79
1
19.87891117
0.398
0.17679303
1


optimal_loci_152901_G
2942
0.065307
11.32
1001
34.39
1
15.59616825
0.049
0.202099969
1


optimal_loci_153296_G
2531
0.053223
29.79
10845
35.32
1
9.111673717
0.115
0.220098063
1


optimal_loci_153894_G
1629
0.151554
4.54
2001
45.11
2
3.746844386
0.406
0.250267563
1


optimal_loci_154285_G
1532
1.59459
0
19929
45.62
1
8.060565028
0.258
0.270047837
3


optimal_loci_154390_G
2236
2.789566
31.17
2109
33
2
99.52481283
0.059
0.273125035
3


optimal_loci_154391_G
1241
2.789566
6.29
1001
52.37
2
99.52481283
0.433
0.273175
3


optimal_loci_154770_G
2124
0.357022
5.08
6560
45.15
2
4.740515565
0.465
0.29014841
3


optimal_loci_154805_G
1740
0.418893
5.06
2069
47.7
2
9.293132204
0.305
0.291914339
3


optimal_loci_154824_G
1209
0.637938
4.3
2038
29.36
1
6.318888299
0.067
0.292734212
3


optimal_loci_155031_G
1747
0.538084
0
11918
43.44
2
1.630830534
0.264
0.302063475
1


optimal_loci_155124_G
1454
0.451306
21.25
2001
35.69
2
0.219516141
0.089
0.306422193
5


optimal_loci_155133_G
2340
0.424573
9.7
7265
39.35
2
0.235678272
0.166
0.307007965
5


optimal_loci_155162_G
1647
0.317313
0
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36.18
1
0.071659859
0.162
0.307620559
5


optimal_loci_155217_G
1863
0.156958
1.61
1071
45.3
3
0.049135409
0.231
0.308849382
5


optimal_loci_155222_G
2404
0.156958
9.03
2793
36.27
3
0.049135409
0.323
0.308930786
5


optimal_loci_155801_G
1349
0.739224
0
2001
45.14
1
41.54082346
0.359
0.334686217
4


optimal_loci_155807_G
1125
0.739224
20.09
5680
34.84
1
41.54082346
0.213
0.334713394
4


optimal_loci_155814_G
1227
1.038125
0
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32.68
2
15.51638267
0.177
0.335498511
4


optimal_loci_155853_G
1887
1.552126
8.27
7313
51.93
5
6.127509621
0.481
0.337080261
7


optimal_loci_155922_G
1155
2.297014
0
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41.64
1
0.282451138
0.264
0.339599225
5


optimal_loci_155924_G
1890
2.281794
6.46
1177
39.94
1
0.282451138
0.315
0.33964348
5


optimal_loci_155931_G
1217
2.273589
3.37
9350
48.23
1
0.282451138
0.38
0.339703854
5


optimal_loci_156007_G
1096
1.513409
0
11635
40.05
1
159.2008283
0.255
0.342343218
6


optimal_loci_156064_G
1328
1.381597
2.26
19141
49.92
1
0.067346206
0.275
0.344193913
4


optimal_loci_156071_G
1361
1.721654
0
1164
49.52
1
0.067346206
0.331
0.344364057
4


optimal_loci_156124_G
1267
1.847856
0
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48.53
1
0.032990699
0.47
0.346800287
7


optimal_loci_156176_G
1035
2.620604
2.71
12254
55.07
1
1.007896296
0.443
0.348335846
6


optimal_loci_156179_G
1139
2.620604
0
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59.43
1
1.007896296
0.683
0.348352393
6


optimal_loci_156188_G
1507
2.620604
0
2393
45.25
1
1.007896296
0.181
0.348405202
6


optimal_loci_156199_G
1408
1.239478
0
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39.41
1
5.26386293
0.168
0.348860439
6


optimal_loci_156281_G
1527
0.614596
22.53
4915
32.54
2
175.8580793
0.27
0.351221189
5


optimal_loci_156385_G
1179
3.194469
3.65
6984
43
2
6.143935836
0.126
0.355844316
3


optimal_loci_156388_G
1635
2.840069
4.77
12541
45.5
1
730.3712301
0.315
0.356022306
3


optimal_loci_156393_G
1370
2.83222
2.55
2001
53.94
1
730.3712301
0.687
0.35615451
4


optimal_loci_156503_G
1398
2.987021
13.95
2397
34.33
1
43.43608945
0.13
0.359759248
3


optimal_loci_156548_G
1697
2.337073
21.51
5315
52.2
2
22.87870804
0.401
0.361343051
3


optimal_loci_156598_G
1244
1.510861
0
17311
46.86
1
5.935958859
0.446
0.363549709
2


optimal_loci_156848_G
1478
1.679143
22.12
2001
38.97
3
0.203290027
0.308
0.371470196
3


optimal_loci_156884_G
1156
2.15672
14.45
1380
44.29
1
75.23696147
0.418
0.372141191
4


optimal_loci_156894_G
1642
2.306981
1.83
4382
50.97
3
0.63962081
0.36
0.372379679
4


optimal_loci_156994_G
1295
2.415503
0
1001
45.71
5
17.02422336
0.371
0.375788729
4


optimal_loci_157006_G
1583
2.634004
5.24
5836
43.01
2
12.30748277
0.356
0.376652273
3


optimal_loci_157055_G
1234
1.975672
0
5413
48.94
1
0.362676786
0.505
0.379500083
2


optimal_loci_157215_G
1227
2.043836
0
3223
54.36
3
15.98062835
0.596
0.384345544
3


optimal_loci_157280_G
1075
1.295428
0
11459
35.9
2
12.81653573
0.238
0.386873306
5


optimal_loci_157315_G
1275
0.83237
0
3507
43.76
1
0.340361374
0.434
0.388633724
3


optimal_loci_157316_G
1284
0.83237
0
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41.82
1
0.340361374
0.233
0.388725551
3


optimal_loci_157478_G
1213
0.990581
0
6384
62.07
1
5.992951922
0.714
0.395630293
3


optimal_loci_157544_G
1320
1.336437
18.11
2001
41.96
1
25.9526279
0.194
0.397513113
6


optimal_loci_157567_G
1640
1.651075
21.71
2692
49.93
3
0.965091509
0.514
0.398937934
6


optimal_loci_157594_G
1323
1.89211
0
12476
55.63
2
0.081871459
0.505
0.400003482
5


optimal_loci_157615_G
1420
1.919021
20.35
2001
48.59
3
0.054580972
0.315
0.40024104
5


optimal_loci_157634_G
1013
1.931987
9.67
9448
50.54
2
3.225659721
0.678
0.40074444
5


optimal_loci_157701_G
1055
1.0272
25.5
2191
30.42
5
68.59525017
0.233
0.405718382
2


optimal_loci_157716_G
1057
1.109799
0
5453
41.72
1
7.164009145
0.254
0.406738293
2


optimal_loci_157857_G
2626
1.689406
9.86
2001
45.43
1
16.01739839
0.198
0.412292564
2


optimal_loci_157922_G
1063
1.86511
11.76
1068
37.44
2
0.144637597
0.211
0.415492584
2


optimal_loci_157993_G
1138
2.199724
12.21
1811
48.76
2
0.109739655
0.413
0.419317129
1


optimal_loci_158063_G
1594
0.918346
5.21
2001
51.06
2
8.980367734
0.49
0.423267747
2


optimal_loci_158084_G
1597
0.45362
5.64
1368
40.95
6
4.428149977
0.16
0.42509809
3


optimal_loci_158148_G
1093
2.177851
17.2
1081
48.12
4
1.171394018
0.536
0.428407541
3


optimal_loci_158162_G
1574
2.177851
20.08
14311
50.38
2
0.271226807
0.617
0.429114836
2


optimal_loci_158474_G
1513
1.021396
0
4691
54.32
3
14.90921109
0.488
0.439738629
4


optimal_loci_158487_G
1401
1.021396
0
1296
37.4
2
48.96717145
0.087
0.440221618
4


optimal_loci_158515_G
1196
1.548322
32.02
7337
49.33
2
10.6659207
0.41
0.44130833
4


optimal_loci_158526_G
1177
1.424397
0
2001
41.71
3
4.910850869
0.2
0.442317353
4


optimal_loci_158719_G
1047
0.671147
0
2618
52.62
3
16.9413519
0.64
0.448839509
6


optimal_loci_158723_G
1945
0.662613
1.54
2617
58.92
4
7.026340292
0.558
0.449171028
7


optimal_loci_158724_G
1085
0.662613
0
1499
48.01
4
7.026340292
0.223
0.44918564
7


optimal_loci_158740_G
1134
0.876159
17.9
10651
46.29
4
9.86603085
0.347
0.450026055
7


optimal_loci_158784_G
1052
0.876159
11.69
1001
36.59
2
9.982021438
0.137
0.451438355
7


optimal_loci_158803_G
1348
0.792225
31.9
6054
43.99
2
0.073816706
0.227
0.452063655
7


optimal_loci_158825_G
1193
0.807754
0
2936
46.26
2
1.243561829
0.159
0.452811349
6


optimal_loci_159036_G
1036
0.569473
38.8
2544
44.3
2
1.996722854
0.158
0.467695451
1


optimal_loci_159103_G
1069
0.841423
15.34
1001
38.63
4
87.1609349
0.263
0.471826363
2


optimal_loci_159105_G
1711
0.86576
26.01
1001
34.07
3
0.77323855
0.11
0.472188361
2


optimal_loci_159200_G
1122
2.333163
0
1001
44.29
5
2.987708248
0.272
0.478017692
4


optimal_loci_159206_G
1042
1.927979
0
2001
41.93
2
42.12625663
0.269
0.478842994
4


optimal_loci_159220_G
1467
1.823043
39.47
8347
45.67
1
3.223119473
0.413
0.479786414
4


optimal_loci_159235_G
1325
1.827713
0
1001
38.64
1
4.321815338
0.185
0.480362095
4


optimal_loci_159308_G
1157
3.302544
0
1001
45.28
4
3.076852788
0.408
0.484554592
3


optimal_loci_159350_G
1157
3.639672
0
2001
50.38
3
4.309154299
0.436
0.486153775
3


optimal_loci_159391_G
1460
2.312772
4.32
11415
55.41
1
0.029593301
0.68
0.487701515
8


optimal_loci_159501_G
1259
2.064171
0
3064
38.84
2
0.243662702
0.102
0.490120829
8


optimal_loci_159519_G
1457
2.294056
16.82
6820
32.6
1
10.14659406
0.158
0.490597946
8


optimal_loci_159522_G
1258
2.294056
0
4543
47.37
1
10.14659406
0.301
0.490616236
8


optimal_loci_159525_G
1070
2.294056
15.61
2527
56.16
1
10.14659406
0.554
0.490632517
8


optimal_loci_159527_G
1186
2.294056
19.06
1001
39.46
1
10.14659406
0.181
0.490642933
8


optimal_loci_159603_G
1741
3.307841
4.94
6281
56.97
2
94.16707403
0.64
0.492501103
7


optimal_loci_159605_G
2972
3.307841
3.47
8789
53.29
3
62.77804936
0.478
0.492519629
7


optimal_loci_159726_G
3112
2.233782
4.37
1001
38.07
4
46.03036734
0.216
0.49659703
2


optimal_loci_159795_G
2853
2.296878
3.54
2053
45.84
4
3.464231912
0.453
0.500061696
5


optimal_loci_159805_G
1019
2.022229
31.6
10844
39.35
1
11.44202609
0.064
0.500381677
4


optimal_loci_159834_G
1671
1.906596
0
1235
43.62
5
30.38708549
0.246
0.501636199
4


optimal_loci_159841_G
1180
1.906596
22.88
1992
36.27
5
3.26761272
0.183
0.501921521
4


optimal_loci_159954_G
1359
2.534425
0
1001
55.7
2
3.517643661
0.628
0.507800079
9


optimal_loci_159965_G
1900
2.820214
0
1919
45.63
2
29.21915684
0.336
0.508652454
11


optimal_loci_159987_G
1577
3.426591
18.45
4514
39.69
2
27.06442492
0.174
0.509881431
11


optimal_loci_159988_G
1574
3.426591
11.25
2654
58.57
2
27.06442492
0.462
0.509895193
11


optimal_loci_159993_G
1501
3.426591
39.84
1520
32.11
2
27.06442492
0
0.509997496
11


optimal_loci_160000_G
1317
3.517411
24.68
1001
55.73
2
1.220388089
0.361
0.510603294
11


optimal_loci_160006_G
1702
3.517411
0
10495
54.34
1
0.042519257
0.566
0.510917195
11


optimal_loci_160010_G
1030
3.650194
19.22
3350
60.19
1
0.042519257
0.594
0.510974939
11


optimal_loci_160011_G
1436
3.650194
0
1001
55.29
1
0.042519257
0.601
0.510989292
11


optimal_loci_160026_G
1384
1.150371
0
2585
50.86
1
2.820544473
0.567
0.511709935
10


optimal_loci_160028_G
1072
1.150371
18
1060
44.4
1
2.820544473
0.29
0.511723505
10


optimal_loci_160138_G
1880
0.027159
0
2737
39.94
1
1.778263358
0.205
0.516244176
1


optimal_loci_160231_G
1111
0.190415
0
7181
49.14
3
45.2119066
0.44
0.520112111
3


optimal_loci_160235_G
1418
0.186539
3.53
1527
37.16
1
8.46682769
0.169
0.520270857
3


optimal_loci_160237_G
2393
0.186539
3.34
3899
36.1
1
8.46682769
0.178
0.520288379
3


optimal_loci_160307_G
2995
2.964264
6.58
1087
56.62
1
28.69608577
0.668
0.524157504
4


optimal_loci_160318_G
1334
3.353737
0
1001
57.42
1
1.514985022
0.734
0.5246636
5


optimal_loci_160368_G
1098
4.177704
26.78
3498
43.16
2
5.950851156
0.324
0.52600811
6


optimal_loci_160371_G
2881
4.42764
0.97
2148
53.31
4
2.975425578
0.486
0.526121109
6


optimal_loci_160411_G
1238
3.00826
4.04
7804
57.51
2
1.068586984
0.642
0.528145788
6


optimal_loci_160436_G
1783
2.752382
0
4308
53.28
5
4.881364991
0.463
0.528439842
5


optimal_loci_160492_G
2160
1.450894
4.58
18815
35.74
1
13.67604459
0.078
0.531731268
6


optimal_loci_160559_G
1233
2.345865
0
5329
44.84
1
6.457370756
0.464
0.533928146
11


optimal_loci_160563_G
1510
2.813928
0
2001
56.42
1
6.457370756
0.597
0.533950684
11


optimal_loci_160576_G
1337
3.027291
19.82
2501
33.8
3
1.990332386
0.154
0.534880629
11


optimal_loci_160592_G
1239
2.68722
0
1001
35.83
5
16.02394923
0.171
0.535496658
12


optimal_loci_160593_G
1293
2.68722
15.31
1654
42.53
4
17.35064969
0.178
0.535506837
12


optimal_loci_160604_G
2509
2.929963
0
1001
48.82
4
9.767080195
0.43
0.535965797
12


optimal_loci_160614_G
1944
2.991906
0
1001
50.72
4
6.817258411
0.409
0.536576463
12


optimal_loci_160623_G
1434
3.540848
3.7
4886
58.15
4
6.817258411
0.595
0.536669148
12


optimal_loci_160625_G
1069
3.540848
30.22
3664
40.78
4
6.817258411
0.018
0.536682023
12


optimal_loci_160644_G
1381
3.540848
25.34
1001
38.08
2
0.033915007
0.154
0.537200825
12


optimal_loci_160669_G
1210
3.754164
27.69
5654
40.99
1
3.182940752
0.182
0.539075039
9


optimal_loci_160672_G
1753
3.754164
10.55
1466
43.98
1
3.182940752
0.272
0.539101965
9


optimal_loci_160710_G
1692
2.183845
0
2273
62.47
4
34.27561849
0.618
0.543041916
6


optimal_loci_160711_G
1516
2.183845
0
3998
55.67
4
34.27561849
0.582
0.543054659
6


optimal_loci_160712_G
1594
2.183845
0
5527
51.5
4
34.27561849
0.341
0.543066825
6


optimal_loci_160713_G
1183
2.183845
16.4
4223
45.9
4
34.27561849
0.428
0.543079494
6


optimal_loci_160718_G
1972
2.183845
12.47
1488
54.76
4
59.63397575
0.65
0.543156422
6


optimal_loci_160772_G
1391
1.650504
0
1174
50.68
4
4.904679439
0.49
0.544410012
7


optimal_loci_160808_G
2128
0.91147
23.12
3542
51.87
4
7.352758847
0.649
0.547416036
4


optimal_loci_160840_G
1593
0.811049
0
3231
38.79
1
14.99049574
0.287
0.548672442
3


optimal_loci_160842_G
1033
0.811049
0
5552
47.04
1
14.99049574
0.524
0.548689587
3


optimal_loci_160936_G
1024
0.823861
0
2001
43.75
2
0.97932431
0.141
0.552482464
2


optimal_loci_160953_G
1528
0.963097
9.1
2130
54.31
1
43.40187262
0.677
0.553739778
2


optimal_loci_161049_G
1243
3.207586
0
1350
38.05
3
3.64846942
0.101
0.559042795
8


optimal_loci_161065_G
1471
3.207763
1.9
2866
54.04
2
40.19820982
0.618
0.559754839
9


optimal_loci_161067_G
3499
3.207763
1.4
2459
49.58
3
27.633754
0.412
0.559776151
9


optimal_loci_161072_G
1145
3.207763
0
3077
47.16
2
31.4350188
0.365
0.559883594
9


optimal_loci_161085_G
2418
3.525489
3.39
8080
41.77
1
5.344784515
0.208
0.560648426
9


optimal_loci_161093_G
1050
3.631991
0
6787
44.47
1
23.06979845
0.289
0.561028907
9


optimal_loci_161094_G
1938
3.631991
4.18
1001
43.8
1
23.06979845
0.312
0.561065088
9


optimal_loci_161102_G
2235
2.847941
24.38
1426
37.8
2
7.019224312
0.177
0.562048058
9


optimal_loci_161119_G
1935
2.74326
8.89
2219
53.95
2
2.89304656
0.47
0.56281874
9


optimal_loci_161183_G
1235
0.310824
6.4
1130
48.5
2
33.49926354
0.542
0.566151623
3


optimal_loci_161223_G
1112
0.43137
0
3219
40.1
1
16.74368512
0.09
0.56896139
2


optimal_loci_161340_G
1056
0.037195
17.14
9311
35.98
3
10.19776346
0.129
0.574936909
2


optimal_loci_161342_G
1621
0.037195
0
6563
42.81
2
15.29664518
0.309
0.574954409
2


optimal_loci_161510_G
1046
1.90431
7.84
6339
45.79
2
2.619220665
0.233
0.584289618
5


optimal_loci_161527_G
1010
2.224456
8.22
2749
44.85
2
1.264396105
0.364
0.585153059
5


optimal_loci_161541_G
1131
2.224456
19.1
2429
37.93
1
0.104734184
0.324
0.585280654
5


optimal_loci_161570_G
1177
2.792477
20.05
8194
49.87
1
40.27829374
0.434
0.586021257
5


optimal_loci_161613_G
1330
2.566963
9.47
3539
49.32
2
1.649782421
0.467
0.587620979
6


optimal_loci_161722_G
1035
2.047858
0
1484
45.02
3
12.51537145
0.258
0.590602804
2


optimal_loci_161875_G
1019
0.01286
10.6
2001
48.18
4
4.399801337
0.338
0.597968913
1


optimal_loci_161989_G
1034
0.997205
33.27
1762
44.39
1
18.80170859
0.255
0.601976868
2


optimal_loci_162024_G
1608
0.818656
0
2633
40.42
2
54.82025997
0.287
0.604106443
2


optimal_loci_162129_G
1078
0.457003
0
2001
41.92
3
0.262012516
0.121
0.607861055
3


optimal_loci_162150_G
1136
0.451688
27.73
1516
39.7
1
0.046150691
0.173
0.608810045
3


optimal_loci_162197_G
1191
0.866178
38.71
2001
33.5
2
1.926875242
0.089
0.609998372
6


optimal_loci_162305_G
1756
1.29254
0
2012
43.9
1
1.102782913
0.271
0.613189129
6


optimal_loci_162326_G
2248
0.530107
0
18709
49.11
1
45.50407826
0.426
0.613341544
6


optimal_loci_162350_G
1139
0.530107
18.53
14471
41.43
2
22.77836057
0.398
0.613662183
6


optimal_loci_162354_G
2053
0.525217
16.03
5364
40.18
1
0.05264289
0.199
0.613722705
5


optimal_loci_162355_G
1392
0.525217
0
3867
33.54
1
0.05264289
0.095
0.613738646
5


optimal_loci_162512_G
1590
1.084973
0
1001
40.94
1
3.602782711
0.107
0.618374509
5


optimal_loci_162531_G
2349
0.448169
1.66
4371
49.72
1
0.032388318
0.568
0.619005799
7


optimal_loci_162532_G
1849
0.448169
0
2057
57.49
1
0.032388318
0.688
0.619026586
7


optimal_loci_162534_G
1087
0.549911
0
2001
38.82
1
0.032388318
0.04
0.619087329
7


optimal_loci_162551_G
1257
0.661831
2.31
1001
40.33
1
362.2877937
0.205
0.620129239
7


optimal_loci_162628_G
1313
1.133579
18.66
1488
49.96
2
0.291461491
0.386
0.622517675
7


optimal_loci_162630_G
1047
1.133579
0
2155
41.92
2
0.291461491
0.182
0.622592594
7


optimal_loci_162689_G
1228
2.48251
35.59
3252
34.28
1
0.301715917
0.107
0.624333828
6


optimal_loci_162728_G
1247
0.376962
23.82
10295
36.32
1
15.15218947
0.263
0.626800921
4


optimal_loci_162732_G
1820
0.376962
5.44
4067
34.28
2
7.883141785
0.05
0.626842694
4


optimal_loci_162738_G
1019
0.376962
16.68
2089
40.13
2
7.883141785
0.238
0.62699197
4


optimal_loci_162852_G
1026
0.204277
15.01
19158
38.59
1
0.249383602
0
0.631011324
2


optimal_loci_162954_G
1089
0.829554
3.95
2544
49.49
2
9.781407343
0.31
0.634230543
2


optimal_loci_163451_G
1164
0.015973
33.08
2054
35.91
2
1.988662431
0.005
0.650932098
1


optimal_loci_163651_G
2250
0.599673
24.18
9012
38.13
3
1.843289657
0.158
0.658054895
3


optimal_loci_163696_G
1165
0.386578
0
2001
51.07
2
4.210173808
0.424
0.660710858
3


optimal_loci_163706_G
1334
0.386578
19.94
4098
35.15
2
4.210173808
0.02
0.660786848
3


optimal_loci_163976_G
1206
0.335795
11.86
3614
36.65
2
19.8464633
0.161
0.671000169
2


optimal_loci_163992_G
1426
0.330819
4.77
3220
56.8
4
13.29300851
0.52
0.6717933
2


optimal_loci_164095_G
1542
0.378785
27.17
3970
58.88
4
27.73507414
0.542
0.67690249
3


optimal_loci_164114_G
1309
0.333556
0
13872
43.77
2
0.976795369
0.314
0.677396878
3


optimal_loci_164120_G
2062
0.333556
0
2001
42.24
1
1.953590737
0.171
0.677479007
3


optimal_loci_164326_G
1164
0.17222
3.44
2695
49.74
3
3.835306388
0.505
0.68464286
6


optimal_loci_164332_G
1186
0.217975
16.44
2001
36.76
3
2.474502374
0.043
0.685142907
7


optimal_loci_164340_G
1029
0.422263
0
7342
40.91
2
0.054798356
0.167
0.685728051
7


optimal_loci_164350_G
1437
0.453152
0
8907
50.59
1
0.527503277
0.455
0.686147054
7


optimal_loci_164362_G
1216
0.453152
6.99
8354
52.79
1
0.527503277
0.572
0.686308726
7


optimal_loci_164397_G
1413
0.690691
0
2022
35.52
1
9.59346209
0.18
0.687619056
7


optimal_loci_164416_G
1046
0.964242
4.49
2113
38.71
2
0.787101057
0.263
0.68835649
7


optimal_loci_164520_G
1296
1.029211
12.73
14469
46.21
2
1.495529476
0.43
0.691634325
2


optimal_loci_164764_G
1058
0.712241
0
1001
38.56
2
0.198094272
0.052
0.699113011
3


optimal_loci_164808_G
1096
0.473764
0
1420
52.28
4
2.526621845
0.682
0.701953537
4


optimal_loci_164809_G
1482
0.473764
0
2549
50.74
4
2.526621845
0.42
0.701961877
4


optimal_loci_164837_G
1000
0.108697
0
2001
38.7
3
4.066967065
0
0.704594741
4


optimal_loci_164911_G
1298
0.124915
0
7535
50.3
1
4.005041913
0.464
0.707506219
5


optimal_loci_164987_G
1043
0.267355
0
3830
49.56
1
5.127011227
0.494
0.710027067
4


optimal_loci_164988_G
1194
0.267355
3.27
2454
48.49
1
5.127011227
0.555
0.710036116
4


optimal_loci_165002_G
1201
0.287991
0
3370
57.28
1
0.028122461
0.569
0.710439622
4


optimal_loci_165139_G
1122
0.410016
21.84
1254
46.7
1
0.572139301
0.434
0.715928584
3


optimal_loci_165190_G
1286
0.411852
3.97
5703
43.85
2
15.37339161
0.278
0.71744357
4


optimal_loci_165218_G
1725
0.406267
8.75
12381
42.14
1
9.583350479
0.288
0.719355178
4


optimal_loci_165234_G
1513
0.406267
2.18
2248
36.81
2
1.647941891
0.169
0.719884631
3


optimal_loci_165424_G
1175
0.056108
0
10535
39.57
1
8.710616417
0.242
0.728201562
2


optimal_loci_165433_G
1543
0.056108
12.57
11733
40.44
1
1.87260785
0.226
0.728350719
2


optimal_loci_166843_G
1658
0.141179
1.75
2676
39.92
1
0.360840151
0.216
0.778473408
1


optimal_loci_166977_G
2323
0.136665
5.77
3620
45.75
2
34.72362747
0.386
0.783942602
3


optimal_loci_166984_G
1493
0.146228
0
1137
32.21
3
9.369055455
0.075
0.784562945
3


optimal_loci_166986_G
1124
0.146228
0
2496
39.94
3
9.369055455
0.082
0.784580179
3


optimal_loci_167152_G
3110
0.135131
0.9
2154
40.25
2
0.844806515
0.188
0.792385222
1


optimal_loci_167587_G
1037
0.150391
0
4246
52.84
1
0.315433617
0.683
0.811799457
2


optimal_loci_167588_G
2080
0.150391
7.55
2068
39.08
1
0.315433617
0.12
0.811807841
2


optimal_loci_167667_G
1907
0.145303
5.14
8756
43.47
1
66.60938009
0.456
0.81623384
2


optimal_loci_167691_G
1090
0.145303
12.84
15880
52.29
1
78.78707302
0.441
0.816676246
2


optimal_loci_167826_G
1619
0.060404
25.2
6872
37.12
2
5.713214945
0.051
0.82352164
2


optimal_loci_167845_G
2163
0.025018
6.52
1001
33.88
2
2.056008849
0.153
0.824195331
2


optimal_loci_168190_G
1429
0.135928
15.75
12671
33.17
1
6.515082485
0.083
0.837436593
2


optimal_loci_168236_G
1375
0.469301
0
10464
43.49
1
2.870748422
0.368
0.840111038
3


optimal_loci_168286_G
3473
0.509046
15.2
1710
44.22
2
9.240645857
0.262
0.841281489
2


optimal_loci_168380_G
1021
0.773638
9.11
1594
39.66
1
41.18401497
0.21
0.845170522
2


optimal_loci_168431_G
1639
0.777011
13.97
2862
37.58
1
0.038119272
0.222
0.848347355
2


optimal_loci_168586_G
1071
0.768576
0
2099
37.72
1
0.882320723
0.121
0.854348418
1


optimal_loci_168819_G
1282
0.096599
17.32
18487
36.19
1
5.483459851
0.249
0.864056714
2


optimal_loci_168857_G
1131
0.041765
12.29
3362
40.14
2
0.311260143
0.285
0.865097368
2


optimal_loci_169233_G
1436
0.691439
3.41
8324
39.2
1
14.94355901
0.15
0.87789875
2


optimal_loci_169239_G
1665
0.690182
0
2042
36.63
1
14.94355901
0.204
0.877943464
2


optimal_loci_169812_G
1082
0.21463
0
7628
46.76
1
0.072716696
0.57
0.897174036
2


optimal_loci_169839_G
1026
0.24238
0
2001
32.45
1
5.757380565
0.121
0.89793895
2


optimal_loci_170176_G
1364
0.742024
0
4065
37.6
1
3.469902773
0.103
0.906726016
2


optimal_loci_170193_G
1112
0.772878
8.27
1718
50.44
3
6.174509951
0.426
0.907372007
3


optimal_loci_170300_G
2806
1.099277
2.39
2354
41.41
1
25.14178974
0.265
0.910834908
3


optimal_loci_170338_G
1528
1.291649
5.82
4136
42.53
1
47.46623562
0.306
0.913278465
3


optimal_loci_170410_G
1245
0.60126
10.2
15605
42.81
2
9.753958205
0.238
0.914847827
3


optimal_loci_170476_G
1688
0.372666
0
13084
40.52
1
4.269720418
0.223
0.917940427
3


optimal_loci_170547_G
1242
0.794721
0
1458
40.74
1
51.35023773
0.286
0.92112034
3


optimal_loci_170572_G
1120
1.10307
34.29
5851
36.25
2
0.015367738
0.1
0.922188858
2


optimal_loci_170646_G
1221
2.669682
0
12392
48.15
2
14.68999676
0.342
0.926281268
4


optimal_loci_170655_G
1309
2.675913
9.32
6899
52.55
2
14.68999676
0.412
0.926321195
4


optimal_loci_170668_G
2144
2.679722
7.93
5619
50.32
1
1.957520789
0.389
0.926441211
4


optimal_loci_170759_G
1501
2.408529
7.53
3822
41.63
2
51.84654518
0.133
0.929970366
4


optimal_loci_170952_G
1009
2.161414
3.77
1001
45.19
5
11.17513711
0.557
0.939009165
2


optimal_loci_171036_G
1360
0.808171
15.22
5007
43.01
2
198.0757641
0.217
0.942093181
2


optimal_loci_171119_G
1143
3.387746
21.87
2001
39.02
2
1.761221722
0.111
0.946285693
4


optimal_loci_171120_G
1890
3.387746
0
3327
39.62
2
1.761221722
0.124
0.94631106
4


optimal_loci_171141_G
1380
3.614118
0
3285
41.44
2
10.17076553
0.291
0.947370661
5


optimal_loci_171183_G
1062
4.810016
2.92
12249
46.04
3
70.31953957
0.406
0.948593013
5


optimal_loci_171244_G
2573
5.766052
12.09
1001
39.21
3
48.28404688
0.144
0.950080896
5


optimal_loci_171326_G
1937
4.456232
11.98
6542
38.61
1
30.23497514
0.187
0.952804996
4


optimal_loci_171355_G
1136
4.222203
9.51
1232
52.2
1
71.55095467
0.434
0.953418928
4


optimal_loci_171379_G
1801
2.762931
10.88
1001
52.91
2
7.886630372
0.477
0.954601338
3


optimal_loci_171577_G
1945
3.880572
1.69
1250
43.03
2
1.03906273
0.487
0.961106946
4


optimal_loci_171599_G
1468
4.512519
9.81
2493
34.4
2
12.00679257
0.062
0.962213913
4


optimal_loci_171615_G
1596
5.331916
0
3510
54.26
4
18.18279084
0.386
0.962537063
4


optimal_loci_171635_G
1271
5.544922
0
2704
32.65
1
13.03118814
0.124
0.963119777
4


optimal_loci_171803_G
1118
8.447715
8.68
7558
34.43
3
11.95295441
0.207
0.970393896
3


optimal_loci_171814_G
1081
9.801385
29.32
7823
40.14
1
7.946838901
0.166
0.971305426
3


optimal_loci_171855_G
1080
9.138135
13.24
6099
41.2
3
9.537407006
0.238
0.973858902
6


optimal_loci_171923_G
1349
4.945275
0
5089
59.82
1
132.686346
0.628
0.975191475
4


optimal_loci_171964_G
1527
3.321432
39.88
2001
33.52
3
8.958205043
0.089
0.977176457
6


optimal_loci_171965_G
1329
3.321432
0
3862
51.69
3
3.613063865
0.392
0.977190204
6


optimal_loci_171996_G
1013
3.700822
27.84
1001
37.8
1
0.155921951
0.227
0.980199419
6


optimal_loci_171997_G
1422
3.624098
11.46
4861
39.87
2
0.094544326
0.33
0.980256003
6


optimal_loci_172015_G
1182
11.223488
31.73
1862
35.44
3
10.94684869
0.035
0.981877702
5


optimal_loci_172034_G
1189
10.168608
0
8651
34.06
3
2.036237267
0
0.98345892
5


optimal_loci_172074_G
1170
9.773439
19.91
2064
35.29
3
7.898757532
0.213
0.985003927
4


optimal_loci_172112_G
1386
9.32077
28.64
15084
39.75
2
8.802834527
0.131
0.987261089
2


optimal_loci_172219_G
1000
3.067724
0
4936
47.1
1
24.08918624
0.516
0.99166625
1


optimal_loci_172493_G
1381
0.936547
0
12465
38.66
1
6.771211744
0.077
0.992873998
2


optimal_loci_172513_G
1224
0.843439
0
1001
38.88
9
14.0691662
0.037
0.990852903
4


optimal_loci_172554_G
1433
4.613844
26.52
3461
36.35
2
0.798344746
0.053
0.987955425
3


optimal_loci_172571_G
1165
5.09895
27.64
3157
33.9
3
26.98090145
0.071
0.987030371
4


optimal_loci_172640_G
1186
7.302241
36.76
3756
34.73
5
15.18607302
0.018
0.983019189
3


optimal_loci_172656_G
1065
9.779606
4.98
4629
35.68
4
3.322894587
0.09
0.981743021
5


optimal_loci_172761_G
1012
8.009054
0
2158
52.96
7
10.1759304
0.544
0.977934252
4


optimal_loci_172777_G
1983
6.635119
10.74
3643
58.44
4
3.211410773
0.526
0.977278495
5


optimal_loci_172794_G
1121
6.711555
0
1664
43.62
4
3.723336365
0.28
0.977105601
5


optimal_loci_172865_G
1867
4.240066
39.53
2256
51.68
3
5.618866336
0.682
0.972977322
5


optimal_loci_172937_G
1204
4.180058
0
15773
28.57
2
16.39890078
0.211
0.969066295
5


optimal_loci_172938_G
1938
4.347428
35.86
1001
43.08
1
11.47441612
0.393
0.968620098
5


optimal_loci_172953_G
1631
3.68488
25.87
2558
39.23
4
0.991771548
0.299
0.967527322
4


optimal_loci_172954_G
1452
3.68488
0
1001
36.22
4
0.991771548
0.085
0.967512102
4


optimal_loci_173048_G
1595
5.026511
0
5166
54.54
2
0.025738296
0.613
0.961069863
4


optimal_loci_173102_G
1115
6.99211
0
9440
41.25
2
0.219278982
0.427
0.95950132
5


optimal_loci_173125_G
1283
8.0016
20.97
4379
38.81
4
6.232105487
0.217
0.957975982
6


optimal_loci_173131_G
1053
8.0016
0
1227
41.88
4
8.201090107
0.395
0.957900587
6


optimal_loci_173187_G
1025
9.288736
4.59
11451
44.48
4
2.009885071
0.362
0.954714008
8


optimal_loci_173208_G
1195
8.702383
8.54
2001
40.66
4
3.481360161
0.33
0.953494829
7


optimal_loci_173220_G
1705
7.78034
0
6845
57
1
30.06807843
0.565
0.951994624
5


optimal_loci_173223_G
1403
7.78034
10.55
3353
63.15
3
10.36760993
0.702
0.951865044
5


optimal_loci_173224_G
1659
7.642499
3.19
5004
44.9
4
8.0924746
0.245
0.951846403
5


optimal_loci_173336_G
1001
4.716414
35.06
2001
28.47
3
10.86697229
0.123
0.946836628
6


optimal_loci_173344_G
2561
4.555051
0
1001
35.92
1
8.633121241
0.113
0.946296334
6


optimal_loci_173358_G
1169
4.26967
8.98
3317
48.75
3
1.266826834
0.407
0.945525611
6


optimal_loci_173359_G
1153
4.26967
10.58
2001
45.44
3
1.266826834
0.237
0.945512747
6


optimal_loci_173389_G
1631
4.169173
0
2001
48.31
5
16.05679597
0.448
0.94233566
8


optimal_loci_173396_G
1078
4.169173
0
4978
42.94
5
22.81032319
0.486
0.942154223
8


optimal_loci_173455_G
1500
9.542767
0
1194
56.33
2
38.30289916
0.433
0.938356491
6


optimal_loci_173460_G
1096
9.281892
0
3911
38.95
5
5.187400961
0.256
0.93803738
6


optimal_loci_173533_G
2227
8.328142
0
3485
51.81
1
20.63512061
0.49
0.935393187
5


optimal_loci_173534_G
1354
8.328142
0
2001
56.79
1
20.63512061
0.691
0.93537868
5


optimal_loci_173599_G
1330
8.902126
0
17267
42.25
1
0.098716948
0.3
0.932130332
4


optimal_loci_173630_G
1838
4.365135
0
2862
33.13
5
7.093432544
0.216
0.929130371
4


optimal_loci_173679_G
1007
5.643601
35.35
18538
48.36
2
29.04903289
0.504
0.925474457
3


optimal_loci_173693_G
1544
4.394413
31.67
8938
52.91
3
15.35790833
0.598
0.924837752
4


optimal_loci_173764_G
1239
1.667895
11.95
15249
34.38
1
9.762941606
0.068
0.920240811
3


optimal_loci_173819_G
1269
0.785834
27.58
6160
39.95
3
0.01231343
0.204
0.916790743
2


optimal_loci_173990_G
1026
2.205733
11.79
1010
42.98
6
4.231808535
0.468
0.905952366
4


optimal_loci_174019_G
1526
2.543313
0
3679
57.86
3
8.249718743
0.54
0.903966276
7


optimal_loci_174020_G
2444
2.543313
9.29
5239
47.62
3
8.249718743
0.481
0.903942053
7


optimal_loci_174030_G
1127
2.85226
0
12742
34.25
1
6.858289605
0.125
0.903343773
7


optimal_loci_174085_G
1398
3.180409
9.16
3891
39.41
2
15.76079263
0.217
0.900205924
6


optimal_loci_174086_G
2325
3.100295
23.05
1459
52.98
3
21.18592479
0.521
0.900182151
6


optimal_loci_174088_G
1610
3.100295
4.72
1991
47.14
3
21.18592479
0.278
0.9000813
6


optimal_loci_174335_G
1802
3.249346
14.1
2507
58.37
1
12.32519884
0.563
0.884762893
10


optimal_loci_174338_G
2896
3.249346
0
12730
54.86
2
9.021054725
0.613
0.884652268
10


optimal_loci_174363_G
1579
3.354855
0
2665
44.83
1
4.337847196
0.369
0.883881046
10


optimal_loci_174367_G
1537
3.354855
0
2930
44.37
2
7.460225928
0.253
0.883793255
10


optimal_loci_174368_G
1008
3.354855
10.52
4571
52.97
2
7.460225928
0.363
0.883782385
10


optimal_loci_174369_G
1230
3.354855
26.5
5641
43.9
2
7.460225928
0.257
0.883769756
10


optimal_loci_174374_G
1667
3.530538
0
8187
51.22
2
7.460225928
0.585
0.8837135
10


optimal_loci_174389_G
2947
3.530538
0
1614
57.38
3
4.719294392
0.601
0.883446061
10


optimal_loci_174393_G
1784
3.530538
38.51
1122
29.65
4
1.165581067
0.043
0.883112825
10


optimal_loci_174450_G
1374
2.154936
11.57
2666
35.44
3
28.07562488
0.079
0.879877185
12


optimal_loci_174499_G
1230
1.257761
32.76
2544
49.34
2
7.500636276
0.36
0.877595249
3


optimal_loci_174513_G
1090
1.046931
0
12556
45.59
2
31.39283305
0.481
0.876225836
3


optimal_loci_174619_G
1086
1.59009
0
2417
44.38
3
24.82963616
0.328
0.869982864
6


optimal_loci_174632_G
1528
1.564432
10.8
2001
42.6
4
2.550924287
0.218
0.868982502
12


optimal_loci_174637_G
1794
1.564432
27.48
1384
39.85
4
2.550924287
0.161
0.868950714
12


optimal_loci_174676_G
1026
1.505423
0
2001
33.23
2
19.136425
0.033
0.866620274
17


optimal_loci_174680_G
1262
1.529207
0
3096
54.35
3
12.75761667
0.564
0.866528504
17


optimal_loci_174689_G
1726
1.587219
2.14
3236
52.08
5
13.90560453
0.578
0.865695347
17


optimal_loci_174696_G
1128
1.583348
6.29
1001
55.85
2
3.435104614
0.539
0.865082111
16


optimal_loci_174697_G
1185
1.583348
0
2528
52.15
2
3.435104614
0.494
0.865066628
16


optimal_loci_174698_G
1540
1.579285
16.43
1001
42.14
2
3.435104614
0.146
0.8650461
16


optimal_loci_174706_G
1191
1.570061
0
6063
56.08
2
3.435104614
0.549
0.864937849
16


optimal_loci_174709_G
1608
1.570061
18.84
8617
57.15
2
3.435104614
0.552
0.864908807
16


optimal_loci_174710_G
1348
1.570061
0
10360
41.02
2
3.435104614
0.209
0.864894311
16


optimal_loci_174735_G
3035
1.896131
22.08
1303
34
2
1.567391595
0.257
0.86288608
15


optimal_loci_174736_G
2105
1.896131
29.93
3454
37.9
2
695.3427454
0.329
0.862612522
15


optimal_loci_174747_G
1234
1.900519
0
8111
47.32
4
349.1356463
0.453
0.862235689
15


optimal_loci_174758_G
1000
1.902684
0
1586
54.5
2
8.425775413
0.611
0.862074624
15


optimal_loci_174762_G
1215
1.963324
5.93
2448
45.02
1
1.83839782
0.372
0.8618265
15


optimal_loci_174826_G
1725
1.074627
0
4693
47.65
2
2.436101851
0.439
0.858112903
8


optimal_loci_174916_G
1583
0.725959
4.86
1001
50.91
3
13.55872976
0.471
0.854932776
5


optimal_loci_174917_G
2538
0.595785
0
1001
48.34
3
13.55872976
0.334
0.85481957
5


optimal_loci_174953_G
1039
0.095117
9.82
2849
43.4
1
63.21839708
0.267
0.852549971
7


optimal_loci_174960_G
1157
0.095117
0
18922
41.05
1
63.21839708
0.293
0.852391701
7


optimal_loci_175022_G
1213
1.347953
0
5150
53.42
4
4.303597179
0.387
0.84891783
5


optimal_loci_175039_G
1157
1.336406
14.52
2001
38.37
5
32.1127383
0.279
0.84793738
5


optimal_loci_175041_G
1412
1.336406
15.65
5849
38.59
5
32.1127383
0.394
0.847897273
5


optimal_loci_175177_G
1425
0.680801
6.46
2001
46.59
2
142.5083478
0.331
0.840383744
1


optimal_loci_175265_G
1179
0.76231
36.13
2001
41.05
2
0.006219986
0.24
0.835353861
3


optimal_loci_175269_G
1092
0.76231
0
3166
37.45
2
0.006219986
0.111
0.835317634
3


optimal_loci_175271_G
1165
0.76231
0
1001
63.94
2
0.006219986
0.759
0.835296471
3


optimal_loci_175491_G
1053
1.13738
0
10137
42.26
1
0.353034289
0.147
0.822013881
5


optimal_loci_175514_G
1145
1.1237
0
1001
38.07
3
0.045623407
0.195
0.820393675
6


optimal_loci_175543_G
1518
1.011455
2.96
8573
43.93
2
13.60633797
0.253
0.818606109
6


optimal_loci_175546_G
1586
1.005172
1.89
6497
48.29
2
2.457125117
0.329
0.818446725
6


optimal_loci_175582_G
1256
1.183873
19.19
1001
46.33
2
7.571264774
0.526
0.817166989
7


optimal_loci_175599_G
1086
1.244657
0
11784
39.5
1
176.1773509
0
0.816389765
6


optimal_loci_175636_G
1298
0.956283
13.64
1131
43.52
4
24.89053453
0.294
0.813007918
3


optimal_loci_175817_G
1205
0.551024
0
2001
33.77
3
30.38418682
0.178
0.80537741
3


optimal_loci_175820_G
1277
0.555395
11.75
5138
36.57
3
30.38418682
0.303
0.80534219
3


optimal_loci_175846_G
1723
0.795453
29.77
4787
38.07
1
28.46033469
0.244
0.803469589
3


optimal_loci_175995_G
1129
0.612412
0
1423
35.34
3
3.707452088
0.235
0.796574829
3


optimal_loci_176011_G
2269
0.388766
0
1224
44.2
3
5.015633461
0.392
0.795525455
3


optimal_loci_176023_G
1272
0.389206
0
2482
30.18
4
20.52662264
0
0.794919629
3


optimal_loci_176218_G
1860
0.27253
35.22
18233
40.32
1
1.139169813
0.124
0.784762033
2


optimal_loci_176247_G
2467
0.225186
0
2001
31.25
1
17.38817192
0.166
0.783988192
2


optimal_loci_176374_G
1465
0.421733
0
5147
42.45
2
17.33234536
0.438
0.778728778
3


optimal_loci_176403_G
1302
0.638094
2.46
11980
59.83
1
6.663940964
0.66
0.777358152
3


optimal_loci_176454_G
1473
0.663957
0
3225
41.81
4
7.511682107
0.336
0.775136207
4


optimal_loci_176562_G
1109
1.058175
0
6107
36.51
3
1.238357651
0.156
0.770517586
4


optimal_loci_176592_G
1218
0.729989
0
2049
40.31
1
0.156849718
0.175
0.769590782
3


optimal_loci_176656_G
1167
0.690767
29.99
3987
44.47
4
21.86422654
0.212
0.766521339
3


optimal_loci_176815_G
1130
0.012134
0
18449
42.83
1
17.31552686
0.178
0.758630518
2


optimal_loci_176826_G
1361
0.012631
31.52
1512
33.65
3
10.75716443
0.099
0.758258631
2


optimal_loci_177360_G
1258
0.107686
4.05
1756
42.84
1
22.11659613
0.204
0.728525797
6


optimal_loci_177364_G
2471
0.107686
18.7
6248
48.88
1
22.11659613
0.389
0.728470029
6


optimal_loci_177462_G
1171
0.111411
2.48
6732
38.85
1
7.098794566
0.119
0.725121251
6


optimal_loci_177464_G
1276
0.111411
0
11115
41.14
1
7.098794566
0.255
0.72507738
6


optimal_loci_177465_G
2482
0.111411
6.73
12424
60.95
1
7.098794566
0.715
0.725052796
6


optimal_loci_177471_G
1035
0.115991
0
3780
30.91
3
15.88263972
0.053
0.724427038
7


optimal_loci_177554_G
1125
0.115496
6.13
11543
41.51
1
13.35447792
0.045
0.720153304
7


optimal_loci_177564_G
1477
0.107595
20.92
14624
36.15
1
22.63768656
0.202
0.719479365
6


optimal_loci_177641_G
1345
0.072773
11.6
1871
39.62
1
7.379036728
0.275
0.716006305
6


optimal_loci_177647_G
1013
0.072773
0
8251
42.94
1
7.379036728
0.223
0.715882297
6


optimal_loci_177648_G
1145
0.072773
14.41
9307
40.34
1
7.379036728
0.325
0.715870684
6


optimal_loci_177649_G
1283
0.072773
0
10485
40.29
1
7.379036728
0.143
0.71585782
6


optimal_loci_178120_G
1112
0.29798
32.1
13207
31.29
1
0.733778415
0.126
0.691499492
6


optimal_loci_178129_G
1208
0.280192
5.71
12859
46.27
2
42.18723981
0.239
0.690809521
6


optimal_loci_178170_G
1882
0.226911
15.3
4710
44.42
1
24.83013804
0.411
0.688810147
7


optimal_loci_178172_G
1005
0.217121
18.21
6924
38.9
1
24.83013804
0.085
0.688797077
7


optimal_loci_178199_G
1486
0.215407
0
3026
44.07
2
16.19483704
0.392
0.688387654
7


optimal_loci_178230_G
1131
0.209494
35.63
2993
34.74
1
1.141237502
0.235
0.687644858
7


optimal_loci_178298_G
1053
0.175451
0
1362
41.88
2
2.082857241
0.257
0.684745396
6


optimal_loci_178311_G
1036
0.195858
0
25590
50.28
1
4.858256996
0.575
0.682647654
3


optimal_loci_178388_G
1373
0.250388
23.16
2655
40.71
2
5.124616433
0.106
0.678675934
2


optimal_loci_178513_G
1121
0.326429
18.02
12880
43.8
1
0.380599041
0.593
0.671931896
1


optimal_loci_178978_G
1250
1.327903
9.92
4654
53.36
1
0.531750712
0.761
0.650268231
1


optimal_loci_179377_G
1056
0.012112
0
1001
40.24
2
32.7910287
0.17
0.629290841
2


optimal_loci_179383_G
1248
0.012112
0
11977
37.17
2
32.7910287
0.052
0.629030567
2


optimal_loci_179499_G
1591
0.020752
7.17
1810
38.96
1
26.48594165
0.261
0.623821153
1


optimal_loci_179635_G
1415
0.021961
0
1001
42.61
1
47.02240083
0.064
0.614327067
2


optimal_loci_179731_G
1228
0.022316
31.51
2625
29.8
2
0.947874871
0.166
0.609543822
3


optimal_loci_179775_G
1020
0.023427
0
3443
36.27
1
28.00873719
0
0.60669173
2


optimal_loci_179884_G
2028
0.022752
4.24
8015
34.02
3
0.013307576
0.209
0.599767889
1


optimal_loci_179978_G
1309
0.013432
0
2001
40.18
1
18.44632713
0.279
0.593821359
3


optimal_loci_179997_G
1021
0.023001
3.13
2749
38.58
1
2.718160805
0.142
0.591467107
5


optimal_loci_179998_G
1260
0.021238
10.16
13897
46.9
1
27.30605067
0.404
0.591277058
6


optimal_loci_180080_G
1192
0.010634
0
1755
44.29
1
0.040195564
0.33
0.587182141
5


optimal_loci_180081_G
1230
0.010634
0
3076
59.02
1
0.040195564
0.666
0.587168856
5


optimal_loci_180086_G
2780
0.012352
8.13
2081
56.33
2
26.12993987
0.627
0.586531769
4


optimal_loci_180179_G
3100
0.485886
0
18345
58.45
1
19.45980698
0.615
0.581158739
2


optimal_loci_180190_G
1639
0.485886
2.99
2001
38.49
1
19.45980698
0.141
0.580998974
2


optimal_loci_180774_G
1544
0.139227
8.55
2679
38.4
2
2.463830844
0.092
0.542831808
1


optimal_loci_180888_G
1091
0.121812
0
3249
42.89
1
214.418926
0.15
0.534940616
1


optimal_loci_181036_G
1870
0.156667
38.29
4395
35.77
1
29.66248883
0.118
0.527326696
2


optimal_loci_181114_G
1726
0.121119
0
2382
45.3
1
0.79586752
0.366
0.522642659
3


optimal_loci_181147_G
2292
0.115107
0
2001
52.83
1
0.326483438
0.486
0.519466598
2


optimal_loci_181259_G
1451
0.032512
0
3961
56.71
2
1.082034062
0.58
0.512834653
1


optimal_loci_181590_G
1189
0.163615
13.54
6926
43.98
1
195.7226469
0.22
0.493042962
2


optimal_loci_181591_G
1178
0.176009
0
5640
41.08
1
195.7226469
0.178
0.493030391
2


optimal_loci_181751_G
1006
0.234684
0
2689
45.82
2
8.262507091
0.52
0.48182696
2


optimal_loci_181810_G
2534
0.178362
7.42
2122
49.92
1
34.17474517
0.446
0.477969384
4


optimal_loci_181825_G
1752
0.121903
0
1449
34.18
2
0.176909489
0.09
0.47681913
3


optimal_loci_181873_G
1118
0.040227
0
2001
49.1
1
20.11741708
0.518
0.47307522
4


optimal_loci_181916_G
1521
0.028369
5.52
6459
60.02
2
66.30038607
0.723
0.470308074
3


optimal_loci_181950_G
1473
0.027454
30.55
3476
35.91
2
0.457529484
0.153
0.467414457
2


optimal_loci_182110_G
2762
0.025639
0
15773
35.11
1
6.110706755
0.078
0.46041697
1


optimal_loci_182673_G
1011
0.163782
10.88
19813
48.66
1
4.313974662
0.491
0.425933421
2


optimal_loci_182684_G
2022
0.163782
2.82
2189
44.75
1
40.55541666
0.255
0.425625973
2


optimal_loci_182869_G
1579
0.339379
1.96
1001
36.73
1
1.332147884
0.132
0.41213868
4


optimal_loci_182884_G
2591
0.33961
0
3900
46.46
1
5.867454045
0.32
0.411082414
4


optimal_loci_182885_G
1270
0.33961
0
2532
42.99
1
5.867454045
0.08
0.411069042
4


optimal_loci_182924_G
1457
0.184202
36.86
2760
38.84
1
21.52004084
0.184
0.408427879
6


optimal_loci_182953_G
1436
0.158024
2.09
1001
42.89
1
29.1648112
0.391
0.405562424
3


optimal_loci_182959_G
1015
0.15405
0
9218
38.02
1
3.610682471
0.268
0.40431477
3


optimal_loci_183137_G
1813
0.167639
39.82
3829
36.56
2
13.78164832
0.046
0.391397273
2


optimal_loci_183198_G
1144
0.193846
37.41
2188
34.7
3
0.612665122
0
0.387135445
2


optimal_loci_183636_G
1687
0.910168
23.18
15262
39.83
1
10.16141817
0.162
0.354773812
1


optimal_loci_184065_G
2590
0.45162
22.05
1001
36.91
2
19.74693642
0.182
0.316029511
2


optimal_loci_184092_G
1472
0.532986
14.06
12588
35.66
1
0.377215939
0.205
0.313923969
2


optimal_loci_184485_G
1619
0.067131
14.89
10643
52.31
2
60.06002071
0.547
0.28957218
5


optimal_loci_184486_G
3398
0.067131
7.92
7212
40.96
3
50.26225106
0.277
0.289538641
5


optimal_loci_184489_G
1253
0.067131
0
2970
35.43
3
50.26225106
0
0.289497175
5


optimal_loci_184523_G
1713
0.062831
3.91
2001
34.73
4
28.90161842
0.104
0.286084272
5


optimal_loci_184530_G
2003
0.062831
9.49
12485
43.13
1
2.596425841
0.326
0.285323558
5


optimal_loci_184746_G
2593
2.312398
1.81
1141
46.23
4
8.226437838
0.392
0.267700332
1


optimal_loci_184929_G
1192
0.216022
0
6395
54.53
3
2.807590431
0.539
0.253233607
3


optimal_loci_184936_G
1263
0.190403
6.02
2429
46.87
3
7.938515853
0.433
0.252830098
3


optimal_loci_184969_G
1191
0.252401
12.26
1245
37.53
1
1.059832639
0.092
0.249933245
3


optimal_loci_185181_G
1466
0.088905
0
2207
58.66
2
22.63873569
0.66
0.23368958
3


optimal_loci_185183_G
1999
0.088905
0
5573
36.16
2
22.63873569
0.136
0.233651466
3


optimal_loci_185230_G
1689
0.128571
0
2001
34.51
2
8.262524263
0.03
0.230009218
3


optimal_loci_185386_G
1277
0.127124
0
6369
51.05
2
33.98612781
0.535
0.219438025
2


optimal_loci_185454_G
1085
0.140354
5.25
2245
38.15
1
13.12114406
0.207
0.215334761
3


optimal_loci_185506_G
1488
0.158068
6.59
9501
47.78
1
11.09802151
0.398
0.213510821
4


optimal_loci_185582_G
1347
0.550341
0
3369
47.29
2
17.65426497
0.295
0.209920938
3


optimal_loci_185589_G
1230
0.550341
0
4888
33.49
1
22.51014442
0.22
0.209757077
3


optimal_loci_186110_G
2323
0.137029
8.27
2001
41.15
3
3.894832413
0.185
0.180278807
1


optimal_loci_186270_G
1137
0.013666
0
2131
54
1
0.048871315
0.527
0.168377292
2


optimal_loci_186304_G
1695
0.01084
11.09
2204
43.3
2
13.53415751
0.242
0.166767947
2


optimal_loci_186646_G
1739
0.628406
0
1001
55.72
3
8.57254153
0.53
0.148492229
1


optimal_loci_186743_G
1228
0.217116
6.03
8237
32.24
2
0.291898589
0.276
0.140624223
1


optimal_loci_186956_G
1069
0.094783
10.85
1869
38.82
1
0.290291838
0.095
0.130004242
1


optimal_loci_187078_G
2361
0.012266
0
3870
57.72
3
4.056981883
0.631
0.123064154
1


optimal_loci_187450_G
1666
0.361464
1.74
2411
34.75
2
20.38733942
0.119
0.097157263
4


optimal_loci_187451_G
1093
0.361464
0
5161
34.94
2
20.38733942
0.161
0.097135982
4


optimal_loci_187455_G
1139
0.361464
0
2792
32.39
2
20.38733942
0.09
0.097104262
4


optimal_loci_187512_G
1351
0.316739
23.09
12541
44.18
2
180.2383542
0.244
0.092940489
4


optimal_loci_187687_G
1521
0.132719
25.64
2905
34.31
3
1.805149137
0.081
0.082750342
1


optimal_loci_191534_G
1629
0.05168
0
13009
38.18
3
0.209746659
0.246
0.13825083
1


optimal_loci_192637_G
2054
0.043001
2.09
7257
57.83
1
2.23689201
0.635
0.205763975
2


optimal_loci_192638_G
1092
0.043001
18.13
6053
36.81
1
2.23689201
0.209
0.205783906
2


optimal_loci_194905_G
1074
0.283729
0
3356
35.1
1
1.049104226
0.216
0.331454088
1


optimal_loci_195101_G
1153
0.41929
0
8409
41.8
2
0.204460297
0.231
0.342195427
6


optimal_loci_195112_G
3326
0.419187
8.45
14061
36.83
1
0.085293027
0.172
0.342435524
7


optimal_loci_195115_G
1300
0.415341
0
7967
36.61
1
0.085293027
0
0.342510243
7


optimal_loci_195117_G
1555
0.415341
0
5412
34.14
1
0.085293027
0.068
0.342531408
7


optimal_loci_195118_G
1121
0.415341
0
3834
33.89
1
0.085293027
0.131
0.342549922
7


optimal_loci_195119_G
1212
0.415341
15.35
2490
46.03
1
0.085293027
0.543
0.342561452
7


optimal_loci_195211_G
2197
0.193354
16.02
5405
48.74
5
20.62068273
0.475
0.34685707
6


optimal_loci_195885_G
1162
0.678756
0
15359
38.55
1
1.951820052
0.104
0.381040621
1


optimal_loci_196090_G
1451
0.912543
10.13
1040
42.1
2
1.111344212
0.286
0.38851556
3


optimal_loci_196093_G
1508
0.925224
29.31
9958
34.35
2
47.22927012
0
0.388635728
3


optimal_loci_196158_G
1000
1.163345
0
2125
52
3
3.241055057
0.442
0.391167345
4


optimal_loci_196240_G
2281
0.865371
6.18
8724
34.5
1
2.600510719
0.083
0.395686606
2


optimal_loci_196357_G
1192
0.141548
0
8830
49.91
1
0.808433092
0.345
0.401517032
2


optimal_loci_196360_G
1459
0.141548
5.35
2643
41.19
1
0.808433092
0.271
0.401571507
2


optimal_loci_196784_G
2011
0.773668
0
3760
34.51
2
0.024684805
0.099
0.42167305
6


optimal_loci_196799_G
1151
0.846075
0
4421
32.66
4
0.003821069
0.041
0.422390488
6


optimal_loci_196800_G
1627
0.846075
7.44
5140
34.72
4
0.003821069
0.073
0.422401383
6


optimal_loci_196803_G
1564
0.846075
8.44
2351
45.33
4
0.003821069
0.303
0.422427627
6


optimal_loci_196864_G
1412
0.910911
0
2212
41.71
1
40.429997
0.26
0.423739473
6


optimal_loci_196884_G
1054
0.960007
0
5505
38.33
1
5.262836943
0
0.425236185
6


optimal_loci_197223_G
1277
0.105199
32.26
2276
45.96
2
0.013284428
0.47
0.447183884
1


optimal_loci_197372_G
1081
0.165991
0
3057
43.2
1
97.18032461
0.428
0.455317037
3


optimal_loci_197377_G
1060
0.165991
7.26
2569
55.09
1
97.18032461
0.679
0.455422132
3


optimal_loci_197410_G
1356
0.15413
25.52
7267
33.7
2
239.3939186
0.098
0.457121757
3


optimal_loci_197574_G
1576
0.117958
0
2526
46.38
2
4.66170485
0.349
0.468154135
2


optimal_loci_197620_G
1453
0.114295
0
11525
42.67
1
20.7257088
0.327
0.471790176
3


optimal_loci_197700_G
1188
0.121064
0
2455
39.05
1
6.777956424
0.249
0.475065907
2


optimal_loci_198016_G
1076
0.112729
0
12749
35.87
2
19.43142885
0.164
0.492757161
2


optimal_loci_198027_G
1045
0.112729
0
3439
49.09
2
19.43142885
0.348
0.492843116
2


optimal_loci_198224_G
1210
0.411467
0
12013
41.65
1
27.77410267
0.195
0.501751523
3


optimal_loci_198225_G
1280
0.427413
7.34
2757
41.71
1
27.77410267
0.445
0.501836052
3


optimal_loci_198287_G
1039
0.23925
0
18284
44.46
1
31.29691316
0.361
0.505580087
3


optimal_loci_198387_G
1190
0.278298
0
6502
44.2
2
96.9243239
0.428
0.510821028
3


optimal_loci_198422_G
4126
0.271655
13.09
2315
50.77
2
10.38257277
0.431
0.512183337
4


optimal_loci_198424_G
1368
0.271818
7.09
7681
38.23
2
10.38257277
0.217
0.512232715
4


optimal_loci_198523_G
1043
0.298684
23.97
9645
42.28
1
1.876257861
0.164
0.516514851
5


optimal_loci_198567_G
1198
0.287714
0
9763
39.48
1
1.043855559
0.169
0.519399684
5


optimal_loci_198569_G
1507
0.287714
0
2180
51.16
1
1.043855559
0.325
0.519466619
5


optimal_loci_198591_G
1201
0.25106
0
4381
47.37
2
4.558938751
0.307
0.521377759
4


optimal_loci_198620_G
1058
0.424518
0
6536
47.25
2
0.168402765
0.431
0.523084459
6


optimal_loci_198700_G
1015
0.397251
0
11745
46.3
2
37.70460123
0.337
0.526434394
3


optimal_loci_198727_G
2061
0.379954
4.22
1621
34.54
4
3.105411679
0.104
0.527237447
3


optimal_loci_199079_G
1197
0.160896
0
1109
41.01
2
0.023434942
0.337
0.545949664
5


optimal_loci_199109_G
1154
0.874876
0
11539
46.53
2
2.352594614
0.285
0.548850195
5


optimal_loci_199110_G
1145
0.874876
3.23
10247
41.65
2
2.352594614
0.271
0.548862167
5


optimal_loci_199111_G
1950
0.874876
0
3659
52.46
3
2.845185658
0.404
0.548915381
5


optimal_loci_199118_G
1279
0.748865
0
2001
44.01
4
22.55093329
0.409
0.549292854
5


optimal_loci_199355_G
1216
1.585813
0
2472
43.17
1
10.80624466
0.479
0.560952123
4


optimal_loci_199360_G
1140
1.789354
0
4829
40.61
1
10.80624466
0.469
0.561043489
4


optimal_loci_199394_G
1361
1.744959
32.77
2698
50.99
1
16.5446122
0.478
0.561765693
4


optimal_loci_199396_G
2004
1.744959
0
2281
35.72
1
16.5446122
0
0.561827051
4


optimal_loci_199571_G
1172
0.150114
0
3062
45.05
2
7.973077424
0.164
0.570239226
2


optimal_loci_199583_G
3559
0.150114
0
6368
57.12
3
8.275172285
0.571
0.570371918
2


optimal_loci_199812_G
1400
0.426897
0
2439
40.64
2
5.08642522
0.24
0.583255329
2


optimal_loci_199880_G
1794
0.468627
0
1001
39.4
5
0.861589625
0.16
0.58632282
3


optimal_loci_199951_G
2460
0.532196
13.33
1657
40.08
1
8.132114844
0.211
0.588564198
2


optimal_loci_200139_G
1064
0.32318
20.49
1001
44.07
2
11.52571955
0.268
0.599533221
1


optimal_loci_200220_G
1460
0.343178
26.64
3580
45.27
1
2.989926986
0.415
0.605335066
2


optimal_loci_200253_G
3103
1.328926
22.66
2001
45.85
4
1.257887191
0.407
0.607476889
3


optimal_loci_200324_G
1386
1.126214
20.71
1001
46.82
4
7.510233022
0.401
0.612013725
3


optimal_loci_200335_G
1658
0.992052
27.93
4345
34.68
1
8.404693585
0.212
0.613362526
3


optimal_loci_200379_G
1653
0.147097
7.86
4233
47
1
21.34578674
0.505
0.616763256
2


optimal_loci_200497_G
1820
0.212214
9.12
2337
40.43
4
73.83760965
0.216
0.622782275
6


optimal_loci_200519_G
1283
0.236935
2.18
9952
48.4
1
88.18239482
0.372
0.623051984
6


optimal_loci_200531_G
1245
0.236935
0
6527
51.64
1
1.411477062
0.443
0.623744144
6


optimal_loci_200536_G
2072
0.238238
0
2001
55.83
1
1.411477062
0.608
0.623778182
6


optimal_loci_200537_G
1034
0.255878
37.81
1001
44.29
1
1.411477062
0.211
0.62384358
6


optimal_loci_200594_G
1031
0.407304
0
3737
35.79
3
0.079008988
0.219
0.62615297
7


optimal_loci_200728_G
1333
1.384854
13.5
1203
50.78
3
1.114789105
0.465
0.629964446
5


optimal_loci_200751_G
1257
1.507592
0
14006
35.24
2
0.015673868
0.049
0.630912502
4


optimal_loci_200759_G
2254
2.2351
0
9437
50.04
2
9.816223777
0.404
0.631742701
4


optimal_loci_200789_G
2931
1.177049
7.2
8825
41.89
2
3.599991705
0.378
0.633664505
5


optimal_loci_200835_G
1156
0.782404
0
5423
34.86
1
0.675021889
0.451
0.636390669
6


optimal_loci_200876_G
1161
1.404143
14.73
3682
42.46
3
3.481118403
0.307
0.638619947
5


optimal_loci_200929_G
1159
1.399572
12.68
2369
34.42
1
194.5931614
0.163
0.639911328
5


optimal_loci_200931_G
1907
1.399572
7.34
3854
35.86
1
194.5931614
0.273
0.639924992
5


optimal_loci_200944_G
1265
1.399572
0
6831
31.62
4
18.29918728
0.032
0.640601491
6


optimal_loci_201017_G
1917
0.58821
0
1982
36.98
2
1.370424275
0.054
0.644787495
4


optimal_loci_201044_G
1109
0.408574
36.25
2050
45.98
1
5.881357467
0.405
0.647335169
3


optimal_loci_201054_G
3004
0.345651
0
2181
32.62
1
9.360415398
0
0.648371242
4


optimal_loci_201123_G
1637
1.345463
29.75
17796
38.91
1
0.52531928
0.072
0.652691796
5


optimal_loci_201152_G
2106
1.293048
12.63
1955
59.35
1
9.376919617
0.584
0.654866516
4


optimal_loci_201194_G
1234
1.722705
0
10300
39.7
2
5.403762572
0.172
0.656745201
4


optimal_loci_201200_G
1478
1.722705
19.22
5107
35.92
1
8.718667709
0.143
0.656906271
4


optimal_loci_201386_G
1333
0.793124
7.43
6746
38.03
3
11.59078826
0.077
0.668791245
1


optimal_loci_201486_G
1495
1.137193
5.89
2291
45.55
4
1.421744451
0.245
0.675342477
1


optimal_loci_201553_G
1238
2.26057
0
2001
42.56
4
33.66411624
0.266
0.680404983
2


optimal_loci_201597_G
1213
1.369462
8.66
10276
55.39
3
15.7313361
0.523
0.683667141
4


optimal_loci_201690_G
1024
1.575339
13.87
3498
45.5
2
1.056963397
0.266
0.687097768
8


optimal_loci_201693_G
1294
1.456188
14.76
1334
52.24
2
1.056963397
0.291
0.687115196
8


optimal_loci_201729_G
1042
1.90295
0
2173
42.41
4
6.058433688
0.347
0.688793048
9


optimal_loci_201747_G
1315
2.242058
12.02
9077
47.98
1
6.271919391
0.581
0.689762886
9


optimal_loci_201748_G
1004
2.242058
0
8040
58.36
1
6.271919391
0.547
0.68977529
9


optimal_loci_201750_G
1196
2.242058
0
5754
50.16
1
6.271919391
0.389
0.689794559
9


optimal_loci_201784_G
2216
2.030037
0
3288
51.44
1
4.269727315
0.31
0.690898496
11


optimal_loci_201813_G
1006
2.272942
0
2001
45.32
2
4.482019124
0.379
0.692432062
9


optimal_loci_201819_G
1807
2.272942
0
1211
56.28
2
0.331176867
0.655
0.692630686
9


optimal_loci_201858_G
1646
2.739638
22.36
8389
34.69
2
4.64728989
0.147
0.694649276
5


optimal_loci_201863_G
1559
2.739638
25.66
5213
43.81
2
4.64728989
0.182
0.694679302
5


optimal_loci_201983_G
1361
1.149965
0
2001
57.75
1
3.686430848
0.552
0.702117646
6


optimal_loci_201994_G
1031
1.149965
25.22
2668
51.89
1
0.198013616
0.622
0.702432103
6


optimal_loci_201995_G
1118
1.149965
12.25
3839
42.75
1
0.198013616
0.233
0.702442879
6


optimal_loci_202012_G
1083
1.107999
36.2
6043
38.59
2
0.513261649
0.179
0.703278359
6


optimal_loci_202017_G
1879
1.107999
1.54
1801
54.76
4
2.172817992
0.567
0.703474544
6


optimal_loci_202022_G
1052
1.107999
0
1001
41.25
3
2.897090656
0.324
0.703567769
6


optimal_loci_202126_G
1154
0.939762
2.6
4416
31.62
1
4.041338556
0.17
0.708842748
11


optimal_loci_202127_G
1059
0.939762
0
3149
31.06
1
4.041338556
0.039
0.708855281
11


optimal_loci_202131_G
1362
0.985131
0
5764
37.15
1
4.041338556
0.173
0.708962483
11


optimal_loci_202140_G
3448
0.985131
6.93
14127
47.38
1
4.041338556
0.395
0.709039439
11


optimal_loci_202145_G
1577
0.985131
1.78
19350
31.95
1
0.146004044
0.112
0.709107055
11


optimal_loci_202158_G
1483
1.645007
23.2
12623
43.49
1
7.050557084
0.255
0.710386417
14


optimal_loci_202159_G
1420
1.645007
16.48
10838
39.22
1
7.050557084
0.326
0.710403423
14


optimal_loci_202164_G
2522
1.645007
6.19
3441
45.2
1
7.050557084
0.275
0.710559414
14


optimal_loci_202179_G
1523
2.334804
0
11818
39.13
1
10.29492625
0.249
0.711240016
16


optimal_loci_202180_G
2229
2.334804
13.01
9215
45.04
1
10.29492625
0.286
0.711257472
16


optimal_loci_202223_G
1591
2.503775
15.15
1608
37.52
2
37.20611384
0.261
0.713361254
17


optimal_loci_202236_G
1194
2.748502
31.57
1001
40.11
1
13.27927324
0.199
0.714061751
12


optimal_loci_202240_G
1152
2.748502
0
2001
46.26
3
10.58048318
0.406
0.714384776
12


optimal_loci_202250_G
1413
2.748502
0
1061
41.61
1
0.013158696
0.396
0.714775361
12


optimal_loci_202266_G
1636
3.144546
1.83
2001
55.07
5
16.2415291
0.56
0.715542351
9


optimal_loci_202267_G
1426
2.265017
11.08
3893
39.13
3
26.21447674
0.043
0.715687014
9


optimal_loci_202272_G
1235
2.38015
25.67
2940
39.51
3
5.704571352
0.114
0.716161963
7


optimal_loci_202457_G
1618
1.230933
17.37
6465
41.53
1
43.4842053
0.327
0.725965506
5


optimal_loci_202513_G
1425
3.91051
0
2564
49.54
4
25.16663021
0.392
0.729498366
10


optimal_loci_202514_G
1436
3.91051
3.13
4098
55.71
4
25.16663021
0.643
0.729512482
10


optimal_loci_202526_G
1222
3.91051
0
1001
48.85
3
17.32364188
0.468
0.729600508
10


optimal_loci_202528_G
1170
4.282038
32.65
3515
42.73
1
11.89297008
0.382
0.72966056
10


optimal_loci_202558_G
1917
4.314463
14.76
4484
52.58
4
11.11200819
0.487
0.73130431
10


optimal_loci_202593_G
1033
4.803676
6.78
3284
41.91
1
6.576916432
0.458
0.731638901
10


optimal_loci_202600_G
2093
4.798447
35.4
3187
44.67
2
3.676402883
0.343
0.73197882
10


optimal_loci_202616_G
1914
4.229378
1.62
2036
47.49
4
22.38224408
0.38
0.732684378
13


optimal_loci_202629_G
1345
4.256245
0
2001
42.52
2
3.66137274
0.157
0.733390332
13


optimal_loci_202653_G
2442
4.302276
17.53
3603
37.26
4
6.898027199
0.048
0.734782998
9


optimal_loci_202715_G
2455
2.010984
0
9609
47.16
2
8.874777299
0.416
0.737047372
6


optimal_loci_202718_G
1030
2.010984
27.67
13696
40.38
2
8.874777299
0.193
0.737107985
6


optimal_loci_202720_G
1177
1.95719
5.86
11635
46.81
2
8.874777299
0.45
0.737125598
6


optimal_loci_202819_G
1049
0.339244
3.62
2001
37.36
2
6.472732413
0.103
0.742472628
5


optimal_loci_202830_G
1321
0.338254
0
2145
47.53
2
0.161892458
0.252
0.742702483
5


optimal_loci_202854_G
1027
0.224173
0
18017
44.49
1
4.417031987
0.288
0.743820287
5


optimal_loci_202859_G
1087
0.224173
18.86
9279
48.94
1
4.417031987
0.349
0.743900142
5


optimal_loci_202888_G
1055
0.974037
31.85
2001
26.72
3
24.67443468
0.121
0.745784798
7


optimal_loci_202979_G
1313
1.130566
0
15468
50.03
1
46.17921307
0.502
0.750115843
5


optimal_loci_202987_G
1714
1.118046
0
1712
56.53
3
102.2507939
0.472
0.750343646
5


optimal_loci_203009_G
2084
1.350932
1.39
17100
51.58
2
0.153828795
0.528
0.752101666
6


optimal_loci_203012_G
1902
1.350932
0
1001
50.26
2
23.32836401
0.349
0.752305985
6


optimal_loci_203075_G
3826
0.763609
4.08
1001
52.87
4
6.314651272
0.382
0.756129985
6


optimal_loci_203081_G
2702
0.845474
4.89
4663
50.25
3
0.637291665
0.401
0.756261113
7


optimal_loci_203147_G
1900
0.966271
2.16
3655
44.84
1
0.51136178
0.224
0.760602952
12


optimal_loci_203149_G
1354
0.966271
0
6262
44.16
1
0.51136178
0.329
0.760626941
12


optimal_loci_203160_G
3490
0.987765
35.04
3012
47.24
2
5.142421817
0.326
0.760859152
11


optimal_loci_203172_G
1064
0.987765
11.28
3028
54.32
3
16.80217533
0.419
0.760979163
10


optimal_loci_203173_G
1879
0.987765
0
1001
54.12
3
16.80217533
0.507
0.760990316
10


optimal_loci_203174_G
1149
0.987765
17.75
1604
47.6
2
25.203263
0.42
0.761067842
11


optimal_loci_203182_G
1045
0.886879
0
1673
36.26
3
0.485867958
0.226
0.761801282
11


optimal_loci_203198_G
1060
0.724375
9.06
2516
45.84
4
8.882766102
0.389
0.763349709
11


optimal_loci_203199_G
1415
0.724375
12.23
2138
39.92
3
11.84368814
0.205
0.763369319
11


optimal_loci_203200_G
1990
0.724375
0
1001
57.13
3
11.84368814
0.489
0.763430098
11


optimal_loci_203239_G
1925
0.123734
15.84
2001
47.74
2
0.962696125
0.34
0.765669498
14


optimal_loci_203328_G
1417
0.142642
0
1467
54.19
2
0.141233349
0.628
0.769846281
9


optimal_loci_203330_G
1069
0.142642
16.65
7523
39
1
0.282466697
0.2
0.769980068
9


optimal_loci_203331_G
2760
0.142642
12.32
8625
37.17
1
0.282466697
0.239
0.769990209
9


optimal_loci_203332_G
1418
0.142642
0
11456
41.81
1
0.282466697
0.42
0.770016259
9


optimal_loci_203333_G
1023
0.142642
11.34
12962
37.82
1
0.282466697
0.244
0.770030118
9


optimal_loci_203335_G
1315
0.142642
0
15030
36.12
1
0.282466697
0
0.770049147
9


optimal_loci_203337_G
1512
0.142642
9.19
17065
36.11
1
0.282466697
0.037
0.770067873
9


optimal_loci_203339_G
1549
0.142642
3.1
18952
40.6
1
0.282466697
0.11
0.770085237
9


optimal_loci_203476_G
1471
1.775677
0
3594
39.42
2
4.623712889
0.182
0.777072787
8


optimal_loci_203488_G
1505
1.791077
10.63
2001
43.58
3
4.874015548
0.428
0.777872177
8


optimal_loci_203517_G
1211
1.90707
11.73
8193
57.88
1
2.166501508
0.631
0.779636831
8


optimal_loci_203521_G
2561
1.90707
0
12377
47.63
1
2.166501508
0.384
0.779675332
8


optimal_loci_203542_G
1293
1.957392
5.18
1226
36.96
3
27.71720621
0.09
0.781236302
10


optimal_loci_203545_G
3043
1.957392
0
2001
45.87
2
6.443581111
0.33
0.781372104
10


optimal_loci_203547_G
1230
1.957392
7.4
6201
53.49
1
3.969136079
0.413
0.781410752
10


optimal_loci_203550_G
1935
1.957392
0
9570
46.09
1
3.969136079
0.51
0.781441753
10


optimal_loci_203661_G
1929
1.698317
37.79
2665
45.72
1
3.251593275
0.401
0.785508464
11


optimal_loci_203668_G
1156
1.698317
6.83
8770
41.17
1
3.251593275
0.226
0.785564641
11


optimal_loci_203676_G
1833
1.698317
39.77
14593
47.19
1
0.526063791
0.304
0.786257372
8


optimal_loci_203686_G
3968
1.246423
7.43
11635
51.48
1
10.0579225
0.521
0.786669066
8


optimal_loci_203702_G
1792
0.704049
13.84
6308
38.5
2
17.25868013
0.182
0.787884209
8


optimal_loci_203704_G
3948
0.704049
1.7
2001
54.88
1
13.96843145
0.622
0.78801898
8


optimal_loci_203706_G
1189
0.706073
0
8565
37.17
2
6.984215723
0.241
0.788079382
8


optimal_loci_203772_G
1483
0.41744
8.83
3103
48.81
1
1.185166525
0.53
0.790740755
10


optimal_loci_203803_G
1770
0.47785
4.01
2368
40.28
2
22.11803098
0.444
0.793566032
9


optimal_loci_203810_G
2790
0.47785
0
7541
45.19
2
21.6906323
0.405
0.793861921
9


optimal_loci_203813_G
1172
0.47785
15.44
3382
40.1
1
1.414699578
0.094
0.794016347
9


optimal_loci_203827_G
2695
0.47785
20.37
4365
33.46
2
0.085751625
0.041
0.794601774
9


optimal_loci_203850_G
1949
0.47785
38.38
15089
46.63
1
37.57153767
0.336
0.795603966
8


optimal_loci_203853_G
1494
0.47785
0
11916
40.69
1
37.57153767
0.063
0.79563735
8


optimal_loci_203859_G
1343
0.47785
11.17
2561
33.87
1
37.57153767
0.037
0.795724824
8


optimal_loci_203867_G
1612
0.298052
0
7420
55.52
1
37.57153767
0.595
0.795838357
9


optimal_loci_203938_G
1165
0.451625
0
1001
53.56
1
9.157393558
0.386
0.800377108
5


optimal_loci_203953_G
1018
0.489219
7.47
2909
42.23
2
0.327162262
0.348
0.801074062
6


optimal_loci_204027_G
1517
0.924317
13.45
3691
34.8
1
0.87011381
0.092
0.804911644
8


optimal_loci_204028_G
2332
0.924317
20.63
1001
37.34
1
0.87011381
0.116
0.804928898
8


optimal_loci_204029_G
1575
0.972153
6.1
2001
38.98
1
0.87011381
0.038
0.804996587
7


optimal_loci_204053_G
1398
0.972153
0
8680
54.22
1
3.782119797
0.53
0.805641983
7


optimal_loci_204061_G
2621
0.972153
0
2259
47.53
1
3.782119797
0.416
0.805689815
6


optimal_loci_204093_G
1162
0.823062
0
11476
36.83
1
0.038517625
0.229
0.807207277
6


optimal_loci_204231_G
2163
1.329988
18.77
1358
40.96
5
8.009643437
0.264
0.814458803
7


optimal_loci_204244_G
1563
1.810688
5.82
2001
39.47
2
7.9592497
0.329
0.81511733
7


optimal_loci_204246_G
1906
1.810688
1.47
2202
52.57
2
7.9592497
0.488
0.815188066
7


optimal_loci_204260_G
3164
1.810688
0
6886
39.22
1
4.509288676
0.189
0.81600608
9


optimal_loci_204267_G
1160
1.810688
2.41
2031
53.96
4
1.594730189
0.422
0.816769758
9


optimal_loci_204292_G
1137
2.008872
13.9
3420
50.48
4
1.690378979
0.395
0.818987984
9


optimal_loci_204293_G
2119
2.008872
0
1688
49.36
4
1.690378979
0.424
0.819000315
9


optimal_loci_204304_G
2057
1.698251
5.79
3158
42.1
4
0.786788352
0.17
0.819906153
7


optimal_loci_204305_G
1385
1.698251
0
2925
39.63
4
0.786788352
0.325
0.819928486
7


optimal_loci_204363_G
1119
0.770134
0
1513
37.8
2
4.46019173
0.184
0.824365123
11


optimal_loci_204380_G
1110
0.848398
12.7
3271
52.34
1
11.15737429
0.358
0.824629126
9


optimal_loci_204400_G
1623
0.930211
1.91
2864
40.11
3
9.137081974
0.34
0.825181491
10


optimal_loci_204431_G
1560
0.948966
32.63
18669
35.76
1
1.306222297
0.198
0.82661597
11


optimal_loci_204442_G
1462
0.881452
2.94
2872
40.15
3
0.602020334
0.187
0.827457763
11


optimal_loci_204448_G
1079
0.858476
32.9
2001
40.12
4
2.779952182
0.31
0.827809166
11


optimal_loci_204453_G
1297
0.858476
2.54
4170
43.09
1
47.81292201
0.272
0.82817624
11


optimal_loci_204455_G
1031
0.858476
0
2001
58.97
2
31.14351895
0.607
0.828198647
11


optimal_loci_204461_G
1335
1.05233
3.45
1948
51.53
1
14.4741159
0.452
0.828465503
13


optimal_loci_204480_G
1864
1.090718
23.93
4114
57.99
2
6.129614113
0.62
0.829690427
11


optimal_loci_204491_G
1839
1.126698
25.12
2613
38.66
3
4.875293924
0.307
0.829956759
11


optimal_loci_204550_G
1143
1.200724
34.27
16398
36.92
1
3.835220607
0.09
0.832815568
7


optimal_loci_204555_G
1845
1.20243
0
11558
44.39
1
3.835220607
0.37
0.832853646
7


optimal_loci_204578_G
1948
0.924314
25.82
3303
35.42
2
6.727541419
0.208
0.834454211
6


optimal_loci_204612_G
4044
1.425558
1.93
2112
56.2
2
5.554639585
0.553
0.836613435
5


optimal_loci_204637_G
3213
1.323857
0
2874
52.38
1
0.598434408
0.515
0.838279297
6


optimal_loci_204726_G
4938
1.459479
31.75
11370
49.89
4
31.36805452
0.473
0.841661264
6


optimal_loci_204727_G
1220
1.459479
0
10093
42.04
4
31.36805452
0.252
0.841707228
6


optimal_loci_204729_G
1374
1.459479
0
7643
48.1
3
2.660155201
0.272
0.841728355
6


optimal_loci_204767_G
1363
1.277011
2.2
8197
42.62
3
5.960639714
0.152
0.843790315
6


optimal_loci_204800_G
1388
1.188513
0
8416
50.93
1
122.4374275
0.438
0.845757191
8


optimal_loci_204854_G
2373
2.472563
1.47
6179
51.62
2
5.03695566
0.645
0.84834228
6


optimal_loci_204855_G
1122
2.472563
0
1515
36.27
1
7.658571816
0.181
0.848472929
5


optimal_loci_204904_G
1295
2.090612
3.17
1035
40.54
2
1.876760159
0.293
0.850345245
7


optimal_loci_204917_G
1466
2.078275
26.81
2001
39.69
1
0.056133324
0.226
0.851118134
7


optimal_loci_204969_G
1205
2.463743
0
4458
38.25
1
10.80876262
0.085
0.853746656
10


optimal_loci_204991_G
1806
1.107412
6.64
14876
33.88
1
26.07699669
0.215
0.855717921
9


optimal_loci_205028_G
1116
1.107412
32.89
2001
35.66
4
11.91484622
0.194
0.856618348
8


optimal_loci_205043_G
1050
1.257825
5.9
2352
33.8
1
4.665454171
0.118
0.857538219
8


optimal_loci_205044_G
1039
1.257825
0
1193
45.9
1
4.665454171
0.256
0.857548986
8


optimal_loci_205047_G
1883
1.257825
15.14
4120
42.85
2
2.482012998
0.282
0.857624487
8


optimal_loci_205050_G
1825
1.257825
14.19
1759
54.3
2
2.482012998
0.382
0.857735674
8


optimal_loci_205132_G
1126
0.901441
0
4648
37.03
1
223.7403057
0.054
0.863420213
5


optimal_loci_205133_G
1323
0.901441
7.94
2391
39.98
1
223.7403057
0.123
0.863439169
5


optimal_loci_205136_G
1292
0.901441
0
2116
48.29
1
223.7403057
0.363
0.863537887
5


optimal_loci_205142_G
1827
0.901441
0
1393
44.71
2
0.046265242
0.33
0.864117057
5


optimal_loci_205145_G
1631
0.887633
0
3731
38.74
1
0.092530484
0.205
0.864193249
5


optimal_loci_205239_G
1565
2.736545
17.64
12512
42.74
1
5.36045474
0.308
0.870342512
4


optimal_loci_205268_G
1081
4.007577
0
3066
42.92
2
7.397621315
0.308
0.871827888
4


optimal_loci_205276_G
1254
4.007577
37.64
9786
35.24
1
52.94366576
0.04
0.872297204
4


optimal_loci_205293_G
1037
4.365962
7.23
2001
55.15
4
33.83836196
0.754
0.873086399
5


optimal_loci_205343_G
1212
6.171158
0
7281
45.29
5
0.864069217
0.287
0.877302447
4


optimal_loci_205423_G
1326
6.703742
11.39
3268
40.19
2
17.35396886
0.25
0.879980733
5


optimal_loci_205453_G
2246
5.927539
3.25
2001
53.02
2
12.95569707
0.493
0.88187946
8


optimal_loci_205474_G
1895
6.400222
16.09
2503
50.39
3
35.14553124
0.408
0.882859861
9


optimal_loci_205496_G
1571
6.655608
0
7589
57.54
3
5.48386164
0.73
0.884225087
13


optimal_loci_205563_G
1282
7.049948
15.68
2534
36.42
2
0.116424673
0.064
0.886232414
14


optimal_loci_205574_G
1247
6.762664
28.47
2193
33.68
2
7.407838359
0.086
0.886431829
14


optimal_loci_205576_G
1110
6.736451
15.05
2001
51.26
2
7.407838359
0.488
0.886500034
14


optimal_loci_205578_G
1437
6.736451
0
2345
40.77
2
7.407838359
0.333
0.886517499
13


optimal_loci_205579_G
2511
6.763297
0
1001
43.92
4
10.35620596
0.295
0.88665113
15


optimal_loci_205629_G
1166
5.449158
3
2132
40.65
4
60.22253411
0.15
0.888280976
16


optimal_loci_205637_G
1080
5.695731
4.35
1001
52.68
2
120.4450682
0.397
0.888396175
16


optimal_loci_205642_G
1170
5.445189
2.48
3348
40.51
3
18.37968788
0.124
0.888653543
17


optimal_loci_205643_G
1706
5.445189
1.88
1567
58.32
3
18.37968788
0.465
0.888665
17


optimal_loci_205657_G
1016
5.493787
0
6374
56.39
2
0.898820066
0.509
0.889129651
16


optimal_loci_205661_G
2362
5.493787
19.05
1598
47.03
2
0.898820066
0.432
0.889161214
16


optimal_loci_205683_G
1170
4.739728
0
1001
50.08
5
1.67187047
0.377
0.891178507
14


optimal_loci_205684_G
1515
4.739728
7.72
2223
41.12
4
2.089838088
0.24
0.891189752
14


optimal_loci_205692_G
1618
3.861749
0
6068
45.85
1
7.462795998
0.305
0.892211608
16


optimal_loci_205693_G
1975
3.861749
17.11
7719
43.44
1
7.462795998
0.407
0.8922268
16


optimal_loci_205706_G
1948
3.604223
2.93
3806
39.16
1
2.645777844
0.207
0.893191521
15


optimal_loci_205744_G
1907
3.558513
0
1001
61.24
2
1.249140088
0.7
0.895173267
14


optimal_loci_205745_G
1360
3.558513
0
2001
44.55
2
1.249140088
0.344
0.895225985
14


optimal_loci_205761_G
1007
3.462435
4.97
2001
43.89
4
14.03620547
0.344
0.895944601
12


optimal_loci_205766_G
1006
3.525275
6.46
1576
38.56
4
14.03620547
0
0.895995469
12


optimal_loci_205775_G
3729
3.525275
9.81
8997
58.86
4
13.66318173
0.584
0.896280683
12


optimal_loci_205795_G
1874
3.462648
0
3207
52.13
3
231.1515294
0.447
0.897391273
13


optimal_loci_205826_G
1330
4.054678
27.74
1001
30.67
4
64.52104508
0.159
0.899107212
12


optimal_loci_205827_G
1939
4.054678
16.04
2001
45.84
2
42.6972966
0.416
0.899186956
12


optimal_loci_205831_G
1537
4.054678
0
1394
53.8
2
42.6972966
0.465
0.899284745
12


optimal_loci_205867_G
2237
4.285543
10.68
9773
41.17
2
7.824223977
0.254
0.901082977
8


optimal_loci_205869_G
1731
4.285543
0
7263
60.25
2
7.824223977
0.614
0.90111073
8


optimal_loci_205873_G
1744
4.293883
0
2734
37.09
2
7.824223977
0.123
0.901152286
8


optimal_loci_205987_G
2932
3.411791
0
1847
57.7
3
9.664670144
0.53
0.904551626
6


optimal_loci_205998_G
1653
6.134124
0
6011
43.19
2
4.917973405
0.261
0.906126951
6


optimal_loci_206017_G
1221
6.287112
31.12
1013
36.11
4
2.690070125
0.096
0.908121681
10


optimal_loci_206062_G
2087
5.513891
1.72
2529
48.49
3
5.364206168
0.349
0.910045041
12


optimal_loci_206072_G
1128
5.184591
0
2164
51.5
3
30.7568263
0.399
0.910618192
12


optimal_loci_206075_G
2036
4.620298
0
2001
46.95
4
23.07092851
0.247
0.910699841
12


optimal_loci_206111_G
2233
6.94875
0
1001
36.67
3
10.76691185
0.139
0.912335705
11


optimal_loci_206112_G
1081
6.94875
0
2099
46.8
3
10.76691185
0.261
0.912399676
11


optimal_loci_206113_G
1788
6.94875
10.07
4743
37.13
3
10.76691185
0.098
0.912424006
11


optimal_loci_206117_G
1113
6.94875
11.68
3611
42.58
4
13.75201614
0.284
0.912490527
11


optimal_loci_206130_G
1761
7.537268
0
1782
49.68
1
3.884076875
0.598
0.913121614
11


optimal_loci_206146_G
1161
6.78703
4.31
4018
45.04
2
8.383856579
0.425
0.91422556
14


optimal_loci_206150_G
1192
6.342049
3.02
2562
53.43
2
8.383856579
0.61
0.914379527
14


optimal_loci_206222_G
1830
4.103012
24.04
3114
47.15
3
2.314429755
0.457
0.917617898
8


optimal_loci_206231_G
1904
4.014605
0
1531
46.95
1
6.085419372
0.286
0.918259493
8


optimal_loci_206243_G
1480
4.014605
25.41
10486
50.33
1
6.085419372
0.487
0.918341896
8


optimal_loci_206245_G
1915
4.014605
35.3
12629
38.17
1
6.085419372
0.126
0.918361616
8


optimal_loci_206277_G
1112
3.952644
20.32
8195
38.84
2
20.52669003
0.365
0.919815089
6


optimal_loci_206337_G
1337
2.625117
5.68
1001
58.71
1
5.194680637
0.767
0.922653893
9


optimal_loci_206366_G
1667
3.453412
5.22
2871
43.79
5
22.2235948
0.287
0.92495249
5


optimal_loci_206371_G
1122
3.453412
5.07
2063
55.25
5
14.60265071
0.475
0.92502928
5


optimal_loci_206376_G
1290
3.453412
0
3260
47.51
3
21.28393624
0.325
0.925131209
5


optimal_loci_206383_G
1444
3.474885
11.29
2278
36.63
1
0.64912643
0.277
0.925317917
5


optimal_loci_206477_G
1779
4.468436
0
3605
47.55
6
8.70728771
0.489
0.930192197
9


optimal_loci_206488_G
1541
5.265215
0
4671
52.17
2
23.8962544
0.49
0.931388273
9


optimal_loci_206511_G
1531
5.265215
19.79
5684
41.34
2
11.83338132
0.356
0.932108858
9


optimal_loci_206512_G
1337
5.265215
0
4203
38.51
1
5.921318351
0.222
0.932124271
9


optimal_loci_206522_G
1447
5.166015
0
2412
41.18
3
31.61388228
0.302
0.933084622
12


optimal_loci_206564_G
1062
4.816518
25.99
1457
44.35
5
9.296374676
0.38
0.934346151
17


optimal_loci_206567_G
1133
4.816518
6
2680
52.16
5
17.85295235
0.466
0.934530604
17


optimal_loci_206570_G
2134
4.816518
0
3314
48.59
5
17.85295235
0.367
0.934630914
17


optimal_loci_206572_G
1297
4.816518
0
3416
51.34
4
21.27488003
0.336
0.934656606
17


optimal_loci_206608_G
1712
5.452764
2.16
6194
43.04
1
14.62278127
0.254
0.93717718
17


optimal_loci_206616_G
1862
5.624144
5.75
2001
46.24
1
1.147670134
0.274
0.937400971
19


optimal_loci_206621_G
2930
5.624144
11.98
5688
43.34
1
1.147670134
0.288
0.937524351
19


optimal_loci_206636_G
2033
6.995374
18.1
14141
45.49
4
0.019756421
0.324
0.938227341
18


optimal_loci_206640_G
1297
7.132876
7.09
7439
46.26
3
0.026341895
0.264
0.938295785
18


optimal_loci_206641_G
2530
7.132876
37.35
4797
38.77
3
0.026341895
0.082
0.938308751
18


optimal_loci_206653_G
1167
7.368363
0
2134
45.67
4
13.64476912
0.25
0.938606829
18


optimal_loci_206654_G
2374
7.323095
21.27
2001
34.83
3
18.1666836
0.06
0.938702308
18


optimal_loci_206673_G
2091
6.510909
5.83
2148
33.33
4
0.158454659
0.128
0.939478049
16


optimal_loci_206682_G
1055
6.510909
0
1001
32.98
1
6.529605762
0.083
0.940007979
16


optimal_loci_206705_G
1413
8.713109
0
16692
36.58
2
14.60505443
0.188
0.941076627
16


optimal_loci_206713_G
1072
8.586637
0
2232
56.43
3
12.20210996
0.353
0.941667234
17


optimal_loci_206718_G
1837
8.349983
4.08
2001
54.76
2
3.929952964
0.518
0.941843507
16


optimal_loci_206719_G
1747
8.349983
0
3871
54.49
2
3.929952964
0.525
0.941860714
16


optimal_loci_206771_G
1602
8.088671
0
4990
57.17
4
1.177050277
0.735
0.943481745
13


optimal_loci_206774_G
1410
8.016082
3.55
3949
36.87
2
2.354100555
0.387
0.943629141
13


optimal_loci_206852_G
1436
6.950288
0
4253
36.83
2
12.36513864
0.239
0.946274052
13


optimal_loci_206867_G
1236
5.064047
14.64
17847
44.41
1
5.106629622
0.22
0.947297205
10


optimal_loci_206875_G
1595
5.372976
13.29
5455
45.14
2
28.11815731
0.359
0.947407932
10


optimal_loci_206876_G
1256
5.372976
10.59
3701
50
3
19.27733664
0.425
0.947427192
10


optimal_loci_206891_G
1193
5.523011
4.95
8878
61.44
5
7.658588491
0.524
0.947982988
10


optimal_loci_206931_G
1130
5.47426
18.14
2034
37.87
4
14.75137598
0.115
0.949223372
10


optimal_loci_206934_G
1571
5.538371
8.85
4263
40.29
4
14.75137598
0.235
0.949316495
12


optimal_loci_206994_G
1130
3.5065
0
1001
57.61
1
5.252675917
0.531
0.950766029
13


optimal_loci_207048_G
1010
5.92464
0
2014
50.39
2
7.500590404
0.679
0.95321147
13


optimal_loci_207049_G
1127
5.982208
0
3057
47.29
1
15.00118081
0.395
0.953221068
13


optimal_loci_207052_G
1310
7.420276
0
2532
53.2
2
17.52092248
0.702
0.953906639
12


optimal_loci_207053_G
1438
7.420276
1.95
1001
49.09
2
17.52092248
0.287
0.953919549
12


optimal_loci_207074_G
1316
7.659254
25.68
6110
46.35
3
9.351224941
0.445
0.955354756
11


optimal_loci_207078_G
3935
7.332317
3.51
2001
53.11
3
60.0210457
0.412
0.955612355
10


optimal_loci_207084_G
1160
7.296204
9.83
3527
39.65
2
84.20122369
0.221
0.955735697
11


optimal_loci_207085_G
2020
7.296204
0
4720
48.36
2
84.20122369
0.361
0.955746675
11


optimal_loci_207123_G
1153
5.899516
0
1001
43.45
6
45.19522634
0.252
0.957639126
16


optimal_loci_207127_G
1115
5.899516
3.23
4428
58.47
7
44.12583174
0.573
0.957679375
16


optimal_loci_207201_G
4298
5.318964
30.57
1001
44.27
4
43.60356957
0.355
0.960277844
10


optimal_loci_207208_G
1218
4.665826
0
7698
35.38
3
1.79996244
0.073
0.960512217
9


optimal_loci_207234_G
1933
5.28357
38.59
2359
39.83
2
18.64613657
0.187
0.961798923
12


optimal_loci_207244_G
1016
5.28357
0
4291
45.66
4
12.20192703
0.363
0.961987894
12


optimal_loci_207249_G
1219
5.28357
22.31
1001
43.72
4
12.20192703
0.311
0.9620163
12


optimal_loci_207251_G
1350
5.28357
20.81
1001
49.33
3
7.911238049
0.542
0.962104767
12


optimal_loci_207280_G
1421
3.923801
14.14
2001
33.99
6
3.387717199
0.107
0.964955967
15


optimal_loci_207281_G
1668
3.923801
3.78
2001
43.4
7
2.188285493
0.271
0.965133684
14


optimal_loci_207289_G
1777
3.959995
10.75
3335
35
6
9.441252323
0.138
0.965334314
14


optimal_loci_207293_G
1692
4.418718
0
1001
52.36
7
8.89220457
0.517
0.965446163
14


optimal_loci_207324_G
1397
4.045853
0
4250
52.18
2
15.1841454
0.429
0.966884186
10


optimal_loci_207333_G
2066
3.894344
5.32
2001
43.07
2
35.1955547
0.305
0.967489571
10


optimal_loci_207335_G
1765
3.894344
2.78
4788
45.66
2
35.1955547
0.464
0.967515217
10


optimal_loci_207338_G
1611
3.546894
1.74
12652
42.08
2
35.1955547
0.175
0.967587581
11


optimal_loci_207364_G
1642
4.585713
25.03
3369
46.77
7
6.03702924
0.293
0.969132686
13


optimal_loci_207365_G
2368
5.918711
2.87
3183
56.75
6
7.04320078
0.693
0.969153253
13


optimal_loci_207414_G
1311
4.773658
12.74
2360
50.87
1
38.19217464
0.279
0.972170363
9


optimal_loci_207448_G
1587
5.236097
0
2512
34.71
2
0.619326454
0.117
0.972724522
8


optimal_loci_207455_G
1268
5.236097
21.21
12398
52.91
2
0.619326454
0.443
0.972859164
8


optimal_loci_207499_G
1238
4.557163
3.8
4462
49.83
5
10.88352323
0.288
0.974222384
7


optimal_loci_207501_G
1093
4.557163
12.63
2910
47.48
5
10.88352323
0.505
0.974238
7


optimal_loci_207532_G
1628
4.874136
20.76
5249
41.76
1
6.630113628
0.248
0.975643365
9


optimal_loci_207595_G
2167
2.485756
0
3384
50.39
4
4.229528534
0.345
0.978333954
6


optimal_loci_207613_G
1602
2.520048
0
1001
62.92
2
5.678992584
0.618
0.979341133
4


optimal_loci_207615_G
1049
4.633571
0
2012
41.65
3
72.76778525
0.277
0.979672798
4


optimal_loci_207772_G
1414
14.808028
0
1772
43.21
5
20.37849283
0.271
0.988382085
2


optimal_loci_207807_G
2374
62.423938
22.37
5993
35.97
1
18.46352135
0.142
0.990539321
2


optimal_loci_208014_G
2421
1.246241
21.93
16310
33.66
2
2.725665049
0.189
0.993128488
4


optimal_loci_208070_G
1222
1.246241
2.62
16298
38.95
1
14.14031958
0.157
0.986285464
4


optimal_loci_208071_G
1921
1.246241
10.15
17614
41.48
1
14.14031958
0.217
0.986244839
4


optimal_loci_208074_G
1107
1.246241
0
18069
43.08
1
0.077914133
0.246
0.986203528
4


optimal_loci_208210_G
1421
0.504941
0
1552
47.85
4
6.249223552
0.657
0.969082379
1


optimal_loci_208312_G
1100
3.725884
0
6757
42.54
3
2.825117102
0.348
0.958351472
2


optimal_loci_208314_G
1013
3.725884
0
19049
38.3
1
0.011877076
0.351
0.958105403
2


optimal_loci_208398_G
1037
2.129966
0
5054
42.91
1
16.5882398
0.131
0.945235766
1


optimal_loci_208514_G
2104
2.343371
9.41
15029
34.88
1
1.484414573
0.121
0.922287661
5


optimal_loci_208518_G
1786
2.343371
22.68
1283
40.2
1
1.484414573
0.252
0.921856573
5


optimal_loci_208578_G
1683
3.040093
29.28
10651
34.46
1
0.874183818
0.089
0.913403609
5


optimal_loci_208582_G
1623
3.044395
0
1855
47.87
1
0.874183818
0.203
0.913066331
5


optimal_loci_208583_G
1082
3.044395
0
3511
50.73
1
0.874183818
0.626
0.913043851
5


optimal_loci_208855_G
2878
3.393745
5.39
16017
48.78
1
0.374992495
0.426
0.867993448
2


optimal_loci_208867_G
2042
3.393745
0
3659
34.32
1
3.068347935
0.183
0.866644194
2


optimal_loci_208978_G
1497
3.13603
2.34
12549
36.47
3
27.72616774
0.156
0.855356794
1


optimal_loci_209238_G
1038
0.040301
20.71
3590
39.59
1
0.339869373
0.39
0.815636613
3


optimal_loci_209241_G
1279
0.279427
0
2001
37.13
1
0.339869373
0
0.815406875
3


optimal_loci_209266_G
1478
0.396573
35.05
2001
42.21
2
13.94913604
0.146
0.808353206
3


optimal_loci_209699_G
1108
0.396698
31.86
2001
40.43
2
3.777450835
0.112
0.735856835
3


optimal_loci_209704_G
1599
0.396698
13.57
17754
43.9
2
3.777450835
0.23
0.735529335
3


optimal_loci_209732_G
1175
0.396698
0
17201
48.08
2
0.999594445
0.323
0.734046976
3


optimal_loci_209926_G
1017
0.40779
0
14767
38.24
1
3.029378108
0.227
0.721462218
4


optimal_loci_209963_G
1489
0.404914
24.18
5345
37.27
6
0.481164768
0.027
0.717987923
5


optimal_loci_209973_G
1103
0.404914
0
2555
38.25
3
0.151233854
0.112
0.717193407
5


optimal_loci_209993_G
1848
0.407242
5.9
11336
35.49
1
0.287539009
0.273
0.715674093
5


optimal_loci_210085_G
1840
0.398554
0
15873
36.41
1
0.753066471
0.105
0.71099125
6


optimal_loci_210189_G
1077
0.410267
0
8929
35.74
1
2.021437371
0.245
0.703826673
3


optimal_loci_210220_G
1250
0.397906
34.72
2763
37.68
4
3.954756317
0.329
0.702342702
3


optimal_loci_210421_G
1139
0.412384
19.4
1164
37.48
3
0.019226093
0.182
0.687698609
1


optimal_loci_210577_G
1274
0.392655
19.86
11050
31.55
1
0.083644958
0.134
0.671771935
1


optimal_loci_210852_G
1108
0.408346
0
18012
37.81
1
21.87342803
0.268
0.637542097
1


optimal_loci_211377_G
1680
0.189008
22.2
13233
35.47
1
14.28249772
0.254
0.553805645
1


optimal_loci_211704_G
1620
1.161246
25.31
2001
35.55
3
8.721140317
0.1
0.509782903
1


optimal_loci_211853_G
1108
0.339481
3.7
6363
37.18
1
0.677061103
0.197
0.490269315
1


optimal_loci_212402_G
1158
0.033994
5.87
2122
37.56
1
52.81214516
0
0.41499621
1


optimal_loci_212590_G
1719
0.337883
19.02
13790
34.32
1
0.104340552
0.152
0.393286935
2


optimal_loci_212593_G
1137
0.337883
12.05
9668
37.29
1
0.104340552
0.073
0.393203831
2


optimal_loci_212844_G
1138
0.091092
0
7059
43.58
3
48.05068035
0.237
0.366308488
2


optimal_loci_212845_G
1145
0.091092
0
8281
52.31
3
48.05068035
0.73
0.36628371
2


optimal_loci_213435_G
1181
0.896227
31.24
2001
40.89
1
2.359933929
0.199
0.302259778
1


optimal_loci_213788_G
1202
0.010948
8.4
17969
46.83
1
2.940756569
0.435
0.262009758
2


optimal_loci_213849_G
1370
0.023637
0
1001
47.88
1
3.922831122
0.354
0.255020867
2


optimal_loci_214039_G
1044
0.464584
23.56
1001
42.24
2
18.67324611
0.228
0.22847252
2


optimal_loci_214065_G
1945
0.342918
37.79
15291
38.97
1
47.14990045
0.124
0.225985827
2


optimal_loci_214256_G
1005
0.582877
6.57
12701
42.98
2
6.691961392
0.136
0.200640282
1


optimal_loci_217402_G
1240
0.165641
24.03
1001
41.53
1
6.534667875
0.196
0.115480812
2


optimal_loci_217438_G
1001
0.230197
0
11240
35.46
1
23.31437264
0.21
0.117156122
2


optimal_loci_217622_G
1421
0.243024
8.8
1516
46.16
1
4.613967965
0.363
0.128117289
2


optimal_loci_217658_G
2037
0.245255
23.66
5043
38.14
2
19.49993507
0.05
0.130040203
4


optimal_loci_217718_G
1077
0.499971
0
4432
52.64
1
10.46210256
0.581
0.133640021
4


optimal_loci_217719_G
1349
0.499971
0
5542
54.18
1
10.46210256
0.41
0.133649335
4


optimal_loci_217732_G
1638
0.57077
30.46
3771
34.18
1
1.194959827
0.134
0.134534626
4


optimal_loci_217787_G
1798
0.563638
22.58
15629
35.76
1
19.04097008
0.052
0.138076974
2


optimal_loci_217939_G
1031
0.341231
7.57
7564
40.05
1
0.035114173
0.112
0.144558603
1


optimal_loci_219497_G
2380
0.06231
14.33
2007
36.47
1
11.26349084
0.206
0.222203698
1


optimal_loci_219916_G
1090
0.163653
0
3922
38.07
2
0.111810599
0.115
0.245166483
1


optimal_loci_220195_G
1212
0.247533
0
2582
47.52
3
9.315895334
0.262
0.260031435
1


optimal_loci_220274_G
1641
0.025395
10.12
1172
38.39
3
38.09412791
0.143
0.265953044
1


optimal_loci_220411_G
1303
0.585211
21.26
3982
44.51
2
1.142359979
0.405
0.27488328
2


optimal_loci_220414_G
2008
0.585211
3.78
1349
46.86
3
0.852538802
0.517
0.274951147
2


optimal_loci_220737_G
1193
1.039195
0
1269
41.24
1
8.919995903
0.216
0.288438411
2


optimal_loci_220783_G
1083
0.612956
5.63
5757
42.47
2
2.62129855
0.263
0.290869404
2


optimal_loci_220850_G
1117
0.060649
0
10713
51.02
1
0.732662645
0.262
0.295309638
3


optimal_loci_220931_G
1120
0.564696
22.77
2379
38.48
3
3.483902892
0.348
0.298761379
3


optimal_loci_220933_G
1080
0.564696
25.93
1855
38.42
2
5.225854339
0.133
0.298808377
3


optimal_loci_221034_G
1743
1.863065
1.66
5876
43.02
2
1.00222894
0.22
0.306831479
2


optimal_loci_221040_G
1135
1.266289
8.11
9398
41.93
3
12.6863103
0.228
0.307237817
2


optimal_loci_221139_G
1014
0.17171
32.25
1001
32.44
2
16.3959169
0.126
0.316175318
2


optimal_loci_221239_G
1226
0.55195
0
2001
32.78
2
1.53724278
0.221
0.319551045
2


optimal_loci_221602_G
1623
0.189132
37.89
2461
42.02
3
7.268081753
0.533
0.340129843
1


optimal_loci_221720_G
1398
0.623812
0
3300
49.07
3
3.362565074
0.481
0.3466154
4


optimal_loci_221721_G
2626
0.623812
7.39
4731
54.11
3
3.362565074
0.579
0.346627407
4


optimal_loci_221773_G
1167
0.40367
31.45
13073
58.86
2
3.788454293
0.556
0.349207551
4


optimal_loci_221776_G
1146
0.40367
37.96
9183
40.4
3
3.291305855
0.105
0.349240369
4


optimal_loci_222089_G
1326
1.559128
0
1001
48.03
1
38.1923557
0.4
0.365717328
1


optimal_loci_222396_G
2317
0.793049
7.68
2204
52.09
4
1.708898911
0.533
0.380232843
5


optimal_loci_222397_G
1018
0.793049
3.05
1001
59.03
4
1.708898911
0.411
0.380253837
5


optimal_loci_222415_G
1230
0.199064
0
3860
44.06
1
4.142484042
0.215
0.380736172
5


optimal_loci_222471_G
1217
0.199069
0
9875
44.53
1
0.170784409
0.566
0.38348235
6


optimal_loci_222483_G
1009
0.199069
0
18028
38.85
1
0.170784409
0
0.383741206
6


optimal_loci_222501_G
1060
2.22655
0
1001
38.86
2
3.213980605
0.332
0.3854722
4


optimal_loci_222591_G
1170
2.437794
3.59
2015
40
1
0.052121769
0.132
0.38925037
3


optimal_loci_222629_G
2413
3.015037
0
2041
48.52
2
24.8860771
0.295
0.390725872
2


optimal_loci_222830_G
1560
2.447469
2.88
3852
44.1
1
0.478935295
0.284
0.401760755
4


optimal_loci_222843_G
1107
2.539517
32.79
5933
38.39
2
8.977031659
0.326
0.402112391
4


optimal_loci_222870_G
1062
2.331461
0
7076
30.13
3
1.793372641
0.068
0.403624965
4


optimal_loci_222883_G
1297
2.241648
0
11208
35.85
1
0.042099993
0.192
0.403892321
4


optimal_loci_223677_G
1011
1.026516
0
10047
36.39
2
7.992431294
0.064
0.438366424
6


optimal_loci_223692_G
1237
0.998958
0
2001
50.92
5
31.82278556
0.363
0.438902546
6


optimal_loci_223707_G
1971
0.932079
14.16
15802
34.44
1
0.278095495
0.055
0.439470647
6


optimal_loci_223716_G
2041
0.932079
4.95
1001
40.96
3
15.13791224
0.206
0.439834853
6


optimal_loci_223728_G
1040
1.144191
0
1864
48.26
1
1.530100277
0.244
0.440222864
6


optimal_loci_223784_G
1103
1.626206
24.2
5403
38.89
2
0.042870839
0.07
0.442099006
6


optimal_loci_223945_G
1270
1.394901
19.06
2001
36.37
2
15.5846507
0.142
0.447682598
2


optimal_loci_223994_G
1731
0.871632
25.36
9152
38.82
1
0.065226309
0.271
0.45015902
3


optimal_loci_224042_G
1023
1.320048
0
1311
42.03
2
21.38644426
0.096
0.4519764
2


optimal_loci_224166_G
1031
0.927513
13.77
5485
36.17
2
1.677001344
0.106
0.456878746
5


optimal_loci_224169_G
1350
0.932465
2.59
3457
45.55
2
1.677001344
0.38
0.456893087
5


optimal_loci_224176_G
1021
1.15421
31.54
9269
38.88
1
3.354002688
0.168
0.457027763
5


optimal_loci_224181_G
1560
1.168496
33.01
14904
34.48
1
3.354002688
0.139
0.457075047
6


optimal_loci_224216_G
1173
4.473598
5.37
17515
34.27
1
60.73644691
0.15
0.459647069
11


optimal_loci_224238_G
1238
4.732286
0
3344
44.91
4
9.377925119
0.278
0.461264019
10


optimal_loci_224253_G
1211
4.21703
3.14
3741
39.8
3
13.01876193
0.087
0.4621369
10


optimal_loci_224259_G
1309
4.21703
29.72
2869
37.05
2
19.5281429
0.3
0.46226201
10


optimal_loci_224263_G
1191
3.965408
34.68
2640
34.84
2
19.5281429
0.124
0.462360211
10


optimal_loci_224264_G
1331
3.965408
0
4209
36.58
2
19.5281429
0.14
0.462373377
10


optimal_loci_224270_G
1193
3.847372
0
3081
38.8
3
0.400305143
0.145
0.462595723
10


optimal_loci_224334_G
1974
3.637827
5.83
2983
40.47
1
1.114692374
0.221
0.464331424
9


optimal_loci_224336_G
1358
3.637827
24.96
1519
56.03
2
1.089249405
0.62
0.464397965
9


optimal_loci_224379_G
1274
3.272518
29.83
4231
40.18
2
0.81635061
0.189
0.465568225
8


optimal_loci_224473_G
1115
0.72318
14.44
2001
49.41
3
13.68049469
0.585
0.470407706
1


optimal_loci_224611_G
1630
0.777106
19.57
1015
47.36
2
1.184706545
0.342
0.47610154
2


optimal_loci_224681_G
1419
1.31141
35.73
2645
40.87
2
2.960152555
0.19
0.479196401
4


optimal_loci_224717_G
1045
1.318395
6.03
3015
37.79
1
6.926553831
0.135
0.480837349
3


optimal_loci_224749_G
1154
1.308149
0
2001
36.65
3
26.80211644
0.21
0.481545815
4


optimal_loci_224816_G
2238
2.379335
15.91
14801
44.81
1
38.75062279
0.529
0.485548791
9


optimal_loci_224846_G
1539
3.039266
0
1001
47.3
3
25.95383146
0.369
0.487205271
8


optimal_loci_224850_G
1237
3.039266
4.37
1132
34.03
3
25.95383146
0.182
0.487280086
8


optimal_loci_224853_G
1022
3.039266
0
4354
41.58
3
25.95383146
0.1
0.487360422
8


optimal_loci_224876_G
1426
2.223714
0
2001
36.53
1
0.408994506
0.159
0.487668022
8


optimal_loci_224881_G
1304
2.381483
29.75
19213
46.7
1
0.408994506
0.245
0.487889462
8


optimal_loci_224895_G
1214
2.54482
6.59
1828
37.8
2
0.549581439
0.389
0.489276153
8


optimal_loci_224918_G
1495
3.091131
0
6439
38.92
2
1.281886243
0.053
0.489490696
8


optimal_loci_225058_G
1511
2.102993
0
2382
55.32
1
0.313186665
0.559
0.4947938
5


optimal_loci_225066_G
1127
2.102993
0
3254
57.94
2
0.156593333
0.869
0.494950906
5


optimal_loci_225100_G
1849
2.758545
0
3078
38.34
4
0.84799914
0.149
0.495628921
6


optimal_loci_225104_G
3860
2.758545
0
2113
32.22
5
0.678399312
0.128
0.495721265
6


optimal_loci_225125_G
1518
2.631829
2.9
19014
54.01
1
0.86977578
0.491
0.497163362
6


optimal_loci_225224_G
1499
2.77795
3.87
2001
42.09
1
16.78556829
0.255
0.499542683
6


optimal_loci_225290_G
1149
0.463586
0
4431
48.38
2
43.10249518
0.556
0.502508161
5


optimal_loci_225308_G
1685
0.418
3.56
7183
41.06
1
21.66047869
0.243
0.503449555
6


optimal_loci_225345_G
1276
0.065843
0
12319
30.32
2
9.341599656
0.117
0.505734669
5


optimal_loci_225348_G
1465
0.065843
36.18
9059
35.35
2
9.341599656
0.099
0.505760438
5


optimal_loci_225369_G
2319
0.065843
0
1419
42.6
2
55.80844435
0.329
0.506742932
6


optimal_loci_225454_G
1232
0.065843
0
5716
50.32
4
5.02915573
0.426
0.510180064
5


optimal_loci_225457_G
1050
0.065843
0
1048
41.04
2
9.961242481
0.234
0.510319775
5


optimal_loci_225516_G
1208
0.065843
25.66
3870
36.83
1
33.20247008
0.074
0.513341801
4


optimal_loci_225529_G
2022
0.065843
12.56
15612
43.71
1
33.20247008
0.351
0.513525859
4


optimal_loci_225804_G
2290
2.884721
9
9128
56.06
1
2.10365983
0.655
0.525286712
5


optimal_loci_225889_G
1088
1.643552
3.12
11368
51.28
1
40.86840993
0.408
0.528162515
5


optimal_loci_225892_G
1725
1.643552
20.81
1001
48.17
2
20.43420496
0.514
0.52824416
5


optimal_loci_225895_G
1001
1.643552
0
1684
54.54
2
20.43420496
0.738
0.52833334
5


optimal_loci_225909_G
1591
1.469469
3.02
2837
40.85
2
10.87661727
0.223
0.52900382
5


optimal_loci_226024_G
1427
0.481531
9.53
1001
37.28
2
48.07012207
0.08
0.535170608
2


optimal_loci_226052_G
1191
0.487305
35.18
1001
31.65
2
1.135094886
0.203
0.537731621
2


optimal_loci_226144_G
1062
1.629687
0
3288
55.27
4
5.381872599
0.736
0.544886868
2


optimal_loci_226145_G
1207
1.625596
0
2001
43.91
4
5.381872599
0.24
0.544896451
2


optimal_loci_226257_G
1237
1.509473
21.42
2001
27.32
3
5.459149182
0
0.550115594
2


optimal_loci_226319_G
1033
0.892405
24.2
16742
44.53
1
15.96118505
0.319
0.553147362
2


optimal_loci_226475_G
1071
1.836965
0
17786
58.54
1
0.597565137
0.714
0.560291777
3


optimal_loci_226509_G
1005
1.733428
0
2901
41.29
3
67.36271486
0.123
0.562903857
8


optimal_loci_226520_G
1304
1.806919
11.04
3909
42.02
1
199.9246891
0.383
0.563119189
11


optimal_loci_226563_G
2238
2.719079
13.76
1924
38.78
1
1.792421626
0.172
0.565343778
10


optimal_loci_226569_G
1487
3.101578
1.88
18923
37.72
1
15.70056926
0.063
0.565826038
10


optimal_loci_226575_G
1155
3.101578
12.81
11081
37.57
1
15.70056926
0.269
0.565894627
10


optimal_loci_226579_G
1271
3.101578
0
3167
40.83
1
15.70056926
0.102
0.56596006
10


optimal_loci_226602_G
2620
3.529489
7.67
17665
41.94
1
4.269577181
0.097
0.567028705
11


optimal_loci_226609_G
1041
3.651855
0
8622
56.19
1
4.269577181
0.731
0.567117834
10


optimal_loci_226613_G
1948
2.572234
19.1
3156
36.24
1
4.269577181
0.075
0.567258569
11


optimal_loci_226614_G
1883
4.490662
29.26
5736
37.01
1
4.269577181
0.155
0.567280218
11


optimal_loci_226704_G
1062
3.392396
0
2634
51.31
1
5.95051182
0.349
0.570550184
6


optimal_loci_226716_G
1158
3.048752
0
4279
35.23
3
1.858679538
0.192
0.571435651
5


optimal_loci_226783_G
2643
1.765624
13.55
1001
37.3
1
19.78335344
0.168
0.57481001
3


optimal_loci_226813_G
2208
0.694809
10.6
9171
35.41
2
1.050887824
0.035
0.576319965
3


optimal_loci_226942_G
1163
0.822236
0
3119
40.24
1
8.044248866
0.232
0.58031116
2


optimal_loci_227153_G
1012
2.226716
27.47
6339
37.15
2
12.24805498
0.018
0.593030742
2


optimal_loci_227223_G
1496
2.740766
29.55
1337
33.02
2
77.11792106
0
0.596334523
3


optimal_loci_227301_G
1111
2.158002
18.9
4028
38.34
4
0.011280381
0.136
0.598498328
3


optimal_loci_227419_G
1054
0.398056
4.36
19973
36.05
1
9.514291578
0.115
0.60245741
3


optimal_loci_227473_G
1053
0.181115
8.64
6357
39.6
2
1.074489447
0.321
0.604824077
2


optimal_loci_227576_G
1043
0.602245
0
12351
36.33
2
4.699313171
0.131
0.609169256
4


optimal_loci_227588_G
1290
0.712866
33.41
15762
35.96
1
8.752694782
0.155
0.609586276
4


optimal_loci_227594_G
1051
0.712866
0
7580
45.09
1
8.752694782
0.146
0.609804662
4


optimal_loci_227627_G
1134
0.882624
0
5799
48.67
3
6.994373578
0.571
0.612316905
6


optimal_loci_227691_G
1137
0.776751
28.76
1001
34.3
2
0.05494062
0.179
0.616161717
4


optimal_loci_227700_G
1996
0.779498
2
18483
37.47
1
0.109881241
0.079
0.616360384
4


optimal_loci_227752_G
1010
0.593751
0
15726
31.68
1
432.8125754
0.225
0.619211107
3


optimal_loci_227900_G
1080
0.527461
8.15
15819
33.79
1
0.404449755
0.133
0.624903732
2


optimal_loci_227958_G
1025
0.554315
0
14939
49.26
1
12.61842458
0.511
0.626726474
3


optimal_loci_228034_G
1138
0.760966
20.04
5461
40.15
1
52.43145173
0.221
0.629484265
3


optimal_loci_228076_G
1065
0.728978
31.83
2001
33.8
2
34.28643058
0.127
0.631378355
2


optimal_loci_228254_G
1195
0.039055
4.6
3600
42.59
1
2.650962291
0.227
0.638439623
2


optimal_loci_228255_G
1070
0.039055
0
2486
41.21
1
2.650962291
0.302
0.63845002
2


optimal_loci_228499_G
1513
2.950468
9.25
1158
38.99
3
1.423393575
0
0.652523291
3


optimal_loci_228586_G
1080
2.582728
0
2568
47.96
2
45.65914798
0.342
0.654988385
4


optimal_loci_228587_G
1547
2.582728
12.73
1001
40.33
2
45.65914798
0.092
0.655002264
4


optimal_loci_228690_G
1186
1.24223
10.54
7738
38.95
1
75.33181312
0.085
0.65913254
6


optimal_loci_228716_G
1299
0.84199
37.88
4409
31.48
1
9.854864108
0.078
0.659811612
5


optimal_loci_228729_G
1167
1.07079
28.36
1108
35.64
2
1.278854241
0.06
0.66065019
5


optimal_loci_228739_G
1378
1.07079
0
1001
37.73
3
3.749661167
0.045
0.66115034
5


optimal_loci_228793_G
1082
1.645138
6.38
13827
37.98
1
16.74057427
0.197
0.663742206
9


optimal_loci_228883_G
1367
2.027838
3.73
2551
42.86
2
4.217154942
0.366
0.666799525
16


optimal_loci_228889_G
1000
2.020849
0
2568
45.4
3
2.914541775
0.337
0.666901057
16


optimal_loci_228893_G
1952
2.023413
0
6644
46.46
3
2.914541775
0.233
0.666935259
17


optimal_loci_228897_G
1137
2.023413
0
7306
36.49
2
3.345449079
0.087
0.666969847
17


optimal_loci_228913_G
2437
2.023413
2.5
7470
38.28
2
1.790991969
0.158
0.66736687
17


optimal_loci_228961_G
1121
2.425929
0
19475
33.8
1
39.40919279
0
0.669332344
20


optimal_loci_228962_G
1062
2.425929
16.85
18268
43.69
1
39.40919279
0.104
0.669342967
20


optimal_loci_228981_G
1505
2.425929
26.38
18161
33.08
1
2.702967553
0.178
0.669788314
20


optimal_loci_228992_G
2761
2.185987
0
8704
45.63
1
155.1021409
0.048
0.670180295
22


optimal_loci_228993_G
1031
2.185987
0
3719
37.92
1
155.1021409
0.122
0.670236641
22


optimal_loci_229002_G
1409
2.160047
0
5086
40.95
2
81.01536318
0.244
0.670327969
22


optimal_loci_229012_G
1068
2.160047
15.26
2552
35.11
1
6.928585514
0.113
0.670488977
22


optimal_loci_229013_G
2205
2.160047
20
4479
48.16
1
6.928585514
0.489
0.670505146
22


optimal_loci_229019_G
1381
2.10108
25.49
14388
33.59
1
6.928585514
0.088
0.670588293
22


optimal_loci_229023_G
3047
2.150331
2.26
4170
43.09
3
58.35385212
0.364
0.670916745
22


optimal_loci_229038_G
1358
1.762754
27.76
1246
30.26
3
58.35385212
0.184
0.671144948
20


optimal_loci_229111_G
1375
1.273318
0
7884
45.96
2
1.545623946
0.573
0.672540039
18


optimal_loci_229113_G
1406
1.273318
36.13
5798
46.15
2
1.545623946
0.352
0.672557283
18


optimal_loci_229145_G
1039
1.051195
17.23
11420
39.17
1
9.691507796
0.363
0.673448775
18


optimal_loci_229150_G
1224
1.051195
0
14311
40.44
1
9.691507796
0.117
0.673473033
18


optimal_loci_229168_G
1359
0.994723
21.19
13296
41.35
1
115.6975645
0.265
0.674048686
15


optimal_loci_229179_G
1234
0.905689
24.96
2766
35.08
3
38.73036295
0
0.67424789
15


optimal_loci_229242_G
1059
0.652724
10.95
2308
46.74
2
10.49882704
0.202
0.676221737
9


optimal_loci_229285_G
1523
1.245046
9
8189
39.92
2
1.145179604
0.301
0.678713213
4


optimal_loci_229296_G
1727
1.218557
16.85
1524
34.45
2
67.72734738
0.143
0.679065537
5


optimal_loci_229339_G
1121
1.259452
26.85
2759
37.46
1
17.860981
0.157
0.681418635
7


optimal_loci_229363_G
1258
1.047668
0
7715
38.71
2
10.78928119
0.161
0.683117357
8


optimal_loci_229369_G
1906
0.943044
0
2021
40.13
4
11.50941021
0.15
0.683602385
7


optimal_loci_229373_G
1363
0.929689
0
6311
35.95
4
11.50941021
0.077
0.683638383
7


optimal_loci_229391_G
1916
0.710116
7.15
3624
42.17
1
2.081962305
0.246
0.68380357
9


optimal_loci_229440_G
1047
1.095806
26.74
1845
41.16
2
1.442502956
0.264
0.686026456
13


optimal_loci_229450_G
1096
1.023215
0
2154
55.56
1
0.373698774
0.585
0.686681941
14


optimal_loci_229482_G
1331
1.370142
2.1
8970
45.37
1
3.008291468
0.195
0.687902077
11


optimal_loci_229483_G
1172
1.370142
34.39
7687
39.41
1
3.008291468
0
0.687914177
11


optimal_loci_229491_G
1013
1.370142
21.72
8237
44.42
1
3.008291468
0.542
0.688068774
10


optimal_loci_229512_G
1200
1.734029
8
7779
39.41
2
11.85831026
0.285
0.688676716
10


optimal_loci_229515_G
1017
1.734029
0
7631
63.02
2
11.85831026
0.62
0.688695679
10


optimal_loci_229553_G
1094
1.559027
24.5
1487
40.67
1
0.508118326
0.342
0.689620711
10


optimal_loci_229557_G
2505
1.559027
0
4266
40.43
1
0.508118326
0.133
0.68969785
10


optimal_loci_229575_G
1503
1.674622
0
2363
49.5
2
58.58343226
0.459
0.69029917
9


optimal_loci_229771_G
1099
0.812511
5.28
6402
38.85
1
2.859923358
0.27
0.695972916
3


optimal_loci_229777_G
1062
0.860129
10.36
1001
50
1
2.859923358
0.474
0.69629468
3


optimal_loci_229827_G
1194
0.681072
0
1377
56.44
2
125.6788602
0.555
0.698153276
3


optimal_loci_230092_G
1162
0.421472
21.51
1751
40.96
3
0.513350889
0.266
0.709563903
1


optimal_loci_230330_G
1039
0.68653
18.38
1123
34.45
1
18.29491493
0.017
0.717171387
3


optimal_loci_230335_G
1107
0.68653
0
19766
38.75
1
18.29491493
0.138
0.717327821
3


optimal_loci_230344_G
1070
0.720396
36.26
6342
36.44
3
12.03301577
0.12
0.717672308
4


optimal_loci_230421_G
3109
1.023387
13.28
2928
33.19
2
3.140970811
0.146
0.721565503
3


optimal_loci_230461_G
1407
0.113708
0
5489
38.09
1
15.97610304
0.261
0.725261231
2


optimal_loci_230703_G
1991
0.246444
0
6518
39.52
3
7.777846902
0.125
0.735616857
4


optimal_loci_230743_G
1988
0.418145
30.68
2841
35.81
1
13.21566398
0.231
0.737432885
5


optimal_loci_230771_G
1028
0.907603
0
2171
38.22
3
48.3803729
0.053
0.738963131
8


optimal_loci_230776_G
1208
0.907603
4.06
9120
50.49
3
48.3803729
0.649
0.73902144
8


optimal_loci_230824_G
1082
0.91202
0
19879
47.5
1
2.605877465
0.376
0.740984992
9


optimal_loci_230850_G
1501
0.918692
15.79
8828
40.9
1
12.93132919
0.249
0.741970548
9


optimal_loci_230857_G
1250
0.89118
0
13337
40.16
2
6.511591859
0.316
0.742209509
9


optimal_loci_230858_G
1533
0.874726
0
2001
35.81
2
0.124279328
0.097
0.742302255
9


optimal_loci_230874_G
1220
0.860197
0
6757
52.21
2
3.275931427
0.496
0.743255011
7


optimal_loci_230893_G
3074
0.860197
4.42
13040
30.25
1
0.281511493
0.079
0.743778966
7


optimal_loci_230971_G
1158
0.692081
11.31
17053
33.93
1
36.16922851
0
0.745566011
6


optimal_loci_231101_G
1033
1.012658
0
1197
41.14
3
11.55387866
0.167
0.751697943
1


optimal_loci_231274_G
1467
0.677667
26.58
5013
34.83
1
140.8965533
0.056
0.757577698
3


optimal_loci_231344_G
1327
0.35688
9.04
4951
41.59
1
0.167258405
0.277
0.759732482
3


optimal_loci_231404_G
1016
0.617115
19.09
2886
41.92
2
31.32155154
0.317
0.761103205
10


optimal_loci_231458_G
1685
0.988191
0
2001
34.59
1
0.416289397
0.216
0.763955924
9


optimal_loci_231460_G
1315
0.988191
0
4772
39.31
1
0.416289397
0
0.763979176
9


optimal_loci_231461_G
1605
1.234587
11.96
6205
34.14
1
0.416289397
0.208
0.7639912
9


optimal_loci_231467_G
1130
1.234587
4.6
15421
40.88
2
0.208144699
0.328
0.764068532
9


optimal_loci_231468_G
1074
1.234587
0
16584
37.43
3
0.138763132
0.299
0.764078291
9


optimal_loci_231479_G
3673
1.11069
20.56
3250
42.25
1
1.616759449
0.279
0.764741664
9


optimal_loci_231493_G
1106
1.086453
0
19607
41.41
1
1.616759449
0.062
0.764974944
9


optimal_loci_231516_G
1052
1.110087
18.63
6305
29.56
1
1.602142575
0.123
0.765481009
8


optimal_loci_231810_G
2544
0.488714
0
2001
47.2
1
14.74467041
0.268
0.774640874
8


optimal_loci_231814_G
2241
0.486225
0
6134
48.81
1
14.74467041
0.439
0.774675555
8


optimal_loci_231838_G
1145
0.429327
0
14971
44.89
1
9.111969425
0.164
0.775505582
8


optimal_loci_231867_G
3470
0.41475
0.92
3153
51.52
2
9.445461191
0.502
0.7766334
10


optimal_loci_231899_G
1170
0.325857
0
2001
44.27
2
6.37510008
0.538
0.778318226
10


optimal_loci_231904_G
1016
0.311866
27.46
4294
43.3
2
6.37510008
0.144
0.778405317
10


optimal_loci_231905_G
1327
0.311866
9.57
5343
37.75
3
14.96918666
0.17
0.778414119
10


optimal_loci_231906_G
1410
0.311866
0
6857
37.73
3
14.96918666
0.173
0.778426823
10


optimal_loci_231928_G
1018
0.243574
0
15847
34.18
2
0.47555532
0.231
0.779756556
7


optimal_loci_231942_G
1365
0.228922
28.57
6483
33.77
2
0.47555532
0.104
0.780011434
7


optimal_loci_232108_G
2124
0.896254
0
4086
56.21
2
3.21734985
0.653
0.788560195
3


optimal_loci_232110_G
1118
0.896254
6.53
2492
45.61
2
3.21734985
0.149
0.788582011
3


optimal_loci_232111_G
1338
0.896254
2.69
1009
46.93
2
3.21734985
0.404
0.788592609
3


optimal_loci_232205_G
1064
0.945317
21.33
5155
32.51
2
8.287255535
0.075
0.794315284
5


optimal_loci_232213_G
1156
1.001518
0
3333
47.66
2
8.287255535
0.37
0.794397004
5


optimal_loci_232219_G
1273
1.038575
30.01
5317
55.69
2
18.63705674
0.528
0.794620374
5


optimal_loci_232222_G
1552
1.038575
6.19
2832
42.07
2
18.63705674
0.191
0.794638885
5


optimal_loci_232228_G
3903
1.038575
0
2038
47.19
2
10.3498012
0.428
0.794798248
5


optimal_loci_232295_G
1269
1.64904
4.26
15992
41.6
1
24.30086711
0.411
0.79927057
6


optimal_loci_232305_G
1104
1.673739
0
5383
49.81
1
24.30086711
0.457
0.79952278
6


optimal_loci_232309_G
1533
1.689151
13.18
16993
60.66
1
24.30086711
0.634
0.7996202
6


optimal_loci_232310_G
1940
1.686067
0
3881
53.04
3
24.51393127
0.44
0.799757201
6


optimal_loci_232311_G
1194
1.687071
2.93
2544
45.05
3
24.51393127
0.342
0.79977468
6


optimal_loci_232349_G
1294
1.697732
21.1
3983
48.68
1
7.65210147
0.364
0.801631757
6


optimal_loci_232479_G
1313
0.653235
19.57
4155
41.05
1
103.771479
0.195
0.806491737
9


optimal_loci_232484_G
3417
0.712642
0
1001
57.71
1
103.771479
0.601
0.806567534
9


optimal_loci_232487_G
1653
0.712642
4.96
5993
30.67
1
103.771479
0.056
0.806609422
9


optimal_loci_232496_G
2020
0.033676
2.52
5654
43.51
3
43.40600436
0.253
0.807331918
9


optimal_loci_232497_G
2215
0.033676
0
3055
57.38
3
43.40600436
0.562
0.80735209
9


optimal_loci_232501_G
2618
1.798423
7.14
2947
45.53
3
43.40600436
0.432
0.807527539
9


optimal_loci_232524_G
1089
1.849275
9.83
2262
60.23
1
9.782199535
0.737
0.808986024
10


optimal_loci_232533_G
1307
1.849275
36.34
11888
40.78
1
38.86005017
0.262
0.809312319
10


optimal_loci_232553_G
1254
1.679326
0
1960
32.45
2
0.644938728
0.162
0.810330995
16


optimal_loci_232648_G
1652
1.886485
0
5009
38.19
1
13.28750756
0.043
0.812643548
13


optimal_loci_232692_G
1356
1.460138
16.22
5173
59.29
1
7.828503886
0.687
0.814081575
11


optimal_loci_232698_G
1266
1.460138
0
1001
53.94
2
3.914251943
0.484
0.814117338
11


optimal_loci_232704_G
1574
1.460138
39.58
5469
46.63
2
3.914251943
0.264
0.814199352
12


optimal_loci_232705_G
1210
1.460138
20.66
7113
46.94
2
3.914251943
0.375
0.814213147
12


optimal_loci_232707_G
1083
1.460138
0
6531
51.33
2
3.914251943
0.45
0.814226766
12


optimal_loci_232717_G
1000
1.460138
0
6779
56.5
2
5.103640951
0.561
0.814366376
12


optimal_loci_232729_G
1183
1.196185
4.48
2080
37.27
5
22.1823947
0.184
0.815734003
13


optimal_loci_232742_G
1044
1.448353
4.6
16143
40.42
1
0.112829814
0.062
0.816068353
13


optimal_loci_232755_G
2316
1.310768
34.24
1001
46.67
1
6.512280237
0.36
0.816513491
13


optimal_loci_232797_G
1129
2.07316
0
10022
41.89
1
0.602826613
0.326
0.81833958
14


optimal_loci_232831_G
1003
1.988382
0
8851
58.22
3
12.63394502
0.65
0.8196178
11


optimal_loci_232833_G
1671
1.988382
0
5508
37.34
3
12.63394502
0.224
0.819640246
11


optimal_loci_232874_G
1260
2.247733
8.25
2711
49.68
3
6.717555758
0.557
0.821258807
10


optimal_loci_232881_G
1205
2.247733
25.06
3918
46.55
4
24.92175329
0.362
0.821415225
10


optimal_loci_232885_G
1423
2.247733
0
4089
50.8
5
21.56526941
0.483
0.821447338
10


optimal_loci_232894_G
1050
2.247733
12.95
2431
47.8
1
35.29572647
0.294
0.822051948
10


optimal_loci_232941_G
1452
2.787325
7.99
2815
48.2
2
1.547534017
0.577
0.823151026
9


optimal_loci_233008_G
1007
1.717089
0
3171
42.2
2
29.8939863
0.276
0.824344949
8


optimal_loci_233009_G
1504
1.717089
17.82
1500
33.51
2
29.8939863
0.187
0.824354801
8


optimal_loci_233102_G
1937
0.864426
35.93
15901
40.68
1
101.7037193
0.31
0.827439961
12


optimal_loci_233119_G
1320
1.055431
4.92
1001
42.34
1
1.287526593
0.418
0.82882348
14


optimal_loci_233121_G
3784
1.008978
0
3016
53.46
1
1.287526593
0.534
0.828889132
14


optimal_loci_233124_G
1210
1.005312
9.5
8590
40.16
1
1.287526593
0.164
0.828935904
14


optimal_loci_233131_G
1345
1.005312
10.26
14809
36.8
1
11.68945318
0.162
0.829130694
14


optimal_loci_233136_G
1180
1.005312
14.41
11411
41.27
2
6.222539747
0.228
0.829160591
14


optimal_loci_233177_G
1406
0.981014
36.27
5883
36.41
3
7.529719901
0.135
0.830296171
21


optimal_loci_233178_G
1930
0.981014
17.62
4523
43.41
3
7.529719901
0.228
0.830324088
21


optimal_loci_233180_G
1240
0.981014
4.44
2592
35.88
3
7.529719901
0.115
0.830346081
21


optimal_loci_233209_G
1392
0.897982
0
7363
38.36
2
9.5145538
0.01
0.83137001
21


optimal_loci_233217_G
1600
0.831696
0
2719
49.18
1
0.262948665
0.471
0.831722879
22


optimal_loci_233219_G
1305
0.831696
0
1001
47.73
1
0.262948665
0.357
0.831779544
22


optimal_loci_233220_G
2035
0.831696
0
2391
47.22
1
0.262948665
0.439
0.831791208
22


optimal_loci_233222_G
1077
0.831696
5.48
5793
39.27
1
0.262948665
0.231
0.831819754
22


optimal_loci_233278_G
1311
0.471979
10.22
7659
36.23
1
11.65064391
0.148
0.833398449
20


optimal_loci_233283_G
1398
0.471979
36.98
3013
32.18
1
11.65064391
0.154
0.833436704
20


optimal_loci_233284_G
1423
0.486864
9.77
1001
48.98
1
11.65064391
0.516
0.833492614
20


optimal_loci_233286_G
1734
0.483016
10.84
3174
36.96
2
19.92061403
0.115
0.833510848
20


optimal_loci_233287_G
1245
0.483016
0
4941
40.48
2
19.92061403
0.209
0.833525675
20


optimal_loci_233300_G
1061
0.478229
13.38
14394
38.92
1
28.19058416
0.138
0.833810879
20


optimal_loci_233306_G
2339
0.478229
16.59
19485
37.58
1
28.19058416
0.119
0.833853598
20


optimal_loci_233355_G
2687
0.411751
7.44
4009
40.04
2
2.607652332
0.145
0.835614245
17


optimal_loci_233357_G
1247
0.396617
0
3411
52.68
1
0.212135613
0.411
0.835732542
17


optimal_loci_233379_G
2391
0.36625
10.08
3280
53.24
2
6.431751019
0.505
0.836403307
13


optimal_loci_233381_G
1626
0.36625
0
2721
39.6
2
6.431751019
0.214
0.836444549
13


optimal_loci_233395_G
1312
0.36625
14.41
12715
37.57
2
1.798330521
0.086
0.836593617
13


optimal_loci_233460_G
1341
0.37417
39.15
1001
41.01
2
4.001725411
0.288
0.838600408
8


optimal_loci_233530_G
1704
1.344638
1.7
2001
55.63
2
6.911478239
0.498
0.841599333
5


optimal_loci_233536_G
1076
1.344638
0
1001
51.3
2
6.911478239
0.436
0.841642127
5


optimal_loci_233584_G
1343
2.227047
26.21
4916
50.7
3
11.8787113
0.386
0.844954501
8


optimal_loci_233593_G
2198
2.214344
19.15
1386
43.08
5
5.575389923
0.191
0.84537966
8


optimal_loci_233629_G
1526
2.358001
0
4365
53.73
1
9.209169364
0.533
0.846121682
6


optimal_loci_233633_G
1430
2.358001
0
1001
56.08
1
9.209169364
0.556
0.846150715
6


optimal_loci_233639_G
1328
2.525553
0
2001
36.67
3
17.03228385
0.195
0.846523731
6


optimal_loci_233659_G
1671
2.078198
9.16
1001
48.83
1
5.367075729
0.516
0.847824389
6


optimal_loci_233740_G
1081
1.802393
0
2001
37.28
4
4.298133362
0.165
0.852171499
4


optimal_loci_233741_G
1607
1.802393
20.6
1001
51.58
4
2.172738473
0.472
0.852250224
4


optimal_loci_233766_G
1281
3.174946
10.93
1218
39.42
6
1.379977511
0.199
0.854040693
4


optimal_loci_233813_G
2306
3.145526
11.06
12792
45.7
1
0.161054632
0.311
0.856368333
7


optimal_loci_233864_G
1085
2.742415
0
2134
40.36
3
1.684737873
0
0.858338723
4


optimal_loci_233867_G
1860
2.759589
4.09
2001
48.7
5
1.010842724
0.391
0.858463196
4


optimal_loci_233896_G
1919
2.793442
1.56
4272
41.47
4
1.606439695
0.11
0.86009223
5


optimal_loci_233982_G
1145
1.236147
0
7214
40.52
3
0.241477259
0.018
0.863626212
9


optimal_loci_234041_G
1805
2.521089
6.98
4019
36.45
3
0.543590947
0.12
0.865886429
12


optimal_loci_234042_G
1091
2.521089
0
3406
50.87
3
0.543590947
0.636
0.865904873
12


optimal_loci_234047_G
1095
2.521089
0
3108
51.14
4
0.40769321
0.637
0.86597759
12


optimal_loci_234050_G
1168
2.521089
0
4447
53.85
5
0.326154568
0.434
0.866011809
12


optimal_loci_234051_G
1290
2.521089
15.5
3099
40.93
4
0.40769321
0.085
0.866022096
12


optimal_loci_234055_G
1126
2.521089
15.54
1422
41.91
6
0.271795473
0.192
0.866095073
12


optimal_loci_234070_G
1955
2.618862
0
4718
48.84
4
4.077873869
0.418
0.866565611
13


optimal_loci_234175_G
1750
2.915371
36
5676
37.14
1
1.143284298
0.082
0.869448412
20


optimal_loci_234187_G
1952
2.809952
6.97
9238
50.71
1
0.156630814
0.422
0.869773969
21


optimal_loci_234188_G
1918
2.809952
2.87
7243
48.33
1
0.156630814
0.577
0.869790994
21


optimal_loci_234196_G
1385
2.809952
7.8
1254
34.44
1
0.156630814
0.164
0.869845721
22


optimal_loci_234240_G
1242
2.315237
0
10488
48.95
2
16.45440651
0.485
0.870761128
16


optimal_loci_234254_G
2197
2.315237
10.15
1586
42.83
2
16.02072062
0.174
0.870950883
15


optimal_loci_234257_G
1903
2.315237
0
2001
36.88
2
16.02072062
0.335
0.871035281
15


optimal_loci_234265_G
1215
2.315237
0
5893
44.27
1
0.698189479
0.3
0.871297183
17


optimal_loci_234266_G
3404
2.315237
20.18
2276
34.45
1
0.698189479
0.087
0.871309165
17


optimal_loci_234269_G
1067
2.315237
34.49
1319
43.95
1
0.698189479
0.347
0.871381597
17


optimal_loci_234322_G
1538
2.315237
0
2177
34
2
0.190380394
0.093
0.873361041
17


optimal_loci_234323_G
2499
2.315237
0
3789
39.89
2
0.190380394
0.108
0.873374567
17


optimal_loci_234327_G
1026
2.315237
0
8214
35.28
2
0.190380394
0.074
0.873411698
17


optimal_loci_234340_G
1122
1.152369
6.95
2422
52.04
2
8.95580787
0.443
0.873805491
16


optimal_loci_234358_G
2230
1.15166
10.45
2464
45.2
3
2.018706625
0.327
0.874010812
14


optimal_loci_234379_G
1147
0.86336
6.89
2680
50.91
5
15.73350992
0.482
0.87540033
11


optimal_loci_234382_G
1039
0.86336
33.01
2691
47.64
5
15.73350992
0.514
0.875416064
11


optimal_loci_234483_G
2057
6.017833
0
2498
48.27
3
0.258847374
0.451
0.879107496
8


optimal_loci_234495_G
2537
6.017833
15.06
2001
42.84
1
0.460081012
0.165
0.87968486
6


optimal_loci_234535_G
1339
3.141935
0
2149
36.22
3
0.036674632
0.071
0.880962995
9


optimal_loci_234536_G
1080
3.315269
0
1196
54.81
2
3.146257007
0.473
0.881588298
9


optimal_loci_234555_G
1444
3.874232
7.27
3620
43.28
2
9.9227671
0.261
0.882251687
9


optimal_loci_234568_G
1522
3.892196
5.52
8689
45.46
3
18.49741958
0.229
0.882735122
9


optimal_loci_234611_G
1110
3.575748
0
15273
32.34
2
7.009157887
0
0.884708558
7


optimal_loci_234615_G
3144
3.575748
10.11
9542
41.44
3
6.807010869
0.3
0.88473958
7


optimal_loci_234616_G
1297
1.829649
0
2280
44.94
4
8.848617147
0.198
0.884816014
7


optimal_loci_234749_G
1021
1.425687
29.58
9910
38
1
3.071564224
0.083
0.889894565
6


optimal_loci_234817_G
1194
3.324183
4.02
3681
55.19
4
6.092819488
0.603
0.892747595
10


optimal_loci_234819_G
2006
3.324183
1.94
1296
42.27
5
4.874255591
0.305
0.892760794
10


optimal_loci_234828_G
1076
3.324183
15.15
3983
43.68
3
6.023422377
0.29
0.892895731
10


optimal_loci_234857_G
1541
2.893711
10.19
2001
49.31
4
35.50989733
0.3
0.893875656
10


optimal_loci_234858_G
1419
2.893711
5.99
2624
36.78
4
35.50989733
0.01
0.893891482
10


optimal_loci_234881_G
1532
3.689452
12.14
4414
42.42
2
2.304003097
0.18
0.895216893
10


optimal_loci_234892_G
1156
4.466723
0
2298
39.1
8
6.11217481
0.167
0.89580686
10


optimal_loci_234906_G
2395
4.466723
9.14
6913
53.06
2
35.82548005
0.544
0.896490732
10


optimal_loci_234908_G
1120
4.466723
17.68
10005
53.66
2
35.82548005
0.577
0.896516678
10


optimal_loci_234981_G
1031
2.622481
2.91
5610
42.87
3
0.087587551
0.184
0.899110205
5


optimal_loci_235141_G
1206
2.756633
16.92
14229
30.51
2
49.19475712
0.185
0.904550268
4


optimal_loci_235172_G
1069
4.137844
0
1001
38.16
1
5.89244858
0.09
0.906078215
6


optimal_loci_235216_G
3596
5.621854
2.31
6791
48.05
2
29.60531011
0.497
0.908673051
9


optimal_loci_235220_G
1565
5.621854
0
12215
61.27
2
29.60531011
0.781
0.908718565
9


optimal_loci_235232_G
1494
5.835868
17.6
7157
50.06
2
43.98984169
0.315
0.909544439
8


optimal_loci_235233_G
1313
5.835868
10.89
5811
42.19
2
43.98984169
0.165
0.909557252
8


optimal_loci_235251_G
1150
3.083865
12.7
7879
54.6
4
10.12834419
0.464
0.910338787
7


optimal_loci_235293_G
1343
3.428667
0
3717
52.79
3
24.7504777
0.422
0.911626002
7


optimal_loci_235294_G
1174
3.428667
0
2150
37.22
2
37.12571655
0.122
0.911640569
7


optimal_loci_235393_G
1466
3.230614
6.62
7445
58.59
3
3.839368533
0.651
0.916463159
8


optimal_loci_235394_G
1572
3.230614
0
9055
37.34
3
3.839368533
0.192
0.916476668
8


optimal_loci_235397_G
1344
3.230614
0
12114
46.94
2
0.11815611
0.353
0.916502337
8


optimal_loci_235409_G
1273
3.227189
0
13728
56.24
2
3.693697385
0.659
0.916573745
8


optimal_loci_235416_G
2339
3.227189
0
3583
40.53
4
2.766565678
0.505
0.916649927
8


optimal_loci_235467_G
1434
3.475659
18.9
1344
30.54
2
18.58522069
0.154
0.918219225
10


optimal_loci_235522_G
1030
3.451978
5.24
5037
47.28
2
21.98076889
0.319
0.920431773
11


optimal_loci_235525_G
1044
3.451978
0
7528
44.82
3
14.65384593
0.296
0.920452675
11


optimal_loci_235544_G
1018
4.712294
32.61
1292
38.7
2
39.02081559
0.127
0.92156387
6


optimal_loci_235546_G
1685
4.718129
1.72
2875
56.26
2
39.02081559
0.495
0.921577153
6


optimal_loci_235589_G
1302
5.175714
2.76
6533
46.08
2
2.667798716
0.179
0.924500433
5


optimal_loci_235792_G
1645
4.244915
14.35
1001
43.16
1
14.37370625
0.445
0.934377508
5


optimal_loci_235800_G
1556
4.835822
15.23
15532
39.65
1
14.37370625
0.37
0.934499439
5


optimal_loci_235815_G
1273
4.337274
0
1001
45.95
6
8.338401395
0.183
0.935326303
5


optimal_loci_235821_G
1205
4.337274
0
4529
57.26
5
10.00608167
0.614
0.935366924
5


optimal_loci_235855_G
1106
4.629696
0
8683
37.07
2
14.54115726
0
0.935881582
5


optimal_loci_235932_G
3137
8.032571
0
4432
50.33
3
33.30088751
0.517
0.940652138
11


optimal_loci_235933_G
2251
8.03694
2
2001
52.15
4
25.66610937
0.413
0.940679972
11


optimal_loci_235934_G
1367
8.127006
0
1001
54.57
5
19.56698701
0.609
0.940968775
12


optimal_loci_235935_G
1756
8.208402
32.46
3260
33.37
4
5.106768777
0.174
0.941028562
12


optimal_loci_235941_G
1198
8.208402
2.42
1730
55.75
3
5.88843338
0.731
0.941080251
12


optimal_loci_235948_G
3027
9.377189
0
4460
57.28
2
7.50084563
0.541
0.941155888
12


optimal_loci_235977_G
1895
9.534027
9.76
2777
40.89
2
43.25789239
0.287
0.942332164
14


optimal_loci_236016_G
1055
11.269247
27.2
1835
42.36
3
9.012274496
0.211
0.943793897
14


optimal_loci_236036_G
1098
9.793157
0
3450
44.89
5
32.72634858
0.26
0.94455458
16


optimal_loci_236038_G
1154
9.793157
0
2001
61.09
5
32.72634858
0.59
0.944566269
16


optimal_loci_236039_G
1307
9.793157
0
1001
44.37
3
50.70468857
0.483
0.944615088
16


optimal_loci_236049_G
1691
6.825543
12.66
6993
40.56
3
49.1918572
0.211
0.945127011
15


optimal_loci_236051_G
1731
6.775047
0
1308
42.05
6
9.816936084
0.407
0.945491678
11


optimal_loci_236070_G
1086
6.234291
38.4
2237
51.47
3
0.370955017
0.386
0.946005899
11


optimal_loci_236098_G
1894
6.838091
18.8
5866
47.72
4
41.78507046
0.502
0.948174562
9


optimal_loci_236100_G
1751
6.838091
0
2478
52.02
5
35.14605379
0.488
0.948204191
9


optimal_loci_236118_G
2082
5.779896
2.98
1001
54.13
2
4.273612617
0.575
0.949034487
6


optimal_loci_236220_G
1096
5.154946
0
2001
58.02
2
0.027827405
0.695
0.953784444
3


optimal_loci_236255_G
1167
6.483136
0
3332
38.38
2
1.758656551
0.082
0.955877268
5


optimal_loci_236258_G
1472
6.516435
0
4047
60.59
2
1.758656551
0.597
0.95596514
5


optimal_loci_236349_G
1459
8.504187
0
19669
46.26
1
51.24283922
0.287
0.958957277
9


optimal_loci_236364_G
1129
8.328181
0
4723
52.87
2
2.236316736
0.652
0.959231161
12


optimal_loci_236378_G
2372
8.9058
1.64
2001
36.38
3
10.0368677
0.205
0.960718117
11


optimal_loci_236380_G
1562
8.9058
3.27
2465
53.58
3
11.48054888
0.58
0.960851946
12


optimal_loci_236381_G
1298
8.9058
0
4060
55.39
3
11.48054888
0.45
0.96086533
12


optimal_loci_236382_G
1626
8.9058
0
4614
56.39
4
9.997335015
0.498
0.960890713
12


optimal_loci_236404_G
1295
7.627151
0
1475
47.1
6
23.60960396
0.355
0.961228529
12


optimal_loci_236448_G
2732
6.824329
1.13
8667
53.66
3
1.946068277
0.487
0.963197761
15


optimal_loci_236451_G
1505
6.824329
0
6161
52.89
3
1.946068277
0.43
0.963229085
15


optimal_loci_236455_G
1037
6.824329
0
2841
52.36
4
1.459551208
0.418
0.96326087
15


optimal_loci_236472_G
3474
6.374364
2.62
12938
56.73
3
3.876670344
0.501
0.963857039
14


optimal_loci_236486_G
1091
6.197435
17.23
1001
32.53
3
23.2954489
0.056
0.964935492
13


optimal_loci_236506_G
1228
5.832465
0
1001
35.34
3
9.923443437
0.286
0.966134568
11


optimal_loci_236509_G
1131
5.832465
27.59
6642
41.37
4
11.34235243
0.304
0.966181902
11


optimal_loci_236517_G
1100
5.794235
0
1001
39.72
2
14.54559463
0.378
0.966315781
11


optimal_loci_236523_G
1441
6.216131
5.9
2001
56.69
2
0.474660884
0.271
0.966673467
11


optimal_loci_236586_G
1084
6.114044
0
1598
51.01
4
0.129348208
0.466
0.969385082
7


optimal_loci_236597_G
1061
6.043179
0
3935
60.6
6
0.007265265
0.733
0.969627207
7


optimal_loci_236662_G
1295
6.280983
0
1001
49.57
3
33.14505773
0.51
0.973160022
8


optimal_loci_236675_G
1868
5.501157
9.85
3402
55.08
3
9.005356596
0.618
0.973923903
6


optimal_loci_236680_G
1041
5.160877
0
1001
39.86
3
9.005356596
0.355
0.973993238
6


optimal_loci_236682_G
1048
5.160877
16.22
2308
42.55
2
0.366060029
0.268
0.974041042
6


optimal_loci_236698_G
1526
4.983118
10.29
2354
36.1
6
29.93221135
0.055
0.974913428
8


optimal_loci_236715_G
1295
4.983118
5.95
3120
38.45
3
14.07626181
0.071
0.975417521
8


optimal_loci_236774_G
1364
2.756259
8.65
1822
46.26
2
1.968824735
0.391
0.978639456
7


optimal_loci_236777_G
2203
2.756259
2.02
2766
52.7
2
1.968824735
0.307
0.978658185
7


optimal_loci_236817_G
1811
11.690497
6.24
1766
43.4
5
28.96934848
0.271
0.980826353
5


optimal_loci_236820_G
1684
11.690497
0
2028
37.41
5
28.96934848
0.198
0.980859632
5


optimal_loci_236832_G
3692
11.690497
0
1355
43.82
3
1.848282677
0.302
0.981455616
7


optimal_loci_236900_G
2222
0.712458
34.02
2567
47.56
2
20.90668025
0.407
0.985196127
5


optimal_loci_236917_G
1079
0.684125
10.29
2089
35.68
2
20.90668025
0.195
0.985333195
5


optimal_loci_236953_G
1840
0.388682
10.49
4167
46.57
2
0.945815294
0.391
0.98710903
6


optimal_loci_236965_G
1714
0.349876
28.76
1629
38.09
4
11.01467271
0.222
0.987619207
6


optimal_loci_237011_G
1286
0.286774
39.04
8774
34.75
3
13.03805185
0
0.989719147
4


optimal_loci_237012_G
1884
0.286774
34.55
6745
32.59
3
13.03805185
0.121
0.989731155
4


optimal_loci_237323_G
1091
1.867798
0
5864
48.76
1
0.265629199
0.481
0.986821392
3


optimal_loci_237329_G
1252
1.76457
4.71
1001
27.47
1
0.265629199
0.213
0.986732326
3


optimal_loci_237332_G
2332
1.753805
0
5484
38.89
1
0.265629199
0.208
0.986550714
3


optimal_loci_237414_G
1271
1.56487
0
1510
37.68
2
0.676662174
0.179
0.971200824
2


optimal_loci_237488_G
1432
0.86848
28.7
2044
41.96
2
7.602518905
0.133
0.963541337
2


optimal_loci_237627_G
1633
1.447731
11.08
4151
38.33
3
6.309054669
0.219
0.951704359
3


optimal_loci_237682_G
1056
2.272642
0
2001
39.96
2
0.307841229
0.13
0.946657839
9


optimal_loci_237697_G
1480
2.503832
0
2001
42.43
3
6.20772626
0.189
0.945589963
9


optimal_loci_237727_G
1226
2.58698
0
1001
42.25
2
18.42423693
0.299
0.941947784
11


optimal_loci_237728_G
1987
2.581097
7.25
2477
44.18
3
16.14521133
0.419
0.941906813
11


optimal_loci_237729_G
1439
2.581097
7.86
4646
51.42
3
16.14521133
0.616
0.941877125
12


optimal_loci_237734_G
1393
2.581097
36.83
5991
45.51
3
16.14521133
0.368
0.941802308
12


optimal_loci_237735_G
1361
2.581097
0
4546
46.21
3
16.14521133
0.244
0.941775842
12


optimal_loci_237768_G
1330
2.720456
0
11057
33.53
1
1.185631488
0
0.938133388
13


optimal_loci_237793_G
1368
2.653943
0
6562
41.95
1
22.29840546
0.258
0.936315568
11


optimal_loci_237799_G
1582
2.653943
10.56
1001
36.59
1
22.29840546
0.071
0.936128645
11


optimal_loci_237867_G
1154
3.921311
0
3891
37.17
1
38.37641797
0.115
0.932952253
13


optimal_loci_237871_G
1593
3.069063
9.92
1001
48.02
1
38.37641797
0.429
0.932720073
11


optimal_loci_237912_G
1148
4.99331
37.89
2017
47.64
3
1.029288094
0.446
0.929095586
9


optimal_loci_237950_G
2468
1.995311
1.18
2530
44.08
1
10.78613988
0.309
0.926086245
6


optimal_loci_237959_G
1017
1.995311
4.03
9780
51.03
2
5.338302969
0.619
0.925505238
6


optimal_loci_237975_G
1564
2.029543
13.62
2621
33.63
2
20.20641309
0.126
0.922022289
6


optimal_loci_238023_G
1055
0.182944
0
10018
40.66
1
0.29222959
0.204
0.916246337
5


optimal_loci_238024_G
1477
0.182944
0
1192
48.88
1
0.29222959
0.656
0.915992601
5


optimal_loci_238071_G
1836
7.151505
12.25
2484
40.68
2
15.19423851
0.231
0.9114787
8


optimal_loci_238100_G
1482
8.198409
0
1001
52.76
2
3.90964965
0.468
0.910243443
8


optimal_loci_238128_G
1055
7.352549
10.52
3499
39.33
3
38.0251897
0.329
0.90559641
8


optimal_loci_238164_G
1042
7.352549
12.28
10828
38.86
1
50.96586211
0.117
0.903633187
8


optimal_loci_238171_G
2169
7.352549
14.52
1487
40.94
1
50.96586211
0.295
0.903462106
8


optimal_loci_238186_G
1061
6.872562
0
3015
52.4
3
3.555449872
0.562
0.90246511
8


optimal_loci_238232_G
8267
7.796719
15.19
18180
31.3
1
56.96225817
0.162
0.899308223
8


optimal_loci_238241_G
1356
7.796719
0
4826
38.42
4
30.0717534
0.038
0.898654267
8


optimal_loci_238349_G
1111
5.363033
0
6428
45
1
7.540472236
0.357
0.890663571
5


optimal_loci_238350_G
1163
5.363033
0
5181
52.79
1
7.540472236
0.598
0.890640733
5


optimal_loci_238375_G
1107
4.161429
0
1001
57.54
2
15.5194822
0.801
0.884510476
3


optimal_loci_238472_G
1299
1.032715
3.16
1001
42.18
2
3.461394478
0.361
0.873234505
2


optimal_loci_238496_G
1246
1.808467
14.77
2887
38.2
1
2.342062349
0.107
0.871564542
2


optimal_loci_238665_G
1307
1.56546
0
1158
37.41
2
3.664403858
0.305
0.84684467
1


optimal_loci_238754_G
1195
4.737437
12.38
2748
37.65
1
12.03486097
0.02
0.836530073
5


optimal_loci_238755_G
1099
4.953374
0
1437
40.12
1
12.03486097
0.373
0.836506062
5


optimal_loci_238758_G
1904
4.953374
17.96
2490
38.39
1
12.03486097
0.3
0.836356062
5


optimal_loci_238819_G
1056
4.586489
32.01
1714
49.9
1
8.347436938
0.321
0.830521245
6


optimal_loci_238821_G
1674
4.586489
26.7
8230
46.77
1
8.347436938
0.434
0.830205092
6


optimal_loci_238863_G
1584
5.015371
33.96
3101
38.44
1
8.622610041
0.164
0.82418315
3


optimal_loci_238948_G
3408
1.723582
28.29
2375
32.86
1
13.16741202
0.131
0.813862234
4


optimal_loci_238965_G
1317
1.723582
0
13823
40.24
1
13.16741202
0.134
0.813519744
4


optimal_loci_239023_G
1354
0.830904
18.83
5715
39.51
2
1.182472579
0.14
0.80689989
6


optimal_loci_239030_G
1474
0.851701
0
2181
40.29
3
2.279848906
0.129
0.806687253
6


optimal_loci_239044_G
1039
1.064792
5.2
2608
44.56
1
18.68971353
0.319
0.804184963
4


optimal_loci_239096_G
1479
1.452708
0
16142
58.14
1
210.3457443
0.606
0.798729799
4


optimal_loci_239188_G
1027
0.214013
0
2137
40.89
1
22.10912462
0.258
0.786183242
2


optimal_loci_239193_G
1335
0.214013
0
5089
36.25
1
22.10912462
0.287
0.786123535
2


optimal_loci_239347_G
1341
0.966047
36.99
15862
34.37
1
1.192940787
0.186
0.771854762
1


optimal_loci_239613_G
2785
1.311004
21.9
2495
35.47
2
16.21180011
0.153
0.744217363
3


optimal_loci_239618_G
1074
1.311004
0
1168
35.75
1
27.32460569
0.216
0.743899377
3


optimal_loci_239625_G
1265
1.311004
0
7449
40.79
2
13.66230285
0.111
0.743780842
3


optimal_loci_239863_G
1744
0.696661
3.61
5139
42.94
1
27.76303224
0.365
0.725287619
3


optimal_loci_239881_G
1350
0.642382
0
19248
39.48
1
4.819363941
0.18
0.724265147
3


optimal_loci_239968_G
2125
0.951654
24.52
1001
44.42
3
10.66907216
0.28
0.716686264
5


optimal_loci_240012_G
1247
0.865346
19.41
15739
34.48
1
0.028576965
0.145
0.712851667
3


optimal_loci_240014_G
1704
0.865346
37.32
17583
35.03
1
0.028576965
0.252
0.712809524
3


optimal_loci_240136_G
1072
0.333696
0
2183
43.09
2
0.213663782
0.091
0.703487271
1


optimal_loci_240290_G
1571
0.581251
8.34
12073
36.09
1
22.62691296
0.073
0.684206319
9


optimal_loci_240293_G
1095
0.581251
0
8189
36.71
1
22.62691296
0.297
0.684135183
9


optimal_loci_240298_G
1070
0.544182
12.9
1001
38.41
1
22.62691296
0.246
0.683926777
9


optimal_loci_240299_G
1114
0.544182
0
16408
40.12
2
37.42998125
0
0.683643791
9


optimal_loci_240342_G
1051
0.425238
12.56
10922
48.62
2
40.72428502
0.448
0.679612454
9


optimal_loci_240394_G
1023
0.275766
9.48
4512
40.17
1
17.32849652
0.21
0.675959835
9


optimal_loci_240396_G
1940
0.275766
7.99
1810
41.23
2
8.664248258
0.326
0.675910348
9


optimal_loci_240399_G
1478
0.275766
28.69
1001
35.31
2
8.664248258
0.192
0.67552663
9


optimal_loci_240402_G
1245
0.275766
30.12
3131
36.94
2
8.664248258
0.028
0.675491886
9


optimal_loci_240602_G
1335
0.269813
12.96
5607
45.61
2
1.811099366
0.277
0.662339231
2


optimal_loci_240632_G
1707
0.631504
3.57
2439
46.92
2
10.90183562
0.373
0.658911136
2


optimal_loci_240729_G
1497
0.465549
12.36
1417
35.87
2
0.273189636
0.257
0.645458553
2


optimal_loci_240735_G
1182
0.465549
12.77
6942
36.71
2
0.273189636
0.144
0.645363132
2


optimal_loci_240876_G
1288
0.271511
26.55
1791
31.36
1
12.63473843
0.263
0.629126941
3


optimal_loci_241003_G
1512
0.240366
8.07
9440
34.19
1
1.349989385
0.102
0.620447326
4


optimal_loci_241008_G
1057
0.240366
27.44
13417
37.93
1
1.349989385
0.246
0.620382821
4


optimal_loci_241104_G
1671
0.570313
0
3136
36.5
4
5.084757628
0.158
0.612975311
4


optimal_loci_241171_G
1001
0.482155
0
2001
45.35
2
1.195896152
0.449
0.605913535
4


optimal_loci_241230_G
1214
0.366645
15.57
1001
37.97
1
9.259766043
0.189
0.600769945
3


optimal_loci_241284_G
1970
0.013371
5.18
2001
36.59
1
4.265386025
0.18
0.597026172
3


optimal_loci_242236_G
1067
0.633814
23.9
16083
37.58
1
18.37321293
0.074
0.492696355
1


optimal_loci_242556_G
2612
0.042361
0
2628
39.2
4
0.035363185
0.122
0.458798626
1


optimal_loci_242675_G
1105
0.254837
9.5
1215
51.13
2
0.406100779
0.438
0.447445165
2


optimal_loci_242736_G
1085
0.471442
0
2564
36.31
1
1.466478705
0.176
0.441348187
2


optimal_loci_243300_G
1658
0.259696
12.73
16089
43.96
1
0.119669684
0.284
0.368976245
4


optimal_loci_243301_G
1700
0.259696
18.53
11133
30.7
1
0.119669684
0.073
0.368885476
4


optimal_loci_243311_G
1419
0.259696
15.08
11646
37.27
1
0.119669684
0.247
0.368427875
4


optimal_loci_243330_G
1176
0.262935
12.41
2993
43.28
1
0.433766583
0.36
0.365722033
5


optimal_loci_243398_G
2619
0.393519
30.58
1001
32.98
2
2.956948361
0.14
0.357150623
2


optimal_loci_244009_G
1981
0.307829
14.54
4785
38.06
3
0.815890807
0.197
0.292860769
1


optimal_loci_244110_G
1945
0.195305
27.4
14442
37.99
1
7.201711661
0.147
0.282684267
2


optimal_loci_244203_G
1262
0.293409
13.15
2001
41.91
1
0.032357511
0.403
0.273903223
2


optimal_loci_244324_G
1173
0.181465
0
13488
39.3
1
0.261277516
0.137
0.261894066
1


optimal_loci_244428_G
1555
0.071478
0
5392
40.19
1
36.5873831
0.196
0.248207033
4


optimal_loci_244439_G
1458
0.071604
0
13880
42.24
1
36.5873831
0.196
0.247797656
4


optimal_loci_244502_G
2505
0.276457
0
2001
62.07
1
1090.895878
0.775
0.241236484
4


optimal_loci_244521_G
2889
0.350988
7.44
6236
41.12
1
94.60190765
0.295
0.239015586
4


optimal_loci_248922_G
1073
0.176505
0
2001
38.95
1
12.31339092
0.126
0.117301614
1


optimal_loci_249178_G
1248
0.104462
17.07
2266
38.22
1
0.094938333
0.209
0.135284358
1


optimal_loci_250162_G
1594
0.056531
0
3492
42.91
1
0.843850412
0.254
0.194250429
2


optimal_loci_250167_G
1656
0.056531
1.75
8155
51.69
1
0.843850412
0.619
0.19437843
2


optimal_loci_250331_G
1399
0.332307
0
1001
46.03
1
9.248119705
0.345
0.203075328
1


optimal_loci_251259_G
1390
0.291191
0
14625
46.97
2
2.826669347
0.461
0.255582644
2


optimal_loci_251281_G
1401
0.211503
20.06
9326
38.54
1
0.090746257
0.117
0.257012936
2


optimal_loci_251383_G
1008
0.414332
0
1780
37.79
1
13.73609138
0.048
0.26163451
1


optimal_loci_251605_G
1321
0.011814
4.84
8987
32.7
1
0.071918559
0.069
0.273369422
3


optimal_loci_251640_G
1513
0.102824
3.44
2001
51.09
2
46.03009779
0.362
0.275842748
3


optimal_loci_251643_G
1385
0.102824
39.78
1855
39.56
2
46.03009779
0.314
0.27592798
3


optimal_loci_251856_G
1020
0.01893
0
15309
41.66
2
12.14830752
0.302
0.288956704
1


optimal_loci_252525_G
1329
0.053973
0
1481
41.3
1
3.258974981
0.159
0.322079951
2


optimal_loci_252544_G
1459
0.167915
15.35
7073
44.48
1
25.68150488
0.416
0.322874265
3


optimal_loci_252609_G
1715
0.44717
0
13904
38.07
1
33.70648043
0.175
0.326724148
4


optimal_loci_252636_G
1290
0.499771
0
2327
34.18
1
0.987923138
0.194
0.32776712
3


optimal_loci_252700_G
1121
0.649517
0
3727
46.65
2
21.48091522
0.435
0.330334482
4


optimal_loci_252745_G
1017
0.510956
10.42
1623
52.5
1
4.997590966
0.645
0.332793981
2


optimal_loci_253330_G
1185
0.263832
39.41
6607
33.83
1
3.559629209
0.03
0.362041151
4


optimal_loci_253362_G
1834
0.223269
0
10103
47.05
1
5.748642192
0.408
0.36282021
4


optimal_loci_253408_G
1852
0.228629
0
14805
34.5
1
9.167418616
0.152
0.365621389
4


optimal_loci_253410_G
1633
0.228629
10.78
18856
45.62
1
9.167418616
0.413
0.365656842
4


optimal_loci_253521_G
1109
0.061873
0
13598
40.93
1
35.36578175
0.12
0.370798646
6


optimal_loci_253522_G
1366
0.061873
0
2863
40.19
1
35.36578175
0.184
0.370890345
6


optimal_loci_253556_G
1308
0.135543
0
2631
46.86
2
4.712705811
0.339
0.372451325
6


optimal_loci_253600_G
2069
0.194147
3.82
13048
36.92
1
2.183733993
0.068
0.373996386
7


optimal_loci_253626_G
1377
0.260906
19.39
10287
44.8
1
7.485189881
0.325
0.375032444
8


optimal_loci_253634_G
2373
0.260906
8.85
1001
51.41
2
21.16734203
0.422
0.375104995
8


optimal_loci_253669_G
1111
0.422093
7.92
3014
55.26
2
1.109797779
0.651
0.377608996
7


optimal_loci_253701_G
1570
0.428551
22.04
18737
34.77
1
7.464667464
0.008
0.378456571
6


optimal_loci_253717_G
1400
0.431506
0
1922
38.92
1
7.423529894
0.207
0.379941368
4


optimal_loci_253720_G
1471
0.431506
9.99
16717
33.58
1
7.423529894
0.103
0.380070848
4


optimal_loci_253932_G
1203
0.41254
34.16
1001
45.71
1
2.273566413
0.219
0.391467109
3


optimal_loci_253933_G
1594
0.41254
0
2001
30.74
1
2.273566413
0.093
0.391561897
3


optimal_loci_253939_G
1751
0.416753
0
18344
37.63
1
2.273566413
0.003
0.391704925
3


optimal_loci_254110_G
1738
1.664432
25.49
17383
37.74
1
12.12222427
0.113
0.396769312
1


optimal_loci_254232_G
1153
1.221316
0
13032
38.07
1
2.312574739
0.326
0.402534309
4


optimal_loci_254305_G
1185
1.268555
0
16869
51.98
1
185.5291197
0.429
0.405419739
4


optimal_loci_254308_G
1037
1.252857
0
2890
33.75
1
185.5291197
0.118
0.40562934
6


optimal_loci_254318_G
1344
1.252857
24.48
12847
38.09
1
185.5291197
0.257
0.40571648
6


optimal_loci_254375_G
1390
0.786588
24.03
12656
44.74
2
2.487167865
0.318
0.409943268
8


optimal_loci_254377_G
1142
0.775669
0
14801
42.99
2
2.487167865
0.335
0.409962041
8


optimal_loci_254413_G
1032
0.45098
19.09
5857
38.85
1
0.218237523
0.112
0.411563217
6


optimal_loci_254416_G
1217
0.45098
26.05
2651
41.74
1
0.218237523
0.201
0.411589655
6


optimal_loci_254418_G
1316
0.45098
2.2
2001
44.75
1
0.218237523
0.267
0.411663431
6


optimal_loci_254422_G
1358
0.45098
0
6663
53.09
1
0.218237523
0.525
0.411704231
6


optimal_loci_254673_G
1013
0.592459
19.25
1592
41.95
1
15.14804298
0.098
0.427345256
4


optimal_loci_254676_G
1779
0.592459
30.69
5658
34.23
1
15.14804298
0.233
0.427460165
4


optimal_loci_254692_G
1092
0.534116
0
3247
43.22
2
26.29676889
0.261
0.428067876
4


optimal_loci_254694_G
1064
0.534116
0
4992
39.47
2
26.29676889
0.101
0.428087104
4


optimal_loci_254925_G
1145
1.945442
0
2394
37.72
1
2.02168132
0.03
0.438691554
1


optimal_loci_255412_G
1322
1.210496
0
9306
53.63
1
21.43449471
0.602
0.460703913
2


optimal_loci_255452_G
1445
1.269899
2.28
7779
40.69
2
1.050345179
0.284
0.461955384
4


optimal_loci_255556_G
1254
0.874345
0
6233
38.99
1
21.1750647
0.263
0.465586232
3


optimal_loci_255563_G
1763
0.874345
22.75
9365
48.38
2
16.22487922
0.414
0.465613642
3


optimal_loci_255654_G
1067
0.030672
38.99
2558
66.35
2
15.9209879
0.635
0.470676288
3


optimal_loci_255675_G
1630
0.030672
3.25
8408
59.63
3
14.96959866
0.634
0.471667862
3


optimal_loci_255679_G
1138
0.030672
0
19419
34.97
1
21.9745335
0.224
0.471764226
3


optimal_loci_255770_G
1280
1.374214
31.95
1359
41.32
3
0.451301915
0.251
0.479213522
5


optimal_loci_255775_G
1083
1.374214
23.82
3711
33.33
2
0.258278883
0.233
0.479284357
5


optimal_loci_255779_G
1430
1.147514
10.84
9625
41.74
1
2.111712888
0.355
0.479612901
6


optimal_loci_255824_G
1016
0.856567
0
3173
61.71
3
5.126806066
0.471
0.481583622
7


optimal_loci_255827_G
1139
0.856567
0
4990
50.04
3
5.126806066
0.354
0.481599524
7


optimal_loci_255888_G
1027
0.772546
2.73
2579
35.05
1
5.432103828
0
0.483808954
5


optimal_loci_255924_G
1095
0.820266
13.87
9310
53.51
1
10.32213959
0.635
0.485409343
4


optimal_loci_256135_G
1030
0.294235
6.7
16790
32.71
1
2.992741361
0.068
0.493836499
1


optimal_loci_256401_G
1087
0.723175
0
1923
38.08
2
0.02196994
0.202
0.504079272
2


optimal_loci_256427_G
1042
1.291442
7.2
4715
39.92
1
54.24198674
0.033
0.506244384
2


optimal_loci_256564_G
2090
2.166557
14.4
13923
40.57
1
4.463879735
0.284
0.511923308
10


optimal_loci_256591_G
1321
3.464695
0
2090
41.86
3
3.003830273
0.279
0.51354155
11


optimal_loci_256599_G
1201
3.003233
0
1001
57.03
2
149.5423779
0.753
0.513910334
11


optimal_loci_256611_G
1195
3.003233
38.83
2001
42.84
2
21.74874489
0.423
0.514148526
11


optimal_loci_256616_G
1219
3.546912
8.12
9338
43.06
2
1.240698793
0.396
0.51440571
11


optimal_loci_256631_G
1070
3.546912
10.09
2001
57.66
1
9.385623896
0.476
0.515079478
11


optimal_loci_256641_G
1101
3.546912
0
2702
53.58
2
4.692811948
0.698
0.515235511
11


optimal_loci_256643_G
1026
3.839311
12.77
1393
50.38
3
15.85998052
0.511
0.515456112
11


optimal_loci_256644_G
1921
3.839311
0
2507
33.68
3
15.85998052
0.049
0.515467236
11


optimal_loci_256646_G
1250
3.839311
12.72
1001
29.04
3
15.85998052
0.147
0.515571642
11


optimal_loci_256671_G
1174
1.524971
0
2074
42.33
2
8.231807791
0.166
0.517042332
10


optimal_loci_257043_G
3297
1.954656
0
4444
46.83
3
1.185633609
0.357
0.533708117
5


optimal_loci_257063_G
1762
4.164617
22.02
10420
46.19
1
0.943299162
0.279
0.534620498
5


optimal_loci_257067_G
3259
4.164617
11.78
4201
55.78
1
0.943299162
0.535
0.534661823
5


optimal_loci_257069_G
1186
4.164617
0
2356
41.73
1
0.943299162
0.267
0.534696112
5


optimal_loci_257098_G
1919
2.707125
0
13078
51.38
1
0.776100801
0.447
0.535568288
5


optimal_loci_257181_G
1162
0.51691
18.59
2001
52.06
2
2.177765896
0.699
0.540163318
2


optimal_loci_257190_G
1568
0.532815
0
11340
51.02
1
15.63992217
0.617
0.540549597
3


optimal_loci_257263_G
1139
0.848381
17.91
1001
42.4
2
47.34418506
0.264
0.544804032
3


optimal_loci_257267_G
1557
0.867852
6.49
1001
53.24
1
176.4343507
0.634
0.545835259
2


optimal_loci_257371_G
1488
21.212109
0
2213
43.68
3
25.94823509
0.401
0.550479403
3


optimal_loci_257500_G
1285
0.513894
8.33
4100
48.94
2
8.39126897
0.392
0.554466345
4


optimal_loci_257502_G
1248
0.513894
0
2297
45.75
2
8.39126897
0.345
0.554482448
4


optimal_loci_257541_G
2500
0.513894
4.08
2001
43.2
1
14.1375841
0.263
0.555538461
3


optimal_loci_259947_G
1631
0.459307
21.03
2001
34.88
1
21.27594365
0.064
0.674723796
1


optimal_loci_260062_G
1160
0.438312
12.07
9156
44.05
3
0.616455974
0.414
0.680422736
3


optimal_loci_260134_G
1111
0.938652
39.69
1001
42.3
1
61.18717599
0.299
0.68330302
3


optimal_loci_260141_G
1080
0.774389
0
2507
35
5
8.305668568
0.082
0.684227295
4


optimal_loci_260207_G
1858
0.9862
6.94
1273
44.99
5
24.93180294
0.306
0.688143647
12


optimal_loci_260238_G
1331
1.119254
15.7
7021
36.06
1
1.710791349
0.18
0.690934717
13


optimal_loci_260241_G
1116
1.119254
2.6
4774
59.85
1
1.710791349
0.603
0.690956263
13


optimal_loci_260260_G
2318
1.283521
1.21
5429
48.27
2
0.833453712
0.414
0.69154831
13


optimal_loci_260261_G
3203
1.283521
2.15
2001
52.66
3
1.386190364
0.515
0.691574914
13


optimal_loci_260269_G
1224
1.283521
0
1001
39.86
3
1.302246127
0.108
0.691756606
13


optimal_loci_260274_G
1415
1.283521
0
1001
45.08
4
23.79072504
0.521
0.692023198
13


optimal_loci_260276_G
1648
1.283521
1.88
4698
47.08
4
23.79072504
0.395
0.692108403
13


optimal_loci_260278_G
1124
1.283521
0
6759
45.9
4
23.79072504
0.387
0.692126441
13


optimal_loci_260288_G
1044
1.283521
0
7704
34.38
2
16.68429527
0.221
0.692297062
13


optimal_loci_260289_G
1674
1.176545
0
8813
47.78
2
16.68429527
0.377
0.692306767
13


optimal_loci_260319_G
1793
1.956403
0
12018
51.47
1
13.73393641
0.548
0.693076646
12


optimal_loci_260336_G
1263
1.956403
9.9
1766
39.27
2
5.633547591
0.191
0.693911917
12


optimal_loci_260418_G
1304
1.317766
26.3
5079
43.4
4
10.79162991
0.258
0.699327672
7


optimal_loci_260477_G
1318
1.968136
26.56
5011
37.63
2
21.09425035
0.426
0.702787636
9


optimal_loci_260479_G
1160
1.968136
3.02
1468
48.18
2
21.09425035
0.525
0.702888665
9


optimal_loci_260484_G
2705
2.065234
1.52
19495
44.21
1
1.218343917
0.379
0.703455174
9


optimal_loci_260489_G
1250
2.065234
13.2
15143
49.6
1
1.218343917
0.442
0.703505994
9


optimal_loci_260495_G
1082
2.069264
9.89
2526
51.2
1
1.218343917
0.558
0.703617884
9


optimal_loci_260499_G
2675
2.341785
6.8
2001
57.45
1
1.218343917
0.503
0.703683372
10


optimal_loci_260564_G
2429
2.766827
0
1402
41.21
4
12.66464838
0.384
0.706223096
9


optimal_loci_260570_G
1847
2.922754
3.57
13874
37.79
3
8.394445862
0.135
0.706552428
9


optimal_loci_260602_G
1398
1.389535
7.94
1001
47.35
5
32.84207413
0.463
0.70806495
4


optimal_loci_260765_G
1221
1.42487
10.97
2001
31.85
3
6.156118367
0.084
0.715094002
4


optimal_loci_260782_G
1145
1.405874
19.21
3750
43.14
2
5.928576719
0.248
0.715927864
4


optimal_loci_260799_G
2732
0.470454
6.77
1530
41.87
2
6.40730521
0.238
0.717955865
5


optimal_loci_260802_G
1255
0.470454
10.36
7375
47.01
2
6.40730521
0.353
0.718007018
5


optimal_loci_260880_G
1238
0.589502
0
1001
39.57
1
48.83970593
0.188
0.720804774
6


optimal_loci_260963_G
2144
0.514488
33.3
8894
38.05
1
4.963980972
0.194
0.724144947
8


optimal_loci_260978_G
1242
0.7122
0
10317
35.1
2
9.384461973
0.081
0.724526666
9


optimal_loci_260985_G
1426
0.7122
0
14403
47.26
1
5.500718281
0.491
0.724834459
9


optimal_loci_260988_G
1228
0.733963
0
2104
38.84
1
5.896354053
0.143
0.725323814
8


optimal_loci_261014_G
1104
0.474898
9.87
2001
33.87
2
12.82032801
0.069
0.727509239
8


optimal_loci_261023_G
1153
0.455439
8.15
4995
53.42
3
9.815964812
0.421
0.728232769
8


optimal_loci_261029_G
1007
0.449549
0
2034
49.75
4
18.07092446
0.389
0.728313529
8


optimal_loci_261037_G
1502
0.349736
1.93
2598
53.12
4
23.13951047
0.649
0.728663619
7


optimal_loci_261272_G
2183
1.4394
0
5139
48.28
1
5.946381381
0.429
0.741218811
1


optimal_loci_261498_G
2562
0.012998
0
2001
59.99
2
15.79648235
0.642
0.752272035
1


optimal_loci_261708_G
1046
1.940837
3.25
5118
38.62
1
17.08608298
0.168
0.762499168
9


optimal_loci_261732_G
1008
1.940837
15.38
3912
50.89
2
37.27638099
0.479
0.763607962
9


optimal_loci_261781_G
2164
1.661377
2.82
2809
49.35
3
3.008722972
0.427
0.765894765
9


optimal_loci_261784_G
1909
1.661377
0
2001
55
5
9.459740153
0.475
0.766014417
9


optimal_loci_261785_G
2029
1.661377
0
3996
46.77
5
9.459740153
0.402
0.766031876
9


optimal_loci_261786_G
1441
1.661377
0
4855
60.86
4
11.00552326
0.829
0.766050648
9


optimal_loci_261787_G
1343
1.661377
0
3203
39.31
4
11.00552326
0.233
0.766065964
9


optimal_loci_261793_G
1983
1.277627
9.93
5473
37.51
2
19.13626592
0.128
0.76623157
9


optimal_loci_261799_G
1166
1.33692
7.2
7801
42.36
1
3.019754098
0.399
0.766448339
9


optimal_loci_261928_G
1268
1.087301
12.62
5300
38.64
3
15.52355135
0.143
0.773429599
2


optimal_loci_261982_G
2124
0.84203
0
1001
52.77
3
25.34599191
0.551
0.776599263
2


optimal_loci_262113_G
2139
0.608678
13.09
1001
54.88
1
10.01601331
0.464
0.784790791
2


optimal_loci_262148_G
1973
0.577243
2.33
17207
47.84
2
9.703880981
0.335
0.786525543
3


optimal_loci_262218_G
2074
0.318453
6.12
2291
40.59
4
0.016978501
0.297
0.790355158
4


optimal_loci_262250_G
1199
0.12187
12.43
2441
36.53
3
22.50317014
0.2
0.79153518
3


optimal_loci_262299_G
1140
0.188103
0
4181
47.45
2
19.84677049
0.33
0.793660122
4


optimal_loci_262354_G
1153
2.058939
7.63
4067
37.81
3
12.38163997
0.285
0.797126755
9


optimal_loci_262370_G
1753
1.593231
16.03
2312
39.3
2
3.615953405
0.218
0.798114348
8


optimal_loci_262375_G
1366
1.593231
0
1342
34.26
2
7.012867173
0.214
0.798332096
8


optimal_loci_262398_G
1235
2.31158
0
2001
47.28
3
75.17734328
0.326
0.799247313
8


optimal_loci_262401_G
1130
2.31158
0
5338
59.82
3
75.17734328
0.783
0.799276517
8


optimal_loci_262405_G
1381
2.31158
15.93
4182
38.45
4
57.42214069
0.09
0.799338697
8


optimal_loci_262406_G
1026
2.31158
0
2607
41.81
4
57.42214069
0.231
0.799355588
8


optimal_loci_262409_G
2640
2.31158
0
2617
43.37
2
20.80192154
0.273
0.799453781
8


optimal_loci_262547_G
1515
1.630735
0
2984
44.68
2
18.67842085
0.289
0.804568315
3


optimal_loci_262575_G
1688
1.568143
17.54
2282
37.38
2
2.176419134
0.194
0.806053812
4


optimal_loci_262627_G
1094
1.225179
5.03
1164
38.11
1
9.767994694
0.223
0.808668126
5


optimal_loci_262649_G
1809
0.689645
0
5275
43.78
3
1.822804351
0.413
0.809993854
4


optimal_loci_262690_G
1205
0.763447
0
1001
31.28
1
1.444760995
0.168
0.811460606
6


optimal_loci_262733_G
1627
0.567219
39.7
1023
44.92
2
255.330569
0.329
0.814458827
8


optimal_loci_262734_G
1319
0.567219
10.16
8961
41.62
4
147.8145977
0.093
0.814528297
8


optimal_loci_262740_G
1131
0.506258
3.36
3447
31.38
5
35.36261336
0
0.814758849
9


optimal_loci_262771_G
1256
0.51299
0
2001
58.12
1
1.51964352
0.657
0.815981457
10


optimal_loci_262781_G
1507
0.738321
0
11111
41.6
1
1.51964352
0.327
0.816144605
10


optimal_loci_262782_G
1018
0.738321
0
13622
49.31
2
1.818350263
0.554
0.81616658
10


optimal_loci_262784_G
2004
0.738321
16.07
10123
45.85
1
2.117057006
0.333
0.816236295
10


optimal_loci_262866_G
1104
2.238463
0
3082
35.86
1
0.067075558
0.022
0.818980046
10


optimal_loci_262896_G
1008
2.466471
12.6
3042
43.94
3
10.68388336
0.248
0.820025005
13


optimal_loci_262900_G
2209
2.490084
0
1001
48.43
3
10.91276996
0.402
0.820192379
14


optimal_loci_262911_G
1084
2.243606
0
2001
37.73
3
7.06899142
0
0.820745979
12


optimal_loci_262950_G
1308
2.581895
0
7775
41.36
3
26.24655052
0.324
0.822520577
14


optimal_loci_262979_G
1777
2.539151
0
7711
55.48
2
4.538937262
0.632
0.824030168
14


optimal_loci_262980_G
1005
2.50632
15.12
6458
36.91
2
4.538937262
0.123
0.82404789
14


optimal_loci_262987_G
2232
2.485342
0
2343
55.73
1
3.452236418
0.831
0.824155132
15


optimal_loci_262990_G
2262
2.485342
35.23
7337
50.39
1
3.452236418
0.379
0.824198837
15


optimal_loci_262994_G
1643
2.50299
2.07
2429
49.66
1
1.463914811
0.534
0.824504015
17


optimal_loci_262997_G
1001
2.497022
9.99
8401
41.85
3
8.203615912
0.357
0.824627447
16


optimal_loci_263003_G
2293
2.321769
8.33
3072
43.43
3
8.203615912
0.256
0.824690354
16


optimal_loci_263018_G
1030
2.101367
0
1001
38.83
2
53.4440575
0.064
0.825335977
15


optimal_loci_263024_G
1015
2.101367
0
6105
37.24
1
91.85519633
0.162
0.825380645
15


optimal_loci_263130_G
1786
2.363758
25.03
6093
53.41
1
0.895922464
0.466
0.828420506
16


optimal_loci_263135_G
1657
2.363758
7.6
2447
48.82
1
0.895922464
0.429
0.828524335
14


optimal_loci_263137_G
1353
2.238603
24.69
8425
38.28
1
10.73075602
0.08
0.828712416
12


optimal_loci_263138_G
1363
2.238603
10.34
6942
44.38
1
10.73075602
0.231
0.828725307
12


optimal_loci_263139_G
1153
2.238603
0
5114
43.88
1
10.73075602
0.253
0.828743143
12


optimal_loci_263206_G
1449
3.158777
20.63
1882
32.09
1
12.1836852
0.089
0.831465295
7


optimal_loci_263252_G
1013
3.305048
0
4724
51.03
1
0.038874073
0.532
0.832559438
8


optimal_loci_263359_G
1101
1.538044
0
6343
50.86
1
1.83716604
0.584
0.836681391
4


optimal_loci_263398_G
1346
0.470182
4.23
6585
38.78
1
12.98071052
0.172
0.839735246
4


optimal_loci_263401_G
1369
0.470182
0
3212
55.51
1
12.98071052
0.558
0.839764564
4


optimal_loci_263438_G
2048
0.914274
0
3806
54.15
2
36.84985619
0.544
0.842375972
7


optimal_loci_263486_G
1296
0.026111
12.96
1001
41.74
3
1.739733131
0.264
0.844345232
7


optimal_loci_263489_G
1081
0.026111
0
2690
41.16
3
15.71784109
0.241
0.844463606
7


optimal_loci_263490_G
1594
0.026111
0
1063
36.88
3
15.71784109
0.125
0.844473356
7


optimal_loci_263516_G
1030
1.82438
0
10976
35.43
2
44.08593165
0.274
0.845859172
7


optimal_loci_263579_G
2200
3.514043
0
1001
35.9
3
6.844627732
0.147
0.84813725
9


optimal_loci_263584_G
1778
3.514043
15.75
2369
39.93
3
6.844627732
0.202
0.848182933
9


optimal_loci_263619_G
2041
3.100373
9.31
3860
48.6
4
4.88493513
0.318
0.851056453
6


optimal_loci_263621_G
1532
3.100373
0
2001
53.32
4
4.88493513
0.436
0.851077176
6


optimal_loci_263644_G
1047
3.369276
0
1001
52.05
2
15.58318426
0.398
0.852059544
6


optimal_loci_263669_G
1074
3.077861
18.25
3947
39.19
3
0.176114253
0.069
0.854084867
4


optimal_loci_263795_G
1578
3.123691
4.12
1001
56.78
2
3.961501092
0.535
0.858476107
8


optimal_loci_263796_G
1043
3.123691
0
2001
44.39
2
3.961501092
0.528
0.858490555
8


optimal_loci_263801_G
2058
2.994572
15.84
11155
42.22
1
7.923002184
0.391
0.858646842
8


optimal_loci_263804_G
1091
2.994572
0
14891
50.22
1
7.923002184
0.588
0.858679538
8


optimal_loci_263827_G
1737
3.463803
0
14236
61.48
1
4.610980475
0.744
0.859732452
8


optimal_loci_263831_G
4158
3.463803
2.72
3850
51.44
1
4.610980475
0.348
0.859802158
8


optimal_loci_263832_G
1246
3.463803
0
2503
44.38
1
4.610980475
0.518
0.859839432
8


optimal_loci_263846_G
1440
2.903163
0
18956
46.59
1
4.610980475
0.526
0.860049181
9


optimal_loci_263955_G
1198
2.57635
17.86
12161
33.97
4
16.54294354
0.055
0.864419724
2


optimal_loci_264061_G
1293
6.371429
0
2546
40.68
4
5.746734164
0.24
0.8691057
8


optimal_loci_264075_G
1809
7.245828
1.71
1711
52.73
2
6.236610899
0.371
0.869964513
10


optimal_loci_264079_G
1926
7.245828
0
5699
52.64
2
6.236610899
0.443
0.869999414
10


optimal_loci_264087_G
1144
7.94452
0
1443
39.59
3
10.24997567
0.298
0.870396763
10


optimal_loci_264096_G
2901
7.94452
0
8670
58.18
3
6.56367335
0.608
0.87099904
10


optimal_loci_264103_G
1614
7.94452
0
3394
57.24
2
5.687151283
0.539
0.871056477
10


optimal_loci_264147_G
1359
5.849795
24.36
9509
47.53
2
0.74573517
0.277
0.872508709
12


optimal_loci_264164_G
1125
6.151357
10.31
2001
60.71
2
60.3311558
0.543
0.873075769
12


optimal_loci_264190_G
1449
5.830491
0
3714
47.06
3
2.792067067
0.49
0.873732481
11


optimal_loci_264208_G
1226
5.819307
21.13
1001
41.02
3
0.89074764
0.312
0.874289241
11


optimal_loci_264245_G
2112
2.981373
14.54
1001
54.21
1
1.906623409
0.554
0.876618069
11


optimal_loci_264246_G
1595
2.981373
0
2001
42.82
1
1.906623409
0.182
0.876684555
11


optimal_loci_264298_G
2072
2.266942
0
2001
48.4
4
5.586342105
0.426
0.87919981
7


optimal_loci_264299_G
1157
2.266942
2.42
2330
56.69
4
7.503797887
0.524
0.879352096
7


optimal_loci_264301_G
1162
2.266942
2.75
1001
48.88
4
166.0459588
0.359
0.879376452
7


optimal_loci_264302_G
2122
2.266942
0
5324
51.36
3
221.3946118
0.468
0.879490757
7


optimal_loci_264305_G
1168
2.266942
0
2106
53.33
2
328.6700537
0.516
0.879527268
7


optimal_loci_264359_G
1247
1.179196
15.8
6855
39.05
1
21.6760173
0.093
0.883949165
5


optimal_loci_264423_G
1634
2.158553
0
2001
51.95
4
0.801956317
0.502
0.88648174
6


optimal_loci_264447_G
1647
2.654628
10.99
3507
48.14
2
13.44540222
0.408
0.887699875
6


optimal_loci_264449_G
1066
2.654628
13.7
6285
53.93
2
13.44540222
0.599
0.887724187
6


optimal_loci_264454_G
1686
2.327533
0
2946
50.47
1
2.626717171
0.558
0.887933972
6


optimal_loci_264497_G
1851
2.2635
4.81
6256
43.38
2
16.40960843
0.272
0.890467903
6


optimal_loci_264575_G
1423
1.052086
4.36
2001
37.59
1
2.635697938
0.26
0.894391737
6


optimal_loci_264584_G
1075
0.835847
3.81
6805
51.44
3
0.113572803
0.559
0.894871238
6


optimal_loci_264594_G
1791
0.841196
8.38
2001
51.31
4
29.98241156
0.557
0.895195546
7


optimal_loci_264597_G
1140
0.841196
16.67
6268
34.47
3
39.86297595
0.098
0.895232889
7


optimal_loci_264619_G
1144
3.078728
23.69
13922
32.43
1
17.96697781
0.055
0.897472853
11


optimal_loci_264641_G
1560
3.163901
25.58
1929
35.12
2
118.1692065
0.072
0.899140393
12


optimal_loci_264643_G
1932
3.650724
3.05
1120
40.57
2
118.1692065
0.202
0.899266512
11


optimal_loci_264654_G
1084
3.953259
0
1001
42.25
3
2.28781883
0.212
0.899811422
13


optimal_loci_264693_G
1523
4.001453
0
1001
39.65
3
159.0485327
0.307
0.901076843
13


optimal_loci_264694_G
1035
4.001453
2.8
1001
58.45
3
159.0485327
0.542
0.901169129
13


optimal_loci_264700_G
1097
4.001453
0
11456
41.84
3
2.313359257
0.393
0.901260627
13


optimal_loci_264737_G
1067
4.305873
35.61
4642
40.39
2
9.46289201
0.497
0.903111153
12


optimal_loci_264752_G
1675
4.522855
14.27
8550
50.8
3
26.58315531
0.56
0.903467816
12


optimal_loci_264766_G
1475
4.662529
1.9
4216
53.22
4
3.969860104
0.378
0.904025626
10


optimal_loci_264767_G
1741
4.669733
2.13
5724
51.92
4
3.969860104
0.388
0.904038823
10


optimal_loci_264770_G
1038
4.677509
16.96
6136
41.23
4
3.969860104
0.039
0.904063844
10


optimal_loci_264775_G
1920
4.666921
3.28
1036
47.23
4
3.969860104
0.324
0.904100759
10


optimal_loci_264842_G
1349
3.637391
0
2071
42.55
2
111.0105346
0.198
0.909007381
8


optimal_loci_264909_G
2466
3.835009
7.79
8564
37.18
1
0.648009224
0.119
0.912219368
10


optimal_loci_264911_G
1068
3.835009
3.18
6779
54.96
1
0.648009224
0.566
0.912247225
10


optimal_loci_264921_G
1189
3.835009
9.34
4953
41.37
1
0.648009224
0.193
0.912365599
10


optimal_loci_264922_G
2096
3.835009
2.81
6175
44.22
1
0.648009224
0.514
0.912376293
10


optimal_loci_264925_G
2534
3.835009
0
9914
44.83
1
0.648009224
0.212
0.912409015
10


optimal_loci_264943_G
1152
3.835009
20.92
3060
50.86
2
0.205345835
0.539
0.913243087
10


optimal_loci_264944_G
2446
3.835009
1.19
1146
49.3
2
0.205345835
0.36
0.913254718
10


optimal_loci_264962_G
1596
3.468197
29.14
6351
37.59
1
1.986233282
0.245
0.914112016
9


optimal_loci_264994_G
1152
2.700604
0
1186
51.99
2
3.030385497
0.431
0.915785437
15


optimal_loci_265072_G
1465
3.251914
5.26
17377
58.02
1
2.888951314
0.526
0.919698559
13


optimal_loci_265074_G
2343
3.251377
6.15
4371
46.64
1
2.888951314
0.405
0.919804699
13


optimal_loci_265081_G
1243
5.647435
0
9936
46.17
3
13.54661381
0.389
0.919967811
13


optimal_loci_265082_G
1547
5.647435
17
11578
43.89
3
13.54661381
0.304
0.919982181
13


optimal_loci_265088_G
3896
5.647435
2.72
4515
52.82
3
13.54661381
0.528
0.920025449
13


optimal_loci_265089_G
1761
5.647435
8.92
2640
44.86
2
18.87544505
0.359
0.920060543
13


optimal_loci_265104_G
1592
4.751124
3.52
2743
37.75
2
16.74602623
0.12
0.920726112
12


optimal_loci_265119_G
1174
4.054249
0
2001
59.28
5
54.48324687
0.498
0.921670086
17


optimal_loci_265120_G
1137
4.054249
24.8
1001
30.95
6
53.81427361
0.093
0.921771184
17


optimal_loci_265141_G
1040
3.514376
0
2001
50.57
2
11.1792192
0.473
0.922827354
17


optimal_loci_265142_G
1205
3.514376
0
3174
44.48
2
11.1792192
0.1
0.92283762
17


optimal_loci_265149_G
1655
3.27518
0
3306
49.66
2
5.619619577
0.334
0.923080372
17


optimal_loci_265207_G
1238
2.590308
9.13
2965
41.92
1
66.64812137
0.154
0.925555772
12


optimal_loci_265208_G
1058
2.590308
0
4345
40.26
1
66.64812137
0.132
0.925567849
12


optimal_loci_265209_G
1652
2.590308
33.78
14925
38.19
2
40.42752748
0.307
0.925660441
12


optimal_loci_265213_G
2056
2.590308
1.36
13449
51.75
2
40.42752748
0.558
0.925691133
12


optimal_loci_265222_G
2277
2.45454
7.6
3305
47.73
2
9.865621571
0.268
0.925874085
12


optimal_loci_265262_G
2265
0.967631
15.94
1001
41.1
3
18.88980502
0.323
0.928446821
9


optimal_loci_265274_G
1327
1.151059
0
2274
39.03
1
50.74281391
0.071
0.929014336
9


optimal_loci_265321_G
1137
2.689425
38.96
2880
31.66
3
13.31798612
0.164
0.931171537
6


optimal_loci_265326_G
1483
2.714183
0
2646
37.69
3
13.31798612
0.184
0.931241943
6


optimal_loci_265384_G
1973
2.294104
1.88
2509
42.16
4
0.989240097
0.244
0.933478862
5


optimal_loci_265388_G
3366
2.294104
1.31
2001
47.89
4
0.989240097
0.454
0.933518726
5


optimal_loci_265429_G
1256
2.372136
29.62
2011
37.89
1
4.122679499
0.279
0.935633183
4


optimal_loci_265520_G
1108
0.416778
23.83
12825
32.03
1
5.034416614
0.13
0.940009799
8


optimal_loci_265541_G
1076
0.820905
0
2001
40.33
3
21.38089218
0.126
0.94181473
7


optimal_loci_265542_G
2235
0.820905
0
3354
40.22
3
21.38089218
0.16
0.941826571
7


optimal_loci_265547_G
2381
0.922292
0
8306
40.1
4
16.03566913
0.193
0.941869909
7


optimal_loci_265549_G
1270
0.922292
0
11367
36.77
3
21.38089218
0.115
0.941896698
7


optimal_loci_265551_G
3547
0.922292
30.79
9252
43.67
3
21.38089218
0.328
0.941910578
7


optimal_loci_265589_G
1243
1.249147
24.22
1001
34.91
2
0.344541071
0.026
0.94347764
9


optimal_loci_265628_G
1790
6.434471
0
4879
46.08
5
14.07635451
0.397
0.946603792
8


optimal_loci_265630_G
1375
6.434471
15.2
2925
50.9
4
13.05511082
0.5
0.946626362
8


optimal_loci_265643_G
1234
6.627606
3.4
1746
49.35
3
8.266798619
0.4
0.947981951
7


optimal_loci_265658_G
1263
6.627606
0
2281
36.57
3
8.266798619
0.117
0.948062019
7


optimal_loci_265679_G
2484
6.523378
16.18
3717
38.44
2
57.81222199
0.21
0.949041866
7


optimal_loci_265698_G
2454
5.890966
8.27
11498
47.14
2
7.830246015
0.39
0.949654225
9


optimal_loci_265700_G
1589
5.890966
16.61
11500
51.29
3
23.48310845
0.408
0.949683333
9


optimal_loci_265765_G
1121
5.367164
0
3934
41.57
2
2.019315249
0.411
0.953726285
6


optimal_loci_265771_G
1007
3.97901
32.77
6558
38.23
2
2.019315249
0.172
0.953940096
6


optimal_loci_265834_G
1300
3.236379
2.15
9560
41.61
4
48.30727254
0.265
0.955811285
5


optimal_loci_265861_G
2192
3.629085
11.5
19921
44.34
1
6.326089554
0.324
0.957443319
7


optimal_loci_265902_G
1055
3.760717
25.02
4010
42.74
2
12.52405007
0.311
0.959771981
6


optimal_loci_265963_G
1226
4.352868
0
4400
46
3
1.914628548
0.341
0.961554963
11


optimal_loci_265967_G
1062
4.352868
9.13
18342
38.88
2
0.234740896
0.349
0.961676978
11


optimal_loci_265989_G
1494
4.911706
4.95
6333
43.9
1
4.693740998
0.304
0.962161327
12


optimal_loci_266046_G
1215
5.326514
12.1
1989
34.56
5
74.2002709
0.075
0.964596688
17


optimal_loci_266047_G
1800
5.326514
0
3695
38.66
6
61.84795667
0.116
0.964612389
17


optimal_loci_266057_G
1170
5.326514
0
2729
41.7
5
18.40182427
0.302
0.964834688
17


optimal_loci_266066_G
1349
4.796694
2.15
14924
45.21
2
28.98807271
0.319
0.965265101
17


optimal_loci_266070_G
1193
4.796694
0
7957
37.88
2
20.20635757
0.185
0.965370304
17


optimal_loci_266088_G
1679
4.95969
7.27
13229
47.88
1
86.06076932
0.297
0.965867141
17


optimal_loci_266104_G
1006
5.247984
21.47
7765
44.53
1
86.06076932
0.287
0.966086745
15


optimal_loci_266113_G
1487
5.247984
13.18
7332
37.05
2
71.5752131
0.234
0.966322251
15


optimal_loci_266128_G
1185
5.51557
30.04
1326
43.79
3
47.71680873
0.338
0.966573019
14


optimal_loci_266130_G
1400
5.51557
0
7704
57.85
3
9.257498067
0.716
0.966751123
14


optimal_loci_266135_G
2443
5.131372
5.94
3072
34.83
1
0.136418184
0.071
0.967351614
18


optimal_loci_266136_G
1106
5.131372
0
1717
31.64
1
0.136418184
0.079
0.967375174
18


optimal_loci_266142_G
1791
5.131372
0
11070
33.94
2
0.068209092
0.042
0.967554827
18


optimal_loci_266169_G
1287
5.011301
0
1784
39.93
3
5.26633022
0.277
0.968966461
18


optimal_loci_266215_G
1419
3.376544
10.29
14097
44.32
1
11.17313565
0.314
0.971173449
10


optimal_loci_266226_G
1071
3.376544
2.8
3030
46.49
1
11.17313565
0.266
0.971273348
10


optimal_loci_266233_G
1398
3.376544
0
6203
51.64
1
20.55354298
0.66
0.971633766
10


optimal_loci_266241_G
1278
3.62747
0
11978
40.53
1
20.55354298
0.251
0.971684306
10


optimal_loci_266330_G
1650
4.625347
0
1001
54.78
2
26.84529503
0.561
0.973543278
6


optimal_loci_266332_G
2105
4.625347
0
1785
54.63
2
26.84529503
0.652
0.97360755
7


optimal_loci_266442_G
1950
4.626778
1.88
17431
49.28
1
37.3776486
0.419
0.977970155
7


optimal_loci_266454_G
1242
4.712182
0
1381
27.45
3
17.98974153
0
0.978215226
6


optimal_loci_266456_G
1234
4.827894
0
2449
50
3
20.21043614
0.691
0.978703452
6


optimal_loci_266475_G
1091
4.7418
17.14
10867
41.7
1
32.53922849
0.08
0.979442262
7


optimal_loci_266481_G
1875
4.7418
18.61
1672
39.68
1
40.94407602
0.155
0.979646306
7


optimal_loci_266506_G
1218
3.406342
24.63
10215
48.35
4
56.40949982
0.561
0.980610698
7


optimal_loci_266553_G
1958
3.610737
14.2
11421
41.98
1
17.79476093
0.281
0.983513736
5


optimal_loci_266608_G
1442
2.759269
0
5027
39.66
2
4.615603076
0.316
0.98602416
3


optimal_loci_266674_G
1065
4.681642
0
1001
34.64
2
14.62954822
0.131
0.98924819
2


optimal_loci_266867_G
1853
0.362238
0
6643
32.54
2
0.008166354
0.131
0.998372347
2


optimal_loci_266908_G
1072
0.88141
0
2617
44.12
2
23.01877478
0.341
0.991880531
5


optimal_loci_266996_G
1857
1.662198
10.99
17075
42
1
7.21081894
0.282
0.985957408
5


optimal_loci_267002_G
1184
1.662198
0
8285
37.5
1
7.21081894
0.195
0.98577802
5


optimal_loci_267028_G
1050
1.919515
21.71
1001
32.28
3
101.2828489
0.19
0.982789776
6


optimal_loci_267081_G
1500
3.974415
9.87
16870
48
1
38.8062349
0.512
0.977322408
5


optimal_loci_267113_G
1954
3.622448
2
11530
42.42
1
17.98687008
0.263
0.972831429
3


optimal_loci_267153_G
1338
2.385767
29.37
1433
34.6
3
40.86000265
0.141
0.962546796
1


optimal_loci_267263_G
2950
1.543136
20.78
6478
41.62
1
20.23797573
0.26
0.950683306
1


optimal_loci_267433_G
1094
3.604062
0
8907
39.12
2
8.159173327
0.475
0.932986898
2


optimal_loci_267464_G
1198
3.457393
0
2156
38.23
2
0.212118514
0.318
0.928738102
4


optimal_loci_267530_G
1010
4.84612
15.45
7907
28.81
1
2.439006962
0.086
0.920900816
6


optimal_loci_267534_G
1163
4.84612
12.9
4797
38
1
2.439006962
0.094
0.920837347
6


optimal_loci_267571_G
1190
5.03074
0
15042
41
1
11.76088677
0.263
0.915765694
9


optimal_loci_267584_G
1236
5.156983
2.59
2001
51.77
2
35.21073747
0.581
0.913142531
9


optimal_loci_267599_G
2098
5.408323
0
2300
40.46
3
16.45848332
0.113
0.911120551
10


optimal_loci_267618_G
2478
5.525243
3.75
18204
37.89
1
32.63216243
0.186
0.909920408
8


optimal_loci_267634_G
1210
5.912941
29.75
3122
40.74
2
1.944132251
0.223
0.908621061
8


optimal_loci_267652_G
1281
6.539787
0
2208
36.22
2
5.379617523
0.188
0.90613202
8


optimal_loci_267661_G
1301
6.184767
39.44
3656
49.19
2
5.379617523
0.424
0.905620122
8


optimal_loci_267690_G
1801
5.414962
11.44
2455
50.63
3
6.299829196
0.397
0.902192163
6


optimal_loci_268075_G
1623
4.293766
8.87
7617
50.46
1
0.683590267
0.292
0.856563918
5


optimal_loci_268082_G
1156
4.293766
36.42
2665
38.14
1
0.683590267
0.213
0.856462857
5


optimal_loci_268143_G
1662
4.645985
11.01
4159
37.54
1
0.186657782
0.075
0.851110612
7


optimal_loci_268153_G
1050
4.55827
2.67
7304
38.47
1
0.186657782
0.05
0.850814449
7


optimal_loci_268200_G
1098
2.928632
12.84
2097
34.15
1
15.14485043
0.054
0.846654898
8


optimal_loci_268260_G
1294
1.897084
0
1838
43.19
4
3.454476312
0.14
0.841936673
6


optimal_loci_268269_G
1447
1.816463
8.29
4237
37.04
3
2.498539321
0.148
0.841347286
6


optimal_loci_268316_G
1013
4.502034
29.42
1771
37.61
1
19.67124
0.269
0.837042408
6


optimal_loci_268403_G
1465
5.722672
0
15389
35.76
1
1.702619888
0.274
0.828557327
3


optimal_loci_268404_G
1213
5.722672
0
13205
37.34
1
1.702619888
0.088
0.828512755
3


optimal_loci_268578_G
1429
0.58899
36.74
1001
28.97
4
1.262781928
0.081
0.811002653
1


optimal_loci_268682_G
1528
1.417943
0
6393
34.94
3
8.351383263
0.141
0.797694857
4


optimal_loci_268745_G
1386
1.364657
25.11
5842
37.95
2
27.77809233
0.146
0.790239612
4


optimal_loci_268748_G
1374
1.364657
0
2159
42.13
2
27.77809233
0.408
0.789894796
4


optimal_loci_268771_G
1188
1.525119
2.36
6754
34.17
1
14.97747539
0.167
0.788050327
7


optimal_loci_268875_G
1050
2.077889
0
6800
38.95
1
6.13861359
0.188
0.779537959
5


optimal_loci_268882_G
1617
3.117191
2.64
1001
47.68
3
15.66847865
0.328
0.778210592
5


optimal_loci_268883_G
1068
3.117191
0
2001
46.34
3
15.66847865
0.469
0.778185592
5


optimal_loci_268912_G
1168
4.113992
0
13484
46.31
1
46.94435784
0.45
0.775402653
4


optimal_loci_269090_G
1179
2.075402
3.56
1455
49.61
1
19.88319445
0.493
0.759114837
3


optimal_loci_269092_G
2081
1.408087
1.73
3675
54.15
1
19.88319445
0.655
0.759051122
3


optimal_loci_269118_G
1466
2.040464
1.91
1003
56.68
3
7.493550616
0.495
0.756651163
3


optimal_loci_269226_G
1696
3.855414
37.21
5100
42.09
1
2.358096668
0.268
0.742761714
3


optimal_loci_269307_G
2321
7.088075
2.41
7840
47.13
2
32.7709333
0.385
0.736448857
7


optimal_loci_269335_G
1318
8.487712
32.09
9287
44.91
1
60.25245486
0.417
0.734658061
9


optimal_loci_269371_G
2160
8.871985
0
3353
58.05
1
1.194316046
0.588
0.730285653
10


optimal_loci_269387_G
1471
6.85243
9.11
1001
50.64
2
0.695240429
0.541
0.72870849
10


optimal_loci_269389_G
1322
6.85243
0
2962
49.77
2
0.695240429
0.401
0.72867151
10


optimal_loci_269395_G
1701
6.785015
0
17126
45.79
1
1.373872349
0.293
0.728374714
10


optimal_loci_269424_G
1532
6.03504
0
3262
51.63
3
0.948099943
0.473
0.725844429
9


optimal_loci_269428_G
1028
5.449533
27.63
2377
44.16
3
0.948099943
0.152
0.725602755
9


optimal_loci_269452_G
1040
5.299934
0
1118
40.86
2
27.70044183
0.244
0.722146449
8


optimal_loci_269454_G
1012
5.299934
0
11527
38.04
1
3.052783993
0
0.721769592
8


optimal_loci_269644_G
1158
0.990087
0
14968
34.28
2
8.356432235
0.064
0.694845735
1


optimal_loci_269821_G
1371
3.344237
16.92
6994
47.26
2
0.45345545
0.384
0.666419122
6


optimal_loci_269931_G
1195
3.604313
39.83
2523
39.33
3
8.189210842
0.269
0.658385122
6


optimal_loci_269942_G
1113
3.540368
0
1638
40.43
3
3.657898351
0.314
0.657630449
6


optimal_loci_269959_G
1243
3.476328
11.42
15390
37.48
1
4.92527703
0.216
0.656418959
6


optimal_loci_269960_G
1025
3.476328
0
12524
25.17
1
4.92527703
0.119
0.656360469
6


optimal_loci_269962_G
1209
3.476328
13.07
10067
37.63
1
4.92527703
0.287
0.656310327
6


optimal_loci_270093_G
1918
2.638491
30.76
1393
35.71
2
6.421003684
0.123
0.639411429
2


optimal_loci_270127_G
1231
1.701088
0
10450
60.68
1
21.23779007
0.708
0.633002429
6


optimal_loci_270161_G
1235
1.697198
0
4296
40.08
2
12.0156428
0.097
0.628422837
5


optimal_loci_270183_G
1187
1.697198
0
2748
37.32
3
8.939836293
0.228
0.625398898
5


optimal_loci_270191_G
1327
1.702848
0
2001
45.29
4
48.01830865
0.541
0.623830388
5


optimal_loci_270193_G
1472
1.702848
12.3
3696
47.07
4
48.01830865
0.217
0.62377451
5


optimal_loci_270318_G
1277
0.0978
2.43
2562
34.84
2
1.903183613
0.131
0.609825306
2


optimal_loci_270319_G
1528
0.0978
5.24
1001
39.79
2
1.903183613
0.117
0.609793449
2


optimal_loci_270453_G
2605
1.326868
2
3239
56.77
2
1.01938037
0.553
0.595284857
2


optimal_loci_270455_G
1047
1.326868
0
2001
53.77
1
51.09027802
0.409
0.594767061
2


optimal_loci_270540_G
2552
1.775215
1.21
6652
58.5
3
9.785157012
0.797
0.581045102
6


optimal_loci_270586_G
1232
1.620883
0
2630
42.77
3
6.154228265
0.282
0.578049102
6


optimal_loci_270588_G
1816
1.620883
38.6
2357
34.03
4
11.78365912
0.219
0.577903653
6


optimal_loci_270614_G
1036
1.00276
0
14037
43.43
1
8.533128255
0.188
0.575231918
6


optimal_loci_270617_G
1951
1.00276
35.11
8599
51.2
1
8.533128255
0.489
0.575120939
6


optimal_loci_270648_G
1143
0.861921
0
4280
54.76
2
19.58274306
0.489
0.572324082
6


optimal_loci_270806_G
1357
1.566932
39.94
5768
39.42
3
35.3917928
0.191
0.554286122
2


optimal_loci_270813_G
1185
1.566932
7.43
1999
52.99
5
8.260391208
0.565
0.553793245
2


optimal_loci_270964_G
1694
1.228814
0
17023
48.22
1
12.2216317
0.29
0.534730714
2


optimal_loci_270967_G
1765
1.287103
0
2676
39.26
3
5.334833815
0.233
0.534066551
2


optimal_loci_271142_G
1338
0.256029
0
2933
55.15
1
1.441806411
0.588
0.510322714
2


optimal_loci_271143_G
1007
0.256029
0
4341
36.64
1
1.441806411
0.112
0.510300735
2


optimal_loci_271427_G
1337
0.190844
2.09
2527
47.79
1
6.228121554
0.566
0.467302327
3


optimal_loci_271429_G
1515
0.190844
0
4329
49.5
1
6.228121554
0.387
0.467261918
3


optimal_loci_271470_G
1413
0.190054
0
1341
46.14
1
2.62846104
0.36
0.462183694
5


optimal_loci_271544_G
1047
0.194034
28.65
8169
35.33
2
12.89989852
0.079
0.45439251
3


optimal_loci_271566_G
2730
0.194034
15.24
9722
36.92
2
12.89989852
0.239
0.45373251
3


optimal_loci_271925_G
1172
0.274684
0
2594
38.48
3
175.5295341
0.223
0.393387286
4


optimal_loci_271933_G
1697
0.274684
7.84
1001
35.88
3
175.5295341
0.1
0.393139592
4


optimal_loci_271941_G
1521
0.246256
6.51
5222
39.05
2
0.122464927
0.127
0.391393633
4


optimal_loci_271952_G
1063
0.185326
0
4572
52.21
5
3.161612512
0.455
0.389508796
4


optimal_loci_272676_G
1453
0.044049
14.04
2383
37.5
1
4.338804611
0.205
0.302145673
2


optimal_loci_272772_G
1237
0.027479
16.09
11338
42.19
2
1.28621299
0.294
0.292089959
2


optimal_loci_274354_G
1065
0.843707
27.79
3171
37.65
1
49.51442783
0
0.076372
1


optimal_loci_277835_G
1112
0.012239
3.78
1001
48.38
2
9.987865596
0.502
0.168025857
4


optimal_loci_277848_G
1002
0.054227
5.49
3548
34.33
1
0.192675565
0.125
0.168971218
4


optimal_loci_277850_G
1068
0.054227
4.4
1001
56.92
1
0.192675565
0.534
0.168991163
4


optimal_loci_277874_G
1680
0.177696
8.21
7886
46.6
2
8.242179455
0.454
0.171704016
4


optimal_loci_278057_G
1955
0.394799
13.76
5337
43.73
3
12.01587433
0.469
0.17964927
2


optimal_loci_278096_G
2749
0.084588
4.07
1001
42.08
4
1.784685364
0.258
0.182800361
2


optimal_loci_278641_G
1323
0.068743
13.23
1813
39.75
1
4.20098825
0.119
0.216692302
1


optimal_loci_278767_G
1024
0.034465
4.59
15296
41.4
2
106.6647028
0.355
0.22231555
2


optimal_loci_278782_G
1298
0.034465
12.25
2973
40.67
3
0.704362835
0.098
0.222930509
2


optimal_loci_280543_G
1000
0.213371
22.2
1001
37.2
1
20.57704449
0.162
0.313708954
3


optimal_loci_280584_G
1182
0.366369
0
2501
36.97
1
10.56120766
0.17
0.314917222
4


optimal_loci_280614_G
1273
0.422272
4.32
15026
41.94
1
141.9498356
0.335
0.316098021
4


optimal_loci_280655_G
1751
0.435001
0
4301
41.46
1
45.63221637
0.128
0.318568828
3


optimal_loci_280754_G
1208
0.443978
3.39
8493
42.3
1
58.04663111
0.28
0.323220894
1


optimal_loci_281185_G
1964
0.210124
18.79
1001
37.52
4
2.024380477
0.187
0.34489953
2


optimal_loci_281269_G
1493
0.300364
2.55
7575
42.73
1
60.2177995
0.299
0.348133904
2


optimal_loci_281441_G
1774
0.962341
0
3313
45.09
1
9.285652493
0.409
0.356790697
3


optimal_loci_281471_G
1125
0.922737
33.78
5797
43.55
1
67.75519299
0.354
0.358903359
3


optimal_loci_281475_G
1011
0.922737
0
2999
41.04
1
67.75519299
0.211
0.358926769
3


optimal_loci_282320_G
1065
1.304454
15.21
2539
36.33
1
3.08188714
0.111
0.396808259
6


optimal_loci_282323_G
1195
1.304454
0
5272
56.06
1
3.08188714
0.667
0.39683023
6


optimal_loci_282339_G
1268
1.381369
10.8
6188
41
2
13.7694667
0.367
0.398335892
6


optimal_loci_282341_G
1306
1.381369
0
1001
39.12
2
13.7694667
0.135
0.398377285
6


optimal_loci_282386_G
1636
1.893277
11.86
13168
52.26
2
7.374282878
0.678
0.399992792
6


optimal_loci_282388_G
1144
1.769503
0
1080
36.97
1
14.74856576
0.057
0.40018699
6


optimal_loci_282498_G
1446
1.213477
2.01
3256
52.97
2
6.667225053
0.582
0.404922742
3


optimal_loci_282499_G
1360
1.213477
0
1796
42.94
2
6.667225053
0.423
0.40493517
3


optimal_loci_282509_G
1101
1.215015
0
15543
43.96
1
12.15460606
0.173
0.405616981
3


optimal_loci_282619_G
1098
0.759206
21.68
1001
38.52
1
2.155247639
0.133
0.410039904
5


optimal_loci_282620_G
1133
0.664858
0
1001
38.21
1
5.190053046
0.212
0.410408178
5


optimal_loci_282653_G
1160
0.43392
8.97
1373
39.65
2
11.6857759
0.224
0.412438417
5


optimal_loci_282656_G
1285
0.43392
0
1001
55.48
2
11.6857759
0.515
0.412457284
5


optimal_loci_282661_G
1310
0.43392
0
19722
36.1
1
12.44017959
0.192
0.412659392
5


optimal_loci_282821_G
1352
0.09638
2.66
5151
54.58
1
73.11300839
0.434
0.419897778
2


optimal_loci_282853_G
1273
0.06929
24.51
1001
30.08
1
32.8057845
0.165
0.42048255
2


optimal_loci_282945_G
1159
0.227602
0
1001
30.37
2
1.292563237
0.114
0.425015519
4


optimal_loci_282950_G
1283
0.239708
8.26
3860
42.08
2
1.292563237
0.252
0.425053672
4


optimal_loci_282994_G
2919
0.320222
39.05
3306
39.7
2
20.52271421
0.231
0.427753679
5


optimal_loci_282995_G
1734
0.378191
10.21
1001
45.21
2
20.52271421
0.403
0.427842815
5


optimal_loci_283035_G
1527
0.397016
3.27
6445
55.73
1
0.686391753
0.574
0.429373953
3


optimal_loci_283161_G
1614
0.316771
0
2146
42.37
1
4.070216057
0.319
0.433478001
1


optimal_loci_283454_G
1230
0.751069
0
16323
42.68
1
11.97488986
0.328
0.445110417
2


optimal_loci_283492_G
2139
0.157776
33.38
13295
32.91
1
28.37262396
0
0.447839839
2


optimal_loci_283613_G
1124
0.004514
25.18
5043
43.95
2
12.26532046
0.308
0.456444804
1


optimal_loci_283802_G
1281
0.004514
0
3807
42.62
1
0.411582228
0.2
0.461585295
3


optimal_loci_283897_G
1205
0.390912
7.8
7728
42.82
2
0.059701066
0.237
0.465147886
3


optimal_loci_283898_G
1084
0.390912
0
6379
50.27
2
0.059701066
0.365
0.465159703
3


optimal_loci_284058_G
1185
0.170168
0
2068
35.69
4
12.60574952
0
0.470715577
1


optimal_loci_284165_G
1001
0.031215
5.29
2545
40.05
2
0.0189369
0.183
0.475768491
2


optimal_loci_284217_G
1195
0.031618
0
10514
47.36
1
98.45957653
0.289
0.477520942
5


optimal_loci_284284_G
1219
0.042462
18.7
17038
34.12
1
15.8654464
0.193
0.480524139
4


optimal_loci_284287_G
1060
0.042462
0
14628
54.71
1
15.8654464
0.541
0.480544792
4


optimal_loci_284292_G
1302
0.043549
0
1001
38.86
1
15.8654464
0.099
0.480735951
4


optimal_loci_284403_G
1006
0.049064
0
2001
38.66
2
46.9359797
0.084
0.485631486
1


optimal_loci_284615_G
1087
0.034447
0
5295
43.14
1
5.682016343
0.333
0.492655576
6


optimal_loci_284623_G
1576
0.034276
0
2718
33.69
2
18.23962495
0.031
0.492810319
6


optimal_loci_284638_G
1066
0.032596
0
6875
44.27
1
0.358756146
0.359
0.493268059
6


optimal_loci_284639_G
1291
0.032596
0
5501
40.66
1
0.358756146
0.169
0.493277295
6


optimal_loci_284667_G
1792
0.020566
0
8352
34.26
1
110.3450396
0.219
0.495356138
6


optimal_loci_284668_G
1831
0.020566
0
10516
43.03
1
110.3450396
0.21
0.495373534
6


optimal_loci_284976_G
2201
0.407066
0
2001
44.84
1
1.344258109
0.229
0.509847636
1


optimal_loci_285246_G
1669
0.068223
15.28
1656
37.02
1
12.20886168
0.104
0.519548621
1


optimal_loci_285395_G
1059
0.896434
12.09
3681
33.23
1
0.102252241
0
0.528973114
4


optimal_loci_285452_G
1116
0.755051
38.17
2949
35.93
3
0.33728496
0.11
0.530979187
4


optimal_loci_285467_G
1001
0.579108
0
17623
49.35
4
20.15685173
0.217
0.532116262
5


optimal_loci_285474_G
1136
0.564695
33.36
10738
39.7
1
10.8099515
0.149
0.532535029
5


optimal_loci_285555_G
1669
1.118899
0
2001
45.65
1
7.90917327
0.412
0.535996376
6


optimal_loci_285621_G
1172
1.367322
13.65
2028
53.92
1
4.803638731
0.67
0.53798002
5


optimal_loci_285630_G
1253
1.317271
3.51
7615
36.31
2
3.563789243
0
0.538495175
6


optimal_loci_285639_G
3271
1.394503
2.26
18791
46.77
1
7.127578486
0.416
0.538783646
6


optimal_loci_285689_G
1106
0.991013
6.69
18624
54.33
1
31.55014255
0.522
0.541880152
6


optimal_loci_285693_G
1545
0.862974
37.28
2192
35.72
2
4.448647906
0.119
0.542120349
5


optimal_loci_285772_G
1666
0.041794
14.17
9602
44.17
4
3.021940318
0.269
0.545485927
7


optimal_loci_285800_G
1019
0.063301
0
3030
57.99
2
174.4947999
0.52
0.546483236
5


optimal_loci_285825_G
1799
0.522924
35.77
2001
38.63
2
1.379668468
0.117
0.548148722
6


optimal_loci_285863_G
1218
0.55711
15.19
2582
41.54
2
19.90196699
0.292
0.549451753
8


optimal_loci_285865_G
2136
0.55711
0
4811
37.59
2
19.90196699
0.147
0.549469672
8


optimal_loci_285907_G
1152
0.773467
0
3074
47.13
2
151.3101745
0.466
0.550657779
6


optimal_loci_285965_G
1241
0.396476
19.82
2990
40.69
2
0.525620286
0.291
0.552641857
5


optimal_loci_285972_G
1320
0.396476
0
5520
47.12
3
0.354326552
0.291
0.552728791
5


optimal_loci_286229_G
1046
0.124091
0
5692
54.3
1
1.040834222
0.687
0.565866644
1


optimal_loci_286381_G
1006
0.142666
0
2349
48.21
2
4.489570617
0.353
0.574857087
3


optimal_loci_286489_G
1752
0.023571
0
13746
31.33
2
0.238244552
0.188
0.578060938
5


optimal_loci_286490_G
2850
0.023571
0
10699
32.14
2
0.238244552
0.091
0.578076606
5


optimal_loci_286525_G
1535
0.023571
30.23
2690
36.35
1
32.14433632
0.287
0.579397452
6


optimal_loci_286536_G
1229
0.023571
0
17844
45.48
1
1.76234819
0.304
0.579861173
6


optimal_loci_286582_G
1087
0.567314
13.25
2027
45.81
1
5.942335878
0.154
0.582131239
5


optimal_loci_286631_G
1136
0.577352
0
1001
57.74
3
3.319121686
0.552
0.582936609
6


optimal_loci_286771_G
1961
0.566926
16.93
2593
39.52
1
4.483924173
0.187
0.585960177
6


optimal_loci_286781_G
1111
0.559487
0
3642
55.98
1
2.472357099
0.654
0.586548044
5


optimal_loci_286790_G
1049
0.55713
33.46
6673
35.17
2
6.422887686
0.12
0.587470252
4


optimal_loci_286794_G
1383
0.55713
11.93
2225
32.97
1
12.84577537
0.14
0.5875889
4


optimal_loci_286886_G
1366
0.007045
2.12
1001
47.51
2
0.020236907
0.255
0.593230397
3


optimal_loci_286900_G
1178
0.007045
33.36
6301
29.71
1
7.187695509
0.041
0.594761599
3


optimal_loci_286901_G
3222
0.007045
37.12
3046
29.01
1
7.187695509
0.131
0.594771334
3


optimal_loci_287165_G
1302
0.106063
0
1773
37.94
1
14.84998821
0.191
0.60863088
1


optimal_loci_287666_G
1195
0.074725
5.19
15569
33.72
1
9.070756663
0.143
0.630029558
3


optimal_loci_287671_G
1175
0.074725
32.09
12215
44.42
1
9.070756663
0.111
0.630056682
3


optimal_loci_287717_G
1463
0.075836
31.1
2300
44.97
2
12.38904672
0.53
0.631496464
3


optimal_loci_287841_G
1101
0.197687
0
2488
41.32
2
4.408607828
0.327
0.635928439
3


optimal_loci_287878_G
1383
0.25768
0
5033
39.84
1
30.18087186
0.137
0.637782166
7


optimal_loci_287880_G
1305
0.25768
2.91
7916
42.98
1
30.18087186
0.303
0.637805342
7


optimal_loci_287953_G
1123
0.388035
28.14
3017
29.38
2
8.677094776
0.166
0.64084252
6


optimal_loci_287965_G
1007
0.388035
16.39
2139
47.56
2
2.918438086
0.371
0.641283185
6


optimal_loci_287972_G
1020
0.391697
32.45
3222
41.47
3
0.047995127
0.259
0.641604713
6


optimal_loci_287987_G
1069
0.378397
29.47
4816
36.38
4
0.035996346
0.096
0.64176509
6


optimal_loci_288074_G
1619
0.334234
3.83
2608
45.21
4
5.893194419
0.259
0.646161187
2


optimal_loci_288077_G
1061
0.311806
27.8
2279
36.56
3
7.857592558
0.217
0.64638369
2


optimal_loci_288388_G
1040
0.659341
36.25
12598
46.34
1
1.014473783
0.354
0.658316323
3


optimal_loci_288391_G
1247
0.659341
22.21
14283
40.89
1
1.014473783
0.275
0.658329868
3


optimal_loci_288425_G
1113
0.865829
3.41
9159
39.17
3
49.21351536
0.302
0.659644195
3


optimal_loci_288522_G
1212
1.383259
6.19
5826
39.43
3
0.855749646
0.066
0.664008385
1


optimal_loci_289201_G
1443
0.356801
0
1437
44
4
9.920112359
0.31
0.70141494
3


optimal_loci_289203_G
1242
0.356801
0
2812
39.77
4
9.920112359
0.258
0.701430278
3


optimal_loci_289301_G
1952
0.725929
21.93
2001
44.05
1
5.499233704
0.288
0.705025692
3


optimal_loci_289802_G
1317
0.608453
33.26
5498
39.25
2
16.35108464
0.231
0.727684353
5


optimal_loci_289879_G
1322
0.967038
0
3591
35.4
1
22.20324097
0.133
0.730757779
6


optimal_loci_289908_G
1309
1.112916
0
8613
47.13
2
0.235153526
0.396
0.731181023
6


optimal_loci_289913_G
2046
1.112916
1.86
3107
43.64
1
0.470307052
0.272
0.731219361
6


optimal_loci_289919_G
1805
0.484372
22.22
5405
39.55
1
0.470307052
0.148
0.731361386
6


optimal_loci_289955_G
1204
0.52756
33.64
5065
32.55
1
0.017815614
0.219
0.732112292
5


optimal_loci_290360_G
1355
0.195889
0
10995
43.02
2
5.768065735
0.42
0.750176325
3


optimal_loci_290371_G
1514
0.343589
0
1001
43.85
1
0.308259294
0.316
0.750255389
3


optimal_loci_290466_G
1482
0.778839
0
1001
54.72
4
9.024824696
0.649
0.754003824
6


optimal_loci_290491_G
1351
0.806529
24.2
11044
39.08
2
18.21142326
0.044
0.754401232
4


optimal_loci_290498_G
1041
0.820782
0
9453
49.66
1
6.653205347
0.437
0.754800343
4


optimal_loci_290508_G
1225
0.932607
11.92
14724
33.95
1
0.047888079
0.165
0.755415648
5


optimal_loci_290611_G
2232
1.252005
6.41
3250
50.44
2
15.84337594
0.525
0.759292643
8


optimal_loci_290640_G
1109
1.110292
19.12
10168
55.81
1
2.386058817
0.573
0.760083414
7


optimal_loci_290654_G
1830
1.124898
0
1261
43.82
2
3.898681594
0.434
0.760293746
7


optimal_loci_290661_G
2116
1.171806
5.91
12066
34.12
1
22.04087152
0.009
0.760612227
8


optimal_loci_290662_G
1705
1.186038
3.64
10233
52.9
2
31.05019761
0.645
0.760630266
8


optimal_loci_290664_G
1456
1.186038
32.83
8164
40.38
2
31.05019761
0.245
0.7606489
8


optimal_loci_290689_G
1182
1.836717
6.01
4810
46.1
2
0.075034726
0.312
0.761767767
9


optimal_loci_290732_G
1151
1.606537
0
2001
45.35
4
9.892609434
0.303
0.764330548
6


optimal_loci_290742_G
2124
1.619961
6.21
3866
42.65
2
5.499619784
0.292
0.764864031
3


optimal_loci_290841_G
1328
0.06116
5.87
2001
53.61
1
2.039268407
0.627
0.76925225
1


optimal_loci_290967_G
1004
0.444539
0
1001
47.41
4
23.47764534
0.54
0.774246946
1


optimal_loci_291057_G
1197
0.842287
0
8187
35
2
36.7182114
0.177
0.778580009
2


optimal_loci_291068_G
2380
0.842287
18.91
4243
39.15
2
36.7182114
0.145
0.778797962
2


optimal_loci_291264_G
1029
0.775121
20.99
18944
49.95
1
8.239997994
0.241
0.785634511
7


optimal_loci_291274_G
1299
0.767337
39.49
3109
36.25
2
5.741206236
0.106
0.785759638
7


optimal_loci_291315_G
1060
0.735601
0
18491
31.5
2
7.461859755
0.105
0.788182589
7


optimal_loci_291317_G
2499
0.735601
0
34809
38.09
1
14.92371951
0.115
0.788313769
7


optimal_loci_291359_G
1409
0.780001
0
6765
42.86
1
28.01250383
0.148
0.789446221
7


optimal_loci_291360_G
1399
0.780001
14.72
4720
52.25
1
28.01250383
0.46
0.789462741
7


optimal_loci_291367_G
1052
0.780001
26.05
3237
36.12
1
28.01250383
0.088
0.789549482
7


optimal_loci_291571_G
1986
1.431105
37.11
17396
30.56
1
11.98324892
0.053
0.796991616
2


optimal_loci_291669_G
1822
2.033721
1.65
4056
30.24
1
4.318034301
0.192
0.800768252
9


optimal_loci_291724_G
1938
2.696913
18.68
3640
41.58
1
3.906570893
0.276
0.802446303
9


optimal_loci_291727_G
1369
2.696913
4.31
8236
42.8
1
3.906570893
0.179
0.80248325
9


optimal_loci_291731_G
1514
2.974586
0
13529
47.22
1
3.906570893
0.274
0.8025258
10


optimal_loci_291733_G
1243
2.974586
0
15567
53.09
1
3.906570893
0.445
0.802542184
10


optimal_loci_291738_G
1027
3.111136
0
1812
48.78
2
5.10821811
0.501
0.802814802
10


optimal_loci_291758_G
1033
3.542679
0
2204
50.33
1
4.043800199
0.453
0.803431481
10


optimal_loci_291764_G
1802
3.542679
6.6
6086
58.49
1
4.043800199
0.611
0.803462688
10


optimal_loci_291818_G
2560
3.521852
1.48
2700
52.57
1
0.028900943
0.431
0.80542273
9


optimal_loci_291853_G
1567
3.521852
24.12
1419
40.01
1
7.763933339
0.233
0.806516571
7


optimal_loci_291970_G
1073
0.2801
0
11094
38.39
2
0.603514087
0.111
0.814272829
8


optimal_loci_291989_G
1068
0.2801
20.88
1659
38.01
3
48.7848361
0.194
0.814573125
8


optimal_loci_292046_G
1006
0.234705
0
1001
34.99
2
6.866701362
0
0.815905965
9


optimal_loci_292060_G
1960
0.236671
0
4732
48.46
2
3.470798133
0.448
0.816378055
9


optimal_loci_292062_G
1173
0.230649
13.98
3481
48.33
2
3.470798133
0.371
0.816498889
9


optimal_loci_292063_G
1213
0.232358
2.8
2152
41.38
2
3.470798133
0.339
0.816509251
9


optimal_loci_292069_G
1018
1.181734
8.84
2407
49.9
2
15.89586569
0.43
0.816854606
9


optimal_loci_292070_G
1360
1.181734
34.63
1001
41.98
2
15.89586569
0.165
0.81686316
9


optimal_loci_292158_G
1290
1.858621
27.83
1002
40.38
2
0.009583778
0.091
0.819804891
9


optimal_loci_292222_G
1004
1.025133
0
4257
45.51
1
1.851795395
0.342
0.822409579
3


optimal_loci_292223_G
1996
1.025133
11.22
2228
41.38
1
1.851795395
0.255
0.822417916
3


optimal_loci_292356_G
1231
0.780392
4.22
2001
46.06
3
8.943541479
0.304
0.83009773
2


optimal_loci_292438_G
1105
1.34785
0
14242
57.91
1
8.931481352
0.793
0.833203714
3


optimal_loci_292506_G
1026
0.35259
0
2519
36.25
2
0.054629179
0.225
0.837146388
3


optimal_loci_292585_G
1980
0.630302
0
4594
36.31
5
9.23245275
0.23
0.840778113
6


optimal_loci_292650_G
1066
0.760218
38.37
19002
38.08
1
0.823793759
0.337
0.84275765
6


optimal_loci_292665_G
1154
0.760218
17.5
3015
55.63
1
3.574698403
0.654
0.842982983
6


optimal_loci_292667_G
1578
0.762258
8.56
7015
58.49
1
3.574698403
0.648
0.843015139
6


optimal_loci_292684_G
1028
0.788346
0
1152
49.51
2
128.7617555
0.52
0.843854554
6


optimal_loci_292717_G
1377
0.791472
0
3541
43.13
1
0.774277851
0.266
0.846251748
6


optimal_loci_292759_G
1417
1.439505
0
2001
33.73
2
1.486953662
0.106
0.848231944
2


optimal_loci_292873_G
2890
2.939861
21.94
1320
35.46
1
10.23319704
0.211
0.854236674
8


optimal_loci_292888_G
1626
3.099502
5.47
4965
45.14
2
5.525162686
0.461
0.85477978
8


optimal_loci_292896_G
1194
3.246784
0
3390
43.71
3
4.940283259
0.509
0.854882318
8


optimal_loci_292933_G
1303
2.249947
39.22
6487
34.68
1
6.716400311
0
0.855946712
8


optimal_loci_292938_G
1610
2.256804
0
1529
39.19
1
6.716400311
0.268
0.856034634
8


optimal_loci_292951_G
1075
2.17716
24.64
2747
33.3
1
20.59103545
0.135
0.856365712
8


optimal_loci_292956_G
1076
1.677454
7.81
2001
41.63
4
35.84786485
0.129
0.85675385
8


optimal_loci_292957_G
1181
1.677454
12.79
2967
38.18
4
35.84786485
0.155
0.856764888
8


optimal_loci_293205_G
1899
3.570491
0
15970
54.81
2
14.99376424
0.761
0.865914262
3


optimal_loci_293228_G
1375
3.325221
0
8524
42.03
1
60.28918545
0.188
0.866963591
3


optimal_loci_293246_G
2239
3.18144
0
2111
40.28
2
0.033029928
0.142
0.867424096
3


optimal_loci_293392_G
1409
1.511465
22.36
2029
37.4
5
1.499082618
0.126
0.87261467
7


optimal_loci_293436_G
1734
1.266051
26.18
9104
41.52
1
41.42102399
0.198
0.873740016
7


optimal_loci_293444_G
1560
1.225719
0
1001
60.76
1
41.42102399
0.661
0.873806555
7


optimal_loci_293477_G
1233
1.194188
6
2001
44.12
3
4.311060452
0.304
0.874906666
7


optimal_loci_293480_G
2764
1.160733
12.41
3230
34.94
1
67.49439944
0.072
0.875379118
7


optimal_loci_293496_G
1220
1.230542
0
1365
39.67
5
57.50537364
0.308
0.876275288
7


optimal_loci_293498_G
1557
1.230542
0
2148
36.54
6
49.34538723
0.068
0.876308087
7


optimal_loci_293611_G
2586
0.581931
32.68
2001
35.42
2
1.118677443
0.187
0.882190046
7


optimal_loci_293613_G
1075
0.581931
0
14812
39.06
3
1.106707451
0.112
0.882293034
7


optimal_loci_293619_G
1617
0.581931
0
1136
43.22
4
10.63590035
0.291
0.882418016
7


optimal_loci_293663_G
2004
0.445122
12.08
3659
48.8
1
17.61558533
0.417
0.884167613
9


optimal_loci_293703_G
1138
0.421908
0
3215
43.32
2
1.019665829
0.308
0.885326184
11


optimal_loci_293709_G
1034
0.421908
0
6891
51.06
2
1.019665829
0.237
0.885355736
11


optimal_loci_293717_G
1964
0.421908
0
2001
53.71
3
22.04649826
0.526
0.885402161
11


optimal_loci_293827_G
1508
0.37465
0
15873
39.52
1
2.262439347
0.308
0.88801394
8


optimal_loci_293828_G
1122
0.37465
0
14529
35.02
1
2.262439347
0.114
0.888027847
8


optimal_loci_293837_G
1322
0.367499
0
3275
43.49
3
0.803565129
0.374
0.8882879
7


optimal_loci_293843_G
1130
0.367499
31.77
2805
39.73
3
0.060258218
0.22
0.888370839
7


optimal_loci_293940_G
1016
1.039875
3.25
1428
50.59
3
29.63421377
0.571
0.893456359
7


optimal_loci_293943_G
1381
1.039875
2.39
4491
56.91
3
29.63421377
0.707
0.893480982
7


optimal_loci_293947_G
1422
1.039875
0
7059
47.74
4
22.22566033
0.392
0.893525052
7


optimal_loci_293950_G
1086
1.039875
0
4828
54.41
4
22.22566033
0.475
0.893545688
7


optimal_loci_293951_G
1249
1.039875
0
3293
37.22
4
22.22566033
0.157
0.893556718
7


optimal_loci_293955_G
2194
1.039875
3.65
1001
54.46
3
5.284577029
0.548
0.893633868
7


optimal_loci_293957_G
1778
1.039875
10.35
2001
36.83
3
0.702463935
0.081
0.893791657
7


optimal_loci_294090_G
2579
1.770642
0
1001
33.96
3
60.52538931
0.081
0.899518922
5


optimal_loci_294091_G
1044
1.791261
27.01
2001
63.21
2
77.38052296
0.61
0.899659042
5


optimal_loci_294101_G
2121
1.882722
12.92
2001
45.78
5
0.492542587
0.331
0.900189116
5


optimal_loci_294122_G
1209
2.123974
0
3055
53.43
2
2.947714525
0.456
0.901357157
10


optimal_loci_294149_G
1330
3.039612
31.05
1473
41.05
3
0.773728794
0.1
0.902587926
10


optimal_loci_294168_G
1306
3.467687
0
2080
36.06
3
0.422355545
0.214
0.90436566
7


optimal_loci_294172_G
1415
3.467687
6.78
1001
49.46
3
0.422355545
0.318
0.904458028
7


optimal_loci_294176_G
1014
3.467687
0
2611
31.75
2
0.024948144
0.081
0.904514534
7


optimal_loci_294226_G
1987
3.865686
0
6357
45.09
3
0.068891888
0.351
0.905340476
7


optimal_loci_294227_G
4180
3.871392
8.23
2998
49.06
3
0.068891888
0.431
0.905357165
7


optimal_loci_294297_G
1045
4.1893
30.72
1001
64.3
2
11.80999285
0.715
0.910194739
7


optimal_loci_294298_G
1334
4.1893
0
2894
60.34
3
7.873328565
0.631
0.910259782
7


optimal_loci_294304_G
1021
4.1893
0
7881
57.1
3
7.873328565
0.722
0.910299873
7


optimal_loci_294377_G
1069
5.771985
0
2001
27.4
3
48.68006806
0.115
0.912768148
8


optimal_loci_294384_G
1776
6.242806
14.64
7556
40.42
4
36.51005105
0.268
0.912812804
8


optimal_loci_294389_G
2199
6.242806
6.41
8347
39.24
4
36.51005105
0.129
0.912874978
8


optimal_loci_294390_G
2436
6.242806
5.17
5725
44.37
3
0.055425512
0.379
0.912894151
8


optimal_loci_294447_G
1036
5.289242
28.19
6067
37.83
2
37.29427462
0.191
0.915583
9


optimal_loci_294489_G
3010
6.112561
4.98
2001
54.95
3
13.5564375
0.519
0.917652846
7


optimal_loci_294497_G
1357
5.488267
0
5696
53.86
1
7.14355909
0.463
0.918268239
8


optimal_loci_294519_G
1164
5.488267
25.26
2847
56.61
5
1.924515025
0.456
0.919006789
10


optimal_loci_294521_G
1332
5.488267
29.43
2712
59.53
5
1.924515025
0.576
0.919018236
10


optimal_loci_294554_G
3415
2.59415
2.02
1001
54.52
3
14.42653471
0.647
0.92023267
9


optimal_loci_294580_G
1200
2.392434
24.33
2385
37.41
3
1.200171734
0.097
0.921254546
9


optimal_loci_294598_G
1007
3.165397
39.72
2674
30.48
3
4.923799946
0.124
0.921947234
9


optimal_loci_294605_G
1578
3.565981
0
12537
44.55
1
6.914488156
0.3
0.922585819
11


optimal_loci_294620_G
1235
3.489276
0
2001
50.6
1
6.914488156
0.307
0.922779365
11


optimal_loci_294684_G
1227
4.556196
0
2182
40.5
4
0.31793415
0.17
0.925803754
9


optimal_loci_294697_G
1364
4.408619
36.44
2001
46.7
2
3.320108682
0.314
0.926258857
8


optimal_loci_294706_G
1127
4.343861
24.31
5915
60.15
4
9.278650197
0.705
0.926347889
8


optimal_loci_294707_G
1043
4.343861
11.31
7427
56.47
4
9.278650197
0.454
0.926360044
8


optimal_loci_294750_G
1017
5.226071
0
2726
57.22
4
6.035895463
0.783
0.928479314
9


optimal_loci_294799_G
1091
5.476795
11.09
5719
38.4
1
8.267024677
0.104
0.929357654
10


optimal_loci_294861_G
1583
4.449325
0
1001
50.09
2
2.499680946
0.459
0.930826907
6


optimal_loci_294872_G
3153
4.44163
1.46
1841
50.39
2
0.384531635
0.433
0.931084967
6


optimal_loci_294905_G
1736
3.89775
1.79
1630
37.44
4
0.382070083
0.153
0.931716896
6


optimal_loci_294928_G
1153
3.895356
3.12
13078
55.59
1
1.829251261
0.609
0.932703392
5


optimal_loci_295103_G
1015
1.597301
21.58
2001
57.43
5
2.662998723
0.713
0.937445969
3


optimal_loci_295106_G
1113
1.597301
0
4074
42.4
5
2.662998723
0.148
0.937462634
3


optimal_loci_295163_G
1199
1.117321
8.67
2153
39.19
4
13.80460322
0.198
0.939698044
3


optimal_loci_295303_G
1684
4.954896
7.84
1001
42.39
4
2.610055095
0.318
0.944736134
5


optimal_loci_295307_G
1284
4.954896
0
3398
48.13
5
2.088044076
0.433
0.944819024
5


optimal_loci_295308_G
1292
4.954896
7.59
2001
33.04
6
1.862779733
0.045
0.94483019
5


optimal_loci_295327_G
1673
5.491067
0
1001
44.88
6
36.94047036
0.275
0.945927577
6


optimal_loci_295369_G
1040
7.074688
0
1754
48.46
3
39.37108398
0.51
0.94739626
6


optimal_loci_295426_G
1228
4.61963
0
2676
44.29
3
11.83441078
0.179
0.949703272
3


optimal_loci_295514_G
1581
8.439349
22.58
1001
40.86
3
5.43326026
0.392
0.953886931
11


optimal_loci_295531_G
1536
6.169669
13.74
1891
51.95
3
4.36037612
0.609
0.954537976
11


optimal_loci_295553_G
1096
5.641429
0
15285
54.83
1
2.495669796
0.495
0.954853394
11


optimal_loci_295565_G
2145
5.785598
28.53
2985
39.95
2
5.173842788
0.077
0.955068614
11


optimal_loci_295573_G
2791
5.785598
8.31
3719
47.43
3
3.449228525
0.486
0.9551605
11


optimal_loci_295581_G
2065
5.785598
10.12
1116
48.71
2
4.114889806
0.412
0.955323337
11


optimal_loci_295586_G
1050
5.785598
34.1
7657
43.52
2
4.114889806
0.337
0.95537592
11


optimal_loci_295587_G
1624
5.785598
13.85
8811
42.73
2
4.114889806
0.265
0.955385197
11


optimal_loci_295605_G
1103
5.785598
0
9806
38.89
3
0.731242432
0.15
0.955497309
11


optimal_loci_295651_G
2662
6.900009
6.5
11687
39.4
1
3.764142907
0.282
0.95689217
14


optimal_loci_295655_G
1435
6.635994
0
11188
38.04
1
3.764142907
0.258
0.957116675
14


optimal_loci_295702_G
1168
5.179007
11.73
1103
39.81
5
0.307488911
0.376
0.959539176
6


optimal_loci_295705_G
1632
5.027718
0
1001
40.01
4
0.384361138
0.267
0.959676819
8


optimal_loci_295706_G
1887
4.798528
25.81
2704
37.83
5
1.574808586
0.264
0.959743358
8


optimal_loci_295746_G
1982
4.841382
23.61
10269
38.54
2
4.007854195
0.124
0.961421987
7


optimal_loci_295802_G
1541
7.097126
11.94
3549
32.83
1
0.083402662
0.144
0.963634815
9


optimal_loci_295803_G
1434
7.097126
23.29
2082
36.68
1
0.083402662
0.241
0.963647469
9


optimal_loci_295839_G
1055
9.053264
10.62
1167
39.62
3
19.72127118
0.167
0.964759092
7


optimal_loci_295852_G
1559
10.280511
15.52
2047
36.36
8
9.657668062
0.158
0.966186937
8


optimal_loci_295856_G
2764
10.280511
0
2001
53.47
7
11.68378243
0.607
0.966387743
8


optimal_loci_295866_G
1566
10.280511
0
2076
36.9
4
9.121556802
0.207
0.966559978
8


optimal_loci_295919_G
1177
9.681066
7.48
1424
42.31
5
0.950473418
0.3
0.969463508
11


optimal_loci_295930_G
1092
9.459949
9.16
4786
58.79
5
0.443736148
0.649
0.969678857
11


optimal_loci_295976_G
1366
7.171294
2.93
2001
44.58
6
52.16671728
0.29
0.971349576
8


optimal_loci_295977_G
1061
7.171294
9.14
4281
43.16
6
52.24372949
0.24
0.971367904
8


optimal_loci_295994_G
1219
6.906294
5
1952
54.38
2
5.13340149
0.681
0.972345574
8


optimal_loci_295997_G
1136
6.230438
7.57
5461
50.79
2
5.13340149
0.689
0.972379925
8


optimal_loci_295998_G
1300
6.230438
0
4128
50.38
2
5.13340149
0.241
0.972389322
8


optimal_loci_296004_G
1071
6.230438
37.35
2759
42.11
2
5.13340149
0.237
0.972487711
8


optimal_loci_296074_G
1014
3.821779
6.61
1001
34.12
5
8.959838196
0.102
0.977475695
3


optimal_loci_296080_G
1513
6.430839
13.09
3486
37.73
2
9.741649793
0.229
0.977630397
3


optimal_loci_296141_G
2113
4.5384
18.5
1195
34.97
4
3.001843464
0.161
0.980135675
8


optimal_loci_296201_G
1377
5.866411
8.28
3563
45.38
3
0.128591159
0.223
0.982118468
8


optimal_loci_296212_G
2318
7.070056
24.72
3056
40.37
3
4.358285351
0.255
0.982474008
8


optimal_loci_296214_G
1267
7.070056
21.78
6362
43.48
3
4.358285351
0.222
0.982500585
8


optimal_loci_296234_G
1839
7.070056
3.05
2001
35.34
2
6.072147921
0.16
0.983157547
9


optimal_loci_296257_G
1373
8.37364
5.9
10185
31.31
4
13.26235774
0.056
0.984166794
10


optimal_loci_296259_G
1045
8.37364
0
8519
53.77
4
13.26235774
0.629
0.984182824
9


optimal_loci_296288_G
2124
8.721914
9.18
1094
52.77
3
5.843749771
0.393
0.985027094
10


optimal_loci_296360_G
1243
7.333232
19.87
1001
33.22
3
22.35441365
0.206
0.986976364
8


optimal_loci_296401_G
1337
6.461192
7.33
6057
42.18
5
6.458609445
0.342
0.988112651
7


optimal_loci_296432_G
1856
3.86221
4.36
2201
40.78
3
37.11491159
0.154
0.989040592
5


optimal_loci_296433_G
1597
4.124494
30.62
2034
33.62
3
37.11491159
0.13
0.989066678
4


optimal_loci_296573_G
1056
3.135289
14.2
1467
43.08
1
103.2735874
0.339
0.995333946
2


optimal_loci_296657_G
1036
5.081912
35.33
9084
58.3
2
1.78055276
0.745
0.999084777
2


optimal_loci_296698_G
1263
1.248527
0
17237
31.43
1
3.780127648
0.044
0.995330222
1


optimal_loci_296850_G
2240
2.294539
28.17
1751
37.72
1
0.553373189
0.193
0.98665536
2


optimal_loci_297010_G
1135
3.814919
2.56
1279
56.21
1
1.701140576
0.558
0.979909834
4


optimal_loci_297045_G
1604
5.350414
10.41
3458
42.01
2
16.13531952
0.194
0.978058684
3


optimal_loci_297046_G
1310
5.350414
0
2001
30.91
2
16.13531952
0.072
0.978038504
3


optimal_loci_297221_G
1012
2.899245
0
5138
35.07
2
5.275177508
0.072
0.96861356
2


optimal_loci_297224_G
1032
2.899245
12.5
3715
41.76
2
5.275177508
0.235
0.968543947
2


optimal_loci_297529_G
1371
3.502249
21.37
1001
51.71
1
4.951604973
0.494
0.954082978
3


optimal_loci_297578_G
2276
4.029707
0
1349
43.4
1
6.700193481
0.197
0.951786427
3


optimal_loci_297653_G
3077
3.033472
0.91
1690
53.85
1
31.13736694
0.519
0.949322161
3


optimal_loci_297768_G
2308
2.754498
0
2001
38.69
3
7.920523329
0.096
0.940402825
3


optimal_loci_297811_G
1177
2.388084
0
19983
47.4
1
9.980498693
0.334
0.937274224
3


optimal_loci_297874_G
1514
2.84742
35.87
2163
39.56
1
0.343576271
0.155
0.933865776
3


optimal_loci_298133_G
1745
1.264766
0
4328
38.62
1
0.724675639
0.113
0.921559709
1


optimal_loci_298665_G
1656
4.254791
0
3504
35.99
1
316.4915148
0.178
0.892282064
4


optimal_loci_298702_G
1180
3.362305
18.05
6070
35.33
3
0.010310607
0.153
0.888880859
7


optimal_loci_298732_G
1162
3.611802
12.31
4045
43.8
3
2.472965959
0.391
0.886641219
8


optimal_loci_298733_G
1022
3.611802
0
2375
36.59
3
2.472965959
0.132
0.886618089
8


optimal_loci_298791_G
1415
3.427498
0
2899
54.91
3
7.001509253
0.408
0.883243518
7


optimal_loci_298800_G
1120
3.427498
0
11150
41.33
2
7.412435501
0.412
0.883003947
7


optimal_loci_298809_G
2197
3.427498
2.05
1243
48.97
2
2.153059929
0.461
0.882848199
7


optimal_loci_298834_G
2103
4.086664
14.55
5012
40.32
1
9.147143003
0.282
0.880654765
9


optimal_loci_298913_G
1089
3.322718
19.74
2001
34.8
3
18.55909886
0.219
0.875886801
4


optimal_loci_298920_G
4316
3.308378
3.54
2191
34.36
3
18.55909886
0.267
0.875769792
4


optimal_loci_298931_G
1271
2.628248
17.62
2933
50.82
1
2.215729991
0.271
0.875309363
4


optimal_loci_299140_G
1827
2.037028
11.33
1001
40.28
2
1.077952064
0.274
0.865281247
1


optimal_loci_299564_G
1543
6.065648
16.2
1452
34.34
5
16.30054185
0.014
0.844320042
7


optimal_loci_299596_G
1257
7.422203
29.04
16936
46.14
1
0.04486811
0.365
0.842914307
7


optimal_loci_299630_G
1110
8.213799
0
2075
42.97
3
3.12206818
0.138
0.841279972
7


optimal_loci_299655_G
1075
9.016994
0
4469
49.95
2
19.19551296
0.321
0.839948089
7


optimal_loci_299681_G
1259
9.147114
31.93
13928
41.69
1
38.39102592
0.296
0.839606939
7


optimal_loci_299695_G
1556
9.246771
23.33
19842
43.31
1
5.357514118
0.277
0.839227244
7


optimal_loci_299710_G
1215
9.515288
0
3016
33.66
2
13.67828828
0
0.837949238
7


optimal_loci_299825_G
1501
2.435346
0
10169
34.84
1
2.305088402
0.185
0.828541233
5


optimal_loci_299840_G
1203
2.435346
15.88
18236
43.72
1
4.8919305
0.285
0.827586247
5


optimal_loci_299895_G
1532
1.933594
0
2229
40.01
2
1.425716602
0.138
0.822711981
6


optimal_loci_299898_G
2289
1.933594
0
5329
52.38
2
1.425716602
0.434
0.82265856
6


optimal_loci_299907_G
3702
1.933594
15.37
13907
44.78
2
1.425716602
0.371
0.82252018
6


optimal_loci_299952_G
3112
2.386754
1
1001
51.06
2
81.12879049
0.383
0.817694266
8


optimal_loci_299986_G
2460
2.701299
9.15
3092
36.3
2
23.45904926
0.151
0.813959723
10


optimal_loci_299991_G
1353
1.473518
14.12
10764
46.04
3
8.132973163
0.328
0.813296842
11


optimal_loci_299992_G
2984
1.466996
1.04
7548
47.78
3
8.132973163
0.341
0.813252299
11


optimal_loci_299997_G
1192
1.437492
0
3221
59.22
2
8.509757475
0.582
0.813192368
12


optimal_loci_300036_G
1121
1.567047
28.01
2617
48.17
4
0.012198886
0.342
0.809414945
11


optimal_loci_300038_G
1810
1.567047
0
3319
35.91
4
0.012198886
0.211
0.809381634
11


optimal_loci_300039_G
1009
1.567047
3.17
2001
42.22
4
0.012198886
0.216
0.80936338
11


optimal_loci_300068_G
1271
2.197697
19.91
4549
35.01
1
0.744422485
0
0.807375873
11


optimal_loci_300077_G
1126
2.15789
0
4653
57.1
2
0.372211243
0.706
0.807034266
11


optimal_loci_300082_G
2242
2.15789
26.36
4551
45.45
2
0.031021048
0.324
0.80686151
10


optimal_loci_300092_G
1143
3.907731
0
4036
52.84
1
4.860200121
0.58
0.80625482
8


optimal_loci_300258_G
1341
2.132783
0
3010
44.74
4
11.59814366
0.292
0.794572839
4


optimal_loci_300312_G
1059
3.908817
33.71
3385
34.65
1
0.852808878
0.268
0.789875028
9


optimal_loci_300325_G
1024
3.908817
35.16
1987
29.98
1
0.3935799
0.107
0.788046994
9


optimal_loci_300327_G
1036
3.866042
0
16762
50.57
1
0.3935799
0.3
0.787645803
9


optimal_loci_300332_G
1637
3.601117
28.65
5970
57.17
3
10.84953682
0.714
0.78726849
8


optimal_loci_300333_G
1103
3.601117
0
4526
38.62
3
10.84953682
0.229
0.78724849
8


optimal_loci_300335_G
1134
3.601117
0
2523
59.7
3
10.84953682
0.487
0.787220748
8


optimal_loci_300336_G
1489
3.601117
0
1001
54.93
3
10.84953682
0.477
0.787199668
8


optimal_loci_300342_G
1019
3.601117
0
6671
53.97
1
1.96461718
0.474
0.786674294
8


optimal_loci_300405_G
1285
3.467444
0
1573
38.36
2
14.21188615
0.15
0.779606994
1


optimal_loci_300478_G
1541
2.452276
0
1001
43.21
3
3.395550644
0.249
0.771720152
3


optimal_loci_300497_G
1008
2.518131
0
2190
47.91
1
10.72413877
0.255
0.769363657
4


optimal_loci_300544_G
1005
1.129265
10.65
2001
33.53
2
2.313854252
0
0.764802784
4


optimal_loci_300564_G
1269
1.129265
33.02
7934
27.81
2
2.313854252
0
0.764326053
3


optimal_loci_300708_G
2163
1.326242
8
2001
46.92
2
28.78650743
0.376
0.755794349
2


optimal_loci_300741_G
1058
1.054092
9.74
4137
43.19
2
17.7091547
0.228
0.754426163
2


optimal_loci_300888_G
1521
3.234353
0
2001
49.17
3
30.04627457
0.498
0.742086745
1


optimal_loci_301076_G
1605
1.510241
0
17019
42.42
1
0.391906751
0.208
0.723656247
9


optimal_loci_301132_G
1302
2.280779
29.19
2651
38.86
1
2.516137819
0.164
0.719693172
9


optimal_loci_301172_G
1292
2.835187
0
1960
42.1
2
11.10367777
0.258
0.71862705
9


optimal_loci_301175_G
1451
2.835187
0
7198
52.3
2
11.10367777
0.627
0.718467853
10


optimal_loci_301176_G
1056
2.835187
0
6058
51.89
2
11.10367777
0.508
0.718452064
10


optimal_loci_301180_G
1198
2.835187
0
3690
43.73
2
11.10367777
0.26
0.718419266
10


optimal_loci_301186_G
1121
2.835187
0
2619
36.3
1
10.34039409
0.148
0.718246607
10


optimal_loci_301187_G
1055
2.835187
0
4032
34.4
1
10.34039409
0.111
0.71822795
10


optimal_loci_301189_G
1313
2.835187
0
1001
38.53
1
12.03613415
0.178
0.717545873
12


optimal_loci_301264_G
1328
3.033768
0
2227
34.78
2
8.033189196
0.089
0.71160018
10


optimal_loci_301273_G
1749
3.286309
0
1001
46.14
3
1.368374122
0.468
0.711001579
5


optimal_loci_301275_G
1458
3.286309
0
1422
54.52
3
1.368374122
0.504
0.710973546
5


optimal_loci_301283_G
1623
3.358807
10.91
5134
44.79
1
0.131299031
0.324
0.710486288
4


optimal_loci_301417_G
2001
5.793916
0
1184
46.47
2
17.44441319
0.339
0.699111801
7


optimal_loci_301438_G
1638
5.793916
0
3584
51.46
2
2.074196295
0.615
0.697823421
7


optimal_loci_301440_G
1286
5.793916
0
5747
49.45
2
2.074196295
0.282
0.697798338
7


optimal_loci_301442_G
1035
5.793916
0
8099
52.27
2
2.074196295
0.407
0.697769238
7


optimal_loci_301465_G
1233
0.993297
3.65
1894
36.09
2
0.79082646
0.123
0.695703296
7


optimal_loci_301466_G
1804
0.993297
0
3185
55.82
2
0.79082646
0.53
0.695677507
7


optimal_loci_301467_G
1422
0.993297
0
5100
55.2
2
0.79082646
0.423
0.695656274
7


optimal_loci_301696_G
2016
1.355245
18.7
2548
34.77
2
3.013567254
0.227
0.679582465
13


optimal_loci_301715_G
1071
0.929136
6.44
2001
48.73
2
2.335091639
0.367
0.677793532
13


optimal_loci_301721_G
1608
0.929136
2.11
2404
41.23
3
1.564302377
0.269
0.677614681
13


optimal_loci_301732_G
1431
0.854002
11.67
14321
61.56
1
14.09338886
0.654
0.676926787
13


optimal_loci_301733_G
1499
0.854002
0
12446
52.83
1
14.09338886
0.392
0.676900817
13


optimal_loci_301766_G
1022
0.854002
35.13
5132
42.85
1
3.067375447
0.182
0.675211233
13


optimal_loci_301769_G
1116
0.854002
35.22
2855
45.51
1
3.067375447
0.21
0.675179695
13


optimal_loci_301770_G
1246
0.854002
11.32
1553
43.49
1
3.067375447
0.24
0.675161662
13


optimal_loci_301773_G
2254
0.729029
0
7186
42.67
1
3.067375447
0.335
0.674961745
14


optimal_loci_301774_G
2194
0.729029
0
9762
45.03
1
3.067375447
0.402
0.674926898
14


optimal_loci_301784_G
1384
0.721942
0
7689
37.71
2
24.72493049
0.237
0.674256994
14


optimal_loci_301789_G
1917
0.721942
0
2942
59.72
2
24.72493049
0.56
0.674191247
14


optimal_loci_301793_G
1002
0.721942
0
1929
51.89
2
24.72493049
0.522
0.674063269
14


optimal_loci_301834_G
1126
0.576579
2.66
3621
59.5
1
24.8823702
0.61
0.668139501
10


optimal_loci_301840_G
2022
0.293834
22.21
2378
42.08
2
5.915466388
0.243
0.666951191
5


optimal_loci_301849_G
1631
0.406899
26.43
6774
42.3
2
23.17255207
0.243
0.665686994
5


optimal_loci_301852_G
1372
0.406899
10.2
2603
54.44
2
23.17255207
0.688
0.665629224
5


optimal_loci_301874_G
1138
0.543845
0
4647
54.83
1
5.867904192
0.362
0.662495249
5


optimal_loci_302109_G
1293
1.007802
10.83
1001
42.07
5
22.26795037
0.359
0.63143867
5


optimal_loci_302113_G
3090
1.007802
2.07
1203
41.81
4
28.48683914
0.315
0.631218837
5


optimal_loci_302132_G
1096
0.91504
21.35
3156
46.16
1
3.405570733
0.442
0.630063823
5


optimal_loci_302142_G
1038
1.06339
0
15337
47.49
2
11.42144829
0.304
0.628776551
5


optimal_loci_302154_G
1019
0.829055
0
2440
41.8
4
0.549014408
0.239
0.626608186
6


optimal_loci_302185_G
1801
0.348393
30.93
4585
37.36
1
1.261025933
0.19
0.621492853
2


optimal_loci_302339_G
1040
0.513328
0
2001
36.63
3
2.462141555
0
0.60659964
1


optimal_loci_302770_G
2919
0.306174
8.29
2318
48.13
1
100.3878471
0.292
0.567701302
1


optimal_loci_303042_G
1228
0.324949
0
18802
40.3
1
24.3577628
0.074
0.552408421
1


optimal_loci_303342_G
1619
0.175959
0
2462
40.45
1
0.839052661
0.157
0.533096039
2


optimal_loci_303348_G
1390
0.200079
0
2888
44.24
2
0.41952633
0.389
0.532814695
2


optimal_loci_303519_G
1572
0.039369
0
4686
41.98
1
7.627878268
0.141
0.520230983
3


optimal_loci_303562_G
2559
0.097458
4.69
12639
45.68
1
9.198432988
0.251
0.516485817
3


optimal_loci_303563_G
2354
0.097458
2.93
10228
35.51
1
9.198432988
0.234
0.516452424
3


optimal_loci_306860_G
1192
0.010729
20.47
2001
31.87
2
3.687360285
0.177
0.201935194
1


optimal_loci_307149_G
1144
0.011275
3.58
2211
46.24
1
21.04638119
0.347
0.17720856
2


optimal_loci_307208_G
1008
0.012079
0
1233
38.59
3
1.71895366
0.018
0.171122964
2


optimal_loci_307528_G
1511
0.010354
2.18
17662
41.82
1
0.125552643
0.227
0.143835789
2


optimal_loci_307610_G
1045
0.010682
26.6
1506
33.68
3
0.612227236
0.04
0.137802687
3


optimal_loci_307617_G
1138
0.011279
12.92
13963
40.68
1
13.16414637
0.138
0.136569155
2


optimal_loci_307893_G
1371
0.011408
14.51
19700
45
1
46.01070873
0.367
0.112016704
3


optimal_loci_307907_G
1456
0.011405
6.59
18802
33.99
1
4.431326596
0.104
0.109746288
3


optimal_loci_307919_G
1351
0.011405
14.51
6390
41.96
1
4.431326596
0.194
0.109574377
3


optimal_loci_308690_G
1339
0.104158
36.3
2051
38.76
1
6.292958617
0.188
0.038620693
1


optimal_loci_309257_G
1025
0.107333
0
2456
46.63
3
0.073732594
0.508
0.003736149
4


optimal_loci_309261_G
1068
0.098812
0
8955
40.44
3
0.073732594
0.352
0.003813472
4


optimal_loci_309307_G
1825
0.098812
2.47
13125
42.02
1
0.267430176
0.238
0.006303029
4


optimal_loci_309318_G
1131
0.098812
0
8376
43.58
1
0.267430176
0.233
0.006603466
4


optimal_loci_309558_G
2067
0.108949
21.09
2001
58.82
1
35.66343016
0.646
0.022503
1


optimal_loci_309774_G
1236
0.117134
0
15314
42.23
1
265.6740502
0.193
0.0364413
1


optimal_loci_309862_G
1709
0.146942
0
3690
52.01
2
1.398407625
0.587
0.044853175
1


optimal_loci_311097_G
1317
0.118511
22.32
2001
48.51
1
26.6767565
0.621
0.134056042
1


optimal_loci_311466_G
1448
0.083526
20.3
9486
37.91
2
0.106839862
0.069
0.162821202
2


optimal_loci_311494_G
1356
0.095641
0
3214
41.51
1
4.590601551
0.237
0.164602258
2


optimal_loci_311588_G
1955
0.159756
19.64
19760
48.23
1
35.95623478
0.292
0.175363774
2


optimal_loci_311592_G
1327
0.135634
0
12581
40.54
1
35.95623478
0.174
0.175456658
2


optimal_loci_311776_G
1073
0.281064
0
3909
43.33
1
15.6809296
0.21
0.189110595
4


optimal_loci_311834_G
1124
1.037133
0
13715
32.11
1
58.02112333
0.207
0.193231583
4


optimal_loci_311848_G
1075
1.133452
9.77
4838
39.72
1
0.476865557
0
0.194062344
4


optimal_loci_311858_G
1293
1.230924
29.39
15793
44.85
1
0.476865557
0.294
0.194329932
4


optimal_loci_313001_G
1266
0.935704
16.03
19342
31.91
1
24.08542724
0.339
0.277459716
3


optimal_loci_313012_G
1196
0.916873
0
9711
55.93
1
32.96221716
0.719
0.278257092
3


optimal_loci_313089_G
1636
1.074633
8.92
1627
36.06
1
7.804341639
0.057
0.282516984
6


optimal_loci_313135_G
1183
0.35532
0
9172
48.77
2
4.222384557
0.235
0.285466311
4


optimal_loci_313141_G
1328
0.242094
0
2727
49.77
3
3.38069006
0.419
0.285633234
4


optimal_loci_313155_G
1620
0.259872
12.65
2652
36.6
1
2.950784079
0.072
0.28637468
4


optimal_loci_313339_G
2384
0.447483
10.11
8891
34.94
1
1.823138441
0.201
0.298634303
1


optimal_loci_313453_G
2861
0.758351
38.55
2797
40.19
1
4.489935294
0.181
0.305165182
4


optimal_loci_313485_G
1038
0.652791
19.46
2578
50.38
2
4.973999062
0.278
0.306966666
5


optimal_loci_313519_G
1119
0.586322
4.11
2712
52.45
3
9.226473325
0.473
0.309001854
9


optimal_loci_313526_G
1285
0.49731
0
18525
50.5
1
74.84877919
0.433
0.310026176
9


optimal_loci_313549_G
1335
0.478572
0
3443
40.59
2
4.868496395
0.193
0.311706091
12


optimal_loci_313588_G
2985
0.456806
7.67
12018
47.93
1
2.641031546
0.307
0.313156953
12


optimal_loci_313593_G
1551
0.467523
0
1287
56.15
1
2.641031546
0.554
0.313301687
12


optimal_loci_313600_G
1728
0.467523
7.29
9571
47.85
2
0.793929829
0.516
0.31380806
12


optimal_loci_313602_G
1008
0.463976
9.62
5650
43.45
2
0.793929829
0.286
0.313863277
12


optimal_loci_313639_G
1137
0.507019
20.05
4197
54.52
2
0.588159881
0.414
0.316295904
13


optimal_loci_313660_G
1944
0.466246
0
1001
47.99
1
1.210970298
0.419
0.317208852
13


optimal_loci_313661_G
1748
0.45738
0
2001
34.09
1
1.210970298
0.017
0.317282701
13


optimal_loci_313664_G
1386
0.460026
0
19604
53.39
1
27.3816787
0.527
0.31753368
13


optimal_loci_313675_G
1509
0.454932
0
10492
46.45
2
8.334571903
0.627
0.318286036
12


optimal_loci_313735_G
1486
0.284711
15.41
1341
36
3
1.165283222
0.126
0.321060516
9


optimal_loci_313743_G
1132
0.278775
8.3
17518
31
2
0.271030307
0.16
0.321252983
9


optimal_loci_313744_G
1208
0.278775
0
18709
36.92
2
0.271030307
0.094
0.321267153
9


optimal_loci_313790_G
2532
0.158284
33.49
8026
40.91
1
0.29257768
0.211
0.325898988
4


optimal_loci_313902_G
1397
0.196334
0
1619
39.58
1
65.58173399
0.227
0.332114402
3


optimal_loci_313911_G
1164
0.197564
0
13268
36.68
2
13.08867147
0.303
0.332695528
3


optimal_loci_313985_G
1779
0.334771
11.64
7856
37.38
3
3.20851047
0.144
0.335907303
3


optimal_loci_314268_G
1033
1.539808
0
1001
42.01
1
0.330286015
0.323
0.352694706
6


optimal_loci_314275_G
1221
1.539808
0
14399
40.37
1
0.330286015
0.043
0.352998237
6


optimal_loci_314277_G
2141
1.539808
0
16421
35.91
1
0.330286015
0.101
0.353022293
6


optimal_loci_314278_G
1724
1.539808
9.57
19656
43.73
1
0.330286015
0.274
0.353060782
6


optimal_loci_314282_G
1265
1.539808
3
17710
37.86
1
0.152012393
0.124
0.353149895
6


optimal_loci_314296_G
1267
1.325461
11.52
4682
38.98
1
1000.629864
0.311
0.353908568
6


optimal_loci_314815_G
1335
1.147842
0
1104
54.38
3
0.399739849
0.596
0.385245818
3


optimal_loci_314844_G
1030
2.006968
0
3056
35.24
1
4.96829224
0.082
0.38651222
3


optimal_loci_314893_G
1131
0.389888
0
3648
54.46
1
11.53412892
0.645
0.388375322
3


optimal_loci_315232_G
1801
0.218022
0
2139
53.58
2
3.180223053
0.653
0.412099584
4


optimal_loci_315238_G
1094
0.165724
16.64
3487
54.47
2
2.831568458
0.637
0.412906633
6


optimal_loci_315280_G
1012
0.113712
0
1001
42.78
1
1.191938996
0.281
0.415543565
6


optimal_loci_315281_G
2713
0.113712
23.15
2143
36.08
1
1.191938996
0.112
0.415557152
6


optimal_loci_315318_G
1379
0.063375
0
11580
43.94
1
16.60213248
0.368
0.418239842
5


optimal_loci_315319_G
1970
0.063375
24.37
13352
44.61
1
16.60213248
0.352
0.418260925
5


optimal_loci_315523_G
1131
0.57418
28.29
2998
34.48
2
27.1679872
0.243
0.433638749
4


optimal_loci_315535_G
1041
0.585806
0
2001
58.98
5
24.25241075
0.66
0.435561802
4


optimal_loci_315575_G
1322
0.805867
15.43
4285
42.36
2
2.061064597
0.164
0.439014242
4


optimal_loci_315578_G
1016
0.805867
26.57
2001
40.94
2
2.061064597
0.274
0.439045057
4


optimal_loci_315713_G
1799
0.288484
4.89
1001
52.25
1
126.1826236
0.496
0.446690894
2


optimal_loci_315720_G
1232
0.288484
0
4224
45.94
2
12.79728343
0.35
0.447498299
2


optimal_loci_315868_G
1120
0.367956
0
6279
55.89
2
0.156249566
0.503
0.456672975
6


optimal_loci_315871_G
1058
0.367956
0
3655
51.51
2
0.156249566
0.4
0.456704932
6


optimal_loci_315880_G
1324
0.367956
0
5239
61.63
2
1.626842358
0.783
0.45684317
6


optimal_loci_315881_G
2169
0.367956
0
6596
50.89
2
1.626842358
0.546
0.456859315
6


optimal_loci_315885_G
2148
2.611025
0
1174
55.95
1
3.253684716
0.524
0.457086
6


optimal_loci_315952_G
1406
8.502763
0
2001
48.43
3
2.487738197
0.557
0.461200647
6


optimal_loci_316080_G
1054
0.322567
0
2001
58.63
1
0.226766099
0.629
0.470630205
3


optimal_loci_316091_G
1511
0.309772
8.01
2627
39.24
1
15.37181035
0.31
0.471474029
3


optimal_loci_316095_G
1175
0.309188
0
2952
49.7
1
15.37181035
0.419
0.471585926
3


optimal_loci_319409_G
1273
0.062171
15.79
1726
33.54
4
30.23738463
0.089
0.687578531
4


optimal_loci_319475_G
1105
0.301355
7.51
4484
36.56
1
0.19305246
0.002
0.691335704
4


optimal_loci_319479_G
1002
0.301355
0
2502
36.62
1
0.19305246
0
0.6915281
4


optimal_loci_319482_G
1198
0.301355
0
5430
36.39
1
0.19305246
0.111
0.691562936
4


optimal_loci_319724_G
1681
0.640679
0
1001
53.77
1
8.061666666
0.451
0.705587149
1


optimal_loci_319854_G
1097
2.507533
0
2582
47.94
1
28.64285549
0.358
0.715254385
7


optimal_loci_319855_G
1105
2.507533
0
3712
54.66
1
28.64285549
0.605
0.715267829
7


optimal_loci_319856_G
1420
2.507533
0
4850
55.63
1
28.64285549
0.457
0.715281368
7


optimal_loci_319886_G
1234
2.440566
0
10258
57.77
1
14.52145358
0.655
0.718178155
9


optimal_loci_319894_G
1083
2.440566
16.62
5964
56.32
1
0.217517623
0.742
0.718545255
9


optimal_loci_319895_G
1315
2.440566
20.08
4616
44.1
1
0.217517623
0.229
0.718558533
9


optimal_loci_319912_G
1206
2.440566
31.84
3041
39.63
1
8.937809562
0.253
0.719189997
9


optimal_loci_319986_G
1058
2.973522
0
16962
40.07
1
1.119427218
0.165
0.723379611
9


optimal_loci_319990_G
1062
2.973522
0
19105
41.14
1
1.119427218
0.385
0.723405107
9


optimal_loci_320035_G
1204
2.528445
0
1001
52.65
2
6.2750917
0.382
0.725756795
7


optimal_loci_320058_G
1478
2.009509
0
7630
36.19
1
8.607570388
0.054
0.726961984
8


optimal_loci_320090_G
1249
2.009509
0
1960
44.35
4
1.031870132
0.333
0.728167078
8


optimal_loci_320130_G
1054
1.57159
0
6119
43.35
1
7.629229229
0.268
0.73029082
7


optimal_loci_320153_G
1851
1.586047
15.72
18622
33.76
1
9.806341926
0.083
0.73119901
7


optimal_loci_320180_G
1345
1.594624
10.63
1001
43.42
4
6.399937621
0.315
0.732738354
6


optimal_loci_320242_G
2604
0.646803
21.01
7693
52.53
3
9.654484515
0.407
0.735971736
5


optimal_loci_320295_G
2123
0.72059
0
10485
42.91
2
0.040248273
0.257
0.739389221
2


optimal_loci_320417_G
1186
0.141879
0
7654
45.27
2
1.002328878
0.52
0.74573583
8


optimal_loci_320522_G
1667
0.220066
11.94
6626
44.75
2
8.958299025
0.283
0.750877429
15


optimal_loci_320524_G
2395
0.220066
0
8820
38.37
2
8.958299025
0.239
0.750903532
15


optimal_loci_320525_G
1092
0.220066
2.56
12260
52.83
2
8.958299025
0.457
0.75094446
15


optimal_loci_320529_G
2337
0.220066
7.02
16968
54.77
1
1.289057535
0.632
0.7511498
15


optimal_loci_320538_G
1292
0.219967
0
3863
55.57
2
0.644528768
0.386
0.751456377
15


optimal_loci_320539_G
2434
0.219967
0
5856
46.5
2
0.644528768
0.349
0.751480089
15


optimal_loci_320540_G
1300
0.219967
0
9042
60.23
2
0.644528768
0.691
0.751517994
15


optimal_loci_320545_G
1200
0.202832
31.58
4922
42.16
3
1.305417311
0.24
0.751751484
14


optimal_loci_320548_G
1057
0.202832
16.27
2766
45.03
3
1.305417311
0.365
0.751778837
14


optimal_loci_320572_G
1007
0.166624
0
2001
32.37
2
43.76548883
0.105
0.753450994
16


optimal_loci_320575_G
1184
0.166624
20.95
13552
41.55
2
43.76548883
0.389
0.753588423
16


optimal_loci_320608_G
1146
0.137519
0
17455
41.53
2
0.034738551
0.365
0.75481103
16


optimal_loci_320616_G
1326
0.137519
5.51
12370
40.42
2
0.034738551
0.199
0.754869388
16


optimal_loci_320619_G
1108
0.137519
6.59
5275
39.8
3
0.228788069
0.39
0.754956395
16


optimal_loci_320642_G
1763
1.273368
18.77
1442
43.5
2
24.81686989
0.341
0.757750803
8


optimal_loci_320664_G
2079
1.609704
7.26
7235
45.59
3
2.720328493
0.423
0.758976861
8


optimal_loci_320730_G
1432
2.692154
2.58
1029
50.76
5
4.857973972
0.311
0.762565944
5


optimal_loci_320772_G
1784
2.479264
13.17
8131
44.84
1
11.09869624
0.305
0.765437199
5


optimal_loci_320809_G
1214
2.445219
34.93
3063
39.45
3
0.130331272
0.177
0.768131513
5


optimal_loci_320824_G
1053
1.97222
10.73
1001
40.17
4
0.087134745
0.1
0.769084736
5


optimal_loci_320866_G
2864
1.908329
5.34
2210
53.03
2
20.98694264
0.499
0.770918771
6


optimal_loci_320947_G
1345
1.484373
9.96
2420
46.84
2
2.086409499
0.338
0.774456065
7


optimal_loci_320988_G
1702
1.73554
0
6567
38.66
1
2.663769899
0.197
0.776838151
7


optimal_loci_321023_G
1969
1.522931
16.1
1001
53.83
2
7.226076205
0.537
0.779751927
8


optimal_loci_321024_G
1278
1.516636
10.56
2003
45.38
3
4.817384137
0.361
0.779858946
9


optimal_loci_321028_G
1131
1.516636
0
5688
43.58
3
4.817384137
0.223
0.779902789
9


optimal_loci_321058_G
1282
1.584927
15.83
2001
45.7
4
51.73064941
0.481
0.781920511
9


optimal_loci_321088_G
1540
1.434257
0
19597
44.48
1
99.99747594
0.385
0.783895295
8


optimal_loci_321094_G
2103
1.902186
31.91
2089
45.55
2
12.14780072
0.348
0.785099342
9


optimal_loci_321106_G
1430
1.911302
0
3426
37.9
4
37.82179591
0.217
0.785804833
8


optimal_loci_321139_G
1286
1.31177
0
7067
34.91
2
6.289900184
0.251
0.78771468
6


optimal_loci_321200_G
1050
1.338515
0
1001
35.52
4
138.3306384
0.137
0.791068406
5


optimal_loci_321267_G
2440
2.929591
14.14
7033
41.59
4
8.566889422
0.323
0.795079199
7


optimal_loci_321299_G
1219
3.42483
13.37
2940
50.12
2
41.16390648
0.489
0.797619094
6


optimal_loci_321300_G
1309
3.42483
0
1598
52.02
2
41.16390648
0.563
0.79763399
6


optimal_loci_321304_G
1111
3.42483
23.58
3992
55.53
2
41.16390648
0.479
0.79780478
6


optimal_loci_321306_G
1627
3.42483
2.52
1001
48
2
41.16390648
0.436
0.797834226
6


optimal_loci_321348_G
1347
3.586915
0
3326
44.54
3
2.491488828
0.229
0.799813591
6


optimal_loci_321482_G
1284
0.849869
0
2001
41.58
1
14.60249388
0.292
0.807781436
4


optimal_loci_321514_G
1438
0.567202
2.5
1001
36.57
3
6.99164687
0.11
0.809941406
4


optimal_loci_321516_G
1048
0.567202
17.56
1001
50.28
3
6.99164687
0.465
0.809964844
4


optimal_loci_321523_G
1408
0.567202
38.28
10122
37.85
2
10.48747031
0.104
0.810147436
4


optimal_loci_321607_G
1173
2.831885
0
1121
54.47
2
2.552893825
0.685
0.816353714
8


optimal_loci_321631_G
2241
3.121521
12.21
4490
47.92
2
0.906814929
0.492
0.817698652
8


optimal_loci_321636_G
1438
2.852818
0
3986
44.5
3
0.406034343
0.234
0.817866586
8


optimal_loci_321638_G
1088
2.749797
0
1725
49.44
5
5.050184236
0.401
0.818007144
8


optimal_loci_321645_G
1955
3.025227
0
2049
48.74
2
14.43811635
0.279
0.818966149
8


optimal_loci_321646_G
1004
3.025227
0
1001
54.08
2
14.43811635
0.494
0.818989932
8


optimal_loci_321647_G
1070
3.025227
0
2001
54.67
2
14.43811635
0.351
0.819056535
8


optimal_loci_321649_G
2210
3.025227
3.08
2001
48.23
2
14.43811635
0.415
0.819074548
8


optimal_loci_321726_G
1070
1.083824
24.77
1001
45.14
2
9.346091276
0.209
0.825141897
4


optimal_loci_321754_G
1070
1.475012
0
4939
34.48
2
2.580020417
0.184
0.826660171
6


optimal_loci_321766_G
2557
1.682756
8.45
2367
31.91
2
3.883005586
0.086
0.827886883
7


optimal_loci_321807_G
2590
3.070717
8.42
3371
44.78
3
4.037645195
0.267
0.829818265
11


optimal_loci_321826_G
1108
7.34823
20.85
2906
42.14
3
5.095230949
0.37
0.832099031
11


optimal_loci_321831_G
2485
7.34823
0
2072
50.9
2
7.261745756
0.337
0.832209571
11


optimal_loci_321841_G
1603
6.193817
13.6
2421
33.43
2
24.29617511
0.242
0.833414094
10


optimal_loci_321861_G
1191
6.193817
4.95
4385
49.7
1
17.89794293
0.538
0.83420545
9


optimal_loci_321862_G
2482
6.193817
8.82
5885
34.48
1
17.89794293
0.206
0.834223296
9


optimal_loci_321863_G
2546
6.193817
0
8452
52.31
1
17.89794293
0.491
0.834253837
9


optimal_loci_321905_G
1546
5.34609
0
9373
41.84
2
23.32972862
0.254
0.835399443
9


optimal_loci_321933_G
1188
5.879969
25.84
1001
43.51
1
3.448471169
0.143
0.836389298
8


optimal_loci_322046_G
1130
1.567718
15.66
11016
34.42
3
10.73111039
0.182
0.845724782
5


optimal_loci_322066_G
2230
1.727719
1.39
2001
43.09
3
7.168736067
0.246
0.846930031
5


optimal_loci_322067_G
1947
1.727719
0
1001
41.96
2
3.524415204
0.329
0.847084592
5


optimal_loci_322069_G
1352
1.727719
13.98
3425
47.04
2
3.524415204
0.394
0.847113432
5


optimal_loci_322081_G
1194
1.717031
0
1001
51.75
3
0.503189522
0.63
0.847879612
5


optimal_loci_322172_G
1429
2.234243
0
2650
46.11
5
3.714299688
0.487
0.8545293
5


optimal_loci_322188_G
1279
1.961015
0
2364
35.41
2
27.3945687
0.165
0.85547743
8


optimal_loci_322190_G
1194
1.961015
0
4483
41.62
2
27.3945687
0.219
0.855502641
8


optimal_loci_322198_G
1388
1.961015
0
2066
37.75
3
27.79211675
0.3
0.85564245
8


optimal_loci_322257_G
2140
2.357228
0
17666
58.59
1
0.02651485
0.696
0.858393634
9


optimal_loci_322305_G
1571
2.495264
5.73
1001
58.62
2
12.58755967
0.627
0.860909509
10


optimal_loci_322306_G
1696
2.495264
19.46
2001
61.49
1
14.2787937
0.607
0.860994005
10


optimal_loci_322310_G
1002
2.495264
12.18
5117
30.53
1
14.2787937
0.136
0.861031078
10


optimal_loci_322317_G
2961
2.695062
9.93
3073
47.78
4
0.715582632
0.402
0.862116221
7


optimal_loci_322347_G
1260
1.302025
32.06
3026
37.38
3
63.59260208
0.112
0.864564255
6


optimal_loci_322364_G
1247
1.551303
23.42
2882
33.92
3
3.150299044
0.117
0.866130904
7


optimal_loci_322449_G
1942
3.195923
17.71
2001
39.13
1
4.268938792
0.242
0.870762739
4


optimal_loci_322501_G
1668
5.608092
0
3412
44.84
3
9.406524089
0.371
0.87302698
5


optimal_loci_322558_G
1169
5.034735
33.79
3098
54.31
1
4.751361258
0.549
0.87615032
8


optimal_loci_322567_G
2288
5.264277
30.38
16605
33.91
1
0.745005332
0.049
0.876932241
7


optimal_loci_322570_G
1152
5.186803
0
12615
36.37
1
0.745005332
0.09
0.876993228
7


optimal_loci_322622_G
2504
5.462885
1.4
1001
38.21
3
5.243981308
0.148
0.880299994
6


optimal_loci_322626_G
1596
5.532646
9.09
10167
55.45
1
1.189930107
0.583
0.880525596
6


optimal_loci_322654_G
1024
5.532646
18.95
13111
39.94
2
1.815319814
0.21
0.881196263
6


optimal_loci_322780_G
2327
4.909868
28.79
5512
39.23
3
7.324260609
0.22
0.888970201
6


optimal_loci_322790_G
1733
5.917721
5.65
2155
40.04
5
10.45814825
0.346
0.889981757
7


optimal_loci_322798_G
1234
5.917721
0
6214
43.03
3
15.18855804
0.348
0.890177627
7


optimal_loci_322827_G
1700
5.183753
0
9711
55.7
2
40.47950642
0.637
0.891735365
7


optimal_loci_322830_G
3145
6.546809
6.61
7351
37.48
2
40.47950642
0.115
0.891772664
7


optimal_loci_322861_G
1321
5.632629
0
2001
58.97
1
4.330945131
0.691
0.893469306
9


optimal_loci_322891_G
1280
4.640352
22.81
2001
37.34
4
1.686908609
0.173
0.895709371
8


optimal_loci_322921_G
2235
3.022196
34
1001
35.7
3
26.29022594
0.066
0.898221033
7


optimal_loci_322928_G
1397
3.022196
19.83
5846
38.51
5
104.7795617
0.158
0.898481888
7


optimal_loci_323030_G
1040
1.485536
10.1
2001
57.4
1
3.137299771
0.694
0.903280991
8


optimal_loci_323038_G
1390
1.476855
0
18349
47.69
1
8.847768067
0.267
0.903552648
8


optimal_loci_323051_G
1030
1.639956
24.95
2504
40.29
2
7.136373091
0.304
0.903922449
8


optimal_loci_323064_G
1471
1.805398
13.19
16956
51.66
1
0.328975394
0.443
0.905103248
7


optimal_loci_323067_G
1528
1.805398
4.91
14582
60.47
1
0.328975394
0.729
0.905130815
7


optimal_loci_323087_G
1228
1.794324
12.21
6306
52.68
2
0.363494635
0.602
0.906636323
8


optimal_loci_323135_G
1259
4.169964
16.84
2934
53.05
4
55.93261272
0.46
0.911002508
10


optimal_loci_323153_G
1587
4.990437
11.97
1083
48.01
3
6.396464691
0.374
0.912355787
9


optimal_loci_323167_G
3016
4.621436
14.03
2609
48.6
3
9.671247734
0.357
0.913159135
8


optimal_loci_323175_G
1231
4.372109
16.73
1382
32.9
3
4.559189803
0.108
0.913435932
8


optimal_loci_323186_G
1843
4.321078
15.74
1443
35.1
4
1.645505895
0.255
0.913984661
8


optimal_loci_323226_G
2150
4.956931
4.33
6625
53.25
3
1.715760371
0.388
0.916398822
9


optimal_loci_323236_G
2234
5.756358
35.68
4386
41.98
3
0.645713928
0.286
0.916782377
9


optimal_loci_323245_G
1125
6.23771
0
1236
38.84
4
10.82339644
0.247
0.91735628
8


optimal_loci_323309_G
1114
3.326698
11.67
7739
40.39
2
1.814048648
0.261
0.922004926
5


optimal_loci_323382_G
2195
3.885517
0
1702
41.54
3
0.351784324
0.197
0.925502851
4


optimal_loci_323504_G
1351
2.844968
12.07
4768
50.77
3
10.00230082
0.306
0.929604089
6


optimal_loci_323506_G
1383
2.844968
23.5
2288
53.21
3
10.00230082
0.519
0.929633215
6


optimal_loci_323572_G
1464
4.20097
5.33
3734
31.96
3
0.56223439
0.096
0.932442733
6


optimal_loci_323576_G
1252
4.233004
9.11
2001
50
3
1.800225381
0.366
0.933055565
6


optimal_loci_323580_G
2576
4.840521
8.04
6877
53.68
4
1.350169035
0.529
0.933207914
6


optimal_loci_323651_G
1322
6.954356
2.34
1001
51.05
3
1.800137555
0.723
0.938340078
11


optimal_loci_323675_G
1090
5.853752
0
2598
47.52
5
23.92852256
0.368
0.939410539
8


optimal_loci_323680_G
1045
5.853752
0
3062
36.65
6
19.65496044
0.096
0.939634404
8


optimal_loci_323682_G
1378
5.853752
0
2574
43.68
6
19.65496044
0.382
0.939658936
8


optimal_loci_323705_G
1125
5.704466
0
1001
47.28
2
11.25071512
0.356
0.9405864
8


optimal_loci_323714_G
1438
5.54673
0
18099
40.95
1
22.50143024
0.356
0.940980793
9


optimal_loci_323732_G
1069
5.044735
2.81
1001
48.26
4
7.418832457
0.357
0.943227651
9


optimal_loci_323751_G
1264
5.735922
5.62
2001
58.06
4
47.850949
0.599
0.944173223
10


optimal_loci_323848_G
1592
4.451572
17.84
2001
40.38
3
0.485544801
0.544
0.946598688
5


optimal_loci_323894_G
1538
4.520713
24.97
13555
37.06
2
3.557473942
0.322
0.949543946
4


optimal_loci_323982_G
1670
5.334292
2.34
19673
35.86
1
5.390425249
0.076
0.95523808
6


optimal_loci_324071_G
1604
7.853501
11.6
2449
47.81
6
7.223509378
0.373
0.960532955
10


optimal_loci_324072_G
1415
7.853501
25.23
1001
46.99
5
8.668211254
0.455
0.960552431
10


optimal_loci_324073_G
1142
7.720317
19.09
2010
47.72
4
11.22037178
0.398
0.960681758
10


optimal_loci_324074_G
1087
7.720317
11.41
1066
36.52
3
14.58505718
0
0.960780068
10


optimal_loci_324094_G
1181
7.562208
0
2001
52.83
5
1.704952667
0.539
0.961588818
9


optimal_loci_324096_G
1122
7.562208
0
2774
55.52
6
1.510310167
0.59
0.961611066
9


optimal_loci_324117_G
1496
8.684325
19.52
6213
39.63
3
9.424860473
0.255
0.962787796
9


optimal_loci_324149_G
1088
6.671873
16.18
8896
51.47
2
37.29099505
0.408
0.964306153
9


optimal_loci_324152_G
1126
6.671873
21.31
13352
47.86
3
29.16261812
0.483
0.964359169
9


optimal_loci_324308_G
1731
2.524393
17.1
2710
45.69
2
39.91583147
0.324
0.976273215
3


optimal_loci_324320_G
1007
2.524393
17.48
1702
35.15
3
36.33755924
0.157
0.976658162
3


optimal_loci_324328_G
1433
2.524393
6.14
16898
29.86
1
37.44619099
0.062
0.976838957
3


optimal_loci_324478_G
3528
2.395895
22
1073
38.8
1
0.350441907
0.224
0.985628723
1


optimal_loci_324826_G
1204
2.114245
0
1001
43.1
2
12.40422428
0.202
0.974311637
1


optimal_loci_324981_G
1534
7.041194
16.88
6702
41
1
23.17788869
0.194
0.951583234
2


optimal_loci_324982_G
1399
7.041194
16.08
5143
33.95
2
27.84361489
0.103
0.951552116
2


optimal_loci_325185_G
1005
0.37251
17.11
15224
32.63
1
1.786227229
0.253
0.920847924
5


optimal_loci_325196_G
1462
3.909597
7.73
5819
42.81
4
6.132933618
0.25
0.920127106
5


optimal_loci_325207_G
2046
3.55228
27.17
3316
34.94
4
5.626063972
0.109
0.919373194
5


optimal_loci_325234_G
1375
9.034325
0
9119
35.27
3
19.10214247
0.096
0.915651038
6


optimal_loci_325313_G
1515
6.95703
29.37
9552
41.71
1
0.21212819
0.15
0.91143519
9


optimal_loci_325362_G
1184
7.529571
7.94
2414
37.58
5
17.5721243
0.232
0.906132056
6


optimal_loci_325381_G
2464
7.496812
8.64
1508
52.15
3
20.14243514
0.456
0.905230818
5


optimal_loci_325392_G
1002
7.418927
2.89
1908
49.4
1
1.549840123
0.556
0.904700579
5


optimal_loci_325401_G
1689
8.280732
10.07
2527
37
1
6.733640138
0.054
0.902808583
5


optimal_loci_325492_G
1614
5.292306
35.01
1001
48.38
5
0.817020615
0.493
0.892378922
3


optimal_loci_325501_G
1160
5.826109
32.33
2453
39.74
4
1.041885882
0.177
0.891318743
4


optimal_loci_325528_G
1024
11.747748
0
18784
40.82
2
1.904401991
0.117
0.887768862
4


optimal_loci_325589_G
1901
8.381072
7.15
1001
43.45
4
4.246644935
0.263
0.882077226
5


optimal_loci_325682_G
2166
7.645182
2.45
1285
50.5
2
2.158471696
0.411
0.872708802
4


optimal_loci_325689_G
1107
7.690927
29
4314
41.82
3
1.937884524
0.417
0.872397725
4


optimal_loci_325727_G
1890
8.142094
27.04
2981
53.75
3
4.380905888
0.447
0.869396806
3


optimal_loci_325839_G
1583
2.935623
0
4925
53.5
3
2.451477642
0.495
0.858019701
2


optimal_loci_325954_G
1387
2.759307
26.89
1377
44.77
3
0.14356208
0.297
0.851546946
3


optimal_loci_326029_G
1086
0.774363
0
2648
45.58
1
16.98290342
0.284
0.841819102
2


optimal_loci_326190_G
1708
1.427801
8.2
2866
36.41
2
282.2351491
0.132
0.823447505
3


optimal_loci_326246_G
1135
1.734735
5.64
1001
33.74
1
39.46332413
0.213
0.817455868
3


optimal_loci_326265_G
1140
1.848281
0
11938
35.96
1
60.52407382
0
0.815599681
3


optimal_loci_326362_G
1206
2.71434
0
9619
51.16
1
0.705894377
0.661
0.802516447
6


optimal_loci_326363_G
1143
2.71434
20.3
8402
35.17
1
0.705894377
0.169
0.802492156
6


optimal_loci_326427_G
1132
2.645696
17.84
8079
61.48
1
10.19447102
0.616
0.79732982
8


optimal_loci_326455_G
1390
3.917178
0
2292
34.31
2
14.4470283
0.031
0.794518882
8


optimal_loci_326460_G
1325
3.787906
4.75
11052
48.07
1
6.096653269
0.346
0.792756347
8


optimal_loci_326465_G
1170
3.785858
31.28
2001
51.53
1
6.096653269
0.668
0.792575689
8


optimal_loci_326491_G
1966
4.024057
24.26
15674
35.3
1
3.967175996
0.042
0.789915609
6


optimal_loci_326516_G
1476
4.024057
7.18
4548
31.09
4
16.99631698
0.037
0.788970699
6


optimal_loci_326617_G
1887
1.626896
12.82
4536
50.55
1
26.27353823
0.482
0.776634691
3


optimal_loci_326665_G
3319
1.323592
5.27
5400
37.45
1
8.211872554
0.235
0.774275808
4


optimal_loci_326723_G
2042
1.298254
17.78
5869
32.81
1
0.380852956
0.102
0.76818495
5


optimal_loci_326752_G
1111
0.843925
12.33
1056
33.39
1
7.148990178
0.156
0.764377086
4


optimal_loci_326763_G
1145
0.880587
10.57
8270
34.58
1
7.148990178
0.111
0.7640601
3


optimal_loci_326869_G
1059
0.578983
9.73
1935
41.17
1
5.988098412
0.369
0.753503014
2


optimal_loci_326876_G
1097
0.578983
21.97
10230
47.94
1
5.988098412
0.317
0.753207385
2


optimal_loci_326971_G
1245
0.856389
12.77
2130
34.85
1
90.17822865
0.091
0.742113593
2


optimal_loci_326987_G
1764
0.887487
38.49
2344
35.65
2
14.91483207
0.173
0.73994495
2


optimal_loci_327208_G
1989
1.768669
28.36
15818
42.43
2
32.67606686
0.204
0.711294371
4


optimal_loci_327214_G
1189
1.649494
0
1001
59.96
2
1.757881426
0.616
0.710638583
4


optimal_loci_327218_G
1043
1.299766
28.38
2001
32.79
4
0.878940713
0.122
0.71010982
4


optimal_loci_327263_G
1149
0.566012
21.93
3596
34.02
1
85.48960449
0.137
0.705412236
4


optimal_loci_327541_G
1606
0.378526
0
7882
42.4
3
2.925653435
0.169
0.670483114
1


optimal_loci_328032_G
1745
1.004216
0
4368
39.02
1
3.330359098
0.155
0.615886946
1


optimal_loci_329014_G
1036
0.247981
0
17284
48.06
1
7.992144397
0.595
0.512441956
2


optimal_loci_329058_G
1620
0.419932
2.28
2085
39.81
1
22.46586144
0.359
0.507843752
3


optimal_loci_329124_G
2602
0.806474
17.45
9662
33.32
2
1.846803169
0.271
0.500604591
2


optimal_loci_329817_G
1179
0.280411
13.57
16303
35.79
1
25.20864427
0.119
0.410787784
1


optimal_loci_336212_G
1048
0.050939
2.77
2001
38.26
1
0.383884526
0.214
0.212900647
3


optimal_loci_336221_G
1376
0.074066
0
1001
34.15
1
45.45797767
0.076
0.213522545
3


optimal_loci_336223_G
2637
0.074066
0
2866
35.3
1
45.45797767
0.197
0.213582081
3


optimal_loci_336589_G
1329
0.15402
3.91
10371
48.3
1
3.709976638
0.343
0.231737386
2


optimal_loci_336618_G
1249
0.107319
16.41
2046
42.43
2
9.854942238
0.216
0.232698696
2


optimal_loci_336861_G
1068
0.819946
0
7748
37.17
3
1.203727542
0
0.246633023
1


optimal_loci_337001_G
1689
3.400151
1.72
1300
56.83
1
2.889518976
0.469
0.253486678
6


optimal_loci_337002_G
1777
3.400151
31.06
3022
48.39
1
2.889518976
0.412
0.253504287
6


optimal_loci_337006_G
1218
3.93113
12.64
10637
43.43
1
63.86359005
0.242
0.254192971
6


optimal_loci_337008_G
1152
3.93113
2.78
8821
55.9
1
63.86359005
0.704
0.254212216
6


optimal_loci_337020_G
2065
3.93113
11.19
17914
49.34
1
63.86359005
0.441
0.254567428
6


optimal_loci_337041_G
1012
4.896046
6.62
11495
32.6
2
10.155477
0.134
0.256278881
6


optimal_loci_337132_G
1098
0.680183
0
1001
36.33
3
18.11862111
0.013
0.263157252
3


optimal_loci_337177_G
1397
0.732142
0
1001
34.57
1
67.47596006
0.068
0.26503633
3


optimal_loci_337179_G
1052
0.732142
0
3791
36.69
2
33.73798003
0.225
0.265244543
3


optimal_loci_337386_G
1067
1.282786
16.4
11023
34.67
2
5.056631506
0.093
0.273274991
3


optimal_loci_337389_G
1004
1.282786
18.43
3365
54.78
2
5.056631506
0.508
0.273353947
3


optimal_loci_337393_G
1161
1.282786
0
3807
34.53
2
5.056631506
0.099
0.273516858
3


optimal_loci_337519_G
1497
1.495248
0
1001
37.4
1
0.065569014
0.271
0.278957047
2


optimal_loci_337594_G
1539
1.797424
4.29
2001
46.13
2
48.04458536
0.273
0.28263681
2


optimal_loci_337903_G
1248
0.376152
0
2081
43.1
1
4.122363313
0.341
0.300888077
3


optimal_loci_337961_G
1766
0.611276
25.54
8176
48.47
1
29.32659711
0.364
0.304478996
3


optimal_loci_337968_G
1199
0.628709
36.95
13479
37.61
1
7.471679274
0.214
0.304637142
3


optimal_loci_338132_G
1053
1.14166
29.82
4999
46.53
2
0.484123419
0.313
0.311442867
2


optimal_loci_338241_G
1097
1.318878
0
1001
52.32
1
8.608126529
0.538
0.316082356
3


optimal_loci_338277_G
1416
1.343304
21.44
1113
34.88
1
32.06987753
0.228
0.319022847
3


optimal_loci_338340_G
1981
2.07936
27.31
2424
40.28
2
0.162797934
0.103
0.323406307
5


optimal_loci_338361_G
3364
1.73802
39.39
2995
32.75
2
7.578490427
0.138
0.324168782
4


optimal_loci_338365_G
1026
1.73802
0
17938
32.94
1
15.08480172
0.091
0.32432159
4


optimal_loci_338377_G
1041
1.706954
0
10045
36.4
2
10.84745231
0.289
0.324940521
4


optimal_loci_338568_G
1689
2.091005
2.96
2179
39.66
2
0.683784676
0.145
0.336596515
7


optimal_loci_338573_G
1032
2.091005
6.69
11728
47.77
2
0.683784676
0.535
0.336772076
7


optimal_loci_338612_G
1835
2.091005
1.53
4772
42.39
2
56.0607852
0.286
0.338532184
8


optimal_loci_338613_G
1157
2.091005
0
6743
41.65
2
56.0607852
0.179
0.33855234
8


optimal_loci_338621_G
1593
1.211457
0
2304
43.81
2
9.29867661
0.212
0.339416431
8


optimal_loci_338629_G
1666
1.209202
39.44
2136
36.73
1
45.01835664
0.126
0.339882483
8


optimal_loci_338640_G
1103
1.173564
9.7
7924
41.61
3
0.042870576
0.523
0.340613186
8


optimal_loci_338701_G
1532
1.088373
21.28
1304
39.55
1
8.557735053
0.209
0.342588512
6


optimal_loci_338876_G
1443
1.909161
0
10786
36.72
1
70.38630753
0.083
0.353537343
5


optimal_loci_338902_G
1841
2.202231
5.7
4035
36.06
1
5.216958681
0.201
0.355124273
5


optimal_loci_338912_G
1266
2.202231
14.3
2001
38.38
3
6.31679992
0.15
0.355489599
5


optimal_loci_338914_G
1326
2.202231
17.72
3439
39.81
3
6.31679992
0.28
0.355514581
5


optimal_loci_338978_G
2153
0.237887
24.34
17422
47.37
1
0.574048026
0.318
0.357911333
5


optimal_loci_340077_G
1471
0.128573
2.31
2501
48.94
1
5.296000175
0.62
0.423558465
2


optimal_loci_340122_G
1214
0.154417
21.83
2081
36.9
2
0.241421113
0.273
0.425736226
2


optimal_loci_340243_G
1285
0.309199
0
16628
41.4
1
5.527961991
0.271
0.432382588
2


optimal_loci_340323_G
1053
0.174844
12.54
18487
38.08
1
18.19269526
0.091
0.436609896
4


optimal_loci_340357_G
1192
0.144962
17.2
1001
39.26
1
1.414277276
0.163
0.43775594
3


optimal_loci_340413_G
1419
0.041357
12.4
6037
34.31
3
5.654404822
0.136
0.441149997
3


optimal_loci_341136_G
1084
0.215859
27.95
5883
38.28
1
35.96070353
0.192
0.48219798
2


optimal_loci_341139_G
1267
0.236897
0
12674
39.62
3
0.644112947
0.387
0.482524804
2


optimal_loci_342099_G
1241
0.157219
27.16
12156
39.8
1
0.792461874
0.332
0.540775412
2


optimal_loci_342106_G
1138
0.167367
22.23
3268
37.87
1
0.792461874
0.231
0.540994505
2


optimal_loci_342209_G
3650
0.160803
0
18044
37.26
3
1.516835931
0.162
0.547051519
3


optimal_loci_342211_G
1425
0.160803
0
14259
56.84
1
4.550507792
0.419
0.547129626
3


optimal_loci_342226_G
1006
0.141847
0
2588
37.87
3
2.133627369
0
0.548944638
3


optimal_loci_342369_G
1036
0.095183
0
4498
41.79
2
4.218925869
0.07
0.557715412
1


optimal_loci_342566_G
1118
0.473228
4.92
11431
33.27
2
33.10073908
0.121
0.569646128
3


optimal_loci_342573_G
1200
0.473228
11.17
3350
41.08
2
33.10073908
0.328
0.569727926
3


optimal_loci_342630_G
1607
0.375029
13.19
2384
46.42
1
7.162532949
0.417
0.573287656
3


optimal_loci_343273_G
2407
0.076746
0
14662
38.55
1
0.657092098
0.235
0.610813274
6


optimal_loci_343298_G
1678
0.106631
0
2176
33.79
1
0.061112868
0.045
0.612554148
6


optimal_loci_343300_G
1112
0.106631
0
2001
32.01
1
0.061112868
0.118
0.612624534
6


optimal_loci_343303_G
1207
0.106631
0
5521
35.04
1
0.061112868
0
0.612660529
6


optimal_loci_343315_G
1372
0.106631
5.61
11649
55.83
1
0.061112868
0.549
0.612723194
6


optimal_loci_343321_G
1693
0.106631
3.84
15889
36.73
1
0.061112868
0.083
0.612766553
6


optimal_loci_343542_G
1775
0.156242
0
2995
39.94
1
7.568580943
0.207
0.621458371
1


optimal_loci_343678_G
1709
0.207311
0
6332
57.98
1
8.346616583
0.685
0.628266182
2


optimal_loci_343764_G
1119
0.131672
0
4673
33.78
2
9.950613683
0.167
0.631995051
2


optimal_loci_344235_G
1868
1.672953
37.9
1001
38.43
1
6.177172177
0.273
0.65663531
2


optimal_loci_344271_G
1641
1.634375
0
15489
36.86
2
4.059852194
0.171
0.658326383
2


optimal_loci_344386_G
1136
0.424254
0
7579
58.53
1
1.594891297
0.655
0.66537018
6


optimal_loci_344413_G
1029
0.256141
31.1
6131
41.1
1
0.098233318
0.232
0.667932625
7


optimal_loci_344414_G
1532
0.256141
0
12907
39.36
1
0.098233318
0.242
0.668001917
7


optimal_loci_344416_G
1305
0.256141
20.46
15425
40.99
1
0.098233318
0.324
0.668027666
7


optimal_loci_344419_G
1415
0.256141
28.83
17616
37.17
1
0.098233318
0.256
0.668050071
7


optimal_loci_344431_G
1089
0.256141
0
9300
32.87
5
5.757567224
0
0.668507268
7


optimal_loci_344494_G
1510
0.03608
34.64
1102
33.7
2
17.08190378
0.182
0.672298362
6


optimal_loci_344662_G
2289
0.068676
9.44
3682
45.47
1
0.116423696
0.275
0.682401601
4


optimal_loci_344663_G
1629
0.068676
0
15182
46.71
1
0.116423696
0.579
0.682519201
4


optimal_loci_344664_G
1905
0.068676
16.33
16961
38.16
1
0.116423696
0.204
0.682537393
4


optimal_loci_344722_G
1027
0.089344
0
3221
40.4
2
10.88466882
0.136
0.685327449
7


optimal_loci_344806_G
1008
0.087016
15.58
1347
39.48
1
2.111736446
0.326
0.688841407
4


optimal_loci_344833_G
1874
0.092015
37.99
6794
35.64
2
13.68300478
0.113
0.690085754
4


optimal_loci_344835_G
2272
0.092015
15.62
2558
36.35
2
13.68300478
0.15
0.690125002
4


optimal_loci_345075_G
1050
0.941624
4.29
4087
48.19
2
10.38812578
0.425
0.705662232
2


optimal_loci_345130_G
1900
0.24741
0
1001
51.89
3
0.410768222
0.565
0.709167304
2


optimal_loci_345196_G
1104
14.806378
19.38
6684
38.94
1
14.28864324
0.17
0.714446402
4


optimal_loci_345197_G
1396
14.806378
18.7
8064
50.57
1
14.28864324
0.339
0.714460514
4


optimal_loci_345198_G
1676
14.806378
0
9756
56.44
1
14.28864324
0.631
0.714477817
4


optimal_loci_345199_G
1862
14.806378
1.5
11736
53.92
1
14.28864324
0.46
0.714498064
4


optimal_loci_345383_G
1122
1.235223
0
1363
56.5
2
23.52732126
0.535
0.727801526
3


optimal_loci_345436_G
2173
1.098005
11.04
7163
47.99
1
0.116197645
0.424
0.730613476
4


optimal_loci_345445_G
1099
1.042066
2.55
3672
48.04
2
0.058098823
0.441
0.730902873
4


optimal_loci_345504_G
1155
1.204393
14.37
2106
45.02
2
1.0430207
0.562
0.734025777
4


optimal_loci_345609_G
1251
1.076506
14.15
9092
29.73
1
0.936554406
0.107
0.739072559
4


optimal_loci_345673_G
1013
0.646583
39.98
3678
38.49
5
2.441620813
0.114
0.74335658
3


optimal_loci_345674_G
1631
0.646583
2.02
4862
34.7
5
2.441620813
0.123
0.743368688
3


optimal_loci_345796_G
1690
1.42621
0
1598
62.84
3
2.616585699
0.84
0.75210274
1


optimal_loci_345891_G
1983
1.686875
20.68
2001
37.31
4
4.504764772
0.169
0.758411428
2


optimal_loci_345972_G
1241
1.833879
8.62
2651
45.93
1
13.10490254
0.294
0.762626699
4


optimal_loci_346030_G
1300
2.17728
34.69
1111
34.53
5
20.83172464
0.125
0.765615764
4


optimal_loci_346043_G
1159
2.17728
0
1001
48.57
4
11.64341783
0.34
0.766627601
4


optimal_loci_346091_G
1290
3.195069
2.64
3689
51.7
5
6.222244486
0.473
0.768947668
3


optimal_loci_346310_G
1275
1.725889
33.65
2433
43.29
3
0.003698196
0.341
0.783249837
1


optimal_loci_346552_G
1165
1.17696
16.48
5821
34.42
3
2.822765442
0.289
0.797273744
2


optimal_loci_346615_G
1008
1.717574
0
1001
34.72
2
9.751905875
0.17
0.80090022
3


optimal_loci_346640_G
1159
1.62171
37.19
2001
43.39
2
21.33437173
0.334
0.80419216
2


optimal_loci_346775_G
1172
2.787966
0
2101
34.47
4
0.005941032
0.059
0.812911988
6


optimal_loci_346796_G
1004
2.831904
0
6698
43.02
2
32.32774238
0.178
0.81377703
6


optimal_loci_346825_G
1083
2.985857
0
5724
48.29
3
5.555527825
0.283
0.815711114
6


optimal_loci_346833_G
1027
2.985857
0
8254
34.85
3
5.555527825
0.214
0.815986359
6


optimal_loci_346851_G
3006
2.432021
2.5
18964
47.03
1
2.899378136
0.398
0.817534133
6


optimal_loci_346854_G
1384
2.432021
0
15933
46.53
1
2.899378136
0.435
0.817581715
6


optimal_loci_347091_G
1541
1.80067
0
4366
39.58
1
0.241309511
0.329
0.828366449
6


optimal_loci_347093_G
1392
1.80067
6.97
2303
48.2
1
0.241309511
0.561
0.828389069
6


optimal_loci_347106_G
1570
1.887376
17.26
8488
39.74
1
2.94065212
0.3
0.829250777
6


optimal_loci_347126_G
1699
1.400582
3.94
1001
42.67
2
1.098249362
0.283
0.830190623
9


optimal_loci_347203_G
1977
1.391817
39.25
5759
35.4
3
8.394905657
0.153
0.831897219
9


optimal_loci_347237_G
1372
1.412704
30.1
2477
45.69
3
2.956389188
0.394
0.83253378
9


optimal_loci_347272_G
1825
1.414807
0
2018
42.41
5
13.8434027
0.134
0.834939572
8


optimal_loci_347273_G
1207
1.41619
7.62
2001
41.83
5
13.8434027
0.208
0.834959676
8


optimal_loci_347279_G
1907
1.507004
2.73
14568
35.86
3
21.81147934
0.099
0.835240361
8


optimal_loci_347340_G
1332
2.644378
0
2765
44.81
3
11.65346402
0.393
0.838574055
12


optimal_loci_347343_G
1322
2.644378
14.22
2001
36.68
3
11.65346402
0.089
0.838608475
12


optimal_loci_347361_G
1358
2.952167
28.13
1968
32.98
4
0.244773727
0.18
0.840458369
11


optimal_loci_347362_G
1084
2.952167
0
3510
36.99
4
0.244773727
0
0.840474137
11


optimal_loci_347363_G
1170
2.952167
0
4682
44.52
4
0.244773727
0.34
0.840486122
11


optimal_loci_347364_G
1314
2.952167
18.65
6025
35.54
4
0.244773727
0
0.840499856
11


optimal_loci_347368_G
1032
3.831114
2.71
2513
40.79
2
0.278539843
0.222
0.840730382
11


optimal_loci_347380_G
1599
3.77019
2.56
1001
37.27
2
15.82739769
0.162
0.841199328
11


optimal_loci_347406_G
1861
3.73933
15.26
11254
48.03
1
2.978987118
0.246
0.84240679
11


optimal_loci_347453_G
1218
3.479554
31.61
7612
38.17
2
17.93918215
0.211
0.845346637
12


optimal_loci_347454_G
1005
3.479554
8.96
9044
50.14
2
17.93918215
0.28
0.845361281
12


optimal_loci_347483_G
1182
4.066077
18.44
1001
40.01
3
0.571701642
0.314
0.848075899
13


optimal_loci_347484_G
1193
4.066077
13.75
2269
40.31
3
0.571701642
0.127
0.848088866
13


optimal_loci_347485_G
1669
4.066077
0
3625
43.73
3
0.571701642
0.148
0.848102732
13


optimal_loci_347516_G
1364
3.168465
16.72
12976
32.4
2
3.967507493
0.152
0.850754869
14


optimal_loci_347526_G
1623
3.462814
0
10517
39.92
2
2.64174173
0.284
0.851032374
14


optimal_loci_347529_G
1621
3.462814
33.81
7650
44.29
2
2.64174173
0.364
0.851061712
14


optimal_loci_347531_G
1848
3.462814
19.91
5221
39.33
2
2.64174173
0.239
0.85108423
14


optimal_loci_347544_G
1312
3.483227
0
3175
60.51
2
13.88470493
0.68
0.851552921
15


optimal_loci_347547_G
1139
3.541865
0
1001
47.14
2
13.88470493
0.659
0.851657871
15


optimal_loci_347549_G
1519
3.541865
2.57
3632
57.01
2
13.88470493
0.532
0.851744271
15


optimal_loci_347553_G
1033
3.541865
0
7678
49.17
2
13.88470493
0.353
0.851785645
15


optimal_loci_347607_G
1140
2.7789
0
3943
51.49
2
9.449458974
0.799
0.854916147
14


optimal_loci_347614_G
1663
2.7789
2.1
1305
49.84
2
9.449458974
0.52
0.854991912
14


optimal_loci_347616_G
1737
2.7789
7.83
3370
41.96
2
9.449458974
0.465
0.855016536
14


optimal_loci_347658_G
1665
2.796677
0
13195
51.11
1
1.041656361
0.512
0.856247324
11


optimal_loci_347678_G
1340
2.156062
3.21
4022
41.94
2
4.682364815
0.178
0.857736186
8


optimal_loci_347715_G
1444
2.583486
7.41
3442
37.04
1
0.899716531
0.166
0.859737527
8


optimal_loci_347747_G
1207
2.106643
13.67
3401
35.87
1
3.676816505
0.199
0.861244949
5


optimal_loci_347758_G
1158
1.943157
5.18
2498
58.63
3
7.67055426
0.534
0.861997331
5


optimal_loci_347876_G
2456
3.666985
8.14
13811
45.23
2
15.34132498
0.321
0.867005919
2


optimal_loci_348005_G
1062
2.693711
8.38
1950
50.09
2
19.17872766
0.353
0.872777678
6


optimal_loci_348016_G
2139
2.788758
11.59
19728
37.02
1
32.03601785
0.188
0.873040232
6


optimal_loci_348032_G
1226
3.005753
2.77
6254
37.11
1
4.412847994
0.28
0.87370919
6


optimal_loci_348043_G
1097
3.069975
0
8474
36.82
1
0.049762134
0.213
0.874597343
6


optimal_loci_348058_G
1290
1.337936
0
2001
45.42
4
1.65432059
0.197
0.875655514
6


optimal_loci_348059_G
1334
1.337936
3.07
2662
47.15
4
1.65432059
0.311
0.875767101
6


optimal_loci_348161_G
1144
3.040134
2.45
1417
44.58
1
0.361281125
0.363
0.8828381
5


optimal_loci_348184_G
1066
2.863646
23.26
2001
45.77
2
56.2044163
0.389
0.883627848
9


optimal_loci_348197_G
1217
2.845614
10.93
6298
56.94
5
41.31908622
0.483
0.884279605
11


optimal_loci_348220_G
1850
2.845614
6.65
1001
35.94
3
0.13339265
0.366
0.885521161
11


optimal_loci_348227_G
1832
2.667096
12.61
8139
40.44
2
0.1780472
0.16
0.886027719
11


optimal_loci_348258_G
1486
2.596544
4.24
17508
41.58
1
5.082916781
0.268
0.888613704
12


optimal_loci_348259_G
1427
2.599896
0
15784
58.93
1
5.082916781
0.68
0.888631937
12


optimal_loci_348260_G
1283
2.599896
2.57
13792
50.11
1
5.082916781
0.231
0.888653779
12


optimal_loci_348267_G
2868
2.596465
0
3611
46.79
2
2.54145839
0.351
0.888741683
12


optimal_loci_348273_G
1231
2.615721
0
1800
57.59
2
2.54145839
0.578
0.888861706
11


optimal_loci_348274_G
1580
2.615721
0
2721
54.68
2
2.54145839
0.657
0.888877505
11


optimal_loci_348345_G
1220
3.3713
16.39
3000
62.7
2
5.07488221
0.695
0.893053222
11


optimal_loci_348351_G
2074
3.3713
0
1001
54.05
2
5.07488221
0.66
0.893161465
11


optimal_loci_348380_G
1540
3.565892
0
4470
49.41
1
36.07055948
0.244
0.894599043
5


optimal_loci_348407_G
1589
3.230191
7.55
2001
42.85
4
17.43376553
0.6
0.895695747
5


optimal_loci_348413_G
1671
3.44357
2.27
2055
47.99
1
2.161154705
0.282
0.896261841
5


optimal_loci_348595_G
1011
2.539148
0
7328
46.88
3
0.028788209
0.375
0.904423929
4


optimal_loci_348625_G
1075
3.582338
0
3076
46.6
2
20.09546476
0.385
0.906875564
9


optimal_loci_348638_G
1152
3.920426
0
2488
51.56
2
3.616144401
0.635
0.908384295
11


optimal_loci_348650_G
1119
4.096453
2.5
1001
51.83
2
5.365697512
0.744
0.90882286
11


optimal_loci_348656_G
2157
4.461142
0
2001
39.08
3
20.25791153
0.167
0.909573033
11


optimal_loci_348673_G
2970
5.024853
6.84
6116
39.42
1
13.86061
0.184
0.910822647
11


optimal_loci_348674_G
2293
5.057041
16.69
3513
44.43
1
13.86061
0.235
0.910856188
11


optimal_loci_348681_G
1417
4.497635
0
18662
51.58
1
2.079394239
0.626
0.911440515
11


optimal_loci_348686_G
1424
4.497635
2.81
16355
39.81
2
0.8895862
0.199
0.911494693
11


optimal_loci_348706_G
1141
5.43254
0
8742
47.15
4
21.3686937
0.433
0.91218445
11


optimal_loci_348718_G
1357
5.43254
0
7397
37.65
2
17.10132252
0.26
0.912589443
11


optimal_loci_348745_G
1164
5.745961
0
3447
47.76
3
5.059831491
0.281
0.914409476
11


optimal_loci_348776_G
1214
5.746945
0
2105
42.91
1
18.37228919
0.266
0.91725236
6


optimal_loci_348782_G
1856
5.867621
15.73
2951
39.33
3
15.14856851
0.205
0.917991028
4


optimal_loci_348789_G
1148
5.916206
0
10662
35.62
2
20.4015402
0.125
0.918359862
4


optimal_loci_348891_G
1099
4.25654
0
4189
44.94
3
7.39008604
0.301
0.924188109
3


optimal_loci_348915_G
1370
4.455138
0
1001
54.74
3
16.52912743
0.585
0.924626878
3


optimal_loci_348938_G
1377
4.043273
37.11
6377
38.27
2
9.716383878
0.219
0.924971803
3


optimal_loci_349019_G
1035
3.725938
0
1001
36.71
2
3.407436887
0.095
0.930388533
2


optimal_loci_349021_G
1126
3.725938
0
1077
39.34
2
3.407436887
0.308
0.93040465
2


optimal_loci_349151_G
1746
1.373769
3.44
2313
38.25
2
7.831958663
0.116
0.937850311
3


optimal_loci_349158_G
1378
1.366749
39.4
13258
38.53
2
4.073104678
0.276
0.938346315
4


optimal_loci_349253_G
1486
2.258055
0
6240
47.57
1
20.06237141
0.495
0.941973139
8


optimal_loci_349271_G
1018
2.000822
38.51
5239
39.29
3
61.14234665
0.214
0.943145627
8


optimal_loci_349305_G
2010
2.33217
33.58
2266
35.77
3
13.76919714
0.122
0.944319159
7


optimal_loci_349349_G
2262
3.346904
0
2001
52.07
2
9.889886846
0.558
0.946231625
11


optimal_loci_349362_G
1459
3.58563
0
6662
37.62
2
0.498581974
0.196
0.947045302
12


optimal_loci_349363_G
4006
3.58563
9.66
2001
52.09
2
0.498581974
0.53
0.94706692
12


optimal_loci_349390_G
1993
4.318857
9.98
8517
47.81
2
0.802530329
0.413
0.948007615
12


optimal_loci_349407_G
2870
4.200413
0
1559
52.22
3
11.56226082
0.572
0.949603912
11


optimal_loci_349408_G
2531
4.200413
0
2001
59.77
2
17.26865884
0.668
0.949829355
11


optimal_loci_349412_G
1052
4.200413
8.27
9222
43.15
2
17.26865884
0.22
0.949903198
11


optimal_loci_349425_G
2394
4.200413
8.69
1001
32.83
4
1.920441865
0.249
0.950550834
12


optimal_loci_349453_G
1831
3.431716
6.01
2239
47.18
3
42.19195226
0.394
0.951795345
12


optimal_loci_349462_G
1679
3.542513
3.77
17267
47.64
1
0.035765603
0.352
0.952257368
10


optimal_loci_349477_G
1348
3.617395
0
2294
46.95
1
10.01923708
0.344
0.953174727
9


optimal_loci_349522_G
1208
3.713899
28.06
5699
36.25
1
7.704761407
0.228
0.955157927
8


optimal_loci_349552_G
1258
3.508849
0
1095
43.16
4
106.4541469
0.328
0.956661341
7


optimal_loci_349573_G
1492
3.276621
0
2001
50.13
3
56.55013716
0.507
0.958958092
5


optimal_loci_349575_G
1668
3.219831
19.78
1394
39.86
2
84.06388097
0.263
0.959080856
5


optimal_loci_349654_G
3871
4.404321
16.84
1184
38.23
3
2.50295472
0.112
0.962606574
4


optimal_loci_349709_G
1770
4.581153
1.92
1487
52.82
3
10.93455437
0.555
0.967424303
3


optimal_loci_349752_G
1307
5.253267
13.39
2025
42.46
5
7.349571716
0.213
0.968726305
2


optimal_loci_349833_G
1486
5.070585
11.71
4425
68.3
2
5.397766908
0.752
0.975672096
3


optimal_loci_349870_G
1043
4.807157
39.41
2209
31.73
2
116.3099406
0.075
0.976961438
3


optimal_loci_349892_G
1322
4.261222
33.21
2119
33.2
5
4.920594328
0.204
0.978862717
4


optimal_loci_349951_G
1866
4.353167
0
2208
38.58
4
8.453758358
0.143
0.983696214
6


optimal_loci_349983_G
1294
3.856244
10.43
15034
49.22
1
0.676290675
0.301
0.984917573
5


optimal_loci_350036_G
1230
3.612129
0
1001
39.75
6
29.17479431
0.186
0.986105861
5


optimal_loci_350037_G
1007
3.612129
0
2068
46.97
6
38.23342096
0.414
0.986160376
5


optimal_loci_350039_G
1366
3.612129
8.2
4032
35.94
5
20.5134294
0.351
0.98618046
5








Claims
  • 1. A recombinant sequence, said recombinant sequence comprising: a nongenic maize genomic sequence of at least 1 Kb, said nongenic sequence being hypomethylated, targetable, located proximal to a genic region within a maize genome, and exemplifying evidence of recombination; andan DNA of interest, wherein the DNA of interest is inserted into said nongenic sequence.
  • 2. The recombinant sequence of claim 1, wherein said nongenic sequence comprises the following characterstics: a. the level of methylation of said nongenic sequence is 1% or less;b. said nongenic sequence shares less than 40% sequence identity with any other sequence contained in the Zea mays genome;c. said nongenic sequence is located within a 40 Kb region of a known or predicted expressive maize coding sequence; andd. said nongenic sequence exhibits a recombination frequency within the maize genome of greater than 0.00041 cM/Mb.
  • 3. The recombinant sequence of claim 1, wherein said nongenic sequence comprises 1% or less nucleotide methylation.
  • 4. The recombinant sequence of claim 3, wherein said nongenic sequence is 1 Kb to 8.3 Kb in length and contains no methylated cytosine residues.
  • 5. The recombinant sequence of claim 4, wherein said nongenic sequence does not align with greater than 40% sequence identity to any other sequence within the Zea mays genome.
  • 6. The recombinant sequence of claim 5, wherein said nongenic sequence exemplifies evidence of recombination at a recombination frequency of greater than 0.00041 cM/Mb.
  • 7. The recombinant sequence of claim 5, wherein a 40 Kb region of native maize genome comprising said nongenic sequence also comprises at least one known or predicted maize coding sequence, or a sequence comprising a 2 Kb upstream and/or 1 Kb downstream sequence of a known maize gene.
  • 8. The recombinant sequence of claim 1, wherein one end of said nongenic sequence is within 40 Kb of an expressed endogenous gene.
  • 9. The recombinant sequence of claim 1, wherein said DNA of interest comprises an analytical domain.
  • 10. The recombinant sequence of claim 9, wherein said DNA of interest comprises a gene expression cassette comprising an insecticidal resistance gene, herbicide tolerance gene, nitrogen use efficiency gene, water use efficiency gene, nutritional quality gene, DNA binding gene, and selectable marker gene.
  • 11. The recombinant sequence of claim 1, wherein said recombinant sequence comprises the following characteristics: a. said nongenic sequence contains less than 1% DNA methylation;b. said nongenic sequence exhibits a 0.00041 to 62.42 cM/Mb recombination frequency within the maize genome;c. said nongenic sequence exhibits a 0 to 0.962 level of nucleosome occupancy of the maize genome;d. said nongenic sequence shares less than 40% sequence identity with any other sequence contained in the maize genome;e. said nongenic sequence has a relative location value from 0.00373 to 0.99908 representing the ratio of genomic distance from a maize chromosomal centromere;f. said nongenic sequence has a guanine/cytosine percent content range of 25.17 to 68.3%;g. said nongenic sequence is located proximally to a genic sequence; and,h. said nongenic sequence is located in a 1 Mb region of maize genomic sequence that comprises one or more additional nongenic sequences.
  • 12. The recombinant sequence of claim 1, wherein said DNA of interest and/or said nongenic sequence are modified during insertion of said DNA of interest into said nongenic sequence.
  • 13. A maize plant, maize plant part, or maize plant cell comprising a recombinant sequence of claim 1.
  • 14. A method of making a transgenic plant cell comprising a DNA of interest targeted to one nongenic maize genomic sequence, the method comprising: a. selecting an optimal nongenic maize genomic locus;b. introducing a site specific nuclease into a plant cell, wherein the site specific nuclease cleaves said nongenic maize genomic sequence;c. introducing the DNA of interest into the plant cell;d. targeting the DNA of interest into said nongenic locus, wherein the cleavage of said nongenic sequence facilitates integration of the polynucleotide sequence into said nongenic locus; ande. selecting transgenic plant cells comprising the DNA of interest targeted to said nongenic locus.
  • 15. The method of making a transgenic plant cell of claim 14, wherein said DNA of interest comprises an analytical domain.
  • 16. The method of making a transgenic plant cell of claim 14, wherein said DNA of interest comprises a gene expression cassette comprising a transgene.
  • 17. The method of making a transgenic plant cell of claim 14, wherein said site specific nuclease is selected from the group consisting of a zinc finger nuclease, a CRISPR nuclease, a TALEN, a homing endonuclease or a meganuclease.
  • 18. The method of making a transgenic plant cell of claim 14, wherein said DNA of interest is integrated within said nongenic locus via a homology directed repair integration method.
  • 19. The method of making a transgenic plant cell of claim 14, wherein said DNA of interest is integrated within said nongenic locus via a non-homologous end joining integration method.
  • 20. The method of making a transgenic plant cell of claim 14, wherein said selected nongenic locus is at least 1 Kb in length and comprises the following characteristics: a. said nongenic locus has less than 1% DNA methylation within the sequence;b. said nongenic locus exhibits a 0.00041 to 62.42 cM/Mb rate of recombination within the maize genome;c. said nongenic locus exhibits a 0 to 0.962 level of nucleosome occupancy of the maize genome;d. said nongenic locus shares less than 40% sequence identity with any other 1 Kb sequence contained in the maize genome;e. said nongenic locus has a relative location value from 0.00373 to 0.99908 ratio of genomic distance from a maize chromosomal centromere;f. said nongenic locus has a guanine/cytosine percent content range of 25.17 to 68.3%;g. said nongenic locus is located proximally to an genic sequence; and,h. a 1 Mb region of maize genomic sequence comprising said nongenic locus comprises at least one second nongenic sequence.
  • 21. The method of making a transgenic plant cell of claim 20, wherein a known or predicted maize coding sequence, or a sequence comprising a 2 Kb upstream and 1 Kb downstream region of a known gene, is located within 40 Kb of said nongenic locus.
  • 22. The method of making a transgenic plant cell of claim 14, wherein said DNA of interest and/or said nongenic locus are modified during said integration of the polynucleotide sequence into said nongenic locus of step (d).
  • 23. A recombinant targetable nongenic maize genomic sequence comprising: a nongenic sequence of at least 1 Kb selected from the group consisting of cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32 or a sequence sharing 99% sequence identity with a sequence selected from the group consisting of cluster 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, and their respective complements thereof, wherein said clusters are generated from a PCA statistical algorithm comprising PCA values defined in Table 6; anda DNA of interest inserted into said nongenic sequence.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims the benefit, under 35 U.S.C. §119(e), to U.S. Provisional Patent Application No. 61/899,541, filed on Nov. 4, 2013 and U.S. Provisional Patent Application No. 61/899,575, filed on Nov. 4, 2013, the contents of which are incorporated by reference in their entirety into the present application.

Provisional Applications (2)
Number Date Country
61899541 Nov 2013 US
61899575 Nov 2013 US