EFFICIENT, SCALABLE PRODUCTION OF HUMAN RETINAL PROGENITORS IN VITRO

Information

  • Patent Application
  • 20200362301
  • Publication Number
    20200362301
  • Date Filed
    May 18, 2020
    4 years ago
  • Date Published
    November 19, 2020
    3 years ago
Abstract
Provided herein are efficient, scalable methods for in vitro production of human retinal progenitor cells. In addition, provided herein are methods for isolating pure populations of in vitro produced human retinal progenitor cells as well as kits and compositions comprising such pure populations of human retinal progenitor cells.
Description
SEQUENCE LISTING

This application is being filed electronically via EFS-Web and includes an electronically submitted Sequence Listing in .txt format. The .txt file contains a sequence listing entitled “960296-04030_ST25.txt” created on May 16, 2020 and is 870 bytes in size. The Sequence Listing contained in this .txt file is part of the specification and is hereby incorporated by reference herein in its entirety.


BACKGROUND

Retinal diseases, especially those caused by degeneration of photoreceptor cells, affect a large population worldwide. Studies on the disease process are limited by the available animal models which often do not reflect the nature of the disease in human patients. Consequently, current treatments focus primarily on alleviating symptoms through pharmacological and surgical interventions.


Human pluripotent stem cells, including induced pluripotent stem cells (iPSCs) from patients with retinal diseases and those genetically modified to carry retinal diseases, offer a cellular model for investigating the retinal disease process and a source for regenerative therapy. The key step is to generate highly enriched, bona fide retinal cells. However, current methods produce a mixture of cells that contain a small population of retinal cells (<30%) and a much larger population of neural cells and often require manual selection of retinal progenitors based on morphological criteria. This hinders large-scale, standardized production of retinal cells from human stem cells for disease modeling, drug development, and cell therapies. Accordingly, there remains a need in the art for large-scale, standardized production of retinal cells from hPSCs and neural stem cells (NSCs, also known as neuroepithelial cells) for disease modeling, drug development, and cell therapy-based treatment options that regenerate the lost photoreceptors.


SUMMARY OF THE DISCLOSURE

In a first aspect, provided herein is a method of producing a substantially pure population of human retinal progenitor cells. The method can comprise or, in some cases, consist essentially of the steps of: (a) culturing human pluripotent stem cells (hPSCs) in suspension culture for about 6 days in a neural induction medium whereby embryoid bodies are formed, wherein the neural induction medium is supplemented with N2 supplement and Non-Essential Amino Acid (NEAA) cell culture supplement beginning on culturing day 3; (b) dissociating the embryoid bodies formed in step (a) into a single cell suspension; (c) culturing the single cell suspension as an adherent monolayer for about 15 to about 22 days in a retinal differentiation medium, whereby a substantially pure population comprising human retinal progenitor cells is obtained. The method can further comprise sorting the cell population of (c) to isolate Pax6D-expressing human retinal progenitor cells from non-Pax6D-expressing cells. The Pax6D-expressing human retinal progenitor cells can be selected and sorted based on expression of a Pax6D-reporter construct. The neural induction medium can be a chemically defined medium comprising DMEM/F-12. The neural induction medium can be E8 medium. The retinal differentiation medium can be a chemically defined medium comprising DMEM/F-12, B27 supplement, and NEAA cell culture supplement. The method can further comprise introducing into the hPSCs an agent that reduces expression of WNT8B and increases expression of retinal progenitor-specific genes. The agent can be a WNT8B short hairpin interfering RNA (shRNA).


In another aspect, provided herein is a substantially pure population of human retinal progenitor cells comprising an exogenous nucleotide sequence encoding a detectable reporter operably linked to a nucleotide sequence encoding human pax6D.


In another aspect, provided herein is a method of testing a compound. The method can comprise or, in some cases, consist essentially of contacting a test compound to the human retinal progenitor cells obtained according to methods of this disclosure and examining the effect of the compound on the cells.


In another aspect, provided herein is a substantially pure population of human retinal progenitor cells obtained according to a method of this disclosure.


In a further aspect, provided herein is a kit for differentiating human pluripotent stem cells into human retinal progenitor cells. The kit can comprise or, in some cases, consist essentially of one or more of (i) a neural induction medium; (ii) a retinal differentiation medium; (iii) a PAX6D reporter construct; (iv) reagents for genetic modification of cells to achieve inducible expression of Pax6D; (v) an agent that reduces expression of WNT8B; and (vi) instructions describing a method for generating substantially pure populations of human retinal progenitor cells, the method employing one or more of the culture medium, the PAX6D reporter construct, the genetic modification reagents, and the agent. The agent can be a WNT8B short hairpin interfering RNA (shRNA). The retinal differentiation medium can be chemically defined medium comprising DMEM/F-12, B27 supplement, and NEAA cell culture supplement. The neural induction medium can be E8 medium.


These and other features, objects, and advantages of the present invention will become better understood from the description that follows. In the description, reference is made to the accompanying drawings, which form a part hereof and in which there is shown by way of illustration, not limitation, embodiments of the invention. The description of preferred embodiments is not intended to limit the invention to cover all modifications, equivalents and alternatives. Reference should therefore be made to the claims recited herein for interpreting the scope of the invention.


INCORPORATION BY REFERENCE

All publications, patents, and patent applications mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication, patent, and patent application was specifically and individually indicated to be incorporated by reference.





BRIEF DESCRIPTION OF THE DRAWINGS

This patent or application file contains at least one drawing executed in color. Copies of this patent or patent application publication with color drawing(s) will be provided by the Office upon request and payment of the necessary fee.


The present invention will be better understood and features, aspects and advantages other than those set forth above will become apparent when consideration is given to the following detailed description thereof. Such detailed description makes reference to the following drawings, wherein:



FIG. 1 is a schematic illustration of a protocol for directed differentiation of retinal progenitor cells.



FIGS. 2A-2C demonstrate expression of PAX6 isoforms in forebrain and retinal development. Panel (A) provides a schematic diagram of the PAX6 isoforms in human. Panel (B) demonstrates Western blot detection of PAX6 isoforms in human fetal forebrain and retina. The antibody used targets the C terminus of PAX6 and can detect all the 3 isoforms at different molecular weight. The green arrow indicates the PAX6A&B isoforms. The red arrow indicates the PAX6D isoform. Panel (C) demonstrates Western blot detection of PAX6 isoforms in cells during forebrain and retina differentiation from hESCs. D10 indicates day 10 of differentiation.



FIGS. 3A-3E demonstrate effects of PAX6 knockout on retinal differentiation. Panel (A) provides a schematic strategy for generating PAX6 knockout in hESCs. The exon 8 is shared by all the isoforms and was replaced by the PGK-Puromycin element. The primers indicated in the pane are used to detect the gene knockout. Panel (B) demonstrates qPCR quantification of PAX6 expression in Wildtype and PAX6 KO during retinal differentiation. All the data are presented as mean SD in figures. “*” indicates the p value is less than 0.05. “**” indicates the p value is less than 0.01. “***” indicates the p value is less than 0.001. Panel (C) demonstrates Western blot detection of PAX6 in Wildtype and PAX6 KO cells at day 20 of retinal differentiation. (D) Immunostaining of PAX6 in Wildtype and PAX6 KO cells reveals that C′-PAX6 antibody detects PAX6A, B and D, while N′-PAX6 antibody detects PAX6 A and B but not D. Scale bars indicate 50 μm. Panel (E) demonstrates qPCR quantification of retinal related genes in Wildtype and PAX6 KO cells. Samples were collected at day 6, 10, 14 and 19 after the start of differentiation.



FIGS. 4A-4J demonstrate generation of PAX6 isoform specific knockouts and their effects on retinal differentiation. (A) Schematic diagram for generating PAX6D knockout (PAX6D KO). The exon α was replaced by PGK-Puromycin. Primers indicated in this panel are used to detect the PAX6D KO. (B) qPCR verification of PAX6D KO efficiency. PAX6A&B and PAX6D isoforms were also evaluated by qPCR with isoform specific primers. (C) Western blot detection of PAX6 isoforms in wildtype and PAX6D KO cells. (D) qPCR quantification of retinal gene VSX2 in PAX6D KO cells. (E) qPCR quantification of retinal gene SIX6 in PAX6D KO cells. (F) Immunostaining of VSX2 in wildtype and PAX6D KO cells. Scale bar indicates 100 μm. (G) GO analysis of differentially expressed genes in PAX6 KO cells. Up-regulated genes and down-regulated genes are analyzed separately. The biological processes are ranked by p-value. Only top 15 terms were shown. (H) GO analysis of differentially expressed genes in PAX6D KO cells. Up-regulated genes and down-regulated genes are analyzed separately. The biological processes are ranked by p-value. Only the top 15 terms were shown. (I) Venn diagram shows the overlap of differentially regulated genes in PAX6 KO and PAX6D KO cells. The numbers indicate the number of genes in each area. (J) GO analysis of biological process for overlap genes in panel I. The numbers in the cycle are the ratio of genes. The GO terms are ranked by p-value in the clockwise direction.



FIGS. 5A-5E demonstrate that PAX6A&B and PAX6D play different roles in retina differentiation. (A) Immunostaining of SOX1 and SOX2 in human fetal forebrain and retinal tissues. Scale bars indicate 50 μm. (B) Flow cytometry analysis of day 7 cell cultures under retinal differentiation from wildtype, PAX6 KO, and PAX6D KO cell lines. (C) Flow cytometry analysis of day 20 cell cultures under retinal differentiation from wildtype, PAX6 KO, and PAX6D KO cell lines. (D) Quantification of SOX1/SOX2+ ratio in panel C. (E) SOX1 mRNA level in wildtype, PAX6 KO, and PAX6D KO cell at day 20 of retinal differentiation.



FIGS. 6A-6F demonstrate effects of PAX6A&B and PAX6D on RPC differentiation. (A) Schematic diagram for generating PAX6A (PAX6A TetOn in PAX6KO) and PAX6D (PAX6D TetOn in PAX6 KO) inducible cell lines in PAX6 KO hESCs. With this design, PAX6A or PAX6D is induced separately with the doxycycline (DOX) treatment. (B) qPCR quantification of PAX6A and PAX6D gene expression under the treatment of DOX. (C) Western blot analysis of PAX6A and PAX6D protein expression under the treatment of DOX. (D) qPCR quantification of SOX1 gene expression in the PAX6A TetOn and PAX6D TetOn cells. (E) Expression of retinal marker expression in PAX6D TetOn cells without DOX treatment. (F) Cell population composition analysis with SOX1 and SOX2 staining from flow cytometry. SOX1/SOX2 double positive cells represent the neuroepithelial fate while the SOX1 negative and SOX2 positive cells represent the neuroretinal fate.



FIGS. 7A-7D demonstrate identification of PAX6D targets by ChIP-seq. (A) Experimental design for the ChIP samples. PAX6A TetOn and PAX6D TetOn cells were differentiated towards the retinal lineage. At day 6 the cells were treated with DOX to turn on PAX6A or PAX6D expression. After 3 days of treatment, the cells were collected at day 10 and used for ChIP experiment. (B) The fragment enrichment evaluated by SES plot. (C) GO analysis of the PAX6A targets and PAX6D targets identified by ChIP-Seq. PAX6A only, PAX6A and PAX6D shared, and PAX6D only targets are analyzed separately. (D) Verification of PAX6D target genes using PAX6D TetOn cells. Two sets of genes (neural and retinal) are directly regulated by PAX6D in opposite directions.



FIGS. 8A-8E demonstrate retinal specification regulated by PAX6D is WNT dependent. (A) qPCR quantification of WNT8B in PAX6D KO cells at multiple time points during retinal differentiation. (B) qPCR quantification of retinal gene expression under the effect of WNT agonist CHIR99021 and WNT antagonist IWR1 on retinal differentiation. (C) qPCR quantification of retinal gene expression in PAX6D KO cells treated with WNT antagonist IWR1 to rescue the retinal differentiation. (D) qPCR quantification of retinal gene expression in PAX6D TetOn cells when PAX6D was induced by DOX in the presence of WNT agonist CHIR99021. (E) A model describing the role of a unique function for PAX6D isoform in regulating retinal specification. Data demonstrate that the choice between retinal versus forebrain fate is controlled by PAX6D via regulation of a set of neural and retinal genes.



FIGS. 9A-9F present schematic diagrams of (A) primer design for PAX6 isoforms, (B) a human forebrain differentiation protocol from hPSC, and (C) a human retinal differentiation protocol from hPSC. Also demonstrated are (D) overall PAX6 gene expression during human forebrain and retinal differentiation, (E) PAX6A&B isoform expression during human forebrain and retinal differentiation, an (F) PAX6D isoform expression during human forebrain and retinal differentiation. All the data are presented as mean SD.



FIGS. 10A-10C demonstrate (A) PCR genotyping of PAX6 KO candidate colonies after puromycin screening, (B) flow cytometry analysis of PAX6 expression in day 6 retinal differentiation cells from wildtype and PAX6 KO cells, and (C) immunostaining of VSX2 and PAX6 in differentiating retinal cells from wildtype and PAX6 KO.



FIGS. 11A-11B demonstrate (A) PCR genotyping of PAX6D KO candidate colonies after puromycin screening, and (B) a Venn diagram showing the overlap of differentially regulated genes in PAX6 KO and PAX6D KO cells. 290 genes showed only in PAX6 KO/wildtype group were further analyzed by gene ontology enrichment. The GO terms were ranked by p-value in the clockwise direction.



FIG. 12 demonstrates immunostaining of SOX1 and PAX6 in human fetal retinal and forebrain tissue. Scale bars indicate 50 m.



FIG. 13A demonstrates immunostaining of SOX1 and PAX6 in retinal differentiating cells from PAX6A TetOn and PAX6D TetOn cell lines without DOX. Scale bars indicate 100 m.



FIG. 13B demonstrates (B) Immunostaining of SOX2 and PAX6 in retinal differentiating cells from PAX6A TetOn and PAX6D TetOn cell lines without DOX. Scale bars indicate 100 m.



FIG. 14 is a schematic illustrating construction of a PAX6D reporter line. PAX6D transcription is controlled by promoter alpha which contains the intron after exon4, exon α and exon 5. PAX6D translation starts at exon 7. PAX6D coding sequence is replaced by tdTomato coding sequence, and the resulting construct is inserted in the AAVS1 site of the genome. tdTomato will be expressed in cells in which Pax6D is expressed.



FIGS. 15A-15B demonstrate the effects on generation of retinal cells of repressing WNT8B expression in human pluripotent stem cells.





DETAILED DESCRIPTION

The methods and compositions provided herein are based at least in part on the inventors' development of efficient, scalable methods for generating highly enriched retinal progenitor cells (RPC) from human pluripotent stem cells (hPSCs). In particular, the inventors identified a PAX6 isoform, PAX6D, as being necessary and sufficient to guide differentiation of neural stem cells to produce RPCs. The inventors further uncovered the molecular pathways that are targeted by PAX6D. Existing methods for generating retinal progenitor cells (RPCs) is to induce human stem cells to neural stem cells (NSCs or neuroepithelia) first and then guide NSCs to RPCs. Because of the lack of knowledge and tool to turn NSCs to RPCs, the methods produce a mixture of cells that contain a small population of retinal cells and a much larger population of neural cells. It often requires manual selection of RPCs based on morphological criteria such as “optic cup-like” appearance. Even so, cell populations obtained by these conventional differentiation methods comprise less than 30% RPCs. In comparison, the methods and compositions of this disclosure are advantageous over conventional RPC differentiation methods. In particular, the methods and compositions described herein enable large-scale, standardized production of human retinal cells from hPSCs and neural stem cells for disease modeling, drug development, and cell therapies.


I. Definitions

Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the invention pertains. Although any methods and materials similar to or equivalent to those described herein can be used in the practice or testing of the present invention, the preferred methods and materials are described herein.


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


As used herein, the term “pluripotent stem cell” (hPSC) means a cell capable of continued self-renewal and of capable, under appropriate conditions, of differentiating into cells of all three germ layers. hPSCs exhibit a gene expression profile that includes SOX2+ and OCT4+. Examples of human PSCs (hPSCs) include human embryonic stem cells (hESCs) and human induced pluripotent stem cells (hiPSCs). As used herein, “iPS cells” or “iPSCs” refer to cells that are substantially genetically identical to their respective differentiated somatic cell of origin and display characteristics similar to higher potency cells, such as ES cells, as described herein. The cells can be obtained by reprogramming non-pluripotent (e.g., multipotent or somatic) cells.


The terms “polypeptide,” “peptide” and “protein” are used interchangeably herein to refer to a polymer of amino acid residues. The terms apply to amino acid polymers in which one or more amino acid residue is an artificial chemical mimetic of a corresponding naturally occurring amino acid, as well as to naturally occurring amino acid polymers, those containing modified residues, and non-naturally occurring amino acid polymer.


The term “chemically defined culture medium” or “chemically defined medium,” as used herein, means that the molecular identity, chemical structure, and quantity of each medium ingredient is definitively known. The term “ingredient,” as used herein, refers to a component the molecular identity and quantity of which is known. In some cases, a chemically defined medium is made xeno-free, and incorporate human proteins, which can be produced using recombinant technology or derived from placenta or other human tissues in lieu of animal-derived proteins. In some embodiments, all proteins added to the medium are recombinant proteins.


As used herein, “a medium consisting essentially of” means a medium that contains the specified ingredients and those that do not materially affect its basic characteristics.


“Supplemented,” as used herein, refers to a composition, e.g., a medium comprising a supplemented component (e.g., B27, N2). For example a medium “further supplemented” with B27 or N2 supplement, refers to the medium comprising B27 or N2 supplement, and not to the act of introducing the B27 or N2 supplement to the medium.


The terms “purified” or “enriched” cell populations are used interchangeably herein, and refer to cell populations, in vitro or ex vivo, that contain a higher proportion of a specified cell type or cells having a specified characteristic than are found in vivo (e.g., in a tissue).


As used herein, “serum-free” means that a medium does not contain serum or serum replacement, or that it contains essentially no serum or serum replacement. For example, an essentially serum-free medium can contain less than about 1%, 0.9%, 0.8%, 0.7%, 0.6%, 0.5%, 0.4%, 0.3%, 0.2% or 0.1% serum, wherein the culturing capacity of the medium is still observed.


II. Methods

Accordingly, in a first aspect, this disclosure provides in vitro methods for efficiently and robustly producing retinal progenitor cells (RPCs), preferably RPCs suitable for use in drug screening applications and for regenerative cell therapies. The methods enable scalable, industrial production of enriched or purified human RPCs.


In certain embodiments, an in vitro method of producing human RPCs comprises or consists essentially of the following steps: (a) culturing human pluripotent stem cells (hPSCs) for about 6 days in a neural differentiation medium whereby embryoid bodies are formed, wherein the neural differentiation medium is supplemented with N-2 supplement and Non-Essential Amino Acid (NEAA) cell culture supplement beginning on culturing day 3; (b) dissociating the embryoid bodies formed in step (a) into a single cell suspension; and (c) culturing the single cell suspension in an adherent monolayer for between 15 days and 22 days in a retinal differentiation medium, whereby a cell population comprising human retinal progenitor cells is obtained.


As used herein the term “embryoid bodies” (EBs) refers to three-dimensional multicellular aggregates of differentiated and undifferentiated cells derivatives of three embryonic germ layers. EBs can be obtained by any suitable method. In some cases, human pluripotent cells are cultured under conditions that promote the formation of stem cell aggregates and spontaneous formation of EBs, which contain a mixture of undifferentiated and differentiated cell types of the three primary germ layers. In some cases, hPSCs are cultured in low adhesion tissue culture dishes or in liquid suspension culture to promote aggregate formation. As used herein, the term “suspension culture” refers the low adhesion or liquid suspension culture conditions under which pluripotent stem cells are cultured to promote aggregation of the pluripotent stem cells and spontaneous formation of EBs from the aggregates.


Upon formation, EBs are gradually transitioned from a chemically defined basal culture medium (e.g., E8 medium) to a neural induction medium (NIM) that comprises or consists essentially of DMEM/F12 (1:1), 1% N2 supplement, and 1× Non-Essential Amino Acid (NEAA) supplement, by replacing the chemically defined basal culture medium with a 3:1 ratio of E8 medium to NIM on retinal differentiation day 1, a ratio of 1:1 on day 2, and 100% NIM on day 3. EBs are cultured in NIM for another 4 days. On retinal differentiation day 7, EBs were seeded onto plates with NIM containing 5% fetal bovine serum (FBS). The medium was changed to serum-free NIM one day later, and the EBs were fed with fresh NIM every other day. On differentiation day 16, NIM was removed and replaced with retinal differentiation medium (RDM) that comprises or consists essentially of DMEM/F12 (3:1) supplemented with 2% B27 supplement (without vitamin A) and 1×NEAA, with daily medium changes. On day 20 (after about 4 days of culture in RDM), cells were treated with trypsinLE to detach the cells and to obtain a single cell suspension.


In some cases, the neural induction medium is a chemically defined medium. “Neural induction medium,” as used herein, refers to a medium capable of promoting and supporting differentiation of human pluripotent stem cells towards a neural lineage, e.g., towards neuroectoderm and neuroepithelium. A neural induction base medium can include, but is not limited to E6 medium, as described herein and in U.S. Patent Publication No. 2014/0134732. Preferably, the chemically defined medium comprises DMEM/F-12. In some cases, the neural induction medium is E8 medium. As used herein, the terms “E8 culture medium” and “E8” are used interchangeably and refer to a chemically defined culture medium comprising or consisting essentially of DF3S supplemented by the addition of insulin (20 μg/mL), transferrin (10.67 ng/mL), human FGF2 (100 ng/mL), and human TGFβ1 (Transforming Growth Factor Beta 1) (1.75 ng/mL). The medium can be prepared based on the formula in previous publication (Chen et al., (2011) Nature Methods. 8(4), 424-429). As an alternative, the medium is also available from Thermal Fisher/Life Technologies Inc. as Essential 8, or from Stem Cell Technologies as TeSR-E8.


As used herein, the term “N2 Supplement” (also known as N-2 Supplement) refers to a chemically-defined, serum-free nutritional supplement. In some cases, N2 supplement is added to a basal culture medium such as DMEM. As used herein, the term “B27 Supplement” refers to a serum-free nutritional supplement that promotes long term survival of in vitro cultured neurons. N2 supplement and B27 supplement are available from various commercial vendors such as ThermoFisher.


As used herein, “pluripotent stem cells” appropriate for use according to a method of the invention are cells having the capacity to differentiate into cells of all three germ layers. Suitable pluripotent cells for use herein include human embryonic stem cells (hESCs) and human induced pluripotent stem (iPS) cells. As used herein, “embryonic stem cells” or “ESCs” mean a pluripotent cell or population of pluripotent cells derived from an inner cell mass of a blastocyst. See Thomson et al., Science 282:1145-1147 (1998). These cells express Oct-4, SSEA-3, SSEA-4, TRA-1-60 and TRA-1-81, and appear as compact colonies having a high nucleus to cytoplasm ratio and prominent nucleolus. ESCs are commercially available from sources such as WiCell Research Institute (Madison, Wis.). As used herein, “induced pluripotent stem cells” or “iPS cells” mean a pluripotent cell or population of pluripotent cells that may vary with respect to their differentiated somatic cell of origin, that may vary with respect to a specific set of potency-determining factors and that may vary with respect to culture conditions used to isolate them, but nonetheless are substantially genetically identical to their respective differentiated somatic cell of origin and display characteristics similar to higher potency cells, such as ESCs, as described herein. See, e.g., Yu et al., Science 318:1917-1920 (2007).


Induced pluripotent stem cells exhibit morphological properties (e.g., round shape, large nucleoli and scant cytoplasm) and growth properties (e.g., doubling time of about seventeen to eighteen hours) akin to ESCs. In addition, iPS cells express pluripotent cell-specific markers (e.g., Oct-4, SSEA-3, SSEA-4, Tra-1-60 or Tra-1-81, but not SSEA-1). Induced pluripotent stem cells, however, are not immediately derived from embryos. As used herein, “not immediately derived from embryos” means that the starting cell type for producing iPS cells is a non-pluripotent cell, such as a multipotent cell or terminally differentiated cell, such as somatic cells obtained from a post-natal individual.


Subject-specific somatic cells for reprogramming into induced pluripotent stem cells can be obtained or isolated from a target tissue of interest by biopsy or other tissue sampling methods. In some cases, subject-specific cells are manipulated in vitro prior to use in a three-dimensional tissue construct of the invention. For example, subject-specific cells can be expanded, differentiated, genetically modified, contacted to polypeptides, nucleic acids, or other factors, cryo-preserved, or otherwise modified prior to differentiation into retinal progenitor cells according to the methods of this disclosure.


Preferably, human pluripotent stem cells (e.g., human ESCs or iPS cells) are cultured in the absence of a feeder layer (e.g., a fibroblast layer), a conditioned medium, or a culture medium comprising poorly defined or undefined components. As used herein, the terms “chemically defined medium” and “chemically defined cultured medium” also refer to a culture medium containing formulations of fully disclosed or identifiable ingredients, the precise quantities of which are known or identifiable and can be controlled individually. As such, a culture medium is not chemically defined if (1) the chemical and structural identity of all medium ingredients is not known, (2) the medium contains unknown quantities of any ingredients, or (3) both. Standardizing culture conditions by using a chemically defined culture medium minimizes the potential for lot-to-lot or batch-to-batch variations in materials to which the cells are exposed during cell culture. Accordingly, the effects of various differentiation factors are more predictable when added to cells and tissues cultured under chemically defined conditions. As used herein, the term “serum-free” refers to cell culture materials that are free of or substantially free of serum obtained from animal (e.g., fetal bovine) blood.


In some embodiments, any of the above-referenced cells are cultured in a xeno-free cell culture medium. Of central importance for clinical therapies is the absence of xenogeneic materials in the derived cell populations, i.e., no non-human cells, cell fragments, sera, proteins, and the like. Culturing cells or tissues in the absence of animal-derived materials (i.e., under conditions free of xenogeneic material) reduces or eliminates the potential for cross-species viral or prion transmission.


Prior to culturing hPSCs (e.g., hESCs or hiPSCs) under suspension conditions that promote embryoid body formation, hPSCs can be cultured in the absence of a feeder layer (e.g., a fibroblast layer) on a substrate suitable for proliferation of hPSCs, e.g., Matrigel®, vitronectin, a vitronectin fragment, or a vitronectin peptide, or Synthemax®. In some cases, the hPSCs are passaged at least 1 time to at least about 5 times in the absence of a feeder layer. Suitable culture media for passaging and maintenance of hPSCs include, but are not limited to, mTeSR® and E8™ media. In some embodiments, the hPSCs are maintained and passaged under xeno-free conditions, where the cell culture medium is a chemically defined medium such as E8 or mTeSR, but the cells are maintained on a completely defined, xeno-free substrate such as human recombinant vitronectin protein or Synthemax® (or another type-of self-coating substrate). In one embodiment, the hPSCs are maintained and passaged in E8 medium on human recombinant vitronectin or a fragment thereof, a human recombinant vitronectin peptide, or a chemically defined self-coating substrate such as Synthemax®.


Any appropriate method can be used to detect expression of biological markers characteristic of cell types described herein. For example, the presence or absence of one or more biological markers can be detected using, for example, RNA sequencing, immunohistochemistry, polymerase chain reaction, qRT-PCR, or other technique that detects or measures gene expression. Suitable methods for evaluating the above-markers are well known in the art and include, e.g., qRT-PCR, RNA-sequencing, and the like for evaluating gene expression at the RNA level. Differentiated cell identity is also associated with downregulation of pluripotency markers such as NANOG and OCT4 (relative to human ES cells or induced pluripotent stem cells). Quantitative methods for evaluating expression of markers at the protein level in cell populations are also known in the art. For example, flow cytometry is typically used to determine the fraction of cells in a given cell population that express (or do not express) a protein marker of interest (e.g., PAX6). In some cases, cell populations obtained by the RPC differentiation methods of this disclosure comprise at least 80%, 85%, 90%, 95% and preferably at least 98% RPCs.


As used herein, “gene expression” refers to the relative levels of expression and/or pattern of expression of a gene in a biological sample, such as retinal progenitor cells, or population of cells comprising retinal progenitor cells. The expression of a gene, such as a biological marker (“biomarker”) of retinal differentiation (e.g., VSX2, HES5, LHX2, NR2E1, RAX, and VAX2), may be measured at the level of cDNA, RNA, mRNA, or combinations thereof. In some cases, altered expression a gene, such as a retinal progenitor biomarker such as VSX2, HES5, LHX2, NR2E1, RAX, and VAX2, is measured at the protein level. In some cases, the level of gene expression or protein expression of a biomarker of interest is multiple fold (e.g., 2, 3, 4, 5, 10, 20, 50, 100) higher or lower than in untreated cells or in cells treated with a control agent.


In some cases, a Pax6D reporter construct is used to sort human RPCs from other cell types. For example, a reporter construct (such as a construct encoding a detectable protein or protein fragment) is operably linked to the human pax6D promoter, whereby the reporter construct is expressed under control of the pax6D promoter. Since Pax6D is uniquely expressed in retinal progenitor cells, expression of the reporter construct is indicative of a Pax6D-positive cell and, thus, a retinal progenitor cell. If the differentiation methods provided herein are performed using human pluripotent stem cells or neuroepithelial cells comprising the Pax6D reporter construct, the resulting cell population comprising retinal progenitor cells (RPCs) can be sorted on the basis of reporter expression. For example, the pax6d promoter is fused with tdTomato and mix cell populations can be detected and sorted on the basis of tdTomato expression in order to enrich for human retinal progenitors.


As used herein, the term “operably linked” refers to the situation in which a first nucleic acid sequence is placed in a functional relationship with a second nucleic acid sequence. For instance, a promoter is operably linked to a coding sequence if the promoter affects the transcription or expression of the coding sequence. Operably linked DNA sequences may be in close proximity or contiguous and, where necessary to join two protein coding regions, in the same reading frame.


In another aspect, provided herein are methods for promoting neuroepithelial cells to differentiate along the human retinal cell lineage, thereby producing a high proportion of retinal progenitor cells from precursors. The methods of this disclosure include genetic and non-genetic ways of manipulating Pax6D expression at the neuroepithelial stage to promote differentiation of RPCs. In some cases, neuroepithelial cells are genetically modified for inducible expression of Pax6D. In some cases, the RPCs express a detectable label or reporter for cell sorting. Retinal progenitor cells (the Pax6D-positive cells) are sorted from Pax6D-negative cells from a cell population produced according to the differentiation protocols provided herein in order to produce a pure or substantially pure population of RPCs. In this method, progenitor cells (e.g., human pluripotent stem cells, neuroepithelial cells) are genetically manipulated to express a reporter construct, for example a transgene that encodes a detectable marker such a Green Fluorescent Protein (GFP) or a Red Fluorescent Protein (RFP) (td-Tomato). Referring to FIG. 14, a PAX6D reporter line can be constructed by inserting a reporter construct such as tdTomato coding sequence upstream of the PAX6D translation start site in exon 7 of the human Pax6D gene. The resulting construct is inserted in the AAVS1 site of the genome.


Referring to FIGS. 15A-15B, inhibition of expression of a downstream mediator of PAX6D signal transduction, and a resulting increase in expression of retinal progenitor biomarkers, can be achieved using RNA interference. In some cases, RNA interference is used to reduce expression of WNT8B. For example, one or more short hairpin interfering RNAs (shRNAs) configured to target WNT8B can be introduced into a cell (e.g., a human pluripotent stem cell) to reduce WNT8B expression. Such WNT8B shRNAs may be introduced into cells as synthetic shRNAs by a number of standard methods known in the art. Alternatively, shRNA sequences may be expressed from an expression vector, e.g., from a plasmid expression vector, a recombinant retrovirus, or a recombinant lentivirus. The expression of a biological marker (“biomarker”) of retinal differentiation (e.g., VSX2, HES5, LHX2, NR2E1, RAX, and VAX2), may be measured at the level of cDNA, RNA, mRNA, or combinations thereof. In some cases, altered expression a retinal progenitor biomarker such as VSX2, HES5, LHX2, NR2E1, RAX, and VAX2, is measured at the protein level. In some cases, the level of gene expression or protein expression of VSX2, HES5, LHX2, NR2E1, RAX, and VAX2 is multiple fold (e.g., 2, 3, 4, 5, 10, 20, 50, 100) higher than in cells not treated with an agent that reduces expression of WNT8B as described herein.


The term “detect” or “detection” as used herein indicates the determination of the existence, presence or fact of a target or signal in a limited portion of space, including but not limited to a sample, a reaction mixture, a molecular complex and a substrate including a platform and an array. Detection is “quantitative” when it refers, relates to, or involves the measurement of quantity or amount of the target or signal (also referred as quantitation), which includes but is not limited to any analysis designed to determine the amounts or proportions of the target or signal. Detection is “qualitative” when it refers, relates to, or involves identification of a quality or kind of the target or signal in terms of relative abundance to another target or signal, which is not quantified. An “optical detection” indicates detection performed through visually detectable signals: fluorescence, spectra, or images from a target of interest or a label attached to the target.


Establishment of stepwise and chemically defined culture systems for directed differentiation of human pluripotent stem cells to RPCs offers an unprecedented system for screening toxic and therapeutic agents. This system is preferable to conventional use of animals, animal cell cultures, or genetically abnormal human cell lines, particularly because human pluripotent stem cells and their differentiation to RPCs represent a normal process of human retinal development. Hence, the cell populations described herein will be amenable to screen agents that affect normal human retinal development or those that potentially result in abnormal retinal development, as well as those that may stimulate regeneration of RPCs in diseased conditions. In addition, the described system can be readily modified to mimic pathological processes that lead to death of RPCs, which may be effectively used to screen therapeutic agents that are designed to treat these diseases.


Accordingly, in another aspect, provided herein are methods of screening in vitro generated human RPCs. For example, human RPCs obtained according to the methods of this disclosure can be exposed to a test compound and examined for changes in gene expression, developmental characteristics, or other characteristics relative to a control cell population that has not been exposed to the test compound. One could understand whether a particular test compound affected the cell population by examining characteristics of the culture and comparing them to known developmental characteristics contained within the present application.


In some cases, using the genetic tagging and isolating methods described herein, pure populations of reporter-expressing RPCs can be screening to identify agents (e.g., small molecules, drugs, protein factors) that modulate Pax6D expression. Agents identified in the screen that increases Pax6D expression relative to controls can be used to promote Pax6D expression and, thus, RPC differentiation during retinal differentiation. For example, one may derive a small molecule cocktail to specifically activate PAX6D at particular stage of retinal cell differentiation.


In some cases, it may be advantageous to genetically modify RPCs obtained according to the methods provided herein. For example, it can be advantageous in some instances to obtain recombinant and genetically-modified RPCs that produce recombinant cell products, growth factors, hormones, peptides or proteins for a continuous amount of time or as needed when biologically, chemically, or thermally signaled due to the conditions present in culture. In some cases, genetic modifications are produced using a form of gene editing. The term “gene editing” and its grammatical equivalents as used herein can refer to genetic engineering in which one or more nucleotides are inserted, replaced, or removed from a genome. For example, gene editing can be performed using a nuclease (e.g., a natural-existing nuclease or an artificially engineered nuclease). In some cases, gene editing is performed using a CRISPR/cas system (e.g., a type II CRISPR/cas system). In some cases, the protein expression of one or more endogenous genes is reduced using a CRISPR/cas system. In other cases, a CRISPR/Cas system can be used to perform site specific insertion. For example, a nick on an insertion site in the genome can be made by CRISPR/cas to facilitate the insertion of a transgene at the insertion site. Other methods of making genetic modifications suitable for use according to the methods provided herein include but are not limited to somatic cell nuclear transfer (SCNT) and introduction of a transgene. As used herein, the term “transgene” refers to a gene or genetic material that can be transferred into an organism or a cell thereof. Procedures for obtaining recombinant or genetically modified cells are generally known in the art, and are described in Sambrook et al, Molecular Cloning, A Laboratory Manual, Cold Spring Harbor Press, Cold Spring Harbor, N.Y. (1989), incorporated herein by reference.


In another aspect, provided herein is a use of RPCs comprising a PAX6D reporter as described herein for drug screening, drug discovery, or drug response. For example, one could expose such cell populations provided herein to a test compound and compare the results of such exposure to a control cell population that has not been exposed to the test compound. One could understand whether a particular test compound affected the cell population by examining characteristics of the culture and comparing them to known developmental characteristics of retinal lineage cells. In some cases, screening comprises detecting a positive or negative change in a particular biological property or activity of a RPC. In some cases, detecting and/or measuring a positive or negative change in a level of expression of at least one gene following exposure (e.g., contacting) of a RPC to a test compound comprises whole transcriptome analysis using, for example, RNA sequencing. In such cases, gene expression is calculated using, for example, data processing software programs such as Light Cycle, RSEM (RNA-seq by Expectation-Maximization), Excel, and Prism. See Stewart et al., PLoS Comput. Biol. 9:e1002936 (2013). In some cases, detecting comprises performing a method such as RNA sequencing, gene expression profiling, transcriptome analysis, metabolome analysis, detecting reporter or sensor, protein expression profiling, Förster resonance energy transfer (FRET), metabolic profiling, and microdialysis.


In another aspect, retinal progenitor cells obtained according to the disclosed methods may be further differentiated to other cell types such as photoreceptors, which could be used clinically to treat or prevent degenerative eye diseases.


III. Articles of Manufacture

In another aspect, provided herein is a kit for generating substantially pure populations of human retinal progenitor cells. In exemplary embodiments, the kit comprises one or more of (i) a culture medium suitable for differentiating human pluripotent stem cells into retinal progenitor cells; (ii) a PAX6D reporter construct; (iii) reagents for genetic modification of cells to achieve inducible expression of Pax6D; (iv) an agent that reduces expression of WNT8B; and (v) instructions describing a method for generating substantially pure populations of human retinal progenitor cells, the method employing one or more of the culture medium, the PAX6D reporter construct, the genetic modification reagents, and the agent.


In some cases, the kit comprises one or more of (i) a neural induction medium; (ii) a retinal differentiation medium; (iii) a PAX6D reporter construct; (iv) reagents for genetic modification of cells to achieve inducible expression of Pax6D; (v) an agent that reduces expression of WNT8B; and (vi) instructions describing a method for generating substantially pure populations of human retinal progenitor cells, the method employing one or more of the neural induction medium, the retinal differentiation medium, the PAX6D reporter construct, the genetic modification reagents, and the agent.


In some cases, the materials described above as well as other materials can be packaged together in any suitable combination as a kit useful for performing, or aiding in the performance of, a method provided herein. It is useful if the kit components in a given kit are designed and adapted for use together in the disclosed method. For example, disclosed herein are kits comprising genetically modified human RPCs produced by the disclosed methods.


Nucleic acids and/or other constructs of the invention may be isolated. As used herein, “isolated” means to separate from at least some of the components with which it is usually associated whether it is derived from a naturally occurring source or made synthetically, in whole or in part. In some embodiments, kits also can contain a cell culture medium, labels, and/or other reagents for the cell culture and detection of biological markers, polypeptides, or nucleic acids of interest in the genetically modified RPCs.


The terms “protein,” “peptide,” and “polypeptide” are used interchangeably herein and refer to a polymer of amino acid residues linked together by peptide (amide) bonds. The terms refer to a protein, peptide, or polypeptide of any size, structure, or function. Typically, a protein, peptide, or polypeptide will be at least three amino acids long. A protein, peptide, or polypeptide may refer to an individual protein or a collection of proteins. One or more of the amino acids in a protein, peptide, or polypeptide may be modified, for example, by the addition of a chemical entity such as a carbohydrate group, a hydroxyl group, a phosphate group, a farnesyl group, an isofarnesyl group, a fatty acid group, a linker for conjugation, functionalization, or other modification, etc. A protein, peptide, or polypeptide may also be a single molecule or may be a multi-molecular complex. A protein, peptide, or polypeptide may be just a fragment of a naturally occurring protein or peptide. A protein, peptide, or polypeptide may be naturally occurring, recombinant, or synthetic, or any combination thereof. A protein may comprise different domains, for example, a nucleic acid binding domain and a nucleic acid cleavage domain. In some embodiments, a protein comprises a proteinaceous part, e.g., an amino acid sequence constituting a nucleic acid binding domain.


Nucleic acids, proteins, and/or other compositions (e.g., cell population) described herein may be purified. As used herein, “purified” means separate from the majority of other compounds or entities, and encompasses partially purified or substantially purified. Purity may be denoted by a weight by weight measure and may be determined using a variety of analytical techniques such as but not limited to mass spectrometry, HPLC, etc.


In interpreting this disclosure, all terms should be interpreted in the broadest possible manner consistent with the context. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the invention belongs. It is understood that certain adaptations of the invention described in this disclosure are a matter of routine optimization for those skilled in the art, and can be implemented without departing from the spirit of the invention, or the scope of the appended claims.


As used in this specification and the appended claims, the singular forms “a,” “an,” and “the” include plural references unless the context clearly dictates otherwise. Any reference to “or” herein is intended to encompass “and/or” unless otherwise stated.


The phrase “and/or,” as used herein in the specification and in the claims, should be understood to mean “either or both” of the elements so conjoined, i.e., elements that are conjunctively present in some cases and disjunctively present in other cases. Multiple elements listed with “and/or” should be construed in the same fashion, i.e., “one or more” of the elements so conjoined. Other elements may optionally be present other than the elements specifically identified by the “and/or” clause, whether related or unrelated to those elements specifically identified. Thus, as a non-limiting example, a reference to “A and/or B”, when used in conjunction with open-ended language such as “comprising” can refer, in one embodiment, to A only (optionally including elements other than B); in another embodiment, to B only (optionally including elements other than A); in yet another embodiment, to both A and B (optionally including other elements); etc.


The terms “comprising”, “comprises” and “comprised of” as used herein are synonymous with “including”, “includes” or “containing”, “contains”, and are inclusive or open-ended and do not exclude additional, non-recited members, elements, or method steps. The phraseology and terminology used herein is for the purpose of description and should not be regarded as limiting. The use of “including,” “comprising,” “having,” “containing,” “involving,” and variations thereof, is meant to encompass the items listed thereafter and additional items. Embodiments referenced as “comprising” certain elements are also contemplated as “consisting essentially of” and “consisting of” those elements. Use of ordinal terms such as “first,” “second,” “third,” etc., in the claims to modify a claim element does not by itself connote any priority, precedence, or order of one claim element over another or the temporal order in which acts of a method are performed. Ordinal terms are used merely as labels to distinguish one claim element having a certain name from another element having a same name (but for use of the ordinal term), to distinguish the claim elements.


The terms “about” and “approximately” shall generally mean an acceptable degree of error for the quantity measured given the nature or precision of the measurements. Typical, exemplary degrees of error are within 10%, and preferably within 5% of a given value or range of values. Alternatively, and particularly in biological systems, the terms “about” and “approximately” may mean values that are within an order of magnitude, preferably within 5-fold and more preferably within 2-fold of a given value. Numerical quantities given herein are approximate unless stated otherwise, meaning that the term “about” or “approximately” can be inferred when not expressly stated.


The invention will be more fully understood upon consideration of the following non-limiting Examples. It is specifically contemplated that the methods disclosed are suited for pluripotent stem cells generally. All papers and patents disclosed herein are hereby incorporated by reference as if set forth in their entirety.


Example

PAX6 Isoforms are Differentially Expressed in the Forebrain and Retinas


PAX6 has 4 isoforms (PAX6A, PAX6B, PAX6C and PAX6D) in human (FIG. 2A) and 3 isoforms (Pax6, Pax6(5a) and Pax6ΔPD) in mice. The protein sequences of PAX6A, PAX6B and PAX6D (homolog of Pax6, Pax6(5a) and Pax6ΔPD, respectively) are highly conserved among species, indicating their important and conserved functions. Western blotting analysis on 12-week-old embryos revealed that PAX6 isoforms exhibited differential expression patterns in human fetal forebrain and retinas. PAX6D was expressed uniquely in human fetal retinal tissues while PAX6A&B isoforms were expressed in both human fetal forebrain and retinal tissues (FIG. 2B), suggesting a unique role of PAX6D in retinal development.


Human pluripotent stem cell differentiation in vitro provides an ideal model to study the early human neural development (Tao and Zhang, 2016). By differentiating H9 hESCs to forebrain and retinal cells (Wang et al., 2015; Zhong et al., 2014) (FIGS. 9B-9C), we found that overall PAX6 mRNA increased during the differentiation to both forebrain and retinal cells (FIG. 9D). Consistent with the previous gene profile study (Huang et al., 2016), we found that PAX6A and PAX6B increased in both forebrain and retinal differentiation (FIG. 9E). Interestingly, PAX6D isoform showed a differential expression pattern between forebrain and retinal differentiation. It was expressed only in retinal differentiation but not in the forebrain neuroepithelial differentiation (FIG. 2C & FIG. 9F). Western blotting using a PAX6 antibody targeting the C terminus, which can detect both PAX6A&B and PAX6D, validated the expression pattern of PAX6A&B and D isoforms. In particular, PAX6D was detected only in retinal differentiation. It began to express at day 12, reaching a peak at day 23, and then decreasing along differentiation (FIG. 2C). Thus, PAX6 isoforms are differentially expressed in forebrain neuroepithelia and retinas during development and hESC differentiation with PAX6D specifically in retinal progenitors.


PAX6 KO Prevents hESCs from Entering the Neural Retinal Fate


The differential expression pattern of PAX6 isoforms suggests their disparate roles in neural and retinal development. We firstly generated PAX6 KO hESC lines by targeting exon 8 which is shared by all the isoforms in H9 hESC line using CRISPR/CAS9 (FIG. 3A). The PAX6 KO line lose all the 3 isoforms after the exon 8 was replaced with the PGK-puromycin element (FIG. 10A). PAX6 mRNA levels were undetectable at multiple time points along retinal differentiation (FIG. 3B). Western blot showed that both the PAX6A&B and PAX6D isoforms were removed in PAX6 KO cells (FIG. 3C). Antibodies targeting the N-terminus and C-terminus failed to detect any PAX6 protein expression in the differentiating cells from the PAX6 KO line (FIG. 3D). These data demonstrate that our PAX6 KO line is loss of all the PAX6 isoforms.


qRT-PCR analysis revealed that the expression of retinal lineage markers, including VSX2 (formerly Chx10), VAX2, HES5, SIX6, MAB21L2, NR2E1 and NR2F1, were dramatically lower in the PAX6 KO cells (FIG. 3E). Some of them (VSX2, VAX2, SIX6, NR2E1 and NR2F1) were not upregulated during the retinal differentiation process. In particular, VSX2, critical for retinal development, was absent in PAX6 KO cells (FIG. 3E), which was confirmed by immunostaining (FIG. 10C), indicating a failure in retinal specification.


PAX6D is Required for NR Specification


The requirement of PAX6 for human retinal fate specification and the differential expression pattern of PAX6 isoforms led us to hypothesize that PAX6D is required for retinal specification. We then generated a PAX6D isoform-specific knockout hESC line. All the PAX6D coding sequences (CDS) are shared by PAX6A and PAX6B (FIG. 2A). Deletion of any exons within the CDS will affect all the isoforms. However, PAX6 isoform transcription is controlled by separate promoters and PAX6D has an additional exon (exon alpha) in its 5′-UTR (Kammandel et al., 1999; Lakowski et al., 2007; Marquardt et al., 2001). Based on the unique feature of PAX6D, we successfully generated PAX6D specific knockout by partially replacing Exon α with the PGK-puromycin element using CRISPR/CAS9 (FIG. 4A, FIG. 12). We confirmed PAX6D KO by qPCR and western blot (FIGS. 4B-4C). PAX6D mRNA and protein were reduced to undetectable in PAX6D KO cells. Western blot also validated the isoform knockout specificity by using the PAX6 antibodies that recognize the PAX6 C-terminus, which detects both PAX6A&B and PAX6D. It showed that PAX6A&B was expressed at a similar level in the PAX6D KO cells (FIGS. 4B-4C), indicating only PAX6D was knocked out. Knockout of PAX6D in hESCs caused a similar phenotype as PAX6 KO cells. The key EFTFs such as VSX2 and SIX6 were not upregulated in PAX6D KO cells along the retinal differentiation (FIGS. 4D-4E). Immunostaining analysis showed the absence of VSX2 expression in PAX6D KO cells (FIG. 4F).


To systematically analyze the gene profile of cells with PAX6D knockout, we performed RNA-Seq for wildtype, PAX6 KO and PAX6D KO cells (Table 2). Pairwise comparison of PAX6 KO with WT showed that 611 genes were differentially expressed (2 fold; p<0.05). Among them, 399 genes were down-regulated in PAX6 KO cells, which are highly related to retinal development or retinal function, including “visual perception”, “melanin biosynthetic process” and “eye development” (FIG. 4G). In addition, cell proliferation and neural tube patterning signaling pathways, such as WNT and BMP, were also down-regulated in PAX6 KO cells (FIG. 4G). These results are consistent with our findings above that PAX6 KO cells were defective in retinal fate specification and suggest a potential role of PAX6 in regulating retinal differentiation by modulating WNT or BMP pathway. Gene ontology (GO) analysis for the up-regulated 212 genes in PAX6 KO cells showed that “negative regulation of cell proliferation”, “cell differentiation and nervous system development” were among the top enriched biological processes, suggesting a role of PAX6 in regulating cell proliferation and neural fate determination.


Deletion of PAX6D isoform was associated with altered gene expression in retinal development (FIG. 4H). There were 309 genes that were differentially expressed between wildtype and PAX6D KO cells. Among them, 151 were down-regulated in PAX6D KO cells, which were enriched in gene ontologies such as “visual perception”, “lens development in camera-type eye”, “melanin biosynthetic process”, “WNT pathway” and “optical cup morphogenesis in camera-type eye development” (FIG. 4H). This profile suggests a failure of retinal differentiation in PAX6D KO cells. The 158 up-regulated genes in PAX6D KO cells were enriched in biological processes such as “anterior/posterior pattern specification”, “multicellular organism development”, “neuron migration”, “central nervous system development”, “positive regulation of cell differentiation” and “neuron fate specification”. This profile highlights the tendency of the PAX6D KO cells towards neuroepithelia.


Comparing the down-regulated genes between PAX6 KO and PAX6D KO cells, we found two-thirds (109 out of 151) of the differentially expressed genes in PAX6D KO cells are overlapped with those in PAX6 KO cells (FIG. 4I). GO analysis of the shared 109 genes highlights the role of PAX6D in retinal fate determination since the top GO terms are related to retinal functionality and optic cup morphogenesis (FIG. 4J). Among the shared down-regulated genes, 12% of the genes such as VSX2, VAX2 and PAX2 are in the “visual perception” category (FIG. 4J & Table 3). The 290 genes that are uniquely down-regulated in PAX6 KO cells but not in PAX6D KO cells would signal the function of other PAX6 isoforms. GO analysis of this set of genes showed that “cell adhesion”, “negative regulation of Wnt signaling pathway” and “positive regulation of cell proliferation” are the top affected biological processes (FIG. 11B & Table 3). This is consistent with the function of Pax6 and Pax6(5a) revealed in model animals (Jami et al., 2013; Jones et al., 2002; Klimova and Kozmik, 2014). Together, our RNA-Seq analysis further suggests that the failed retinal differentiation seen in PAX6 KO cells is essentially attributed to the loss of PAX6D function.


At the cellular level, the retinal differentiation culture contains both neuroepithelia and retinal cells. The EFTFs, including PAX6, used to define the early retinal cells are also expressed in neuroepithelia. SOX1, a neuroepithelial marker, is absent in PAX6+ and SOX2+ early RPCs (Chen et al., 2017; Kamachi et al., 1998). Indeed, immunostaining of 12-week human fetal tissues indicated the expression of PAX6, SOX1, and SOX2 in the developing human forebrain but with lack of SOX1 in retinas (FIG. 5A, FIG. 12). Thus, we used SOX1 and SOX2 to monitor the retinal fate specification (SOX1/SOX2+) from neuroepithelia (SOX1+/SOX2+). FACS analysis of retinal differentiation cultures at day 7 (before NR differentiation) indicated that more than 80% of the cells were neuroepithelial cells (SOX1+/SOX2+) among all lines (FIG. 5B). Few SOX1/SOX2+ cells were present. At day 20, about 30% of the cells were SOX1/SOX2+ in WT but only 0.3% and 3.5% in the PAX6 KO and PAX6D KO groups, respectively (FIGS. 5C-5D). Consistent with the reduced SOX1/SOX2+ population in PAX6 KO and PAX6D KO cells, SOX1 mRNA levels support the trend. Its relative expression was much higher in PAX6 KO and PAX6D KO cells than WT (FIG. 5E). The absence of SOX1/SOX2+ population demonstrates the defect in early retinal specification in both PAX6 KO and PAX6D KO cells.


PAX6D is Sufficient for Retinal Specification from Neuroepithelia


The observation that PAX6D KO results in the loss of retinal differentiation led us to hypothesize that PAX6D may be sufficient for retinal specification from neuroepithelia. To test his hypothesis, we introduced the PAX6D isoform into the PAX6 KO background by establishing the Tet-on inducible cell lines (FIG. 6A). We also made the PAX6A inducible cell lines as a control (FIG. 6A). As indicated by qPCR and Western blot, only PAX6A or PAX6D expression was induced in the respective cell line by doxycycline (DOX, 0.5 μg/ml) (FIGS. 6B-6C).


We then examined the retinal progenitor population when PAX6A or PAX6D was induced. We turned on PAX6A and PAX6D separately in PAX6 KO cells after neuroepithelial cells were generated at day 6 and monitored the retinal progenitor generation along retinal differentiation. Induction of PAX6D with DOX for 7 days from day 6 of retinal differentiation, resulted in the elevated expression of retinal lineage markers such as VSX2 (3-fold increase), VAX2 (2-fold increase) and SIX6 (FIG. 6E). The expression of the neuroepithelial gene SOX1 was downregulated at the mRNA (FIGS. 6D-6E) and cellular level (FIG. 13A). In contrast, induction of PAX6A upregulated SOX1 expression level (FIG. 6D). Correspondingly, the SOX1/SOX2+ retinal progenitor population, assayed by flow cytometry, increased from 2.71% to 23.1% when PAX6D was induced whereas this population did not obviously change (from 2.45% to 2.22%) when PAX6A was induced (FIG. 6F). Thus, PAX6D but not PAX6A restores the PAX6 function in retinal specification.


PAX6D Represses Neural while Activating Retinal Lineage Genes


ChIP-Seq was performed to determine how PAX6D regulates retinal differentiation. Technically, there are no antibodies which can only detect PAX6D due to the identical C-terminus among PAX6A, PAX6B and PAX6D (FIG. 2A). To overcome this, we built PAX6A and PAX6D inducible cell lines under the PAX6 KO background with PAX6A and PAX6D tagged by 3×Flag, respectively (FIG. 5A). We used PAX6 KO cells as our target to eliminate or minimize the influence of endogenous PAX6 isoforms, which may compete with the induced isoforms for binding sites. We applied DOX at day 6 of retinal differentiation for 3 days and harvested cells at day 10 for ChIP-Seq (FIG. 7A). We found that the IP strength in separate ChIP experiments for the FLAG antibody pull-down was similar for the replicates and the target DNA fragments were highly enriched (FIG. 7B). Analysis of the pull-down DNA fragments by ChIP-Seq revealed that PAX6A and PAX6D shared many downstream genes. There were 1281 genes predicted to be their common targets, which includes genes related to “nervous system development” such as DSCAM, APP, BDNF, DCX, DLG2 and NLGN1 (Table 3), genes for “neuron migration” such as SPOCK1, ADGRL3, PCM1, PEX7 and SEMA3A, and genes for “cell adhesion” such as ACTN2, CTNNA1, CTNNA3, COL28A1, DST, IBSP, ITGB3BP and OPCML. The result suggests that PAX6A and PAX6D have redundant roles in these biological processes.


Gene ontology analysis of the unique genes targeted by PAX6A or PAX6D indicated that PAX6D was specifically involved in such biological processes as “nervous system development” and “camera-type eye morphogenesis” while PAX6A was associated with the cell functionality such as signal transduction and metabolic process (FIG. 7C & Table 4).


Carefully analyzing PAX6D target genes, we identified a set of retinal lineage genes and a set of neural lineage genes that are regulated by PAX6D based on prediction from our ChIP-Seq data. By using the PAX6D TetOn cells, we confirmed that most of the genes were responsive to PAX6D induction (FIG. 7D). The retinal lineage genes upregulated by PAX6D induction include FGF5, highly expressed in primate retinal cells and rescues the retinal degeneration in animal models (Green et al., 2001; Kitaoka et al., 1994), FOXP2, uniquely expressed in and defines a subset of retinal ganglion cells (Rousso et al., 2016; Sato et al., 2017), TENM3, required for topography in the ipsilateral retino-collicular pathway and specifies morphological and functional connectivity of retinal ganglion cells (Antinucci et al., 2013; Dharmaratne et al., 2012; Glendining et al., 2017), YY1 predominantly expressed in optic vesicle and retinal cells (Bernard and Voisin, 2008; Kwon and Chung, 2003; Vuong et al., 2012) and required for normal eye development (Lorente et al., 2006), DMBX1, necessary for cell cycle exit in developing RPCs (Miles and Tropepe, 2016; Wong et al., 2015; Wong et al., 2010) and MBNL1 which regulates photoreceptor development (Huang et al., 2008). In contrast, the neural lineage genes repressed by PAX6D induction include MYT1L, sufficient to convert fetal and postnatal human fibroblasts into induced neuronal cells (Mall et al., 2017), WNT8B, restricted in dorsal forebrain (Lako et al., 1998) and inhibits retinal differentiation (Liu, 2012), NLGN, essential for presynaptic terminal maturation (Wittenmayer et al., 2009), and DCX, predominantly expressed in immature neurons (Capes-Davis et al., 2005; Couillard-Despres et al., 2005) (FIG. 7D). This result suggests that PAX6D regulates retinal differentiation by targeting retinal genes while repressing other neural genes.


PAX6D Instructs a Retinal Fate by Regulating WNTs.


The highly upregulated WNT-related GO terms in PAX6D KO cells revealed by RNA-Seq (FIGS. 4G-4H) and the identification of WNT8B as one of the PAX6D targets from ChIP-seq (FIG. 7D) suggest that PAX6D may regulate retinal specification by modulating WNT pathway. WNT8B has a restricted expression in the developing dorsal forebrain (Lako et al., 1998) and plays a repressive role in retinal fate specification (Liu et al., 2010). We found that WNT8B expression was much higher in PAX6D KO cells than wildtype cells at multiple time points along retinal differentiation (FIG. 8A). Given the direct connection between PAX6D and WNT8B, we hypothesized that PAX6D regulates retinal specification by repressing WNT8B transcription and thus WNT activity. Indeed, treatment with WNT agonist (CHIR99021, 3 μM) in wildtype cells from day 0 to day 10 suppressed the expression EFTFs. In contrast, treatment with a WNT antagonist (IWR1, 2.5 μM) in wildtype cells enhanced the expression of EFTFs (FIG. 8B). These results suggest that WNT signaling represses retinal specification from the neuroepithelia.


We then asked if the failure of retinal specification in the PAX6D KO cells is rescued by regulating WNT signaling. Treatment of the PAX6D KO cells with IWR1 during retinal differentiation from day 0 to day 10 increased the expression of retinal related genes, including VSX2, LHX2, HES5, SIX3 and SIX6 (FIG. 8C). This result suggests that WNT signaling is indeed downstream of PAX6D function in retinal specification. To further corroborate the role of WNTs in mediating the function of PAX6D in retinal specification, we then activated WNT pathway signaling under PAX6D induction along retinal differentiation. As indicated by expression of retinal genes (VSX2, LHX2, SIX6, NR2F1 and VAX2) at day 10 of retinal differentiation, induction of PAX6D by DOX enhanced retinal differentiation. Such PAX6D-induced retinal differentiation was completely blocked by treatment with WNT agonist CHIR99021 from day 0 to day 10 (FIG. 8D). These results indicate that regulation of retinal differentiation by PAX6D is dependent on the canonical WNT pathway.


We found that isoforms of PAX6 are differentially expressed in neuroepithelial and retinal tissues with PAX6D specifically expressed in retinal cells during human eye development and along hESC differentiation to retinal cells. Deletion of PAX6D down-regulates retinal gene profiles and blocks retinal differentiation, similar to that with complete PAX6 KO. Induced expression of PAX6D, but not PAX6A, restores the retinal differentiation capacity of the PAX6-null cells. These results indicate that PAX6D is necessary and sufficient for retinal lineage specification from neuroepithelia (FIG. 8E). By identifying the PAX6D targets and by regulating one of its targets, WNTs, we are able to rescue the retinal differentiation deficit in PAX6D KO cells and block retinal differentiation when PAX6D is induced, revealing how PAX6D regulates retinal specification (FIG. 8E).


Genetic studies in multiple model organisms have firmly established that PAX6 is essential for retinal development (Collinson et al., 2000; Grindley et al., 1995; Hogan et al., 1986; Li et al., 2007; Quinn et al., 1996). PAX6 is also required for neuroectoderm development, especially the dorsal forebrain (Georgala et al., 2011; Jones et al., 2002; Zhang et al., 2010) from which the retinal is specified. This raises a question of how PAX6 instructs neuroepithelial cells to RPCs. Our present observation indicates that PAX6D is uniquely expressed in NR during human development and along hESC retinal differentiation. This is consistent with observations made in model animals that Pax6ΔPD is expressed exclusively in NR but not the developing lens or cornea (Kim and Lauderdale, 2006, 2008) and that the promoter (exon α) controlling Pax6ΔPD transcription also has a restricted distribution in NR (Kim and Lauderdale, 2008; Marquardt et al., 2001). However, the exact role of Pax6ΔPD (or PAX6D in human) remains unknown (Shaham et al., 2012), possibly due to the lack of the Pax6ΔPD loss of function animal model. This is probably because of the difficulty to create such a model with the traditional genetic tools, as Pax6ΔPD shares all the coding sequences with other isoforms. By using CRISPR/CAS9 to target the exon α which only exists in PAX6D 5′ UTR, we generated the PAX6D specific knockout. This model enables us to learn the physiological function of PAX6D in retinal development. Indeed, knockout of PAX6D in hESC prevents the cells from becoming retinal cells. This is confirmed by the lack of SOX1/SOX2+ retinal progenitors and the substantial down regulation of retinal lineage genes, revealed by RNA sequencing. This phenotype is very similar to complete PAX6 KO in which the differentiated cells remain as neuroepithelia. In contrast, introduction of PAX6D but not PAX6A into PAX6 KO neuroepithelial cells is sufficient to convert the neuroepithelial cells (SOX1+/SOX2+) to RPCs (SOX1/SOX2+). Therefore, PAX6D is necessary and sufficient for specifying neuroepithelia to retinal cells.


The question arises is how PAX6D converts neuroepithelia to RPCs. Our ChIP-seq revealed genes that are targeted by PAX6D, including a set of retinal genes and neural genes that are predicted based on the enrichment of peaks in genomic genes and validated by our transgenic analysis. The neuroectoderm genes repressed by PAX6D include critical transcription factors like MYT1L that is sufficient for neuronal fate reprogramming from fibroblast cells (Mall et al., 2017) and signaling molecules such as WNT8B which inhibits retinal differentiation (Liu, 2012). It is conceivable that repression of the neuroepithelial transcription factors and associated signaling endows the neuroepithelia with the potential to become RPCs. Then it is the retinal genes and related signaling activated by PAX6D that enable the conversion of the neuroepithelia to RPCs. Indeed, our Chip-Seq revealed retinal associated genes that are activated by PAX6D, such as FGF5, FOXP2, TENM3, YY1, DMBX1 and MBNL1. VSX2, a master regulator of RPCs (Burmeister et al., 1996), is also regulated by PAX6D (FIG. 6E). In our present study, we have shown that VSX2 is essentially absent when PAX6D is knocked out. In contrast, PAX6D induces VSX2 expression and retinal differentiation from hESCs even when PAX6 is deleted. Therefore, PAX6D specifies the retinal fate from neuroepithelia by repressing neuroectodermal genes, activating retinal genes and modulating related signaling molecules.


One of the signaling pathways that mediates retinal specification and that is targeted by PAX6D is WNT8B. WNT8B is expressed in the dorsal forebrain (Lako et al., 1998) and antagonizes retinal specification (Cavodeassi et al., 2005). WNT activity is absent in distal optic vesicle (prospective NR) at the early stage of retinal fate specification (Liu et al., 2003; Liu et al., 2006), highlighting the requirement of Wnt8B suppression for retinal specification (Liu et al., 2010). Consistent with the phenomena observed in animals, WNT8B expression is upregulated in PAX6D KO cells, suggesting the role of WNTs in mediating the effect of PAX6D. Indeed, chemical inhibition of WNTs rescues retinal differentiation from neuroepithelia with PAX6D KO. In contrast, chemical activation of WNT signaling blocks retinal differentiation from neuroepithelia even when PAX6D is over expressed. Thus, one of the mechanisms by which PAX6D specifies forebrain neuroepithelia to RPCs is to regulate WNT activity.


To further explore the role of WNT pathway signaling in retinal development, short hairpin RNAs (shRNA) were designed to target and knock down expression of WNT8B. Generally, nucleotide sequence encoding an shRNA is operably linked to an RNA polymerase promoter and are introduced into a cell via an expression vector such as a viral vector. Three shRNAs targeting WNT8B were designed and used in the following assay. The hairpin sequences of the 3 WNT8B shRNAs were:









(SEQ ID NO: 1)


GATCCCCATGAAACGCACGTGTAATTCAAGAGATTACACGTGCGTTTCAT





GGTTTTT;





(SEQ ID NO: 2)


GATCCCCTAGCCTATCAACCCTTATTCAAGAGATAAGGGTTGATAGGCTA





GGTTTTT;


and





(SEQ ID NO: 3)


GATCCCTCTGGAGTGCTAACTTGATTCAAGAGATCAAGTTAGCACTCCAG





AGTTTTT.







All lentivirus expression constructs were produced by Santa Cruz Biotechnology (sc-41118). The control shRNA was obtained from Santa Cruz Biotechnology (sc-108080).


The WNT8B shRNA was introduced by contacting human pluripotent stem cells to WNT8B shRNA viruses (or control viruses) at day 0. Following introduction, retinal differentiation was performed using the published protocol (Zhong et al., 2014). Expression of retinal progenitor markers was detected on day 10 of retinal differentiation. As shown in FIG. 15A, introduction of a WNT8B shRNA reduced WNT8B expression relative to expression in the presence of a control shRNA or in untreated cells. As shown in FIG. 15B, knocking down expression of WNT8B using the WNT8B shRNA increased expression of retinal progenitor markers such as VSX2, HES5, LHX2, NR2E1, RAX, and VAX2. These data further demonstrate that WNTs mediate the effect of PAX6D on retinal cell differentiation by modulating expression of such retinal associated genes.


In summary, this example demonstrates a role for PAX6D in retinal specification. Deletion of PAX6D prevents neuroepithelia from differentiating to retinal cells whereas induction of PAX6D, but not PAX6A, enables retinal differentiation even when PAX6 is knocked out. Therefore, PAX6D is both necessary and sufficient for retinal specification from neuroepithelia. PAX6D specifies the retinal fate from neuroepithelia by repressing neuroectodermal genes, activating retinal genes and modulating signaling molecules. Our findings resolve the mystery how PAX6, expressed in both forebrain neuroepithelia and NR, instructs a retinal fate versus neural fate through the differential use of its isoforms. Our findings also open avenues to guide or convert neuroepithelia to highly enriched RPCs by inducing PAX6D expression or to isolate RPCs by targeting PAX6D.


Materials and Methods


hPSCs:


H9 ESC and genetically modified cell lines derived from H9 (PAX6 KO, PAX6D KO, PAX6A TetOn, PAX6D TetOn) were either maintained on irradiated mouse embryonic fibroblast (MEF) feeder (Du et al., 2015) or feeder-free system with Matrigel® or Vitronectin (Yuan et al., 2015). Briefly, cells maintained on MEF were passaged weekly by dispase (1 mg/ml) and plating on MEF (WiCell) with the hPSC culture medium consisting of DMEM/F12 basal medium, 20% KnockOut serum replacement, 0.1 mM β-mercaptoethanol, 1 mM L-glutamine, nonessential amino acids (NEAA), and 4 ng/mL FGF-2. For cells maintained on Matrigel® or Vitronectin, the cells were passaged every 4-5 days by EDTA. Rho Kinase Inhibitor (0.5 μM) was added in E8 to help the survival of hPSCs.


Human Subjects:


The human fetal tissue used in this study was derived from patients who required termination of pregnancy. All procedures were approved by the Ethics Committee of Tongji Hospital affiliated to Tongji Medical College of Huazhong University of Science and Technology, with informed consent. And all human body materials are treated with special care in accordance with the requirements and regulations established by the Ethics Committee. Fetal tissues were obtained within 2 hours after abortion, and the developmental stages of these fetal specimens were determined based on clinical diagnosis and related examinations. After the fetal tissue was obtained, the tissue was preserved in 9% physiological saline, and the retina, lens, brain, and spinal cord in the tissue were separated under a stereo microscope (SZX12, Stereo Microscope, OLYMPUS, Japan) as soon as possible.


Generation of PAX6 KO, PAX6D KO, PAX6A TetOn and PAX6D TetOn Cell Lines:


PAX6 KO and PAX6D KO cell lines were designed by inserting the PGK-Puromycin in exon 8 and exon alpha of the PAX6 gene, respectively, which terminates the normal translation of PAX6 genes early and PAX6D isoform specifically. The PAX6 KO cells were then used to generate PAX6A TetOn and PAX6D TetOn by inserting the TetOn-PAX6A-3×FLAG and TetOn-PAX6D-3×FLAG into the AAVS1 site of PAX6 KO genome.


Genome editing was performed using CRISPR/CAS9 following published method (Chen et al., 2015). Guide RNAs (gRNAs) were designed according to the protocol described by Feng Zhang's laboratory (available at crispr.mit.edu/on the World Wide Web). Briefly, Human H9 cells or H9 derived PAX6 KO cells were cultured in the hPSC medium with Rho Kinase Inhibitor (0.5 μM) for 24 hours prior to electroporation. Cells were digested by TrypLE express Enzyme for 3-4 minutes and harvested in hPSC medium with Rho Kinase Inhibitor. Cells were dispersed into single cells, and 1×107 cells were electroporated with appropriate combination of plasmids in 500 ul of DMEM/F12 medium using the Gene Pulser Xcell System (Bio-Rad) at 250 V, 500 μF in 0.4-cm cuvettes. Cas9 plasmid (15 μg), sgRNA plasmid (15 μg) and donor plasmid (30 μg) were used for electroporation. Cells were subsequently plated onto MEF in 6-well plates in MEF-conditioned hPSC medium with ROCK-inhibitor. The medium was changed to MEF-conditioned medium without ROCK-inhibitor 24 hours later. Three days later after electroporation, puromycin (0.5 μg/ml) was added into the MEF-conditioned medium to select the positive clones for PAX6 KO and PAX6D KO for two weeks. G418 (50 μg/ml) was used to select the positive clones for PAX6A TetOn and PAX6D TetOn derived from PAX6 KO cells. After drug selection, cells were treated with Rho Kinase Inhibitor for 24 hours, and then individual colonies were picked up, mechanically disaggregated and replated onto MEF in 24-well plates in MEF-conditioned hPSC medium with Rho Kinase Inhibitor for the first 24 hours. Positive colonies were identified by genomic PCR and replated onto MEF in 6-well plates with MEF-conditioned hPSC medium.


Forebrain and Retinal Differentiation from hPSCs:


Forebrain neuroepithelial differentiation from hPSCs was performed by dual SMAD inhibition (Chambers et al., 2009). Briefly, hESCs were treated with the neural differentiation medium comprised of DMEM/F12: neurobasal (1:1), 1×N2, 1×B27, 1× nonessential amino acids (NEAA), 1% GlutaMAX, 2 M SB431542 and 2 M DMH1 for 1 week. The culture medium was changed every other day. One day 7, cells were split and replated to fresh MEF in the same neural differentiation medium with Rho Kinase Inhibitor (0.5 μM). Cells were maintained with forebrain differentiation medium by feeding every other day.


Retinal differentiation from human pluripotent stem cells was performed using the published protocol (Zhong et al., 2014). Briefly, hESCs were passaged to Vitronectin-coated plates and cultured to 60-70% confluency. On day 0 of retinal differentiation, cells were enzymatically detached by dispase (1 mg/ml) and cultured in suspension with E8 medium to form embryoid bodies (EB). EBs were gradually transitioned into neural induction medium (NIM) containing DMEM/F12 (1:1), 1% N2 and 1×NEAA by replacing the medium with a 3:1 ratio of E8/NIM on day 1, 1:1 on day 2, and 100% NIM on day 3. On day 7, EBs were seeded onto plates with NIM containing 5% FBS. The medium was changed to NIM one day later and fed with NIM every other day. On day 16 the medium was changed to RDM (retinal differentiation medium) containing DMEM/F12 (3:1) supplemented with 2% B27 (without vitamin A) and 1×NEAA with daily medium change.


qPCR Analysis:


Total RNA was isolated with the RNeasy Plus Mini Kit according to the manufacturer's instructions. For quantitative PCR (qPCR), cDNA was synthesized using PrimeScrip RT Reagent Kit. qPCR was performed using iTaq Universal SYBR Green Supermix. GAPDH gene was used as an internal control to equalize cDNA.


Immunocytochemistry, Western Blotting and Flow Cytometry:


Immunocytochemistry and western blotting were performed as described previously (Huang et al., 2016). In brief, cells on coverslips were fixed in 4% neutral-buffered paraformaldehyde (PFA) for 10 minutes at room temperature. Following rinsing with PBS, they were incubated in 0.2% triton x-100 (in PBS) for 10 min followed by 10% donkey serum (in PBS) at room temperature for 1 hour. They were then incubated with primary antibodies diluted in 5% donkey serum in 0.1% triton x-100 (in PBS) at 4° C. overnight, followed by fluorescently conjugated secondary antibodies at room temperature for 30 minutes. The nuclei were stained with Hoechst. Images were collected with a Nikon A1 laser-scanning confocal microscope. For western blotting, cells were lysed in 1×RIPA and 1× protease inhibitor cocktail. Proteins (15 g) in the supernatant were boiled in SDS-PAGE sample buffer and separated by 10% SDS-PAGE.


Flow cytometry was performed using Transcription Factor Buffer Set which is designed for transcription factor staining following manufacturer's instruction. Briefly, single cells were prepared using TrypLE Express Enzyme and fixed in the fixation buffer provided by the kit at 2-8° C. for 45 min. After 3 washings with the permeable buffer, the primary antibodies (PE-SOX1, V450-SOX2) were added to cells for 45 min at 2-8° C. in a light-tight box. The cells were washed 3 times before analyzed by flow cytometry (BD LSR or BD LSRII). Data analysis was performed using FlowJo.


RNA-Seq, ChIP-Seq and Data Analysis:


RNAs were prepared as for qPCR. The RNA samples (2 μg each) were processed by HiSeq at 1×100 with 3 samples per lane. RNA-Seq was performed at DNA Sequencing Facility in the University of Wisconsin-Madison Biotechnology Center. RNA-Seq data were processed following quality control, mapping and analysis of transcripts using Galaxy following FastQC, HISAT2, Cufflinks and DESeq2 pipelines.


ChIP-Seq samples were prepared by using Magnetic ChIP Kit following manufacturer's instruction. Briefly, the cultures were digested with TrypLE to become single cells and then were crosslinked using 1% formaldehyde provided by the kit. The cells were incubated at room temperature for 10 mins in a chemical fume hood. After incubation, the cells were treated with glycine solution for 5 mins at room temperature. After washing with cold PBS twice, the cells were lysed with the lysis buffer in the presence of protease inhibitors and MNase (provided by the kit to digest DNA). They were then sonicated (three 20-second pulses at 3 watts power) to yield DNA fragments of about 150 basepairs (bp) to 1000 bp. After taking 10 μl samples as an INPUT the rest samples were incubated with 1 μg FLAG antibody in 100 μl IP buffer provided by the kit overnight at 2-8° C. The pull-downs were harvested by ChIP Grade Protein A/G Magnetic Beads. The DNAs recovered from the INPUTs and IPs were submitted to University of Wisconsin-Madison Biotechnology Center for sequencing using HiSeq at 1×100 bp. The Seq data were processed using Galaxy following FastQC, Trimmomatic, Bowtie2 and MACS2 callpeak pipeline. The regional bed files were annotated by PAVIS.









TABLE 1







Reagents and Resources









REAGENT or RESOURCE
SOURCE
IDENTIFIER





Antibodies




C′-PAX6
Covance
Cat# PRB-278P;




RRID: AB_291612


N′-PAX6
Santa Cruz
Cat# sc-32766 X;



Biotechnology
RRID: AB_628107


Pax6 Alexa Fluor ® 488
BD Biosciences
Cat# 561664


SOX2-V450
BD Biosciences
Cat# 561610


SOX1-PE
BD Biosciences
Cat# 561592


VSX2
exalpha
Cat# X1180P


β-Actin
Sigma-Aldrich
A1978;




RRID: AB_476692


SOX2
R&D Systems
AF2018;




RRID: AB_355110


SOX1
R&D Systems
AF3369;




RRID: AB_2239879


Monoclonal ANTI-FLAG ® M2 antibody
Sigma-Aldrich
F1804;




RRID: AB_262044


Alexa Fluor 488 donkey anti-goat IgG (H + L)
Molecular Probes
Cat# A11055;




RRID: AB_142672


Alexa Fluor 546 Donkey Anti-Mouse IgG
Molecular Probes
Cat# A10036;




RRID: AB_2534012


Alexa Fluor 488, Donkey anti-Rabbit IgG (H + L)
Life Technologies
Cat# A21206;




RRID: AB_141708


Alexa Fluor 546 donkey anti-sheep IgG (H + L)
Molecular Probes
Cat# A21098;




RRID: AB_1500708


Alexa Fluor 546 donkey anti-rabbit IgG (H + L)
Life Technologies
Cat# A10040;




RRID: AB_2534016


Biological Samples


Human embryo tissue
Tongji Hospital (see



english.tjh.com.cn on



the World Wide Web



(WWW))


Chemicals, Peptides, and Recombinant Proteins


CHIR99021
Stemgent
Cat# 04-0004-10


SB431542
Stemgent
Cat# 04-0010-10


DMH1
Tocris Bioscience
Cat# 4126


IWR1
Sigma-Aldrich
Cat# I0161


protease inhibitor cocktail
Sigma-Aldrich
Cat# P8340


Rho Kinase Inhibitor
MilliporeSigma
Cat# 555550


Critical Commercial Assays


Magnetic ChIP Kit
Thermo Scientific
Cat# 26157


Transcription Factor Buffer Set
BD Biosciences
Cat# 562574


RNeasy mini kit
QIAGEN
Cat# 74106


PrimeScrip RT Reagent Kit
Clontech
Cat# RR037A


Deposited Data


Experimental Models: Cell Lines


H9 human embryonic stem cells
WiCell Research
WA09



Institute


PAX6 KO cell line derived from H9 hESC
This paper
N/A


PAX6D KO cell line derived from H9 hESC
This paper
N/A


PAX6A TetOn cell line derived from PAX6 KO cell line
This paper
N/A


PAX6D TetOn cell line derived from PAX6 KO cell line
This paper
N/A


Oligonucleotides


Recombinant DNA


PL552
(Chen et al., 2015)
Addgene:




Plasmid #68407


PAX6-Exon8-puromycin donor plasmid
This paper
N/A


PAX6A-3XFLAG-TETON donor plasmid
This paper
N/A


PAX6D-3XFLAG-TETON donor plasmid
This paper
N/A


Software and Algorithms


FlowJo
Available at
RRID: SCR_008520



flowjo.com on the



WWW


Galaxy
Galaxy (available at
RRID: SCR_006281



usegalaxy.org/ on the



WWW)


PAVIS
NIH (available at



manticore.niehs.nih.go



v/pavis2 on the



WWW)


Other


E8
WiCell Research



Institute


Matrigel ®
Coming Life Sciences
Cat# 2014-06-03


Vitronectin
StemCell
Cat# 07180



Technologies


N2
ThermoFisher
Cat# 17502048


B27
ThermoFisher


DMEM/F12 1:1
ThermoFisher
Cat# 11330-057


Neurobasal
ThermoFisher


Dispase
ThermoFisher
Cat# 17105-041


NEAA
ThermoFisher
Cat# 11140050


GlutaMAX
ThermoFisher
Cat# 35050061


FBS


RIPA
Cell Signaling
Cat# 9806S



Technology


TrypLE
ThermoFisher
Cat# 12604021
















TABLE 2





PAX6KO VS WT























tracking_id
gene
WT_1
WT_0
WT_2
KO_0
KO_1
KO_2
sample_1





XLOC_002465
KMO
5.58462
16.448
13.9268
0
0
0.007775
WT


XLOC_014867
VSX2
24.0414
42.2013
44.5609
0.01864
0.034462
0.03074
WT


XLOC_032376
CBR1
4.59249
2.70212
5.44573
0
0.02221
0
WT


XLOC_051344
ALDH1A1
268.278
337.186
344.585
0.785441
0.99738
0.361109
WT


XLOC_019330
HSD17B2
108.573
79.3757
74.2518
0.398511
0.219897
0.130751
WT


XLOC_053625
XIST,
10.1235
32.7084
11.2266
0.126763
0.011328
0.027222
WT



XIST_intron,



Xist_exon4


XLOC_027099
IAH1
6.35612
26.3106
8.48768
0.019664
0
0.107888
WT


XLOC_000776
FOXE3
14.8087
39.8849
41.069
0.132008
0.135586
0.064502
WT


XLOC_023004
TBX2-AS1
8.78707
13.6519
21.7809
0
0.197674
0
WT


XLOC_049879
TYRP1
235.705
54.4611
38.9429
0.425613
0.608062
0.466756
WT


XLOC_021600
TBX2
6.63337
6.93052
16.2837
0.042118
0.107251
0
WT


XLOC_017703
CYP19A1
0.203446
0.452523
0.301805
0
0.00595
0
WT


XLOC_039936
BHMT
37.3323
111.92
120.503
1.15546
0.834651
0.47749
WT


XLOC_014052
DCT
116.653
24.9895
9.93978
0.491043
0.44155
0.740795
WT


XLOC_048042
CLVS1
24.3687
22.2627
29.6563
0.338402
0.408967
0.12562
WT


XLOC_025713
ZNF667-AS1
4.73676
9.32947
4.82475
0
0.01833
0.202607
WT


XLOC_036590
AC020636.2,
1.64049
4.57607
3.36258
0.066074
0.061078
0
WT



CLRN1,



MINDY4B


XLOC_023764
CDH20
37.685
38.8728
33.3169
0.571475
0.836264
0.161578
WT


XLOC_026995
ZNF667
1.0593
3.4673
1.3381
0.073367
0.015706
0
WT


XLOC_002958
AL391650.1
15.5575
10.81
14.5734
0.326529
0.196753
0.116703
WT


XLOC_006922
PITX3
1.52713
5.05783
6.0417
0.053264
0.098475
0.058559
WT


XLOC_034614
SYNPR
15.8505
11.9411
10.1719
0.291191
0.115033
0.234572
WT


XLOC_036565
CP
6.26707
50.9784
42.8121
0.244886
0.895046
0.645878
WT


XLOC_018597
CLEC19A
23.9987
10.9556
18.88
0.693659
0.404247
0.026297
WT


XLOC_030767
IQCA1
3.49601
1.23853
3.80359
0.157587
0.024472
0.019377
WT


XLOC_008243
TYR
6.37815
2.43474
0.474991
0.042033
0.019445
0.159472
WT


XLOC_024400
FAM69C
11.6468
9.87495
8.56703
0.138958
0.278207
0.306086
WT


XLOC_048281
ERICH5
16.2999
41.7988
46.1951
0.503349
1.93694
0.239438
WT


XLOC_033225
CRYBB3
1.85882
7.03654
4.079
0.079355
0.110033
0.174487
WT


XLOC_050766
BARHL1
7.75494
3.28797
51.4482
0.367364
1.01455
0.516136
WT


XLOC_027566
ATP6V1B1
4.78079
11.3255
5.64947
0.156006
0.278237
0.250328
WT


XLOC_001908
PAPPA2
11.3668
17.3899
23.9001
0.554404
1.01577
0.198088
WT


XLOC_040715
ZNF454
1.62015
1.23638
1.42324
0.040327
0.066599
0.040361
WT


XLOC_005323
AL117339.1,
5.32891
7.22129
4.17298
0.202319
0.050182
0.360196
WT



AL117339.2,



AL117339.5,



AL133217.1,



HSD17B7P2,



ZNF37A


XLOC_025547
ZNF528
12.445
18.014
11.5862
0.671718
0.322339
0.603468
WT


XLOC_041138
AC034238.1,
1.17155
1.49775
7.77941
0.09496
0.290675
0.043725
WT



ESM1


XLOC_030921
LAMP5
3.28604
11.1172
8.30284
0.282797
0.420105
0.235206
WT


XLOC_002728
MIR34A,
1.4038
120.464
2.53687
2.12085
1.40552
1.6788
WT



MIR34AHG


XLOC_025503
SIGLEC7
0.157275
0.423744
0.404266
0
0.019089
0.022702
WT


XLOC_017273
AC015712.1,
61.8026
83.4586
50.6442
2.74631
2.67884
3.08856
WT



AC015712.4,



AC015712.5,



AC015712.6,



ALDH1A3


XLOC_048386
AC064802.1
0.102552
4.43215
0.158353
0.053631
0.099148
0.058961
WT


XLOC_048495
AC104257.1
0.095814
8.87889
0.098629
0.24289
0.138958
0.055087
WT


XLOC_005835
PAX2
1.3601
1.26266
2.89939
0.136754
0.064097
0.08609
WT


XLOC_027327
QPCT
2.4727
4.20444
2.60496
0.237099
0.217064
0.037368
WT


XLOC_041832
PPP2R2B,
370.411
12.3097
10.1457
6.91133
7.70502
6.19719
WT



RNA5SP196


XLOC_021142
CCL2
271.652
422.61
418.085
20.6963
19.7372
19.511
WT


XLOC_018051
CTXND1
0.289552
0.322075
0.439449
0.034945
0.025124
0
WT


XLOC_014741
SIX6
11.7499
22.4652
21.0377
1.31962
0.754259
1.16286
WT


XLOC_034205
HRH1
0.728556
2.35439
2.62183
0.083087
0.147918
0.10518
WT


XLOC_043011
AL589740.1
2.83443
1.99495
3.03891
0.26232
0.141783
0.070279
WT


XLOC_026261
AC011447.2,
1.23477
2.09424
1.04945
0.128454
0.047166
0.098661
WT



AC011447.3


XLOC_005448
DKK1
13.6083
16.1791
24.6678
0.691665
2.20212
0.519121
WT


XLOC_020429
ADAMTS18
20.9749
23.2548
27.0867
0.354768
3.82669
0.386582
WT


XLOC_009925
CRYAB
366.654
1347.99
1734.04
50.3919
129.232
41.5954
WT


XLOC_034818
ZPLD1
0.454756
0.348382
0.944384
0.019678
0.072604
0.021541
WT


XLOC_009328
MS4A6A
4.13338
14.4128
33.2609
2.25501
0.751567
0.495463
WT


XLOC_008373
GRIA4
4.46608
10.8139
10.2688
0.697804
0.619828
0.431725
WT


XLOC_008341
CNTN5
2.87317
6.12486
6.60276
0.560839
0.381828
0.155141
WT


XLOC_002706
TNFRSF9
0.955634
5.22558
3.9647
0.210562
0.179023
0.331729
WT


XLOC_024733
ZNF440
2.88092
2.96653
2.67963
0.586055
0.03355
0.007167
WT


XLOC_027565
VAX2
1.61982
2.62167
1.2574
0.166645
0.077023
0.18321
WT


XLOC_049024
ZMAT4
5.32469
8.89905
5.09229
0.778776
0.299055
0.508701
WT


XLOC_002386
TRIM67
0.166249
0.425185
1.14544
0.02324
0.061207
0.05832
WT


XLOC_008662
GLB1L3
0.164977
0.385587
0.696593
0.039122
0.022422
0.043744
WT


XLOC_039183
SFRP2
476.589
775.446
776.525
41.9701
59.0123
71.7994
WT


XLOC_045037
AC004947.2
0.595058
0.301741
0.228407
0.042196
0.019503
0.034793
WT


XLOC_030694
SPHKAP
0.108141
0.243771
0.44131
0.023598
0.036358
0.008647
WT


XLOC_024166
KLHL14
5.4997
7.63757
10.9
0.689436
0.970581
0.514585
WT


XLOC_007296
CCKBR
18.9483
29.6155
16.3185
1.23678
2.56527
2.18641
WT


XLOC_050235
AL353608.3,
14.8368
9.57984
9.86534
0.437383
2.43281
0.394676
WT



PGM5


XLOC_048391
SLC30A8
0.795451
0.053458
1.66155
0.121858
0.096619
0.024714
WT


XLOC_053146
ANOS1
11.8847
12.3872
21.3149
1.53808
1.55263
1.35711
WT


XLOC_030190
CYTIP
0.890241
0.76244
0.753724
0.079225
0.069089
0.088407
WT


XLOC_012216
PMEL
380.885
280.488
177.492
27.7829
20.9788
34.3185
WT


XLOC_053685
HDX
3.01945
3.40599
2.8989
0.231165
0.289983
0.403669
WT


XLOC_049217
CPA6
0.274907
0.721336
0.287373
0.047606
0.029426
0.052338
WT


XLOC_010972
LGR5
19.3417
19.2728
20.0357
1.79896
2.47391
1.65587
WT


XLOC_029247
CYP1B1,
12.7944
15.2601
26.2721
1.77355
2.09612
1.72755
WT



RMDN2-AS1


XLOC_019871
EIF3CL
2.88923
0.208908
0.197669
0.127808
0.126584
0.090328
WT


XLOC_048112
KCNB2
1.51573
1.68034
1.73448
0.177006
0.291676
0.050766
WT


XLOC_012370
CPM,
2.64187
6.95502
4.36488
0.20834
1.17347
0.089223
WT



PRELID2P1


XLOC_040762
AC138035.1
0.275702
4.87749
0.33735
0.331399
0.112627
0.146464
WT


XLOC_030742
AC064852.1,
12.6033
9.78836
10.0916
1.69547
1.00666
0.820057
WT



KCNJ13


XLOC_030425
TMEFF2
40.0945
26.9503
23.8186
5.34252
3.27494
1.51246
WT


XLOC_050331
NTRK2
4.07667
7.93482
8.77045
0.791528
0.741549
0.800643
WT


XLOC_017031
CRABP1
1195.31
2227.35
1893.36
231.873
162.117
220.572
WT


XLOC_020676
ZFP3
0.799269
1.24264
0.965845
0.223275
0.086397
0.051377
WT


XLOC_002160
C1orf186
0.63685
6.86482
5.34159
0.746386
0.256596
0.552408
WT


XLOC_030368
PDE1A
0.908066
2.7045
1.46131
0.280628
0.158035
0.176116
WT


XLOC_037964
MAB21L2
47.595
42.199
40.2181
3.3336
8.70142
3.77638
WT


XLOC_005996
AL133461.1,
69.0599
37.8241
76.9869
7.42752
8.09973
6.86225
WT



INPP5F


XLOC_041354
ANKRD34B
2.39566
1.69226
3.27724
0.257529
0.437512
0.221912
WT


XLOC_010676
GPD1
1.08232
1.40149
1.99675
0.1406
0.265826
0.156384
WT


XLOC_035638
WNT7A
5.38763
3.83589
5.53929
0.284464
1.24591
0.372312
WT


XLOC_005857
ELOVL3
0.278393
1.08916
0.837677
0.156789
0.103525
0.024625
WT


XLOC_016442
GABRG3
5.30885
4.53087
3.7671
0.686877
0.400254
0.677391
WT


XLOC_011052
ALX1
3.42173
1.64595
6.05004
0.505257
0.661662
0.277741
WT


XLOC_042581
MIR5004,
0.059656
0.074733
1.99489
0.069121
0.085339
0.122918
WT



SYNGAP1,



ZBTB9


XLOC_040023
NR2F1
121.883
94.1868
150.864
14.0297
20.7967
13.777
WT


XLOC_050764
CFAP77
12.5485
8.31813
19.407
2.20781
1.96837
1.18565
WT


XLOC_029134
POMC
5.43884
2.014
1.88963
0.193116
0.564571
0.497085
WT


XLOC_010672
AQP5
1.44334
1.67927
2.11868
0.14677
0.213201
0.345772
WT


XLOC_037612
SPP1
205.264
907.926
297.504
44.3401
110.052
36.3142
WT


XLOC_027527
MEIS1
85.4694
87.4353
66.8553
9.0631
10.7953
12.6073
WT


XLOC_027038
ZNF132
0.683199
0.526368
0.67917
0.13304
0.078323
0.055072
WT


XLOC_028175
THSD7B
2.67226
1.08222
1.82101
0.435101
0.319927
0.035385
WT


XLOC_037904
IL15
0.085657
0.318399
0.490296
0.026534
0.077714
0.023108
WT


XLOC_032052
APCDD1L
2.60783
2.44671
2.12832
0.112974
0.77579
0.151569
WT


XLOC_002049
CRB1
2.30468
4.54208
3.18978
0.47868
0.516588
0.469603
WT


XLOC_041731
SPOCK1
145.596
162.91
145.988
20.6471
29.0646
16.7045
WT


XLOC_021787
SPHK1
23.2995
23.0011
37.1734
2.73315
5.2386
4.32917
WT


XLOC_039364
LINC02365
0.869773
2.04544
1.84125
0.29988
0.182768
0.219795
WT


XLOC_013274
PCDH17
3.06463
3.95002
5.43705
0.404765
1.05807
0.381317
WT


XLOC_012994
FGF9
3.59168
3.87117
4.71782
1.09445
0.542489
0.198115
WT


XLOC_046363
DGKB
2.01428
2.09315
4.62416
0.214465
0.618696
0.489471
WT


XLOC_024736
ZNF69
4.05827
3.56241
2.67414
0.928156
0.208263
0.47991
WT


XLOC_045760
FOXP2
5.88623
4.84709
5.1874
0.929759
0.946861
0.631826
WT


XLOC_051664
TNC
213.252
360.119
156.583
27.0482
82.8707
7.52532
WT


XLOC_043359
PPP1R14C
2.46775
7.44666
9.84518
1.11001
1.47113
0.617525
WT


XLOC_009884
SLN
37.5379
17.253
7.92598
2.14181
7.40106
0.728843
WT


XLOC_002245
PROX1
2.4965
5.75226
8.62622
0.853275
0.655323
1.27477
WT


XLOC_013601
GJA3
0.317404
0.736926
0.633042
0.098558
0.095901
0.085543
WT


XLOC_037491
AMBN
13.1172
21.3811
6.3971
2.37706
1.81575
2.70325
WT


XLOC_043013
POU3F2
3.49554
4.31769
5.55051
0.672322
1.03239
0.555893
WT


XLOC_026854
HAS1
0.300599
0.742958
0.50416
0.01383
0.126367
0.121737
WT


XLOC_049110
OPRK1
0.32442
0.271044
0.25725
0.070695
0.048264
0.025511
WT


XLOC_005951
ADRB1
0.676098
0.543138
0.695966
0.049108
0.190659
0.086383
WT


XLOC_041015
SLC45A2
1.66043
0.787502
0.837097
0.270953
0.169311
0.119558
WT


XLOC_007768
P2RX3
11.4484
5.26939
10.4009
1.91682
2.05662
0.67398
WT


XLOC_052548
POU3F4
0.385523
0.485639
0.341154
0.021223
0.163484
0.023332
WT


XLOC_013946
PCDH9
2.76325
2.87375
3.69818
0.498438
0.778085
0.332542
WT


XLOC_008890
SCUBE2
13.2784
5.16013
8.37681
1.11418
1.9466
1.56159
WT


XLOC_039304
HPGD
3.95569
6.09741
1.37806
0.628612
1.17793
0.172886
WT


XLOC_015380
SLC7A8
121.946
126.791
162.96
27.4085
23.3139
21.0448
WT


XLOC_006001
PLPP4
7.78586
3.5804
4.4459
0.314801
1.86296
0.59
WT


XLOC_045083
GHRHR
1.17316
0.501402
2.24275
0.175292
0.324078
0.192718
WT


XLOC_034738
EPHA3
6.93189
6.01915
5.04062
1.26215
1.38313
0.634421
WT


XLOC_051434
LINC01508
1.16349
1.82433
1.59586
0.681035
0.119913
0.035654
WT


XLOC_002251
KCNK2
2.34228
3.29868
2.04425
0.363569
0.661815
0.37967
WT


XLOC_017507
GJD2
1.86204
3.68614
4.5392
0.232546
1.48683
0.127831
WT


XLOC_020114
CBLN1
2.041
5.46001
6.42341
1.36519
1.08027
0.118286
WT


XLOC_003943
AC239809.3
0.428285
0.493307
0.192264
0.044778
0.097086
0.063295
WT


XLOC_012012
AMIGO2
3.45442
4.11641
4.20926
0.662173
0.973802
0.548318
WT


XLOC_027037
AC012313.5
0.258241
0.461412
0.454127
0.101289
0.03121
0.086611
WT


XLOC_037223
LINC02506
6.23974
51.9183
13.6307
7.62237
2.99343
2.90291
WT


XLOC_025549
ZNF578
0.415504
0.660463
0.38739
0.128756
0.078826
0.070702
WT


XLOC_003160
COL9A2
66.9667
40.0417
68.2401
9.52235
12.0478
12.0696
WT


XLOC_032087
GATA5
0.416305
0.300992
0.128562
0.054428
0.060376
0.047871
WT


XLOC_018083
HOMER2
58.9068
72.7643
58.6159
14.1783
11.8055
10.6426
WT


XLOC_006181
GATA3-AS1
0.309749
0.111203
0.606512
0.025918
0.108609
0.064331
WT


XLOC_036866
SST
95.6846
43.2791
93.8272
20.2596
22.4615
2.39652
WT


XLOC_001171
VCAM1
8.95852
10.043
10.7981
1.87309
1.34404
2.55954
WT


XLOC_041413
LINC00461,
25.0832
13.5245
14.908
2.10078
6.15445
2.12843
WT



MIR9-2


XLOC_036625
AC108729.3,
27.0835
230.605
21.8681
15.8527
23.2701
15.1243
WT



PLCH1


XLOC_027645
AC011754.1,
51.0326
63.5114
84.49
13.8058
10.4825
14.3959
WT



CTNNA2


XLOC_032532
U2AF1L5
40.9568
0.70273
16.055
1.15162
0.449138
9.77284
WT


XLOC_043065
NR2E1
8.03942
8.30737
5.79257
1.04822
1.67724
1.67425
WT


XLOC_038190
ZFP42
4.22012
5.08016
0.303557
0.217735
1.37515
0.31579
WT


XLOC_049746
MAFA
0.615728
1.59732
0.741452
0.206569
0.146021
0.240463
WT


XLOC_001567
SPRR3
1.80877
2.14418
0.038401
0.201684
0.528135
0.073914
WT


XLOC_038812
SNCA
120.444
90.172
102.326
24.1095
22.0605
17.3679
WT


XLOC_051436
DIRAS2
1.58807
0.610146
0.494273
0.142896
0.336471
0.075135
WT


XLOC_042949
HTR1E
3.93668
0.968023
0.721655
0.197415
0.899408
0.062011
WT


XLOC_025172
AC020928.1
2.74776
3.61071
2.65458
0.654476
0.736452
0.466231
WT


XLOC_004746
SUSD4
3.80688
5.08067
6.9578
0.657414
1.50561
1.13032
WT


XLOC_046915
SEMA3E
16.2428
10.2963
8.49356
0.847081
5.80519
0.668985
WT


XLOC_012705
TBX3
3.01063
1.33223
3.04844
0.229944
1.23852
0.082164
WT


XLOC_004935
GREM2
0.745461
0.730919
0.535223
0.157251
0.230156
0.036017
WT


XLOC_044557
MOXD1
6.29193
9.72216
8.92068
2.24031
2.22334
0.881091
WT


XLOC_021148
TMEM132E
1.40988
0.486328
0.913432
0.177407
0.362391
0.073125
WT


XLOC_030096
NXPH2
3.28156
2.97772
2.0694
0.40198
1.08618
0.339954
WT


XLOC_035763
HSPD1P6
3.67747
0.422261
0.017363
0.15878
0.594349
0.155168
WT


XLOC_000763
DMBX1
0.399692
0.713761
0.602804
0.136058
0.224676
0.021369
WT


XLOC_008424
NCAM1
33.6777
64.3546
60.4432
10.2619
15.6837
10.8451
WT


XLOC_019146
LRRC36
0.082067
1.9616
0.160277
0.044185
0.218009
0.251872
WT


XLOC_049099
PXDNL
0.175017
0.236865
0.356232
0.069786
0.046767
0.063936
WT


XLOC_030539
FZD5
6.3426
16.7834
14.869
2.12749
1.91867
4.93247
WT


XLOC_031027
SYNDIG1
1.17031
1.60609
1.62468
0.258288
0.581328
0.208485
WT


XLOC_003694
VAV3
7.82057
7.47898
7.65401
1.78451
1.96246
1.73747
WT


XLOC_051965
STS
2.61304
1.7908
2.56444
0.64114
0.824413
0.203329
WT


XLOC_037731
EGF
6.09219
7.1877
11.2359
2.36871
1.34669
2.1663
WT


XLOC_001154
PALMD
4.296
3.60518
3.41303
1.18303
1.43369
0.098937
WT


XLOC_038913
COL25A1
2.676
4.13148
6.52599
0.782579
1.57097
0.861524
WT


XLOC_039460
ADAMTS16
3.25299
8.01238
12.5486
1.5952
3.13699
1.03624
WT


XLOC_047896
C8orf4
40.6436
47.2069
50.5633
6.11582
21.9563
5.52496
WT


XLOC_023770
TNFRSF11A
0.265996
0.364042
0.518576
0.084356
0.078018
0.118104
WT


XLOC_049601
HAS2
3.02918
1.83986
1.75799
0.573686
0.783415
0.272354
WT


XLOC_014587
LRFN5
0.98166
0.563432
5.00363
0.472748
0.853526
0.284234
WT


XLOC_023424
APCDD1
46.322
33.9943
47.0792
9.35286
18.6627
3.39273
WT


XLOC_009539
FGF19
0.90998
1.37229
1.03953
0.127677
0.525744
0.178652
WT


XLOC_015770
SLC8A3
0.091533
0.567282
0.479065
0.173045
0.058317
0.054261
WT


XLOC_009129
CHRM4
2.88468
0.323874
0.491631
0.29972
0.480236
0.175741
WT


XLOC_043180
HEY2
3.19684
2.59449
1.69281
0.530738
0.927716
0.485845
WT


XLOC_050369
C9orf47,
10.2433
24.3117
16.6353
4.7981
4.99107
3.58054
WT



S1PR3


XLOC_046916
SEMA3A
52.7525
42.2479
39.8948
8.52092
16.726
10.0119
WT


XLOC_048409
COL14A1
2.59648
2.10468
3.61912
0.460902
1.45697
0.257723
WT


XLOC_002599
AL645608.1
2.45427
1.86025
2.54578
0.488773
1.13383
0.173673
WT


XLOC_003586
BARHL2
0.477336
0.364019
2.26894
0.205578
0.434366
0.177582
WT


XLOC_048138
PI15
0.068439
1.31193
1.01489
0.314169
0.099225
0.218654
WT


XLOC_027354
PKDCC
58.0919
68.659
69.506
11.9625
20.0005
19.9681
WT


XLOC_038957
NDST4
3.22527
4.07553
4.92237
1.7951
1.11636
0.347472
WT


XLOC_049191
AC022639.1
8.38118
4.04769
7.61059
0.648089
2.11512
2.60208
WT


XLOC_041939
EBF1
2.97424
1.79056
3.44582
0.773864
0.942278
0.494704
WT


XLOC_006501
VSTM4
0.979693
1.27858
1.48134
0.443312
0.329921
0.236163
WT


XLOC_008690
MIR210HG
6.51315
6.97106
7.4745
2.77394
2.69544
0.191988
WT


XLOC_044977
AC019117.2,
19.6648
19.1669
25.2133
5.04766
7.82262
4.5123
WT



AC019117.3,



AHR


XLOC_003656
PLPPR5
1.28076
0.491917
0.886722
0.188502
0.288333
0.248451
WT


XLOC_038031
AC098679.1,
3.11484
5.06845
3.68229
1.74153
0.921543
0.575133
WT



TMEM144


XLOC_003193
AC099795.1,
302.092
424.578
349.152
124.511
114.662
56.2061
WT



SLC2A1


XLOC_034650
MITF
15.5231
10.5048
6.80536
3.73951
1.97018
3.37833
WT


XLOC_039653
SLC1A3
27.2071
12.7288
10.1635
2.6237
9.54537
1.71148
WT


XLOC_013909
CNMD
1.06774
1.95535
1.94698
0.433365
0.300449
0.643193
WT


XLOC_045036
AC004540.1
14.9465
10.2668
11.4451
2.86409
4.07977
3.27308
WT


XLOC_038757
AC067942.1,
8.80269
4.40508
5.31176
1.83023
2.31706
1.03181
WT



TMEM150C


XLOC_036882
CLDN1
50.106
58.8008
66.9105
18.1049
21.5352
9.55423
WT


XLOC_003759
KCND3
0.403729
0.196148
0.198671
0.06339
0.103425
0.059519
WT


XLOC_050248
MAMDC2
13.1192
37.5715
35.6402
8.35042
7.5923
8.6863
WT


XLOC_050264
ANXA1
182.386
241.636
170.57
44.5624
84.8142
41.0541
WT


XLOC_017955
STRA6
14.5523
9.21717
8.73985
2.94136
4.71492
1.6847
WT


XLOC_013753
SMAD9
9.16316
9.65936
15.792
2.85978
3.42595
3.77105
WT


XLOC_019804
CRYM
6.70859
2.20224
6.2092
2.11623
1.02934
1.24895
WT


XLOC_038358
NKX3-2
1.22611
0.343896
1.52837
0.430815
0.305628
0.165224
WT


XLOC_035320
NLGN1
10.4027
13.5132
20.5439
3.90659
3.78384
5.30042
WT


XLOC_005819
CNNM1
1.38068
1.36346
0.935558
0.300308
0.548339
0.227938
WT


XLOC_051394
C9orf64
0.322402
1.69626
1.4076
0.255813
0.322465
0.424607
WT


XLOC_047676
SLC7A2
2.4262
2.09633
1.88957
0.553976
0.924381
0.39956
WT


XLOC_031614
BFSP1
1.78674
1.53542
1.82098
0.410567
0.68674
0.413244
WT


XLOC_028345
DLX1
2.18658
2.13871
1.68289
0.511862
0.908125
0.34467
WT


XLOC_004684
AC011700.1,
0.984624
0.548826
0.787837
0.262949
0.276082
0.143138
WT



PROX1-AS1


XLOC_044494
MAN1A1
11.7561
8.84561
8.97651
2.55425
3.32955
2.83191
WT


XLOC_036549
PLSCR1
20.3379
23.2319
15.3891
6.33228
7.30574
3.81245
WT


XLOC_052577
PCDH11X
2.09792
1.4106
1.91599
0.489946
0.58398
0.538911
WT


XLOC_006438
CXCL12
14.1143
5.72239
6.24446
2.08741
4.14918
1.52762
WT


XLOC_034437
ZNF501
4.15659
3.97023
3.78555
1.24516
1.39296
0.928463
WT


XLOC_013669
SHISA2
13.3832
15.9522
8.82117
3.79089
4.16529
3.55388
WT


XLOC_011800
LMO3
33.4883
20.0635
30.1137
5.48863
9.67963
10.0803
WT


XLOC_044069
RCAN2
8.89083
14.0988
16.9536
4.0152
4.82664
3.21937
WT


XLOC_009023
LGR4
79.6971
89.8947
100.005
21.699
36.8237
23.3668
WT


XLOC_038688
CXCL5
0.309223
0.935753
1.82205
0.267663
0.103094
0.564018
WT


XLOC_040718
ZNF354C
3.56214
4.4131
3.65209
1.48631
1.10653
0.9596
WT


XLOC_035875
CSPG5
6.19783
7.13338
5.1209
2.08813
3.11037
0.440654
WT


XLOC_003270
FOXD2-AS1
0.669449
1.16293
1.43382
0.429154
0.323629
0.248324
WT


XLOC_005547
COL13A1
8.17538
6.57123
11.3643
2.21423
3.93888
1.86529
WT


XLOC_020764
USP43
2.19927
2.23353
2.45209
0.506672
0.926482
0.682065
WT


XLOC_019328
AC099524.1,
3.7346
2.84576
1.96519
0.957443
1.18674
0.482154
WT



PLCG2,



RN7SKP176


XLOC_039480
ADCY2
21.3065
25.7335
32.2693
7.23576
11.0972
6.3124
WT


XLOC_004455
FAM129A
3.98387
3.30211
2.84975
1.57121
1.15706
0.441431
WT


XLOC_027332
CYP1B1-AS1,
0.754595
0.634051
0.475692
0.099235
0.311183
0.17336
WT



RPL7P12


XLOC_002198
MIR205,
134.681
25.2045
1.12706
4.0217
39.4582
7.92563
WT



MIR205HG


XLOC_010645
WNT1
2.32214
3.56237
12.7121
2.68864
1.65239
1.60969
WT


XLOC_034696
ROBO2
36.7143
29.1239
32.3251
9.79255
8.79265
12.8319
WT


XLOC_000241
CLCN6,
104.284
9.35444
11.6016
9.38111
15.0175
16.2436
WT



NPPA-AS1,



NPPA-AS1_1,



NPPA-AS1_2,



NPPA-AS1_3


XLOC_039386
AC018709.1,
0.737531
1.38922
1.7777
0.385704
0.404767
0.477051
WT



F11-AS1,



MTNR1A


XLOC_053212
RAI2
2.66474
2.35815
3.02092
0.555775
1.29099
0.765886
WT


XLOC_052663
PLP1
101.388
65.3794
58.1229
21.2014
33.8691
17.9833
WT


XLOC_039466
LINC01018
1.13458
1.0697
0.850288
0.206416
0.488893
0.297852
WT


XLOC_017654
GATM
12.517
16.0119
17.134
5.22856
5.40735
4.24186
WT


XLOC_047223
GPR37
6.98319
5.81067
5.38903
1.12652
3.11552
1.68518
WT


XLOC_003629
ABCA4
3.30242
0.849506
0.930069
0.585848
0.76658
0.308843
WT


XLOC_010433
PDE3A
4.82166
3.41033
3.47629
0.845054
2.31846
0.671227
WT


XLOC_026186
CPAMD8
18.8752
17.1836
30.3108
6.43773
8.12333
7.33791
WT


XLOC_038828
UNC5C
4.8716
3.9903
5.9887
1.83955
2.05809
1.01298
WT


XLOC_006249
CUBN
0.43488
0.614983
0.773097
0.159042
0.177646
0.268887
WT


XLOC_034292
LRRC3B
5.47996
5.31703
7.38437
1.18094
2.98884
1.88691
WT


XLOC_053223
ADGRG2
0.329738
0.394517
0.52786
0.091997
0.207805
0.11795
WT


XLOC_011232
WSCD2
0.548137
1.06166
1.80662
0.3877
0.569676
0.18264
WT


XLOC_037288
LIMCH1
15.1102
26.4054
23.2633
4.80342
5.6498
11.3906
WT


XLOC_024145
DSC3
7.46024
5.82594
7.47786
0.914163
4.28711
1.81923
WT


XLOC_037647
BMPR1B
5.4436
6.14906
5.56825
1.96289
1.80047
2.06573
WT


XLOC_002435
GPR137B
14.2021
16.6504
17.7312
4.28355
7.38344
4.86428
WT


XLOC_007098
TCERG1L
7.90809
7.59907
9.50597
2.31325
3.95575
2.28896
WT


XLOC_039218
FAM198B
12.132
23.6829
21.6214
5.08216
10.7467
3.86605
WT


XLOC_050847
UAP1L1
2.26919
2.88792
1.83242
0.719446
0.574443
1.13204
WT


XLOC_049164
CA8
6.18118
9.56937
12.5402
3.07264
2.60219
4.1673
WT


XLOC_011248
FAM222A
4.12358
5.19282
4.7307
1.46199
2.24513
1.23364
WT


XLOC_028509
PLCL1
0.336936
1.68793
1.59929
0.40633
0.383856
0.486403
WT


XLOC_038748
RASGEF1B
3.3694
4.66104
3.63024
1.32815
1.49526
1.28724
WT


XLOC_049806
DMRT3
33.7659
21.6655
28.0668
12.7937
9.80345
6.84585
WT


XLOC_044981
HDAC9
32.5955
34.5943
28.1826
8.1358
10.736
14.9456
WT


XLOC_034156
BHLHE40
28.7412
23.1729
21.563
6.4183
14.7712
5.06271
WT


XLOC_012486
LUM
55.1738
29.3758
34.8269
7.63191
28.7091
6.42993
WT


XLOC_017508
ACTC1
244.194
242.898
338.343
37.584
210.993
47.443
WT


XLOC_023287
NOTUM
2.79202
1.27364
1.8554
0.582345
0.961031
0.602072
WT


XLOC_047196
TSPAN12
11.4086
19.9723
13.6718
4.51696
5.83577
5.98992
WT


XLOC_028947
AC079779.3
0.430747
0.227429
0.527458
0.342024
0.063659
0.028894
WT


XLOC_015553
LINC00648
3.59956
2.56034
3.75192
1.60875
0.960154
1.10362
WT


XLOC_003678
OLFM3
26.1028
18.3198
18.3622
7.96972
4.76296
10.5544
WT


XLOC_031529
RASSF2
6.40228
6.28884
5.08508
2.0242
2.82447
1.78624
WT


XLOC_007421
LDHA
347.627
1058.17
681.095
344.764
216.675
218.737
WT


XLOC_004771
AL117348.1,
5.19131
11.1679
5.11138
2.10458
4.92555
1.03457
WT



LEFTY2


XLOC_018419
IL32,
8.52227
24.9515
18.2384
3.80855
9.37305
6.42134
WT



RNU1-125P


XLOC_044600
MAP7
6.74022
5.61752
4.8171
2.22027
2.97163
1.36232
WT


XLOC_011113
SOCS2
27.709
22.6784
24.1992
9.6694
10.5514
8.41716
WT


XLOC_029655
FOXI3
3.17654
6.6982
4.35328
2.12156
1.2951
2.0464
WT


XLOC_025709
ZNF542P
10.593
16.7723
11.3415
4.3728
5.83969
4.84302
WT


XLOC_035892
PFKFB4,
31.7161
45.5772
39.6038
22.5264
15.1506
7.79895
WT



UCN2


XLOC_045084
ADCYAP1R1
0.799808
0.711924
0.849815
0.246107
0.420302
0.253653
WT


XLOC_054143
GABRA3
11.2281
6.73985
7.95941
3.24652
4.51821
2.35408
WT


XLOC_008272
NAALAD2
12.4697
6.18758
8.54354
3.37622
3.82636
3.43264
WT


XLOC_044991
ITGB8
2.96968
3.55486
5.29928
1.22536
1.7833
1.6292
WT


XLOC_054197
MPP1
5.29993
5.48431
5.71707
2.4062
2.59479
1.49679
WT


XLOC_042802
FAM83B
4.43091
1.89135
1.16619
0.368648
2.1339
0.453543
WT


XLOC_001178
S1PR1
64.1762
39.7235
53.4509
16.0314
27.8809
18.2603
WT


XLOC_048061
MIR124-2HG
2.57438
2.21446
2.93261
0.876443
1.1928
0.982823
WT


XLOC_049026
SFRP1
151.711
117.435
97.2726
33.3748
62.8436
48.9459
WT


XLOC_049157
TOX
16.1585
21.7295
21.9477
6.26663
9.02873
8.47557
WT


XLOC_016660
WDR76
11.088
15.245
10.4123
7.49297
5.27396
1.83107
WT


XLOC_034147
CNTN4
15.5597
9.57895
10.8966
4.68208
6.66433
3.00201
WT


XLOC_030666
SCG2
16.4828
3.08644
2.8295
3.75284
4.169
1.02544
WT


XLOC_006553
RHOBTB1
21.4776
19.1662
28.446
7.49639
13.3863
6.86625
WT


XLOC_028877
ACKR3
135.064
81.1788
72.4411
25.9663
63.9494
26.5325
WT


XLOC_043536
TUBB2A
58.1457
108.694
84.0267
31.8392
42.4562
27.0697
WT


XLOC_036181
DCBLD2
109.374
184.897
157.895
55.3599
73.8355
54.1726
WT


XLOC_001874
SUCO
30.9669
40.0632
47.0039
15.7845
18.9654
13.3222
WT


XLOC_048183
AC015522.1
23.893
16.9284
17.7133
7.23568
14.5014
2.13915
WT


XLOC_048884
STC1
20.3656
24.8686
37.6981
17.2469
9.99402
6.77039
WT


XLOC_027617
HK2
18.6123
27.2675
32.8217
17.2275
8.62266
6.46639
WT


XLOC_007792
FAM111B
3.37129
4.88065
2.38837
2.55485
1.44491
0.383996
WT


XLOC_006019
HTRA1
82.0626
110.945
168.516
43.3549
66.0043
40.1356
WT


XLOC_024146
DSC2
33.3603
31.4661
27.7113
10.736
15.8787
11.7608
WT


XLOC_011021
SYT1
21.0069
24.2448
21.1858
6.77428
7.73422
13.2987
WT


XLOC_048829
MTUS1
10.4964
5.65363
4.1125
2.9256
4.05888
1.50429
WT


XLOC_014133
EFNB2
120.975
80.3742
100.888
34.8005
55.8196
36.7636
WT


XLOC_000084
AL645608.3,
3.69182
3.41905
3.57084
1.64182
1.66391
1.21103
WT



AL645608.5


XLOC_005777
PLCE1
1.7972
3.12194
4.2477
1.23436
1.12803
1.53664
WT


XLOC_023843
TSHZ1
4.84742
3.26612
4.05506
2.05507
2.22777
0.905298
WT


XLOC_040879
CTNND2
120.806
99.3195
145.827
42.6494
50.8711
62.7772
WT


XLOC_031878
MAFB
5.94784
5.82267
9.32437
5.04695
1.84655
2.23201
WT


XLOC_046371
SOSTDC1
6.21325
5.41999
7.58281
3.49217
2.62015
2.22095
WT


XLOC_013777
LHFPL6
42.1751
40.9514
39.9569
13.7108
24.8934
15.0136
WT


XLOC_025056
AC011504.1,
4.70552
4.95074
4.79504
1.35452
2.38753
2.55534
WT



ZNF536


XLOC_026645
AC245748.1,
8.96518
10.3917
7.79196
3.94586
3.89789
4.05486
WT



AC245748.2,



ZNF112,



ZNF229,



ZNF285


XLOC_038883
CXXC4
13.0536
14.411
17.3101
5.97946
8.61889
5.04901
WT


XLOC_040599
GABRP
112.341
8.14752
0.311498
0.818228
51.5757
0.690326
WT


XLOC_036879
P3H2
92.3843
144.675
162.79
60.5479
57.382
58.1662
WT


XLOC_053052
DUSP9
4.17997
3.20362
3.76154
1.46141
2.09033
1.38697
WT


XLOC_004061
S100A6
42.6249
137.51
92.1337
31.4031
50.2319
39.2016
WT


XLOC_010923
HMGA2
152.861
173.045
160.431
71.7923
79.1206
65.2216
WT


XLOC_051104
CNTFR
96.1047
80.3847
90.7169
25.9832
44.0011
48.7749
WT


XLOC_000284
EFHD2
36.94
33.3531
33.7508
13.5763
19.0367
13.7297
WT


XLOC_006336
JCAD
1.88659
0.991218
1.77873
0.380901
1.37374
0.321158
WT


XLOC_004451
COLGALT2
18.8059
26.6688
34.1965
12.3101
10.3728
12.8618
WT


XLOC_023416
RAB31
39.4445
54.2819
58.6251
23.1114
30.7347
14.4563
WT


XLOC_039312
GPM6A
142.331
112.945
123.321
43.4944
59.2376
67.203
WT


XLOC_004870
SIPA1L2
18.0438
20.8893
22.3521
7.37544
10.4743
9.66297
WT


XLOC_028224
LYPD6B
13.0726
7.89584
6.28749
4.33828
4.85202
3.10465
WT


XLOC_005776
SLC35G1
12.0153
14.9362
16.9652
7.15247
5.82505
6.86676
WT


XLOC_042028
STC2
39.4103
108.815
94.6436
38.0803
34.8066
37.3934
WT


XLOC_003817
VTCN1
27.6071
6.08625
0.933748
0.635095
14.6027
0.54317
WT


XLOC_044280
ME1
1.86822
2.88857
2.22209
1.06733
1.38128
0.749188
WT


XLOC_054067
SOX3
38.6166
35.9208
45.9488
18.2425
14.315
22.6855
WT


XLOC_002921
ID3
364.53
373.319
384.034
205.614
166.384
142.731
WT


XLOC_003395
KANK4
14.5551
7.01567
9.79076
4.66697
7.34944
2.43661
WT


XLOC_022130
GAS7
20.1311
18.4577
28.9587
7.17824
14.8447
9.18089
WT


XLOC_051379
TLE1
71.3807
56.8456
47.3123
25.3284
35.7639
20.0236
WT


XLOC_009139
LRP4
28.067
23.2697
24.7974
12.7122
12.4672
10.0552
WT


XLOC_042929
PRSS35
9.9522
9.68062
11.5052
3.93552
4.98336
5.51723
WT


XLOC_003035
FABP3
39.2522
53.8655
39.3438
15.6095
20.9996
24.8469
WT


XLOC_009886
SLC35F2
10.758
2.90873
1.26999
0.868084
4.87141
1.19852
WT


XLOC_031273
AL121776.1,
20.1298
13.4078
10.5815
6.29469
8.33691
5.90384
WT



EYA2


XLOC_027092
ID2
373.105
325.418
419.779
205.248
192.706
122.606
WT


XLOC_007077
ADAM12
1.32462
1.23995
2.57228
0.912305
1.02765
0.454177
WT


XLOC_007101
BNIP3
116.414
159.143
193.044
96.4058
67.7156
54.3568
WT


XLOC_006989
AFAP1L2
8.82838
5.41901
8.72423
2.93265
4.89531
2.90856
WT


XLOC_011223
BTBD11,
2.48152
2.91672
4.6216
1.3548
2.35844
0.981648
WT



Y_RNA


XLOC_036975
ZNF595
6.35102
7.28331
6.95044
3.03907
3.38489
3.23104
WT


XLOC_028204
TEX41
0.040081
2.34675
0.378411
0.659828
0.257957
0.380668
WT


XLOC_048252
ESRP1
15.7248
8.69141
0.520227
1.83753
7.89879
2.02362
WT


XLOC_001688
IFI16
3.77043
7.85987
4.36094
2.47178
3.34622
1.72406
WT


XLOC_044959
ARL4A
17.9735
17.0069
14.9066
6.98548
7.51579
9.06534
WT


XLOC_006957
SORCS1
8.62962
10.8838
14.1475
5.93184
5.45304
4.71167
WT


XLOC_040308
TGFBI
200.093
29.0639
14.9265
7.35185
104.66
5.53227
WT


XLOC_040646
MSX2
31.0896
24.3893
33.8733
15.8631
17.3248
9.90947
WT


XLOC_048007
LYN
7.32157
10.3433
8.41474
3.87391
5.15716
3.70487
WT


XLOC_012876
TMEM132D
5.48048
5.53652
9.67775
3.3135
4.61815
2.24926
WT


XLOC_037005
FGFR3
44.4408
26.2556
44.8459
9.20196
18.6645
28.9767
WT


XLOC_039416
PLEKHG4B
28.082
30.4153
29.5133
14.1691
13.2916
15.9762
WT


XLOC_031885
EMILIN3
13.65
11.6531
15.0838
8.61827
6.86967
4.52668
WT


XLOC_025480
MYH14
17.9398
12.3933
8.72256
3.7543
10.287
5.38826
WT


XLOC_053141
PUDP
29.7026
20.9633
33.8383
15.2146
14.4205
12.463
WT


XLOC_011663
SLC2A3
464.036
227.674
184.273
72.7496
286.109
78.3052
WT


XLOC_015234
KIF26A
3.85465
3.16346
4.29761
3.79642
10.6498
8.18542
WT


XLOC_011044
TMTC2
8.37129
7.04274
6.2335
9.05075
12.5765
21.8112
WT


XLOC_052987
AFF2
9.11706
7.77758
12.4398
16.8524
18.2056
23.9891
WT


XLOC_052880
PHF6
54.5569
51.5495
52.6784
103.632
96.5019
119.661
WT


XLOC_038761
SCD5
54.105
32.4238
43.8686
86.6284
80.5695
95.8552
WT


XLOC_026220
JUND
76.9367
58.9676
95.3929
83.3279
122.113
262.524
WT


XLOC_023877
NFATC1
4.83723
3.43985
4.79764
6.71892
6.71465
13.0217
WT


XLOC_024463
CDC34
72.5812
73.4232
90.1597
133.151
131.689
213.41
WT


XLOC_054058
FGF13
23.3113
23.436
25.4074
38.3834
48.0407
60.0019
WT


XLOC_054039
MMGT1
10.6187
11.1085
10.8511
22.3967
21.0978
22.6986
WT


XLOC_020149
AC007906.2
3.04474
4.98234
10.8918
19.1593
11.206
8.08555
WT


XLOC_000135
PRDM16
14.4241
11.5181
14.8482
24.2037
28.4051
30.7423
WT


XLOC_034496
KLHDC8B
89.2608
66.6087
95.6019
128.112
173.384
213.239
WT


XLOC_030700
DNER
19.8836
12.5189
11.532
22.448
36.9702
30.6572
WT


XLOC_021959
RTN4RL1
6.41516
4.7094
7.14963
12.6978
12.1662
12.9241
WT


XLOC_053962
ELF4
7.2023
4.58935
6.3294
9.36416
17.4292
10.7778
WT


XLOC_036851
DGKG,
19.0948
15.8323
26.6101
20.7874
41.7254
65.1184
WT



ETV5


XLOC_007351
ADM
5.22835
9.08988
10.8682
18.6967
14.872
18.9515
WT


XLOC_030393
TFPI
28.0628
49.8402
72.3747
114.022
69.8086
130.292
WT


XLOC_045032
NFE2L3
21.9362
16.2081
18.861
44.3013
42.6996
32.1673
WT


XLOC_008588
PKNOX2
36.5336
25.577
38.1836
63.1011
87.0611
59.6187
WT


XLOC_048193
CA2
46.3375
65.5845
84.7922
154.768
110.287
147.189
WT


XLOC_053815
MORC4
9.62064
9.91422
10.367
17.9793
22.3333
22.4979
WT


XLOC_040597
KCNIP1
8.63696
4.44387
11.0611
16.3806
24.6756
9.69929
WT


XLOC_031446
PPDPF
171.891
130.648
197.12
307.787
249.93
500.784
WT


XLOC_001360
NBPF26
3.82194
3.14481
5.75055
7.10454
9.49809
10.3706
WT


XLOC_053006
MAMLD1
3.23
2.36486
3.42337
5.65034
8.46834
5.01126
WT


XLOC_035138
C3orf58
11.0446
13.1223
13.3748
19.4027
25.8112
34.5008
WT


XLOC_035718
EOMES
1.89088
4.26007
1.36317
5.18376
8.41972
2.41592
WT


XLOC_041572
CDO1
54.537
58.1313
81.2553
117.738
123.911
172.199
WT


XLOC_053840
CAPN6
53.7524
50.2521
35.7015
80.8738
122.236
95.2684
WT


XLOC_052847
OCRL
17.3435
19.6148
23.3017
41.2117
38.7067
49.3023
WT


XLOC_024713
LDLR,
26.8963
32.2207
30.3653
35.251
49.3324
107.334
WT



MIR6886


XLOC_050476
GALNT12
22.4471
13.5945
26.3889
52.9317
48.0713
34.5528
WT


XLOC_051615
LPAR1
8.88699
4.56556
6.04646
18.0084
12.243
12.2431
WT


XLOC_038678
ADAMTS3
1.41731
2.18983
2.41307
5.50186
4.4331
3.30322
WT


XLOC_043700
HIST1H1C
7.05921
6.86671
12.4486
10.1674
12.6994
35.3308
WT


XLOC_008078
FOLR1
6.36364
7.46499
8.31793
18.0765
11.7625
19.1518
WT


XLOC_046906
SEMA3C
55.9545
36.8157
81.8943
155.247
164.452
66.6996
WT


XLOC_002145
CNTN2
3.65929
3.05096
2.60199
10.3732
6.17839
4.12765
WT


XLOC_005982
AL354863.1
39.2131
25.4606
20.3032
88.0046
52.2735
48.8231
WT


XLOC_002143
NFASC
2.18191
1.86701
2.09763
5.3183
5.62301
2.77272
WT


XLOC_004604
BLACAT1,
31.3434
36.2722
22.3452
62.4107
88.9478
49.5512
WT



LEMD1


XLOC_023130
BTBD17
4.75019
2.78016
3.04609
9.30145
8.5229
5.83836
WT


XLOC_053821
TSC22D3
22.2958
24.1012
24.4761
45.6652
50.2699
63.2403
WT


XLOC_000957
GADD45A
21.0363
31.0184
26.6929
42.5988
33.7499
102.592
WT


XLOC_045574
GNG11
1.86665
2.82708
3.10673
6.40457
5.52396
5.86769
WT


XLOC_052690
FRMPD3
1.1497
0.932159
1.3669
1.80633
2.93777
3.14082
WT


XLOC_052629
TCEAL2
19.9932
6.70028
21.5307
41.2382
32.9835
36.1429
WT


XLOC_046843
CLDN3
9.13919
5.96728
9.35964
13.4217
15.7968
27.0659
WT


XLOC_052878
CCDC160
13.1492
9.10177
12.0863
21.0438
23.8397
34.1269
WT


XLOC_025629
PRKCG
3.95921
2.16936
3.70145
6.22587
6.35995
10.1207
WT


XLOC_042340
HIST1H2BD
9.99424
9.24429
18.8462
10.5886
29.9465
47.5109
WT


XLOC_028258
GALNT5
2.93333
0.900819
1.33843
3.68405
6.51704
1.88076
WT


XLOC_036012
IL17RD
23.3246
20.3603
38.1309
69.8297
46.7799
75.4779
WT


XLOC_002280
C1orf115
2.89723
2.57253
3.35716
8.55616
6.14166
6.19987
WT


XLOC_054123
AC244197.2,
64.5571
43.8138
70.3316
128.204
143.547
152.639
WT



AC244197.3,



IDS,



LINC00893


XLOC_045653
NYAP1
5.51019
4.72303
6.63899
8.98153
10.5585
20.7961
WT


XLOC_047007
TMEM130
15.3733
9.12391
22.0796
21.1394
35.76
54.809
WT


XLOC_042338
HIST1H2AC
3.77259
5.18168
5.23739
5.53757
9.43995
19.1058
WT


XLOC_054062
ATP11C
9.00299
7.13128
8.40206
20.4838
21.2517
17.3818
WT


XLOC_031168
NNAT
142.051
244.295
98.5143
460.313
487.265
222.813
WT


XLOC_049732
LYNX1,
4.41757
4.93709
5.28431
11.8904
10.2397
13.2654
WT



SLURP2


XLOC_046218
INSIG1
22.6961
31.755
31.0139
32.6581
42.0509
133.821
WT


XLOC_040610
FGF18
0.978869
1.15747
1.82814
3.20313
3.92089
2.5889
WT


XLOC_044277
UBE3D
13.258
12.0643
17.6985
14.563
34.8525
56.1947
WT


XLOC_005833
WNT8B
133.599
49.4232
130.886
307.123
281.806
181.85
WT


XLOC_033519
FBLN1
116.331
62.4759
55.5671
208.747
209.518
158.837
WT


XLOC_036029
FAM107A
13.7191
9.12034
5.94778
16.0175
40.5482
14.337
WT


XLOC_032423
PCP4
9.13445
19.093
16.0801
54.1004
21.3556
33.681
WT


XLOC_052071
SAT1
56.3048
77.4788
73.6709
160.181
170.499
182.884
WT


XLOC_048551
ADGRB1
2.22192
1.66561
2.13119
3.87596
6.34666
4.70261
WT


XLOC_007003
VAX1
3.77645
7.98793
7.35952
21.586
13.9139
12.3501
WT


XLOC_030738
ECEL1
9.3731
3.88375
9.07631
13.783
29.7727
12.7174
WT


XLOC_026026
COL5A3
0.796907
1.31037
1.24016
3.61755
1.82847
2.9932
WT


XLOC_017540
AC023908.2,
2.62604
4.25401
5.21893
11.7612
9.04747
9.71639
WT



FSIP1,



GPR176


XLOC_033561
PIM3
13.3732
14.059
17.7079
19.3155
21.0904
73.5991
WT


XLOC_030077
TMEM163
1.18136
1.45792
1.12487
2.57937
3.44166
3.51647
WT


XLOC_010023
C1QTNF5,
6.28492
4.45959
6.78377
12.2525
17.6149
14.5641
WT



MFRP


XLOC_048928
DUSP4
6.90588
10.7838
10.1329
16.7994
17.1467
36.6906
WT


XLOC_048992
RAB11FIP1
18.2559
17.6462
23.3217
35.1087
29.3611
86.7308
WT


XLOC_005542
TSPAN15
43.5694
28.2963
42.6198
116.925
86.9998
91.7988
WT


XLOC_054006
FAM122B
11.0814
14.8125
13.16
35.6611
25.4969
39.926
WT


XLOC_038088
PALLD
91.1424
95.3422
111.917
188.823
173.813
410.679
WT


XLOC_026199
BST2
18.6328
41.7776
25.707
60.773
45.88
116.923
WT


XLOC_009683
FAM181B
2.06403
1.75194
4.16686
8.95673
8.8737
3.01097
WT


XLOC_054131
CXorf40B
13.2865
12.8844
13.002
28.8197
30.2012
43.2512
WT


XLOC_032441
ABCG1
3.54189
2.29292
2.82606
8.16075
9.58416
4.93166
WT


XLOC_003976
HIST2H2BE
6.59545
6.66469
10.7701
7.48744
13.3224
42.238
WT


XLOC_053841
DCX
15.4712
8.76769
15.4486
22.941
41.4257
41.2549
WT


XLOC_005843
KAZALD1
5.29693
3.61388
4.57153
13.1899
13.7831
8.97227
WT


XLOC_012477
DUSP6
32.578
35.9242
57.5001
72.4462
125.635
140.899
WT


XLOC_014816
SMOC1
20.1662
23.7982
10.5509
46.2095
64.3087
36.9327
WT


XLOC_040656
HRH2
0.837311
0.634602
1.32313
1.99127
1.62424
3.94527
WT


XLOC_006803
FGFBP3
33.6678
77.1798
49.4306
109.801
167.569
158.38
WT


XLOC_052691
PRPS1
183.224
189.988
179.066
453.895
545.065
502.77
WT


XLOC_005775
AL157396.1,
69.2823
68.8436
93.8269
203.796
192.153
238.139
WT



LGI1


XLOC_052372
MAGEH1
24.0826
19.4032
28.612
57.957
68.7396
71.5261
WT


XLOC_000088
ISG15
6.21447
6.95642
6.98725
11.8814
10.3321
33.5355
WT


XLOC_024612
TNFSF9
0.717224
3.03131
1.10745
3.94731
1.3869
8.28667
WT


XLOC_026219
KIAA1683
0.87993
0.708561
1.21511
1.36168
2.4304
4.0732
WT


XLOC_053827
COL4A6
115.036
99.1192
130.266
346.703
285.01
335.723
WT


XLOC_053972
IGSF1
6.52065
3.54768
6.49959
15.8002
17.7319
13.0285
WT


XLOC_013498
MYO16
0.221357
0.355848
0.495329
1.484
0.945527
0.623607
WT


XLOC_031173
VSTM2L
9.62772
8.65123
17.2476
34.2098
27.5505
39.8025
WT


XLOC_052853
RAB33A
2.68172
3.10035
2.85824
6.57785
9.1093
9.52405
WT


XLOC_043236
EYA4
10.4845
5.94823
8.2757
23.4297
25.1694
23.9862
WT


XLOC_046163
LRRC61
0.86421
1.6791
1.53381
1.73302
3.93292
6.32881
WT


XLOC_053995
GPC3
356.448
305.126
420.88
937.281
973.583
1280.35
WT


XLOC_016656
CKMT1A
0.195764
0.252631
0.065192
0.61273
0.535787
0.367446
WT


XLOC_035032
TRH
41.0091
27.1132
39.3515
81.1771
106.609
131.166
WT


XLOC_007911
AP003774.1
0.396296
0.267346
0.587915
1.13377
1.32979
1.28669
WT


XLOC_009044
DCDC1
1.4494
1.47018
2.47011
5.69078
6.21219
4.51809
WT


XLOC_025875
SMIM24
3.74159
5.42114
11.6057
12.6931
23.5603
27.0304
WT


XLOC_051389
FRMD3
1.83018
2.1865
4.43258
8.30475
5.60456
11.875
WT


XLOC_028631
UNC80
0.217954
0.44451
0.425888
1.89622
0.598572
0.881806
WT


XLOC_035814
CCK
4.32176
1.89858
1.00456
1.6504
2.01784
18.8127
WT


XLOC_028335
GAD1
3.76327
2.3603
2.71097
8.06297
9.04451
11.0829
WT


XLOC_042640
PIM1
22.8367
25.5602
29.2301
33.1164
54.0663
161.469
WT


XLOC_037275
RHOH
0.617003
1.02472
1.41109
4.20766
3.06835
2.5333
WT


XLOC_022915
CA10
1.19926
1.0558
2.24358
9.02446
4.47401
1.0871
WT


XLOC_014449
DHRS2
0.207272
0.738887
0.203989
2.33486
0.275137
1.13645
WT


XLOC_006704
SFTPA2
0.501864
0.437923
0.852414
0.787377
2.13541
2.93168
WT


XLOC_004924
LINC01139
3.24003
2.89495
3.70155
15.9453
7.33362
9.19588
WT


XLOC_032387
SIM2
1.88357
2.09546
7.89405
19.4132
12.1409
7.74329
WT


XLOC_017398
ATP10A
0.36411
0.211242
0.194995
0.847112
1.28466
0.423302
WT


XLOC_052195
MAOA
3.36078
2.21257
3.23231
9.66039
7.3758
12.227
WT


XLOC_037118
AC097493.4
21.2395
19.5519
12.6137
49.5568
58.4472
70.4522
WT


XLOC_053014
GPR50
2.08277
3.44278
4.40543
10.3401
8.1101
14.8621
WT


XLOC_015083
AL117190.1,
0.407776
1.35024
0.252559
2.45727
1.99503
2.35652
WT



MEG3, MEG3_2,



MEG8, MEG81,



MEG8_2,



SNORD112,



SNORD113,



SNORD113-4,



SNORD114-10,



SNORD114-26


XLOC_022019
ALOX15
0.436382
0.489093
0.472337
2.86337
1.17703
0.71001
WT


XLOC_051724
NR5A1
1.70203
0.836837
1.68223
2.71166
8.61071
3.14169
WT


XLOC_000121
GABRD
0.080031
0.380221
0.258136
0.779533
0.894608
0.821325
WT


XLOC_000327
PADI3
0.191586
0.357198
0.171492
0.984504
0.4349
1.10153
WT


XLOC_039801
RGS7BP
0.488525
0.345355
0.943862
1.95493
3.47323
0.808829
WT


XLOC_045580
PEG10
180.739
195.875
173.401
548.084
687.495
700.931
WT


XLOC_014868
VRTN
0.388638
1.2995
0.156878
2.46285
2.00403
2.08552
WT


XLOC_014085
SLC15A1
0.24021
0.076908
0.217821
0.546709
0.621361
0.78827
WT


XLOC_023568
TTR
7.64744
5.28695
9.74179
4.19376
76.4427
3.12691
WT


XLOC_037820
SPRY1
9.82548
9.72238
17.1053
45.8217
47.4373
42.2053
WT


XLOC_025948
CD70
0.393748
4.95025
1.24036
7.43782
0.82236
16.5319
WT


XLOC_016521
GREM1
0.234164
0.121837
0.408728
1.12876
0.984358
0.772676
WT


XLOC_037153
CD38
0.097742
0.579579
0.551301
2.28771
1.65186
0.730318
WT


XLOC_034645
PSMC1P1
0.44804
0.848938
0.461207
1.2887
2.64245
2.80786
WT


XLOC_037405
LINC02380
0.481051
0.329814
1.9498
4.40254
5.40685
0.864318
WT


XLOC_045797
FEZF1-AS1
66.8407
70.4759
66.7804
241.268
249.816
298.805
WT


XLOC_004325
F5
0.759453
0.634342
0.089888
4.71328
0.607308
0.434241
WT


XLOC_051882
AL355987.1,
0.110907
0.044809
0.219375
0.165498
1.1634
0.16398
WT



LCN10,



LCN6


XLOC_017869
MEGF11
0.422346
0.071042
0.22406
1.2853
1.17064
0.430566
WT


XLOC_030369
FRZB
18.0479
17.487
17.9293
35.2304
89.8978
91.2878
WT


XLOC_047511
VIPR2
0.192779
0.079507
0.089813
0.434345
0.670121
0.415995
WT


XLOC_046984
PDK4
0.375952
0.154405
0.948847
2.17342
2.13958
1.93709
WT


XLOC_007385
SPON1
9.90189
10.394
7.00568
28.4848
43.7573
43.3548
WT


XLOC_025926
FUT3
0.790168
0.206398
1.19875
0.669821
2.65624
6.11659
WT


XLOC_040637
C5orf47
0.150548
0.230716
0.224914
0.747187
0.650913
1.23161
WT


XLOC_012724
TESC
0.606087
0.714566
0.419522
2.66894
2.93782
2.12762
WT


XLOC_006913
FGF8
8.06329
8.99878
18.6454
50.3332
64.3412
47.0516
WT


XLOC_049314
PAG1
2.12542
2.18011
2.94257
14.4441
7.45301
11.0131
WT


XLOC_016027
RTL1
0.168161
0.888182
0.294915
2.2409
2.72784
1.16737
WT


XLOC_015082
DLK1
108.58
445.412
155.099
1060.44
1117.53
1048.09
WT


XLOC_015979
GSC
0.896664
1.92959
3.30342
9.3785
7.02679
11.5861
WT


XLOC_024337
RNF152
6.17501
2.53135
6.97134
18.5501
28.2161
26.9696
WT


XLOC_035303
CLDN11
0.31711
0.409501
0.916247
2.76374
2.30665
2.72639
WT


XLOC_003362
FYB2
1.2895
1.05917
1.41076
6.16659
5.3411
6.53754
WT


XLOC_032392
RIPPLY3
3.3058
2.73499
3.88712
20.8166
16.3022
13.4339
WT


XLOC_052942
LINC00632
2.86458
2.34239
6.29908
12.5445
13.613
32.7025
WT


XLOC_036567
TM4SF18
0.324446
0.551776
1.09341
4.26705
3.42361
2.49461
WT


XLOC_045798
AC004594.1
0.265679
0.267242
0
0.966884
1.09454
0.701641
WT


XLOC_047230
GRM8
3.54174
2.7208
3.39742
17.0717
23.1995
12.4775
WT


XLOC_052560
DACH2
1.33421
1.73229
1.11884
6.14873
7.13163
9.59335
WT


XLOC_003458
RPE65
0.08274
0.113455
0.170342
0.930307
0.599978
0.475714
WT


XLOC_034204
SLC6A1
0.060979
0.156361
0.214192
0.730038
1.09308
0.544853
WT


XLOC_049383
CALB1
4.01979
4.37203
4.07709
21.985
44.1714
2.57769
WT


XLOC_005163
SLC39A12
0.28621
0.163049
0.445538
1.63096
2.30924
1.03106
WT


XLOC_054060
MCF2
0.132052
0.237883
0.098161
1.39861
0.465809
0.758701
WT


XLOC_049559
KCNV1
0.26381
0.0548
0.176721
1.23458
1.30239
0.29791
WT


XLOC_022729
MEOX1
3.91054
1.09259
2.46675
20.9349
19.2186
3.91746
WT


XLOC_023335
ADCYAP1
0.465905
0.567205
0.929481
4.02343
2.71566
4.87488
WT


XLOC_043927
CUTA
0.293006
0.233478
0.509997
5.54604
0.452025
0.247716
WT


XLOC_028901
TWIST2
0.208211
0.186875
0.21433
1.41554
0.583798
1.70933
WT


XLOC_021584
CA4
1.61206
1.2634
1.32575
6.48404
5.48449
13.6196
WT


XLOC_031893
PTPRT
0.28729
0.205393
0.316373
1.54923
1.668
1.71211
WT


XLOC_047531
MYOM2
0.149096
0.298459
0.211717
0.156465
3.86903
0.162238
WT


XLOC_030352
ZNF385B
9.47793
14.9801
18.3758
70.8253
56.3005
146.728
WT


XLOC_047205
FEZF1
41.7884
48.1114
40.6682
268.798
232.235
337.644
WT


XLOC_037406
AC013724.1
1.26243
0.607775
2.7783
12.1569
16.1201
1.9022
WT


XLOC_036569
TM4SF1
5.40712
3.62359
7.60791
31.4867
28.7339
51.5129
WT


XLOC_024906
GDF15
4.30613
12.7602
12.9116
44.6215
16.8273
147.763
WT


XLOC_027347
SLC8A1-AS1
0.103871
0.072015
0
0.606054
0.349679
0.281893
WT


XLOC_000114
MMP23B
0.103909
0
0.161306
0.352486
0.419838
1.10201
WT


XLOC_013839
SIAH3
0.123135
0.19503
0.111841
1.38261
1.37262
0.487249
WT


XLOC_001202
NTNG1
1.08523
0.722204
1.30259
9.20546
9.03608
5.6575
WT


XLOC_049751
EEF1D
1.81141
1.32743
1.88277
1.65909
1.42378
37.2556
WT


XLOC_050257
GDA
0.014489
0.033737
0.097653
0.63289
0.190831
0.394516
WT


XLOC_026965
AC008735.6
0.045967
0.458412
0.023659
0.961576
0.999984
2.56362
WT


XLOC_051526
GABBR2
0.457344
0.648445
0.400772
0.548775
6.17456
7.34725
WT


XLOC_025815
SBNO2
0.11578
0.079897
0.108348
2.2357
0.217395
0.490183
WT


XLOC_000992
LHX8
0.079931
0.510155
0.032912
2.20661
3.15652
0.683668
WT


XLOC_017767
ALDH1A2
0.994996
0.891748
1.23284
11.8578
6.66132
12.7266
WT


XLOC_017689
HDC
0.89838
0.989162
0.752232
10.9699
11.0578
5.70934
WT


XLOC_014541
INSM2
0.017707
0.256047
0.054682
1.12048
1.94313
0.529398
WT


XLOC_035850
SLC6A20
0.014771
0.035495
0.111345
0.596965
1.15708
0.24817
WT


XLOC_022342
AC005697.1,
20.6119
30.5279
25.7636
334.055
213.318
425.604
WT



LYRM9,



NOS2


XLOC_015003
AL110118.2,
0.009336
0.982384
0.169714
0.074207
14.1377
0.487161
WT



TMEM251,



UBR7


XLOC_036088
PROK2
0.122643
0.307396
0.133767
1.93546
3.6817
2.57632
WT


XLOC_054232
AKAP17A
0.037678
0.033052
0.038786
0.065554
1.56317
0.136579
WT


XLOC_047719
FGF17
0.181709
0.709779
1.50313
19.5062
14.7706
4.55528
WT


XLOC_053187
PIGA
9.98582
10.5065
9.63516
17.4441
644.333
18.5628
WT


XLOC_052734
HTR2C
0.700825
1.81764
1.30142
30.2338
34.0218
44.1372
WT


XLOC_030000
RAB6C-AS1
0.089992
0.033102
0.031389
0.096716
20.4848
0.035065
WT


XLOC_025431
AC026803.1
0
0
0
0.758489
0.350571
1.66778
WT


XLOC_036777
AC109779.1
0
0
0
0.61836
0.131894
0.23794
WT


XLOC_027001
ZNF835
0.053623
0.658148
0.340527
0
0
0
WT


XLOC_025714
ZNF471
0.682554
1.15445
0.470161
0
0
0
WT


XLOC_045348
ZNF736
0.624218
1.92792
0.552082
0
0
0
WT


XLOC_006399
AL132657.1,
0.863026
4.17081
1.05968
0
0
0
WT



ZNF248


XLOC_050265
AL451127.1
0.422805
0.421643
0.373054
0
0
0
WT


XLOC_032449
CRYAA
0.53568
0.400657
1.15799
0
0
0
WT


XLOC_051343
LINC01474
0.179453
0.190138
0.39052
0
0
0
WT


XLOC_031712
AL035252.2
0.597144
0.151676
0.438592
0
0
0
WT


XLOC_033655
PRODH
0
0
3.55524
0
0
0
WT


XLOC_010032
AP001360.2
0.213455
0.496694
0.146485
0
0
0
WT


XLOC_050737
AL136141.1
0.636613
0.634865
0.491491
0
0
0
WT


XLOC_049474
RGS22
0.417502
0.237326
0.261315
0
0
0
WT


XLOC_053524
ZXDA
0.413137
0.088739
0.510333
0
0
0
WT


XLOC_027708
THNSL2
0.347969
0.618049
0.70932
0
0
0
WT


XLOC_040716
AC104117.3
0.5384
0.483229
0.332533
0
0
0
WT


XLOC_031042
AL390198.1
0.456256
0.910005
0.234832
0
0
0
WT


XLOC_050453
AL589843.1
0.351823
0.818665
0.241441
0
0
0
WT


XLOC_024731
ZNF441
2.82232
2.53353
2.82785
0
0
0
WT


























signif-


tracking_id
sample_2
value_1
value_2
log2(fold_change)
test_stat
p_value
q_value
icant





XLOC_002465
KO
12.1058
0.002618
−12.1752
−0.17692
5.00E−05
0.002735
yes


XLOC_014867
KO
37.3025
0.028226
−10.368
−9.698
0.00025 
0.010784
yes


XLOC_032376
KO
4.28914
0.007477
−9.16397
−0.54615
0.0002 
0.008981
yes


XLOC_051344
KO
319.839
0.721764
−8.7916
−8.20366
5.00E−05
0.002735
yes


XLOC_019330
KO
88.2719
0.252207
−8.4512
−5.25973
0.0001 
0.005033
yes


XLOC_053625
KO
18.1989
0.055653
−8.35318
−0.70916
5.00E−05
0.002735
yes


XLOC_027099
KO
13.8546
0.042941
−8.3338
−0.59415
5.00E−05
0.002735
yes


XLOC_000776
KO
32.2388
0.111802
−8.17171
−9.87898
5.00E−05
0.002735
yes


XLOC_023004
KO
14.8868
0.066548
−7.80542
−0.94361
0.0012 
0.037051
yes


XLOC_049879
KO
110.799
0.505128
−7.77708
−4.1145
5.00E−05
0.002735
yes


XLOC_021600
KO
10.0484
0.050286
−7.64259
−1.6683
0.0009 
0.029595
yes


XLOC_017703
KO
0.322438
0.002003
−7.33062
−0.04206
5.00E−05
0.002735
yes


XLOC_039936
KO
90.8139
0.830727
−6.77239
−5.80423
5.00E−05
0.002735
yes


XLOC_014052
KO
51.0324
0.563355
−6.50123
−7.32949
5.00E−05
0.002735
yes


XLOC_048042
KO
25.6828
0.293896
−6.44935
−1.00648
5.00E−05
0.002735
yes


XLOC_025713
KO
6.35971
0.07438
−6.41791
−2.20203
5.00E−05
0.002735
yes


XLOC_036590
KO
3.22484
0.042806
−6.23527
−1.28538
5.00E−05
0.002735
yes


XLOC_023764
KO
36.99
0.528318
−6.12959
−8.72795
5.00E−05
0.002735
yes


XLOC_026995
KO
1.97436
0.029986
−6.04093
−1.37314
5.00E−05
0.002735
yes


XLOC_002958
KO
13.7831
0.215454
−5.99938
−1.97937
0.00025 
0.010784
yes


XLOC_006922
KO
4.25081
0.070798
−5.90789
−4.46714
0.0001 
0.005033
yes


XLOC_034614
KO
12.7807
0.215727
−5.88862
−3.90651
5.00E−05
0.002735
yes


XLOC_036565
KO
33.6845
0.601204
−5.80809
−1.83522
5.00E−05
0.002735
yes


XLOC_018597
KO
18.1238
0.378467
−5.58158
−5.5681
5.00E−05
0.002735
yes


XLOC_030767
KO
2.87445
0.067814
−5.40557
−2.46073
5.00E−05
0.002735
yes


XLOC_008243
KO
3.12687
0.074384
−5.39358
−3.86149
0.0001 
0.005033
yes


XLOC_024400
KO
10.1296
0.243486
−5.37859
−6.01904
5.00E−05
0.002735
yes


XLOC_048281
KO
35.1109
0.902144
−5.28242
−6.55776
5.00E−05
0.002735
yes


XLOC_033225
KO
4.36783
0.1225
−5.15606
−4.02057
0.00025 
0.010784
yes


XLOC_050766
KO
21.0381
0.638988
−5.04107
−7.07495
5.00E−05
0.002735
yes


XLOC_027566
KO
7.32415
0.230465
−4.99004
−1.02362
0.0001 
0.005033
yes


XLOC_001908
KO
17.7272
0.595294
−4.89622
−3.51223
5.00E−05
0.002735
yes


XLOC_040715
KO
1.44082
0.049585
−4.86083
−2.19002
5.00E−05
0.002735
yes


XLOC_005323
KO
5.62995
0.206268
−4.77053
−2.63121
5.00E−05
0.002735
yes


XLOC_025547
KO
14.1547
0.537814
−4.71803
−3.33463
5.00E−05
0.002735
yes


XLOC_041138
KO
3.51763
0.144547
−4.605
−1.64935
5.00E−05
0.002735
yes


XLOC_030921
KO
7.64404
0.315819
−4.59717
−6.26788
5.00E−05
0.002735
yes


XLOC_002728
KO
41.8801
1.75235
−4.57891
−8.46904
5.00E−05
0.002735
yes


XLOC_025503
KO
0.331699
0.014069
−4.55928
−0.51132
0.0007 
0.02448
yes


XLOC_017273
KO
65.9526
2.86618
−4.52423
−5.23236
5.00E−05
0.002735
yes


XLOC_048386
KO
1.57989
0.071283
−4.47012
−1.73879
0.0001 
0.005033
yes


XLOC_048495
KO
3.05449
0.147096
−4.3761
−3.00176
5.00E−05
0.002735
yes


XLOC_005835
KO
1.85907
0.0966
−4.26641
−1.87816
5.00E−05
0.002735
yes


XLOC_027327
KO
3.12486
0.165476
−4.2391
−3.03169
5.00E−05
0.002735
yes


XLOC_041832
KO
132.265
7.00698
−4.2385
−11.3056
5.00E−05
0.002735
yes


XLOC_021142
KO
374.477
20.1806
−4.21383
−10.2
5.00E−05
0.002735
yes


XLOC_018051
KO
0.353852
0.020222
−4.12912
−3.88113
5.00E−05
0.002735
yes


XLOC_014741
KO
18.6011
1.08966
−4.09343
−6.72095
5.00E−05
0.002735
yes


XLOC_034205
KO
1.92053
0.113179
−4.08483
−4.04539
5.00E−05
0.002735
yes


XLOC_043011
KO
2.64893
0.159703
−4.05195
−2.64303
5.00E−05
0.002735
yes


XLOC_026261
KO
1.47403
0.092338
−3.9967
−0.61431
0.0006 
0.021697
yes


XLOC_005448
KO
18.3327
1.14897
−3.996
−3.06836
5.00E−05
0.002735
yes


XLOC_020429
KO
24.0091
1.53786
−3.96459
−2.15827
0.0004 
0.015799
yes


XLOC_009925
KO
1161.01
74.4747
−3.96248
−8.12613
5.00E−05
0.002735
yes


XLOC_034818
KO
0.588316
0.038319
−3.94045
−2.45388
0.00015 
0.007086
yes


XLOC_009328
KO
17.4411
1.17897
−3.88689
−3.67756
5.00E−05
0.002735
yes


XLOC_008373
KO
8.60107
0.588929
−3.86835
−3.3272
5.00E−05
0.002735
yes


XLOC_008341
KO
5.25207
0.369581
−3.82892
−2.63127
5.00E−05
0.002735
yes


XLOC_002706
KO
3.41564
0.242834
−3.81411
−2.45042
5.00E−05
0.002735
yes


XLOC_024733
KO
2.8707
0.211004
−3.76606
−2.60337
5.00E−05
0.002735
yes


XLOC_027565
KO
1.85122
0.14371
−3.68724
−3.58858
5.00E−05
0.002735
yes


XLOC_049024
KO
6.50282
0.534113
−3.60585
−3.36237
5.00E−05
0.002735
yes


XLOC_002386
KO
0.584725
0.048063
−3.60475
−2.73747
5.00E−05
0.002735
yes


XLOC_008662
KO
0.419861
0.035446
−3.56623
−1.21575
5.00E−05
0.002735
yes


XLOC_039183
KO
682.925
58.1679
−3.55343
−10.4794
5.00E−05
0.002735
yes


XLOC_045037
KO
0.378811
0.032484
−3.54366
−2.94724
0.0015 
0.04365
yes


XLOC_030694
KO
0.267042
0.023095
−3.53139
−1.12835
0.0008 
0.027077
yes


XLOC_024166
KO
8.09229
0.732091
−3.46645
−5.96158
5.00E−05
0.002735
yes


XLOC_007296
KO
21.8429
2.01605
−3.43756
−6.09094
5.00E−05
0.002735
yes


XLOC_050235
KO
11.5413
1.09914
−3.39236
−3.4741
5.00E−05
0.002735
yes


XLOC_048391
KO
0.845173
0.081871
−3.36782
−1.30179
5.00E−05
0.002735
yes


XLOC_053146
KO
15.3471
1.49738
−3.35745
−4.94741
5.00E−05
0.002735
yes


XLOC_030190
KO
0.810134
0.079693
−3.34563
−1.13004
5.00E−05
0.002735
yes


XLOC_012216
KO
282.411
27.9694
−3.33588
−4.85247
5.00E−05
0.002735
yes


XLOC_053685
KO
3.1391
0.311345
−3.33376
−2.21131
0.0002 
0.008981
yes


XLOC_049217
KO
0.432132
0.043553
−3.31064
−1.28478
0.00025 
0.010784
yes


XLOC_010972
KO
19.745
1.99594
−3.30634
−6.19126
5.00E−05
0.002735
yes


XLOC_029247
KO
18.2894
1.88433
−3.27888
−4.79568
5.00E−05
0.002735
yes


XLOC_019871
KO
1.10959
0.116052
−3.25718
−3.55328
5.00E−05
0.002735
yes


XLOC_048112
KO
1.6599
0.174874
−3.24671
−4.02046
5.00E−05
0.002735
yes


XLOC_012370
KO
4.70027
0.495232
−3.24657
−0.77627
0.00015 
0.007086
yes


XLOC_040762
KO
1.84837
0.198791
−3.21693
−2.7891
5.00E−05
0.002735
yes


XLOC_030742
KO
10.9357
1.18576
−3.20517
−1.40992
0.00025 
0.010784
yes


XLOC_030425
KO
30.5899
3.41028
−3.16509
−2.38833
5.00E−05
0.002735
yes


XLOC_050331
KO
6.99633
0.785658
−3.15462
−6.34637
5.00E−05
0.002735
yes


XLOC_017031
KO
1789.66
206.895
−3.11271
−8.17714
5.00E−05
0.002735
yes


XLOC_020676
KO
1.01258
0.121548
−3.05843
−3.73207
5.00E−05
0.002735
yes


XLOC_002160
KO
4.32369
0.523629
−3.04565
−2.71452
0.00015 
0.007086
yes


XLOC_030368
KO
1.70813
0.206968
−3.04494
−1.73896
5.00E−05
0.002735
yes


XLOC_037964
KO
43.7695
5.323
−3.03961
−3.04785
5.00E−05
0.002735
yes


XLOC_005996
KO
61.9017
7.53754
−3.03781
−3.54682
5.00E−05
0.002735
yes


XLOC_041354
KO
2.47954
0.308697
−3.00581
−3.72353
5.00E−05
0.002735
yes


XLOC_010676
KO
1.50841
0.189473
−2.99296
−1.95847
5.00E−05
0.002735
yes


XLOC_035638
KO
4.97002
0.640552
−2.95586
−4.39647
5.00E−05
0.002735
yes


XLOC_005857
KO
0.742394
0.095926
−2.95219
−2.54529
0.0006 
0.021697
yes


XLOC_016442
KO
4.58084
0.594035
−2.94699
−2.77007
5.00E−05
0.002735
yes


XLOC_011052
KO
3.74288
0.486352
−2.94408
−3.69824
5.00E−05
0.002735
yes


XLOC_042581
KO
0.716836
0.093381
−2.94045
−0.19716
5.00E−05
0.002735
yes


XLOC_040023
KO
123.531
16.3626
−2.9164
−6.98086
5.00E−05
0.002735
yes


XLOC_050764
KO
13.5584
1.80508
−2.90905
−4.76345
5.00E−05
0.002735
yes


XLOC_029134
KO
3.14525
0.422426
−2.8964
−2.9707
5.00E−05
0.002735
yes


XLOC_010672
KO
1.76451
0.237593
−2.89271
−3.03246
5.00E−05
0.002735
yes


XLOC_037612
KO
474.91
64.2023
−2.88696
−3.3835
5.00E−05
0.002735
yes


XLOC_027527
KO
80.7168
10.9298
−2.88461
−3.75531
5.00E−05
0.002735
yes


XLOC_027038
KO
0.635858
0.089697
−2.82558
−2.69339
5.00E−05
0.002735
yes


XLOC_028175
KO
1.87705
0.266095
−2.81845
−2.0512
5.00E−05
0.002735
yes


XLOC_037904
KO
0.301087
0.042875
−2.81198
−0.70888
0.00015 
0.007086
yes


XLOC_032052
KO
2.41816
0.350235
−2.78752
−2.84646
5.00E−05
0.002735
yes


XLOC_002049
KO
3.37884
0.493156
−2.77641
−2.75377
5.00E−05
0.002735
yes


XLOC_041731
KO
153.008
22.3593
−2.77466
−3.96717
5.00E−05
0.002735
yes


XLOC_021787
KO
28.1021
4.14117
−2.76256
−2.97761
0.00015 
0.007086
yes


XLOC_039364
KO
1.60128
0.236481
−2.75943
−2.01375
0.00175 
0.049136
yes


XLOC_013274
KO
4.19194
0.620843
−2.75531
−2.31599
5.00E−05
0.002735
yes


XLOC_012994
KO
4.1007
0.617778
−2.73071
−2.30382
0.0011 
0.034628
yes


XLOC_046363
KO
2.93954
0.445272
−2.72283
−1.41
0.0015 
0.04365
yes


XLOC_024736
KO
3.46582
0.544143
−2.67114
−2.63657
0.00045 
0.017298
yes


XLOC_045760
KO
5.35983
0.84448
−2.66605
−2.6947
5.00E−05
0.002735
yes


XLOC_051664
KO
245.742
39.5382
−2.63582
−2.59316
5.00E−05
0.002735
yes


XLOC_043359
KO
6.65213
1.07684
−2.62701
−4.13675
5.00E−05
0.002735
yes


XLOC_009884
KO
21.1143
3.45803
−2.6102
−3.6504
5.00E−05
0.002735
yes


XLOC_002245
KO
5.68103
0.937036
−2.59998
−2.27507
5.00E−05
0.002735
yes


XLOC_013601
KO
0.56806
0.094264
−2.59127
−3.12484
5.00E−05
0.002735
yes


XLOC_037491
KO
13.7676
2.32159
−2.56809
−4.67039
5.00E−05
0.002735
yes


XLOC_043013
KO
4.49898
0.761045
−2.56354
−4.64282
5.00E−05
0.002735
yes


XLOC_026854
KO
0.521044
0.088182
−2.56285
−1.6689
0.0006 
0.021697
yes


XLOC_049110
KO
0.287072
0.048636
−2.5613
−1.83311
5.00E−05
0.002735
yes


XLOC_005951
KO
0.644767
0.1098
−2.5539
−2.68709
0.00015 
0.007086
yes


XLOC_041015
KO
1.10594
0.188466
−2.55289
−1.84408
0.0004 
0.015799
yes


XLOC_007768
KO
9.12975
1.56458
−2.5448
−2.42375
0.00085 
0.028328
yes


XLOC_052548
KO
0.408133
0.070038
−2.54283
−2.3707
0.00165 
0.0471
yes


XLOC_013946
KO
3.14275
0.5417
−2.53646
−2.33541
5.00E−05
0.002735
yes


XLOC_008890
KO
9.02766
1.55615
−2.53638
−2.35921
5.00E−05
0.002735
yes


XLOC_039304
KO
3.84835
0.666384
−2.52981
−2.4045
5.00E−05
0.002735
yes


XLOC_015380
KO
138.6
24.1608
−2.52019
−5.78785
5.00E−05
0.002735
yes


XLOC_006001
KO
5.32332
0.931784
−2.51426
−2.89723
0.0001 
0.005033
yes


XLOC_045083
KO
1.3188
0.232995
−2.50085
−1.31698
0.0002 
0.008981
yes


XLOC_034738
KO
6.05702
1.10413
−2.4557
−4.4028
5.00E−05
0.002735
yes


XLOC_051434
KO
1.54312
0.281644
−2.4539
−2.18811
0.0008 
0.027077
yes


XLOC_002251
KO
2.58726
0.473019
−2.45146
−1.79353
0.00065 
0.023143
yes


XLOC_017507
KO
3.39596
0.621874
−2.44913
−3.29809
5.00E−05
0.002735
yes


XLOC_020114
KO
4.68771
0.863093
−2.44129
−2.18362
0.00035 
0.014242
yes


XLOC_003943
KO
0.374986
0.069068
−2.44075
−0.63106
0.00075 
0.025855
yes


XLOC_012012
KO
3.96584
0.735353
−2.43112
−3.54944
5.00E−05
0.002735
yes


XLOC_027037
KO
0.395158
0.073764
−2.42143
−2.31832
0.00145 
0.042686
yes


XLOC_037223
KO
24.1676
4.55112
−2.40878
−3.72524
5.00E−05
0.002735
yes


XLOC_025549
KO
0.492645
0.093686
−2.39465
−1.26382
0.0009 
0.029595
yes


XLOC_003160
KO
58.9989
11.325
−2.38118
−5.06659
5.00E−05
0.002735
yes


XLOC_032087
KO
0.284765
0.054765
−2.37844
−2.16421
0.0013 
0.039328
yes


XLOC_018083
KO
64.0612
12.3305
−2.37722
−1.17307
0.00015 
0.007086
yes


XLOC_006181
KO
0.345905
0.066947
−2.36929
−1.0104
0.00145 
0.042686
yes


XLOC_036866
KO
78.3712
15.189
−2.36729
−4.63835
5.00E−05
0.002735
yes


XLOC_001171
KO
10.0322
1.94475
−2.36699
−4.51053
5.00E−05
0.002735
yes


XLOC_041413
KO
18.0166
3.49572
−2.36566
−3.08834
5.00E−05
0.002735
yes


XLOC_036625
KO
94.1119
18.2626
−2.36549
−5.07047
5.00E−05
0.002735
yes


XLOC_027645
KO
67.006
13.0232
−2.3632
−5.39545
5.00E−05
0.002735
yes


XLOC_032532
KO
19.4305
3.82899
−2.34328
−3.13535
5.00E−05
0.002735
yes


XLOC_043065
KO
7.45336
1.48119
−2.33114
−4.10649
5.00E−05
0.002735
yes


XLOC_038190
KO
3.23318
0.642567
−2.33104
−3.0731
5.00E−05
0.002735
yes


XLOC_049746
KO
0.994641
0.199654
−2.31667
−2.23615
0.0002 
0.008981
yes


XLOC_001567
KO
1.34371
0.270581
−2.31209
−1.91751
0.0006 
0.021697
yes


XLOC_038812
KO
105.354
21.3903
−2.30022
−2.53955
0.0001 
0.005033
yes


XLOC_051436
KO
0.906457
0.186676
−2.2797
−1.5455
0.00145 
0.042686
yes


XLOC_042949
KO
1.89419
0.390128
−2.27956
−2.47285
0.00015 
0.007086
yes


XLOC_025172
KO
3.03429
0.625222
−2.27892
−2.43247
0.00025 
0.010784
yes


XLOC_004746
KO
5.33443
1.10872
−2.26644
−2.09819
5.00E−05
0.002735
yes


XLOC_046915
KO
11.7941
2.46475
−2.25855
−2.59082
5.00E−05
0.002735
yes


XLOC_012705
KO
2.48835
0.522027
−2.25299
−2.65756
5.00E−05
0.002735
yes


XLOC_004935
KO
0.677219
0.142548
−2.24818
−2.6221
5.00E−05
0.002735
yes


XLOC_044557
KO
8.39441
1.79933
−2.22197
−4.11767
5.00E−05
0.002735
yes


XLOC_021148
KO
0.945894
0.206344
−2.19663
−1.71145
0.00075 
0.025855
yes


XLOC_030096
KO
2.80391
0.615444
−2.18774
−2.51092
0.00025 
0.010784
yes


XLOC_035763
KO
1.38609
0.305784
−2.18044
−1.87038
0.0011 
0.034628
yes


XLOC_000763
KO
0.577785
0.128637
−2.16723
−2.2213
0.00125 
0.038196
yes


XLOC_008424
KO
53.3514
12.3858
−2.10684
−3.62016
5.00E−05
0.002735
yes


XLOC_019146
KO
0.741948
0.173064
−2.10002
−1.0304
0.0005 
0.018851
yes


XLOC_049099
KO
0.25859
0.060763
−2.08941
−1.37344
0.00115 
0.035883
yes


XLOC_030539
KO
12.7911
3.0227
−2.08123
−5.23097
5.00E−05
0.002735
yes


XLOC_031027
KO
1.48165
0.352849
−2.07008
−2.39076
0.00035 
0.014242
yes


XLOC_003694
KO
7.72747
1.84636
−2.06531
−2.57245
5.00E−05
0.002735
yes


XLOC_051965
KO
2.34593
0.561837
−2.06193
−3.55348
5.00E−05
0.002735
yes


XLOC_037731
KO
8.25338
1.9801
−2.05941
−2.31193
5.00E−05
0.002735
yes


XLOC_001154
KO
3.80901
0.914235
−2.05878
−2.71511
0.0001 
0.005033
yes


XLOC_038913
KO
4.48878
1.08237
−2.05213
−2.1674
5.00E−05
0.002735
yes


XLOC_039460
KO
8.01707
1.94197
−2.04555
−1.38561
5.00E−05
0.002735
yes


XLOC_047896
KO
46.5979
11.3107
−2.04258
−5.04385
5.00E−05
0.002735
yes


XLOC_023770
KO
0.386687
0.094425
−2.03393
−1.29814
0.00025 
0.010784
yes


XLOC_049601
KO
2.23105
0.548564
−2.02399
−3.08791
5.00E−05
0.002735
yes


XLOC_014587
KO
2.20468
0.542186
−2.02371
−1.75118
0.0014 
0.041595
yes


XLOC_023424
KO
42.8887
10.5738
−2.02011
−3.23999
5.00E−05
0.002735
yes


XLOC_009539
KO
1.1183
0.280123
−1.99718
−2.28459
0.00025 
0.010784
yes


XLOC_015770
KO
0.383069
0.096156
−1.99416
−1.48569
0.0012 
0.037051
yes


XLOC_009129
KO
1.24572
0.32174
−1.95302
−1.99375
0.0015 
0.04365
yes


XLOC_043180
KO
2.51959
0.654558
−1.9446
−2.75987
5.00E−05
0.002735
yes


XLOC_050369
KO
17.2334
4.50098
−1.93689
−4.90384
5.00E−05
0.002735
yes


XLOC_046916
KO
45.4135
11.8701
−1.93579
−3.21121
5.00E−05
0.002735
yes


XLOC_048409
KO
2.80108
0.732425
−1.93523
−2.15143
0.00035 
0.014242
yes


XLOC_002599
KO
2.30957
0.604726
−1.93327
−2.33816
5.00E−05
0.002735
yes


XLOC_003586
KO
1.0471
0.275225
−1.92772
−2.06343
0.00075 
0.025855
yes


XLOC_048138
KO
0.806364
0.212782
−1.92206
−2.05689
0.00095 
0.030847
yes


XLOC_027354
KO
66.0711
17.4829
−1.91807
−4.01842
5.00E−05
0.002735
yes


XLOC_038957
KO
4.115
1.09713
−1.90716
−2.90982
5.00E−05
0.002735
yes


XLOC_049191
KO
6.74647
1.80626
−1.90113
−2.21047
0.0008 
0.027077
yes


XLOC_041939
KO
2.76418
0.744292
−1.89291
−1.73006
0.00045 
0.017298
yes


XLOC_006501
KO
1.25896
0.339818
−1.8894
−2.56666
5.00E−05
0.002735
yes


XLOC_008690
KO
7.05588
1.90592
−1.88834
−2.13602
0.0008 
0.027077
yes


XLOC_044977
KO
21.5612
5.85194
−1.88145
−2.50564
5.00E−05
0.002735
yes


XLOC_003656
KO
0.895315
0.244172
−1.8745
−1.83209
0.00055 
0.020318
yes


XLOC_038031
KO
3.9946
1.09015
−1.87352
−0.8676
0.0012 
0.037051
yes


XLOC_003193
KO
362.181
99.4405
−1.8648
−5.45065
5.00E−05
0.002735
yes


XLOC_034650
KO
11.0536
3.05952
−1.85314
−2.77236
5.00E−05
0.002735
yes


XLOC_039653
KO
16.8665
4.67297
−1.85175
−2.13999
5.00E−05
0.002735
yes


XLOC_013909
KO
1.6732
0.463576
−1.85173
−2.13849
0.00055 
0.020318
yes


XLOC_045036
KO
12.3413
3.43959
−1.84319
−2.53212
0.00025 
0.010784
yes


XLOC_038757
KO
6.23477
1.74357
−1.83829
−3.22673
5.00E-05 
0.002735
yes


XLOC_036882
KO
59.19
16.5615
−1.83752
−5.15489
5.00E−05
0.002735
yes


XLOC_003759
KO
0.268839
0.076196
−1.81895
−2.00925
0.00025 
0.010784
yes


XLOC_050248
KO
29.0636
8.29148
−1.80951
−4.88885
5.00E−05
0.002735
yes


XLOC_050264
KO
200.172
57.3764
−1.80271
−5.1028
5.00E−05
0.002735
yes


XLOC_017955
KO
10.9445
3.14469
−1.79922
−2.14123
0.00015 
0.007086
yes


XLOC_013753
KO
11.6532
3.38567
−1.78321
−2.51568
5.00E−05
0.002735
yes


XLOC_019804
KO
5.09031
1.47943
−1.78271
−1.97354
0.0007 
0.02448
yes


XLOC_038358
KO
1.0431
0.30355
−1.78087
−2.18074
0.00035 
0.014242
yes


XLOC_035320
KO
14.9677
4.37344
−1.77501
−3.07021
5.00E−05
0.002735
yes


XLOC_005819
KO
1.23879
0.362438
−1.77313
−2.27118
0.00015 
0.007086
yes


XLOC_051394
KO
1.15346
0.337627
−1.77247
−1.7974
0.0015 
0.04365
yes


XLOC_047676
KO
2.15868
0.63221
−1.77167
−3.28716
5.00E−05
0.002735
yes


XLOC_031614
KO
1.73147
0.508535
−1.76758
−2.12415
0.0003 
0.012524
yes


XLOC_028345
KO
2.02269
0.594081
−1.76754
−1.73029
0.00075 
0.025855
yes


XLOC_004684
KO
0.781482
0.229655
−1.76674
−0.43377
5.00E−05
0.002735
yes


XLOC_044494
KO
9.95773
2.93419
−1.76285
−4.29488
5.00E−05
0.002735
yes


XLOC_036549
KO
19.8488
5.87479
−1.75645
−2.93158
5.00E−05
0.002735
yes


XLOC_052577
KO
1.82621
0.54297
−1.74991
−2.59037
0.00015 
0.007086
yes


XLOC_006438
KO
8.7805
2.61387
−1.74812
−2.6046
5.00E−05
0.002735
yes


XLOC_034437
KO
4.01038
1.20071
−1.73985
−2.00304
5.00E−05
0.002735
yes


XLOC_013669
KO
12.8456
3.87492
−1.72904
−3.91062
5.00E−05
0.002735
yes


XLOC_011800
KO
28.1667
8.50007
−1.72844
−2.00598
0.0004 
0.015799
yes


XLOC_044069
KO
13.4471
4.06047
−1.72758
−3.82443
5.00E−05
0.002735
yes


XLOC_009023
KO
90.7614
27.5685
−1.71906
−1.77635
0.0011 
0.034628
yes


XLOC_038688
KO
1.03253
0.314697
−1.71414
−1.96261
0.00135 
0.040437
yes


XLOC_040718
KO
3.9144
1.19594
−1.71064
−3.37438
5.00E−05
0.002735
yes


XLOC_035875
KO
6.21201
1.89845
−1.71024
−2.85077
5.00E−05
0.002735
yes


XLOC_003270
KO
1.09958
0.337027
−1.70602
−2.10497
0.00055 
0.020318
yes


XLOC_005547
KO
8.79043
2.69944
−1.70328
−2.21258
0.00045 
0.017298
yes


XLOC_020764
KO
2.31784
0.7121
−1.70263
−2.14435
0.0009 
0.029595
yes


XLOC_019328
KO
2.87693
0.884168
−1.70214
−0.95366
0.0006 
0.021697
yes


XLOC_039480
KO
26.7
8.297
−1.68618
−1.86175
0.00135 
0.040437
yes


XLOC_004455
KO
3.41227
1.0671
−1.67704
−3.10681
5.00E−05
0.002735
yes


XLOC_027332
KO
0.627643
0.196532
−1.67518
−0.34345
0.0003 
0.012524
yes


XLOC_002198
KO
54.2074
17.306
−1.64722
−2.72479
0.00015 
0.007086
yes


XLOC_010645
KO
6.26065
2.00333
−1.64391
−2.32636
0.00035 
0.014242
yes


XLOC_034696
KO
33.0474
10.5767
−1.64364
−2.52373
5.00E−05
0.002735
yes


XLOC_000241
KO
42.1639
13.6825
−1.62368
−4.36818
5.00E−05
0.002735
yes


XLOC_039386
KO
1.31445
0.426718
−1.62311
−1.48548
0.00125 
0.038196
yes


XLOC_053212
KO
2.708
0.879563
−1.62237
−2.24753
0.0004 
0.015799
yes


XLOC_052663
KO
75.7113
24.5939
−1.62221
−3.04523
5.00E−05
0.002735
yes


XLOC_039466
KO
1.02834
0.334353
−1.62087
−1.83078
0.0008 
0.027077
yes


XLOC_017654
KO
15.3727
5.00867
−1.61787
−2.12866
0.0008 
0.027077
yes


XLOC_047223
KO
6.1214
1.99544
−1.61716
−3.08689
5.00E−05
0.002735
yes


XLOC_003629
KO
1.71092
0.559275
−1.61314
−1.05619
0.0004 
0.015799
yes


XLOC_010433
KO
3.94169
1.29099
−1.61034
−2.61798
5.00E−05
0.002735
yes


XLOC_026186
KO
22.3438
7.3724
−1.59967
−2.32535
5.00E−05
0.002735
yes


XLOC_038828
KO
4.99956
1.65319
−1.59655
−2.2868
0.0002 
0.008981
yes


XLOC_006249
KO
0.613709
0.20387
−1.58991
−1.19609
0.0015 
0.04365
yes


XLOC_034292
KO
6.12088
2.03902
−1.58586
−2.43569
5.00E−05
0.002735
yes


XLOC_053223
KO
0.421532
0.140638
−1.58365
−1.75284
0.0003 
0.012524
yes


XLOC_011232
KO
1.15015
0.383792
−1.58343
−1.11315
0.00075 
0.025855
yes


XLOC_037288
KO
21.8081
7.35384
−1.56829
−2.21847
5.00E−05
0.002735
yes


XLOC_024145
KO
6.99037
2.3635
−1.56445
−2.28907
5.00E−05
0.002735
yes


XLOC_037647
KO
5.77732
1.96239
−1.55779
−2.1471
0.00035 
0.014242
yes


XLOC_002435
KO
16.356
5.56534
−1.55528
−2.33608
0.00055 
0.020318
yes


XLOC_007098
KO
8.42084
2.88108
−1.54735
−3.12138
5.00E−05
0.002735
yes


XLOC_039218
KO
19.3362
6.63039
−1.54413
−3.40354
5.00E−05
0.002735
yes


XLOC_050847
KO
2.35306
0.816701
−1.52666
−2.35945
5.00E−05
0.002735
yes


XLOC_049164
KO
9.52422
3.3134
−1.52329
−2.79672
5.00E−05
0.002735
yes


XLOC_011248
KO
4.72903
1.66333
−1.50747
−2.67397
5.00E−05
0.002735
yes


XLOC_028509
KO
1.22008
0.42977
−1.50534
−1.74354
0.00105 
0.03336
yes


XLOC_038748
KO
3.92563
1.38387
−1.50421
−2.18318
5.00E−05
0.002735
yes


XLOC_049806
KO
28.1104
9.91212
−1.50384
−3.7685
5.00E−05
0.002735
yes


XLOC_044981
KO
32.1077
11.3848
−1.49581
−2.92334
5.00E−05
0.002735
yes


XLOC_034156
KO
24.7366
8.83794
−1.48487
−3.8475
5.00E−05
0.002735
yes


XLOC_012486
KO
40.1892
14.3991
−1.48083
−2.86755
5.00E−05
0.002735
yes


XLOC_017508
KO
277.888
99.6569
−1.47946
−2.58013
5.00E−05
0.002735
yes


XLOC_023287
KO
1.99338
0.722277
−1.4646
−1.88344
0.00055 
0.020318
yes


XLOC_047196
KO
15.1672
5.50184
−1.46297
−2.86786
5.00E−05
0.002735
yes


XLOC_028947
KO
0.399154
0.146302
−1.448
−0.555
5.00E−05
0.002735
yes


XLOC_015553
KO
3.33689
1.23637
−1.43239
−1.09507
0.00115 
0.035883
yes


XLOC_003678
KO
21.137
7.8397
−1.4309
−3.52603
5.00E−05
0.002735
yes


XLOC_031529
KO
5.98448
2.23368
−1.4218
−3.25278
5.00E−05
0.002735
yes


XLOC_007421
KO
702.559
262.65
−1.41948
−3.20587
5.00E−05
0.002735
yes


XLOC_004771
KO
7.22815
2.71502
−1.41266
−2.24459
5.00E−05
0.002735
yes


XLOC_018419
KO
17.409
6.59944
−1.39942
−1.99618
0.0009 
0.029595
yes


XLOC_044600
KO
5.78204
2.20651
−1.38981
−2.54026
0.0001 
0.005033
yes


XLOC_011113
KO
25.1101
9.64113
−1.381
−2.41814
5.00E−05
0.002735
yes


XLOC_029655
KO
4.78991
1.83917
−1.38095
−2.49374
0.0001 
0.005033
yes


XLOC_025709
KO
13.0308
5.06852
−1.36229
−1.76943
0.00135 
0.040437
yes


XLOC_035892
KO
39.354
15.3097
−1.36207
−2.18675
0.0002 
0.008981
yes


XLOC_045084
KO
0.795032
0.309744
−1.35994
−1.42356
0.00115 
0.035883
yes


XLOC_054143
KO
8.72867
3.40655
−1.35745
−1.72119
0.0006 
0.021697
yes


XLOC_008272
KO
9.15741
3.5804
−1.35482
−1.78976
0.00125 
0.038196
yes


XLOC_044991
KO
3.98056
1.56136
−1.35017
−2.71689
5.00E−05
0.002735
yes


XLOC_054197
KO
5.55527
2.18751
−1.34457
−1.67642
0.00135 
0.040437
yes


XLOC_042802
KO
2.52107
0.995187
−1.341
−1.98022
0.0016 
0.045919
yes


XLOC_001178
KO
52.9734
20.9307
−1.33964
−2.76855
5.00E−05
0.002735
yes


XLOC_048061
KO
2.59948
1.0275
−1.33909
−1.87764
0.00105 
0.03336
yes


XLOC_049026
KO
123.358
48.8704
−1.33582
−4.20545
5.00E−05
0.002735
yes


XLOC_049157
KO
20.144
8.00261
−1.33181
−3.63713
5.00E−05
0.002735
yes


XLOC_016660
KO
12.3705
4.91447
−1.33179
−2.08266
0.0016 
0.045919
yes


XLOC_034147
KO
12.1316
4.83047
−1.32853
−1.81676
5.00E−05
0.002735
yes


XLOC_030666
KO
7.54085
3.01214
−1.32394
−2.44532
5.00E−05
0.002735
yes


XLOC_006553
KO
23.2596
9.34184
−1.31605
−1.6284
5.00E−05
0.002735
yes


XLOC_028877
KO
97.1879
39.2029
−1.30982
−3.05022
5.00E−05
0.002735
yes


XLOC_043536
KO
84.4552
34.1251
−1.30735
−3.84165
5.00E−05
0.002735
yes


XLOC_036181
KO
152.224
61.7318
−1.30211
−1.98636
0.00085 
0.028328
yes


XLOC_001874
KO
39.7368
16.1837
−1.29594
−3.42486
5.00E−05
0.002735
yes


XLOC_048183
KO
19.7062
8.03804
−1.29373
−2.03513
0.0012 
0.037051
yes


XLOC_048884
KO
27.9196
11.45
−1.28593
−3.24215
5.00E−05
0.002735
yes


XLOC_027617
KO
26.4953
10.8795
−1.28412
−3.31733
5.00E−05
0.002735
yes


XLOC_007792
KO
3.58211
1.47581
−1.27931
−2.14108
0.00035 
0.014242
yes


XLOC_006019
KO
121.709
50.3282
−1.27399
−3.67188
5.00E−05
0.002735
yes


XLOC_024146
KO
31.1534
12.9193
−1.26986
−3.78622
5.00E−05
0.002735
yes


XLOC_011021
KO
22.3665
9.36143
−1.25654
−2.03252
0.0007 
0.02448
yes


XLOC_048829
KO
6.82158
2.85779
−1.25521
−1.90499
5.00E−05
0.002735
yes


XLOC_014133
KO
101.751
42.8844
−1.24651
−3.93452
5.00E−05
0.002735
yes


XLOC_000084
KO
3.59607
1.52059
−1.24179
−2.07865
0.00045 
0.017298
yes


XLOC_005777
KO
3.08606
1.31263
−1.23331
−2.03421
5.00E−05
0.002735
yes


XLOC_023843
KO
4.09666
1.74661
−1.22989
−2.10578
0.0002 
0.008981
yes


XLOC_040879
KO
123.201
52.6185
−1.22737
−1.9734
0.00145 
0.042686
yes


XLOC_031878
KO
7.10173
3.07214
−1.20893
−2.55301
5.00E−05
0.002735
yes


XLOC_046371
KO
6.46922
2.80543
−1.20537
−2.12413
0.00095 
0.030847
yes


XLOC_013777
KO
41.4369
18.0507
−1.19886
−3.37099
5.00E−05
0.002735
yes


XLOC_025056
KO
4.86512
2.12005
−1.19838
−1.9063
0.00025 
0.010784
yes


XLOC_026645
KO
9.13983
4.00573
−1.1901
−1.83082
0.00015 
0.007086
yes


XLOC_038883
KO
15.0737
6.61438
−1.18835
−1.48691
0.0004 
0.015799
yes


XLOC_040599
KO
40.6696
17.8712
−1.18631
−1.4713
0.0007 
0.02448
yes


XLOC_036879
KO
134.611
59.2836
−1.18309
−2.1043
5.00E−05
0.002735
yes


XLOC_053052
KO
3.75209
1.66264
−1.17422
−1.94954
0.0012 
0.037051
yes


XLOC_004061
KO
91.66
40.6803
−1.17196
−2.84108
5.00E−05
0.002735
yes


XLOC_010923
KO
163.728
72.7628
−1.17003
−3.60833
5.00E−05
0.002735
yes


XLOC_051104
KO
89.957
39.981
−1.16992
−3.55585
5.00E−05
0.002735
yes


XLOC_000284
KO
35.0271
15.6015
−1.16678
−3.30325
5.00E−05
0.002735
yes


XLOC_006336
KO
1.56767
0.698831
−1.1656
−1.99677
0.00055 
0.020318
yes


XLOC_004451
KO
26.8217
11.9663
−1.16443
−3.43778
5.00E−05
0.002735
yes


XLOC_023416
KO
51.2899
22.9943
−1.1574
−1.50185
0.00015 
0.007086
yes


XLOC_039312
KO
127.457
57.2095
−1.15569
−2.23865
5.00E−05
0.002735
yes


XLOC_004870
KO
20.632
9.26229
−1.15544
−2.53388
5.00E−05
0.002735
yes


XLOC_028224
KO
9.17595
4.13915
−1.14852
−1.87923
0.00105 
0.03336
yes


XLOC_005776
KO
14.7848
6.68067
−1.14605
−2.62459
5.00E−05
0.002735
yes


XLOC_042028
KO
81.7624
37.1264
−1.13899
−1.92487
0.0008 
0.027077
yes


XLOC_003817
KO
11.6577
5.31277
−1.13375
−2.00654
0.001  
0.032108
yes


XLOC_044280
KO
2.34947
1.07655
−1.12592
−1.85318
0.0013 
0.039328
yes


XLOC_054067
KO
40.5625
18.5979
−1.12501
−3.19935
5.00E−05
0.002735
yes


XLOC_002921
KO
377.689
173.286
−1.12405
−3.56475
5.00E−05
0.002735
yes


XLOC_003395
KO
10.5582
4.86568
−1.11764
−2.49284
5.00E−05
0.002735
yes


XLOC_022130
KO
22.7403
10.5049
−1.11419
−1.42844
0.00095 
0.030847
yes


XLOC_051379
KO
59.0964
27.3081
−1.11374
−1.98619
0.00065 
0.023143
yes


XLOC_009139
KO
25.6311
11.8619
−1.11156
−2.66798
5.00E−05
0.002735
yes


XLOC_042929
KO
10.4828
4.85999
−1.109
−2.4495
5.00E−05
0.002735
yes


XLOC_003035
KO
44.5938
20.6895
−1.10795
−2.27019
0.00045 
0.017298
yes


XLOC_009886
KO
5.02865
2.33572
−1.1063
−1.79174
0.0008 
0.027077
yes


XLOC_031273
KO
14.8531
6.91336
−1.1033
−1.8769
0.00105 
0.03336
yes


XLOC_027092
KO
376.484
175.249
−1.10318
−3.02031
5.00E−05
0.002735
yes


XLOC_007077
KO
1.72936
0.805994
−1.10139
−1.28393
0.00175 
0.049136
yes


XLOC_007101
KO
157.757
73.5517
−1.10088
−2.99542
5.00E−05
0.002735
yes


XLOC_006989
KO
7.73359
3.61451
−1.09734
−1.93991
0.00025 
0.010784
yes


XLOC_011223
KO
3.37324
1.58056
−1.0937
−1.74645
0.00085 
0.028328
yes


XLOC_036975
KO
6.92999
3.2504
−1.09223
−2.08058
0.0005 
0.018851
yes


XLOC_028204
KO
0.930909
0.437129
−1.09058
−0.45143
5.00E−05
0.002735
yes


XLOC_048252
KO
8.3951
3.95905
−1.08439
−1.84487
0.00105 
0.03336
yes


XLOC_001688
KO
5.3835
2.53907
−1.08424
−1.69198
0.00175 
0.049136
yes


XLOC_044959
KO
16.7948
7.93382
−1.08193
−2.00541
0.0013 
0.039328
yes


XLOC_006957
KO
11.3322
5.41898
−1.06433
−1.91703
0.00015 
0.007086
yes


XLOC_040308
KO
82.1743
39.5718
−1.05421
−2.18327
5.00E−05
0.002735
yes


XLOC_040646
KO
30.0811
14.5089
−1.05192
−2.8137
5.00E−05
0.002735
yes


XLOC_048007
KO
8.77985
4.28762
−1.03402
−2.01858
0.00045 
0.017298
yes


XLOC_012876
KO
6.96702
3.42746
−1.0234
−2.53986
5.00E−05
0.002735
yes


XLOC_037005
KO
38.8983
19.1366
−1.02338
−2.09803
0.0002 
0.008981
yes


XLOC_039416
KO
29.6293
14.6233
−1.01876
−1.8837
0.00105 
0.03336
yes


XLOC_031885
KO
13.5965
6.73801
−1.01284
−2.48442
5.00E−05
0.002735
yes


XLOC_025480
KO
13.1484
6.54108
−1.00729
−2.54596
5.00E−05
0.002735
yes


XLOC_053141
KO
28.449
14.1725
−1.00528
−2.4841
5.00E−05
0.002735
yes


XLOC_011663
KO
294.908
147.174
−1.00274
−2.00927
5.00E−05
0.002735
yes


XLOC_015234
KO
3.80952
7.61908
1.00001
2.61342
5.00E−05
0.002735
yes


XLOC_011044
KO
7.2878
14.6238
1.00476
2.36644
5.00E−05
0.002735
yes


XLOC_052987
KO
9.87566
19.8785
1.00926
2.6223
5.00E−05
0.002735
yes


XLOC_052880
KO
53.456
107.661
1.01007
2.43261
5.00E−05
0.002735
yes


XLOC_038761
KO
43.8994
88.5581
1.01242
3.21263
5.00E−05
0.002735
yes


XLOC_026220
KO
77.868
157.543
1.01664
3.04357
5.00E−05
0.002735
yes


XLOC_023877
KO
4.40171
8.90632
1.01676
2.05122
0.0002 
0.008981
yes


XLOC_024463
KO
79.5062
161.005
1.01797
2.06394
0.00025 
0.010784
yes


XLOC_054058
KO
24.2914
49.2951
1.021
2.68099
5.00E−05
0.002735
yes


XLOC_054039
KO
10.9677
22.2842
1.02276
2.39519
5.00E−05
0.002735
yes


XLOC_020149
KO
6.36915
12.9446
1.02318
2.08145
0.0003 
0.012524
yes


XLOC_000135
KO
13.7324
28.0606
1.03096
2.04272
5.00E−05
0.002735
yes


XLOC_034496
KO
84.6598
173.288
1.03342
2.8
5.00E−05
0.002735
yes


XLOC_030700
KO
14.7909
30.3244
1.03576
3.00311
5.00E−05
0.002735
yes


XLOC_021959
KO
6.15215
12.7215
1.04811
2.70824
5.00E−05
0.002735
yes


XLOC_053962
KO
6.1006
12.6485
1.05195
2.71416
5.00E−05
0.002735
yes


XLOC_036851
KO
20.7169
42.9678
1.05244
1.73382
0.0014 
0.041595
yes


XLOC_007351
KO
8.47914
17.6812
1.06022
1.99481
0.0007 
0.02448
yes


XLOC_030393
KO
50.5917
105.751
1.06369
2.05265
0.0007 
0.02448
yes


XLOC_045032
KO
19.1913
40.1185
1.06382
1.74262
0.0002 
0.008981
yes


XLOC_008588
KO
33.7648
70.6238
1.06463
1.93305
0.00165 
0.0471
yes


XLOC_048193
KO
66.2249
138.784
1.0674
2.68073
5.00E−05
0.002735
yes


XLOC_053815
KO
10.0667
21.1455
1.07076
2.49548
5.00E−05
0.002735
yes


XLOC_040597
KO
8.1276
17.0871
1.07201
2.16635
0.0004 
0.015799
yes


XLOC_031446
KO
168.214
356.35
1.083
3.26649
5.00E−05
0.002735
yes


XLOC_001360
KO
4.28137
9.08067
1.08473
1.89544
0.00155 
0.04486
yes


XLOC_053006
KO
3.03606
6.44019
1.0849
2.27783
0.00025 
0.010784
yes


XLOC_035138
KO
12.6386
26.8364
1.08635
2.73585
5.00E−05
0.002735
yes


XLOC_035718
KO
2.52965
5.39302
1.09216
1.9143
0.00165 
0.0471
yes


XLOC_041572
KO
65.2856
139.324
1.09361
2.67672
5.00E−05
0.002735
yes


XLOC_053840
KO
47.033
100.451
1.09474
3.47853
5.00E−05
0.002735
yes


XLOC_052847
KO
20.2869
43.5028
1.10056
3.12745
5.00E−05
0.002735
yes


XLOC_024713
KO
30.1247
64.6101
1.10081
2.33619
5.00E−05
0.002735
yes


XLOC_050476
KO
21.0177
45.6355
1.11855
2.10784
0.0008 
0.027077
yes


XLOC_051615
KO
6.56452
14.306
1.12385
2.71612
5.00E−05
0.002735
yes


XLOC_038678
KO
2.02673
4.45669
1.13682
2.13386
0.0002 
0.008981
yes


XLOC_043700
KO
8.87916
19.5925
1.14181
1.89003
0.0014 
0.041595
yes


XLOC_008078
KO
7.45577
16.493
1.14542
2.19163
0.00025 
0.010784
yes


XLOC_046906
KO
58.8022
130.083
1.14549
2.04206
0.0006 
0.021697
yes


XLOC_002145
KO
3.13504
6.96175
1.15097
1.63792
0.0002 
0.008981
yes


XLOC_005982
KO
28.6082
63.6617
1.154
2.09932
0.0004 
0.015799
yes


XLOC_002143
KO
2.06928
4.6169
1.15779
1.48046
0.0017 
0.048164
yes


XLOC_004604
KO
30.2858
67.6373
1.15918
1.96696
0.0005 
0.018851
yes


XLOC_023130
KO
3.56065
7.96616
1.16174
2.18367
0.0003 
0.012524
yes


XLOC_053821
KO
23.8599
53.5873
1.1673
2.89986
5.00E−05
0.002735
yes


XLOC_000957
KO
26.5108
60.2415
1.18418
3.04613
5.00E−05
0.002735
yes


XLOC_045574
KO
2.62606
5.99118
1.18994
2.41286
0.00015 
0.007086
yes


XLOC_052690
KO
1.16105
2.6545
1.19301
2.30912
5.00E−05
0.002735
yes


XLOC_052629
KO
16.2352
37.1548
1.19443
2.78829
5.00E−05
0.002735
yes


XLOC_046843
KO
8.23671
18.9484
1.20194
2.51911
5.00E−05
0.002735
yes


XLOC_052878
KO
11.5599
26.5993
1.20225
2.78574
5.00E−05
0.002735
yes


XLOC_025629
KO
3.30936
7.64425
1.20782
2.5271
5.00E−05
0.002735
yes


XLOC_042340
KO
12.8215
29.6412
1.20904
2.2655
0.0002 
0.008981
yes


XLOC_028258
KO
1.74141
4.06742
1.22386
2.15101
0.00025 
0.010784
yes


XLOC_036012
KO
27.5439
64.6672
1.2313
2.76425
5.00E−05
0.002735
yes


XLOC_002280
KO
2.97165
7.03531
1.24335
2.68067
5.00E−05
0.002735
yes


XLOC_054123
KO
60.1616
142.873
1.24782
1.29666
0.00045 
0.017298
yes


XLOC_045653
KO
5.68015
13.5794
1.25742
3.00513
5.00E−05
0.002735
yes


XLOC_047007
KO
15.6805
37.6073
1.26204
2.4299
0.0001 
0.005033
yes


XLOC_042338
KO
4.7777
11.4744
1.26403
2.42558
0.0001 
0.005033
yes


XLOC_054062
KO
8.26034
19.9021
1.26865
3.23466
5.00E−05
0.002735
yes


XLOC_031168
KO
163.23
394.018
1.27135
3.37261
5.00E−05
0.002735
yes


XLOC_049732
KO
4.9283
11.9161
1.27375
1.83503
0.001  
0.032108
yes


XLOC_046218
KO
28.7723
70.2028
1.28685
3.11403
5.00E−05
0.002735
yes


XLOC_040610
KO
1.33467
3.2699
1.29277
1.96742
0.0015 
0.04365
yes


XLOC_044277
KO
14.4832
35.5543
1.29564
2.82827
0.00025 
0.010784
yes


XLOC_005833
KO
105.68
259.486
1.29595
3.98504
5.00E−05
0.002735
yes


XLOC_033519
KO
78.9043
194.284
1.29999
3.88223
5.00E−05
0.002735
yes


XLOC_036029
KO
9.69148
23.8698
1.3004
3.28336
5.00E−05
0.002735
yes


XLOC_032423
KO
14.9163
36.7415
1.30052
2.5059
5.00E−05
0.002735
yes


XLOC_052071
KO
69.8407
172.894
1.30775
3.9905
5.00E−05
0.002735
yes


XLOC_048551
KO
2.02625
5.02466
1.31022
1.76829
0.00075 
0.025855
yes


XLOC_007003
KO
6.43813
16.1089
1.32315
2.7716
5.00E−05
0.002735
yes


XLOC_030738
KO
7.51868
18.9446
1.33324
2.26785
0.0002 
0.008981
yes


XLOC_026026
KO
1.12693
2.8411
1.33405
2.47726
5.00E−05
0.002735
yes


XLOC_017540
KO
4.07318
10.2764
1.33511
1.99525
5.00E−05
0.002735
yes


XLOC_033561
KO
15.1967
38.3805
1.33661
3.51652
5.00E−05
0.002735
yes


XLOC_030077
KO
1.26723
3.21085
1.34128
1.98788
0.00075 
0.025855
yes


XLOC_010023
KO
5.90104
14.9581
1.34189
1.96949
0.0008 
0.027077
yes


XLOC_048928
KO
9.36661
23.7803
1.34417
3.90375
5.00E−05
0.002735
yes


XLOC_048992
KO
19.9381
50.9025
1.35221
3.17818
5.00E−05
0.002735
yes


XLOC_005542
KO
38.5425
99.5566
1.36907
3.29681
5.00E−05
0.002735
yes


XLOC_054006
KO
13.1477
34.0304
1.37201
2.67697
5.00E−05
0.002735
yes


XLOC_038088
KO
100.459
260.341
1.3738
2.8337
5.00E−05
0.002735
yes


XLOC_026199
KO
28.9917
75.2681
1.3764
3.22416
5.00E−05
0.002735
yes


XLOC_009683
KO
2.68748
7.01635
1.38447
2.97624
5.00E−05
0.002735
yes


XLOC_054131
KO
13.1878
34.4304
1.38448
2.66963
5.00E−05
0.002735
yes


XLOC_032441
KO
2.91575
7.63418
1.3886
2.64816
5.00E−05
0.002735
yes


XLOC_003976
KO
8.08992
21.2254
1.3916
3.21685
5.00E−05
0.002735
yes


XLOC_053841
KO
13.3611
35.5581
1.41214
3.06779
5.00E−05
0.002735
yes


XLOC_005843
KO
4.53894
12.1011
1.41472
1.9081
0.0005 
0.018851
yes


XLOC_012477
KO
42.4195
114.119
1.42775
3.06511
5.00E−05
0.002735
yes


XLOC_014816
KO
18.3529
49.6401
1.4355
2.11039
0.00055 
0.020318
yes


XLOC_040656
KO
0.940972
2.54538
1.43566
2.42751
5.00E−05
0.002735
yes


XLOC_006803
KO
53.9582
146.698
1.44293
4.46487
5.00E−05
0.002735
yes


XLOC_052691
KO
185.928
505.565
1.44316
3.8742
5.00E−05
0.002735
yes


XLOC_005775
KO
78.0884
213.469
1.45085
3.08272
5.00E−05
0.002735
yes


XLOC_052372
KO
24.2723
66.7327
1.45908
4.07862
5.00E−05
0.002735
yes


XLOC_000088
KO
6.78636
18.7682
1.46758
2.41851
0.0001 
0.005033
yes


XLOC_024612
KO
1.63477
4.58554
1.488
2.15573
0.00055 
0.020318
yes


XLOC_026219
KO
0.943851
2.64789
1.48821
2.06279
5.00E−05
0.002735
yes


XLOC_053827
KO
115.952
325.692
1.48998
3.69007
5.00E−05
0.002735
yes


XLOC_053972
KO
5.57773
15.6749
1.4907
2.85032
5.00E−05
0.002735
yes


XLOC_013498
KO
0.361074
1.02785
1.50926
1.3166
0.0014 
0.041595
yes


XLOC_031173
KO
11.9603
34.1916
1.5154
3.90307
5.00E−05
0.002735
yes


XLOC_052853
KO
2.90881
8.48748
1.54491
2.54431
0.0002 
0.008981
yes


XLOC_043236
KO
8.31831
24.4362
1.55466
2.93167
5.00E−05
0.002735
yes


XLOC_046163
KO
1.37258
4.0381
1.55679
2.26618
0.0001 
0.005033
yes


XLOC_053995
KO
364.416
1074.34
1.55979
3.77603
5.00E−05
0.002735
yes


XLOC_016656
KO
0.172902
0.510356
1.56155
1.16971
0.00165 
0.0471
yes


XLOC_035032
KO
36.1819
107.377
1.56935
4.68112
5.00E−05
0.002735
yes


XLOC_007911
KO
0.421347
1.26254
1.58325
2.00489
0.00145 
0.042686
yes


XLOC_009044
KO
1.81447
5.52823
1.60727
1.99538
0.00045 
0.017298
yes


XLOC_025875
KO
6.9918
21.3048
1.60744
2.63403
5.00E−05
0.002735
yes


XLOC_051389
KO
2.8445
8.68041
1.60959
2.37565
5.00E−05
0.002735
yes


XLOC_028631
KO
0.366398
1.13674
1.63342
1.7807
5.00E−05
0.002735
yes


XLOC_035814
KO
2.43234
7.56835
1.63763
2.06284
0.0007 
0.02448
yes


XLOC_028335
KO
2.97422
9.49043
1.67396
2.44973
5.00E−05
0.002735
yes


XLOC_042640
KO
26.1336
83.71
1.67949
3.34677
5.00E−05
0.002735
yes


XLOC_037275
KO
1.02775
3.30235
1.68401
1.63491
5.00E−05
0.002735
yes


XLOC_022915
KO
1.5145
4.91028
1.69696
2.60539
0.0001 
0.005033
yes


XLOC_014449
KO
0.387198
1.26125
1.70372
1.50627
0.00095 
0.030847
yes


XLOC_006704
KO
0.603357
1.97094
1.7078
1.64241
0.0002 
0.008981
yes


XLOC_004924
KO
3.31154
10.9328
1.72309
3.11148
5.00E−05
0.002735
yes


XLOC_032387
KO
3.99715
13.2296
1.72673
2.84469
5.00E−05
0.002735
yes


XLOC_017398
KO
0.259344
0.860178
1.72977
1.15779
0.0002 
0.008981
yes


XLOC_052195
KO
2.9645
9.85161
1.73257
2.35485
0.0001 
0.005033
yes


XLOC_037118
KO
17.9792
60.0782
1.74051
2.03774
0.00125 
0.038196
yes


XLOC_053014
KO
3.34332
11.2148
1.74605
3.38868
5.00E−05
0.002735
yes


XLOC_015083
KO
0.676862
2.29222
1.75981
0.614236
5.00E−05
0.002735
yes


XLOC_022019
KO
0.470582
1.59924
1.76487
1.58847
0.00025 
0.010784
yes


XLOC_051724
KO
1.42107
4.86941
1.77677
2.87987
5.00E−05
0.002735
yes


XLOC_000121
KO
0.241846
0.840111
1.79649
1.25909
0.0017 
0.048164
yes


XLOC_000327
KO
0.242484
0.848684
1.80734
2.1924
0.0005 
0.018851
yes


XLOC_039801
KO
0.598491
2.09971
1.81079
2.51873
5.00E−05
0.002735
yes


XLOC_045580
KO
185.166
651.936
1.81591
3.07949
5.00E−05
0.002735
yes


XLOC_014868
KO
0.621126
2.2059
1.82841
2.50044
0.0001 
0.005033
yes


XLOC_014085
KO
0.180093
0.658612
1.87069
2.0777
0.00075 
0.025855
yes


XLOC_023568
KO
7.63411
28.1995
1.88514
2.84838
5.00E−05
0.002735
yes


XLOC_037820
KO
12.3395
45.6047
1.8859
4.08253
5.00E−05
0.002735
yes


XLOC_025948
KO
2.21661
8.34637
1.91279
2.4035
0.00065 
0.023143
yes


XLOC_016521
KO
0.257452
0.971515
1.91593
2.09525
0.0005 
0.018851
yes


XLOC_037153
KO
0.413618
1.57214
1.92636
1.28723
0.00065 
0.023143
yes


XLOC_034645
KO
0.5919
2.26873
1.93846
2.36179
0.00025 
0.010784
yes


XLOC_037405
KO
0.929399
3.59335
1.95096
2.16965
0.0013 
0.039328
yes


XLOC_045797
KO
68.7105
265.92
1.95239
3.58335
5.00E−05
0.002735
yes


XLOC_004325
KO
0.499493
1.93738
1.95557
1.51517
0.0011 
0.034628
yes


XLOC_051882
KO
0.126278
0.502587
1.99277
0.782285
5.00E−05
0.002735
yes


XLOC_017869
KO
0.241538
0.971756
2.00834
1.17849
0.0009 
0.029595
yes


XLOC_030369
KO
17.9991
72.8577
2.01716
5.9886
5.00E−05
0.002735
yes


XLOC_047511
KO
0.121904
0.511871
2.07003
1.8145
0.0002 
0.008981
yes


XLOC_046984
KO
0.497986
2.10412
2.07904
2.40101
5.00E−05
0.002735
yes


XLOC_007385
KO
9.19124
38.9163
2.08204
5.8176
5.00E−05
0.002735
yes


XLOC_025926
KO
0.739075
3.17893
2.10475
1.96094
0.0005 
0.018851
yes


XLOC_040637
KO
0.204073
0.885306
2.11709
2.3131
0.00015 
0.007086
yes


XLOC_012724
KO
0.58584
2.60382
2.15205
1.90326
0.0002 
0.008981
yes


XLOC_006913
KO
12.0212
54.4459
2.17925
4.21676
5.00E−05
0.002735
yes


XLOC_049314
KO
2.44012
11.0794
2.18285
1.90716
5.00E−05
0.002735
yes


XLOC_016027
KO
0.454901
2.06575
2.18304
2.84692
5.00E−05
0.002735
yes


XLOC_015082
KO
238.716
1086.07
2.18575
5.44884
5.00E−05
0.002735
yes


XLOC_015979
KO
2.06358
9.42343
2.1911
3.30441
5.00E−05
0.002735
yes


XLOC_024337
KO
5.27805
24.8236
2.23363
2.72284
5.00E−05
0.002735
yes


XLOC_035303
KO
0.553078
2.62482
2.24667
2.66454
5.00E−05
0.002735
yes


XLOC_003362
KO
1.26564
6.07502
2.26302
3.30599
5.00E−05
0.002735
yes


XLOC_032392
KO
3.34231
17.0188
2.34822
4.7306
5.00E−05
0.002735
yes


XLOC_052942
KO
3.87359
19.8155
2.35489
3.39603
5.00E−05
0.002735
yes


XLOC_036567
KO
0.663086
3.42892
2.37049
2.09127
0.00015 
0.007086
yes


XLOC_045798
KO
0.179411
0.9302
2.37427
0.396793
0.00085 
0.028328
yes


XLOC_047230
KO
3.2521
17.7581
2.44903
3.67184
5.00E−05
0.002735
yes


XLOC_052560
KO
1.40902
7.70056
2.45027
3.91713
5.00E−05
0.002735
yes


XLOC_003458
KO
0.123397
0.675328
2.45229
2.68551
5.00E−05
0.002735
yes


XLOC_034204
KO
0.145277
0.797188
2.45612
1.49544
0.0001 
0.005033
yes


XLOC_049383
KO
4.19774
23.1397
2.46269
3.89288
5.00E−05
0.002735
yes


XLOC_005163
KO
0.301241
1.6736
2.47396
3.15373
5.00E−05
0.002735
yes


XLOC_054060
KO
0.157586
0.883085
2.48641
2.27535
5.00E−05
0.002735
yes


XLOC_049559
KO
0.166759
0.954374
2.51679
2.98061
0.0001 
0.005033
yes


XLOC_022729
KO
2.51482
14.8367
2.56064
4.00418
5.00E−05
0.002735
yes


XLOC_023335
KO
0.660718
3.9099
2.56502
2.62295
5.00E−05
0.002735
yes


XLOC_043927
KO
0.348939
2.10265
2.59117
1.61414
5.00E−05
0.002735
yes


XLOC_028901
KO
0.205164
1.24854
2.60539
2.73024
0.00015 
0.007086
yes


XLOC_021584
KO
1.41437
8.61438
2.60659
3.66797
5.00E−05
0.002735
yes


XLOC_031893
KO
0.272375
1.65949
2.60707
2.44215
5.00E−05
0.002735
yes


XLOC_047531
KO
0.221946
1.40983
2.66724
1.58133
5.00E−05
0.002735
yes


XLOC_030352
KO
14.4202
92.1945
2.67659
4.82284
5.00E−05
0.002735
yes


XLOC_047205
KO
43.9565
282.345
2.68331
5.56708
5.00E−05
0.002735
yes


XLOC_037406
KO
1.56496
10.16
2.6987
3.4056
5.00E−05
0.002735
yes


XLOC_036569
KO
5.60152
37.6157
2.74744
5.87658
5.00E−05
0.002735
yes


XLOC_024906
KO
10.0921
70.4324
2.80301
3.39614
5.00E−05
0.002735
yes


XLOC_027347
KO
0.059214
0.416652
2.81484
0.191488
5.00E−05
0.002735
yes


XLOC_000114
KO
0.089288
0.631005
2.82112
0.337765
0.0017 
0.048164
yes


XLOC_013839
KO
0.144764
1.09159
2.91466
4.01475
5.00E−05
0.002735
yes


XLOC_001202
KO
1.04701
8.04572
2.94194
4.55678
5.00E−05
0.002735
yes


XLOC_049751
KO
1.69057
13.5802
3.00593
1.59705
0.00065 
0.023143
yes


XLOC_050257
KO
0.049111
0.410124
3.06195
1.31082
5.00E−05
0.002735
yes


XLOC_026965
KO
0.177762
1.52343
3.0993
2.70468
0.0003 
0.012524
yes


XLOC_051526
KO
0.507191
4.73696
3.22336
2.5458
5.00E−05
0.002735
yes


XLOC_025815
KO
0.102352
0.990864
3.27514
1.26515
0.0002 
0.008981
yes


XLOC_000992
KO
0.209731
2.03568
3.2789
3.16275
5.00E−05
0.002735
yes


XLOC_017767
KO
1.05023
10.519
3.32422
2.84592
5.00E−05
0.002735
yes


XLOC_017689
KO
0.888696
9.33779
3.39332
3.92041
5.00E−05
0.002735
yes


XLOC_014541
KO
0.110567
1.20961
3.45154
3.44299
5.00E−05
0.002735
yes


XLOC_035850
KO
0.054407
0.674055
3.631
1.00843
0.00135 
0.040437
yes


XLOC_022342
KO
25.8899
327.557
3.66129
9.12956
5.00E−05
0.002735
yes


XLOC_015003
KO
0.390992
4.94855
3.66179
2.8336
5.00E−05
0.002735
yes


XLOC_036088
KO
0.189807
2.75838
3.86122
3.81947
5.00E−05
0.002735
yes


XLOC_054232
KO
0.036869
0.594302
4.01071
2.84046
5.00E−05
0.002735
yes


XLOC_047719
KO
0.806157
13.073
4.01938
5.27775
5.00E−05
0.002735
yes


XLOC_053187
KO
10.1426
229.041
4.4971
8.80028
5.00E−05
0.002735
yes


XLOC_052734
KO
1.28598
36.491
4.8266
9.40326
5.00E−05
0.002735
yes


XLOC_030000
KO
0.052009
6.94072
7.06019
1.201
0.00025 
0.010784
yes


XLOC_025431
KO
0
0.934836
inf
#NAME?
0.00075 
0.025855
yes


XLOC_036777
KO
0
0.332679
inf
#NAME?
0.0008 
0.027077
yes


XLOC_027001
KO
0.354255
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_025714
KO
0.776716
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_045348
KO
1.04504
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_006399
KO
2.05138
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_050265
KO
0.40988
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_032449
KO
0.705069
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_051343
KO
0.255896
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_031712
KO
0.399756
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_033655
KO
1.1969
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_010032
KO
0.288388
0
#NAME?
#NAME?
0.0001 
0.005033
yes


XLOC_050737
KO
0.593515
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_049474
KO
0.308428
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_053524
KO
0.340771
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_027708
KO
0.56401
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_040716
KO
0.455888
0
#NAME?
#NAME?
5.00E−05
0.002735
yes


XLOC_031042
KO
0.539013
0
#NAME?
#NAME?
0.00075 
0.025855
yes


XLOC_050453
KO
0.475329
0
#NAME?
#NAME?
0.0001 
0.005033
yes


XLOC_024731
KO
2.7551
0
#NAME?
#NAME?
5.00E−05
0.002735
yes
















SUPPLEMENTARY TABLE 1.B





PAX6DKO VS WT























tracking_id
gene
WT_1
WT_0
WT_2
DKO_0
DKO_1
DKO_2
gene





XLOC_027099
IAH1
6.35612
26.3106
8.48768
0.018812
0.113338
0
IAH1


XLOC_044162
AL021368.4,
2.2691
3.09331
8.54334
0
0.065594
0
AL021368.4,



GUSBP4,






GUSBP4,



LINC00680






LINC00680


XLOC_033655
PRODH
0
0
3.55524
0
0
0.017005
PRODH


XLOC_014867
VSX2
24.0414
42.2013
44.5609
0.436724
0.009159
0.15957
VSX2


XLOC_049453
NIPAL2,
0.540427
1.67815
169.136
0.418319
1.11934
0.338185
NIPAL2,



RNU6-914P






RNU6-914P


XLOC_028271
DAPL1,
77.5916
125.672
120.717
3.67888
0.989218
1.47695
DAPL1,



OR7E28P,






OR7E28P,



OR7E89P






OR7E89P


XLOC_039936
BHMT
37.3323
111.92
120.503
1.69085
1.44365
2.45093
BHMT


XLOC_000776
FOXE3
14.8087
39.8849
41.069
0.631188
0.619772
1.46708
FOXE3


XLOC_044161
AL021368.2
0.709032
0.298226
0.769589
0.009649
0.01983
0.02273
AL021368.2


XLOC_012702
TBX5
1.94744
0.731017
5.94325
0.014702
0.015108
0.253743
TBX5


XLOC_002160
C1orf186
0.63685
6.86482
5.34159
0.10146
0.342507
0.0258
C1orf186


XLOC_012591
PAH
0.066411
1.6998
3.42992
0.110606
0.006534
0.105655
PAH


XLOC_009482
CTSF
2.91724
14.9852
7.31819
0.015297
0.584739
0.574229
CTSF


XLOC_002728
MIR34A,
1.4038
120.464
2.53687
1.97198
1.36587
2.79904
MIR34A,



MIR34AHG






MIR34AHG


XLOC_027566
ATP6V1B1
4.78079
11.3255
5.64947
0.65953
0.139568
0.343879
ATP6V1B1


XLOC_025026
ZNF726,
1.61892
1.56815
0.946504
0.077959
0.068264
0.073718
ZNF726,



ZNF92P3






ZNF92P3


XLOC_018597
CLEC19A
23.9987
10.9556
18.88
0.86652
0.875949
1.17152
CLEC19A


XLOC_036565
CP
6.26707
50.9784
42.8121
1.08762
0.47466
4.23101
CP


XLOC_040762
AC138035.1
0.275702
4.87749
0.33735
0.148363
0.065456
0.10979
AC138035.1


XLOC_006922
PITX3
1.52713
5.05783
6.0417
0.203747
0.173092
0.377088
PITX3


XLOC_033225
CRYBB3
1.85882
7.03654
4.079
0.227666
0.233945
0.32182
CRYBB3


XLOC_002465
KMO
5.58462
16.448
13.9268
1.0157
0.515373
0.796776
KMO


XLOC_048453
ZNF572
0.412887
0.750842
0.300014
0.024293
0.041605
0.053412
ZNF572


XLOC_005226
GAD2
0.329415
1.20134
1.25571
0.113463
0.013539
0.108748
GAD2


XLOC_019871
EIF3CL
2.88923
0.208908
0.197669
0.087299
0.080736
0.115168
EIF3CL


XLOC_030539
FZD5
6.3426
16.7834
14.869
1.75585
0.902139
0.784099
FZD5


XLOC_041832
PPP2R2B,
370.411
12.3097
10.1457
12.964
12.9812
10.2564
PPP2R2B,



RNA5SP196






RNA5SP196


XLOC_024322
RAX
9.60122
8.87129
16.2795
0.827653
1.63647
0.855323
RAX


XLOC_030921
LAMP5
3.28604
11.1172
8.30284
0.678143
0.739653
0.765154
LAMP5


XLOC_008341
CNTN5
2.87317
6.12486
6.60276
0.887016
0.287429
0.337658
CNTN5


XLOC_038319
HMX1
2.73849
4.31346
5.84262
0.235902
0.27271
0.75775
HMX1


XLOC_041731
SPOCK1
145.596
162.91
145.988
15.7719
13.4086
15.6346
SPOCK1


XLOC_009925
CRYAB
366.654
1347.99
1734.04
124.208
103.316
125.801
CRYAB


XLOC_048642
CSMD1
17.263
0.301447
0.798707
0.47554
1.03686
0.37402
CSMD1


XLOC_001908
PAPPA2
11.3668
17.3899
23.9001
1.75662
2.06159
1.907
PAPPA2


XLOC_034205
HRH1
0.728556
2.35439
2.62183
0.134182
0.204387
0.299929
HRH1


XLOC_010676
GPD1
1.08232
1.40149
1.99675
0.172709
0.11047
0.227419
GPD1


XLOC_031377
APCDD1L-AS1
1.25226
2.13926
1.38036
0.139581
0.434297
0.022103
APCDD1L-AS1


XLOC_038358
NKX3-2
1.22611
0.343896
1.52837
0.057486
0.206751
0.14445
NKX3-2


XLOC_027565
VAX2
1.61982
2.62167
1.2574
0.318721
0.109171
0.350383
VAX2


XLOC_051344
ALDH1A1
268.278
337.186
344.585
45.5472
35.4898
55.3302
ALDH1A1


XLOC_036590
AC020636.2,
1.64049
4.57607
3.36258
0.771193
0.15853
0.463221
AC020636.2,



CLRN1,






CLRN1,



MINDY4B






MINDY4B


XLOC_036625
AC108729.3,
27.0835
230.605
21.8681
12.2886
14.8895
13.5729
AC108729.3,



PLCH1






PLCH1


XLOC_017273
AC015712.1,
61.8026
83.4586
50.6442
10.5314
6.87879
11.3318
AC015712.1,



AC015712.4,






AC015712.4,



AC015712.5,






AC015712.5,



AC015712.6,






AC015712.6,



ALDH1A3






ALDH1A3


XLOC_016033
DIO3OS,
3.35376
3.63927
4.21183
0.199066
0.480621
0.97296
DIO3OS,



MIR1247






MIR1247


XLOC_029247
CYP1B1,
12.7944
15.2601
26.2721
3.0588
2.10553
2.94246
CYP1B1,



RMDN2-AS1






RMDN2-AS1


XLOC_018711
EIF3C
2.87618
34.5653
31.8651
4.72684
3.15636
2.47979
EIF3C


XLOC_032052
APCDD1L
2.60783
2.44671
2.12832
0.293242
0.570942
0.246149
APCDD1L


XLOC_019330
HSD17B2
108.573
79.3757
74.2518
11.3214
9.48488
19.7587
HSD17B2


XLOC_005448
DKK1
13.6083
16.1791
24.6678
2.34378
2.91815
3.17139
DKK1


XLOC_014052
DCT
116.653
24.9895
9.93978
10.1663
6.90676
8.14239
DCT


XLOC_002706
TNFRSF9
0.955634
5.22558
3.9647
0.95628
0.267551
0.486885
TNFRSF9


XLOC_044950
AC004160.1
0.053175
0.764147
0.924094
0
0.096271
0.202499
AC004160.1


XLOC_042581
MIR5004,
0.059656
0.074733
1.99489
0.232952
0.098403
0.049351
MIR5004,



SYNGAP1,






SYNGAP1,



ZBTB9






ZBTB9


XLOC_012370
CPM,
2.64187
6.95502
4.36488
0.870542
0.80487
0.84699
CPM,



PRELID2P1






PRELID2P1


XLOC_015185
DIO3
3.26808
6.67527
3.70188
0.853295
0.553079
1.15041
DIO3


XLOC_008373
GRIA4
4.46608
10.8139
10.2688
1.75957
1.17946
1.92112
GRIA4


XLOC_021142
CCL2
271.652
422.61
418.085
80.2066
49.6472
84.926
CCL2


XLOC_005951
ADRB1
0.676098
0.543138
0.695966
0.08453
0.250934
0.035401
ADRB1


XLOC_020429
ADAMTS18
20.9749
23.2548
27.0867
4.17636
5.37847
4.26227
ADAMTS18


XLOC_002055
LHX9
3.70858
1.54463
3.77319
0.872661
0.252278
0.660088
LHX9


XLOC_007296
CCKBR
18.9483
29.6155
16.3185
4.54304
4.3604
4.49649
CCKBR


XLOC_050766
BARHL1
7.75494
3.28797
51.4482
0.45201
2.47151
10.3857
BARHL1


XLOC_030190
CYTIP
0.890241
0.76244
0.753724
0.150365
0.293362
0.07193
CYTIP


XLOC_024400
FAM69C
11.6468
9.87495
8.56703
2.08273
2.59406
1.91915
FAM69C


XLOC_039183
SFRP2
476.589
775.446
776.525
112.159
165.839
168.877
SFRP2


XLOC_034614
SYNPR
15.8505
11.9411
10.1719
3.28918
1.98699
3.27429
SYNPR


XLOC_017031
CRABP1
1195.31
2227.35
1893.36
477.443
378.147
379.316
CRABP1


XLOC_043011
AL589740.1
2.83443
1.99495
3.03891
0.423911
0.413746
0.999699
AL589740.1


XLOC_035457
CLDN16
0.459136
0.442408
0.865385
0.070995
0.155026
0.186995
CLDN16


XLOC_003488
CRYZ
18.4011
18.1655
19.5315
2.13505
4.87919
6.20487
CRYZ


XLOC_049746
MAFA
0.615728
1.59732
0.741452
0.26726
0.191048
0.262786
MAFA


XLOC_013669
SHISA2
13.3832
15.9522
8.82117
2.92263
2.65672
3.73375
SHISA2


XLOC_015082
DLK1
108.58
445.412
155.099
116.197
31.0653
30.0931
DLK1


XLOC_047097
RELN
8.19846
15.0825
15.7761
2.35415
1.98371
5.5128
RELN


XLOC_029306
SIX3-AS1
5.17672
6.65778
12.9058
2.80865
1.72649
1.76511
SIX3-AS1


XLOC_037223
LINC02506
6.23974
51.9183
13.6307
10.4812
2.98631
4.98306
LINC02506


XLOC_019146
LRRC36
0.082067
1.9616
0.160277
0.261932
0.143079
0.162177
LRRC36


XLOC_005835
PAX2
1.3601
1.26266
2.89939
0.372508
0.486074
0.576677
PAX2


XLOC_002251
KCNK2
2.34228
3.29868
2.04425
0.750383
0.787665
0.463977
KCNK2


XLOC_029304
LINC01833
18.4764
41.3797
38.9724
11.1224
6.64704
8.07079
LINC01833


XLOC_018083
HOMER2
58.9068
72.7643
58.6159
20.1414
15.1953
15.6611
HOMER2


XLOC_027327
QPCT
2.4727
4.20444
2.60496
0.392047
0.790209
1.32658
QPCT


XLOC_002049
CRB1
2.30468
4.54208
3.18978
1.5315
0.60078
0.689177
CRB1


XLOC_023764
CDH20
37.685
38.8728
33.3169
9.58835
13.0342
8.27094
CDH20


XLOC_048281
ERICH5
16.2999
41.7988
46.1951
11.1174
4.84185
13.7767
ERICH5


XLOC_027527
MEIS1
85.4694
87.4353
66.8553
28.7246
17.1714
22.4992
MEIS1


XLOC_013601
GJA3
0.317404
0.736926
0.633042
0.10417
0.142725
0.238386
GJA3


XLOC_008880
LMO1
6.80765
8.85465
4.16178
2.45708
1.88068
1.41516
LMO1


XLOC_018419
IL32,
8.52227
24.9515
18.2384
5.3936
4.73932
4.90601
IL32,



RNU1-125P






RNU1-125P


XLOC_036882
CLDN1
50.106
58.8008
66.9105
13.5883
15.0468
23.5422
CLDN1


XLOC_051664
TNC
213.252
360.119
156.583
73.7033
108.252
34.7334
TNC


XLOC_024388
CBLN2
0.291008
2.26125
0.966416
0.430244
0.154044
0.480505
CBLN2


XLOC_041354
ANKRD34B
2.39566
1.69226
3.27724
0.314782
1.49788
0.420214
ANKRD34B


XLOC_002245
PROX1
2.4965
5.75226
8.62622
1.71467
1.61718
1.81632
PROX1


XLOC_043359
PPP1R14C
2.46775
7.44666
9.84518
2.26365
1.3536
2.51865
PPP1R14C


XLOC_053790
TCEAL5
11.4788
35.8439
10.9339
2.77939
6.19258
9.30113
TCEAL5


XLOC_039957
RASGRF2
5.12876
3.6573
5.43401
0.997472
1.78609
1.89001
RASGRF2


XLOC_015824
LTBP2
12.0873
10.9274
10.0768
2.89807
5.10566
3.04485
LTBP2


XLOC_041138
AC034238.1,
1.17155
1.49775
7.77941
0.650085
0.550149
2.40026
AC034238.1,



ESM1






ESM1


XLOC_039386
AC018709.1,
0.737531
1.38922
1.7777
0.609106
0.284264
0.453301
AC018709.1,



F11-AS1,






F11-AS1,



MTNR1A






MTNR1A


XLOC_027382
SIX3
26.4761
43.6453
49.5259
18.0016
12.0784
13.6248
SIX3


XLOC_034342
ARPP21
0.498718
1.92141
1.34695
0.521731
0.179582
0.6858
ARPP21


XLOC_022663
KRT17
95.5863
29.2402
2.37791
11.1458
33.3079
2.61583
KRT17


XLOC_044494
MAN1A1
11.7561
8.84561
8.97651
3.99183
3.59782
3.41598
MAN1A1


XLOC_050369
C9orf47,
10.2433
24.3117
16.6353
6.53462
6.42303
6.12603
C9orf47,



S1PR3






S1PR3


XLOC_004771
AL117348.1,
5.19131
11.1679
5.11138
3.81669
2.39961
1.80643
AL117348.1,



LEFTY2






LEFTY2


XLOC_012012
AMIGO2
3.45442
4.11641
4.20926
1.19783
1.44253
1.78408
AMIGO2


XLOC_053069
TKTL1
2.95503
5.38513
3.74899
1.99216
1.65393
1.0042
TKTL1


XLOC_011248
FAM222A
4.12358
5.19282
4.7307
1.51599
1.40564
2.48574
FAM222A


XLOC_013946
PCDH9
2.76325
2.87375
3.69818
0.904305
1.35518
1.34963
PCDH9


XLOC_030425
TMEFF2
40.0945
26.9503
23.8186
10.8991
10.3532
14.1006
TMEFF2


XLOC_001972
LAMC2
18.2713
9.66125
4.30548
3.20981
7.36387
1.98432
LAMC2


XLOC_038812
SNCA
120.444
90.172
102.326
33.7833
32.2981
56.3382
SNCA


XLOC_031027
SYNDIG1
1.17031
1.60609
1.62468
0.579908
0.60694
0.546443
SYNDIG1


XLOC_050268
RORB
1.59684
2.26923
1.99551
1.11116
0.7857
0.426796
RORB


XLOC_050235
AL353608.3,
14.8368
9.57984
9.86534
3.35358
5.24648
5.16355
AL353608.3,



PGM5






PGM5


XLOC_049879
TYRP1
235.705
54.4611
38.9429
59.2856
26.1865
48.6274
TYRP1


XLOC_035875
CSPG5
6.19783
7.13338
5.1209
3.51239
2.12591
2.0641
CSPG5


XLOC_047896
C8orf4
40.6436
47.2069
50.5633
13.5105
31.6952
12.6026
C8orf4


XLOC_048409
COL14A1
2.59648
2.10468
3.61912
1.07687
1.56109
0.85661
COL14A1


XLOC_010972
LGR5
19.3417
19.2728
20.0357
7.97384
8.60957
8.1073
LGR5


XLOC_050248
MAMDC2
13.1192
37.5715
35.6402
12.7504
9.82286
14.0674
MAMDC2


XLOC_004451
COLGALT2
18.8059
26.6688
34.1965
11.2487
9.74781
12.9374
COLGALT2


XLOC_026186
CPAMD8
18.8752
17.1836
30.3108
7.77265
10.4191
10.2379
CPAMD8


XLOC_004455
FAM129A
3.98387
3.30211
2.84975
1.89095
1.25215
1.20355
FAM129A


XLOC_023416
RAB31
39.4445
54.2819
58.6251
18.3149
23.4672
23.8651
RAB31


XLOC_027383
AC012354.1
2.27649
4.02042
4.51128
1.78547
1.59765
1.28546
AC012354.1


XLOC_051679
BRINP1
2.92763
3.40757
2.76609
1.55953
1.22748
1.28975
BRINP1


XLOC_002264
TGFB2,
45.5307
68.4717
84.3122
30.2041
32.3378
28.2233
TGFB2,



TGFB2-OT1






TGFB2-OT1


XLOC_006249
CUBN
0.43488
0.614983
0.773097
0.219685
0.238769
0.378187
CUBN


XLOC_034650
MITF
15.5231
10.5048
6.80536
4.89256
3.1139
7.07399
MITF


XLOC_030257
LRP2
27.3764
34.6716
38.5213
13.4993
17.2224
15.633
LRP2


XLOC_017507
GJD2
1.86204
3.68614
4.5392
1.48254
1.51391
1.70258
GJD2


XLOC_017508
ACTC1
244.194
242.898
338.343
121.789
166.507
101.795
ACTC1


XLOC_000284
EFHD2
36.94
33.3531
33.7508
15.2872
16.4366
17.5493
EFHD2


XLOC_027354
PKDCC
58.0919
68.659
69.506
27.3853
31.4243
34.6239
PKDCC


XLOC_003193
AC099795.1,
302.092
424.578
349.152
176.956
184.007
151.787
AC099795.1,



SLC2A1






SLC2A1


XLOC_027319
CRIM1
28.1111
39.825
54.7239
19.0044
18.1419
21.6203
CRIM1


XLOC_048183
AC015522.1
23.893
16.9284
17.7133
6.62867
11.233
10.8486
AC015522.1


XLOC_012216
PMEL
380.885
280.488
177.492
123.798
90.577
199.36
PMEL


XLOC_034156
BHLHE40
28.7412
23.1729
21.563
12.1994
14.1307
10.3034
BHLHE40


XLOC_047196
TSPAN12
11.4086
19.9723
13.6718
7.21286
9.09143
6.16548
TSPAN12


XLOC_030171
RPRM
5.40098
4.65882
5.19447
8.53696
10.2919
11.89
RPRM


XLOC_038414
LGI2
3.34797
2.21911
3.12553
3.90375
5.02253
8.64864
LGI2


XLOC_044149
BMP5
3.02977
1.71237
2.09512
3.95214
4.59264
5.41114
BMP5


XLOC_015662
RTN1
9.13956
9.31148
8.33665
14.1267
16.4955
24.1101
RTN1


XLOC_004016
CELF3
3.94652
6.17983
4.15166
7.71013
7.3096
14.2807
CELF3


XLOC_035933
CAMKV
3.09309
3.67909
2.58475
4.5568
5.55017
9.23923
CAMKV


XLOC_041385
HAPLN1
57.6882
39.4065
34.4343
82.0823
102.661
87.9429
HAPLN1


XLOC_004282
LMX1A
33.4135
21.9197
49.0861
70.9296
71.3898
75.9027
LMX1A


XLOC_028427
ITGA4
2.05187
1.25071
2.62518
2.11168
3.59207
6.87503
ITGA4


XLOC_053428
SYP
2.5879
3.11914
2.16079
5.13716
4.68135
7.29417
SYP


XLOC_010398
PTPRO
4.68262
3.8616
4.0351
15.7455
7.02845
4.65822
PTPRO


XLOC_033238
SEZ6L
1.77989
2.12385
1.38471
2.7291
3.26834
5.54343
SEZ6L


XLOC_051389
FRMD3
1.83018
2.1865
4.43258
5.52025
5.27143
7.91202
FRMD3


XLOC_031307
SNAI1
4.02313
3.05522
3.24031
4.44491
6.83397
11.7402
SNAI1


XLOC_030989
INSM1
1.6489
2.00348
1.96073
2.57814
3.52584
6.53783
INSM1


XLOC_050669
LMX1B
3.02009
1.22639
2.83911
2.88407
3.57748
9.73892
LMX1B


XLOC_052629
TCEAL2
19.9932
6.70028
21.5307
45.2251
34.9479
31.9153
TCEAL2


XLOC_006747
GRID1,
1.16152
0.89719
1.76359
1.27619
1.29953
6.46301
GRID1,



uc_338






uc_338


XLOC_052734
HTR2C
0.700825
1.81764
1.30142
5.75477
1.86245
1.56679
HTR2C


XLOC_047751
NEFM
17.7394
20.2093
27.1897
27.2862
42.1514
90.5211
NEFM


XLOC_042079
COL23A1
3.01085
2.66369
4.69091
4.21772
5.63487
15.6218
COL23A1


XLOC_048890
NEFL
10.1258
15.8403
16.4345
24.3631
25.7532
54.1677
NEFL


XLOC_018031
CHRNB4
1.2344
0.980568
0.904825
1.21408
2.39138
4.14531
CHRNB4


XLOC_004935
GREM2
0.745461
0.730919
0.535223
1.14036
1.4873
2.46793
GREM2


XLOC_042770
TFAP2B
30.3385
5.0023
8.23905
15.8348
47.749
48.956
TFAP2B


XLOC_030899
CHGB
1.56999
1.76668
1.1029
2.7693
3.48896
5.28896
CHGB


XLOC_052372
MAGEH1
24.0826
19.4032
28.612
63.5455
64.074
60.3462
MAGEH1


XLOC_043938
GRM4
0.475366
0.356607
0.357952
0.610677
1.08307
1.4304
GRM4


XLOC_026219
KIAA1683
0.87993
0.708561
1.21511
0.87429
2.28624
4.25022
KIAA1683


XLOC_009683
FAM181B
2.06403
1.75194
4.16686
5.45181
5.16281
10.627
FAM181B


XLOC_022915
CA10
1.19926
1.0558
2.24358
2.89383
2.37375
6.802
CA10


XLOC_041742
GFRA3
0.651745
0.624342
0.936448
1.26301
1.29785
3.37587
GFRA3


XLOC_032857
ERVH48-1
2.30878
2.91941
0.336689
6.00408
4.66685
4.27947
ERVH48-1


XLOC_032392
RIPPLY3
3.3058
2.73499
3.88712
9.4948
6.18763
10.994
RIPPLY3


XLOC_045787
CPED1,
3.8268
0.805165
4.70118
3.95265
5.94346
15.7302
CPED1,



HMGN1P18






HMGN1P18


XLOC_048897
EBF2
1.08758
1.07544
1.13791
1.58855
2.89245
4.63734
EBF2


XLOC_004252
MPZ
7.07102
4.30449
8.68341
7.3039
15.9612
32.4706
MPZ


XLOC_037044
MSX1
17.6647
15.2965
18.4083
41.1999
31.0716
70.4766
MSX1


XLOC_028714
CDK5R2
0.615729
0.570948
0.555986
1.40459
1.42113
2.04639
CDK5R2


XLOC_000794
ELAVL4
5.55111
9.7948
6.60765
12.4444
20.7901
28.7352
ELAVL4


XLOC_029809
RNF149,
10.09
7.77506
11.1104
8.96474
61.4119
11.7368
RNF149,



SNORD89






SNORD89


XLOC_003798
NHLH2
0.487362
0.637494
0.669737
1.15678
1.74957
2.21569
NHLH2


XLOC_047230
GRM8
3.54174
2.7208
3.39742
11.7384
7.85823
8.20732
GRM8


XLOC_021373
ADAM11
5.84158
3.45392
3.89677
7.41243
9.9017
20.6655
ADAM11


XLOC_017731
WDR72
0.650121
0.732428
1.04974
2.27034
1.79787
2.96327
WDR72


XLOC_031394
PHACTR3
1.68606
0.475005
1.2944
1.70091
3.66888
4.66095
PHACTR3


XLOC_004924
LINC01139
3.24003
2.89495
3.70155
12.1761
7.4302
9.3553
LINC01139


XLOC_038929
PITX2
4.66547
1.82763
4.11564
9.09252
9.39538
12.8157
PITX2


XLOC_024906
GDF15
4.30613
12.7602
12.9116
37.6506
18.5757
32.9894
GDF15


XLOC_048154
STMN2
69.4526
63.3122
60.4211
126.499
196.35
255.076
STMN2


XLOC_041939
EBF1
2.97424
1.79056
3.44582
4.15686
7.83243
12.7996
EBF1


XLOC_004283
RXRG
1.54887
1.02803
2.97637
2.8608
4.18203
9.86821
RXRG


XLOC_007091
EBF3
2.91282
2.9235
5.21086
6.21312
9.81381
17.7005
EBF3


XLOC_005825
ABCC2
1.04029
0.159979
0.460372
0.450145
2.01261
2.65277
ABCC2


XLOC_025095
CHST8
0.69729
1.04306
0.824119
1.48245
2.77272
3.77663
CHST8


XLOC_015674
SIX1
3.84063
2.32059
6.29803
7.51272
10.717
21.5869
SIX1


XLOC_034818
ZPLD1
0.454756
0.348382
0.944384
0.59692
0.94142
4.06766
ZPLD1


XLOC_026209
UNC13A
0.310463
0.385926
0.358126
0.661015
0.941611
1.78312
UNC13A


XLOC_047719
FGF17
0.181709
0.709779
1.50313
3.01003
1.14096
3.5756
FGF17


XLOC_008137
TPBGL
0.221
0.24914
0.18793
0.326765
0.612302
1.18635
TPBGL


XLOC_045774
MIR6132,
21.369
19.6749
37.513
195.309
26.2393
32.2836
MIR6132,



ST7,






ST7,



ST7-AS1_2,






ST7-AS1_2,



ST7-OT3_1,






ST7-OT3_1,



ST7-OT3_2,






ST7-OT3_2,



ST7-OT3_3,






ST7-OT3_3,



ST7-OT4,






ST7-OT4,



ST7-OT4_1,






ST7-OT4_1,



ST7-OT4_2,






ST7-OT4_2,



ST7-OT4_3,






ST7-OT4_3,



ST7-OT4_4






ST7-OT4_4


XLOC_010779
NEUROD4
0.855001
0.535386
0.545815
0.841925
2.15946
3.29204
NEUROD4


XLOC_030738
ECEL1
9.3731
3.88375
9.07631
21.1135
21.0309
30.5115
ECEL1


XLOC_028834
CHRND
0.133893
0.162252
0.169808
0.210794
0.282629
1.04517
CHRND


XLOC_038132
AC078881.1
0.483632
0.609226
0.537148
1.26026
1.68745
2.51901
AC078881.1


XLOC_003734
KCNA2
0.119848
0.114483
0.121454
0.196014
0.357263
0.641855
KCNA2


XLOC_016656
CKMT1A
0.195764
0.252631
0.065192
0.744312
0.751534
0.271323
CKMT1A


XLOC_023042
CSHL1,
0.147814
0.083878
0.086755
0.105186
0.444118
0.546804
CSHL1,



GH1






GH1


XLOC_021365
RUNDC3A
3.05171
3.43395
1.7738
7.60929
6.82062
14.3788
RUNDC3A


XLOC_037406
AC013724.1
1.26243
0.607775
2.7783
2.30769
5.23486
8.90323
AC013724.1


XLOC_031942
TNNC2
1.19843
0.597568
0.616824
0.948961
3.5413
4.04744
TNNC2


XLOC_007768
P2RX3
11.4484
5.26939
10.4009
17.4595
29.3766
49.982
P2RX3


XLOC_033962
SOX10
12.2156
5.89624
15.1764
13.7585
33.604
72.0709
SOX10


XLOC_023568
TTR
7.64744
5.28695
9.74179
44.2219
26.8182
11.0765
TTR


XLOC_001718
NHLH1
6.836
6.19652
5.38626
13.3689
16.7953
36.7185
NHLH1


XLOC_049809
DMRT2
0.060428
0.144392
0.05972
0.425798
0.402112
0.132896
DMRT2


XLOC_018647
HS3ST2
0.464535
0.258888
0.307657
0.687753
1.01603
2.07308
HS3ST2


XLOC_030682
COL4A4
0.304637
0.135306
0.181829
0.652932
0.405197
1.22085
COL4A4


XLOC_001956
CACNA1E
0.17295
0.115689
0.13369
0.440042
0.452217
0.658248
CACNA1E


XLOC_004290
FAM78B
0.345477
0.279269
0.333669
0.646977
0.982876
1.90918
FAM78B


XLOC_028175
THSD7B
2.67226
1.08222
1.82101
4.0935
6.58361
10.0276
THSD7B


XLOC_031081
XKR7
0.94844
0.508548
0.484812
1.11108
2.39362
3.70723
XKR7


XLOC_021148
TMEM132E
1.40988
0.486328
0.913432
1.32051
2.89112
6.25745
TMEM132E


XLOC_006505
DRGX
0.451418
0.137073
0.333515
0.540105
1.09737
1.95555
DRGX


XLOC_016464
APBA2
0.147763
0.102978
0.116272
0.621117
0.30874
0.50119
APBA2


XLOC_023046
ICAM2
0.049211
0
0.154296
0.289586
0.187764
0.322514
ICAM2


XLOC_005844
TLX1
0.807038
0.347483
0.883956
1.03245
3.05458
3.94125
TLX1


XLOC_005701
SNCG
13.499
10.2857
11.1359
24.9947
39.0555
73.5977
SNCG


XLOC_039723
ISL1
3.80905
1.01111
1.95895
3.02885
9.21573
14.5762
ISL1


XLOC_024513
ONECUT3
0.073395
0.085392
0.116475
0.113174
0.295455
0.685975
ONECUT3


XLOC_007448
SLC17A6
0.54407
0.608742
0.758128
1.27419
2.06446
4.30237
SLC17A6


XLOC_053775
BEX5
1.27132
0.998891
1.58627
6.6662
4.7515
4.21188
BEX5


XLOC_019423
CDH15
0.360616
0.084472
0.334736
0.218565
0.870598
2.08424
CDH15


XLOC_000925
FOXD3
1.2178
0.699633
1.34897
1.61526
3.91824
7.85973
FOXD3


XLOC_001202
NTNG1
1.08523
0.722204
1.30259
4.82741
2.79911
5.15245
NTNG1


XLOC_036925
APOD
0.174434
0.268206
0.139212
0.378946
0.715705
1.3068
APOD


XLOC_041716
NEUROG1
2.45398
1.73346
1.21042
2.01133
7.79432
12.5119
NEUROG1


XLOC_036866
SST
95.6846
43.2791
93.8272
173.63
389.789
428.784
SST


XLOC_030364
CERKL,
3.11322
2.10865
2.06817
4.77815
9.36537
17.3522
CERKL,



NEUROD1






NEUROD1


XLOC_041120
AC010478.1
0.670449
0.335633
0.558476
1.1048
2.14114
3.58328
AC010478.1


XLOC_042144
FOXQ1
0.13011
0.176936
0.133934
0.556044
0.340398
1.03676
FOXQ1


XLOC_033193
PCAT14
0.347555
3.34943
0.356329
9.4583
3.31814
5.48905
PCAT14


XLOC_002873
PLA2G2A
0.33933
11.6496
0.232865
34.2602
7.99949
13.8025
PLA2G2A


XLOC_051150
PAX5
0.041797
0.070755
0.110252
0.054935
0.794357
0.183891
PAX5


XLOC_046221
EN2
0.077904
0.038845
0.216523
0.405189
0.280246
0.888435
EN2


XLOC_045087
PPP1R17
7.65666
2.80618
6.70317
9.32798
28.1052
44.2009
PPP1R17


XLOC_050747
PRDM12
0.602529
0.15295
0.304479
0.273935
1.8128
2.99427
PRDM12


XLOC_007587
AC087521.3,
0.470656
0.343695
0.236177
0.746018
1.47777
3.00638
AC087521.3,



C11orf96






C11orf96


XLOC_042003
AC091980.2
0.125791
0.048248
0.229093
0.377453
0.447536
1.18557
AC091980.2


XLOC_003769
LINC01356
1.61564
14.0389
2.64513
61.8663
13.3663
16.6268
LINC01356


XLOC_044934
NXPH1
0.387357
0.155816
0.277031
0.776078
0.911533
2.50384
NXPH1


XLOC_027613
TLX2
0.535173
0.465132
0.599038
0.839251
2.06084
5.2989
TLX2


XLOC_022838
HOXB2
1.07836
0.403277
0.378429
2.09591
2.64729
4.9233
HOXB2


XLOC_028330
SP5
2.12602
0.923064
1.94033
3.68214
5.66955
16.8732
SP5


XLOC_031003
PAX1
0.088564
0.112961
0.078424
0.236148
0.449801
0.803336
PAX1


XLOC_001608
CHRNB2
0.554063
0.657415
0.285777
0.782043
3.97458
3.69563
CHRNB2


XLOC_003403
FOXD3-AS1
2.73328
2.74194
3.39322
7.61602
13.3845
30.4011
FOXD3-AS1


XLOC_015958
ITPK1
0.193583
0.201487
0.219044
0.281163
3.02305
0.256659
ITPK1


XLOC_009251
APLNR
1.01519
0.570663
0.285534
2.03327
4.7726
4.06639
APLNR


XLOC_038240
CPLX1
0.337301
0.41944
0.337179
0.959054
1.89178
3.5133
CPLX1


XLOC_037482
ODAM
0.189997
0.456696
0.130386
1.23694
0.990273
2.52954
ODAM


XLOC_045014
GPNMB
4.09897
2.67489
9.39444
20.0764
15.4035
64.2422
GPNMB


XLOC_047629
GATA4
0.154121
0.397169
0.267523
2.25432
1.15064
1.80146
GATA4


XLOC_037508
AFP
0.377022
0.440999
0.232247
1.07117
3.97382
1.70775
AFP


XLOC_022839
AC103702.1,
0.352998
0.148958
0.209501
0.520492
1.21586
2.93308
AC103702.1,



HOXB3,






HOXB3,



HOXB4,






HOXB4,



HOXB6






HOXB6


XLOC_021627
KCNH6
0.19152
0.116356
0.088714
0.504774
0.817851
1.40296
KCNH6


XLOC_028833
PRSS56
0.765201
0.190726
0.485575
1.51774
1.82147
6.57563
PRSS56


XLOC_013913
LINC00458
0.145233
0.796138
0.082385
4.77692
1.01213
1.83404
LINC00458


XLOC_040604
TLX3
0.774906
0.115917
0.797678
1.51139
3.60394
7.50428
TLX3


XLOC_038604
TECRL
0.179064
0.047349
0.048874
1.02139
0.545223
0.655368
TECRL


XLOC_034414
KLHL40
0.215201
0.064383
0.099686
0.247534
1.0838
1.79501
KLHL40


XLOC_024084
GATA6-AS1
0.032246
0.052996
0.524759
3.21282
0.866333
1.05875
GATA6-AS1


XLOC_052291
PAGE4
0.093019
0.271256
0.280021
1.179
1.99725
2.29819
PAGE4


XLOC_050257
GDA
0.014489
0.033737
0.097653
0.602566
0.318894
0.400425
GDA


XLOC_032924
SPATC1L
0.051189
0.118893
0.105387
1.7402
0.815051
0.02236
SPATC1L


XLOC_004239
ITLN2
0.079323
0.184579
0.221167
1.27032
0.733759
2.56027
ITLN2


XLOC_019449
IL9RP3,
0.136845
0.287302
0.3649
3.12169
1.35714
3.95977
IL9RP3,



WASH4P,






WASH4P,



Z84723.1






Z84723.1


XLOC_018543
NOMO1
0.027914
0.983765
0.259636
0.307088
0.11189
18.7616
NOMO1


XLOC_053103
AJ271736.1,
0.055779
0.043502
0.420968
0.125549
8.17491
0.229129
AJ271736.1,



IL9R,






IL9R,



WASH6P






WASH6P


XLOC_015003
AL110118.2,
0.009336
0.982384
0.169714
18.721
0.249948
0.075754
AL110118.2,



TMEM251,






TMEM251,



UBR7






UBR7


XLOC_021436
HOXB-AS1,
0.742093
0.109409
0.167643
2.17336
5.49078
9.27938
HOXB-AS1,



HOXB-AS3






HOXB-AS3


XLOC_047531
MYOM2
0.149096
0.298459
0.211717
0.149216
0.192236
10.8701
MYOM2


XLOC_022539
SYNRG
0.076614
0.015469
0.18385
0.304336
0.088185
4.70465
SYNRG


XLOC_001584
INTS3,
0.145904
0.037429
0.24386
0.250705
8.01942
0.053786
INTS3,



SLC27A3






SLC27A3


XLOC_030625
IHH
0.027396
0.054641
0.028201
0.671339
0.464598
1.07154
IHH


XLOC_025815
SBNO2
0.11578
0.079897
0.108348
0.140676
6.62508
0.297605
SBNO2


XLOC_031698
CST1
1.8543
12.9097
0.923864
166.671
79.0722
125.455
CST1


XLOC_018539
BFAR
0.203068
0.200661
0.115413
0.392574
13.2101
0.357776
BFAR


XLOC_042579
KIFC1
0.019888
0.049667
0.061418
4.95185
0.048665
0.009372
KIFC1


XLOC_013689
CDX2
0.100395
0.080095
0.041338
1.45376
3.82786
7.68326
CDX2


XLOC_031669
AL121722.1,
0.011317
0.089115
0.011004
2.03396
1.72079
3.13084
AL121722.1,



FOXA2,






FOXA2,



LINC00261






LINCO0261


XLOC_022563
PIP4K2B
0.165703
0.09556
0.02213
0.240704
0.039356
20.7652
PIP4K2B


XLOC_030000
RAB6C-AS1
0.089992
0.033102
0.031389
0.011065
22.0506
0.043111
RAB6C-AS1


XLOC_019729
NTAN1
0
0
0.05628
8.25715
0
0.051527
NTAN1


XLOC_022262
AC004448.4
0
0
0
7.24031
7.20388
0
AC004448.4


XLOC_008457
APOC3
0
0
0
0.385105
0.902871
0.213859
APOC3


XLOC_030866
GNRH2
0
0
0
0.353917
0.363679
0.249198
GNRH2


XLOC_048664
DEFA6
0
0
0
1.45633
0.598601
1.46378
DEFA6


XLOC_026995
ZNF667
1.0593
3.4673
1.3381
0
0
0
ZNF667


XLOC_050265
AL451127.1
0.422805
0.421643
0.373054
0
0
0
AL451127.1


XLOC_053024
MAGEA4
0.35109
0.384778
0.181792
0
0
0
MAGEA4


XLOC_025713
ZNF667-AS1
4.73676
9.32947
4.82475
0
0
0
ZNF667-AS1


XLOC_027001
ZNF835
0.053623
0.658148
0.340527
0
0
0
ZNF835


XLOC_025714
ZNF471
0.682554
1.15445
0.470161
0
0
0
ZNF471


XLOC_045348
ZNF736
0.624218
1.92792
0.552082
0
0
0
ZNF736


XLOC_006399
AL132657.1,
0.863026
4.17081
1.05968
0
0
0
AL132657.1,



ZNF248






ZNF248






























signif-


tracking_id
sample_1
sample_2
status
value_1
value_2
log2(fold_change)
test_stat
p_value
q_value
icant





XLOC_027099
WT
PAX6DKO
OK
13.8546
0.044489
−8.2827
−0.62237
0.00005
0.002735
yes


XLOC_044162
WT
PAX6DKO
OK
4.68145
0.022083
−7.72791
−0.68483
0.00005
0.002735
yes


XLOC_033655
WT
PAX6DKO
OK
1.1969
0.005725
−7.70782
−0.24225
0.00005
0.002735
yes


XLOC_014867
WT
PAX6DKO
OK
37.3025
0.203829
−7.51577
−9.25545
0.00005
0.002735
yes


XLOC_049453
WT
PAX6DKO
OK
57.6877
0.631516
−6.5133
−4.41408
0.00005
0.002735
yes


XLOC_028271
WT
PAX6DKO
OK
109.069
2.06876
−5.72033
−7.62692
0.00005
0.002735
yes


XLOC_039936
WT
PAX6DKO
OK
90.8139
1.88038
−5.59382
−5.77908
0.00005
0.002735
yes


XLOC_000776
WT
PAX6DKO
OK
32.2388
0.915053
−5.1388
−8.24877
0.00005
0.002735
yes


XLOC_044161
WT
PAX6DKO
OK
0.598192
0.017576
−5.0889
−4.59663
0.00015
0.007086
yes


XLOC_012702
WT
PAX6DKO
OK
2.90257
0.095462
−4.92627
−3.09453
0.00005
0.002735
yes


XLOC_002160
WT
PAX6DKO
OK
4.32369
0.15815
−4.7729
−2.4677
0.00005
0.002735
yes


XLOC_012591
WT
PAX6DKO
OK
1.74929
0.075006
−4.54363
−0.74023
0.00005
0.002735
yes


XLOC_009482
WT
PAX6DKO
OK
8.49054
0.395327
−4.42474
−4.22442
0.00005
0.002735
yes


XLOC_002728
WT
PAX6DKO
OK
41.8801
2.06603
−4.34133
−8.6155
0.00005
0.002735
yes


XLOC_027566
WT
PAX6DKO
OK
7.32415
0.384791
−4.25052
−0.98028
0.0002
0.008981
yes


XLOC_025026
WT
PAX6DKO
OK
1.3916
0.074045
−4.23221
−2.49309
0.00005
0.002735
yes


XLOC_018597
WT
PAX6DKO
OK
18.1238
0.981018
−4.20747
−4.07109
0.00005
0.002735
yes


XLOC_036565
WT
PAX6DKO
OK
33.6845
1.95037
−4.11027
−2.15162
0.00005
0.002735
yes


XLOC_040762
WT
PAX6DKO
OK
1.84837
0.108945
−4.08458
−2.94393
0.00005
0.002735
yes


XLOC_006922
WT
PAX6DKO
OK
4.25081
0.253816
−4.06588
−4.43349
0.00005
0.002735
yes


XLOC_033225
WT
PAX6DKO
OK
4.36783
0.263748
−4.04968
−3.96378
0.00005
0.002735
yes


XLOC_002465
WT
PAX6DKO
OK
12.1058
0.783686
−3.94928
−1.30593
0.00005
0.002735
yes


XLOC_048453
WT
PAX6DKO
OK
0.492774
0.040166
−3.61687
−3.4056
0.0001
0.005033
yes


XLOC_005226
WT
PAX6DKO
OK
0.938073
0.079367
−3.56309
−1.53774
0.0006
0.021697
yes


XLOC_019871
WT
PAX6DKO
OK
1.10959
0.095342
−3.54077
−3.77585
0.00005
0.002735
yes


XLOC_030539
WT
PAX6DKO
OK
12.7911
1.1588
−3.46444
−7.53615
0.00005
0.002735
yes


XLOC_041832
WT
PAX6DKO
OK
132.265
12.1875
−3.43996
−10.1016
0.00005
0.002735
yes


XLOC_024322
WT
PAX6DKO
OK
11.6995
1.11752
−3.38808
−3.55778
0.00005
0.002735
yes


XLOC_030921
WT
PAX6DKO
OK
7.64404
0.734907
−3.3787
−4.87076
0.00005
0.002735
yes


XLOC_008341
WT
PAX6DKO
OK
5.25207
0.509058
−3.36698
−2.30725
0.00005
0.002735
yes


XLOC_038319
WT
PAX6DKO
OK
4.34103
0.426332
−3.34799
−3.86927
0.00005
0.002735
yes


XLOC_041731
WT
PAX6DKO
OK
153.008
15.0873
−3.3422
−4.69609
0.00005
0.002735
yes


XLOC_009925
WT
PAX6DKO
OK
1161.01
118.95
−3.28696
−7.33262
0.00005
0.002735
yes


XLOC_048642
WT
PAX6DKO
OK
6.18229
0.635076
−3.28314
−2.33246
0.00005
0.002735
yes


XLOC_001908
WT
PAX6DKO
OK
17.7272
1.92744
−3.20121
−2.68441
0.00005
0.002735
yes


XLOC_034205
WT
PAX6DKO
OK
1.92053
0.214956
−3.15939
−3.47113
0.00005
0.002735
yes


XLOC_010676
WT
PAX6DKO
OK
1.50841
0.171897
−3.13341
−2.10811
0.00005
0.002735
yes


XLOC_031377
WT
PAX6DKO
OK
1.60647
0.200641
−3.00121
−1.85466
0.00025
0.010784
yes


XLOC_038358
WT
PAX6DKO
OK
1.0431
0.137588
−2.92245
−3.24058
0.00005
0.002735
yes


XLOC_027565
WT
PAX6DKO
OK
1.85122
0.262012
−2.82077
−2.93627
0.0001
0.005033
yes


XLOC_051344
WT
PAX6DKO
OK
319.839
45.909
−2.8005
−7.23473
0.00005
0.002735
yes


XLOC_036590
WT
PAX6DKO
OK
3.22484
0.468944
−2.78174
−2.30445
0.00005
0.002735
yes


XLOC_036625
WT
PAX6DKO
OK
94.1119
13.7191
−2.77819
−6.1448
0.00005
0.002735
yes


XLOC_017273
WT
PAX6DKO
OK
65.9526
9.67621
−2.76891
−4.34404
0.00005
0.002735
yes


XLOC_016033
WT
PAX6DKO
OK
3.77219
0.556379
−2.76126
−2.49978
0.00005
0.002735
yes


XLOC_029247
WT
PAX6DKO
OK
18.2894
2.72921
−2.74445
−4.43616
0.00005
0.002735
yes


XLOC_018711
WT
PAX6DKO
OK
23.3321
3.48877
−2.74153
−3.66123
0.00005
0.002735
yes


XLOC_032052
WT
PAX6DKO
OK
2.41816
0.373801
−2.69357
−3.46766
0.00005
0.002735
yes


XLOC_019330
WT
PAX6DKO
OK
88.2719
13.6565
−2.69236
−5.75902
0.00005
0.002735
yes


XLOC_005448
WT
PAX6DKO
OK
18.3327
2.83914
−2.69089
−3.58048
0.00005
0.002735
yes


XLOC_014052
WT
PAX6DKO
OK
51.0324
8.48895
−2.58776
−5.30577
0.00005
0.002735
yes


XLOC_002706
WT
PAX6DKO
OK
3.41564
0.575923
−2.56821
−2.78288
0.00005
0.002735
yes


XLOC_044950
WT
PAX6DKO
OK
0.58625
0.100584
−2.54311
−0.40351
0.00025
0.010784
yes


XLOC_042581
WT
PAX6DKO
OK
0.716836
0.128166
−2.48362
−0.22491
0.00005
0.002735
yes


XLOC_012370
WT
PAX6DKO
OK
4.70027
0.849185
−2.46859
−0.65345
0.0002
0.008981
yes


XLOC_015185
WT
PAX6DKO
OK
4.59371
0.860763
−2.41597
−3.59669
0.00005
0.002735
yes


XLOC_008373
WT
PAX6DKO
OK
8.60107
1.63621
−2.39416
−2.38418
0.00005
0.002735
yes


XLOC_021142
WT
PAX6DKO
OK
374.477
72.3072
−2.37267
−6.92448
0.00005
0.002735
yes


XLOC_005951
WT
PAX6DKO
OK
0.644767
0.124854
−2.36853
−2.43987
0.0004
0.015799
yes


XLOC_020429
WT
PAX6DKO
OK
24.0091
4.65163
−2.36778
−3.85529
0.00005
0.002735
yes


XLOC_002055
WT
PAX6DKO
OK
3.03883
0.600941
−2.33822
−1.98223
0.00005
0.002735
yes


XLOC_007296
WT
PAX6DKO
OK
21.8429
4.51119
−2.27559
−4.5159
0.00005
0.002735
yes


XLOC_050766
WT
PAX6DKO
OK
21.0381
4.48071
−2.23121
−3.75951
0.00005
0.002735
yes


XLOC_030190
WT
PAX6DKO
OK
0.810134
0.173599
−2.2224
−1.07744
0.00175
0.049136
yes


XLOC_024400
WT
PAX6DKO
OK
10.1296
2.22057
−2.18958
−3.49985
0.00005
0.002735
yes


XLOC_039183
WT
PAX6DKO
OK
682.925
150.444
−2.1825
−6.55481
0.00005
0.002735
yes


XLOC_034614
WT
PAX6DKO
OK
12.7807
2.87857
−2.15054
−3.40514
0.00005
0.002735
yes


XLOC_017031
WT
PAX6DKO
OK
1789.66
415.74
−2.10593
−5.7299
0.00005
0.002735
yes


XLOC_043011
WT
PAX6DKO
OK
2.64893
0.618562
−2.09842
−1.99805
0.0015
0.04365
yes


XLOC_035457
WT
PAX6DKO
OK
0.594849
0.139045
−2.09697
−1.54422
0.00075
0.025855
yes


XLOC_003488
WT
PAX6DKO
OK
18.8858
4.45033
−2.08532
−2.39096
0.00005
0.002735
yes


XLOC_049746
WT
PAX6DKO
OK
0.994641
0.242762
−2.03464
−1.9756
0.0003
0.012524
yes


XLOC_013669
WT
PAX6DKO
OK
12.8456
3.13533
−2.03459
−4.43719
0.00005
0.002735
yes


XLOC_015082
WT
PAX6DKO
OK
238.716
59.7075
−1.99931
−4.78287
0.00005
0.002735
yes


XLOC_047097
WT
PAX6DKO
OK
13.1487
3.31631
−1.98727
−2.24776
0.00135
0.040437
yes


XLOC_029306
WT
PAX6DKO
OK
8.32896
2.12102
−1.97338
−2.42373
0.0001
0.005033
yes


XLOC_037223
WT
PAX6DKO
OK
24.1676
6.21149
−1.96006
−3.17172
0.00005
0.002735
yes


XLOC_019146
WT
PAX6DKO
OK
0.741948
0.190948
−1.95814
−1.09518
0.00105
0.03336
yes


XLOC_005835
WT
PAX6DKO
OK
1.85907
0.483192
−1.94391
−2.02822
0.0001
0.005033
yes


XLOC_002251
WT
PAX6DKO
OK
2.58726
0.673995
−1.94062
−2.36786
0.00005
0.002735
yes


XLOC_029304
WT
PAX6DKO
OK
33.271
8.6993
−1.93529
−2.49815
0.00005
0.002735
yes


XLOC_018083
WT
PAX6DKO
OK
64.0612
17.1688
−1.89966
−1.27121
0.0012
0.037051
yes


XLOC_027327
WT
PAX6DKO
OK
3.12486
0.844622
−1.88741
−1.90915
0.00175
0.049136
yes


XLOC_002049
WT
PAX6DKO
OK
3.37884
0.949859
−1.83074
−2.20655
0.0008
0.027077
yes


XLOC_023764
WT
PAX6DKO
OK
36.99
10.4005
−1.83048
−4.96708
0.00005
0.002735
yes


XLOC_048281
WT
PAX6DKO
OK
35.1109
10.0108
−1.81036
−3.73645
0.00005
0.002735
yes


XLOC_027527
WT
PAX6DKO
OK
80.7168
23.0257
−1.80962
−2.72362
0.00005
0.002735
yes


XLOC_013601
WT
PAX6DKO
OK
0.56806
0.163374
−1.79786
−2.24658
0.0005
0.018851
yes


XLOC_008880
WT
PAX6DKO
OK
6.67388
1.93676
−1.78488
−2.32845
0.00045
0.017298
yes


XLOC_018419
WT
PAX6DKO
OK
17.409
5.06296
−1.78178
−2.77842
0.00005
0.002735
yes


XLOC_036882
WT
PAX6DKO
OK
59.19
17.5659
−1.75257
−5.16907
0.00005
0.002735
yes


XLOC_051664
WT
PAX6DKO
OK
245.742
72.9495
−1.75218
−1.8673
0.0004
0.015799
yes


XLOC_024388
WT
PAX6DKO
OK
1.18456
0.358471
−1.72442
−1.24752
0.0014
0.041595
yes


XLOC_041354
WT
PAX6DKO
OK
2.47954
0.751713
−1.72182
−2.696
0.00005
0.002735
yes


XLOC_002245
WT
PAX6DKO
OK
5.68103
1.73317
−1.71274
−2.04898
0.00005
0.002735
yes


XLOC_043359
WT
PAX6DKO
OK
6.65213
2.0657
−1.68719
−2.96494
0.00005
0.002735
yes


XLOC_053790
WT
PAX6DKO
OK
19.6122
6.1518
−1.67267
−3.15806
0.00005
0.002735
yes


XLOC_039957
WT
PAX6DKO
OK
4.7873
1.5734
−1.60533
−2.23791
0.0005
0.018851
yes


XLOC_015824
WT
PAX6DKO
OK
11.1405
3.71958
−1.5826
−3.56596
0.00005
0.002735
yes


XLOC_041138
WT
PAX6DKO
OK
3.51763
1.21214
−1.53704
−1.60527
0.0004
0.015799
yes


XLOC_039386
WT
PAX6DKO
OK
1.31445
0.453366
−1.53571
−1.43606
0.00175
0.049136
yes


XLOC_027382
WT
PAX6DKO
OK
40.2798
14.7135
−1.45292
−4.10509
0.00005
0.002735
yes


XLOC_034342
WT
PAX6DKO
OK
1.26819
0.466983
−1.44133
−0.88485
0.00025
0.010784
yes


XLOC_022663
WT
PAX6DKO
OK
42.825
15.8462
−1.43431
−2.72198
0.00005
0.002735
yes


XLOC_044494
WT
PAX6DKO
OK
9.95773
3.70512
−1.4263
−3.61353
0.00005
0.002735
yes


XLOC_050369
WT
PAX6DKO
OK
17.2334
6.42465
−1.42351
−3.8051
0.00005
0.002735
yes


XLOC_004771
WT
PAX6DKO
OK
7.22815
2.7009
−1.42019
−1.72971
0.00005
0.002735
yes


XLOC_012012
WT
PAX6DKO
OK
3.96584
1.48953
−1.41277
−2.31021
0.00015
0.007086
yes


XLOC_053069
WT
PAX6DKO
OK
4.06986
1.56555
−1.37831
−1.46478
0.00055
0.020318
yes


XLOC_011248
WT
PAX6DKO
OK
4.72903
1.82043
−1.37726
−2.48377
0.0001
0.005033
yes


XLOC_013946
WT
PAX6DKO
OK
3.14275
1.21504
−1.37103
−2.05781
0.00005
0.002735
yes


XLOC_030425
WT
PAX6DKO
OK
30.5899
11.9018
−1.36187
−1.63676
0.00045
0.017298
yes


XLOC_001972
WT
PAX6DKO
OK
10.8533
4.22773
−1.36017
−3.15697
0.00005
0.002735
yes


XLOC_038812
WT
PAX6DKO
OK
105.354
41.2136
−1.35406
−1.9301
0.0013
0.039328
yes


XLOC_031027
WT
PAX6DKO
OK
1.48165
0.583525
−1.34434
−1.7836
0.0016
0.045919
yes


XLOC_050268
WT
PAX6DKO
OK
1.97333
0.782273
−1.33489
−1.94623
0.0012
0.037051
yes


XLOC_050235
WT
PAX6DKO
OK
11.5413
4.63363
−1.31659
−2.06184
0.0002
0.008981
yes


XLOC_049879
WT
PAX6DKO
OK
110.799
45.1455
−1.29529
−1.60085
0.0012
0.037051
yes


XLOC_035875
WT
PAX6DKO
OK
6.21201
2.59306
−1.2604
−2.26997
0.00015
0.007086
yes


XLOC_047896
WT
PAX6DKO
OK
46.5979
19.4616
−1.25964
−3.43478
0.00005
0.002735
yes


XLOC_048409
WT
PAX6DKO
OK
2.80108
1.17647
−1.25152
−1.87145
0.001
0.032108
yes


XLOC_010972
WT
PAX6DKO
OK
19.745
8.31231
−1.24816
−2.88655
0.00005
0.002735
yes


XLOC_050248
WT
PAX6DKO
OK
29.0636
12.3354
−1.23641
−3.46933
0.00005
0.002735
yes


XLOC_004451
WT
PAX6DKO
OK
26.8217
11.4241
−1.23132
−3.69478
0.00005
0.002735
yes


XLOC_026186
WT
PAX6DKO
OK
22.3438
9.57108
−1.22312
−1.78212
0.0001
0.005033
yes


XLOC_004455
WT
PAX6DKO
OK
3.41227
1.46333
−1.22148
−2.40389
0.00005
0.002735
yes


XLOC_023416
WT
PAX6DKO
OK
51.2899
22.1006
−1.21459
−1.69767
0.00005
0.002735
yes


XLOC_027383
WT
PAX6DKO
OK
3.63863
1.57171
−1.21106
−2.03937
0.00085
0.028328
yes


XLOC_051679
WT
PAX6DKO
OK
3.064
1.37247
−1.15865
−1.98142
0.00035
0.014242
yes


XLOC_002264
WT
PAX6DKO
OK
66.7636
30.5567
−1.12757
−2.58715
0.00005
0.002735
yes


XLOC_006249
WT
PAX6DKO
OK
0.613709
0.281662
−1.12359
−1.32247
0.0014
0.041595
yes


XLOC_034650
WT
PAX6DKO
OK
11.0536
5.07696
−1.12248
−1.93694
0.00065
0.023143
yes


XLOC_030257
WT
PAX6DKO
OK
33.8572
15.6057
−1.11739
−1.88201
0.00005
0.002735
yes


XLOC_017507
WT
PAX6DKO
OK
3.39596
1.58196
−1.1021
−1.90966
0.00135
0.040437
yes


XLOC_017508
WT
PAX6DKO
OK
277.888
131.327
−1.08134
−2.14047
0.0001
0.005033
yes


XLOC_000284
WT
PAX6DKO
OK
35.0271
16.5882
−1.07832
−3.0893
0.00005
0.002735
yes


XLOC_027354
WT
PAX6DKO
OK
66.0711
31.4551
−1.07072
−2.4031
0.00005
0.002735
yes


XLOC_003193
WT
PAX6DKO
OK
362.181
172.621
−1.0691
−3.17841
0.00005
0.002735
yes


XLOC_027319
WT
PAX6DKO
OK
41.2941
19.7842
−1.06159
−1.94693
0.00005
0.002735
yes


XLOC_048183
WT
PAX6DKO
OK
19.7062
9.66554
−1.02773
−1.76888
0.0017
0.048164
yes


XLOC_012216
WT
PAX6DKO
OK
282.411
139.287
−1.01973
−2.01013
0.00105
0.03336
yes


XLOC_034156
WT
PAX6DKO
OK
24.7366
12.3329
−1.00413
−2.52425
0.00005
0.002735
yes


XLOC_047196
WT
PAX6DKO
OK
15.1672
7.5646
−1.00362
−2.02233
0.0004
0.015799
yes


XLOC_030171
WT
PAX6DKO
OK
5.13546
10.3417
1.00991
1.94489
0.0005
0.018851
yes


XLOC_038414
WT
PAX6DKO
OK
2.92644
5.91675
1.01566
1.4877
0.0014
0.041595
yes


XLOC_044149
WT
PAX6DKO
OK
2.30183
4.69837
1.02938
2.13182
0.0004
0.015799
yes


XLOC_015662
WT
PAX6DKO
OK
9.01825
18.4261
1.03083
1.8448
0.0013
0.039328
yes


XLOC_004016
WT
PAX6DKO
OK
4.80676
9.86422
1.03714
2.3304
0.00015
0.007086
yes


XLOC_035933
WT
PAX6DKO
OK
3.15007
6.51306
1.04795
1.74582
0.00135
0.040437
yes


XLOC_041385
WT
PAX6DKO
OK
44.2804
91.8018
1.05186
1.99707
0.00075
0.025855
yes


XLOC_004282
WT
PAX6DKO
OK
35.1536
73.4661
1.06341
2.81571
0.00005
0.002735
yes


XLOC_028427
WT
PAX6DKO
OK
1.99563
4.23476
1.08544
1.63442
0.0015
0.04365
yes


XLOC_053428
WT
PAX6DKO
OK
2.64875
5.76112
1.12104
2.03743
0.00035
0.014242
yes


XLOC_010398
WT
PAX6DKO
OK
4.23492
9.2352
1.12481
1.77959
0.0013
0.039328
yes


XLOC_033238
WT
PAX6DKO
OK
1.78039
3.88533
1.12585
1.66333
0.0007
0.02448
yes


XLOC_051389
WT
PAX6DKO
OK
2.8445
6.29675
1.14643
1.71262
0.001
0.032108
yes


XLOC_031307
WT
PAX6DKO
OK
3.47386
7.74958
1.15758
2.11251
0.0006
0.021697
yes


XLOC_030989
WT
PAX6DKO
OK
1.88969
4.25598
1.17134
2.12288
0.00055
0.020318
yes


XLOC_050669
WT
PAX6DKO
OK
2.38543
5.45404
1.19307
2.65481
0.00005
0.002735
yes


XLOC_052629
WT
PAX6DKO
OK
16.2352
37.7353
1.21679
2.84303
0.00005
0.002735
yes


XLOC_006747
WT
PAX6DKO
OK
1.28681
3.04298
1.24169
1.86443
0.00155
0.04486
yes


XLOC_052734
WT
PAX6DKO
OK
1.28598
3.09185
1.2656
2.16144
0.0005
0.018851
yes


XLOC_047751
WT
PAX6DKO
OK
21.9292
53.8516
1.29613
2.82541
0.00005
0.002735
yes


XLOC_042079
WT
PAX6DKO
OK
3.4896
8.57621
1.29728
2.57594
0.00005
0.002735
yes


XLOC_048890
WT
PAX6DKO
OK
14.2743
35.1081
1.29838
3.37409
0.00005
0.002735
yes


XLOC_018031
WT
PAX6DKO
OK
1.0503
2.60937
1.3129
1.95059
0.00045
0.017298
yes


XLOC_004935
WT
PAX6DKO
OK
0.677219
1.71548
1.34091
2.11038
0.00055
0.020318
yes


XLOC_042770
WT
PAX6DKO
OK
14.6718
37.8875
1.36868
2.06195
0.00085
0.028328
yes


XLOC_030899
WT
PAX6DKO
OK
1.49461
3.88747
1.37906
2.32225
0.0001
0.005033
yes


XLOC_052372
WT
PAX6DKO
OK
24.2723
63.28
1.38244
3.86078
0.00005
0.002735
yes


XLOC_043938
WT
PAX6DKO
OK
0.400598
1.05177
1.3926
1.62064
0.0008
0.027077
yes


XLOC_026219
WT
PAX6DKO
OK
0.943851
2.4949
1.40235
2.0374
0.00005
0.002735
yes


XLOC_009683
WT
PAX6DKO
OK
2.68748
7.15116
1.41192
3.05202
0.00005
0.002735
yes


XLOC_022915
WT
PAX6DKO
OK
1.5145
4.06333
1.42382
2.14183
0.0002
0.008981
yes


XLOC_041742
WT
PAX6DKO
OK
0.744865
1.99865
1.42398
1.90038
0.00145
0.042686
yes


XLOC_032857
WT
PAX6DKO
OK
1.87345
5.03315
1.42577
2.49258
0.0001
0.005033
yes


XLOC_032392
WT
PAX6DKO
OK
3.34231
8.98084
1.42601
2.74364
0.00005
0.002735
yes


XLOC_045787
WT
PAX6DKO
OK
3.1421
8.62736
1.45719
1.10044
0.00175
0.049136
yes


XLOC_048897
WT
PAX6DKO
OK
1.11128
3.06977
1.46591
2.23328
0.0002
0.008981
yes


XLOC_004252
WT
PAX6DKO
OK
6.753
18.764
1.47436
3.08096
0.00005
0.002735
yes


XLOC_037044
WT
PAX6DKO
OK
17.2939
48.0574
1.47449
3.84479
0.00005
0.002735
yes


XLOC_028714
WT
PAX6DKO
OK
0.586679
1.64024
1.48326
2.0213
0.0008
0.027077
yes


XLOC_000794
WT
PAX6DKO
OK
7.39076
20.8626
1.49713
2.19203
0.00045
0.017298
yes


XLOC_029809
WT
PAX6DKO
OK
9.75481
27.6441
1.50278
3.01748
0.00005
0.002735
yes


XLOC_003798
WT
PAX6DKO
OK
0.604159
1.72438
1.51308
2.02515
0.00105
0.03336
yes


XLOC_047230
WT
PAX6DKO
OK
3.2521
9.3604
1.5252
2.16529
0.0005
0.018851
yes


XLOC_021373
WT
PAX6DKO
OK
4.44129
12.7862
1.52553
3.58304
0.00005
0.002735
yes


XLOC_017731
WT
PAX6DKO
OK
0.818844
2.36721
1.53152
2.25864
0.00005
0.002735
yes


XLOC_031394
WT
PAX6DKO
OK
1.16332
3.37693
1.53746
2.16234
0.0006
0.021697
yes


XLOC_004924
WT
PAX6DKO
OK
3.31154
9.75013
1.55792
2.79598
0.00005
0.002735
yes


XLOC_038929
WT
PAX6DKO
OK
3.57154
10.5386
1.56107
1.96682
0.0017
0.048164
yes


XLOC_024906
WT
PAX6DKO
OK
10.0921
30.0351
1.57342
1.752
0.00095
0.030847
yes


XLOC_048154
WT
PAX6DKO
OK
65.0374
194.563
1.5809
3.55432
0.00005
0.002735
yes


XLOC_041939
WT
PAX6DKO
OK
2.76418
8.34542
1.59413
1.75806
0.0007
0.02448
yes


XLOC_004283
WT
PAX6DKO
OK
1.86955
5.69326
1.60656
2.55355
0.00005
0.002735
yes


XLOC_007091
WT
PAX6DKO
OK
3.7191
11.3546
1.61025
2.08594
0.0008
0.027077
yes


XLOC_005825
WT
PAX6DKO
OK
0.559078
1.72219
1.62312
1.9006
0.0003
0.012524
yes


XLOC_025095
WT
PAX6DKO
OK
0.863342
2.70398
1.64708
2.28107
0.00015
0.007086
yes


XLOC_015674
WT
PAX6DKO
OK
4.19451
13.4046
1.67616
3.22236
0.00005
0.002735
yes


XLOC_034818
WT
PAX6DKO
OK
0.588316
1.88732
1.68167
2.35027
0.00015
0.007086
yes


XLOC_026209
WT
PAX6DKO
OK
0.355009
1.13984
1.68291
1.63427
0.00005
0.002735
yes


XLOC_047719
WT
PAX6DKO
OK
0.806157
2.60122
1.69005
2.0028
0.0013
0.039328
yes


XLOC_008137
WT
PAX6DKO
OK
0.221543
0.715542
1.69145
1.9544
0.00135
0.040437
yes


XLOC_045774
WT
PAX6DKO
OK
26.4467
85.4535
1.69205
2.07728
0.00005
0.002735
yes


XLOC_010779
WT
PAX6DKO
OK
0.651839
2.11874
1.70062
2.60841
0.00005
0.002735
yes


XLOC_030738
WT
PAX6DKO
OK
7.51868
24.4602
1.70188
3.01336
0.00005
0.002735
yes


XLOC_028834
WT
PAX6DKO
OK
0.156866
0.517984
1.72337
1.34856
0.00165
0.0471
yes


XLOC_038132
WT
PAX6DKO
OK
0.54875
1.84042
1.74581
2.32617
0.0001
0.005033
yes


XLOC_003734
WT
PAX6DKO
OK
0.119777
0.402352
1.7481
0.962856
0.00115
0.035883
yes


XLOC_016656
WT
PAX6DKO
OK
0.172902
0.594928
1.78276
1.33988
0.0004
0.015799
yes


XLOC_023042
WT
PAX6DKO
OK
0.107208
0.369015
1.78326
0.676355
0.0012
0.037051
yes


XLOC_021365
WT
PAX6DKO
OK
2.7806
9.69871
1.8024
2.08758
0.00135
0.040437
yes


XLOC_037406
WT
PAX6DKO
OK
1.56496
5.53663
1.82288
2.20517
0.0009
0.029595
yes


XLOC_031942
WT
PAX6DKO
OK
0.812301
2.87429
1.82312
1.97116
0.00095
0.030847
yes


XLOC_007768
WT
PAX6DKO
OK
9.12975
32.5947
1.83599
2.6328
0.00005
0.002735
yes


XLOC_033962
WT
PAX6DKO
OK
11.2068
40.2084
1.84312
2.40779
0.00055
0.020318
yes


XLOC_023568
WT
PAX6DKO
OK
7.63411
27.645
1.85649
2.99161
0.00005
0.002735
yes


XLOC_001718
WT
PAX6DKO
OK
6.20081
22.5167
1.86047
4.47011
0.00005
0.002735
yes


XLOC_049809
WT
PAX6DKO
OK
0.089058
0.323461
1.86078
1.25404
0.00045
0.017298
yes


XLOC_018647
WT
PAX6DKO
OK
0.347122
1.27152
1.87303
2.25569
0.0002
0.008981
yes


XLOC_030682
WT
PAX6DKO
OK
0.209325
0.767239
1.87393
2.72322
0.00005
0.002735
yes


XLOC_001956
WT
PAX6DKO
OK
0.142181
0.521991
1.8763
2.0694
0.00005
0.002735
yes


XLOC_004290
WT
PAX6DKO
OK
0.322658
1.19145
1.88464
2.2972
0.00005
0.002735
yes


XLOC_028175
WT
PAX6DKO
OK
1.87705
6.97041
1.89278
1.70293
0.0003
0.012524
yes


XLOC_031081
WT
PAX6DKO
OK
0.653725
2.42796
1.89299
3.52866
0.00005
0.002735
yes


XLOC_021148
WT
PAX6DKO
OK
0.945894
3.52452
1.89768
2.00343
0.0002
0.008981
yes


XLOC_006505
WT
PAX6DKO
OK
0.310403
1.20963
1.96235
2.38315
0.00005
0.002735
yes


XLOC_016464
WT
PAX6DKO
OK
0.123558
0.481772
1.96316
1.25874
0.00005
0.002735
yes


XLOC_023046
WT
PAX6DKO
OK
0.068513
0.26928
1.97466
0.368828
0.00095
0.030847
yes


XLOC_005844
WT
PAX6DKO
OK
0.686272
2.70279
1.9776
1.85024
0.0003
0.012524
yes


XLOC_005701
WT
PAX6DKO
OK
11.7563
46.3404
1.97884
3.27062
0.00005
0.002735
yes


XLOC_039723
WT
PAX6DKO
OK
2.28227
9.02946
1.98417
3.60708
0.00005
0.002735
yes


XLOC_024513
WT
PAX6DKO
OK
0.092669
0.368509
1.99155
2.46564
0.0002
0.008981
yes


XLOC_007448
WT
PAX6DKO
OK
0.64333
2.57242
1.9995
2.96906
0.00005
0.002735
yes


XLOC_053775
WT
PAX6DKO
OK
1.29831
5.2618
2.01892
2.51909
0.00005
0.002735
yes


XLOC_019423
WT
PAX6DKO
OK
0.262537
1.06836
2.02481
2.24821
0.0001
0.005033
yes


XLOC_000925
WT
PAX6DKO
OK
1.09966
4.50896
2.03573
2.55158
0.00015
0.007086
yes


XLOC_001202
WT
PAX6DKO
OK
1.04701
4.30213
2.03877
3.2984
0.00005
0.002735
yes


XLOC_036925
WT
PAX6DKO
OK
0.195883
0.808472
2.04521
1.55
0.0015
0.04365
yes


XLOC_041716
WT
PAX6DKO
OK
1.81723
7.51343
2.04773
3.19824
0.00005
0.002735
yes


XLOC_036866
WT
PAX6DKO
OK
78.3712
334.033
2.0916
5.81836
0.00005
0.002735
yes


XLOC_030364
WT
PAX6DKO
OK
2.45425
10.6033
2.11116
3.89638
0.00005
0.002735
yes


XLOC_041120
WT
PAX6DKO
OK
0.526723
2.29912
2.12596
2.66651
0.00005
0.002735
yes


XLOC_042144
WT
PAX6DKO
OK
0.148458
0.65083
2.13223
2.3216
0.0004
0.015799
yes


XLOC_033193
WT
PAX6DKO
OK
1.36454
6.14919
2.17199
2.48166
0.00035
0.014242
yes


XLOC_002873
WT
PAX6DKO
OK
4.1144
18.8736
2.19762
2.85284
0.00005
0.002735
yes


XLOC_051150
WT
PAX6DKO
OK
0.075008
0.347829
2.21326
0.638108
0.00005
0.002735
yes


XLOC_046221
WT
PAX6DKO
OK
0.112199
0.529858
2.23955
2.31334
0.00115
0.035883
yes


XLOC_045087
WT
PAX6DKO
OK
5.77911
27.4829
2.24962
3.02589
0.00005
0.002735
yes


XLOC_050747
WT
PAX6DKO
OK
0.356847
1.71057
2.2611
2.71887
0.00005
0.002735
yes


XLOC_007587
WT
PAX6DKO
OK
0.353669
1.76078
2.31575
2.48798
0.00005
0.002735
yes


XLOC_042003
WT
PAX6DKO
OK
0.135718
0.676873
2.31827
2.46951
0.00005
0.002735
yes


XLOC_003769
WT
PAX6DKO
OK
6.16053
30.9249
2.32764
3.62326
0.00005
0.002735
yes


XLOC_044934
WT
PAX6DKO
OK
0.27613
1.41109
2.35339
1.88149
0.0002
0.008981
yes


XLOC_027613
WT
PAX6DKO
OK
0.53843
2.76027
2.35798
1.8376
0.0002
0.008981
yes


XLOC_022838
WT
PAX6DKO
OK
0.62621
3.25431
2.37763
2.23104
0.00055
0.020318
yes


XLOC_028330
WT
PAX6DKO
OK
1.67974
8.82888
2.394
1.3508
0.00045
0.017298
yes


XLOC_031003
WT
PAX6DKO
OK
0.094246
0.501382
2.4114
1.50172
0.0013
0.039328
yes


XLOC_001608
WT
PAX6DKO
OK
0.504059
2.84553
2.49703
2.56798
0.00005
0.002735
yes


XLOC_003403
WT
PAX6DKO
OK
2.98562
17.3049
2.53508
2.49491
0.0003
0.012524
yes


XLOC_015958
WT
PAX6DKO
OK
0.206745
1.19879
2.53565
1.70275
0.0005
0.018851
yes


XLOC_009251
WT
PAX6DKO
OK
0.630021
3.66024
2.53847
3.45081
0.00005
0.002735
yes


XLOC_038240
WT
PAX6DKO
OK
0.368274
2.14254
2.54047
2.03383
0.00005
0.002735
yes


XLOC_037482
WT
PAX6DKO
OK
0.261605
1.60141
2.61387
1.97763
0.00015
0.007086
yes


XLOC_045014
WT
PAX6DKO
OK
5.44318
33.5724
2.62475
5.6374
0.00005
0.002735
yes


XLOC_047629
WT
PAX6DKO
OK
0.275656
1.75278
2.6687
2.59232
0.00005
0.002735
yes


XLOC_037508
WT
PAX6DKO
OK
0.353579
2.27336
2.68472
1.88461
0.00015
0.007086
yes


XLOC_022839
WT
PAX6DKO
OK
0.239519
1.57201
2.7144
1.6182
0.00005
0.002735
yes


XLOC_021627
WT
PAX6DKO
OK
0.133515
0.917594
2.78085
3.00406
0.00005
0.002735
yes


XLOC_028833
WT
PAX6DKO
OK
0.485298
3.33793
2.78201
3.45453
0.00005
0.002735
yes


XLOC_013913
WT
PAX6DKO
OK
0.344646
2.56635
2.89653
2.28732
0.00025
0.010784
yes


XLOC_040604
WT
PAX6DKO
OK
0.568453
4.24851
2.90185
3.58871
0.00005
0.002735
yes


XLOC_038604
WT
PAX6DKO
OK
0.092679
0.748044
3.01281
1.10653
0.00175
0.049136
yes


XLOC_034414
WT
PAX6DKO
OK
0.127686
1.05251
3.04317
3.24623
0.00005
0.002735
yes


XLOC_024084
WT
PAX6DKO
OK
0.205361
1.7297
3.07429
1.86385
0.0007
0.02448
yes


XLOC_052291
WT
PAX6DKO
OK
0.216904
1.84302
3.08694
1.83488
0.00035
0.014242
yes


XLOC_050257
WT
PAX6DKO
OK
0.049111
0.445021
3.17976
1.34396
0.00005
0.002735
yes


XLOC_032924
WT
PAX6DKO
OK
0.092738
0.867763
3.22607
2.67967
0.00065
0.023143
yes


XLOC_004239
WT
PAX6DKO
OK
0.1633
1.53663
3.23417
2.83008
0.00005
0.002735
yes


XLOC_019449
WT
PAX6DKO
OK
0.265636
2.84092
3.41884
2.93252
0.00045
0.017298
yes


XLOC_018543
WT
PAX6DKO
OK
0.427984
6.45736
3.91531
1.20815
0.00015
0.007086
yes


XLOC_053103
WT
PAX6DKO
OK
0.175146
2.87155
4.0352
2.15261
0.00005
0.002735
yes


XLOC_015003
WT
PAX6DKO
OK
0.390992
6.41213
4.03559
3.09823
0.00005
0.002735
yes


XLOC_021436
WT
PAX6DKO
OK
0.34311
5.7042
4.05528
1.45322
0.00005
0.002735
yes


XLOC_047531
WT
PAX6DKO
OK
0.221946
3.77451
4.08801
2.49886
0.00005
0.002735
yes


XLOC_022539
WT
PAX6DKO
OK
0.092896
1.71602
4.20732
1.67582
0.00005
0.002735
yes


XLOC_001584
WT
PAX6DKO
OK
0.143819
2.8023
4.28429
2.11615
0.00005
0.002735
yes


XLOC_030625
WT
PAX6DKO
OK
0.037112
0.743167
4.32373
3.49567
0.00115
0.035883
yes


XLOC_025815
WT
PAX6DKO
OK
0.102352
2.37793
4.53809
1.95084
0.00005
0.002735
yes


XLOC_031698
WT
PAX6DKO
OK
5.28127
124.966
4.56451
6.94681
0.00005
0.002735
yes


XLOC_018539
WT
PAX6DKO
OK
0.174772
4.69986
4.74907
3.08367
0.00005
0.002735
yes


XLOC_042579
WT
PAX6DKO
OK
0.044093
1.68659
5.25744
2.10568
0.00005
0.002735
yes


XLOC_013689
WT
PAX6DKO
OK
0.07468
4.36475
5.86904
3.75178
0.00005
0.002735
yes


XLOC_031669
WT
PAX6DKO
OK
0.037515
2.31809
5.94935
2.0074
0.00005
0.002735
yes


XLOC_022563
WT
PAX6DKO
OK
0.095407
7.08516
6.21456
3.36088
0.00005
0.002735
yes


XLOC_030000
WT
PAX6DKO
OK
0.052009
7.44173
7.16075
1.21812
0.00055
0.020318
yes


XLOC_019729
WT
PAX6DKO
OK
0.018947
2.79714
7.20584
0.529428
0.00005
0.002735
yes


XLOC_022262
WT
PAX6DKO
OK
0
4.8627
inf
#NAME?
0.00005
0.002735
yes


XLOC_008457
WT
PAX6DKO
OK
0
0.505603
inf
#NAME?
0.00005
0.002735
yes


XLOC_030866
WT
PAX6DKO
OK
0
0.325478
inf
#NAME?
0.00005
0.002735
yes


XLOC_048664
WT
PAX6DKO
OK
0
1.1846
inf
#NAME?
0.00005
0.002735
yes


XLOC_026995
WT
PAX6DKO
OK
1.97436
0
#NAME?
#NAME?
0.00005
0.002735
yes


XLOC_050265
WT
PAX6DKO
OK
0.40988
0
#NAME?
#NAME?
0.00005
0.002735
yes


XLOC_053024
WT
PAX6DKO
OK
0.308936
0
#NAME?
#NA ME?
0.00005
0.002735
yes


XLOC_025713
WT
PAX6DKO
OK
6.35971
0
#NAME?
#NAME?
0.00005
0.002735
yes


XLOC_027001
WT
PAX6DKO
OK
0.354255
0
#NAME?
#NAME?
0.00005
0.002735
yes


XLOC_025714
WT
PAX6DKO
OK
0.776716
0
#NAME?
#NAME?
0.00005
0.002735
yes


XLOC_045348
WT
PAX6DKO
OK
1.04504
0
#NAME?
#NAME?
0.00005
0.002735
yes


XLOC_006399
WT
PAX6DKO
OK
2.05138
0
#NAME?
#NAME?
0.00005
0.002735
yes


















TABLE 3





290 genes (PAX6 KO only)
109 genes (shared)
42 genes (PAX6D KO only)







CBR1
KMO
AL021368.4, GUSBP4, LINC00680


XIST, XIST_intron, Xist_exon4
VSX2
NIPAL2, RNU6-914P


TBX2-AS1
ALDH1A1
DAPL1, OR7E28P, OR7E89P


TBX2
HSD17B2
AL021368.2


CYP19A1
IAH1
TBX5


CLVS1
FOXE3
PAH


AL391650.1
TYRP1
CTSF


IQCA1
BHMT
ZNF726, ZNF92P3


TYR
DCT
ZNF572


ZNF454
ZNF667-AS1
GAD2


AL117339.1, AL117339.2, AL117339.5, AL133217.1,
AC020636.2, CLRN1, MINDY4B
RAX


HSD17B7P2, ZNF37A


ZNF528
CDH20
HMX1


SIGLEC7
ZNF667
CSMD1


AC064802.1
PITX3
APCDD1L-AS1


AC104257.1
SYNPR
DIO3OS, MIR1247


CTXND1
CP
EIF3C


SIX6
CLEC19A
AC004160.1


AC011447.2, AC011447.3
FAM69C
DIO3


ZPLD1
ERICH5
LHX9


MS4A6A
CRYBB3
CLDN16


ZNF440
BARHL1
CRYZ


ZMAT4
ATP6V1B1
DLK1


TRIM67
PAPPA2
RELN


GLB1L3
AC034238.1, ESM1
SIX3-AS1


AC004947.2
LAMP5
LINC01833


SPHKAP
MIR34A, MIR34AHG
LMO1


KLHL14
AC015712.1, AC015712.4, AC015712.5,
CBLN2



ACO15712.6, ALDH1A3


SLC30A8
PAX2
TCEAL5


ANOS1
QPCT
RASGRF2


HDX
PPP2R2B, RNA5SP196
LTBP2


CPA6
CCL2
SIX3


KCNB2
HRH1
ARPP21


AC064852.1, KCNJ13
AL589740.1
KRT17


NTRK2
DKK1
TKTL1


ZFP3
ADAMTS18
LAMC2


PDE1A
CRYAB
RORB


MAB21L2
GRIA4
AC012354.1


AL133461.1, INPP5F
CNTN5
BRINP1


WNT7A
TNFRSF9
TGFB2, TGFB2-OT1


ELOVL3
VAX2
LRP2


GABRG3
SFRP2
CRIM1


ALX1
CCKBR
MAGEA4


NR2F1
AL353608.3, PGM5


CFAP77
CYTIP


POMC
PMEL


AQP5
LGR5


SPP1
CYP1B1, RMDN2-AS1


ZNF132
EIF3CL


THSD7B
CPM, PRELID2P1


IL15
AC138035.1


SPHK1
TMEFF2


LINC02365
CRABP1


PCDH17
C1orf186


FGF9
ANKRD34B


DGKB
GPD1


ZNF69
MIR5004, SYNGAP1, ZBTB9


FOXP2
MEIS1


SLN
APCDD1L


AMBN
CRB1


POU3F2
SPOCK1


HAS1
TNC


OPRK1
PPP1R14C


SLC45A2
PROX1


P2RX3
GJA3


POU3F4
ADRB1


SCUBE2
PCDH9


HPGD
KCNK2


SLC7A8
GJD2


PLPP4
AMIGO2


GHRHR
LINC02506


EPHA3
HOMER2


LINC01508
AC108729.3, PLCH1


CBLN1
MAFA


AC239809.3
SNCA


AC012313.5
LRRC36


ZNF578
FZD5


COL9A2
SYNDIG1


GATA5
C8orf4


GATA3-AS1
C9orf47, S1PR3


SST
COL14A1


VCAM1
PKDCC


LINC00461, MIR9-2
AC099795.1, SLC2A1


AC011754.1, CTNNA2
MITF


U2AF1L5
CLDN1


NR2E1
MAMDC2


ZFP42
NKX3-2


SPRR3
MAN1A1


DIRAS2
SHISA2


HTR1E
CSPG5


AC020928.1
FAM129A


SUSD4
AC018709.1, F11-AS1, MTNR1A


SEMA3E
CPAMD8


TBX3
CUBN


GREM2
FAM222A


MOXD1
BHLHE40


TMEM132E
ACTC1


NXPH2
TSPAN12


HSPD1P6
AL117348.1, LEFTY2


DMBX1
IL32, RNU1-125P


NCAM1
AC015522.1


PXDNL
EFHD2


VAV3
COLGALT2


STS
RAB31


EGF
ZNF835


PALMD
ZNF471


COL25A1
ZNF736


ADAMTS16
AL132657.1, ZNF248


TNFRSF11A
AL451127.1


HAS2
PRODH


LRFN5
109 genes (shared)


APCDD1
KMO


FGF19
VSX2


SLC8A3
ALDH1A1


CHRM4
HSD17B2


HEY2
IAH1


SEMA3A
FOXE3


AL645608.1
TYRP1


BARHL2
BHMT


PI15
DCT


NDST4
ZNF667-AS1


AC022639.1
AC020636.2, CLRN1, MINDY4B


EBF1
CDH20


VSTM4
ZNF667


MIR210HG
PITX3


AC019117.2, AC019117.3, AHR
SYNPR


PLPPR5
CP


AC098679.1, TMEM144
CLEC19A


SLC1A3
FAM69C


CNMD
ERICH5


AC004540.1
CRYBB3


AC067942.1, TMEM150C
BARHL1


KCND3
ATP6V1B1


ANXA1
PAPPA2


STRA6
AC034238.1, ESM1


SMAD9
LAMP5


CRYM
MIR34A, MIR34AHG


NLGN1
AC015712.1, AC015712.4, AC015712.5,



AC015712.6, ALDH1A3


CNNM1
PAX2


C9orf64
QPCT


SLC7A2
PPP2R2B, RNA5SP196


BFSP1
CCL2


DLX1
HRH1


AC011700.1, PROX1-AS1
AL589740.1


PLSCR1
DKK1


PCDH11X
ADAMTS18


CXCL12
CRYAB


ZNF501
GRIA4


LMO3
CNTN5


RCAN2
TNFRSF9


LGR4
VAX2


CXCL5
SFRP2


ZNF354C
CCKBR


FOXD2-AS1
AL353608.3, PGM5


COL13A1
CYTIP


USP43
PMEL


AC099524.1, PLCG2, RN7SKP176
LGR5


ADCY2
CYP1B1, RMDN2-AS1


CYP1B1-AS1, RPL7P12
EIF3CL


MIR205, MIR205HG
CPM, PRELID2P1


WNT1
AC138035.1


ROBO2
TMEFF2


CLCN6, NPPA-AS1, NPPA-AS1_1, NPPA-AS1_2,
CRABP1


NPPA-AS1_3


RAI2
C1orf186


PLP1
ANKRD34B


LINC01018
GPD1


GATM
MIR5004, SYNGAP1, ZBTB9


GPR37
MEIS1


ABCA4
APCDD1L


PDE3A
CRB1


UNC5C
SPOCK1


LRRC3B
TNC


ADGRG2
PPP1R14C


WSCD2
PROX1


LIMCH1
GJA3


DSC3
ADRB1


BMPR1B
PCDH9


GPR137B
KCNK2


TCERG1L
GJD2


FAM198B
AMIGO2


UAP1L1
LINC02506


CA8
HOMER2


PLCL1
AC108729.3, PLCH1


RASGEF1B
MAFA


DMRT3
SNCA


HDAC9
LRRC36


LUM
FZD5


NOTUM
SYNDIG1


AC079779.3
C8orf4


LINC00648
C9orf47, S1PR3


OLFM3
COL14A1


RASSF2
PKDCC


LDHA
AC099795.1, SLC2A1


MAP7
MITF


SOCS2
CLDN1


FOXI3
MAMDC2


ZNF542P
NKX3-2


PFKFB4, UCN2
MAN1A1


ADCYAP1R1
SHISA2


GABRA3
CSPG5


NAALAD2
FAM129A


ITGB8
AC018709.1, F11-AS1, MTNR1A


MPP1
CPAMD8


FAM83B
CUBN


S1PR1
FAM222A


MIR124-2HG
BHLHE40


SFRP1
ACTC1


TOX
TSPAN12


WDR76
AL117348.1, LEFTY2


CNTN4
IL32, RNU1-125P


SCG2
AC015522.1


RHOBTB1
EFHD2


ACKR3
COLGALT2


TUBB2A
RAB31


DCBLD2
ZNF835


SUCO
ZNF471


STC1
ZNF736


HK2
AL132657.1, ZNF248


FAM111B
AL451127.1


HTRA1
PRODH


DSC2
109 genes (shared)


SYT1
KMO


MTUS1
VSX2


EFNB2
ALDH1A1


AL645608.3, AL645608.5
HSD17B2


PLCE1
IAH1


TSHZ1
FOXE3


CTNND2
TYRP1


MAFB
BHMT


SOSTDC1
DCT


LHFPL6
ZNF667-AS1


AC011504.1, ZNF536
AC020636.2, CLRN1, MINDY4B


AC245748.1, AC245748.2, ZNF112, ZNF229,
CDH20


ZNF285


CXXC4
ZNF667


GABRP
PITX3


P3H2
SYNPR


DUSP9
CP


S100A6
CLEC19A


HMGA2
FAM69C


CNTFR
ERICH5


JCAD
CRYBB3


GPM6A
BARHL1


SIPA1L2
ATP6V1B1


LYPD6B
PAPPA2


SLC35G1
AC034238.1, ESM1


STC2
LAMP5


VTCN1
MIR34A, MIR34AHG


ME1
AC015712.1, AC015712.4, AC015712.5,



AC015712.6, ALDH1A3


SOX3
PAX2


ID3
QPCT


KANK4
PPP2R2B, RNA5SP196


GAS7
CCL2


TLE1
HRH1


LRP4
AL589740.1


PRSS35
DKK1


FABP3
ADAMTS18


SLC35F2
CRYAB


AL121776.1, EYA2
GRIA4


ID2
CNTN5


ADAM12
TNFRSF9


BNIP3
VAX2


AFAP1L2
SFRP2


BTBD11, Y_RNA
CCKBR


ZNF595
AL353608.3, PGM5


TEX41
CYTIP


ESRP1
PMEL


IFI16
LGR5


ARL4A
CYP1B1, RMDN2-AS1


SORCS1
EIF3CL


TGFBI
CPM, PRELID2P1


MSX2
AC138035.1


LYN
TMEFF2


TMEM132D
CRABP1


FGFR3
C1orf186


PLEKHG4B
ANKRD34B


EMILIN3
GPD1


MYH14
MIR5004, SYNGAP1, ZBTB9


PUDP
MEIS1


SLC2A3
APCDD1L


CRYAA
CRB1


LINC01474
SPOCK1


AL035252.2
TNC


AP001360.2
PPP1R14C


AL136141.1
PROX1


RGS22
GJA3


ZXDA
ADRB1


THNSL2
PCDH9


AC104117.3
KCNK2


AL390198.1
GJD2


AL589843.1
AMIGO2


ZNF441
LINC02506









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Claims
  • 1. A method of producing a substantially pure population of human retinal progenitor cells, the method comprising: (a) culturing human pluripotent stem cells (hPSCs) in suspension culture for about 6 days in a neural induction medium whereby embryoid bodies are formed, wherein the neural induction medium is supplemented with N2 supplement and Non-Essential Amino Acid (NEAA) cell culture supplement beginning on culturing day 3;(b) dissociating the embryoid bodies formed in step (a) into a single cell suspension;(c) culturing the single cell suspension as an adherent monolayer for about 15 to about 22 days in a retinal differentiation medium, whereby a substantially pure population comprising human retinal progenitor cells is obtained.
  • 2. The method of claim 1, further comprising sorting the cell population of (c) to isolate Pax6D-expressing human retinal progenitor cells from non-Pax6D-expressing cells.
  • 3. The method of claim 2, wherein Pax6D-expressing human retinal progenitor cells are selected and sorted based on expression of a Pax6D-reporter construct.
  • 4. The method of claim 1, wherein the neural induction medium is a chemically defined medium comprising DMEM/F-12.
  • 5. The method of claim 1, wherein the neural induction medium is E8 medium.
  • 6. The method of claim 1, wherein the retinal differentiation medium is a chemically defined medium comprising DMEM/F-12, B27 supplement, and NEAA cell culture supplement.
  • 7. The method of claim 1, further comprising introducing into the hPSCs an agent that reduces expression of WNT8B and increases expression of retinal progenitor-specific genes.
  • 8. The method of claim 7, wherein the agent is a WNT8B short hairpin interfering RNA (shRNA).
  • 9. A substantially pure population of human retinal progenitor cells comprising a nucleotide sequence encoding a detectable reporter operably linked to a nucleotide sequence encoding human pax6D.
  • 10. A method of testing a compound, the method comprising contacting a test compound to the human retinal progenitor cells of claim 9 and examining the effect of the compound on the cells.
  • 11. A substantially pure population of human retinal progenitor cells obtained according to the method of claim 1.
  • 12. A substantially pure population of human retinal progenitor cells obtained according to the method of claim 3.
  • 13. A kit for differentiating human pluripotent stem cells into human retinal progenitor cells, the kit comprising one or more of (i) a neural induction medium; (ii) a retinal differentiation medium; (iii) a PAX6D reporter construct; (iv) reagents for genetic modification of cells to achieve inducible expression of Pax6D; (v) an agent that reduces expression of WNT8B; and (vi) instructions describing a method for generating substantially pure populations of human retinal progenitor cells, the method employing one or more of the culture medium, the PAX6D reporter construct, the genetic modification reagents, and the agent.
  • 14. The kit of claim 13, wherein the agent is a WNT8B short hairpin interfering RNA (shRNA).
  • 15. The kit of claim 13, wherein the retinal differentiation medium is a chemically defined medium comprising DMEM/F-12, B27 supplement, and NEAA cell culture supplement.
  • 16. The kit of claim 13, wherein the neural induction medium is E8 medium.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims priority to U.S. Provisional Application No. 62/849,294, filed May 17, 2019, which is incorporated herein by reference in its entirety.

STATEMENT REGARDING FEDERALLY FUNDED RESEARCH OR DEVELOPMENT

This invention was made with government support under NS086604 awarded by the National Institutes of Health. The government has certain rights in the invention.

Provisional Applications (1)
Number Date Country
62849294 May 2019 US