GENOME-WIDE DETECTION OF GENOMIC REARRANGEMENTS AND USE OF GENOMIC REARRANGEMENTS TO DIAGNOSE GENETIC DISEASE

Information

  • Patent Application
  • 20130172206
  • Publication Number
    20130172206
  • Date Filed
    December 14, 2012
    12 years ago
  • Date Published
    July 04, 2013
    11 years ago
Abstract
The disclosure relates to the genome-wide identification of “rearrangement hotspots”. The disclosure also relates to a microarray chip system for use in detecting genomic rearrangements and a method of manufacturing a microarray chip system useful for detecting genomic rearrangements. The disclosure also relates to methods for detecting genomic rearrangements associated with genetic diseases. The disclosure further relates to methods for using copy number variants in chromosome 2 for detecting Tourette Syndrome.
Description
INCORPORATION OF SEQUENCE LISTING

A computer readable form of the Sequence Listing “12362-P40825US01_SequenceListing.txt” (8,192 bytes), submitted via EFS-WEB and created on Dec. 14, 2012, is herein incorporated by reference.


FIELD

“Rearrangement hotspots”, genomic regions with an elevated frequency of genomic rearrangements such as deletions and duplications, are identified genome-wide. The application discloses microarray chips for detecting genomic rearrangements associated with genetic diseases and methods of manufacturing the microarray chips. The application also discloses methods of using copy number variants to diagnose Tourette Syndrome.


BACKGROUND

Segmental duplications (SDs) or low-copy repeats are blocks of DNA greater than 1 kilobase pair in size which share a high level of sequence homology (>90%) [Bailey J A, (2006); Redon R. et al. (2006); Bailey J A et al. (2002); and Alkan C. (2011)]. The catalogue of SDs comprises approximately 5% of the human genome encompassing 18% of genes [Bailey J A, (2006); Redon R. et al. (2006); Bailey J A et al. (2002); and Alkan C. (2011)]. They are considered antecedents to the formation of copy number variants (CNVs) which comprise approximately 12% of the human genome and are responsible for considerable human genetic variation [Redon R. et al. (2006); Bailey J. A. et al. (2002); Alkan C. et al. (2011); and Sharp A J et al. (2005)]. Emerging evidence suggests that SD regions are frequently associated with known genomic disorders with the vast majority representing novel sites whose genomic architecture is susceptible to disease-causing rearrangements [Sharp A J et al. (2005)]. However, the complexity of their structural architecture in the human genome and, more importantly, their role in disease pathogenesis remains largely elusive.


There is a growing body of evidence suggesting the involvement of multiple events in the origin of genomic rearrangements such as non-allelic homologous recombination (NAHR), non-homologous end joining (NHEJ), fork stalling and template switching (FoSTeS), and microhomology-mediated break-induced replication (MMBIR) [Cu W et al. (2008); Lieber M R et al. (2003); and Zhang F et al. (2009)]. Although the origins of the aforementioned mechanisms are strongly associated with highly homologous regions residing outside of common repeat elements (e.g., transposons) [Conrad F D et al. (2010)], the non-random distribution of highly homologous regions within SDs that are susceptible to such mechanisms remain to be fully elucidated. Moreover, evolutionary conservation of these mechanisms complicates the identification of SD breakpoints due to differing levels of sequence homology.


Genomic disorders arising from microdeletions/duplications can fail to be adequately explained by a single underlying event. The true contribution of NAHR, NEHJ, MMBIR and FoSTeS events to the origin of genomic rearrangement remains elusive, although large-scale studies are beginning to implicate NAHR as one of the primary events contributing to the origin of these genomic copy number changes [Conrad F D et al. (2010) and Mills R E et al. (2011)]. Genomic DNA situated between distal and proximal SDs represents a critical region often reported to be deleted/duplicated due to misalignment of the SDs between homologous chromosomes [Shaikh H T et al. (2007)].


Evidence suggests that the breakpoint architecture of SDs (i.e., distal and proximal) is associated with a higher propensity for NAHR-mediated rearrangement predisposing to an abnormal phenotype [DECIPHER Genomic Aberration Database: http://decipher.sanger.ac.uk/]. In other words, the increased frequency of pathogenic rearrangements is often directly correlated with the structural complexity of the local genomic regions involved. This is consistent with numerous reports indicating that highly homologous regions within SDs influence NAHR-mediated rearrangement events [Conrad F D et al. (2010); Mills R E et al, (2011); and Turner D J et al. (2007)]. These highly homologous regions may be referred to as ‘rearrangement hotspots’. Classic examples of NAHR-mediated genomic rearrangement include genomic disorders such as 3q29 microdeletion/duplication syndrome, globozoospermia, and Williams-Beuren syndrome [Ballif B C et al. (2008); Koscinski I et al. (2011); and Bayes M et al. (2003)].


In a recent report, the detection and validation of 8,599 CNVs using microarrays [Conrad, F D et al. (2010)] and subsequent targeted sequencing on 1067 of these CNV breakpoints [Conrad F D et al. (2010)] revealed extreme homologous regions consistent with NAHR-mediated rearrangements as the primary event in the origin of CNVs.


Array comparative genome hybridization (aCGH) technology, developed in the last decade, affords the capacity to examine the whole human genome on a single chip with a level of resolution dependent only on size and distance between the interrogating probes, a process also known as microarray-based cytogenetics [Diskin S J et al. (2009)]. The resolution afforded by microarray technology is at least 10-fold greater than the best prometaphase chromosome analysis obtained via conventional karyotyping, rendering it a sensitive whole-genome screen for genomic deletions and duplications [Brunetti-Pierri N et al. (2008)].


Genome-wide signatures of ‘rearrangement hotspots’ can facilitate the detection of genomic regions capable of mediating de novo deletions or duplications in humans. In particular, there remains a need for array comparative genome hybridization technology that targets all the vulnerable regions in the genome susceptible to disease-associated rearrangements including rearrangement hotspots, SDs, recently discovered CNVs and telomeric and centromeric chromosomal regions.


Structural variants are a risk factor for neuropsychiatric diseases. For example, Tourette syndrome (TS) is a developmental neuropsychiatric disorder characterized by the presence of both motor and verbal tics. It has a major genetic component but numerous linkage and association studies have not identified any common candidate genes. Copy number variation (CNV) analysis in TS revealed an association with genes previously implicated in autism spectrum disorder although none unique to TS. That no single CNV has been reported to segregate uniquely with TS in affected families provides an opportunity to detect novel CNVs specific to TS through the use of the microarray technology described herein.


SUMMARY OF THE DISCLOSURE

The application relates to a microarray chip system comprising at least: 500, 750, 1000, 1500, 2000 or 4000 distinct oligonucleotide probes bound to a solid support, wherein each oligonucleotide probe comprises a nucleotide sequence complementary to a rearrangement indicator sequence region of a human genome, the rearrangement indicator sequence regions comprising a rearrangement indicator set that is indicative of risk, or occurrence, of genomic rearrangements.


In another embodiment, the application relates to a microarray chip system comprising at least: 500, 750, 1000, 1500, 2000 or 4000 distinct oligonucleotide probes bound to a solid support, wherein each oligonucleotide probe comprises a nucleotide sequence that hybridizes, optionally under medium or high stringency conditions, to a nucleotide sequence complementary to a rearrangement indicator sequence region of a human genome, the rearrangement indicator sequence regions comprising a rearrangement indicator set that is indicative of risk, or occurrence, of genomic rearrangements.


In one embodiment, the oligonucleotide probes are complementary to genomic sequences not more than 100, 150, 280, 300 or 500 base pairs apart within a single rearrangement indicator sequence region. Optionally, the oligonucleotide probes are complementary to every 100, 150, 280, 300 or 500 bp of a rearrangement indicator sequence region. In another embodiment, the oligonucleotides are 30 to 100 base pairs in length, optionally 45 to 65 base pairs in length. In yet another embodiment, the oligonucleotides are complementary to at least 5, 10, 15, 30, 40 or 60 contiguous nucleotides of the rearrangement indicator sequence regions.


In one embodiment, at least 5, 10, 15, 50, 100, 500 or 1000 oligonucleotide probes comprise a nucleotide sequence complementary to a single rearrangement indicator sequence region.


The application also discloses a system wherein the rearrangement indicator sequence regions comprise at least one rearrangement hotspot. Optionally, the rearrangement hotspot is contained within a segmental duplication. In one embodiment, the rearrangement hotspot comprises at least 10 duplicons.


In one embodiment, the rearrangement hotspots are selected from the genomic regions listed in Table 1. In another embodiment, the rearrangement indicator sequence regions are selected from the genomic regions listed in Tables 2-5.


In one embodiment, the solid support comprises at least one microarray chip and the oligonucleotide probes are arrayed on the at least one microarray chip. Optionally, the solid support comprises at least two microarray chips and the oligonucleotide probes are arrayed on the at least two microarray chips.


The application further discloses the use of a microarray chip system comprising: at least 500, 750, 1000, 1500, 2000 or 4000 distinct oligonucleotide probes bound to a solid support, wherein each oligonucleotide probe comprises a nucleotide sequence complementary to a rearrangement indicator sequence region of a human genome, the rearrangement indicator sequence regions comprising a rearrangement indicator set that is indicative of risk, or occurrence, of genomic rearrangements, wherein the use comprises detecting a genomic rearrangement or the risk of a genomic rearrangement or for identifying a novel genomic rearrangement.


In one embodiment, the genomic rearrangement indicates a genetic disease or the risk of a genetic disease.


In another embodiment, the genomic rearrangement is a copy number variation (CNV). Optionally, the CNV comprises a gene deletion or gene duplication. In further embodiments, the genomic rearrangement comprises a complex rearrangement, optionally multiple duplications and/or deletions and combinations thereof. Optionally, the genomic rearrangement comprises a duplication-deletion-duplication, a deletion-duplication-deletion, a duplication-duplication-deletion or a deletion-deletion-duplication. In other embodiments, the genomic rearrangement comprises a triplication. Optionally, the gene deletion or gene duplication comprises the deletion or duplication of a genomic sequence at least 200 bp, 500 bp, 1000 bp or 2000 bp in length.


In another embodiment the genomic rearrangement indicates a genetic disease in a subject. Optionally, the genomic rearrangement indicates the presence of, or the propensity for, a genetic disease in a subject.


Optionally, the genetic disease is Autism Spectrum Disorder, Psoriasis, Ankylosing Spondylitis or Tourette Syndrome. In a further embodiment, the genetic disease is Autism Spectrum Disorder and the genomic rearrangement is detected in the genes PGAP 1 or LNX1. In another further embodiment, the genetic disease is Ankylosing Spondylitis and the genomic rearrangement is detected in the genes UGT2B17 or UGT2B15.


The application also discloses a method of detecting genomic rearrangements in a subject. In one embodiment, the method comprises:


labeling a DNA test sample from a subject with a first fluorophore;


labeling a DNA reference sample with a second fluorophore;


contacting the labeled samples with the microarray system of the present application and hybridizing the labeled samples to the oligonucleotide probes of the present application; and


identifying a putative genomic rearrangement, wherein a non-equal signal ratio between first fluorophore and the second fluorophore identifies a putative genomic rearrangement.


In one embodiment, the DNA test sample and the DNA reference sample are genomic DNA samples. In another embodiment, the labeled samples are hybridized to the oligonucleotide probes of the disclosure under medium or high stringency hybridization conditions.


In one embodiment, a log 2 ratio of >0.25 or <−0.25 identifies a putative genomic rearrangement.


Optionally, the method further comprises validating the putative genomic rearrangement by quantitative FOR, fluorescence in-situ hybridization (FISH) analysis or karyotyping.


In one aspect of the method, the genomic rearrangement is associated with a genetic disease. In another aspect, the genomic rearrangement is a novel genomic rearrangement.


The application also discloses a method of constructing a microarray chip for detecting copy number variations comprising:


identifying at least 500, 1000, 1500, 2000 or 4000 rearrangement indicator sequence regions;


designing oligonucleotide probes complementary to the rearrangement indicator sequence regions; and


arraying the oligonucleotide probes on at least one microarray chip.


In one embodiment, the method further comprises the use of the chip to detect a genomic rearrangement wherein differential binding of a test genomic DNA sample and a reference genomic DNA sample to at least one oligonucleotide probe indicates a genomic rearrangement. Optionally, higher binding of the test genomic DNA sample than the reference genomic DNA sample to at least one oligonucleotide probe indicates a genomic duplication and higher binding of the reference genomic DNA sample than the test genomic DNA sample to at least one oligonucleotide probe indicates a genomic deletion.


Using the genome-wide rearrangement hotspots and microarray chips described herein, the inventors discovered a novel genomic region on chromosome 2 that is associated with copy number variants that segregate with Tourette Syndrome status.


Accordingly, the application also relates to a method of screening for, diagnosing and/or detecting an increased risk of developing Tourette syndrome in a subject comprising detecting the presence of a Tourette syndrome copy number variant in a Tourette syndrome critical region within a sample of the subject, wherein the presence of a Tourette syndrome copy number variant in a Tourette Syndrome critical region is indicative that the subject has Tourette Syndrome and/or an increased risk of developing Tourette syndrome.


In one embodiment, the Tourette Syndrome copy number variant is detected by one or more of: quantitative PCR, RT FOR, QF-PCR, fluorescent in situ hybribization (FISH), a binding agent, and/or a microarray.


The application also relates to a method of evaluating a genomic DNA from a subject suspected of having or having Tourette Syndrome comprising:


a) obtaining a genomic DNA test sample from the subject,


b) assaying the test sample to determine the presence or number of copies of a Tourette Syndrome copy number variant in the test sample


c) assaying a reference sample to determine the presence or number of copies of the Tourette Syndrome copy number variant in the reference sample,


d) identifying differences between the amount or number of copies of the Tourette Syndrome copy number variant in the Lest sample compared to the reference sample;


wherein differences between the amount or number of copies of the Tourette Syndrome copy number variant in the test sample compared to the reference sample are indicative of whether the subject has Tourette Syndrome or an increased risk of developing Tourette Syndrome.


The application also relates to a method of screening for, diagnosing and/or detecting an increased risk of developing Tourette Syndrome in a human subject comprising:


a) obtaining a sample from the subject;


b) assaying the sample for the presence of and detecting a Tourette Syndrome copy number variant in a Tourette Syndrome critical region thereby identifying the subject as having Tourette Syndrome or an increased risk of developing Tourette Syndrome, the assaying comprising hybridizing a probe and/or primer to the Tourette Syndrome copy number variant.


In one embodiment, the Tourette syndrome critical region is on chromosome 2, optionally located at 2q21.1-21.2.


In another embodiment, the Tourette Syndrome copy number variant is a duplication or a deletion. The duplication is optionally a duplication of genomic sequence corresponding to: chr2:132305299-132343808, chr2:132395155-132526804 or chr2:132305299-132343808 of human genome assembly 19.


In one embodiment, detecting a Tourette Syndrome copy number variant with an increased copy number compared to a reference sequence identifies the subject as having Tourette Syndrome or an increased risk of developing Tourette Syndrome. In one embodiment, a copy number of 4 or more compared to a reference sequence identifies the subject as having Tourette Syndrome or an increased risk of developing Tourette Syndrome. Optionally, the reference sequence is a human genome assembly sequence such as human genome assembly 19 (HG19).


In one embodiment the subject is presymptomatic, has one or more clinical symptoms or clinical features associated with Tourette Syndrome, has been diagnosed with Tourette syndrome and/or has at least one blood relation with Tourette Syndrome.


The application also provides isolated nucleic acids. In some embodiments, the isolated nucleic acids are useful as probes or primers for detecting Tourette Syndrome copy number variants.


Accordingly, in one embodiment, the application provides an isolated nucleic acid, wherein the nucleic acid hybridizes to:


a Tourette Syndrome copy number variant or a portion thereof;


a nucleic acid sequence complementary to a); and/or


a nucleic acid sequence corresponding to a).


Optionally, the Tourette Syndrome copy number variant comprises genomic sequence corresponding to chr2:132395155-132526804, chr2:132305299-132343808 or chr2:132480185-132510827 of human genome assembly 19.


In one embodiment, the isolated nucleic acid is a primer or a probe.


The application also provides a kit for screening for, diagnosing or detecting an increased risk of developing Tourette Syndrome comprising:


(a) a Tourette Syndrome copy number variant detection agent comprising an isolated nucleic acid as described here; and


instructions for use or a container for holding the detection agent of (a).





BRIEF DESCRIPTION OF THE DRAWINGS

Embodiments of the disclosure will be shown in relation to the drawings in which the following is shown:



FIG. 1 is a schematic illustrating the hierarchical approach used in the present disclosure. mrsFAST was used to obtain read depth distribution of the NA18507 human genome with maximum two mismatch was allowed against the repeat masked reference human genome (build 36). A mean-based approach was utilized to computationally predict the boundaries of regions associated with excessive read depth. Another alignment algorithm MAQ was used to obtain the consensus genome (mapping quality Q>30 and n=2) from the NA18507 genome assembly. The consensus sequence for highly excessive read depth regions was obtained in order to apply a window-based alignment algorithm. The previously identified novel 4.8 Mb sequence from de novo assembly within this genome was also included in the rearrangement analysis.



FIG. 2 depicts segmental duplication (SD) units which represent the most complex rearrangements within the NA18507 human genome. a) A total of 1963 SD complex units (i.e., ≧10 rearrangements) were identified that were significantly different (p<1.0×10−6) compared with the rest of the NA18507 genome duplicated regions. The plot illustrates the concordance of the predicted autosomal complex regions compared with previous studies [Conrad, 2010; Sudmant, 2010]. b) Genes that completely or partially overlapped with detected SD units in which 73% (41/56) of the most variable genes in three different populations were detected in our analysis of the NA18507 human genome. Among the 1626 genes identified in this study, 10% (i.e., 166/1626) of genes that overlapped with a SD unit revealed extreme inter- and intra-chromosomal rearrangements, 50% of which have been previously validated [Conrad, 2010]. c) Observed gene content transfer between hotspot and non-hotspot agenic SD units. d) Scatter plot illustrating DNV count for hotspot and non-hotspot SD units. e) A histogram illustrating the mean read depth (RD) of the computationally predicted SD unit breakpoints. The dark bars represent the mean read depth for each of the 20,237 SD unit breakpoints and the light bars represent the mean read depth for hotspot regions.



FIG. 3 depicts the physical position of rearrangement hotspots that has been mapped within the proximal/distal breakpoints of a pathogenic deletion (dark horizontal block) or duplication (light horizontal block).



FIG. 4 depicts the landscape of chromosomal rearrangements in the NA18507 human genome. Chromosomal rearrangements located within duplicated regions are plotted against the human genome. Bars represent the signature of intra-chromosomal rearrangements, inter-chromosomal rearrangements and ‘rearrangement hotspots’. Cytobands with duplications for each chromosome and selected genes that completely or partially overlapped with SD units are also indicated.



FIG. 5 depicts a signature of rearrangement hotspots located at a) 16p12.1 and b) 22q11.21. a) A 40 kbp region within 16p12.1 is illustrated with its corresponding derivative copies which were localized by hierarchical analysis. This region consists of the NPIPL3 gene derivatives. The inter- and intra-chromosomal localization of the copies is approximated in the physical map within the chromosome contig (18p11.21). The alignments are coded for chromosomes (i.e., coded rectangles below the read depth plot) and FISH validation is illustrated for both inter- and intra-chromosomal localization. The pathogenic deletions and duplications located within these regions [Nagamani S C, 2011; Heinzen E L, 2010; Weiss L A, 2008; Walters R G, 2010; Ballif B C, 2007; Tokutomi T, 2009] are depicted in dark and light bars, respectively. The bars under the contig represent the approximated inversions previously reported by Antonacci, F. et al., 2010. b) Analysis of a 37 kbp duplicated region within 22q11.21 revealed it is comprised of a core 2.7 kbp tandem duplicon copied from different chromosomes. Black lines represent the read depth (x-axis), shade represents an SD unit, and bars represent the region with common repeat elements. The horizontal blocks (coded according to chromosomes) are the rearrangement (infra/inter) fragments with >90% sequence similarity and >100 bp in length.



FIG. 6 depicts Tourette Syndrome pedigrees. Family A comprises three generations. Pedigrees B and C comprise two (2) trios with affected offspring. Ten (10) unrelated probands with TS are also shown.



FIG. 7 depicts array CGH microarray results from family A. Each data point represents a probe intensity value. The dotted lines illustrate the genomic gains in two distinct genomic blocks (block1 and block2) within the affected samples. The horizontal line for sample ID3002 demonstrates a partial gain.



FIG. 8 depicts a schematic illustrating a 9 MB critical region located at 2q14.3-q21.2 previously detected in a multiplex family with Dystonia and comparison with the micro-duplications reported in this study. The reciprocal micro-duplication and micro-deletion regions detected in TS and ADHD samples are indicated in upper and lower horizontal blocks, respectively. The micro-duplications reported in this study are located at 2q21.1-21.2 and illustrated by the upper horizontal blocks.





DETAILED DESCRIPTION

The present disclosure relates to the genome-wide identification of “rearrangement hotspots”. These rearrangement hotspots can facilitate the detection of genomic regions capable of mediating genomic rearrangements or aberrations such as de novo deletions or duplications in humans. The disclosure further relates to microarrays that comprehensively target vulnerable or fragile regions in the genome susceptible to disease-associated rearrangements and the use of the microarrays for detecting disease-associated genomic rearrangements. The application also discloses novel copy number variants in chromosome 2 that were identified using the microarrays described herein and co-segregate with Tourette Syndrome status.


The application describes the identification of genome-wide rearrangement hotspots that often predispose to genomic disorders in humans, mediated predominately by non-allelic homologous recombination. The application discloses a hierarchical approach to detect segmental duplication units using an all-hit mapping algorithm, interrogating every 100 by (GC-corrected read depth window with a 1 by overlap) excluding common repeat elements. Reference-guided assembly was obtained from reads based on the NA18507 human genome and duplicated sequences were extracted from the assembly using detected breakpoints (FIG. 1). To create a genome-wide high resolution map of “rearrangement hotspots”, an end-space free pairwise alignment algorithm was developed integrating a ‘seed and extend’ technique which can accurately investigate the complex structural architecture associated with the technically challenging and problematic nature of segmental duplications. Without being bound by theory, it is believed that highly homologous segmental duplication regions (i.e., rearrangement hotspots) predispose to genomic rearrangements arising from recombination and replication-based events.


In the present disclosure, the terms “genomic rearrangements”, “genomic alterations” and “genomic aberrations” refer to structural modifications, changes and alterations in chromosomal DNA. Common genomic rearrangements include copy number variants (CNVs) including gene duplications and gene deletions. In the present disclosure, the term “copy number variation” is defined as the gain or loss of genomic material compared to a reference sequence.


Additional genomic rearrangements, alterations or aberrations include, but are not limited to, insertions, translocations, recombinations, rearrangements and combinations thereof. The modification or change can vary in size from only a few bases to several kilobases. In some embodiments, the genomic material gained or lost in a genomic rearrangement is greater than 250 bp, 500 bp, 1 KB or 2 KB in size. In a genomic rearrangement, one or more parts of a chromosome are optionally rearranged within a single chromosome (intra-chromosomal) or between chromosomes (inter-chromosomal).


Genomic aberrations, rearrangements and alterations may result from multiple events, including but not limited to, non-allelic homologous recombination (NAHR), non-homologous end-joining (NHEJ), fork stalling and template switching (FoSTes) and microhomology-mediated break induced replication (MMBIR).


Diseases associated with, or indicated by, genomic rearrangements include genetic diseases which arise, at least in part, from genomic aberrations, rearrangements and alterations. Examples of genetic diseases associated with genomic rearrangements include, but are not limited to, 3q29 microdeletion/duplication syndrome, globozoospermia and Williams-Beuren syndrome. Several developmental neurocognitive disorders are caused by recurrent and non-recurrent genomic rearrangement and copy number variants have been identified which are responsible for mental retardation, autism spectrum disorders, developmental delays and multiple congenital anomalies. Copy number variants have also been detected in common autoimmune diseases such as ankylosing spondylitis, psoriasis, psoriatic arthritis, psoriasis vulgaris, rheumatoid arthritis, inflammatory bowel disease and systemic lupus erithmatosis.


Genomic Regions Associated with Genomic Rearrangements


The term “genomic region” refers to a contiguous length of nucleotides in a genome of an organism. A genomic region may be in the range of 10 kb in length to an entire chromosome, for example 100 kb to over 1 MB in length. Genomic regions are also referred to as “breakpoints”.


In the present disclosure, “rearrangement hotspots” are genomic regions susceptible to genomic rearrangements such as gene deletions or gene duplications. Examples of rearrangement hotspots are listed in Table 1. A genomic region susceptible to a genomic rearrangement is optionally a genomic region which is at least 10%, 35%, 50%, 100% more likely to undergo a genomic rearrangement than a genomic region that is not susceptible to genomic rearrangements. Such regions may be termed vulnerable or fragile genomic regions. Rearrangement hotspots can be correlated with increased non-allelic homologous recombination event frequency. In some embodiments of the disclosure, rearrangement hotspots are found within segmental duplications. In one particular embodiment, “rearrangement hotspots” are highly homologous regions within segmental duplication units. “Segmental duplications” (also known as low-copy repeats) are regions of DNA greater than 1 kilobase in size which share a high level of sequence homology, for example, more than 75%, 85% 90% or 95% sequence homology. Segmental duplications include both inter- and intra-chromosomal segmental duplications.


In other embodiments, rearrangement hotspots have a significantly high distribution of duplicons (p<1.0×10−6) with at least 10 duplicons per hotspot. Rearrangement hotspots optionally range in size from 100 to 15,000 base pairs, optionally 200 to 1000 base pairs.


“Duplicons” are short regions of homologous DNA, optionally greater than 100 bp. Duplicons are optionally located within segmental duplications and are highly homologous sequences located sparsely within the genome. Homologues of the duplicon can be located within the same chromosome or in other chromosomes


A “rearrangement indicator sequence region” is a genomic region identified to have a propensity for genomic rearrangements or known to be involved in genomic rearrangements. Optionally, a “rearrangement indicator sequence region” is a genomic region susceptible to genomic rearrangements such as gene deletions or gene duplications. A “rearrangement indicator sequence region” is optionally a genomic region which is at least 10%, 35%, 50%, 100% more likely to undergo a genomic rearrangement than a genomic region that is not susceptible to genomic rearrangements.


Optionally, a “rearrangement indicator sequence region” is used to identify when a genomic rearrangement has occurred. In one embodiment, oligonucleotides complementary to a “rearrangement indicator sequence region” are used to detect whether a genomic rearrangement has occurred through competitive hybridization of a test genomic DNA sample and a reference DNA sample to the oligonucleotides.


Rearrangement indicator sequence regions include genomic regions comprising or consisting of at least one rearrangement hotspot. A rearrangement indicator sequence region optionally comprises one rearrangement hotspot or multiple rearrangement hotspots. In some embodiments, rearrangement indicator sequence regions are 100 base pairs to 5 MB in length. Rearrangement indicator sequence regions also include genomic regions containing known CNVs and centromeric and telomeric chromosomal regions.


Examples of rearrangement indicator sequence regions are listed in Tables 1-5.


A “rearrangement indicator set” is a set or group of rearrangement indicator sequence regions that together are indicative of risk, or occurrence, of genomic rearrangements. Optionally, a “rearrangement indicator set” is a set or group of rearrangement indicator sequence regions that cumulatively are indicative of risk, or occurrence, of genomic rearrangements. “Risk of genomic rearrangements” refers to the risk that a particular genomic region may undergo a genomic rearrangement. “Occurrence of genomic rearrangements” refers to the presence of a genomic rearrangement in a subject. A “rearrangement indicator set” optionally comprises at least 500, 750, 1000, 1500, 2000 or 4000 rearrangement indicator sequence regions. In one embodiment, a “rearrangement indicator set” comprises at least 500, 750, 1000, 1500, 2000 or 4000 genomic regions that are at least 10%, 35%, 50%, 100% more likely to undergo a genomic rearrangement than a genomic region that is not susceptible to genomic rearrangements.


Oligonucleotides


The present disclosure provides oligonucleotides complementary to nucleotide sequences contained within genomic regions associated with genomic aberrations or rearrangements. The term “oligonucleotide” refers to short single stranded nucleic acid polymers. Oligonucleotides may be made synthetically or enzymatically. Oligonucleotides may range in length from 2 to 200 base pairs.


In one embodiment, the oligonucleotides described herein are used as array probes. The term “oligonucleotide probe” refers to an oligonucleotide designed for use as an array probe. Optionally, the oligonucleotide probes of the present disclosure range from 25-80 base pairs in length, preferably 45-60 base pairs in length.


The terms “complementary” or “complementarity”, as used herein, refer to the natural binding of polynucleotides under permissive salt and temperature conditions by base-pairing. For example, the sequence “A-G-T” binds to the complementary sequence “T-C-A”. Complementarity between two single-stranded molecules may be “partial”, in which only some nucleotides or portions of the nucleotide sequences of the nucleic acids bind, or it may be complete when total complementarity exists between the single stranded molecules. The degree of complementarity between nucleic acid strands has significant effects on the efficiency and strength of hybridization between nucleic acid strands. In one embodiment of the present disclosure, oligonucleotide probes are complementary to contiguous sequences contained within genomic regions associated with genomic aberrations or rearrangements. In another embodiment, oligonucleotide probes hybridize to contiguous sequences contained within genomic regions associated with genomic aberrations or rearrangements. Optionally, the contiguous sequences are at least 5, 10, 20, 30, 40, 50 or 60 basepairs in length.


The term “hybridization” refers to the specific binding of a nucleic acid to a complementary nucleic acid. In one embodiment of the present disclosure, oligonucleotide probes hybridize under medium stringency hybridization conditions to genomic regions associated with genomic aberrations or rearrangements, for example rearrangement indicator sequence regions. In another embodiment, oligonucleotide probes hybridize under high stringency hybridization conditions to genomic regions associated with genomic aberrations or rearrangements, for example rearrangement indicator sequence regions. The terms “medium stringency hybridization conditions” and “high stringency hybridization conditions” are well known to a person skilled in the art. Examples of hybridization conditions may be found in molecular biology reference texts such as Molecular Cloning: A Laboratory Manual by Sambrook and Russell (3rd Edition, Cold Spring Harbour Press, 2001).


The stringency may be selected based on the conditions used in the wash step. For example, the salt concentration in the wash step can be selected from a high stringency of about 0.2×SSC at 50° C. for 15 minutes. In addition, the temperature in the wash step can be at high stringency conditions, at about 65° C. for 15 minutes.


By “medium stringency hybridization conditions” it is meant that conditions are selected which promote selective hybridization between two complementary nucleic acid molecules in solution. Hybridization may occur to all or a portion of a nucleic acid sequence molecule. The hybridizing portion is typically at least 15 (e.g. 20, 25, 30, 40 or 50) nucleotides in length. Those skilled in the art will recognize that the stability of a nucleic acid duplex, or hybrids, is determined by the Tm, which in sodium containing buffers is a function of the sodium ion concentration and temperature (Tm=31.5° C.−16.6 (Log 10[Na+])+0.41(% (G+C)−600/l), or similar equation). Accordingly, the parameters in the wash conditions that determine hybrid stability are sodium ion concentration and temperature. In order to identify molecules that are similar, but not identical, to a known nucleic acid molecule a 1% mismatch may be assumed to result in about a 1° C. decrease in Tm, for example if nucleic acid molecules are sought that have a >95% sequence identity, the final wash temperature will be reduced by about 5° C. Based on these considerations those skilled in the art will be able to readily select appropriate hybridization conditions.


In some embodiments, stringent or high stringency hybridization conditions are selected. By way of example the following conditions may be employed to achieve high stringency hybridization: hybridization at 5× sodium chloride/sodium citrate (SSC)/5×Denhardt's solution/1.0% SDS at Tm−5° C. based on the above equation, followed by a wash of 0.2×SSC/0.1% SDS at 60° C. for 15 minutes. Moderately stringent hybridization conditions include a washing step in 3×SSC at 42° C. for 15 minutes. It is understood, however, that equivalent stringencies may be achieved using alternative buffers, salts and temperatures. Additional guidance regarding hybridization conditions may be found in: Current Protocols in Molecular Biology, John Wiley & Sons, N.Y., 1989, 6.3.1-6.3.6 and in: Sambrook et al., Molecular Cloning, a Laboratory Manual, Cold Spring Harbor Laboratory Press, 2000, Third Edition.


According to the methods of the disclosure, oligonucleotide probes may be designed which are complementary to the identified rearrangement indicator sequence regions. Optionally, the oligonucleotide probes are designed to hybridize under medium stringency or high stringency conditions to the rearrangement indicator sequence regions.


In one embodiment, the oligonucleotide probes are complementary to, or hybridize to, the genomic regions set out in Tables 1-5. Optionally, the oligonucleotides may be complementary to, or hybridize to, sequences corresponding to the genomic regions set out in Tables 1-5. It is appreciated that there is variation in human genome sequences and the regions set out in Tables 1-5 specifically reflect human genome NA18507. The present disclosure encompasses regions in other human genomes that correspond to the regions depicted in Tables 1-5.


The term “distinct oligonucleotide probes” refers to oligonucleotide probes that each have different/distinct oligonucleotide sequences. Within the context of the present disclosure, “distinct oligonucleotide probes” each bind to, or are complementary to, different/distinct rearrangement indicator sequence regions.


Within a rearrangement indicator sequence region, the spacing between individual oligonucleotide probes ranges from not more than 100, 150, 280, 300, 500 or 1000 base pairs apart. The mean spacing between oligonucleotides with a single rearrangement indicator sequence region is approximately 280 base pairs, optionally 200 to 350 base pairs.


Arrays

One aspect of the application provides an array for use in the methods described herein. In one embodiment, the application provides an array comprising a solid support having a plurality of addresses, wherein each address has disposed thereon an oligonucleotide probe that can specifically bind genomic DNA. In some embodiments, an array contains at least one, ten, 100, 1000, 10,000, 100,000, or 1,000,000 features in an area that is less than 20 cm2, 10 cm2, 5 cm2, 1 cm2 or less than 1 mm2.


The application also provides a “microarray chip system” comprising at least one solid support, optionally a glass slide, upon which oligonucleotides, such as the oligonucleotide probes described herein, have been arrayed. A microarray chip system includes more than one solid support wherein a unique collection of probes are arrayed on each support.


In one embodiment of the disclosure, the microarray system comprises a plurality of oligonucleotide probes bound to at least one solid support, the oligonucleotide probes comprising nucleotide sequences complementary to at least 500, 750, 1000 or 1500 rearrangement indicator sequence regions and wherein the at least 500, 750, 1000 or 1500 rearrangement indicator sequence regions are represented by at least one oligonucleotide probe. Optionally, the oligonucleotide probes hybridize under medium stringency or high stringency hybridization conditions to at least 500, 750, 1000 or 1500 rearrangement indicator sequence regions. In a preferred embodiment, the rearrangement indicator sequence regions are selected from the genomic regions listed in Tables 1-5.


The present disclosure also relates to methods for manufacturing microarray systems. In one embodiment of the disclosure, a method of constructing a microarray chip or microarray chip system for detecting copy number variations comprises identifying at least 500, 1000, 1500 rearrangement indicator sequence regions, designing oligonucleotide probes corresponding to the genomic regions and arraying the oligonucleotide probes on a microarray chip.


In a further embodiment, the oligonucleotides described herein are arrayed on microarray chips. Optionally, the oligonucleotide probes are arrayed on at least 1, at least 2, at least 3 or at least 4 microarray chips. In one embodiment, one million probes are arrayed on two microarray chips for a total of two million probes.


In a preferred embodiment, the oligonucleotide probes are arrayed on the support using inkjet technology, for example, Agilent's Sureprint system.


Method for Detecting Genomic Rearrangements

The disclosure provides methods for detecting a genomic rearrangement in a subject. Optionally, the disclosure provides for the use of the microarray chips described herein for detecting genomic rearrangements.


The methods of the disclosure further relate to the use of the microarray chips for diagnosing genomic disorders and for diagnosing the propensity to develop a particular disorder. The methods of the disclosure also relate to the use of the microarray chips for identifying a genetic basis for known diseases and for characterizing the specific genomic rearrangements that lead to a particular genetic disorder. In another embodiment of the disclosure, the present microarray chips are used to identify novel genomic rearrangements.


In one embodiment, the method provides competitively hybridizing test DNA samples and reference DNA samples to at least one microarray chip comprising oligonucleotides complementary to at least 500, 750, 1000 or 1500 rearrangement indicator sequence regions. In some embodiments, the methods provide labeling a test DNA sample with a first label and a reference DNA sample with a second label. Optionally, the DNA is genomic DNA.


The term “genomic DNA” refers to deoxyribonucleic acids that are obtained from an organism. The organism may be a human subject, a mouse or any other organism of interest. “Genomic DNA” may be purified, isolated, amplified, fragmented DNA. Optionally, genomic DNA is obtained from biological samples including, but not limited to, cell, tissue, organ, body fluid, excretory samples.


In some embodiments, the test DNA sample is genomic DNA to be tested for genomic rearrangements or aberrations and the reference DNA sample is a standard for detecting differences between the test DNA sample and the reference DNA sample. The test DNA sample may be a genomic DNA sample from a subject believed or suspected to have at least one genomic rearrangement or a disease associated with at least one genomic rearrangement or believed or suspected to have to have at least one genomic rearrangement or a rearrangement for a disease associated with at least one genomic rearrangement. For example, the subject can be a member of a family known to be affected by at least one genomic rearrangement or for a disease associated with at least one genomic rearrangement. In another embodiment, the test DNA sample is a genomic DNA sample from a subject, wherein the subject is to be tested or screened for at least one genomic rearrangement or for a disease associated with at least one genomic rearrangement.


In some embodiments, the reference DNA sample is genomic DNA from a subject who does not have at least one genomic rearrangement or a disease associated with at least one genomic rearrangement.


In a preferred embodiment, the test DNA sample and reference DNA sample are labeled with a substance that allows the quantity of each sample to be detected. Optionally, the labels are fluorescent labels or fluorophores. In one embodiment, the labels are Cy3 and Cy5.


According to the methods of the disclosure, the labeled test DNA and the labeled reference DNA are hybridized competitively to oligonucleotide probes. Optionally, the labeled test DNA and the labeled reference DNA are mixed together prior to hybridization. In one embodiment, labeled test DNA and the labeled reference DNA is hybridized under high stringency or medium stringency conditions to a microarray chip described herein. In a preferred embodiment, the labeled test DNA and the labeled reference DNA is hybridized to at least one microarray comprising oligonucleotide probes complementary to at least 500, 750, 1000 or 1500 rearrangement indicator sequence regions.


The hybridization may be performed under any appropriate hybridization conditions. Preferably, the hybridization is carried out under medium stringency or high stringency hybridization conditions. Optionally, the hybridization is carried out at around 37° C., 48° C. or 60° C. for at least 24, 36, 48, 80 or 86 hours.


Genetic aberrations or rearrangements are optionally detected using the resultant florescent intensities as an indicator.


In one embodiment of the disclosure, the fluorescent intensity on the oligonucleotide probe is measured and genomic rearrangements are detected using fluorescence intensity as an indicator. In one embodiment, in order to detect a genomic rearrangement (for example, a duplication or deletion of the test DNA), the fluorescence intensity ratio of the labeling substance derived from the reference genomic DNA to labeling substance derived from the test genomic DNA is determined from the fluorescence intensity obtained. Fluorescence intensity can be determined, for example, using an image analyzer.


When the ratio of fluorescence intensity of the labeling substance derived from the reference DNA to the labeling substance derived from the test DNA is high, more reference DNA than test DNA has hybridized to the oligonucleotide probe and a potential genomic deletion in the test DNA (a decrease in copy number) is indicated.


When the ratio of fluorescence intensity of the labeling substance derived from the reference DNA to the labeling substance derived from the test DNA is low, more test DNA than reference DNA has hybridized to the oligonucleotide probe and a potential genomic duplication in the test DNA (an increase in copy number) is indicated.


In one embodiment of the disclosure, the analysis parameters for the microarray are as follows:


GC correction is applied on ever 2 kb window of the genome using an ADM-2 algorithm


The derivative of the log spread ration (DLRS) must be <0.3, optionally <0.1; <0.2; <0.3; <0.4 or <0.5 for a sample


The different must be seen in at least 5 probes


The log 2 ratio between the signal corresponding to the test sample and the signal corresponding to the reference sample must be >0.25 or <−0.25, optionally >0.25 or <−0.25, optionally >0.1 or <−0.1; >0.15 or <−0.15; >0.2 or <−0.2; >0.25 or <−0.25; >0.3 or <−0.3; >0.35 or <−0.35; or >0.5 or <−0.5.


In one embodiment of the disclosure, a log 2 ratio of >0.1 or <−0.1; >0.15 or <−0.15; >0.2 or <−0.2; >0.25 or <−0.25; >0.3 or <−0.3; >0.35 or <−0.35; or >0.5 or <−0.5 indicates a putative genomic rearrangement. In another embodiment, a log 2 ratio of >0.25 or <−0.25, indicates a putative genomic rearrangement.


In one embodiment of the disclosure, a method is provided for detecting genomic rearrangements associated or predisposing subjects to developmental neurocognitive disorders (for example, autism spectrum disorder or Tourette syndrome) and complex autoimmune disorders (for example, psoriasis and ankylosing spondylitis).


In one embodiment, the method comprises obtaining genomic DNA from a test subject and genomic DNA from a reference subject. Optionally, the reference subject does not suffer from a developmental neurocognitive disorders (for example, autism spectrum disorder or Tourette syndrome) and/or complex autoimmune disorders (for example, psoriasis and ankylosing spondylitis).


The genomic DNA from the test subject is optionally labeled with a first flourophore, optionally Cy3 or Cy5, and the genomic DNA from the reference subject is optionally labeled with a second flourophore, optionally Cy3 or Cy5. The labeled DNA is competitively hybridized to a microarray chip comprising oligonucleotide probes complementary to genomic regions known to be associated with genomic rearrangements that can indicate a developmental neurocognitive disorder (for example, autism spectrum disorder or Tourette syndrome) and/or a complex autoimmune disorder (for example, psoriasis or ankylosing spondylitis).


In one embodiment, genomic rearrangements in the following genes/regions can be used to indicate developmental neurocognitive disorders (for example, autism spectrum disorder or Tourette syndrome) and/or complex autoimmune disorders (for example, psoriasis and ankylosing spondylitis) or the propensity to develop such a disorder:
















Gene or Genomic region
Associated Disorder









16p11.2 (50 kb in length)
Autism spectrum disorder



PGAP-1 gene
Autism spectrum disorder



LNX1 gene
Autism spectrum disorder



C7orf58 gene
Autism spectrum disorder



Within & adjacent to UGT2B17 and
Ankylosing spondylitis



UGT2B25 genes



2q14.3-2q21.3
Tourette Syndrome










Methods of Diagnosing Tourette Syndrome

Using the microarray chips described herein, the inventors discovered a genomic region on chromosome 2 that is associated with novel copy number variants that segregate with Tourette Syndrome status.


Accordingly, the application discloses methods of screening for, diagnosing and/or detecting an increased risk of developing Tourette Syndrome in a subject comprising detecting the presence of a Tourette Syndrome copy number variant in a Tourette syndrome critical region within a sample of the subject, wherein the presence of a Tourette syndrome copy number variant in a Tourette syndrome critical region is indicative that the subject has Tourette syndrome and/or an increased risk of developing Tourette syndrome.


As used herein, Tourette syndrome (TS) refers to a developmental neuropsychiatric disorder characterized by the presence of motor (simple and/or complex) and verbal tics with duration longer than one year [Pauls et al. 1991; Price et al. 1985; State 2011]. TS often manifests with features associated with obsessive compulsive disorder (OCD), attention deficit hyperactivity disorder (ADHD), poor impulse control and other behavioural abnormalities.


As used herein the phrase “screening for, diagnosing or detecting Tourette Syndrome” refers to a method or process of determining if a subject has Tourette Syndrome. Further, the phrase “screening for, diagnosing or detecting a risk of developing a Tourette Syndrome” refers to a method or process of determining if a subject has an increased risk of developing Tourette Syndrome.


As used herein, the term “Tourette Syndrome critical region” refers to a genomic region wherein at least one copy number variant within the genomic region segregates with Tourette Syndrome status. “Segregates with Tourette Syndrome status” indicates that a copy number variant is associated with Tourette Syndrome. For example, a particular copy number variant (for example, a duplication or a deletion) is present in subjects who have Tourette Syndrome but is absent in subjects who do not have Tourette Syndrome.


In one embodiment, the “Tourette Syndrome critical region” is located on chromosome 2. In another embodiment, the “Tourette syndrome critical region” is located at 2q14.3-q21.2. In another embodiment, the “Tourette syndrome critical region” is located at 2q21.1-21.2.


As used herein, a “copy number variant” or CNV is a DNA sequence of one kilobase (kb) or longer (for example, at least 2, 5, 10, 30, 50, 100, 150 or 200 kb in length) that is present at a variable copy number in comparison with a reference genome. Examples of reference genomes include the human genome assemblies such as human genome assembly 19 (HG19) and human genomes NA18507, NA10851, NA15510, NA07048.


Examples of copy number variants include “duplications” where the copy number of the DNA sequence is higher compared to a reference genome and “deletions” where the copy number of the DNA sequence is lower compared to a reference genome.


A “Tourette Syndrome copy number variant” refers to a copy number variant, for example a duplication or a deletion, that is associated with or useful for screening, diagnosing or detecting an increased risk of developing Tourette Syndrome when compared to a reference sequence (for example, human genome assembly 19). A “Tourette Syndrome copy number variant” is present in a higher or lower copy number in a subject with Tourette Syndrome or a subject with an increased risk of Tourette Syndrome compared to a subject not affected by Tourette Syndrome. The Tourette Syndrome copy number variant is in one embodiment inherited e.g. a germline mutation. In another embodiment, the copy number variant is sporadic.


In one embodiment, a “Tourette Syndrome copy number variant” is a duplication, i.e, a stretch of genomic sequence that is present in a higher copy number compared to a reference, or wild-type genomic sequence. In another embodiment, a “Tourette Syndrome copy number variant” is a deletion, i.e., a stretch of genomic sequence that is present in a lower copy number compared to a reference, or wild-type genomic sequence.


A reference genomic sequence is genomic DNA obtained from a subject who does not have Tourette syndrome or an increased risk of Tourette syndrome (also known as an “unaffected sample”). Reference genomic sequences include, but are not limited to, human genome sequences NA18507, NA10851, NA15510 NA07048 and human genome assemblies such as human genome assembly 19 (HG19).


In one embodiment, a “Tourette Syndrome copy number variant” is located on chromosome 2. In another embodiment, the “Tourette Syndrome copy number variant” is located at 2q14.3-q21.2. In another embodiment, the “Tourette Syndrome copy number variant” is located at 2q21.1-21.2. In another embodiment, a “Tourette Syndrome copy number variant” is found within the C2orf27A gene.


In one embodiment, a “Tourette syndrome copy number variant” is a 38 kb duplication located at chromosome 2q21.1 within the genomic region corresponding chr2:13205299-132343808 of human genome assembly 19 (HG19).


In another embodiment, a “Tourette syndrome copy number variant” is a 131 kb duplication located at chromosome 2q21.1 within the genomic region corresponding to chr2:132395155-132526804 of human genome assembly 19 (HG19).


In another embodiment, a “Tourette syndrome copy number variant” is a partial 30 kb duplication located at chromosome 2q21.1 within the genomic region corresponding to chr2:132480185-132510827 of human genome assembly 19 (HG19).


The term “corresponding to” as used herein means situated in a different sequence position but having sequence characteristics in common, including identical, or substantially identical, nucleotide sequence flanking the mutation (eg. substantial identity is optionally at least 75% identity over four or more contiguous nucleotides). For example, “genomic region corresponding to chr2: 132305299-132343808 of human genome assembly 19” refers to a genomic region that is equivalently situated in terms of flanking sequence and relative position to chr2: 132305299-132343808 of human genome assembly 19 but that may be identified by a different genomic position in a different genome assembly or reference sequence. Further “corresponding to” can refer to derived from or related to, for example a nucleic acid corresponding to a gene refers to a nucleic acid derived from the gene such as a transcript and/or an amplified or synthetic copy related to the gene.


The terms “risk” and “increased risk” as used herein refer to a subject having a predisposition to developing a disease e.g. increased risk compared to the average risk of a population. The predisposition is optionally inherited, or optionally acquired (e.g. sporadic mutation). The increased risk is relative to a subject not having a Tourette Syndrome copy number variant.


The term “sample” and “sample of a subject” as used herein refer to any sample of a subject that comprises nucleic acids, for example genomic DNA, and/or includes sequence or sequence data corresponding to genomic sequence. In one embodiment, the sample comprises blood, whole blood or a fraction thereof. In another embodiment, the sample is selected from the group consisting of fresh tissue such as a biopsy, frozen tissue and paraffin embedded tissue.


The term “subject” as used herein includes all members of the animal kingdom including multicellular organisms, including mammals, and preferably means humans.


Tourette Syndrome can be difficult to diagnose. The inventors have determined that the methods described herein identify individuals presymptomatically. Accordingly, in one embodiment, the individual is presymptomatic.


As used herein, “a relative” or “blood relation” is a relative genetically related, or related by birth, and includes without limitation 1st, 2nd, 3rd, 4th, 5th, 6th, 7th, 8th, 9th and 10th degree relations, for example but not limited to parents, children, grandchildren, grandparents, cousins and/or 2nd cousins related by blood.


Isolated Nucleic Acids and Compositions

Tourette Syndrome copy number variants are readily detected using isolated nucleic acids and/or compositions comprising isolated nucleic acids that are specific for a Tourette Syndrome copy number variant.


Accordingly in one aspect, the application provides isolated nucleic acids useful for detecting Tourette Syndrome copy number variants and compositions and reagents comprising isolated nucleic acids useful for detecting Tourette Syndrome copy number variants. Another aspect provides an isolated nucleic acid molecule comprising a nucleic acid sequence comprising a Tourette Syndrome copy number variant or a portion thereof.


The term “isolated nucleic acid sequence” and/or “oligonucleotide” as used herein refers to a nucleic acid substantially free of cellular material or culture medium when produced by recombinant DNA techniques, or chemical precursors, or other chemicals when chemically synthesized. The term “nucleic acid” and/or “oligonucleotide” as used herein refers to a sequence of nucleotide or nucleoside monomers consisting of naturally occurring bases, sugars, and intersugar (backbone) linkages, and is intended to include DNA and RNA which can be either double stranded or single stranded and represent the sense or antisense strand.


One aspect of the application provides an isolated nucleic acid molecule, wherein the isolated nucleic acid molecule hybridizes to:


(a) a Tourette Syndrome copy number variant or a portion thereof;


(b) a nucleic acid sequence complementary to a); and/or


(c) a nucleic acid sequence corresponding to a).


Optionally, the Tourette Syndrome copy number variant comprises genomic sequence chromosome 2, optionally with region 2q21.1-21.2. In one embodiment, the Tourette Syndrome copy number variant corresponds to chr2:132395155-132526804, chr2:132305299-132343808 or chr2:132480185-132510827 of human genome assembly 19.


In one embodiment, the isolated nucleic acid molecule is a probe or a primer used to detect a Tourette Syndrome copy number variant.


The hybridization is optionally under high or medium stringency conditions. Appropriate stringency conditions which promote hybridization are known to those skilled in the art, or can be found in Current Protocols in Molecular Biology, John Wiley & Sons, N.Y. (1989), 6.3.1 6.3.6. High and medium stringency hybridization conditions are also described herein.


In an embodiment, the isolated nucleic acid molecule is useful as a primer. The term “primer” as used herein refers to a nucleic acid sequence, whether occurring naturally as in a purified restriction digest or produced synthetically, which is capable of acting as a point of synthesis when placed under conditions in which synthesis of a primer extension product, which is complementary to a nucleic acid strand is induced (e.g. in the presence of nucleotides and an inducing agent such as DNA polymerase and at a suitable temperature and pH). The primer must be sufficiently long to prime the synthesis of the desired extension product in the presence of the inducing agent. The exact length of the primer will depend upon factors, including temperature, sequences of the primer and the methods used. A primer typically contains 15-25 or more nucleotides, although it can contain less, for example, up to 5, 10, 12 or 15 nucleotides. The factors involved in determining the appropriate length of primer are readily known to one of ordinary skill in the art.


In one embodiment, the primers hybridize under medium or high stringency conditions to the Tourette Syndrome copy number variants described herein and allow amplification of a Tourette Syndrome copy number variant or a portion thereof. As used in relation to a primer, “a portion thereof” of a Tourette Syndrome copy number variant refers to a portion sufficient to prime amplification of the intended template.


In another embodiment, the application describes probes that are useful for detecting a Tourette Syndrome copy number variant.


The term “probe” as used herein refers to a nucleic acid sequence that will hybridize to a nucleic acid target sequence. In one example, the probe hybridizes to a Tourette Syndrome copy number variant or a nucleic acid sequence complementary to Tourette Syndrome copy number variant. The length of probe depends on the hybridization conditions and the sequences of the probe and nucleic acid target sequence. In one embodiment, the probe is at least 8, 10, 15, 20, 25, 50, 75, 100, 150, 200, 250, 400, 500 or more nucleotides in length. As used in relation to a probe, “a portion thereof” of a Tourette Syndrome copy number variant refers to a portion sufficient to specifically hybridize to the intended template.


Another aspect of the application provides an isolated nucleic acid molecule which has at least 75, 80, 85, 90, 95 or 99% sequence identity to a Tourette Syndrome copy number variant or a portion thereof. In another embodiment, an isolated nucleic acid molecule is provided which has at least 75, 80, 85, 90, 95 or 99% sequence identity to the complement of a Tourette Syndrome copy number variant or a portion thereof.


The term “sequence identity” as used herein refers to the percentage of sequence identity between two nucleic acid sequences. To determine the percent identity of two nucleic acid sequences, the sequences are aligned for optimal comparison purposes (e.g., gaps can be introduced in the sequence of a nucleic acid sequence for optimal alignment with a second nucleic acid sequence). The nucleotides at corresponding nucleotide positions are then compared. When a position in the first sequence is occupied by the same nucleotide as the corresponding position in the second sequence, then the molecules are identical at that position. The percent identity between the two sequences is a function of the number of identical positions shared by the sequences (i.e., % identity=number of identical overlapping positions/total number of positions.times.100%). In one embodiment, the two sequences are the same length. The determination of percent identity between two sequences can also be accomplished using a mathematical algorithm. A preferred, non-limiting example of a mathematical algorithm utilized for the comparison of two sequences is the algorithm of Karlin and Altschul, 1990, Proc. Natl. Acad. Sci, U.S.A. 87:2264-2268, modified as in Karlin and Altschul, 1993, Proc. Natl. Acad. Sci. U.S.A. 90:5873-5877. Such an algorithm is incorporated into the NBLAST and XBLAST programs of Altschul et al., 1990, J. Mol. Biol. 215:403. BLAST nucleotide searches can be performed with the NBLAST nucleotide program parameters set, e.g., for score=100, wordlength=12 to obtain nucleotide sequences homologous to a nucleic acid molecules of the present application. To obtain gapped alignments for comparison purposes, Gapped BLAST can be utilized as described in Altschul et al., 1997, Nucleic Acids Res, 25:3389-3402, Alternatively, PSI-BLAST can be used to perform an iterated search which detects distant relationships between molecules (Id.). When utilizing BLAST, Gapped BLAST, and PSI-Blast programs, the default parameters of the respective programs (e.g., of XBLAST and NBLAST) can be used (see, e.g., the NCBI website), The percent identity between two sequences can be determined using techniques similar to those described above, with or without allowing gaps. In calculating percent identity, typically only exact matches are counted.


In certain embodiments the isolated nucleic acid comprises a detectable label, such as a fluorescent or radioactive label.


Another aspect of the disclosure provides a reagent for detecting and/or amplifying a Tourette Syndrome copy number variant, such as the isolated nucleic acid primers described herein.


In one embodiment, a reagent for detecting a Tourette Syndrome copy number variant comprises an isolated nucleic acid molecule comprising:


a) an isolated nucleic acid molecule, wherein the isolated nucleic acid molecule hybridizes to a Tourette Syndrome copy number variant or a portion thereof; or


b) a nucleic acid molecule with at least 80%, 90%, 95%, or 99% sequence identity to a), characterized in that the nucleic add molecule is capable of binding a Tourette Syndrome copy number variant under stringent conditions.


Detecting Tourette Syndrome Copy Number Variants

A person skilled in the art will appreciate that a number of methods are useful for detecting the presence of a Tourette Syndrome copy number variant. For example a variety of techniques are known in the art for detecting copy number variants within a sample of nucleic acid, including, but not limited to, PCR, RT-PCR, QF-PCR, fluorescent in situ hydridization (FISH) and microarray analysis,


A Tourette Syndrome Copy number variant is optionally detected using the microarrays described herein which are designed to detect copy number variants.


In one embodiment, genomic DNA from a test subject who may have Tourette syndrome or be at a risk of Tourette Syndrome is optionally labeled with a first fluorophore, optionally Cy3 or Cy5, and the genomic DNA from a reference subject or a reference genome is optionally labeled with a second fluorophore, optionally Cy3 or Cy5. The labeled DNA is competitively hybridized to a microarray chip comprising oligonucleotide probes complementary to a Tourette Syndrome critical region. Differential binding of the test genomic DNA sample and a reference genomic DNA sample to at least one oligonucleotide probe complementary to a Tourette Syndrome critical region indicates a Tourette Syndrome copy number variant. For example, higher binding of the test genomic DNA sample than the reference genomic DNA sample to at least one oligonucleotide probe indicates a duplication associated with Tourette Syndrome and higher binding of the reference genomic DNA sample than the test genomic DNA sample to at least one oligonucleotide probe indicates a deletion associated with Tourette Syndrome.


In another embodiment, a Tourette Syndrome copy number variant is optionally detected using Quantitative Fluorescent PCR (QF-PCR). Using this method, primers are used to amplify genomic sequence contained with a Tourette Syndrome copy number variant such as the Tourette Syndrome copy number variants described herein. A person of skill in the art could readily design primers to amplify a copy number variant. The primers are used to amplify genomic sequence from a test subject and a reference standard (for example a reference sequence such as human genome assembly 19). QF-PCR is used to analyze the amount of nucleic acid amplified from the test subject and the reference standard. An increase in amplified sequence from the test subject compared to the reference standard indicates a duplication in the test subject. A decrease in amplified sequence from the test subject compared to the reference standard indicates a deletion in the test subject.


In one embodiment, Tourette Syndrome copy number variants are first detected using a microarray, and then the copy number variant is confirmed using a secondary method such as QF-PCR.


Kits

Another aspect of the disclosure is a kit for screening for, diagnosing the presence of, or detecting a risk of developing, Tourette Syndrome. In one embodiment, the kit comprises one or more isolated nucleic acid molecules and/or reagents described herein and instructions for use. In another embodiment, the kit comprises one or more isolated nucleic acid molecules and/or reagents described herein and a container for holding or storing the isolated nucleic acid molecules and/or reagents


In an embodiment the kit comprises an isolated nucleic acid molecule or composition that specifically hybridizes to Tourette Syndrome copy number variant, e.g. a probe or a primer. In an embodiment the nucleic acid molecule sequence is complementary to a Tourette Syndrome copy number variant or a portion thereof or the complement thereof. In another embodiment, the nucleic acid molecule comprises a detectable label such as a fluorescent molecule. In a further embodiment, the kit comprises an isolated nucleic acid molecule useful as a primer.


In certain embodiments, the kit is a diagnostic kit for medical use. In other embodiments, the kit is a diagnostic kit for laboratory use.


In another aspect the disclosure provides a commercial package comprising an isolated nucleic acid or reagent described herein and instructions for use.


The following non-limiting examples are illustrative of the present disclosure:


EXAMPLES

Embodiments of the disclosure will be illustrated in a non-limiting way by reference to the examples below.


Example 1
Identification of “Rearrangement Hotspots” within Segmental Duplications in Humans
Detection of Segmental Duplication (SD) Units

Given that SDs intuitively consist of common repeat elements, SDs were fragmented into multiple smaller SD units which did not overlap with known repeat elements during the read depth-based analysis. In this study, 20,237 non-redundant sets of SD units with at least one inter- or intra-chromosomal rearrangement event were identified, representing 16.65 Mbp of SD units residing outside of common repeat elements in the human genome. At first glance, this total content of SDs may appear small compared with that previously reported [Bailey J A et al, (2002)] and that reported in the database of genomic variants (DGV) which is mainly attributed to methodological differences (i.e., exclusion of common repeats, GC-correction, shorter window length, low read depth threshold). Results from this study and Perry at al [Perry H G at al. (2008)], suggest that previously reported SD breakpoints are overinflated in size, further emphasizing the importance of creating a high-resolution map of ‘rearrangement hotspots’. Read depth distribution for duplicated and non-duplicated regions throughout the genome produced a distinctive distribution pattern with an approximate 7% error rate.


Considering CNVs have a tendency to overlap with nearby SD breakpoints, the results of this study were compared with a recent study which identified common CNV breakpoints in three populations (i.e., 57 Yoruba, 48 European and 54 Asian individuals) [Sudmant P H, 2010]. The detected autosomal SD units greater than 200 by shared 82% concordance (i.e., >50% overlap) with common CNV breakpoints using low coverage short-read data. Moreover, 79% of breakpoints residing within genes with >3 copies as previously reported [Alkan C, 2009], were located within SD breakpoints identified in this study.


Comparison with previous read depth-based reports highlights the advantages of the present hierarchical strategy which include: 1) the use of a 100 by read depth window with a 1 by overlap to detect SD units which enabled the capacity to detect SD units with higher resolution; 2) the use of a lower threshold (i.e., mean+2 standard deviations) than previously reported methods in order to detect homozygous and hemizygous duplications; 3) fragmentation of SDs into smaller SD units in order to separate duplicated regions from common repeated elements while reducing alignment bias for rearrangement analysis and computational time; and 4) integration of end space alignment algorithm with a ‘seed and extend’ clustering technique to the duplicated region of the reference guided assembly sequences to perform an exhaustive search (i.e., 409 million alignments) to identify rearrangement breakpoints.


Compared with copy number gains identified using microarray analysis [Conrad, D F et al. (2010)], sequencing data used in this study revealed that autosomal SD unit breakpoints overlapped 54% with copy number gains [Conrad, D F at al. (2010)], which increased to 67% when compared with 43× coverage [Sudmant P H et al. (2010)]]. Discrepancies are attributed to methodical biases, as detection of structural variants can be specific to different methodical approaches and discrepancies between methods can be as high as 80% [Alkan C et al. (2011)]. The rearrangement analysis within the novel sequence revealed multiple hits within the duplicated sequences (i.e., >90% similarity) that were previously uncharacterized.


Characterization of Rearrangement Hotspots Within Segmental Duplications

Using 409 million pai/vise alignments, 1963 complex SD units or ‘rearrangement hotspots’ within SDs in the human genome with significantly high distribution of duplicons (p<1.0×10−6) with at least 10 duplicons per SD unit were identified (FIG. 2a and Table 1). Within these regions, an increase in copy number gain (i.e., increase of 62% in copy number gains within hotspots) with at least 50% overlap with SD units and CNV breakpoints has been observed compared with a previous report [Conrad, D F et al. (2010)]. Importantly, 25% of these ‘rearrangement hotspots’ (i.e., 489/1963) overlapped with 166 unique genes (FIG. 2b) of which 77% (i.e., 375/489) were contained within 82 genes with increased copy number gain that have been previously validated using microarray analysis [Conrad, D F et al. (2010)]. That 25 of these genes are highly variable in copy number within three populations indicates population-specific frequency of the underlying events in the origin of CNVs [Sudmant P H et al. (2010)] which, in turn, implies an increase in frequency of genomic rearrangement events within hotspot regions. However, the extent of gene conversion within the NAHR hotspot is still unknown. Also observed was a relative increase of gene content transfer within agenic hotspot regions (i.e., approximately 50%) compared with the remainder of agenic non-hotspot duplicated regions (i.e., 32%) (FIG. 2c). The finding of elevated levels of gene content transfer is consistent with a previous study which hypothesized such a finding as an apparent feature for hotspots arising from homologous recombination [Gu W et al. (2008)]. Further analysis on duplicated gene variants (DNVs), which is a special type of paralogous sequence variant, was compared between the hotspot and non-hotspot duplicated regions [Ho MR at al. (2010)]. A 3-fold increase in DNVs located within hotspots compared with the remainder of the duplicated regions (p<0.0001) was observed which implies greater diversity within hotspot regions. This finding is attributed, in part, to the accumulation of DNV-derived mutations among derivative homologous sequences within hotspot regions. A strong positive correlation (R2=0.63) between the length and the incidence of DNVs within hotspot regions was also observed (FIG. 2d). Genome-wide read depth comparison revealed that a subset of high read depth regions are positively correlated with rearrangement hotspots (FIG. 2e).


Distribution of Inter- and Intra-Chromosomal Rearrangements

Segmental duplications (SDs) can be categorized according to the location of the rearrangement considering that recombination events can occur between homologues (i.e, inter-chromosomal) or by looping out within a single homologue (i.e., intra-chromosomal). The analysis revealed that 7% of genes (i.e., 1,626/22,159) overlapped with 5,502 non-redundant SD units which represented 73% (i.e., 41/56) of the most highly variable genes previously identified in the human genome within three populations [Sudmant P H at al. (2010)] (FIG. 2b). 91,971 duplicons (i.e., average of 4.5 duplicons per SD unit) with overlapping breakpoints throughout the SD regions were observed. Extreme inter- and intra-chromosomal rearrangements occurred in 10% of genes (i.e., 166/1626) that overlapped with SD units, of which 50% have been previously validated [Conrad, D F at al. (2010)]. Further analysis revealed that genic regions were enriched with intra-chromosomal recombination, whereas agenic regions evolved through both inter- and intra-chromosomal recombination. Such intra-chromosomal recombination within genic SD units may represent conserved genomic organizations subject to gene conversion and concerted evolution [Bailey J A, 2002; Gu W, 2008; Lieber M R, 2003]. Extreme variation, attributed in part, to SDs has been reported in at least 20% of the copy number variable gene families in three human populations [Sudmant P H et al. (2010)].


Previous cytogenetic studies have demonstrated that pericentromeric and subtelomeric SD regions are strikingly polymorphic and both represent hotbeds for genomic rearrangement [Mefford H et al. (2002) and She X et al. (2004)]. Investigation of recombination within SD units revealed that pericentromeric regions of chromosomes 2, 5, 7, 10, 15, 16, 17, 22 and Y were enriched with inter-chromosomal recombination, whereas only chromosome 11 was associated with intra-chromosomal breakpoints. Subtelomeric regions of chromosomes 1, 2, 4, 7, 9, 10, 11, 16, 19, 20, 22, and X were enriched with inter-chromosomal recombination, whereas chromosomes 3, 6, 12, 13, 14 and Y were associated with extreme intra-chromosomal breakpoints. This idiosyncratic rearrangement pattern suggests that multiple translocations involving distal regions of chromosomes create complex breakpoints within SDs. This is exemplified by the pseudoautosomal region 1 (PAR1) which displayed extensive inter- and intra-chromosomal tandem duplications, consistent with sex chromosome evolution. Another complex region where extensive intra-chromosomal rearrangements were identified is the distal heterochromatic region of the Y chromosome (i.e., Yq12), housing the male specific (MSY) region. In the analysis, both homozygous and hemizygous duplications were detected using read depth information which represents an extension to previous SD analysis [Sudmant P H et al. (2010) and Alkan C et al. (2009)] by the inclusion of sex chromosomes.


Complex rearrangements in multiple gene families where rapid evolution of NBPF, PRAME, RGPD, GAGE, LRRC, TBC1, NPIP and TRIM gene families were identified. Without being bound by theory, this appears to be predominantly attributed to intra-chromosomal gene transfer, whereas other complex gene families (e.g., ANKRD, OR, GUSB, FAM, POTE, ZNF and GOLG) appear to be more diverse with respect to transfer of gene content, occurring both within and between chromosomes. As previously reported [Alkan C et al, (2009)], the DUX family gene was associated with the most copies within the reference genome. The rearrangement analysis of the novel sequence within 10q26.3 region suggests at least 10 additional copies of the DUX4 gene is specific to novel sequences within the NA18507 human genome.


Gene Ontology Analysis within ‘Rearrangement Hotspots’


To investigate the impact of genes residing within ‘rearrangement hotspot’ regions identified in this study and theft relation to complex disease, genes were functionally categorized using PANTHER gene ontology analysis. Genes residing within ‘rearrangement hotspot’ regions appear to be involved in functions associated primarily with nucleic acid metabolism (22%) and cellular processes (16%), although associations also exist for developmental process (9%), cell cycle (9%), and cell communication (8%). This finding is consistent with a previous report in which copy number gains were associated with genes involved in nucleic acid metabolism and developmental processes, whereas copy number losses were enriched for genes involved in cell adhesion [Park H et al. (2010)]. That genes residing in ‘rearrangement hotspot’ regions are consistently associated with functions affecting multiple processes important in normal growth and development, further underscores the critical role that rearrangement hotspots play in the genetic etiology of complex disease.


Clinical Relevance of ‘Rearrangement Hotspots’

A genome-wide high resolution map of ‘rearrangement hotspots’ has been produced. Without being bound by theory, these ‘rearrangement hotspots’ likely serve as templates for NAHR and consequently may represent an underlying mechanism for development of constitutional and acquired diseases arising from de novo deletions or duplications. A collection of 24 previously identified genomic disorders predominantly mediated by de novo NAHR events are catalogued in the DECIPHER database [DECIPHER Genomic Aberration Database: http://decipher.sanger.ac.uki]. Comparison of the hotspot regions identified in the present study with pathogenic deletions/duplications breakpoints mapped for those genomic disorders constituting only 15 common genomic loci revealed that 20% of the detected hotspots are clustered within proximal and distal SDs that are flanked by these pathogenic deletions/duplications (FIG. 3). This finding indicates a higher rate of NAHR within the genome-wide rearrangement hotspot regions detected in this study.


The rearrangement structure of these hotspots based on the present in silico predictions (FIG. 4) reveals the complex architecture associated with SDs. To validate the complexity of these hotspots, FISH analysis was performed on selected regions harbouring hotspot clusters demonstrated 94% (i.e., 17/18) concordance with in silico predictions of co-localization (FIGS. 5a, 5b, and 6). One example of an identified ‘rearrangement hotspot’ is a duplication at the 16p12.1 complex region, which contains an 32 inversion [Park H et al. (2010)], where the alignment localized multiple derivatives of the NPIPL3 gene within chromosomes 16 and 18 (FIG. 5a). The identified breakpoints revealed the presence of derivative copies of the NPIPL3 gene within the short arm of chromosomes 16 and 18, possibly attributed to NAHR-mediated recombination, where pathogenic deletions and duplications have been reported in patients with mental retardation and intellectual disability [Antonacci F et al. (2010); Nagarnani S C et al. (2011); Heinzen E L et al. (2010); Weiss L A et al. (2008); Walters R G et al. (2010); Ballif B C et al. (2007); and Tokutomi T et al. (2009)]. The derivatives are located within the pathogenic deletion breakpoints among the patients with neurodevelopment disorders. Unfortunately, these studies used methodologies unable to localize derivative copies, and consequently the NPIPL3 gene was disregarded as a susceptibility gene. A second complex region, 22q11.21, housed a large duplication consisting of two copies, with the ‘core duplicon’ being copied multiple times in chromosomes 5, 6, 20 and 22 (FIG. 5b). Phenotypes attributed to pathogenic deletions and duplications within chromosomes 5 and 22 [Ensenauer R E et al. (2003) and Huang X S et al. (2010)] revealed breakpoint patterns within a ‘core duplicon’, suggestive of NAHR-mediated duplication.


A third complex region, revealed a previously uncharacterized gene desert within 1q21 indicating a possible harvest region for the NBPF gene family. This 68 Kbp gene desert region revealed extreme intra-chromosomal rearrangement without any signature of inter-chromosomal duplication in our in silico analysis (FIG. 6). The gene fragments from NBPF1,3,9,10,14,15,16,20 and 24 appear to be copied and transferred to 1q21.1 (142867911-142935940) and consequently creating extreme overlapping tandem duplications. The fosmid clone G248P8712C10 covering this region was used on metaphase chromosomes to predict derivative duplicated loci. Multiple signals were obtained within 1p36.12 and 1q21.1 regions, while a weak signal was obtained within the 1p10p13 region which was not detected by our in silica analysis. The donor region located 2 Mb distal from the gene desert transferred gene content to this 68 kbp region which is associated with recurrent pathogenic deletions and duplications implicated in developmental disorders and neuroblastoma [DECIPHER Genomic Aberration Database: http://decipher.sanger.ac.uk/; Diskin S J at al. (2009); and Brunetti-Pierri N at al. (2008)]. Without being bound by theory, gene deserts may represent reservoirs for creation of novel genes and underscores the necessity to further explore this previously ignored region of the human genome. The complexity of tandem duplications (e.g., 1q21.1) can have a direct impact on estimating copy number for a gene (e.g., NBPF). In such cases, the estimation of copy number based solely on read depth may be affected due to the nature of the tandem duplication.


Materials and Methods

Data Acquisition and Processing


Short read data was obtained for the NA18507 human genome sequenced using reversible terminator chemistry on an Illumina Genome Analyzer [Bently D R, 2008]. The original data consisted of >30× coverage of the genome. More than half of the data was obtained from the Short Read Archive Provisional FTP (NCBK) site (ftp://ftp.ncbi.nih.gov/pub/TraceDB/ShortRead/SRA000271/) with an average read length of approximately 36 bp. The analysis accuracy of this dataset has been previously described [Bently D R et al. (2008)]. The 4.8 Mb novel sequence detected in the NA18507 genome by a previous de novo assembly was also integrated in our rearrangement analysis. The length distribution revealed that the contigs/scaffolds are over fragmented and >80% of the sequence length is <1 kb in length. The NA18507 human genome was selected as it is representative of the ancestral African Euroban population which has been previously shown to contain the most diverse polymorphisms compared with other populations [Sudmant P H et al. (2010) and Alkan C et al. (2009)], rendering it an ideal sample to generate a ‘rearrangement hotspot’ map as the majority of the hotspot regions detected should exist within other populations.


Short Read Mapping

mrsFAST (micro-read substitution only fast alignment search tool—version 2.3.0.2) was applied which implements an all-to-all algorithm unlike other short read mapping algorithms [Hach F et al. (2010)]. Specifically, it is a fast alignment search tool which uses cache oblivious short read mapping algorithm to align short reads in an individual genome against a repeat masked reference human genome within a user-specified number of mismatches. The short reads were mapped using mrsFAST with a maximum of two mismatches allowed against the repeat masked (UCSC hg18) genome assembly. mrsFAST returns all possible hits in the genome for a short read, allowing the detection of differential read depth distribution within duplicated regions of the human genome. Using the NA18507 human genome (18× coverage), 1.5 billion short reads were processed with 55.78% (i.e., ˜839 million short reads) mapped to the repeat masked human reference genome with the mrsFAST aligner which returned all possible mapping locations of a read; a key requirement to accurately predicting the duplicated regions within the reference genome.


GC Correction

There exists a known bias with next generation sequencing technology towards GC-rich and GC-poor regions. Moreover, during library preparation using an illumina Genome Analyzer, amplification artefacts are introduced in both GC-poor and GC-rich regions producing an uneven distribution of read coverage [Alkan C et al. (2009)] which has the potential of detecting false positive duplicated regions. To reduce this bias, a simple GC correction method was used. Overlapping windows (i.e., by 1 bp) with length ‘/’ was used for read depth computation. Each read was assigned only once by its starting position and read depth was computed for each chromosomal position. The original mean read depth was calculated for each length (i.e., 100 bp) block using equation (1). G+C percentage for every 100 by window from the reference human genome and the read depth was computed and subsequently interrogated for adjustment. The adjusted read depth was computed using the following equation:










RD
i

,

adjusted
=


RD
i

×


m





1


m





2








(
1
)







where RDi, adjusted is the read depth after GC correction, RDi is the original read depth computed for ith window, m1 is the overall median of all the windows with 100 by length and m2 is the mean depth for all windows with same GC percentage. All subsequent analysis was carried out on the GC-corrected read depth.


Read Depth (RD) and Interval Detection

The first step in dissecting SD unit breakpoints using the NA18507 genome from all hit map information was to compute read depth from short read sequence mapping and detect SD intervals that do not overlap with a repeat region of the genome. Read depth was computed for each point after obtaining mapped anchoring positions of the short reads from mrsFAST. A table was built for each chromosome, each containing coordinates where the common repeats are located. The read depth mean was computed for a chromosome from the genome content excluding common repeat regions. For each window with l length (100 bp) an event was determined. Events with excessive read depth and with a deletion were detected using equation (2).










event


(
l
)


=

{




2


(
ExcessiveRD
)






if









k
=
0

l


RD




mean
+

2
×

st
.
d









0


(
Deletion
)






if





RD

<
1





1



otherwise
;









(
2
)







To investigate the interrogating window if it falls within a common repeat elements, a library for the repeat masked regions (masked interspersed repeats, i.e. LINES, SINES, etc.) of the human genome was built. The mean length of the detected SD units was 822 bp. The read depth distribution between the detected duplication subunits and the non-duplicated regions of the genome show significant read depth differences with an approximately 7% error rate.


NA18507 Short Read Reference Guided Assembly

The current version of mrsFAST does not return the quality of the aligned reads within a consensus genome. Instead, MAQ version 0.7.1 (Mapping and Assembly with Quality) was used which assembles genomes with a specified quality. MAQ searches for the un-gapped match with lowest mismatch score (i.e., maximum of 2) in the first 28 bp. To confidently map alignments, MAQ assigns each alignment a Phred scaled quality score which measures the probability that the true alignment is not the alignment that is detected by MAQ. If a short read maps to multiple positions in the genome, MAQ will randomly pick one position and give the excluded position a mapping quality of zero. The NA18507 genome short reads were mapped and assembled into the reference genome using MAQ allowing at most 2 mismatches.


Detection of Genomic Re-Arrangements

Using read depth as a measure to detect SD unit breakpoints may produce regions that share <90% sequence identity. To reduce false positive and computational burden after detecting SD unit breakpoints, a basic version of the end space alignment algorithm (without seed and extend approach) was utilized and a pairwise alignment for each of the SD units against the rest of the genome SD units was performed. Only those SD units for rearrangement analysis described in the following section that contained at least one duplicon >100 by with >90% sequence identity were included. 20,237 SD units when every 100 by window was assessed for a possible rearrangement were detected.


End-Space Free Alignment Algorithm

The ability to detect highly homologous regions between two sequences is essential for duplicon detection. Multiple clusters of non-adjacent duplicons with >90% sequence identity cannot be mapped using basic alignment algorithms. As previously reported, the basic pairwise global alignment algorithm will miss duplicon breakpoints that are non-adjacent within an SD with different thresholds of sequence identity [6]. Semi-global alignment has a tendency to produce pattern-like alignments (see example below), which are not informative for complex regions with multiple duplications. A modified version of the pairwise alignment algorithm was implemented where the alignments are scored ignoring end spaces of the two sequences. Adding the option of end spaces in our alignment does not produce pattern-like alignments and therefore accurately pinpoints the breakpoints of the duplicon with an allowed gap that crosses the threshold of >90% sequence identity. The neutral rate of evolutionary decay suggests that 10% sequence divergence is required to accurately detect duplications that are primate-specific [Gu W et al. (2008)].


Example









S1:


(SEQ ID NO: 1)


ACGCAATTCGACTAGATCGGGTCGATGATCGATCGATGATCGAGACA





GCATAGCAG





S2:


(SEQ ID NO: 2)


CAATTCGACTAGATCGATCGACGATCGATCGAT





Semi-Global Alignment:


S1:


(SEQ ID NO: 1)


ACGCAATTCGACTAGATCGGGTCGATGATCGATCGATGATCGAGACAGC





ATAGCAG





S2:


(SEQ ID NO: 3)


***CAATTCGACTAGATC*GATC***GA*CGATC***GAT*****C*G*





AT*****





End-Space Free Alignment:


S1:


(SEQ ID NO: 4)


CAATTCGACTAGATCGGGTCGATGATCGATCGAT





S2:


(SEQ ID NO: 5)


CAATTCGACTAGATC*GATCGACGATCGATCGAT






In order to implement the algorithm, a dynamic programming technique was utilized which is a modified version of Smith-Waterman dynamic programming [Smith I F et al. (1981)]. This approach will detect the pairwise alignment relative to a penalty function corresponding to semi-global alignment. The dynamic programming (DP) algorithm was used to compute the above alignments and the backtrack pointer was used to identify the best alignment.


Dynamic Programming Matrix and Recursive Trace Back

As a core searching algorithm, a penalty function was implemented to complete the dynamic programming matrix M. First, the first column and row was initialized with zeroes which provided forgiving spaces at the beginning of the sequences in order to obtain the highest similarity between the interrogated sequences. The intention was to locate duplicons between a pair of sequences (i.e., s and t) with >90% identity and alignment with minimal gaps to avoid pattern-like structures. “A” was encoded with 1, “G” with 2. “C” with 3 and “T” with 4 to construct the (m+1)×(n+1) DP matrix M, where m and n is the length of two given sequences s and t, respectively. The algorithm uses a dynamic programming technique to fill a matrix M by a look up penalty function from the 5×5 matrix C. A penalty function g(i,j) was introduced for matched alignment with a score of 2. For the mismatches between a pair of bases, a penalty of −2 was introduced for mismatch and −3 for misaligned sequence produced by sequence assembly tools (i.e., MAQ). A −3 penalty was used to reduce the amount of misaligned portions of the sequence into duplicon identification. To allow the algorithm to ignore the end positions of the sequences if it has low similarity, a trace back from the highest value returned by function Sim(s,t) in the matrix M was performed. For any two given sequences (i.e., s and t), a semi-global alignment is an alignment between a substring (in this case duplicon) of s and t.










a


[

i
,
j

]


=

max


{





a


[

i
,

j
-
1


]


-
3







a


[


i
-
1

,

j
-
1


]


+

g


(


i
-
1

,

j
-
1


)









a


[


i
-
1

,
j

]


-
3










(
3
)







Sim


(

s
,
t

)


=

max





of





M





(
4
)







The memory requirement to fill out DP matrix M is O(mn). The computational time to complete the dynamic programming Matrix M and to determine the maximum value in M for a given pair of sequence s and t with nearly similar length is O(n2) and to trace back starting from the maximum point in the matrix takes O(m+n) time to obtain optimal alignment.


It might be apparent that ignoring end spaces might not detect true breakpoints and for long sequences it might produce really short alignments. Considering that majority of the commonly used alignment search methods (i.e., BLAST, BLAT, and SHRiMP) implement a “seed and extend” method to obtain faster sequence comparison [Altschul S F, 1990; Kent 2002; Yanovsky V, 2008; Mi, 2010], this method was also applied in this study. To perform an exhaustive search within the scope of 100 by windows for any two given segmental unit sequences obtained from NA18507 genome, the dynamic programming algorithm for each 100 by window with 10 by overlaps as “seeds” was applied. The highly similar seeds (>90%) went through the “extend” step and the rest was ignored. As this approach might detect the same breakpoints multiple times if multiple seeding events are obtained from a highly duplicated region, the previously extended duplicon breakpoints from the same SD unit and the overlapping “seeds” was compared and only the maximum extended duplicon was kept. ‘Extend’ is a recursive procedure which extends bi-directionally by 10 bp and the extend step ceases in each direction when further extension does not cross the sequence identity threshold. As a result, the procedure terminates if any further extension of both directions returns <90% sequence identity.


FISH Validation

Cytogenetic preparations were made from lymphoblastoid culture (obtained from Coriell cell repositories) for the NA18507 sample. The cell suspension was dropped on slides using a thermotone, aged overnight and hybridized with test (i.e., spectrum orange) and control probes. Following post-hybridization washes and 4,6-diamidino-2-phenylindole (DAP1) counterstaining, slides were analyzed using fluorescence microscopy. Pseudocoloring and image editing was performed using Photoshop software. To validate duplicon rearrangement within SD units, three complex regions in the human genome: 1q21.1, 16p12.1 and 22q11.21 were selected. In this study, fosmid genomic clones corresponding to a duplicated locus as a probe against chromosomal metaphase were used. The localization of FISH clones within these regions and the corresponding derivative loci validated >94% (i.e., 17/18) of the in silico co-localization predictions. The FISH technique was unable to provide a precise estimate of rearrangement at the level of 100 bp due to resolution limitations.


Permutation

The basic analyses were conducted using a permutation procedure to assess statistical significance of 1-sided tests. The rearrangement for each SD unit was permuted randomly between the two groups and test statistics was computed in each permutation. All results reported in this study used 1 million permutations to derive an empirical value.


Gene Ontology Analysis

Gene ontology data analysis was performed using PANTHER (version 7.0) database [Mi H et al. (2010)]. The biological processes of the hotspots genes were analyzed.


Example 2
Microarray Chips for Detecting Genomic Aberrations

A custom aCGH microarray was designed based on the rearrangement hotspots identified in Example 1. In all, approximately 500 MB of the human genomic sequence was covered within a 2×1 million probe (1 M) microarray. The Agilent custom microarray identification numbers are 035313 and 035316.


The genomic regions covered by the microarray were chosen as follows:


a) All the breakpoints (ie. “rearrangement hotspots”) identified in Example 1 were accommodated (Table 1).


b) The location of the hotspots and how far they are from each other was considered. If two hotspots were within 1 MB from each other, the entire region between the two hotspots was included.


c) Known CNV regions previously identified in the literature were included.


d) At least 1 MB of the telomeric and centromeric regions for all chromosomes were also included.


Probes were designed to be 45-60 basepairs in length. Probe spacing ranges between 190-500 by with a mean spacing of 280 by within each genomic region covered by the array.


Tables 2-5 contain the specific coordinates based on the NA18507 human genome corresponding to the 500 MB of genomic sequence covered by the microarray. In all, approximately 10% of the probes correspond to previously detected Copy Number Variants and 90% of the probes correspond to regions susceptible to genomic alteration as based on the computational analysis described above.









TABLE 1







1963 Rearrangement Hotspots. Chromosome coordinates


correspond to the NA18507 human genome.









chr
start
end












1
102428
103655


1
104523
105540


1
108919
109527


1
109802
110931


1
114730
115997


1
121334
122466


1
124255
128240


1
129970
130372


1
166300
167381


1
247579
248325


1
248747
249972


1
251288
251855


1
255240
255848


1
256123
257253


1
315614
318942


1
320610
322337


1
328559
328907


1
329466
331722


1
627628
628412


1
628793
630020


1
530725
631903


1
635288
635896


1
636171
637301


1
638039
640059


1
641087
642355


1
647698
648830


1
650621
653735


1
657032
657289


1
660440
660694


1
663849
664106


1
665689
666094


1
668071
668847


1
680877
681646


1
688405
689651


1
792445
794932


1
2573251
2576251


1
2576151
2579151


1
2579051
2582051


1
2581951
2584951


1
2584851
2587851


1
2587751
2590751


1
2590651
2593651


1
2593551
2596551


1
2596451
2599451


1
2599351
2602351


1
2602251
2605251


1
2605151
2608151


1
2608051
2611051


1
2610951
2613951


1
2613851
2616851


1
2616751
2624180


1
2675459
2683703


1
8876229
8877357


1
16762107
16768986


1
16773004
16777213


1
16779730
16783494


1
16786026
16789354


1
16790353
16791717


1
21623175
21627179


1
21677496
21683296


1
24193960
24194188


1
26674144
26675098


1
40571260
40571981


1
51488912
51489852


1
54775157
54775761


1
102024413
102026279


1
113243378
113243726


1
116200740
115202126


1
120835697
120836641


1
120836827
120338299


1
120338327
120840228


1
120842041
120842565


1
120842492
120343585


1
141629286
141632656


1
141638783
141642395


1
142025678
142029100


1
142031641
142032630


1
142035252
142038880


1
142241469
142245676


1
142867911
142870911


1
142870811
142873811


1
142873711
142876711


1
142876611
142879611


1
142879511
142882511


1
142882411
142885411


1
142885311
142888311


1
142888211
142391211


1
142891111
142894111


1
142894011
142897011


1
142896911
142399911


1
142899811
142902811


1
142902711
142905711


1
142905611
142908611


1
142908511
142911511


1
142911411
142914411


1
142914311
142917311


1
142917211
142920211


1
142920111
142923111


1
142923011
142926011


1
142925911
142928911


1
142928811
142935940


1
143074790
143075669


1
143532860
143541159


1
144020839
144023839


1
144023739
144026739


1
144026639
144029639


1
144029539
144032539


1
144032439
144035439


1
144035339
144038339


1
144038239
144041239


1
144041139
144044139


1
144044039
144047039


1
144046939
144049939


1
144049839
144052839


1
144052739
144055739


1
144055639
144058639


1
144058539
144061539


1
144061439
144064439


1
144064339
144067339


1
144067239
144070239


1
144070139
144073139


1
144073039
144076039


1
144075939
144080872


1
144744835
144753076


1
144757085
144761295


1
144763802
144767580


1
144925945
144933575


1
145049906
145053413


1
146041883
146050118


1
146054138
146058348


1
146060855
146064684


1
146470485
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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5
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8
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X
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5
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6
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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X
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
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Y
57247597
57247831


Y
57248677
57248929


Y
57249765
57250007


Y
57251071
57251305


Y
57252256
57252508


Y
57253345
57253587


Y
57254561
57254895


Y
57255846
57256098


Y
57256919
57257161


Y
57259425
57259677


Y
57260513
57260755


Y
57261819
57262053


Y
57263004
57263256


Y
57264057
57264299


Y
57265361
57265598


Y
57266546
57266800


Y
57267636
57267878


Y
57270122
57270374


Y
57271210
57271463


Y
57273704
57273956


Y
57274792
57275034


Y
57276113
57276347


Y
57277298
57277550


Y
57278389
57278628


Y
57280872
57281124


Y
57281960
57282202


Y
57283246
57283480


Y
57284431
57284683


Y
57285504
57285863


Y
57286820
57287054


Y
57288014
57288257


Y
57289093
57289335


Y
57290404
57290638


Y
57291559
57291811


Y
57292647
57292889


Y
57293920
57294171


Y
57295088
57295340


Y
57296176
57296418


Y
57297487
57297740


Y
57298681
57298924


Y
57299761
57300000


Y
57301066
57301300


Y
57302251
57302503


Y
57303335
57303574


Y
57304645
57304879


Y
57305830
57306082


Y
57306918
57307160


Y
57308204
57308438


Y
57310477
57310719


Y
57311783
57312017


Y
57314040
57314282


Y
57315341
57315575


Y
57316526
57316778


Y
57317614
57317856


Y
57320110
57320362


Y
57321197
57321439


Y
57323192
57323434


Y
57324481
57324711


Y
57325658
57325915


Y
57326751
57326993
















TABLE 2





Genomic regions covered by 150bp oligonucleotide spacing.


Chromosome coordinates correspond to the NA18507


human genome.


















chr1:
869310-870347



chr1:
963659-964480



chr1:
1011188-1014823



chr1:
1034408-1035203



chr1:
1074379-1076117



chr1:
1137003-1138283



chr1:
1223559-1225694



chr1:
1285400-1236900



chr1:
1362430-1363536



chr1:
1414909-1416195



chr1:
1540930-1541970



chr1:
1910377-1911917



chr1:
1910377-1913930



chr1:
1912935-1913930



chr1:
2024543-2027403



chr1:
2052961-2055975



chr1:
2054957-2055810



chr1:
2212060-2214175



chr1:
2390213-2391118



chr1:
2390558-2391302



chr1:
2892794-2894919



chr1:
3031707-3082806



chr1:
3083952-3084887



chr1:
3097463-3098803



chr1:
3215660-3217110



chr1:
3499732-3500631



chr1:
3560245-3560955



chr1:
3308437-3809202



chr1:
4044756-4045264



chr1:
4123843-4127968



chr1:
4136993-4138968



chr1:
4137818-4138918



chr1:
4284635-4236005



chr1:
4391581-4393728



chr1:
4392421-4393623



chr1:
4402810-4404190



chr1:
4403355-4404275



chr1:
5196671-5197414



chr1:
5876593-5877522



chr1:
5876593-5878094



chr1:
5876958-5877603



chr1:
6064750-6065630



chr1:
6064950-6066340



chr1:
6066020-6066933



chr1:
6166718-6169303



chr1:
6366319-6368893



chr1:
6453353-6459551



chr1:
6762626-6763496



chr1:
6861345-6861918



chr1:
7022668-7023529



chr1:
7569215-7571521



chr1:
7577658-7579878



chr1:
7763029-7765558



chr1:
7924952-7925557



chr1:
8550458-8551198



chr1:
8550526-8551722



chr1:
8671740-8674276



chr1:
8673967-8676588



chr1:
9317806-9321226



chr1:
9596173-9596900



chr1:
9596184-9597928



chr1:
10482550-10483507



chr1:
10951426-10952195



chr1:
11060167-11061907



chr1:
11099116-11102746



chr1:
11582552-11583022



chr1:
11989868-11993484



chr1:
12030771-12031509



chr1:
13774084-13777459



chr1:
14163040-14165210



chr1:
14163040-14167016



chr1:
14295319-14295827



chr1:
14436311-14438948



chr1:
15274921-15279573



chr1:
15326675-15327295



chr1:
15364967-15365622



chr1:
15456143-15461008



chr1:
15576232-15578112



chr1:
15581325-15582378



chr1:
15913142-15913612



chr1:
16009544-16011390



chr1:
16152274-16155502



chr1:
16210276-16213462



chr1:
16360194-16360934



chr1:
17197325-17201896



chr1:
17675886-17677389



chr1:
17676268-17677389



chr1:
17676268-17678930



chr1:
19326226-19328463



chr1:
19355651-19359876



chr1:
19386662-19387372



chr1:
20090476-20091962



chr1:
20407098-20410672



chr1:
20497229-20497789



chr1:
20499004-20500798



chr1:
20614631-20616067



chr1:
20932517-20933644



chr1:
21658828-21659448



chr1:
22886525-22888263



chr1:
22889175-22891149



chr1:
22890279-22891179



chr1:
24520344-24523704



chr1:
24804297-24807306



chr1:
24805052-24807640



chr1:
25201833-25203426



chr1:
25695583-25696195



chr1:
27921423-27922378



chr1:
28653097-28654894



chr1:
29008566-29009882



chr1:
29304427-29306310



chr1:
30531928-30532743



chr1:
30688669-30689223



chr1:
30738408-30740073



chr1:
30773957-30774557



chr1:
31124288-31124783



chr1:
31169654-31171814



chr1:
31696905-31697770



chr1:
31904565-31905074



chr1:
32544596-32547969



chr1:
34028738-34029620



chr1:
34041090-34042831



chr1:
34294222-34294847



chr1:
35182213-35184257



chr1:
35301157-35301658



chr1:
37424181-37426011



chr1:
38602560-38604580



chr1:
38642190-38645098



chr1:
39084384-39085575



chr1:
39295081-39295591



chr1:
39534290-39536657



chr1:
39998696-40001204



chr1:
40967032-40969860



chr1:
41026622-41028481



chr1:
41571863-41573145



chr1:
41761976-41765713



chr1:
42366033-42366623



chr1:
42648938-42652837



chr1:
42686842-42689160



chr1:
42855183-42857734



chr1:
43693743-43695534



chr1:
44337310-44338030



chr1:
46805652-46810297



chr1:
47976947-47977608



chr1:
48469083-48471022



chr1:
48722141-48723709



chr1:
49176585-49177170



chr1:
49619312-49620039



chr1:
51915277-51917387



chr1:
52455037-52456002



chr1:
52607549-52608219



chr1:
53355695-53357553



chr1:
53519239-53519896



chr1:
53594192-53595574



chr1:
53793265-53794017



chr1:
53967754-53968754



chr1:
54351428-54353453



chr1:
54367638-54369718



chr1:
54412288-54413001



chr1:
54612213-54615165



chr1:
55092329-55093794



chr1:
55092329-55095974



chr1:
55301183-55304991



chr1:
55851167-55855543



chr1:
56002387-56002939



chr1:
57756856-57757610



chr1:
57887344-57887923



chr1:
57887539-57890289



chr1:
58647431-58649106



chr1:
58743911-58744811



chr1:
59247251-59250394



chr1:
60046731-60049658



chr1:
60048626-60049658



chr1:
60106241-60107103



chr1:
61547702-61549738



chr1:
62082811-62083739



chr1:
62417791-62418301



chr1:
62654849-62657214



chr1:
63614653-63615933



chr1:
63734433-63735624



chr1:
64662514-64664895



chr1:
66040926-66043753



chr1:
66525243-66527767



chr1:
66959151-66959374



chr1:
70820591-70825114



chr1:
71237358-71240311



chr1:
72360086-72361128



chr1:
73123333-73123943



chr1:
75198172-75198656



chr1:
76610720-76613917



chr1:
78649179-78651619



chr1:
78834094-78835855



chr1:
79393643-79395839



chr1:
79393643-79397736



chr1:
80219938-80221138



chr1:
80220972-80223381



chr1:
80221683-80222961



chr1:
80792423-80793718



chr1:
80792478-80796895



chr1:
82804016-82805770



chr1:
84126185-84127086



chr1:
84388361-84388940



chr1:
84711621-84715809



chr1:
84895834-84899546



chr1:
85666191-85667696



chr1:
86296641-86297551



chr1:
86400747-86404675



chr1:
87523633-87524446



chr1:
87613239-87614258



chr1:
87796383-87797017



chr1:
89094516-89095308



chr1:
89476419-89478526



chr1:
89811465-89812208



chr1:
90022081-90022817



chr1:
90102208-90102908



chr1:
92134113-92134968



chr1:
92232083-92233422



chr1:
94212859-94213642



chr1:
94288287-94291362



chr1:
94445871-94446574



chr1:
99404868-99407331



chr1:
99890831-99891737



chr1:
100201255-100204463



chr1:
101004688-101005733



chr1:
101119934-101122407



chr1:
102983648-102984769



chr1:
103403085-103403769



chr1:
104067889-104069222



chr1:
104443240-104443735



chr1:
104669109-104669917



chr1:
104669509-104670086



chr1:
104706623-104707957



chr1:
104809268-104809955



chr1:
105255350-105256189



chr1:
105300265-105301199



chr1:
105626323-105630506



chr1:
105667630-105668456



chr1:
106036484-106037650



chr1:
106492499-106493980



chr1:
106735101-106736041



chr1:
106978457-106981555



chr1:
107220698-107224596



chr1:
107223367-107223954



chr1:
108175392-108176330



chr1:
108402984-108405403



chr1:
108654295-108654842



chr1:
108656246-108657799



chr1:
108695524-108697339



chr1:
108733355-108737405



chr1:
109024587-109026238



chr1:
109348923-109350130



chr1:
109367036-109371953



chr1:
109496697-109501138



chr1:
113220144-113225122



chr1:
113529356-113532563



chr1:
113664477-113665870



chr1:
113957544-113958112



chr1:
115722088-115722923



chr1:
116016609-116017419



chr1:
116229524-116233096



chr1:
116229569-116231373



chr1:
117880720-117881339



chr1:
117880720-117881895



chr1:
118989802-118990365



chr1:
119482482-119483626



chr1:
120012853-120013616



chr1:
120085129-120087107



chr1:
142535521-142540079



chr1:
150601192-150602306



chr1:
150860233-150862841



chr1:
151291318-151293798



chr1:
152277700-152279580



chr1:
152452226-152453261



chr1:
152883675-152884568



chr1:
153134866-153136100



chr1:
153215570-153217705



chr1:
153215870-153216495



chr1:
154158242-154161302



chr1:
155160571-155161682



chr1:
155160976-155161632



chr1:
155659754-155664482



chr1:
157173655-157176433



chr1:
158715296-158717653



chr1:
158726860-158728090



chr1:
158867528-158870050



chr1:
158961733-158966297



chr1:
159616499-159617669



chr1:
159648762-159649629



chr1:
161450862-161451332



chr1:
162230745-162231222



chr1:
162581779-162583945



chr1:
164389545-164390413



chr1:
165421804-165424209



chr1:
165603563-165604448



chr1:
165913041-165915341



chr1:
166551583-166552802



chr1:
167526029-167526969



chr1:
167535980-167536793



chr1:
167765357-167767231



chr1:
168288449-168290171



chr1:
168572265-168574697



chr1:
169004327-169005333



chr1:
169112379-169112882



chr1:
171034627-171036987



chr1:
172759326-172761974



chr1:
173083744-173084952



chr1:
173929654-173932522



chr1:
175022386-175025930



chr1:
175071475-175076204



chr1:
175161934-175163375



chr1:
175283116-175283763



chr1:
175411570-175412157



chr1:
178977936-178979436



chr1:
179455634-179458332



chr1:
179467639-179469756



chr1:
179607357-179608025



chr1:
180198652-180200893



chr1:
180228558-180230458



chr1:
181057682-181059314



chr1:
182270388-182271829



chr1:
182359578-182361490



chr1:
183979277-183980027



chr1:
183979277-183980577



chr1:
185009886-185011740



chr1:
185010498-185011740



chr1:
185783571-185785361



chr1:
187464835-187466483



chr1:
187752484-187754782



chr1:
187753749-187754782



chr1:
188539470-188540236



chr1:
189243809-189247596



chr1:
189589192-189589675



chr1:
190376759-190381486



chr1:
191657137-191661067



chr1:
191726014-191727002



chr1:
191916410-191913561



chr1:
191916977-191918567



chr1:
191917397-191918567



chr1:
192860431-192861926



chr1:
194350411-194351644



chr1:
194450274-194454737



chr1:
194451285-194453179



chr1:
195144343-195145919



chr1:
195410092-195414631



chr1:
196602742-196604036



chr1:
196779403-196781773



chr1:
198773802-198775371



chr1:
198886120-198886917



chr1:
199110166-199113911



chr1:
199562787-199566651



chr1:
199563942-199566651



chr1:
200255514-200259609



chr1:
200263065-200263897



chr1:
201177874-201181216



chr1:
201178666-201180182



chr1:
201218825-201222411



chr1:
201220236-201221871



chr1:
201224281-201227876



chr1:
203021521-203022002



chr1:
203064106-203065267



chr1:
203165467-203166667



chr1:
203684431-203686356



chr1:
203684764-203686033



chr1:
204381109-204384999



chr1:
204381149-204381644



chr1:
204382296-204384600



chr1:
205106324-205107663



chr1:
205922044-205922673



chr1:
206857904-206858948



chr1:
207292502-207293208



chr1:
207541995-207544657



chr1:
207541995-207545574



chr1:
207737007-207741486



chr1:
207841202-207845781



chr1:
207859001-207859696



chr1:
208416416-208418161



chr1:
209632371-209633074



chr1:
210722474-210724965



chr1:
211369750-211370440



chr1:
211655600-211656492



chr1:
211686460-211687052



chr1:
211751180-211753141



chr1:
212723036-212723592



chr1:
214774207-214778763



chr1:
214778841-214782576



chr1:
214853316-214856880



chr1:
215849236-215851763



chr1:
217477458-217479232



chr1:
217542643-217543305



chr1:
218417907-218421614



chr1:
720495388-220499568



chr1:
220503012-220503523



chr1:
221803907-221805874



chr1:
223823206-223824695



chr1:
224860202-224861277



chr1:
224902701-224903304



chr1:
224993594-224996600



chr1:
227142951-227145026



chr1:
227445029-227449266



chr1:
229761387-229762105



chr1:
230132847-230134182



chr1:
230529987-230533208



chr1:
230561339-230562425



chr1:
231319913-231322038



chr1:
232458623-232460241



chr1:
232721851-232723030



chr1:
233467942-233468458



chr1:
233766265-233767045



chr1:
234319179-234319651



chr1:
234614066-234614836



chr1:
234744318-234747260



chr1:
236363301-236365959



chr1:
236584351-236585822



chr1:
236584351-236586513



chr1:
236701848-236702993



chr1:
236701848-236703765



chr1:
236702482-236702993



chr1:
236876955-236878374



chr1:
236918916-236920526



chr1:
237754052-237754900



chr1:
238316743-238318124



chr1:
238609053-238610012



chr1:
238750853-238752038



chr1:
238854994-238856099



chr1:
240393262-240394858



chr1:
241594804-241596516



chr1:
242384554-242386417



chr1:
242955010-242959682



chr1:
242958146-242959682



chr1:
243636778-243637761



chr1:
243782750-243783865



chr1:
244287342-244287946



chr1:
244516944-244519535



chr1:
244747063-244748521



chr1:
245266258-245267003



chr1:
245574609-245575272



chr1:
245605941-245607827



chr1:
246137817-246140393



chr1:
246155104-246156238



chr1:
246235067-246235901



chr1:
246395462-246398381



chr1:
246414451-246415597



chr1:
246551009-246553341



chr1:
246647566-246648632



chr1:
246683172-246685467



chr1:
246739604-246741677



chr1:
246946311-246946911



chr1:
247231914-247232863



chr1:
247270328-247275269



chr1:
247279126-247282346



chr1:
247292150-247293370



chr1:
247494711-247495773



chr1:
247596890-247597355



chr1:
248124666-248125762



chr1:
248154534-248155538



chr1:
248350683-248352274



chr1:
248546294-248548347



chr1:
248546881-248547794



chr1:
248571161-248572713



chr1:
248603228-248604201



chr1:
248604160-248605440



chr1:
248605509-248609851



chr1:
248673950-248676620



chr1:
248697718-248700755



chr1:
248739609-248741375



chr1:
248808322-248808891



chr1:
248838109-248839410



chr1:
248866885-248867366



chr1:
248894556-248895017



chr1:
249089753-249090438



chr1:
197458-198538



chr2:
293607-294402



chr2:
306307-309117



chr2:
388690-390417



chr2:
398384-401204



chr2:
420249-421144



chr2:
426434-427619



chr2:
442008-443033



chr2:
495037-495861



chr2:
732114-733131



chr2:
739939-740899



chr2:
842222-846862



chr2:
842292-843972



chr2:
856481-857057



chr2:
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chr13:
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37055044-37055849



chr20:
39882521-39886182



chr20:
39906563-39907379



chr20:
40337048-40340280



chr20:
42107623-42110851



chr20:
42272167-42273896



chr20:
42481443-42484024



chr20:
42893404-42894522



chr20:
43275129-43278294



chr20:
43305631-43308774



chr20:
43307048-43308774



chr20:
43327321-43329532



chr20:
44204237-44207302



chr20:
44792102-44793882



chr20:
44926136-44928026



chr20:
50652091-50654356



chr20:
50759422-50760759



chr20:
51008382-51009760



chr20:
51157759-51159154



chr20:
51219042-51219855



chr20:
51304662-51305611



chr20:
52613366-52614476



chr20:
52774882-52775544



chr20:
53289505-53294132



chr20:
53292985-53294741



chr20:
53603517-53604740



chr20:
54125396-54127869



chr20:
54199560-54200691



chr20:
54237699-54238387



chr20:
54750841-54754895



chr20:
54807171-54810710



chr20:
56100137-56102320



chr20:
56283924-56285426



chr20:
57160574-57161614



chr20:
57465451-57467183



chr20:
57958947-57960167



chr20:
58267508-58268067



chr20:
58744737-58745914



chr20:
58984052-58985772



chr20:
59675921-59677994



chr20:
59776865-59777500



chr20:
59827152-59828515



chr20:
59857827-59858527



chr20:
59925210-59925840



chr20:
59964903-59965975



chr20:
60113057-60113652



chr20:
60185970-60190121



chr20:
60216706-60217274



chr20:
60216706-60219476



chr20:
60298972-60299492



chr20:
60358509-60359899



chr20:
60511031-60511689



chr20:
60545655-60546725



chr20:
60632668-60634103



chr20:
60639424-60642008



chr20:
60718405-60719511



chr20:
60788047-60788817



chr20:
61072776-61073858



chr20:
61191965-61193870



chr20:
61304168-61305178



chr20:
61372180-61375000



chr20:
61597450-61597950



chr20:
61623905-61625290



chr20:
61724718-61725597



chr20:
61765845-61766941



chr21:
16403191-16404403



chr21:
16588393-16589894



chr21:
16588393-16591163



chr21:
16678132-16678599



chr21:
17943609-17944569



chr21:
18612370-18613365



chr21:
19043939-19047240



chr21:
19325706-19329045



chr21:
19326919-19329199



chr21:
19327429-19328317



chr21:
19432035-19435744



chr21:
20393497-20394443



chr21:
21212481-21213550



chr21:
21621703-21624006



chr21:
22000188-22004189



chr21:
24159173-24160503



chr21:
24159539-24160163



chr21:
24373594-24375391



chr21:
24374796-24375391



chr21:
24785084-24788082



chr21:
25333627-25334096



chr21:
26359909-26364555



chr21:
26862124-26865407



chr21:
27175040-27179728



chr21:
28476934-28477619



chr21:
29712972-29714163



chr21:
30987077-30987597



chr21:
31292430-31293424



chr21:
32432147-32434379



chr21:
33556468-33557243



chr21:
33672755-33673258



chr21:
34693718-34694194



chr21:
34693718-34696725



chr21:
35383916-35387241



chr21:
35445350-35446724



chr21:
35530589-35533098



chr21:
36261096-36262805



chr21:
36561391-36565832



chr21:
36601281-36602362



chr21:
39128851-39129996



chr21:
39651128-39655123



chr21:
39973933-39975874



chr21:
40050052-40051416



chr21:
40814284-40816976



chr21:
41344469-41345024



chr21:
41346366-41347056



chr21:
41521089-41521810



chr21:
41554486-41555154



chr21:
41670393-41674209



chr21:
42845934-42847731



chr21:
43037448-43039221



chr21:
43037459-43040086



chr21:
43284492-43285567



chr21:
43350120-43353426



chr21:
43498241-43498896



chr21:
43557506-43558111



chr21:
43933622-43934715



chr21:
44007534-44010634



chr21:
44705465-44706185



chr21:
44718621-44719136



chr21:
44808566-44809052



chr21:
44970196-44973492



chr21:
45001567-45004171



chr21:
45159263-45160863



chr21:
45508571-45509106



chr21:
45618957-45621033



chr21:
45681654-45683665



chr21:
45681975-45683050



chr21:
45719922-45720647



chr21:
45789163-45739993



chr21:
45815454-45816905



chr21:
45828928-45831001



chr21:
45904010-45905210



chr21:
45904451-45905356



chr21:
45942684-45945229



chr21:
46401513-46402593



chr21:
46447971-46448726



chr21:
46654099-46654729



chr21:
46765045-46766149



chr21:
46776104-46779708



chr21:
46973433-46975421



chr21:
47026008-47027529



chr21:
47027707-47029860



chr21:
47052971-47054551



chr21:
47053051-47056946



chr21:
47316342-47317187



chr21:
47318227-47318887



chr21:
47329554-47330073



chr21:
47338186-47338851



chr21:
47343696-47345241



chr21:
47388056-47390190



chr21:
47388130-47388749



chr21:
47425860-47426395



chr21:
47454139-47455512



chr21:
47560011-47561065



chr21:
47589087-47591921



chr21:
47603360-47604350



chr21:
47609779-47610834



chr21:
47657518-47658672



chr21:
47712420-47714722



chr21:
47801944-47804584



chr21:
47823108-47824123



chr22:
25245604-25246110



chr22:
25449752-25452479



chr22:
27704015-27704564



chr22:
29383848-29386970



chr22:
29515970-29516620



chr22:
29633118-29635222



chr22:
29680263-29681805



chr22:
30336350-30337198



chr22:
31420065-31420768



chr22:
31486508-31487078



chr22:
32927932-32928517



chr22:
33662527-33665397



chr22:
33736047-33737076



chr22:
33755373-33760446



chr22:
33780263-33783473



chr22:
34724321-34725253



chr22:
34863937-34866241



chr22:
34900119-34901341



chr22:
35295028-35299027



chr22:
35469747-35471058



chr22:
35645445-35646472



chr22:
36069890-36071426



chr22:
36918738-36923490



chr22:
37143357-37147011



chr22:
37493688-37494368



chr22:
37618621-37621144



chr22:
37983065-37984326



chr22:
38054434-38055177



chr22:
39293896-39298665



chr22:
42716350-42716860



chr22:
42717400-42720441



chr22:
42879201-42830111



chr22:
43431422-43436218



chr22:
43594738-43595763



chr22:
43676579-43677609



chr22:
46491132-46492057



chr22:
46535015-46537497



chr22:
46872703-46873298



chr22:
47027350-47027940



chr22:
47254779-47256635



chr22:
47459249-47459949



chr22:
47606751-47609606



chr22:
47801028-47801658



chr22:
47996185-47996815



chr22:
48128044-48128679



chr22:
48481462-48483565



chr22:
48482572-48483330



chr22:
48594721-48595537



chr22:
48647627-48649147



chr22:
48893354-48894129



chr22:
49014818-49017434



chr22:
49034097-49034913



chr22:
49050926-49051616



chr22:
49062450-49064460



chr22:
49063500-49064520



chr22:
49131616-49132301



chr22:
50329163-50329646



chr22:
50467091-50467871



chr22:
50495516-50496091



chr22:
50674880-50677245



chr22:
50782140-50784908



chr22:
50871166-50873706



chr22:
50976153-50976699



chr22:
51082134-51082724



chr22:
51117967-51121392



chr22:
51123499-51125484



chr22:
51186721-51187416



chrX:
2006342-2007441



chrX:
2292139-2294700



chrX:
2331747-2336269



chrX:
2390959-2392269



chrX:
2419193-2420758



chrX:
2515135-2516329



chrX:
2545862-2550743



chrX:
2565454-2566289



chrX:
3060615-3061823



chrX:
3761130-3762262



chrX:
3799164-3800780



chrX:
3837863-3839310



chrX:
4157512-4161894



chrX:
4157626-4159273



chrX:
5055404-5057320



chrX:
5159509-5164153



chrX:
5362305-5363025



chrX:
7622203-7623589



chrX:
8786541-8788892



chrX:
9432542-9434165



chrX:
9753741-9754954



chrX:
9982509-9985831



chrX:
9982564-9984219



chrX:
10530516-10531080



chrX:
14645065-14645876



chrX:
14797854-14799253



chrX:
16887834-16889249



chrX:
17637522-17638135



chrX:
18277660-18281295



chrX:
18278683-18281421



chrX:
19229162-19229770



chrX:
19374309-19374922



chrX:
19465688-19469525



chrX:
20143624-20146498



chrX:
24042887-24043913



chrX:
26059771-26063406



chrX:
26363207-26366294



chrX:
27714768-27716542



chrX:
29266817-29268327



chrX:
32430422-32431602



chrX:
32644633-32645696



chrX:
32919548-32920845



chrX:
32987241-32988323



chrX:
32987254-32989016



chrX:
34153555-34156749



chrX:
34439797-34441842



chrX:
35441711-35445379



chrX:
35594372-35595525



chrX:
35630480-35634416



chrX:
35714098-35716077



chrX:
35814752-35817325



chrX:
37031234-37034388



chrX:
38386545-38387372



chrX:
38584381-38587366



chrX:
39547851-39548742



chrX:
43944847-43946844



chrX:
43944847-43947747



chrX:
46433008-46434874



chrX:
46771584-46772827



chrX:
47583975-47584815



chrX:
55702081-55706752



chrX:
55702641-55704882



chrX:
56668707-56672393



chrX:
63046250-63049783



chrX:
63179793-63181342



chrX:
64659173-64662687



chrX:
67128184-67130234



chrX:
68723485-68726591



chrX:
68730873-68731378



chrX:
69284077-69289063



chrX:
69731696-69734585



chrX:
70137905-70139779



chrX:
70137905-70141317



chrX:
70375602-70376742



chrX:
70799156-70800146



chrX:
78921648-78925951



chrX:
78921816-78925294



chrX:
79298842-79303187



chrX:
80416515-80417443



chrX:
81173874-81175839



chrX:
81983127-81987718



chrX:
84148632-84150257



chrX:
85674775-85677046



chrX:
86089624-86090437



chrX:
88557172-88559847



chrX:
90226325-90227684



chrX:
93186836-93188015



chrX:
93401004-93404141



chrX:
94591646-94596454



chrX:
94698170-94701864



chrX:
95050849-95051472



chrX:
96606848-96608696



chrX:
102856941-102858799



chrX:
104417623-104418075



chrX:
105807016-105807818



chrX:
108353196-108356853



chrX:
109938628-109942201



chrX:
112149828-112152431



chrX:
114542555-114544543



chrX:
114543110-114544104



chrX:
116469495-116471079



chrX:
117454203-117454803



chrX:
120976226-120977717



chrX:
121946734-121949306



chrX:
122315627-122316237



chrX:
122372631-122373391



chrX:
123595967-123596512



chrX:
124991870-124994577



chrX:
126597916-126602440



chrX:
126598717-126602349



chrX:
127815565-127816864



chrX:
128500452-128502522



chrX:
129243875-129245369



chrX:
129667629-129668861



chrX:
129883745-129887979



chrX:
131005627-131008585



chrX:
131622967-131623775



chrX:
131939267-131941552



chrX:
133394520-133396998



chrX:
136186515-136189010



chrX:
142561963-142565186



chrX:
144422164-144424505



chrX:
144422234-144423104



chrX:
145052148-145054975



chrX:
145892851-145894555



chrX:
146038405-146041724



chrX:
146039816-146041436



chrX:
146040055-146042669



chrX:
149107022-149109390



chrX:
149927875-149928845



chrX:
150268515-150270823



chrX:
150294440-150295717



chrX:
150876929-150878609



chrX:
151083288-151087810



chrX:
151474441-151476876



chrX:
154485976-154486960



chrX:
154555636-154556862



chrX:
154778514-154782563



chrX:
154918257-154921714



chrX:
155089777-155092217

















TABLE 3





Genomic regions covered by 280 bp oligonucleotide


spacing. Chromosome coordinates correspond


to the NA18507 human genome.

















chr1: 8790600-8974770



chr1: 16869520-17090288



chr1: 20309286-20349544



chr1: 21730588-22255436



chr1: 24143221-24341601



chr1: 26761298-27554471



chr1: 31560929-31601751



chr1: 33496651-33537045



chr1: 35796809-35837817



chr1: 38342317-38382559



chr1: 40408910-40819394



chr1: 44549813-46180660



chr1: 50462844-51737264



chr1: 54982569-55023173



chr1: 58493475-58542371



chr1: 77574856-77615487



chr1: 80896457-81584812



chr1: 83663025-83797960



chr1: 87231009-87271289



chr1: 92519303-92560230



chr1: 93724408-93764889



chr1: 96893759-97165761



chr1: 101716151-102273691



chr1: 104119817-104300138



chr1: 109514961-110214902



chr1: 113413360-113462203



chr1: 116378624-117218832



chr1: 151972571-152071117



chr1: 154330611-155142814



chr1: 157023320-157063680



chr1: 160216060-160257271



chr1: 161356677-161397020



chr1: 165625525-165666427



chr1: 172671178-172711825



chr1: 179405008-179446629



chr1: 182890975-182949650



chr1: 191094581-191135870



chr1: 197086207-197127418



chr1: 202861033-202902663



chr1: 204295797-204336523



chr1: 208850547-209428019



chr1: 210420247-210460765



chr1: 212204817-212502971



chr1: 222622463-222713694



chr1: 224076390-224199145



chr1: 226606410-226647196



chr1: 228130876-229727480



chr1: 231233306-231274213



chr1: 235682290-235723344



chr1: 236963118-237003996



chr1: 238084435-238129152



chr1: 241063126-241104735



chr1: 243154810-243283882



chr1: 249200979-249231434



chr2: 10001-194430



chr2: 1763794-1804075



chr2: 4541431-4741730



chr2: 5768759-5809270



chr2: 11471796-12185434



chr2: 18423156-18464745



chr2: 23601547-24574930



chr2: 25915021-25955295



chr2: 27595751-27636560



chr2: 32027593-32068999



chr2: 33841589-33903948



chr2: 36506478-37179063



chr2: 38438748-38479558



chr2: 41363714-41405124



chr2: 42669146-42780319



chr2: 44062185-44835597



chr2: 50085716-50126685



chr2: 54236644-54299000



chr2: 55441955-55483110



chr2: 62027408-62809307



chr2: 63958466-64913416



chr2: 65873840-65915046



chr2: 68332405-68778020



chr2: 69801884-71430789



chr2: 73990988-74555279



chr2: 77881632-78660008



chr2: 85123040-85163995



chr2: 91596826-92287253



chr2: 95326172-96669432



chr2: 97659235-98464915



chr2: 100686338-101228005



chr2: 106843857-107335325



chr2: 117483381-117800878



chr2: 122445946-122486826



chr2: 126549705-127335964



chr2: 128525323-128995977



chr2: 130233855-133139593



chr2: 135703913-135744562



chr2: 138690360-139057285



chr2: 140954885-141001797



chr2: 143827597-143870118



chr2: 152022825-152475694



chr2: 156319411-156360257



chr2: 159689401-160566975



chr2: 162115373-162159276



chr2: 163988691-164029365



chr2: 168381880-168592936



chr2: 171437674-172464464



chr2: 174330365-175605647



chr2: 178063745-178104543



chr2: 181717413-181758350



chr2: 182805824-182846996



chr2: 183916475-183957426



chr2: 188670184-188711508



chr2: 190155866-190197353



chr2: 195032088-195073888



chr2: 197667143-198386305



chr2: 201907721-201949622



chr2: 203884781-204658536



chr2: 207263606-207305140



chr2: 212455769-212496151



chr2: 215691835-215732353



chr2: 217630369-219726940



chr2: 231359848-231400266



chr2: 232404551-232728889



chr2: 235534199-235577595



chr2: 238410055-238452998



chr2: 242685696-243102476



chr3: 1617343-1968162



chr3: 8694913-8755772



chr3: 10022212-10120145



chr3: 11509694-13115407



chr3: 15144793-15437780



chr3: 22403222-22445332



chr3: 23940675-23981067



chr3: 25771131-25811542



chr3: 32011180-32847768



chr3: 35237922-35278813



chr3: 37037981-37078510



chr3: 39356463-40761174



chr3: 41834748-42952228



chr3: 44867563-45221807



chr3: 48077487-48182878



chr3: 50736620-50777661



chr3: 57907597-57948357



chr3: 60655674-60738517



chr3: 63062261-63589687



chr3: 68665507-68706672



chr3: 72958285-73135109



chr3: 75243848-75934807



chr3: 80246223-80287063



chr3: 84940834-84981561



chr3: 87352608-88259138



chr3: 90252916-90293174



chr3: 93593661-93633922



chr3: 95404737-96357714



chr3: 97848170-97946704



chr3: 105772578-105812798



chr3: 110325517-110422005



chr3: 112222416-112264763



chr3: 113549296-113589732



chr3: 116726085-116766674



chr3: 118550486-121233878



chr3: 122362619-122403545



chr3: 123850692-123891475



chr3: 125401476-125670914



chr3: 128463389-128580091



chr3: 129698277-130036885



chr3: 131942325-131983241



chr3: 134050601-134091906



chr3: 136309361-136349700



chr3: 137800973-139234712



chr3: 141169383-141604673



chr3: 143215890-143257451



chr3: 145521937-145562663



chr3: 146974474-147905524



chr3: 149636368-149677784



chr3: 152765081-152806694



chr3: 155685375-155727034



chr3: 156860330-156901463



chr3: 161126824-161167833



chr3: 163398296-163438612



chr3: 166763663-166804624



chr3: 170193156-170234252



chr3: 175415812-175456585



chr3: 178190963-178231549



chr3: 182308405-182349772



chr3: 183585586-183766003



chr3: 184807675-185297180



chr3: 186598137-186859118



chr3: 194546161-197962430



chr4: 10001-487049



chr4: 9324643-9777599



chr4: 13612744-13653905



chr4: 17043530-17934764



chr4: 19795289-19835990



chr4: 22575806-22617061



chr4: 24753221-24794474



chr4: 33837721-33878692



chr4: 34907690-34948364



chr4: 36425831-37843565



chr4: 43391975-43433066



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chr9: 65494386-70920000



chr10: 18041218-18200091



chr10: 44172511-52383737



chr10: 81272357-81965328



chr11: 40001-207422



chr11: 48997050-51412448



chr13: 114239588-115092802



chr15: 21326212-25244225



chr15: 28000023-31239503



chr15: 82619908-83736106



chr15: 85045806-85789771



chr16: 46385802-46528907



chr17: 34181960-34946274



chr17: 36344876-39280419



chr17: 65821780-66132070



chr17: 77704882-78973933



chr20: 29421942-29652106



chrX: 10000-1781973



chrY: 10000-901974



chrY: 58847818-58908587

















TABLE 4





Genomic regions covered by 300 bp oligonucleotide


spacing. Chromosome coordinates correspond


to the NA18507 human genome.

















chr1: 4597917-4603368



chr1: 6438194-6445835



chr1: 6787516-6793395



chr1: 8182444-8191375



chr1: 8204084-8211127



chr1: 8673057-8682897



chr1: 8715188-8720239



chr1: 8766443-8774912



chr1: 10369418-10378885



chr1: 11097562-11106051



chr1: 16854043-16863594



chr1: 17175722-17181610



chr1: 24895796-24901144



chr1: 25688689-25695235



chr1: 26459570-26464632



chr1: 30688669-30693813



chr1: 34406948-34412032



chr1: 35102307-35111970



chr1: 39433145-39440637



chr1: 41021207-41028481



chr1: 41991470-41997984



chr1: 46244285-46251346



chr1: 47565590-47574182



chr1: 53580640-53568914



chr1: 55089225-55095974



chr1: 60046731-60052368



chr1: 62113371-62119744



chr1: 69996393-70002209



chr1: 71244106-71249573



chr1: 72755371-72764036



chr1: 77106208-77112305



chr1: 77774744-77781454



chr1: 83807765-83814646



chr1: 90169037-90174165



chr1: 99856525-99865334



chr1: 100194890-100204463



chr1: 104103686-104113237



chr1: 106015813-106023397



chr1: 107095215-107102345



chr1: 107201327-107211256



chr1: 107655304-107663735



chr1: 110252339-110259004



chr1: 111929021-111934897



chr1: 118069772-118075824



chr1: 120104966-120113946



chr1: 120142387-120150241



chr1: 142535521-142542934



chr1: 152185909-152193469



chr1: 159012766-159019831



chr1: 159118351-159123995



chr1: 160953742-160960609



chr1: 174796614-174801850



chr1: 179329828-179335094



chr1: 180750406-180755506



chr1: 182262748-182269906



chr1: 182776637-182781883



chr1: 187399799-187405049



chr1: 187715748-187722278



chr1: 187939362-187947395



chr1: 188325018-188330315



chr1: 189071908-189077598



chr1: 189772130-189777709



chr1: 189777391-189786094



chr1: 190638400-190646807



chr1: 192675218-192683546



chr1: 194936155-194946091



chr1: 195013954-195019705



chr1: 195359744-195365244



chr1: 195526227-195531417



chr1: 198305134-198310536



chr1: 205917508-205922673



chr1: 207741538-207746586



chr1: 210077993-210085962



chr1: 213004863-213013140



chr1: 213314571-213320124



chr1: 218917580-218922769



chr1: 222373943-222380499



chr1: 224199356-224204485



chr1: 225075528-225081091



chr1: 226375850-226384008



chr1: 229812526-229820631



chr1: 232890253-232899241



chr1: 240219317-240225042



chr1: 243120356-243130355



chr1: 249144921-249150547



chr2: 207761-215529



chr2: 1218833-1227243



chr2: 1528334-1535327



chr2: 1533892-1542761



chr2: 6795702-6805395



chr2: 7230036-7235715



chr2: 10150554-10157686



chr2: 10433505-10439183



chr2: 11395030-11400620



chr2: 13087432-13093196



chr2: 13555202-13561869



chr2: 14190096-14199486



chr2: 14704166-14710045



chr2: 17584080-17592046



chr2: 18260251-18267997



chr2: 23153867-23159752



chr2: 29958037-29963288



chr2: 31403351-31411711



chr2: 34303765-34313027



chr2: 36332589-36339555



chr2: 41776008-41781174



chr2: 48851209-48857846



chr2: 49533720-49539282



chr2: 49653686-49662187



chr2: 51772538-51781819



chr2: 53631630-53887764



chr2: 56649400-56655700



chr2: 57842228-57849900



chr2: 59623296-59631007



chr2: 66099629-66105015



chr2: 66978344-66983484



chr2: 67759060-67766216



chr2: 79331533-79339762



chr2: 84100928-84106703



chr2: 92292052-92300176



chr2: 96727246-96733710



chr2: 106347837-106353279



chr2: 123477291-123482469



chr2: 125639339-125645009



chr2: 126378317-126385964



chr2: 126443174-126451968



chr2: 129638490-129646581



chr2: 147941645-147946792



chr2: 150621365-150626697



chr2: 151031148-151038204



chr2: 164438272-164443520



chr2: 165855413-165865029



chr2: 167494647-167501455



chr2: 172832837-172840816



chr2: 177265710-177271922



chr2: 178678786-178684838



chr2: 180067718-180072888



chr2: 180412903-180422173



chr2: 184085446-184090996



chr2: 186741423-186747368



chr2: 187844264-187850418



chr2: 188384126-188389392



chr2: 189267263-189277181



chr2: 189567840-189573327



chr2: 194689555-194697784



chr2: 200178423-200183555



chr2: 205343819-205349083



chr2: 205706215-205711954



chr2: 207860723-207865763



chr2: 208350852-208359404



chr2: 212801927-212809271



chr2: 213183953-213192002



chr2: 226453568-226462957



chr2: 226955605-226962339



chr2: 227165362-227171023



chr2: 227342447-227347452



chr2: 228488428-228494889



chr2: 234492605-234501401



chr2: 234569283-234575116



chr2: 235442849-235450064



chr2: 238554030-238559382



chr2: 241914865-241922196



chr3: 228631-234368



chr3: 528304-534054



chr3: 990695-996780



chr3: 1032760-1039425



chr3: 4192417-4201134



chr3: 4932839-4938174



chr3: 9359852-9365532



chr3: 16580617-16589915



chr3: 18946005-18953294



chr3: 20311112-20317882



chr3: 22279439-22286398



chr3: 22941523-22946888



chr3: 25850020-25855058



chr3: 26432273-28439460



chr3: 28810031-28817818



chr3: 30994742-30999883



chr3: 36711780-36719477



chr3: 37978470-37986876



chr3: 41587741-41595624



chr3: 41779107-41789001



chr3: 43053229-43059805



chr3: 45543287-45552064



chr3: 49721171-49727086



chr3: 49726377-49733587



chr3: 50343466-50349348



chr3: 50945260-50955050



chr3: 58798489-58808349



chr3: 60050980-60057155



chr3: 68631989-68640250



chr3: 68635089-68640250



chr3: 68739499-68747867



chr3: 72779987-72786060



chr3: 74147583-74154361



chr3: 74807887-74812932



chr3: 77337641-77346005



chr3: 85878639-85884972



chr3: 86848288-86855189



chr3: 89670061-89678063



chr3: 97739466-97794710



chr3: 98726549-98736401



chr3: 98943596-98949668



chr3: 99207484-99216623



chr3: 103464803-103470992



chr3: 103593873-103603147



chr3: 104293536-104300500



chr3: 110694073-110699196



chr3: 125672365-125679046



chr3: 125712288-125722078



chr3: 125944521-125952894



chr3: 129076142-129083883



chr3: 131602136-131607141



chr3: 131708261-131713399



chr3: 131989585-131995012



chr3: 133016100-133025982



chr3: 133132004-133137072



chr3: 136020773-136026295



chr3: 146385189-146390341



chr3: 148963614-148969711



chr3: 153465040-153470192



chr3: 160680271-160685991



chr3: 161308602-161816680



chr3: 163658959-183665126



chr3: 164117871-164125977



chr3: 164302588-164311775



chr3: 166086031-166094634



chr3: 169352223-169359647



chr3: 173209418-173214445



chr3: 189092017-189100061



chr3: 189363208-189371038



chr3: 190514429-190521024



chr3: 191064731-191071632



chr3: 191988483-191996689



chr3: 192304880-192312848



chr3: 192373677-192378988



chr3: 192777384-192782563



chr3: 193136250-193142870



chr4: 553618-560788



chr4: 3059756-3069436



chr4: 3468004-3474478



chr4: 5614696-5620033



chr4: 5889661-5895891



chr4: 6895182-6900570



chr4: 7218321-7225836



chr4: 12153942-12162848



chr4: 15760451-15768822



chr4: 19858388-19864369



chr4: 21081080-21086557



chr4: 21137385-21142485



chr4: 21369093-21377090



chr4: 28943964-28953141



chr4: 29034157-29040382



chr4: 32985487-32994374



chr4: 33378223-33386666



chr4: 34683608-34688623



chr4: 35146818-35152167



chr4: 35848130-35856605



chr4: 39116220-39122927



chr4: 42762742-42769519



chr4: 44018298-44027195



chr4: 44323795-44331070



chr4: 45521400-45527595



chr4: 58567133-58573027



chr4: 58811892-58818426



chr4: 60288872-60294403



chr4: 60324904-60330935



chr4: 63669562-63676380



chr4: 70467481-70474320



chr4: 73418782-73426022



chr4: 73552118-73558447



chr4: 75078561-75083647



chr4: 79256788-79263029



chr4: 79421607-79431447



chr4: 90101108-90107506



chr4: 96701137-96708229



chr4: 97319268-97325686



chr4: 97729123-97736626



chr4: 105266318-105273759



chr4: 106577867-106583120



chr4: 106708350-106717147



chr4: 107056530-107063322



chr4: 108152739-103162227



chr4: 110840754-110845757



chr4: 112236730-112242626



chr4: 115175100-115184162



chr4: 115507882-115514003



chr4: 122282239-122290674



chr4: 137359061-137364851



chr4: 138092026-138100754



chr4: 138324141-138333392



chr4: 143616010-143621320



chr4: 143794391-143800941



chr4: 145000210-145009953



chr4: 146918610-146927658



chr4: 154758172-154765406



chr4: 156673835-156678864



chr4: 156957038-156966800



chr4: 156965114-156973966



chr4: 161879032-161884945



chr4: 168109174-168115505



chr4: 172374403-172379633



chr4: 172645715-172651777



chr4: 173425019-173430516



chr4: 173425019-173434070



chr4: 176030572-176039563



chr4: 178052183-178058019



chr4: 178884836-178893123



chr4: 179240667-179246334



chr4: 179286761-179296162



chr4: 179516956-179522448



chr4: 187162949-187168923



chr4: 187844016-187850486



chr5: 2769433-2777414



chr5: 8017606-8024076



chr5: 12810977-12820331



chr5: 13415392-13422923



chr5: 14995242-15000583



chr5: 16650304-16660144



chr5: 19223089-19232232



chr5: 19277926-19287636



chr5: 20419954-20428886



chr5: 20436963-20444354



chr5: 26796702-26801907



chr5: 28216623-28225329



chr5: 28245483-28253082



chr5: 28927599-28932729



chr5: 45004762-45014494



chr5: 46214782-46220269



chr5: 46270448-46276087



chr5: 53053775-53059759



chr5: 59489615-59496332



chr5: 63697966-63703697



chr5: 76317796-76323028



chr5: 83943432-83955098



chr5: 90618564-90623946



chr5: 106248534-106255784



chr5: 108538428-108543579



chr5: 110595369-110600573



chr5: 110905931-110911040



chr5: 111939492-111944907



chr5: 112666841-112672251



chr5: 114255282-114261315



chr5: 114255699-114262577



chr5: 114326170-114334013



chr5: 117141677-117147812



chr5: 117387158-117395999



chr5: 117868237-117878164



chr5: 123134815-123140614



chr5: 126195468-126201782



chr5: 127895818-127904284



chr5: 128627133-128632392



chr5: 134258136-134264715



chr5: 135115252-135120861



chr5: 140096794-140105317



chr5: 140215713-140222054



chr5: 140554460-140559847



chr5: 142016241-142021453



chr5: 147701022-147706063



chr5: 147742531-147749953



chr5: 150203369-150211385



chr5: 155948588-155954267



chr5: 167118388-167126431



chr5: 178258606-178266167



chr6: 601190-607388



chr6: 3253917-3262554



chr6: 3712581-3719680



chr6: 8924868-8932953



chr6: 11477421-11483532



chr6: 11786468-11791797



chr6: 12008060-12013799



chr6: 14582102-14591012



chr6: 18106851-18112902



chr6: 19041269-19049510



chr6: 21825501-21834188



chr6: 23460350-23485391



chr6: 26343849-26351580



chr6: 26677369-26683871



chr6: 30982075-30989830



chr6: 31229143-31235839



chr6: 31270366-31279433



chr6: 31308595-31313661



chr6: 31318916-31325710



chr6: 31336878-31344406



chr6: 31952447-31958916



chr6: 31985141-31991744



chr6: 32468816-32474512



chr6: 32474972-32481643



chr6: 32507644-32513014



chr6: 32540154-32546207



chr6: 32550496-32559809



chr6: 32560862-32570412



chr6: 32587519-32594357



chr6: 32600591-32607907



chr6: 32651571-32657522



chr6: 32664617-32672914



chr6: 32689075-32697955



chr6: 33048360-33054740



chr6: 33289511-33296285



chr6: 33937823-33943036



chr6: 33963108-33969161



chr6: 38495659-38504443



chr6: 40829246-40838674



chr6: 48745206-48753735



chr6: 48840995-48846579



chr6: 48898154-48904303



chr6: 48930877-48938505



chr6: 51040323-51046059



chr6: 51668875-51675620



chr6: 51801347-51808428



chr6: 52797421-52803827



chr6: 53928764-53934834



chr6: 54299305-54305752



chr6: 54848098-54851665



chr6: 55907704-55912800



chr6: 57622861-57631223



chr6: 58618325-58624205



chr6: 58773521-58780132



chr6: 62200459-62206207



chr6: 63219158-63225196



chr6: 67210350-67215491



chr6: 74592011-74601507



chr6: 74708924-74716855



chr6: 76155476-76160886



chr6: 77097591-77103692



chr6: 77439787-77449423



chr6: 79521092-79530501



chr6: 81283740-81293537



chr6: 81507242-81514132



chr6: 94963053-94969110



chr6: 108026135-108035102



chr6: 108029706-108036977



chr6: 121512246-121517842



chr6: 121519481-121526100



chr6: 125588935-125595914



chr6: 131809780-131816116



chr6: 139602605-139607757



chr6: 141774668-141781657



chr6: 142043388-142050538



chr6: 146733815-146739150



chr6: 153924584-153932603



chr6: 165406753-165416511



chr6: 165724709-165731958



chr6: 167613861-167622008



chr6: 167729012-167736167



chr6: 168726791-168733853



chr6: 168778664-168784785



chr7: 54629-60367



chr7: 699727-704942



chr7: 1703807-1710491



chr7: 1855970-1863481



chr7: 3610530-3618955



chr7: 4073333-4082299



chr7: 8230639-8236558



chr7: 12003338-12010123



chr7: 13022272-13028540



chr7: 21763945-21769647



chr7: 26137323-26145721



chr7: 29824540-29831970



chr7: 37931024-37936701



chr7: 39546315-39551777



chr7: 47283653-47290258



chr7: 51591210-51598231



chr7: 51595127-51603727



chr7: 51742923-51751752



chr7: 53322982-53328678



chr7: 54380642-54388276



chr7: 70195944-70203118



chr7: 72270097-72275581



chr7: 81107235-81113960



chr7: 87864416-87869830



chr7: 89520116-89525708



chr7: 91032992-91042557



chr7: 92994313-93000853



chr7: 93326803-93332386



chr7: 96505363-96513731



chr7: 97396010-97402601



chr7: 101001018-101007033



chr7: 110181971-110188439



chr7: 111251272-111257116



chr7: 113652813-113659255



chr7: 115931547-115941121



chr7: 118332903-118391350



chr7: 118590992-118599039



chr7: 122856064-122861804



chr7: 126045909-126051433



chr7: 126271757-126278927



chr7: 126776235-126781390



chr7: 131774499-131780614



chr7: 146133751-148139658



chr7: 146366572-146371757



chr7: 151223180-151231642



chr7: 152574722-152580274



chr7: 154392156-154399657



chr7: 154448379-154455966



chr7: 155135570-155141554



chr7: 155138626-155143663



chr7: 156387081-156394378



chr7: 158496115-158504942



chr7: 159117388-159122697



chr8: 1835429-1840933



chr8: 2077972-2085486



chr8: 2129537-2134915



chr8: 2253695-2263666



chr8: 2316905-2323505



chr8: 3994899-4004472



chr8: 4953041-4962888



chr8: 8583122-8589371



chr8: 13599265-13609200



chr8: 14262187-14267720



chr8: 14501601-14506603



chr8: 14507036-14515214



chr8: 16201251-16207498



chr8: 17309962-17315589



chr8: 21329823-21337031



chr8: 23202200-23207249



chr8: 24145153-24151166



chr8: 25410668-25416618



chr8: 35195413-35201496



chr8: 36273816-36279095



chr8: 37390142-37395444



chr8: 40182784-40189967



chr8: 47062983-47068987



chr8: 47372645-47377775



chr8: 51031112-51038335



chr8: 54510310-54518345



chr8: 61218121-61227873



chr8: 63034999-63040375



chr8: 63215345-63225085



chr8: 64059438-64065076



chr8: 70858351-70864644



chr8: 78831591-78840271



chr8: 79180575-79187753



chr8: 80315841-80321840



chr8: 85260988-85269165



chr8: 87188259-87195171



chr8: 88522810-88529042



chr8: 94072142-94077206



chr8: 94237473-94243038



chr8: 96049101-96054739



chr8: 99017130-99025235



chr8: 102619280-102626751



chr8: 104906431-104912684



chr8: 109103048-109111256



chr8: 111494281-111500232



chr8: 114040471-114046513



chr8: 115633844-115643484



chr8: 120019379-120027798



chr8: 120153083-120161219



chr8: 125101681-125110686



chr8: 129756802-129766376



chr8: 130435196-130442658



chr8: 135059619-135068046



chr8: 135474056-135479979



chr8: 136621505-136627582



chr8: 145078505-145087086



chr8: 145686297-145692418



chr9: 11210749-11216089



chr9: 15815327-15822312



chr9: 17401160-17406972



chr9: 22486721-22496557



chr9: 22496557-22502830



chr9: 23910743-23916185



chr9: 24555934-24561311



chr9: 28840417-28847122



chr9: 29092325-29098033



chr9: 32628220-32636697



chr9: 71738126-71743370



chr9: 75804224-75810379



chr9: 76018466-76027596



chr9: 78004335-78011956



chr9: 79770402-79777393



chr9: 82028174-82033402



chr9: 99694600-99704486



chr9: 104714737-104724427



chr9: 106780537-106787406



chr9: 107361609-107369324



chr9: 112949066-112956816



chr9: 113024518-113029917



chr9: 117216616-117223475



chr9: 125313731-125319766



chr9: 128971072-128978470



chr9: 134260564-134265801



chr9: 135622520-135627582



chr9: 136128331-136133613



chr9: 136408800-136418510



chr9: 140735489-140740872



chr9: 140735695-140744147



chr9: 140974766-140982248



chr10: 6654432-6664201



chr10: 7627561-7633510



chr10: 11104432-11110983



chr10: 12528602-12533743



chr10: 12542527-12551342



chr10: 16284959-16291617



chr10: 17094457-17101612



chr10: 19177834-19186767



chr10: 20850573-20857449



chr10: 22609123-22617566



chr10: 23699287-23708458



chr10: 53203716-53212090



chr10: 54558282-54566467



chr10: 54783079-54788916



chr10: 54929338-54938105



chr10: 55318849-55328766



chr10: 64425664-64430909



chr10: 67306949-67315330



chr10: 67330860-67337297



chr10: 70612585-70622298



chr10: 78255613-78261009



chr10: 78457472-78464478



chr10: 80825979-80831421



chr10: 83883604-83889070



chr10: 84712311-84717625



chr10: 85547844-85552887



chr10: 87800959-87808419



chr10: 87952333-87959792



chr10: 90794988-90803055



chr10: 100334287-100339880



chr10: 102354737-102362123



chr10: 107057057-107062403



chr10: 110302904-110312792



chr10: 115207583-115216931



chr10: 126068891-126074429



chr10: 126188375-126196450



chr11: 397562-403191



chr11: 1263589-1272764



chr11: 3237378-3244077



chr11: 6114243-6122520



chr11: 9503476-9508855



chr11: 13105229-13114133



chr11: 13309693-13314781



chr11: 20844562-20849955



chr11: 22115220-22122929



chr11: 24443020-24452316



chr11: 24658410-24864318



chr11: 29007150-29012726



chr11: 33048624-33055726



chr11: 35536628-35541880



chr11: 36647350-36654814



chr11: 38457245-38463922



chr11: 42967960-42976150



chr11: 54694268-54702353



chr11: 54883977-54891951



chr11: 57755622-57761480



chr11: 57760689-57767758



chr11: 57851535-57856666



chr11: 61025460-61034934



chr11: 65266587-65273530



chr11: 65573764-65580076



chr11: 65933942-65939538



chr11: 66907429-66917095



chr11: 70074807-70083680



chr11: 76142373-76148527



chr11: 79390434-79395844



chr11: 81473113-81478397



chr11: 81856416-81864120



chr11: 83128488-83135939



chr11: 83532806-83538775



chr11: 93683253-93688561



chr11: 93695267-93702056



chr11: 96821926-96829326



chr11: 101888827-101894040



chr11: 104267656-104273258



chr11: 105293505-105298919



chr11: 112163598-112168627



chr11: 119950867-119956926



chr11: 120659070-120665253



chr11: 124070724-124077178



chr11: 125075432-125085341



chr11: 126961750-126966930



chr11: 131924234-131930336



chr11: 134032897-134037937



chr11: 134601923-134607643



chr11: 134742499-134748742



chr11: 134794930-134800366



chr12: 147109-155538



chr12: 377587-384807



chr12: 866732-874998



chr12: 6242393-6248034



chr12: 6255426-6260562



chr12: 15568294-15573592



chr12: 18385343-18393744



chr12: 22418956-22424245



chr12: 26108846-26114910



chr12: 29558508-29566219



chr12: 30014747-30022341



chr12: 30237233-30243568



chr12: 30290207-30296633



chr12: 30330755-30338534



chr12: 30395367-30404636



chr12: 33299311-33307468



chr12: 39477962-39483489



chr12: 44586517-44593277



chr12: 45903142-45909996



chr12: 57344349-57352033



chr12: 57374348-57379880



chr12: 64399479-64405306



chr12: 67295958-67301314



chr12: 67728435-67733753



chr12: 70872154-70878189



chr12: 72758024-72765117



chr12: 80153258-80162897



chr12: 80157028-80162112



chr12: 80894838-80902628



chr12: 82215508-82225307



chr12: 86426094-86433836



chr12: 86695700-86703035



chr12: 90890467-90899162



chr12: 98953705-98959633



chr12: 99793970-99802788



chr12: 103839074-103846962



chr12: 104279566-104287336



chr12: 108219833-108225072



chr12: 111137848-111146971



chr12: 113360314-113367311



chr12: 114632099-114637993



chr12: 127487761-127495171



chr12: 128338874-128343999



chr12: 131236017-131245086



chr13: 21893096-21899439



chr13: 23631624-23637308



chr13: 27303352-27308782



chr13: 32532622-32539038



chr13: 34135739-34144838



chr13: 35493907-35503836



chr13: 36631328-36640715



chr13: 43599429-43608401



chr13: 49438693-49447756



chr13: 51069346-51075130



chr13: 54234773-54240264



chr13: 54981601-54988098



chr13: 55652880-55659328



chr13: 56020039-56025268



chr13: 56159866-56166458



chr13: 58203393-58209019



chr13: 64935358-64943378



chr13: 70401982-70407255



chr13: 74954890-74962908



chr13: 80454929-80460045



chr13: 80681026-80686542



chr13: 83165945-83172152



chr13: 85275068-85282928



chr13: 85874740-85882354



chr13: 87410775-87418497



chr13: 87831334-87837066



chr13: 92386548-92392301



chr13: 92577389-92586920



chr13: 96919835-96926010



chr13: 103985308-103995158



chr13: 110433668-110440305



chr13: 114029077-114035564



chr13: 114029397-114037918



chr14: 22026513-22035999



chr14: 22050007-22058826



chr14: 23093541-23099284



chr14: 24476336-24484388



chr14: 28667417-28673167



chr14: 35114637-35122518



chr14: 38358854-38365766



chr14: 40609844-40617718



chr14: 42987466-42992914



chr14: 44714462-44721006



chr14: 45329279-45335096



chr14: 48303856-48309594



chr14: 54023454-54028723



chr14: 56454088-56460759



chr14: 61148678-61155015



chr14: 65014784-65020415



chr14: 65432340-65438052



chr14: 73998780-74004922



chr14: 74240149-74245681



chr14: 74977323-74983530



chr14: 79159520-79165627



chr14: 80108280-80114993



chr14: 80691137-80697781



chr14: 84434221-84440941



chr14: 85297015-85302251



chr14: 96527316-96535690



chr14: 99572867-99580532



chr14: 101771398-101778064



chr14: 102783858-102790554



chr15: 25472308-25477545



chr15: 26847642-26856072



chr15: 27403199-27409736



chr15: 27919080-27927994



chr15: 32509148-32517332



chr15: 39364074-39373276



chr15: 42403702-42409107



chr15: 42989012-42995070



chr15: 45154177-45159258



chr15: 46163170-46172592



chr15: 48260708-48266508



chr15: 52265256-52273371



chr15: 54490191-54496351



chr15: 54960675-54966858



chr15: 55129551-55137977



chr15: 56705729-56714821



chr15: 56789892-56799449



chr15: 65642378-65648928



chr15: 71708011-71714661



chr15: 85884428-85893236



chr15: 86340554-86349995



chr15: 94886423-94892329



chr15: 97261396-97269079



chr15: 97808048-97815360



chr15: 98798299-98803712



chr15: 100416735-100421995



chr16: 60072-69544



chr16: 222083-227514



chr16: 3492826-3498744



chr16: 4822530-4831608



chr16: 4898228-4905232



chr16: 5572058-5580264



chr16: 14499743-14505676



chr16: 16725497-16731694



chr16: 19001374-19009025



chr16: 19349712-19355571



chr16: 19406426-19413044



chr16: 20541999-20550237



chr16: 23933905-23942232



chr16: 24536735-24546255



chr16: 24540910-24546370



chr16: 26822964-26829675



chr16: 35245740-35251886



chr16: 47872598-47878432



chr16: 48073692-48084956



chr16: 58945790-58953073



chr16: 59549624-59556208



chr16: 62544371-62550663



chr16: 63216594-63223270



chr16: 68787573-68793936



chr16: 70650573-70660117



chr16: 76661549-76671182



chr16: 77749355-77754764



chr16: 78525165-78530718



chr16: 78972969-78978373



chr16: 80903661-80913633



chr16: 80976802-80983432



chr16: 81246128-81252840



chr16: 85437601-85446396



chr16: 88310313-88316278



chr16: 89066030-89075935



chr17: 16444-21699



chr17: 66139-71897



chr17: 3257497-3266821



chr17: 6871584-6877107



chr17: 10761664-10766716



chr17: 10890347-10895682



chr17: 11028232-11036510



chr17: 12380995-12387689



chr17: 15590147-15595367



chr17: 39384376-39390821



chr17: 39532301-39539624



chr17: 41436594-41442401



chr17: 41861227-41869555



chr17: 53545954-53553610



chr17: 54790683-54795690



chr17: 56207576-56213435



chr17: 61952233-61961185



chr17: 61992965-61999918



chr17: 65438392-65443542



chr17: 70789985-70795175



chr17: 70815169-70821126



chr17: 72499405-72508207



chr17: 75265634-75272576



chr17: 77049053-77056338



chr17: 77486001-77491672



chr17: 79456533-79462306



chr18: 4330259-4335790



chr18: 5927649-5934123



chr18: 5955923-5962557



chr18: 7108710-7113772



chr18: 15405391-15410866



chr18: 25974343-25981420



chr18: 30495710-30503537



chr18: 32759746-32767794



chr18: 34253176-34259839



chr18: 38259897-38266706



chr18: 41976689-41982037



chr18: 46997742-47005316



chr18: 61812963-61822771



chr18: 63200808-63207255



chr18: 63723667-63732675



chr18: 64959015-64967478



chr18: 66202370-66209628



chr18: 67208394-67217471



chr18: 70721315-70726820



chr18: 76793267-76799991



chr18: 77111264-77118922



chr19: 1465058-1470715



chr19: 2085035-2090634



chr19: 2952464-2961355



chr19: 3475233-3480366



chr19: 7754964-7763062



chr19: 9863461-9871586



chr19: 14695453-14704392



chr19: 16037624-16044884



chr19: 17443249-17450279



chr19: 19832965-19839599



chr19: 24459113-24464126



chr19: 27731835-27741199



chr19: 28360883-28367128



chr19: 28405267-28411010



chr19: 35140398-35148102



chr19: 35661185-35666238



chr19: 42547869-42553974



chr19: 43627757-43637403



chr19: 44913296-44920831



chr19: 44957502-44964253



chr19: 45588911-45595377



chr19: 45734893-45740384



chr19: 46622580-46628261



chr19: 46789635-46795752



chr19: 46957030-46963124



chr19: 48407011-48413051



chr19: 50554817-50561656



chr19: 50634803-50640327



chr19: 51106142-51111826



chr19: 53316544-53322605



chr19: 54419684-54429205



chr19: 54739497-54747869



chr19: 55282343-55287902



chr19: 55334160-55340144



chr19: 56713379-56722952



chr19: 56745506-56750701



chr19: 57202898-57211930



chr19: 58538016-58543046



chr19: 59050134-59055169



chr19: 59106282-59114781



chr20: 9317654-9324532



chr20: 11980855-11989333



chr20: 14272053-14278825



chr20: 15310943-15320723



chr20: 23168907-23176009



chr20: 36791314-36799811



chr20: 38641910-38647024



chr20: 39529999-39536976



chr20: 52285691-52292074



chr20: 52331839-52337078



chr20: 52474800-52484346



chr20: 58670192-58675763



chr20: 59474758-59483045



chr20: 60517815-60524291



chr20: 62949257-62958441



chr21: 14343414-14351683



chr21: 20836862-20844283



chr21: 22005639-22010665



chr21: 25258240-25263281



chr21: 25539237-25546833



chr21: 28195250-28201822



chr21: 28227783-28234286



chr21: 31639126-31644252



chr21: 38151275-38157727



chr21: 40981640-40987483



chr21: 41203032-41208686



chr21: 44699610-44706185



chr21: 45232877-45241349



chr21: 45254689-45264263



chr21: 45326239-45334057



chr22: 25956792-25965135



chr22: 29783258-29791250



chr22: 36943282-36949682



chr22: 37744420-37750160



chr22: 38956160-38964907



chr22: 39044664-39050505



chr22: 42523627-42531095



chr22: 50781725-50787037



chr22: 51117967-51125408



chrX: 3983026-3990952



chrX: 6340765-6348422



chrX: 8171057-8179543



chrX: 17273972-17280645



chrX: 17787639-17793339



chrX: 22036030-22041139



chrX: 26516250-26522559



chrX: 30301130-30309650



chrX: 37337724-37343977



chrX: 39964121-39969286



chrX: 43573124-43579834



chrX: 44299823-44305769



chrX: 62578258-62587129



chrX: 63871455-63881383



chrX: 66107886-66113066



chrX: 67123385-67130234



chrX: 79211451-79218632



chrX: 88455722-88463632



chrX: 90969623-90979064



chrX: 92796310-92801483



chrX: 101055334-101060870



chrX: 105523370-105531311



chrX: 108012036-108017924



chrX: 119057290-119065913



chrX: 137242328-137248001



chrX: 141315417-141320722



chrX: 143628694-143637970



chrX: 145891204-145897502



chrX: 146179898-146185881



chrX: 146359714-148369327



chrX: 146843715-146849068



chrX: 149082100-149087710



chrX: 150707124-150713261



chrX: 150722277-150731784



chrX: 151080438-151090155



chrX: 154790170-154797579



chrX: 155179516-155185223

















TABLE 5





Genomic regions covered by 500 bp oligonucleotide


spacing. Chromosome coordinates correspond


to the NA18507 human genome.

















chr1: 1567881-1683706



chr1: 4393668-4404190



chr1: 6476628-6521516



chr1: 8216828-8240818



chr1: 8671618-8685734



chr1: 14311609-14371586



chr1: 16346942-16390883



chr1: 16833086-16343681



chr1: 17175722-17195780



chr1: 17175722-17206132



chr1: 17175722-17281753



chr1: 17206162-17220630



chr1: 17229613-17280888



chr1: 17229920-17259337



chr1: 19599632-19614527



chr1: 22293885-22342339



chr1: 22320722-22340752



chr1: 25585225-25665195



chr1: 25610133-25646986



chr1: 25688611-25751772



chr1: 41346422-41380988



chr1: 44095567-44107276



chr1: 62437799-62452376



chr1: 64839620-64852107



chr1: 72786282-72811969



chr1: 85974018-86005661



chr1: 87580408-87614258



chr1: 88879477-88906799



chr1: 89798969-89812208



chr1: 95134798-95156000



chr1: 106104918-106122404



chr1: 106164403-106214528



chr1: 106307571-106317929



chr1: 108311070-108325460



chr1: 108760471-109097308



chr1: 108778622-108853925



chr1: 108914669-109000909



chr1: 110215012-110244931



chr1: 110216166-110259108



chr1: 111378562-111389136



chr1: 112692629-112704793



chr1: 112693290-113248263



chr1: 113246318-113350775



chr1: 113862952-114901117



chr1: 114919330-115547919



chr1: 115563302-116102691



chr1: 121350196-121485194



chr1: 121351637-121435549



chr1: 121406885-121426119



chr1: 121473109-121485194



chr1: 152185869-152196724



chr1: 152274215-152287539



chr1: 152555610-152590091



chr1: 152648867-152660425



chr1: 152760089-152771114



chr1: 153069195-153087963



chr1: 153671644-153695309



chr1: 155180489-155221243



chr1: 155227059-155262674



chr1: 158159222-158214160



chr1: 161409063-161442720



chr1: 161411989-161544650



chr1: 161479945-161646758



chr1: 166180432-166196987



chr1: 169059628-169621268



chr1: 169226853-169242132



chr1: 170625064-170641390



chr1: 171016086-171726961



chr1: 171128845-171414611



chr1: 171556291-171726822



chr1: 176590614-176613264



chr1: 178449098-178481285



chr1: 181147037-181213705



chr1: 188984277-189038124



chr1: 189705238-189780469



chr1: 191826563-191868462



chr1: 196710318-196825282



chr1: 196737356-196749660



chr1: 196821982-196880841



chr1: 196880054-196919270



chr1: 202337476-202401225



chr1: 202414924-202530388



chr1: 205894531-205922673



chr1: 207896481-207754886



chr1: 213131581-213156027



chr1: 221743956-221754422



chr1: 223626904-223642146



chr1: 224204343-224241314



chr1: 229817084-229829777



chr1: 230502053-230523061



chr1: 231431283-231444667



chr1: 234911945-234958266



chr1: 242954573-242984842



chr1: 243120334-243152955



chr1: 245057981-245196900



chr1: 245636794-245647974



chr1: 243604260-248635197



chr1: 248609916-248625792



chr1: 248729106-248743545



chr1: 248738015-248795518



chr1: 248865885-248876072



chr2: 1090699-1111412



chr2: 1141529-1154686



chr2: 1525712-1542066



chr2: 1730446-1749394



chr2: 4204794-4223770



chr2: 6298327-6308710



chr2: 13499731-13567350



chr2: 13579581-13598202



chr2: 24600228-24611405



chr2: 30615374-30627773



chr2: 33983236-33994164



chr2: 34695430-34736585



chr2: 35580770-35616409



chr2: 35976255-35997482



chr2: 36101229-36113833



chr2: 36121925-36134023



chr2: 37958078-38005884



chr2: 38871950-38882521



chr2: 38955877-38972830



chr2: 41238373-41250918



chr2: 43523379-43534540



chr2: 46967820-46978960



chr2: 47429316-47472670



chr2: 52749417-52785316



chr2: 53671457-53687640



chr2: 55323841-55336774



chr2: 55910848-55938746



chr2: 56720459-56748522



chr2: 60771820-60785782



chr2: 66185933-66197069



chr2: 73270284-73280427



chr2: 74579111-74608543



chr2: 75777740-75813043



chr2: 83235809-83864013



chr2: 98856422-98886491



chr2: 104393067-104406991



chr2: 106508989-106546685



chr2: 115390792-115402680



chr2: 133280684-133308806



chr2: 146882598-146877112



chr2: 155818973-155830150



chr2: 165828132-165857436



chr2: 167447880-167462030



chr2: 169135368-169146055



chr2: 178837784-178847855



chr2: 179518009-179528400



chr2: 180060110-180083212



chr2: 180066730-180081432



chr2: 185099581-185139440



chr2: 185246565-185264597



chr2: 189567840-189580339



chr2: 203295334-203312346



chr2: 205898770-206127984



chr2: 206272092-206525287



chr2: 206283097-206671319



chr2: 209233686-209247332



chr2: 227908538-227922128



chr2: 228241147-228258447



chr2: 230340156-230358409



chr2: 234648159-234659534



chr3: 313663-326550



chr3: 611991-663369



chr3: 3956893-4004684



chr3: 6219115-6240583



chr3: 13744272-13758036



chr3: 16579903-16657470



chr3: 16635713-16652881



chr3: 19535653-20638501



chr3: 22078044-22092344



chr3: 26425785-26439404



chr3: 27068441-27083380



chr3: 27637157-27655063



chr3: 28187000-28197678



chr3: 46794424-46851520



chr3: 49720751-49735851



chr3: 51344873-51415825



chr3: 53027067-53039086



chr3: 56607723-56621531



chr3: 60832980-60843228



chr3: 62664337-62695407



chr3: 65188921-65214735



chr3: 75985380-75998678



chr3: 78460435-78476012



chr3: 89394021-89418291



chr3: 114657752-114668329



chr3: 116098946-116109977



chr3: 128379304-128404004



chr3: 128404063-128414199



chr3: 131595148-131607666



chr3: 144281519-144292534



chr3: 145626322-145662143



chr3: 146071361-146085768



chr3: 151511489-151551000



chr3: 155479247-155512774



chr3: 159794041-159814966



chr3: 162129709-162143255



chr3: 162512139-162525707



chr3: 162512139-162626613



chr3: 164168079-164188485



chr3: 165040990-165083355



chr3: 165266793-165296640



chr3: 165427158-165469281



chr3: 167139852-167154907



chr3: 174847782-174858661



chr3: 175887928-175913730



chr3: 175894038-175945952



chr3: 178550206-178568168



chr3: 184766850-184786757



chr3: 186386577-186424582



chr3: 186407577-186420150



chr3: 186906378-186968680



chr3: 189364906-189391843



chr3: 192875347-192885399



chr3: 194384096-194400303



chr4: 7214065-7225591



chr4: 8622050-8638959



chr4: 10099819-10234566



chr4: 10136109-10153485



chr4: 10174154-10234566



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chr19: 55239710-55301831



chr19: 55245819-55257585



chr19: 55245819-55379001



chr19: 55301626-55334160



chr19: 55329252-55377048



chr19: 55354282-55379205



chr19: 56267485-56286338



chr19: 57988560-58003720



chr20: 12627634-12841804



chr20: 13233949-13336340



chr20: 13279946-13336560



chr20: 13283535-13447810



chr20: 14422471-14439945



chr20: 14771533-14939565



chr20: 16566460-16586787



chr20: 26298168-26319513



chr20: 29804062-29833443



chr20: 29814555-29832573



chr20: 51157759-51168996



chr20: 52464720-52486135



chr20: 52647106-52658080



chr20: 53426647-53443224



chr20: 54281438-54291996



chr20: 59113602-59124879



chr20: 59396497-59409726



chr20: 59567854-59590016



chr21: 10697941-10774701



chr21: 10766657-10861866



chr21: 14338455-14368624



chr21: 21610135-21620816



chr21: 21800414-21845326



chr21: 23303924-23318945



chr21: 23654928-23665979



chr21: 24175831-24211114



chr21: 24423325-24435206



chr21: 25446467-25467682



chr21: 37922877-37938746



chr21: 40918970-40965975



chr21: 44822523-44838545



chr21: 47293464-47303825



chr22: 25619034-25928990



chr22: 29783647-29794087



chr22: 30280400-30298271



chr22: 31461316-31474644



chr22: 35457951-35469677



chr22: 39355807-39392500



chr22: 39426703-39443920



chr22: 42517258-42541967



chr22: 42520935-42550520



chr22: 42527065-42541189



chr22: 42879261-42954881



chr22: 42897738-43005214



chr22: 42962616-42977833



chr22: 51067664-51078724



chrX: 2365874-2399200



chrX: 3734030-3856690



chrX: 3734575-3761060



chrX: 3739947-3799384



chrX: 3800585-3855985



chrX: 3839019-3857055



chrX: 8454001-8518025



chrX: 26810657-26821041



chrX: 27265919-27500092



chrX: 30806559-30325841



chrX: 34042986-34072685



chrX: 39949255-39969615



chrX: 43572184-43585716



chrX: 56655690-56672223



chrX: 56794101-56807918



chrX: 57600617-57618003



chrX: 57746379-57756613



chrX: 58505727-58526280



chrX: 58507310-58581854



chrX: 58558297-58581854



chrX: 61682187-61726512



chrX: 61682187-61769705



chrX: 61682187-61918208



chrX: 62346911-62385163



chrX: 63722947-63735218



chrX: 66103939-66138092



chrX: 78914283-78924581



chrX: 79160790-79180498



chrX: 80214189-80232301



chrX: 80748634-80780706



chrX: 81395939-81415502



chrX: 101055334-101067767



chrX: 103210756-103225013



chrX: 103258654-103305529



chrX: 119034815-119058340



chrX: 121304874-121316011



chrX: 125101270-125168874



chrX: 125177002-125226847



chrX: 125233398-125290643



chrX: 130230896-130274637



chrX: 140775845-140789431



chrX: 143160940-143295598



chrX: 148643925-148654642



chrX: 148877193-149031805



chrX: 148878343-148902155



chrX: 154299852-154445592



chrX: 154782659-154797504



chrX: 154790028-154803714



chrX: 154929773-154963593










Example 3
Pilot Study

The microarray chips of Example 2 were used to detect genomic regions that have undergone complex structural rearrangements predisposing subjects to Developmental Neurocognitive Disorders (DND) and Complex Autoimmune Disorders.


Four families afflicted with Autism Spectrum Disorder (ASD), two families afflicted with psoriasis (Ps) and one family afflicted with Ankylosing Spondylitis (AS) were studied.


Genomic DNA samples were obtained from the subjects. The samples were first cleaned using QIAamp DNA Micro kit (Qiagen Cat#56304, lot#433156339). Each sample was eluted in a final volume of 95 μl in the Buffer AE provided with the kit. Then each sample was submitted to Nanodrop absorbance measurements for quantitation and quality analysis. A 2% agarose 48 wells EGeI® (E-gel, Invitrogen#G800802) was done to control the quality of gDNA.


According to NanoDrop results, 1.5 μg of each sample (in duplicate) were prepared and also 1.5 μg of control associated to each sample (including duplicate). The sample labeling was done by adding Random Primer to the samples before denaturation and fragmentation in a thermal cycler (AB Applied Biosystems #GeneAmp PCR system 9700) at 95° C. for 10 minutes, 4° C. for 5 minutes then move on ice for 5 minutes incubation. The Labeling Master mix was added to each tube (Cy3 for sample and Cy5 for control). Samples were transferred to a thermal cycler for 2 hours at 37° C., 10 minutes at 65° C. and 4° C. holding. The samples were then moved to ice and cleaned using Amicon 30 kD filter unit.


The cleaning was done with 1×TE buffer from Promega (TE Buffer, 1×, Molecular Grade (pH 8.0), a buffer composed of 10 mM Tris-HCl containing 1 mM EDTA Na2, pH at 25° C. The final volumes obtained were around 21 μl. Each duplicate (sample and control) were combined and the volume adjusted to 161 μl. 1.5 μl of each sample (combined) were used to determine yield and specific activity using Nanodrop spectrophotometer with the function MicroArray Measurement for DNA-50.


After yield determination, each sample was mixed with its corresponding control for a total volume of (319 μl). The total mixture was split into 2 tubes for hybridization. The hybridization master mix was added to each tube. Sample tubes were transferred into incubator with 1.5 ml tube heat block (SciGene #1057-30-0, SciGene#1057-34-0) set at 95° C. for exactly 3 minutes and immediately transferred into a second block heater set at 37° C. for 30 minutes.


Removing sample from 37° C. two by two (duplicate), the duplicates were mixed and loaded on the corresponding array then placed into hybridization oven for the week-end (86 hours).


After hybridization, the arrays were removed from the oven 8 by 8 and washed with wash buffer 1, wash buffer 2, acetonitrile and stabilization & drying solution. Arrays were installed into slide holder and cover with ozone barrier. Immediately after, the arrays were scanned with Agilent Sure Scan C scanner with a resolution of 3 μm.


Detection of Previously Identified Genomic Aberrations

The custom microarray was able to detect previously reported pathogenic aberrations associated with Autism Spectrum Disorder (ASD).


A 700 kb deletion known to be associated with ASD was detected on chromosome 16p11,2. The detected aberration was de novo as it was only detected in the affected family member and not in unaffected parents or siblings.


Novel ASD Loci

DNA from 17 subjects representing four families was analyzed. Seven subjects with ASD and 10 controls were analyzed.


A. Complex Aberration with PGAP1 Gene


Both deletion and duplication events were detected within this region in three families. In each family, the complex aberration was detected in affected family members but not in unaffected family members.


The PGAP-1 gene aberration is located on chromosome 2 between nucleotides 197707345-197776074 (NA18507 human genome).


Without being bound by theory, PGAP1 (post-GPI attachment to proteins 1) catalyzes glycosylphosphatidylinositol (GPI) biosynthesis and PGAP1 may function as a novel component of the Wnt pathway during forebrain development [Zoltwicz et al, 2009]. In addition, knockout of PGAP1 in mice results in complete loss of GPI synthesis and disrupts neurodevelopment [UEDA et al. 2007]. This is the first report linking aberrations within PGAP1 with ASD.


B. Complex Aberration within C7orf58


Multiple deletions were detected within the C7orf58 gene in three families. In each family, the aberration was detected in affected family members but not in unaffected family members.


Without being bound by theory, while the specific function of c7orf58 is unknown, disruption of the c7orf58 gene has been previously reported in a single patient with mental retardation, anxiety disorder and ASD (Dauwerse et al., 2009).


C. Complex Aberration within LNX1 Gene


An aberration was observed within the LNX1 gene. A complex aberration pattern was observed involving two deletions within the same gene within multiple patients with autism spectrum disorders.


The LNX1 gene aberration is located on chromosome 4 between nucleotides 54436284-5433277 (NA18507 human genome).


Novel Ankylosing Spondylitis Loci

DNA from 10 members of a single family were analysed. The family pedigree included 5 members affected with ankylosing spondylitis (AS), 2 with systemic lupus and 1 with psoriasis.


A complex aberration (multiple duplications within and adjacent to UGT2B17 and UGT2B25 genes) were detected in all family members affected with AS but was not detected in unaffected family members. This aberration was also detected in one family member affected with systemic lupus.


The UGT2B17 gene aberration is located on chromosome 4 between nucleotides 69399539-69430016 (NA18507 human genome) and the UGT2B15 gene aberration is located on chromosome 4 between nucleotides 69518934-69530196 (NA18507 human genome).


The UGT2B17 gene encodes a key enzyme responsible for glucuronidation of androgens and their metabolites in humans. Without being bound by theory, changes in copy number within the UGT2B17 gene have been previously reported to be involved in bone formation, a characteristic of AS (Yang et al, Giroux et al).


Example 4
Atypical Micro-Duplications Located at 2q21.1-21.2 Co-Segregate with Tourette Syndrome in a Three Generation Family
Introduction

Tourette syndrome (TS) is a developmental neuropsychiatric disorder characterized by the presence of motor (simple and/or complex) and verbal tics with duration longer than one year [Pauls et al. 1991; Price et al. 1985; State 2011]. TS often manifests with features associated with obsessive compulsive disorder (OCD); attention deficit hyperactivity disorder (ADHD), poor impulse control and other behavioural abnormalities, the pathophysiology of which remain to be elucidated [Robertson 2012]. The prevalence of TS is between 0.3-1% in any given population [Centers for Disease Control and Prevention 2009; Robertson 2008; Robertson et al. 2009], and consistently affects males more than females [Robertson 2012]. Twin studies consistently show higher concordance rates in monozygotic compared with dizygotic twins [Pauls et al. 1991; Price et al. 1985; Walkup et al. 1988] suggestive of a strong genetic component underpinning disease pathogenesis. Although early segregation analyses suggested an autosomal dominant inheritance pattern [Eapen et al. 1993], recent evidence suggests a heterogeneous complex genetic architecture underpins the pathogenesis of TS [Eapen et al. 1993; Pauls and Leckman 1986; State 2010; State 2011].


Structural variations are a risk factor for neuropsychiatric diseases. Recent analysis of copy number variants (CNV) in TS have demonstrated an association with genes previously implicated in autism spectrum disorders (ASD) and other neuropsychiatric disorders [Fernandez et al. 2012; Lawson-Yuen et al. 2008]. A rare deletion of exons located 5′ in the neurexin 1 (NRXN1) gene was identified in two unrelated TS patients [Sundaram et al. 2010]. A second deletion in the α-T catenin (CTNNA3) gene was identified in two independent TS studies [Fernandez et al. 2012; Sundaram et al. 2010]. Interestingly, deletions encompassing both the NRXN1 and CTNNA3 genes have been reported in ASD and schizophrenia [Fernandez et al. 2012; Sundaram et al. 2010]. Another rare deletion comprising the NLGN4 gene (Le. exons 4, 5 and 6) has been previously reported in TS and ASD [Lawson-Yuen et al. 2008]. An insertion/translocation between chromosomes 2 and 7 was reported to disrupt the CNTNAP2 gene in a two generation pedigree with a father and two offspring affected with TS [Verkerk et al. 2003]. The identification of CNVs implicated in neuropsychiatric disorders complicates genotype-phenotype analysis. That no single CNV has been reported to segregate uniquely with TS in affected families provides a great opportunity to detect novel CNVs specific to TS through the study of multiplex families.


Clinical Reports

Family A.


The proband (FIG. 6; ID3000) presented at 9 years to a developmental pediatrician following a referral from a school counsellor and was diagnosed with TS. His three siblings were subsequently diagnosed at 6, 8 and 9 years respectively (FIG. 6; ID3001, ID3002, ID3003). The mother of these boys had anxiety, obsessive traits and vocal and motor tics since childhood, however was only diagnosed as having TS at 44 years. (Table 6). The father of the four affected boys has mild anxiety but no tics. The maternal grandfather has no diagnosis, but has manifested both verbal and motor tics through his lifespan according to family information, although these were not obvious during a recent psychiatric assessment. The maternal grandmother was diagnosed with bipolar disorder in her 70s and is treated effectively. She has no tics currently, nor any history of tics.


Proband 10003.


The proband presented at 12 years to a pediatric psychiatrist and was diagnosed with TS (Table 6). Extended family history is limited due to adoption.


Families B and C.


These families have no known extended history of TS or other co-morbidities.


Methods

TS Population.


Probands and families were ascertained through a prospective study of TS in Newfoundland and Labrador (NL), from the Department of Child and Adolescent Psychiatry and the Child Development Clinic in the Janeway Child Health Centre, the Provincial Children's Hospital. Extended family histories and in-depth clinical information were obtained. The study was approved by the Human Research Ethics Board (#07-71). To date, 28 probands have been recruited and eight multi-generational family histories completed. DNA samples were collected from all affected subjects, their parents and extended family members (in multipex pedigrees) following consent and completion of multiple rating scales. The primary focus of this study was a single multiplex pedigree (FIG. 6, Family A).


Control Population.


To assess the population frequency of the CNV detected using the custom aCGH microarray, 590 control samples were used from the NL population with no clinical report of TS and performed real time quantitative fluorescence polymerase chain reactions (QF-PCR). Custom Microarray. To assess the presence of CNVs on a genome-wide scale, a custom genome-wide microarray was designed based on breakpoints in regions that are susceptible to genomic rearrangements previously identified [Uddin et al. 2011]. The microarray comprised 2×1 million probes covering the genome with a mean spacing of 280 bp. DNA from the TS multiplex family was applied to the custom aCGH microarray which was performed at Genome Quebec (GQ) using an Agilent platform. Prior to CNV analysis, QC measures were applied and the derivative of the log ratio spread (DLRS) <0.25 was considered the threshold and CNVs were detected using the built-in Aberration Detection Method-2 (ADM-2) algorithm DNA Analytics v.4.0.85 (Agilent Technologies) using the following criteria: 1) at least five (5) probes for a CNV call on GC-corrected intensity; 2) nested filter was set to 2; and 3) log intensity >0.24 for duplications and <−0.24 for deletions. A custom script was applied to detect gene-enriched CNVs (i.e., overlaps or consists of a gene) that segregated (at least three cases) with affected status in the family.


QF-PCR.


To confirm the duplication detected using the custom 2M aCGH microarray, a Taqman copy number assay (Hs03417816; Life Technologies) was performed using the manufacturer's recommended protocol. The assay was performed in quadruplicate on 10 ng of genomic DNA for each sample in a 96-well plate. The 10 μl reaction mix consisted of 2 μl 2× Taqman Genotyping Master Mix (Life Technologies), 0.5 μl of 20× copy number assay (described above), 0.5 μl of TaqMan RNAse P Copy Number Reference Assay (Life Technologies, part 4403326), 2 μl of water and 2 μl of 5 ng/μl genomic DNA. Cycling conditions for the reaction were 95° C. for 10 min, followed by 40 cycles of 95° C. for 15 sec and 60° C. for 1 min. Samples were analyzed using the ViiA™ 7 Real-Time PCR System (Life Technologies) and analyzed using CopyCaller Software (Life Technologies, PN 4412907). Three reference (calibrator) DNA HapMap samples (NA10851, NA15510 and NA07048; Coriell Institute) plus one non-template control were included with the test samples.


Results

The custom high-density aCGH microarray yielded approximately 2000 genomic aberrations. Comprehensive data analysis revealed atypical, rare micro-duplications located at chromosome 2q21.1 which segregated with affected members in family A. Large de novo variants were not detected in affected family members (data not shown). Within a 221 kb (chr2:132305299-132526804) region, two common blocks of micro-duplications were identified that segregated together in five of the six affected individuals (FIG. 2), with a smaller region of overlap of block2 in the remaining affected individual (FIG. 1, ID3003). These duplication blocks are 38 kb (block1-chr2:132305299-132343808) and 131 kb (block2-chr2:132395155-132526804) in length, respectively (FIG. 7), separated by 51 kb. All affected family members had nearly identical breakpoints except the fourth affected sibling (ID3003) who had a partial 30 kb duplication within block2 (chr2:132480185-132510827), All affected family members carried a micro-duplication which encompassed the C2orf27A gene. Complex rearrangements were also detected in block2 for individuals ID1001 and ID2002 comprising small micro-deletions of 4.1 kb and 2.4 kb, respectively.


The presence of block2 among five of the six affected family members was validated using a QF-PCR assay which demonstrated a relative copy number of four within the affected siblings and mother whereas unaffected members had a copy number of two or three (data not shown). QF-PCR analysis was performed on two additional families and 10 unrelated individuals with TS. The block2 micro-duplication with a copy number of 4 was detected in one additional affected individual (ID10003), but absent in all other unrelated affected or unaffected samples tested. Of the 590 control individuals analyzed using QF-PCR, only CNV predictions calls on 443 samples had a 95% confidence interval. The frequency of a copy number of four was observed in 4/443 (0.009) individuals.


Discussion

The salient characteristics of TS segregate in subjects with the micro-duplications including multiple motor and vocal tics, and common co-morbidities including ADHD, OCD, major depression, anxiety, behavioural problems, and learning disability [Termine et al, 2006]. Migraine and sleep difficulties which have been reported in association with TS are also present in several affected family members [Abelson et al. 2005; Freeman et al. 2000; Kwak et al. 2003; Lespérance et al, 2004; Singer 2005]. Although TS segregates with the micro-duplications described, the morbidity of disease is variable. The proband (FIG. 6; ID3001) and his three siblings exhibit various features of TS, with the three oldest siblings manifesting the greatest phenotypic morbidity. The mother (ID2002) was diagnosed with TS at 44 y.o. Her past medical and school history however suggests that the TS diagnosis would have been made in childhood were she to present today as a child. However both the mother (ID2002) and the father (ID2001) function at a high level socially and occupationally. The maternal grandparents (ID1001 & ID1002) function well and have done so throughout life, with the maternal grandfather (ID1001) manifesting tics throughout his adult life. The youngest sibling (ID3003) who carries a partial 30 kb micro-duplication within block2 presents with a more benign phenotype compared with his older siblings. However, an unrelated TS proband (ID10003) also carries the same partial micro-duplication and has a phenotypic presentation similar to the older three siblings in family A, and the two common micro-duplication blocks are also present in the mother (ID2002) and maternal grandfather (ID1001), neither of whom present with the same burden of disease. Although TS has been considered a single clinical diagnosis, it is usually considered a ‘spectrum’, and evidence from factor analysis suggests that the disorder can be separated into symptom groupings with potentially different etiologies [Cavanna et al. 2011] further complicating genotype-phenotype correlation as illustrated by Family A.


A genomic region containing two micro-duplication blocks, the larger of which (131 kb) segregates with TS status in a three generation family has been identified. This micro-duplication encompasses the C2orf27A gene, which belongs to the C2orf27 gene family, and encodes an uncharacterized protein. Although the function of this gene is unknown, it was derived from a guanine nucleotide exchange factor protein [Toll-Riera et al. 2011]. Guanine nucleotide exchange factors are expressed in the basal ganglia [Kawasaki at al. 1998] which is associated with a variety of functions, including voluntary motor control, procedural learning relating to routine behaviors or “habits” such as eye movements, and cognitive functions [Albin at al. 1995]. Unlike previous reports of CNV associations with TS [Fernandez et al. 2012; Sundaram et al. 2010], these micro-duplications have not been reported with any other neuropsychiatric disorder and thus the candidate region is specific to TS. Interestingly, a larger region which encompasses the CNVs here detected in this study was previously identified as a locus through linkage analysis for dystonia in a four generation family [Norgren at al. 2011]. In that study, a critical 8.9 MB region correlated with the highest LOD score (FIG. 8). This critical region represents a hotspot for genomic aberrations correlating with multiple neuropsychiatric conditions.


Given that the micro-duplications identified in this study are atypical CNVs, the population frequency was determined. From the Newfoundland population, it was observed that the larger micro-duplication represents an atypical, rare genomic aberration. Previously published high-density (42 million probes) genomic tiling microarray data (Conrad et al., 2010) have revealed the presence of common micro-deletions interspersed within the micro-duplicated regions identified in this study. Very low frequency (0.01-0.07) typical duplications have been reported in the Database of Genomic Variants (DGV) within this region. The DGV demonstrated typical CNV gains with low frequencies and of the reported studies, no single individual carries two duplication blocks within this region. However, the breakpoints reported in the DGV have not been validated. These breakpoints are also absent within the large study that investigated 15,767 children with various types of intellectual disability [Cooper et al. 2011]. Thus, this unusual segregation of the two micro-duplication blocks within the TS family is a rare event and is highly correlated with TS pathogenesis.


These findings underline the impact of CNVs with respect to human health and genomic susceptibility to TS. The larger micro-duplication that segregates with the affected individuals of Family A encompasses the C2orf27A gene. The rare frequency of this micro-duplication within the control population shows a link between the 2q21.1-21.2 locus and TS pathogenesis.









TABLE 6







Clinical Features of Family A and Proband B.


















Presentation









Age
and



Co-
Other



Birth
TS
Developmental
IQ/Cognitive:


Morbiality:
Medical



Hx.
dx.
History
Profile
Tics
Treatmentβ
age of dx.
Problems


















3000
C
 9 y
Normal early
WISC (8 y):
Vocal and
Melatonin
ADHD
Allergic to



section

milestones.
FSIQ 73%, VIQ
motor tics
Risperidone
combined
dust mites 9 y.



Breech

Referred to
94%, PIQ 32%.
since 6 y.
Ritalin,
type 8 y
Mild asthma



Breast

Developmental
Overall high-
Increased tics
Concerta
OCD 9 y
12 y.



fed 10

Paediatrician
average IQ.
at 12 y. Worst
Strattera
Anxiety
Gynecomastia



months

(8 y) by
Large spilt
tics reduced
Prozac
9 y school
13 y. Chronic





School
between verbal
by 14 y.
Adderall
refusal
headache 13 y.





Guidance
and performance

Accutane
14 y.
Sleep disorder





Counsellor
IQ.


Addiction
14 y (difficulty





for possible
Psychoeducational


to gaming
falling asleep,





ADHD
assessment


19 y
waking early,






(15 y): written



snoring: sleep






output learning



study






disability.



negative).






WAIS IV (18 y):



Acne 16 y






FSIQ 61%;



Possible mood






VCI 70%; PRI



disorder,






86%; WMI 55%;



(very






PS; 6%



apathetic)






WIATII (18 y):



ongoing






spelling superior,



assessment






listening



with






comprehension



Psychiatrist






high average,



19 y.






other areas










average.






3001
C
 6 y
Normal early
WISC (8 y)
Vocal and
Melatonin
ADHD 7 y
Nocturnal



section

milestones.
FSIQ: 32%, VIQ
motor tics
Risperidone
Dyslexia
enuresis 6 y



Placental

Referred to
37%, PIQ: 77%,
since 6 y
Ritalin
(severe)
Sleep disorder



failure

Developmental
PS: 21%, WMI

Concerta
9 y
(? sleep



Breast

Paediatrician
18%. Overall

Strattera
Sensory
apnea) 8 y



fed 1

at 4 yrs for
average

Clonidine
integration
Acne 13 y



year

assessment of
WIATII (8 y)

Accutane
disorder






speech
composite score:


9 y






problems
extremely low


OCD 9 y






aggression
for reading and


Auditory






frustration
writing, low


processing






and fine
average for oral


disorder






motor skill
language and


14 y






delay.
borderline for









Possible
math.









ADHD/TS







3002
C
 8 y
Normal early
WISC (10 y):
Vocal and
Melatonin
ADHD 7 y
Trace



section

milestones.
Overall high-
motor tics
Concerta
OCD 9 y
tricuspid and



at 37

Referred to
average IQ.
since 6 y.
Strattera
Anxiety
pulmonic



weeks

developmental
FSIQ 87%; VCI
complex tics
Prozac
9 y
regurgitation



Breast

paediatrician
91%; PRI 91%;
at 8 y
Adderall

9 y



fed 8

at 5 y for
WMI 42%; PS

Paxil

Sleep



months

concerns
73%



disturbance 5 y





about fine
WIATII (10 y)









motor skills,
Spelling skills









speech
borderline,









development,
listening









hyperactivity
comprehension









poor impulse
average









control and










aggression.







3003
C
 9 y
Normal early
WISC (8 y):
Vocal and
Melatonin
OCD 6 y
Sleep



section

milestones.
FSIQ 34%; VCI
motor tics

Dyslexia
disturbance 7 y



at 37

Referred to
88% PRI 61%;
since 6 y

9 y
Sensory issues



weeks

developmental
WMI 9%; PS 9%


Anxiety
5 y



Breast

paediatrician
WIATII (8 y):


Fearful of




fed 8

at 5 y for
borderline word


school




months

aggressive
reading,


10 y






behaviour
numerical









and
operations









obsessions.
spelling and oral









Easily
expression









frustrated







2002
NVD
44 y
Normal early
Not done
Vocal and
Concerta
ADHD
Cervical





milestones

motor tics
Strattera
38 y
dysplasia 22 y







since

Self
Renal colic







childhood

manages
25 y









anxiety
Sensory issues









and OCD.
and










Migraine










headaches 31 y


1001
N/A
N/A
N/A
Not done
Vocal and

Has OCD
Atrial







motor tics*

traits*
Fibrillation







Easily


69 y







frustrated*


Basal cell










carcimoma










78 y










Colon Cancer










79 y










Abdominal










aortic










aneurysm 80 y


10003
NVD
12 y
Normal
Not done
Motor tics
Risperidonc
ADHD
tympanostomy





early

5 y

12 y
tubes 6 y





milestones

Vocal
Strattera
OCD
Systolic





Referred to

tics 10 y
Clonidine
13 y
heart





pediatrician

OCD
Seroquel
Anxiety
murmur 11 y





12 y. History

worsening 15
Prozac
NOS 17 y
Sleep





of

y, resolving
Celexa

problems





hyperactivity,

19 y
Haldol

(difficulty





ADHD,


Clonazepam

falling





short


Luvox

asleep) 13 y





attention




Equinus





span, anger




deformity of





issues, sleep




foot 14 y





problems





TS: Tourette Syndrome,


ADHD: Attention Deficit and Hyperactivity Disorder,


FSIQ: Full Scale Intelligent Quotient,


VIQ: Verbal Intelligent Quotient,


PIQ: Performance Intelligent Quotient,


VCI: Verbal Comprehension Index,


PRI: Perceptual Reasoning Index,


WNI: Working Memory Index,


PS: Processing Speed,


y: years,


NVD: normal vaginal delivery,


N/A: Not available


*Family information only



βIncludes all treatments from diagnosis to present day: not all currently prescibed.







REFERENCES



  • Bailey J A, Eichler E E (2006) Primate segmental duplications: crucibles of evolution, diversity and disease. Nat Rev Genet 7: 552-564.

  • Redon R, Ishikawa S, Fitch K R, Feuk L, Perry G H, el al. (2006) Global variation in copy number in the human genome. Nature 444: 444-454.

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Claims
  • 1. A microarray chip system comprising at least: 500, 750, 1000 or 1500 distinct oligonucleotide probes bound to a solid support, wherein each oligonucleotide probe comprises a nucleotide sequence complementary to a rearrangement indicator sequence region of a human genome, the rearrangement indicator sequence regions comprising a rearrangement indicator set that is indicative of risk, or occurrence, of genomic rearrangements.
  • 2. The system of claim 1, wherein each oligonucleotide probe hybridizes under medium or high stringency conditions to the corresponding complementary rearrangement indicator sequence region.
  • 3. The system of claim 1, wherein the oligonucleotide probes are complementary to genomic sequences not more than 100, 150, 280, 300 or 500 base pairs apart within a single rearrangement indicator sequence region.
  • 4. The system of claim 1, wherein the oligonucleotides probes are 30 to 100 base pairs in length, optionally 45 to 65 base pairs in length.
  • 5. The system of claim 1, wherein the oligonucleotides are complementary to at least 5, 10, 15 or 30 contiguous nucleotides of the rearrangement indicator sequence regions.
  • 6. The system of claim 1, wherein at least 5, 10 or 15 oligonucleotide probes comprise a nucleotide sequence complementary to a single rearrangement indicator sequence region.
  • 7. The system of claim 1, wherein the rearrangement indicator sequence regions comprise at least one rearrangement hotspot and optionally, the rearrangement hotspots are within segmental duplications.
  • 8. The system of claim 7, wherein the rearrangement hotspots are selected from the genomic regions listed in Table 1.
  • 9. The system of claim 1, wherein the rearrangement indicator sequence regions are selected from the genomic regions listed in Tables 2-5.
  • 10. The system of claim 1 wherein the solid support comprises at least one or two microarray chips and the oligonucleotide probes are arrayed on the at least one or two microarray chips.
  • 11. The use of the microarray system of claim 1 for detecting a genomic rearrangement or the risk of a genomic rearrangement, wherein the genomic rearrangement is optionally a copy number variant (CNV).
  • 12. The use of claim 11, wherein the genomic rearrangement indicates a genetic disease in a subject or the risk of a genetic disease in a subject.
  • 13. The use of claim 12, wherein the genetic disease is Autism Spectrum Disorder, Psoriasis or Ankylosing Spondylitis.
  • 14. The use of claim 12, wherein the genetic disease is Autism Spectrum Disorder and the genomic rearrangement is detected in the genes PGAP 1 or LNX1.
  • 15. The use of claim 12, wherein the genetic disease is Ankylosing Spondylitis and the genomic rearrangement is detected in the genes UGT2B17 or UGT2B15.
  • 16. A method of detecting genomic rearrangements in a subject comprising: a. labeling a DNA test sample from a subject with a first fluorophore;b. labeling a DNA reference sample with a second fluorophore;c. contacting the labeled samples with the microarray system of claim 1 and hybridizing the labeled samples to the oligonucleotide probes of claim 1; andd. identifying a genomic rearrangement, wherein a non-equal signal ratio between first fluorophore and the second fluorophore identifies a putative genomic rearrangement.
  • 17. The method of claim 16, wherein the labeled samples are hybridized to the oligonucleotide probes of claim 1 under medium or high stringency hybridization conditions.
  • 18. The method of claim 16, wherein a log 2 ratio of >0.25 or <−0.25 identifies a putative genomic rearrangement.
  • 19. The method of claim 16, wherein the genomic rearrangement indicates a genetic disease or the risk of a genetic disease.
  • 20. A method of constructing a microarray chip for detecting copy number variations comprising: a. identifying at least 500, 1000, 1500 rearrangement indicator sequence regions;b. designing oligonucleotide probes complementary to the rearrangement indicator sequence regions; andc. arraying the oligonucleotide probes on at least one microarray chip.
  • 21. A method of screening for, diagnosing and/or detecting an increased risk of developing Tourette Syndrome in a human subject comprising: a) obtaining a sample from the subject;b) assaying the sample for the presence of and detecting a Tourette Syndrome copy number variant in a Tourette Syndrome critical region thereby identifying the subject as having Tourette Syndrome or an increased risk of developing Tourette Syndrome, the assaying comprising hybridizing a probe and/or primer to the Tourette Syndrome copy number variant.
  • 22. The method of claim 21, wherein the Tourette Syndrome critical region is on chromosome 2, optionally located at 2q21.1-21.2.
  • 23. The method of claim 21, wherein the Tourette Syndrome copy number variant is a duplication or a deletion.
  • 24. The method of claim 23, wherein the duplication is a duplication of genomic sequence corresponding to: chr2:132305299-132343808, chr2:132395155-132526804 or chr2:132305299-132343808 human genome assembly 19 or a portion thereof.
  • 25. The method of claim 21, wherein detecting a Tourette Syndrome copy number variant with an increased copy number compared to a reference sequence identifies the subject as having Tourette Syndrome or an increased risk of developing Tourette Syndrome.
  • 26. The method of claim 21, wherein the subject is presymptomatic, has one or more clinical symptoms or clinical features associated with Tourette Syndrome, has been diagnosed with Tourette syndrome and/or has at least one blood relation with Tourette Syndrome.
  • 27. An isolated nucleic acid, wherein the nucleic acid hybridizes to: a. a Tourette Syndrome copy number variant or a portion thereof;b. a nucleic acid sequence complementary to a); and/orc. a nucleic acid sequence corresponding to a).
  • 28. The isolated nucleic acid of claim 27, wherein the Tourette Syndrome copy number variant comprises genomic sequence corresponding to chr2:132395155-132526804, chr2:132305299-132343808 or chr2:132480185-132510827 of human genome assembly 19 or a portion thereof.
  • 29. The isolated nucleic acid of claim 27, wherein the isolated nucleic acid is a primer.
  • 30. A kit for screening for, diagnosing or detecting an increased risk of developing Tourette Syndrome comprising: a. a Tourette Syndrome copy number variant detection agent comprising an isolated nucleic acid of claim 27; andb. instructions for use or a container for holding the detection agent of (a).
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims benefit under 35 U.S.C. 119(e) to U.S. provisional application No. 61/579,214, filed Dec. 22, 2011, incorporated herein by reference in its entirety.

Provisional Applications (1)
Number Date Country
61579214 Dec 2011 US