DIFFERENTIALLY-METHYLATED REGIONS OF THE GENOME USEFUL AS MARKERS OF EMBRYO-ADULT TRANSITIONS

Information

  • Patent Application
  • 20220316013
  • Publication Number
    20220316013
  • Date Filed
    August 25, 2020
    4 years ago
  • Date Published
    October 06, 2022
    2 years ago
Abstract
The present invention relates to compositions and methods for the assay, diagnosis, prognosis or monitoring of the embryonic, fetal, and adult epigenetic states of a human genome. The disclosed methods are useful in monitoring the progress of in vitro and in vivo cellular reprogramming and the diagnosis, prognosis or monitoring of cancer in an individual. Specifically, the invention provides methods for the detection and interpretation of observed differential DNA methylation patterns and associated epigenetic modifications to core histones in determining the developmental status of human cells for the detection and characterization of cancer cells and determining optimum therapeutic modalities.
Description
FIELD OF THE INVENTION

The present invention relates to compositions and methods for the assay, diagnosis, prognosis, monitoring and modulation of the embryonic, fetal, and adult epigenetic states of a human genome. The disclosed methods are useful in monitoring the progress of in vitro and in vivo cellular reprogramming and the diagnosis, prognosis and/or monitoring of cancer and the determination of optimum therapeutic regimens for the treatment of cancer in an individual. Specifically, the invention provides methods for the detection and interpretation of observed differential DNA methylation patterns and/or associated epigenetic modifications to core histones in determining the developmental status of human cells useful in quality control assays and choice of therapeutic modalities.


BACKGROUND

Advances in stem cell technology, such as the isolation and propagation in vitro of human pluripotent stem (hPS), including but not limited to human embryonic stem (hES) and induced pluripotent stem (iPS) cells, constitute an important new area of medical research. hPS cells have a demonstrated potential to be propagated in the undifferentiated state and then to be induced subsequently to differentiate into any and all of the cell types in the human body, including cells displaying markers of early pre-fetal, and prenatal development (see PCT application Ser. No. PCT/US2006/013519 filed on Apr. 11, 2006 and titled “Novel Uses of Cells With Prenatal Patterns of Gene Expression”; U.S. patent application Ser. No. 11/604,047 filed on Nov. 21, 2006 and titled “Methods to Accelerate the Isolation of Novel Cell Strains from Pluripotent Stem Cells and Cells Obtained Thereby”; and U.S. patent application Ser. No. 12/504,630 filed on Jul. 16, 2009 and titled “Methods to Accelerate the Isolation of Novel Cell Strains from Pluripotent Stem Cells and Cells Obtained Thereby”, each incorporated in their entirety herein by reference).


While closely matching the transcriptional profile of normal hES cells, hiPS cells have subtle differences including frequently not reprogramming telomere length (Vaziri et al 2010, Spontaneous reversal of the developmental aging of normal human cells following transcriptional reprogramming Regen Med 5(3):345-363), as well as epigenetic abnormalities such as displaying an epigenetic memory of the cells from which they were derived (in other words, a lack of complete epigenetic reprogramming). We previously disclosed methods to assay the telomere length of reprogrammed cells as a quality control step in manufacturing (West, M. D., Methods For Telomere Length And Genomic DNA Quality Control Analysis In Pluripotent Stem Cells, U.S. Patent Application 20170335392) incorporated herein by reference. Nevertheless, there remains a need for additional markers that provide improved sensitivity for quantifying the extent of reprogramming of somatic cells to pluripotency (iPS cells) and partial in vivo reprogramming to reverse aging and induce tissue regeneration (iTR). More specifically, there is a need for improved methods to determine the extent of reprogramming the epigenome during in vitro reprogramming of somatic cells to pluripotency (iPS cells) and partial in vivo reprogramming to reverse aging and induce tissue regeneration (iTR).


We previously disclosed gene expression markers as well as regulators of the embryonic-fetal transition (EFT) as well as the neonatal transition (NT) described in “Compositions and Methods for Induced Tissue Regeneration in Mammalian Species” (international patent application publication number WO 2014/197421), incorporated herein by reference in its entirety and “Improved Methods for Detecting and Modulating the Embryonic-Fetal Transition in Mammalian Species” (international patent application publication number WO 2017/214342, incorporated herein by reference in its entirety); and “Induced Tissue Regeneration Using Extracellular Vesicles” (U.S. Provisional Patent Applications 62/872,246, filed Jul. 9, 2019, and 62/825,732, filed Mar. 28, 2019), each incorporated herein by reference in their entirety. We taught that these genes associated with the developmental transition from embryonic development to fetal and later adult development were also responsible for the transition from the regenerative state observed in embryonic (pre-fetal tissues) such as the ability of those tissue to undergo scarless wound repair, to the later state of scarring in lieu of regeneration observed in fetal and adult tissues. We also described a subset of specific genes whose pattern of expression on an mRNA level in the embryonic (pre-EFT) state matches the expression in the majority of all human cancers (i.e. they are pan-cancer markers).


Alterations in gene expression during development, aging, and carcinogenesis have been associated with altered DNA methylation, including, but not limited to, altered DNA methylation in CpG islands. In the case of cancer, methylation of tumor suppressor genes has been implicated in carcinogenesis (Kanai Y, Hirohashi S., “Alterations of DNA methylation associated with abnormalities of DNA methyltransferases in human cancers during transition from a precancerous to a malignant state,” Carcinogenesis, 2007, 28, 2434-2442). Importantly, whole genome bisulfate sequencing (WGBS) of the genome of diverse types of cancer when compared to normal tissue counterparts have revealed a large number of differentially-methylated regions (DMRs) in the cancer cell genome such as those associated with CpG sequences (Su J, Huang Y H, Cui X, et al. Homeobox oncogene activation by pan-cancer DNA hypermethylation. Genome Biol. 2018; 19(1):108. Published 2018 Aug. 10. doi:10.1186/s13059-018-1492-3) (referred to as Su et al, 2018 herein).


Since the methylation status of DNA is relatively stable in most biological settings, such as in blood, there is great interest in detecting cell-free DNA (cfDNA) in blood derived from tumors (circulating tumor-derived DNA (ctDNA) using differential methylation as a marker. While methods of detecting differentially-methylated DNA sequences in the blood and other body fluids are well known in the art, novel and defined differentially methylated regions such as those that precisely identify cells displaying a phenotype of a cell before versus after the EFT and the neonatal transition (NT) are needed that are capable of being used for detecting rare cells or circulating DNA such as that originating from cancers in body fluids (liquid biopsies) that have reverted to said embryonic as opposed to fetal/adult pattern of gene expression (embryo-onco phenotype), or monitoring the progress of in vitro or in vivo reprogramming. In addition, the present invention discloses the novel observation that cells within tumors are heterogeneous in regard to pre-EFT or post-EFT maturation status, and the population of cells surviving commonly-used chemotherapeutic or radiotherapeutic regimens (commonly designated cancer stem cells (CSCs)) are not undifferentiated stem cells, but actually show a post-EFT phenotype that result in slower growth and relative resistance to apoptosis. Therefore, the methods and compositions of the present invention provide means of assaying the state of maturation of cancer cells as to whether they are adult-like cancer (AC) cells or dematured cancer (DC) cells, which in turn, are useful in the diagnosis and prognosis of cancer and determining optimum therapeutic choices targeting and ablating AC or DC cells.


SUMMARY OF THE INVENTION

The present invention teaches novel compositions and methods related to the detection of differentially methylated regions (DMRs) of DNA associated with the EFT. More specifically, the present invention relates to novel composition and methods related to DMRs that are hypermethylated in normal cells in a pre-fetal state of maturation. Said pre-fetal cells with the hypermethylated DMRs of the present invention may be fully differentiated and yet not fully mature in that they display a phenotype differing substantially from corresponding cells in the post-EFT state including increased sensitivity to apoptosis, increased regenerative and proliferative potential, and increased potential for senolysis in the pre-fetal (pre-EFT) state.


The present invention discloses the maturation of cells at the EFT, while not necessarily altering their differentiated state, nevertheless acts as a tumor suppression, anti-regeneration, and antiviral mechanism. Therefore, the DMRs of the present invention provide methods to assay the extent of reprogramming of normal adult somatic cell types back to an embryonic or regenerative pattern of gene expression, to assay the metabolic state of cells such whether the cells have shifted toward glycolytic or oxidative phosphorylation as a major energy source, and determine the associated epigenetic state of said cells. These varied aspects of the pre-fetal phenotype are also referred to herein as the “embryo-onco phenotype.” The present invention discloses that these DMR markers are unexpectedly nearly universal hallmarks of diverse types of malignancies, including diverse sarcomas, carcinomas, and adenocarcinomas (i.e. are “pan-cancer markers.”)


In addition, the present invention teaches that an important feature of the heterogeneity of cancer cells in a tumor is the maturation status of the cancer cell. The present invention teaches that cancer cells can alternate their developmental status from dematured (pre-EFT) cancer cells (DC cells) to adult-like AC cells and from adult-like AC cells to DC cells. Unlike the cancer stem cell model which predicts that the subset of cancer cells surviving chemotherapy or radiation therapy are developmentally less-differentiated “stem cells” perhaps even expressing pluripotency markers such as OCT4, KLF4, SOX2, and MYC or other ES-specific transcription factors, the AC/DC model of developmental heterogeneity discloses that the heterogeneity of cancer cells is the state of maturation only in regard to being pre-EFT or post-EFT in phenotype. Furthermore the present invention discloses that the residual cancer cells following chemotherapy or radiation therapy are enriched in AC cells that are more mature, and more resistant to apoptosis (FIG. 1) as opposed to the currently widespread belief that the residual cells are more undifferentiated cancer stem cells.


The identification of novel methylated/demethylated genomic DNA that provides markers of the EFT therefore could therefore allow protocols for the amplification and detection of markers of EFT in tumors useful in diagnostic, prognostic, and therapeutic decision-making as well as in detecting the presence of cancer in a patient by detecting circulating tumor DNA (ctDNA) in blood, bronchial lavage, urine, or other body fluids or tissues using downstream detection methods of differentially-methylated DNA known in the art. Novel DMRs described in the present invention provide the novel assay of the embryonic (pre-fetal) as well as fetal (prenatal) markers useful in identifying malignant, and in some cases pre-malignant cells, that have reverted to said embryonic (pre-fetal) phenotype for the purpose of diagnosis and therapy, and for making clinical decisions relating to the advisability of maturing those cells to a more mature fetal or adult phenotype (also referred herein as “induced Cancer maturation” or “iCM”) to arrest their growth and/or metastasis, or to induce the embryonic (pre-fetal) phenotype in cancer stem cells to increase their susceptibility to apoptosis in response to chemotherapeutic regimens. This latter technology of reverting CSCs to a more primitive embryonic state is counterintuitive. The present invention shows that by causing iTR in cancer stem cells (referred to herein as “induced Senolysis of Cancer Stem Cells” or “iS-CSC”), the result is the production of cells with an embryonic phenotype (pre-fetal) pattern of gene expression less resistant to apoptosis. Therefore the present invention provides methods to detect and target malignant cells that have adult pattern of gene expression as well as providing methods to screen for agents capable of causing iS-CSC. Surprisingly, such diagnosis relates to a broad array of cancer types including carcinomas, adenocarcinomas, and sarcomas.


Embodiments of the disclosure are directed to methods of determining the developmental staging of cells that were the source of a sample of human DNA. More specifically, the present invention provides compositions and methods for determining whether human DNA contains methylated or unmethylated CpG epigenetic marks of embryonic (pre-fetal), fetal (prenatal), or postnatal (adult) marks. Said modifications unexpectedly provide useful broad pan-cancer markers for the diagnosis, prognosis and treatment of cancer as well as markers of the completeness of the in vitro transcriptional reprogramming of cells to pluripotency (iPS cell reprogramming) or the in vivo reprogramming of cells and tissues to reverse aging or to induce tissue regeneration (iTR) in diverse tissues in the body.


The disclosed methods are pan-cancer in nature and may therefore be used for diagnosing and/or treating an unexpectedly broad array of cancer types including but not limited to: carcinomas and adenocarcinomas (including but not limited to of any type, including solid tumors and leukemias including: apudoma, choristoma, branchioma, malignant carcinoid syndrome, carcinoid heart disease, carcinoma (e.g., Walker, basal cell, basosquamous, Brown-Pearce, ductal, Ehrlich tumor, in situ, Krebs 2, merkel cell, mucinous, non-small cell lung, oat cell, papillary, scirrhous, bronchiolar, bronchogenic, squamous cell, and transitional-cell), histiocytic disorders, leukemia (e.g., b-cell, mixed-cell, null-cell, T-cell, T-cell chronic, HTLV-II-associated, lymphocytic acute, lymphocytic chronic, mast-cell, and myeloid), histiocytosis malignant, Hodgkin's disease, immunoproliferative small, non-Hodgkin's lymphoma, plasmacytoma, reticuloendotheliosis, melanoma, chondroblastoma, chondroma, chondrosarcoma, fibroma, fibrosarcoma, giant cell tumors, histiocytoma, lipoma, liposarcoma, mesothelioma, myxoma, myxosarcoma, osteoma, osteosarcoma, Ewing's sarcoma, synovioma, adenofibroma, adenolymphoma, carcinosarcoma, chordoma, craniopharyngioma, dysgerminoma, hamartoma, mesenchymoma, mesonephroma, myosarcoma, ameloblastoma, cementoma, odontoma, teratoma, thymoma, trophoblastic tumor, adenocarcinoma, adenoma, cholangioma, cholesteatoma, cylindroma, cystadenocarcinoma, cystadenoma, granulosa cell tumor, gynandroblastoma, hepatoma, hidradenoma, islet cell tumor, leydig cell tumor, papilloma, sertoli cell tumor, theca cell tumor, leiomyoma, leiomyosarcoma, myoblastoma, myoma, myosarcoma, rhabdomyoma, rhabdomyosarcoma, ependymoma, ganglioneuroma, glioma, medulloblastoma, meningioma, neurilemmoma, neuroblastoma, neuroepithelioma, neurofibroma, neuroma, paraganglioma, paraganglioma nonchromaffin, angiokeratoma, angiolymphoid hyperplasia with eosinophilia, angioma sclerosing, angiomatosis, glomangioma, hemangioendothelioma, hemangioma, hemangiopericytoma, hemangiosarcoma, lymphangioma, lymphangiomyoma, lymphangiosarcoma, pinealoma, carcinosarcoma, chondrosarcoma, cystosarcoma phyllodes, fibrosarcoma, hemangiosarcoma, leiomyosarcoma, leukosarcoma, liposarcoma, lymphangiosarcoma, myosarcoma, myxosarcoma, osteosarcoma, rhabdomyosarcoma, sarcoma (e.g., Ewing's, experimental, Kaposi's, and mast-cell), neoplasms of the bone, breast, digestive system, colorectal, liver, pancreatic, pituitary, testicular, orbital, head and neck, central nervous system, acoustic, pelvic, respiratory tract, and urogenital systems, neurofibromatosis, cervix dysplasia, hepatocellular carcinomas, epidermoid carcinomas, renal cell adenocarcinomas, colorectal carcinomas and adenocarcinomas, esophageal and head and neck cancers, bronchio-alveolar carcinomas such as non-small cell lung cancer, small cell lung cancer, mammary gland carcinomas, mammary ductal carcinomas; gastric carcinomas, prostate carcinomas, uterine adenocarcinomas, embryonal neuroectodermal tumors and teratocarcinomas, brain cell cancers such as glioblastomas and neuroblastomas, blood cell cancers such as histiocytic and lymphoblastic lymphomas and B-cell lymphoblastic leukemia, or sarcomas (including but not limited to embryonic and alveolar rhabdomyosarcomas, osteosarcomas, chondrosarcomas, liposarcomas, giant cell sarcomas of bone, uterine sarcomas, leiomyosarcomas, Wilms tumor, Ewing's sarcoma, pagetoid sarcoma, epithelioid sarcoma, synovial sarcomas, fibrosarcomas, and spindle cell sarcomas).


In addition, the disclosed methods may be used for staging the developmental status of an unexpectedly broad array of human somatic cell types including but not limited to: derivatives of the three germ layers endoderm, mesoderm, and ectoderm including neural crest, examples of endodermal somatic cell types being, but not limited to esophageal, tracheal, lung, gastrointestinal, liver, and pancreatic cells. Examples of mesodermal somatic cell types being, but not limited to bone, cartilage, tendon, skeletal, cardiac, and smooth muscle, renal, dermal, white and brown adipose, blood, and vascular endothelial cells. Examples of ectodermal somatic cell types being, but not limited to CNS and PNS neuronal cells including but not limited to neurons, glial and sensory neuronal cells such as those in the retina and inner ear. Examples of neural crest somatic cell types being, but not limited to connective tissues of the head and neck including dermal, cartilage, bone, meningeal, and adrenal cortical cells. Said staging is useful in assaying the completeness of the in vitro transcriptional reprogramming of cells to pluripotency (iPS cell reprogramming) or the in vivo reprogramming of cells and tissues to reverse aging or to induce tissue regeneration (iTR) in diverse tissues in the body.


In one embodiment, the method comprises steps to identify DMRs useful in distinguishing embryonic (pre-fetal) stage cells from postnatal stage cells, said method comprised of the steps: 1) determining the methylation status of the CpGs in the DNA of pluripotent stem cell-derived progenitor cells and their adult cell counterparts, 2) comparing the methylation of the embryonic (pre-fetal) cells to their post-natal counterparts to identify statistically-significant DMRs.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from biopsied human tissue or body fluid-derived cell-free DNA (cfDNA), 2) measuring the levels of methylated or unmethylated DNA within DMRs of the present invention, 3) determining whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or cfDNA, 4) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from biopsied human tissue or body fluid-derived cell-free DNA (cfDNA), 2) converting unmethylated cytosine residues to uracil using bisulfate, 3) sequencing the DMRs of the present invention to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or ccfDNA, 4) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from biopsied human tissue or body fluid-derived cell-free DNA (cfDNA), 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) digestion of DNA sample with methylation-specific restriction enzymes, 4) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or cfDNA, 4) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from biopsied human tissue or body fluid-derived cell-free DNA (cfDNA), 2) measuring the levels of methylated or unmethylated DNA within DMRs of the present invention, 3) determining whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or cfDNA, 4) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from biopsied human tissue or body fluid-derived cell-free DNA (cfDNA), 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) sequencing the DMRs of the present invention to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or cfDNA, 4) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from biopsied human tissue or body fluid-derived cell-free DNA (cfDNA), 2) converting unmethylated cytosine residues to uracil using bisulfate, 3) digestion of DNA sample with methylation-specific restriction enzymes, 4) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or cfDNA, 4) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from body fluid-derived cell-free DNA (cfDNA), 2) removal of the nucleosomes containing fetal or adult-specific histone epigenetic modifications H3K4me1, H3K4me2, H3K4me3, H3K9Ac, and H2AZ using affinity separation methods, 3) converting unmethylated cytosine residues to uracil using metabisulfite, 4) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significantly higher levels than normal tissue or cfDNA, 5) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to diagnose cancer being: 1) obtaining DNA from body fluid-derived cell-free DNA (cfDNA), 2) isolation of the nucleosomes containing histone epigenetic modifications present in the DMR regions of the present invention including H3K9me2 and H3K9me3 using affinity separation methods, 3) converting unmethylated cytosine residues to uracil using metabisulfite, 4) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significantly higher levels than normal tissue or cfDNA, 5) diagnosing cancer based on statistically-significant higher methylation in the DMRs of the sample compared to a normal control sample.


In another embodiment, the method comprises steps to detect cancer stem cells (CSCs) that would respond to iS-CSC or alternatively iCM being: 1) obtaining DNA from biopsied human tissue, 2) measuring the levels of methylated or unmethylated DNA within DMRs of the present invention, 3) determining whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue, 4) diagnosing therapy-resistant CSCs based on statistically-significantly lower methylation in the DMRs of the sample compared to a therapy-responsive sample.


In another embodiment, the method comprises steps to detect cancer stem cells (CSCs) that would respond to iS-CSC or alternatively iCM being: 1) obtaining DNA from biopsied human tissue, 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) sequencing the DMRs of the present invention to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or Cf-DNA, 4) diagnosing therapy-resistant CSCs based on statistically-significantly lower methylation in the DMRs of the sample compared to a therapy-responsive sample.


In another embodiment, the method comprises steps to detect cancer stem cells (CSCs) that would respond to IS-CSC or alternatively iCM being: 1) obtaining DNA from biopsied human tissue, 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) digestion of DNA sample with methylation-specific restriction enzymes, 4) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal tissue or Cf-DNA, 4) diagnosing therapy-resistant CSCs based on statistically-significantly lower methylation in the DMRs of the sample compared to a therapy-responsive sample.


In another embodiment, the method comprises steps to score the completeness of in vitro reprogramming of somatic cells to pluripotency (iPS cells) being: 1) obtaining DNA from cells treated with agents intended to reprogram somatic cells to pluripotency, 2) measuring the levels of methylated or unmethylated DNA within DMRs of the present invention, 3) determining whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal hES cell DNA, 4) scoring the completeness of reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In another embodiment, the method comprises steps to score the completeness of in vitro reprogramming of somatic cells to pluripotency (iPS cells) being: 1) obtaining DNA from cells treated with agents intended to reprogram somatic cells to pluripotency, 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) sequencing the DMRs of the present invention to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significantly lower levels than normal pluripotent stem cells (hES cells), 4) scoring the completeness of reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In another embodiment, the method comprises steps to score the completeness of in vitro reprogramming of somatic cells to pluripotency (iPS cells) being: 1) obtaining DNA from cells treated with agents intended to reprogram somatic cells to pluripotency, 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) digestion of DNA sample with methylation-specific restriction enzymes, 4) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal human pluripotent stem cells (hES cells), 4) scoring the completeness of reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In another embodiment, the method comprises steps to score the extent of in vitro reprogramming of somatic cells to a pre-EFT state to reverse aging and induce tissue regeneration (iTR) being: 1) obtaining DNA from cells treated with agents intended to reverse aging and induce tissue regeneration, 2) measuring the levels of methylated or unmethylated DNA within DMRs of the present invention, 3) determining whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal hES cell DNA, 4) scoring the completeness of iTR reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In another embodiment, the method comprises steps to score the extent of in vivo reprogramming of somatic cells to a pre-EFT state to reverse aging and induce tissue regeneration (iTR) being: 1) obtaining DNA from cells, tissues, or body fluids treated with agents intended to reverse aging and induce tissue regeneration, 2) measuring the levels of methylated or unmethylated DNA within DMRs of the present invention, 3) determining whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significant higher levels than normal hES cell DNA, 4) scoring the completeness of iTR reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In another embodiment, the method comprises steps to score the extent of in vivo reprogramming of somatic cells to a pre-EFT state to reverse aging and induce tissue regeneration (iTR) being: 1) obtaining DNA from cells, tissues, or body fluids treated with agents intended to reverse aging and induce tissue regeneration, 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) sequencing the DMRs of the present invention to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significantly lower levels than normal pluripotent stem cells (hES cells) and/or higher than somatic cell counterparts, and 4) scoring the completeness of iTR reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In another embodiment, the method comprises steps to score the extent of in vivo reprogramming of somatic cells to a pre-EFT state to reverse aging and induce tissue regeneration (iTR) being: 1) obtaining DNA from cells, tissues, or body fluids treated with agents intended to reverse aging and induce tissue regeneration, 2) converting unmethylated cytosine residues to uracil using bisulfite, 3) converting unmethylated cytosine residues to uracil using bisulfite, 4) digestion of DNA sample with methylation-specific restriction enzymes, 5) PCR amplifying sequences within the DMR region to determine whether the % methylation of the CpGs in the DMR or multiple DMRs is statistically-significantly lower levels than normal human pluripotent stem cells (hES cells) and/or higher than normal somatic controls, and 4) scoring the completeness of iTR reprogramming utilizing the percentage of CpGs that are methylated within said DMRs.


In accordance with the present invention, there is provided a method for the detection or monitoring of the developmental stage of cells using a biological sample selected from cultured cells, tissue, tumors, blood, plasma, serum, saliva, urine from an individual, said method comprising:

    • (a) obtaining DNA from the said biological sample;
    • (b) determining the percent methylation of the CpG residues within the DMRs of the present invention
    • (c) using the percent methylation to determine whether the DNA represents an embryonic (pre-fetal) or adult epigenetic state.


The novelty of the present invention relates to novel DMRs that robustly discriminate between DNA originating from cells with an embryonic or embryo-onco phenotype as well as the novel uses of said information to diagnose cancer, determine the presence of cancer stem cells, to monitor the completeness of the in vitro reprogramming of somatic cells to pluripotency (iPS cells), and to monitor the extent of in vivo reprogramming of human cells and tissues in vivo to induce tissue regeneration (iTR). Downstream methods to detect differentially-methylated DNA, such as for applications in liquid biopsy to detect cancer-derived cfDNA (circulating tumor-derived DNA (ctDNA) are well known in the art. By way of nonlimiting example, altered methylation of the DMRs may be detected by:

    • (a) obtaining DNA from the said biological sample;
    • (b) digesting the DNA sample with one or more methylation-sensitive restriction enzymes;
    • (c) quantifying or detecting a DNA sequence of interest after step (b), wherein the target sequence of interest contains at least two methylation-sensitive restriction enzyme recognition sites; and
    • (d) comparing the level of the DNA sequence from the individual to a normal standard, to detect, prognosticate or monitor cancer.


In a preferred aspect of the present invention, the polymerase chain reaction is used in step (c). Preferably, the methylation-sensitive restriction enzyme recognizes DNA sequences which have not been methylated. The target sequence is a sequence susceptible to methylation in cancer patients so that an unmethylated target sequence in a normal patient is digested and is not amplified by the polymerase chain reaction, whereas in a cancer patient, the target sequence is methylated and is not digested by the enzyme and can subsequently be quantified or detected, for example using the polymerase chain reaction.


The methods of the present invention can be used to predict the susceptibility to cancer of the individual, to assess the stage of cancer in the individual, to predict the likelihood of overall survival for the individual, to predict the likelihood of recurrence for the individual or to assess the effectiveness of treatment in the individual.


In accordance with another aspect of the present invention, there is provided a method for the detection or monitoring of cancer using a biological sample selected from tissue, tumor, blood, plasma, serum, saliva, urine from an individual, said method comprising:

    • (a) obtaining DNA from the said biological sample;
    • (b) digesting the DNA sample with one or more methylation-sensitive restriction enzymes;
    • (c) quantifying or detecting a DNA sequence of interest after step (b) wherein the DNA sequence is a sequence comprising part or all of a DMR in Table I; and
    • (d) comparing the level of the DNA sequence from the individual to a normal standard, to detect, prognosticate or monitor cancer.


Methods for the PCR-based amplification and detection of DMRs such as with Luminometric Methylation Assay (LUMA), bisulfite conversion, pyrosequencing, mass spectrometry, qPCR arrays, affinity and restriction enzyme-based arrays, bisulfite conversion-based arrays, and next generation sequencing are well-known in the art (Kurdyukov, S. and Bullock, M. DNA Methylation Analysis: Choosing the Right Method. 2016 Biology 5(1):3 and Sant, K. E. et al, DNA Methylation Screening and Analysis. 2012. Methods Mol Bio 889: 385-406) incorporated herein by reference with the general rules being generally applicable:


In accordance with a further aspect of the invention, there is provided probes, primers and kits for use in the method of the invention. In particular, there is provided:


a set of primers for the detection or monitoring of cancer in a biological sample selected from tissue, tumors, blood, plasma, serum, saliva, urine from an individual, which comprises a primers specific for the DMRs of Table I wherein the primer sets are shown in Table II;


a kit for the detection or monitoring of cancer in a biological sample selected from tissue, tumors, blood, plasma, serum, saliva, urine from an individual, which comprises the probe of the invention and the set of primers of the invention; and


a kit for use as a control during the detection or monitoring of cancer in a biological sample selected from blood, plasma, serum, saliva, urine from an individual, which comprises the primer sets of the invention and the set of control primers of the invention.





DESCRIPTION OF THE FIGURES


FIG. 1 IGV of methylated CpG residues displayed as percent modified. Shown are four hES cell-derived clonal embryonic progenitor cell lines corresponding to osteogenic mesenchyme, vascular endothelium, skeletal myoblasts, and white preadipocytes respectively (4D20.8, 30-MV2-6, SK5, and E3) followed by their respective four adult-derived counterparts (bone marrow mesenchymal stem cells (MSCs), aortic endothelial cells (HAEC), skeletal myoblasts, and white preadipocytes respectively. The position of DMR_327 is shown as the bar in the row labeled Top DMRs.



FIG. 2 shows IGV of ATAC-seq and CpG methylation results of two hES cell-derived clonal embryonic progenitor cell lines corresponding to osteogenic mesenchyme and vascular endothelium (4D20.8 and 30-MV2-6 respectively) followed by their respective two adult-derived counterparts (bone marrow mesenchymal stem cells (MSCs) and aortic endothelial cells (HAEC). Also shown are comparable ATAC and BIS results from the two hES cell lines MA03 and H9 and iPSCs produced from what were originally the hES cell-derived clonal cell line EN13 (Vaziri et al 2010, Spontaneous reversal of the developmental aging of normal human cells following transcriptional reprogramming Regen Med 5(3):345-363), as well as human adult dermal fibroblast-derived iPSCs. The row titled Top DMRs shows the location of the DMR.



FIG. 3 shows IGV of CpG methylation results obtained by BIS of a hES cell-derived clonal embryonic progenitor cell line corresponding to osteogenic mesenchyme and a normal adult counterpart being bone marrow mesenchymal stem cells (4D20.8 and MSCs respectively) followed by corresponding adult-derived cancer cell lines derived from osteogenic mesenchyme (the osteosarcoma cell lines U-2, SJSA-1, KHOS-240S, and KHOS/NP). Also shown are CpG methylation results obtained by BIS of a hES cell-derived clonal embryonic progenitor cell line corresponding to skeletal myoblasts and an adult derived normal counterpart being adult skeletal myoblasts (SK5 and Adult Skel Muscle Myoblasts respectively) followed by corresponding adult-derived cancer cell lines derived from muscle mesenchyme (the rhabdomyosarcoma (RMS) cell lines CCL-136, A-204, SJCRH30, and TE 617.T). Also shown are CpG methylation results obtained by BIS of a hES cell-derived clonal embryonic progenitor cell line corresponding to white adipocyte progenitors (E3) and an adult derived normal counterpart being adult preadipocytes and the lipogenic cancer cell lines (94T778 and 93T449). The row titled Top DMRs shows the location of the DMR.



FIG. 4 shows RNA-seq values in FPKM of the transcript LINC00865 in four hES cell lines and an EP-derived iPS cell line (ES & iPSC); 42 diverse hESC-derived EP cell lines (Diverse EPs); 100 diverse somatic cell types including neuronal, glial, hepatocytes, diverse stromal cell types as well as others (Diverse Normal Somatic Cells); 24 diverse cultured epithelial cell types (Epithelial); 39 diverse sarcoma cell types (Sarcomas); 35 diverse carcinoma and adenocarcinoma cell types (Carcinomas); and four blood cancer cell types (Blood CA).



FIG. 5 shows RNA-seq values in FPKM of the transcript LINC00865 in four hES cell lines and an EP-derived iPS cell line (ES & iPSC); three dermal fibroblast cultures from the upper arm of late embryonic (8 wk) human embryos (Emb); 12 dermal fibroblast cultures from the upper arm of human fetuses aged 9-16 wk (Fetal); 13 dermal fibroblast cultures from the upper arm of human neonates aged 3-13 years (Neonatal); and 29 dermal fibroblast cultures from the upper arm of human adults aged 19-83 years (Old Age); as well as human adult fibroblasts from a 59 year old donor (passage 5) from the upper arm cultured in conditions to induce quiescence as described herein along with iPS cells generated from said fibroblasts (passage 6) labelled (Old & Reprogrammed).



FIG. 6 shows RNA-seq values in FPKM in the hES cell lines H9, MA03, ESI 017, ESI 053, and the EP-derived iPS cell line EH3 as well as an adult-derived (59 year-old) dermal fibroblast line followed by an iPS cell line derived from said adult fibroblasts of the transcripts: A) DNMT3B; B) POU5F1 (OCT4); C) LIN28B; and the fetal/adult-onset gene PCDHGA12.



FIG. 7: IGV image of the region surrounding DMR_327 and the gene LINC00865. From top to bottom, rows show BIS-generated CpG methylation for the osteogenic mesenchymal EP cell line 4D20.8 followed by its adult counterpart bone marrow-derived MSCs; CTCF binding sites (none in this example); DMR Q-values followed by the significance ranking of the top 1000 DMRs; ChIP-seq reads for the indicated histone modifications in the embryonic versus adult cells.



FIG. 8: The fraction of the CpGs methylated in DMR_327 in colon cancer vs normal colon, prostate cancer vs benign prostate, glioblastoma with an IDH mutation vs normal brain, glioblastoma with an MSC phenotype vs normal brain, glioblastoma with a PDGFRA amplification vs normal brain, glioblastoma with an EGFR amplification vs normal brain, liposarcoma cells vs normal subcutaneous preadipocytes, osteosarcoma cells vs bone marrow MSCs, and rhabdomyosarcoma vs normal skeletal muscle myoblasts. Each in replicate.



FIG. 9: Timeline of the growth of xenograft tumors from the fibrosarcoma cell line HT1080 and HT1080 exogenously expression adult levels of COX7A1.



FIG. 10: Expression of the adult cell markers COX7A1 and CAT in pancreatic tumor vs surviving pancreatic cancer stem cells following KRAS ablation.



FIG. 11: Apoptotic response as measured by the TUNEL assay of the DC fibrosarcoma cell line HT1080 following exogenous expression of the iCM gene COX7A1.





TABLE I shows the DMRs hypermethylated in pre-EFT cells and DC cells of the present invention, together with their unique status wherein said status marked with an asterisk (“*”) are novel over Su et al, 2018); those without the asterisk are covered in at least 2 nucleotides with DMRs disclosed in Su et al, 2018, chromosome number (Chr), start and end position on the designated chromosome in human genome Hg38; the size of the DMR region in bp, the statistical significance (Q-value) of the differential methylation as determined in four hES cell-derived clonal embryonic progenitors lines (the osteogenic mesenchyme line 4D20.8, the endothelial line 30-MV2-6, the preadipocyte line E3, and the skeletal myoblast line SK-5, compared to their adult counterparts bone marrow MSCs, aortic endothelial cells, subcutaneous white preadipocytes, and skeletal muscle myoblasts); the % methylation difference between the average pre-EFT lines and adult, and the number of CpGs in the DMR. The DMRs with an asterisk in Table I (the ones not in Su et al 2018) are disclosed as part of the invention for both determining the EFT status and making choices thereby for therapy as well as for detecting cancer generally such as with liquid biopsy. DMRs without the asterisk are disclosed by Su et al 2018 and are disclosed as part of the invention for determining EFT status and subsequent therapy decisions.


DETAILED DESCRIPTION OF THE INVENTION
Abbreviations

AC Cells—Adult Cancer cells refers to malignant cancer cells that display post-EFT epigenetic markers such as the relatively unmethylated DMRs of the present invention.


AMH—Anti-Mullerian Hormone


ATAC—Assay for Transposase Accessible Chromatin


ATACseq—Assay for Transposase Accessible Chromatin followed by high throughput DNA sequencing


ASC—Adult stem cells


BIS—Bisulfite sequencing refers to the sequencing of DNA subsequent to the bisulfite modification of unmethylated cytosines to uracils as a means of identifying methylated CpGs.


BP—Base pairs of DNA


Chr—Chromosome


CSC—Cancer Stem Cell


cGMP—Current Good Manufacturing Processes


CM—Cancer Maturation


CNS—Central Nervous System


CTCF—CCCTC-binding factor


cfDNA—Cell-free DNA


ctDNA—Circulating tumor-derived DNA


DC Cells—Dematured Cancer Cells refer to normal cells that have acquired in the course of oncogenesis a pre-EFT pattern of gene expression and a pre-EFT pattern of heavily methylated DMRs of the present invention


DMEM—Dulbecco's modified Eagle's medium


DMR—Differentially-Methylated Region refers to CpGs that are significantly differentially methylated in pre-EFT cells compared to Post-EFT cells.


DPBS—Dulbecco's Phosphate Buffered Saline


ED Cells—Embryo-derived cells; hED cells are human ED cells


EDTA—Ethylenediamine tetraacetic acid


EFT—Embryonic-Fetal Transition being the developmental transition that occurs in humans at the completion of 8 weeks of gestation when fetal development commences.


EG Cells—Embryonic germ cells; hEG cells are human EG cells


EP—Embryonic progenitors


ES Cells—Embryonic stem cells; hES cells are human ES cells


ESC—Embryonic Stem Cells


FACS—Fluorescence activated cell sorting


FBS—Fetal bovine serum


FPKM—Fragments Per Kilobase of transcript per Million mapped reads from RNA sequencing.


hED Cells—Human embryo-derived cells


hEG Cells—Human embryonic germ cells are stem cells derived from the primordial germ cells of fetal tissue.


HESC—Human Embryonic Stem Cells


hiPS Cells—Human induced pluripotent stem cells are cells with properties similar to hES cells obtained from somatic cells after exposure to hES-specific transcription factors such as SOX2, KLF4, OCT4, MYC, or NANOG, LIN28, OCT4, and SOX2.


iCM—Induced Cancer Maturation.


IGV—Integrative Genomics Viewer


iPS Cells—Induced pluripotent stem cells are cells with properties similar to hES cells obtained from somatic cells after exposure to ES-specific transcription factors such as SOX2, KLF4, OCT4, MYC, or NANOG, LIN28, OCT4, and SOX2, SOX2, KLF4, OCT4, MYC, and (LIN28A or LIN28B), or other combinations of OCT4, SOX2, KLF4, NANOG, ESRRB, NR5A2, CEBPA, MYC, LIN28A and LIN28B.


iS—induced Senolysis refers to the use of iTR to induce the intrinsic apoptosis of aged or senescent cells.


iS-CSC—induced Senolysis of Cancer Stem Cells refers to the treatment of cells in malignant tumors that are refractory to ablation by chemotherapeutic agents or radiation therapy wherein said iS-CSC treatment causes said refractory cells to revert to a pre-fetal pattern of gene expression and become sensitive to chemotherapeutic agents or radiation therapy.


iTM—Induced Tissue Maturation


iTR—Induced Tissue Regeneration


MEM—Minimal essential medium


MSCs—Mesenchymal stem cells


MSP—Methylation specific PCR


NT—Neonatal transition which is the developmental transition of the conceptus at the time of parturition.


PBS—Phosphate buffered saline


RFU—Relative Fluorescence Units


RMS—Rhabdomyosarcoma


RNA-seq—RNA sequencing


SFM—Serum-Free Medium


The present invention provides a method to assess, diagnose, prognosticate or monitor the presence or progression of tumors in an individual including but not limited to predicting the sensitivity of cancer cells to chemotherapeutic agents or iCM protocols. Surprisingly, such diagnosis is pan-cancer in nature and relates to a broad array of cancer types including carcinomas, adenocarcinomas, and sarcomas, including but not limited to hepatocellular carcinomas, epidermoid carcinomas, renal cell adenocarcinomas, colorectal carcinomas and adenocarcinomas, bronchio-alveolar carcinomas such as non-small cell lung cancer, mammary gland carcinomas, mammary ductal carcinomas; vaginal and cervical carcinomas, gastric carcinomas, prostate carcinomas and adenocarcinomas, uterine adenocarcinomas); embryonal neuroectodermal tumors and teratocarcinomas; brain cell cancers such as glioblastomas and neuroblastomas; blood cell cancers such as histiocytic and lymphoblastic lymphomas and B-cell lymphoblastic leukemia; or sarcomas (including but not limited to embryonic and alveolar rhabdomyosarcomas, osteosarcomas, chondrosarcomas, liposarcomas, giant cell sarcomas of bone, uterine sarcomas, leiomyosarcomas, Wilms tumor, Ewing's sarcoma, pagetoid sarcoma, epithelioid sarcoma, synovial sarcomas, fibrosarcomas, and spindle cell sarcomas).


In cases where these as other carcinomas, adenocarcinomas, sarcomas, and brain or blood cell cancers have been determined by means of the methods of the present invention have reverted to an embryonic phenotype (also known as an embryo-onco phenotype) (also known as Dematured Cancer (DC) cells), then treating a patient's cancer with agents appropriate to that phenotype, i.e. agents that are effective in inhibiting the replication or inducing apoptosis of the cancer cells in that particular phenotype such as common chemotherapeutic agents including but not limited to the alkylating agents including but not limited to altretamine, bendamustine, busulfan, carboplatin, carmustine, chlorambucil, cisplatin, cyclophosphamide, dacarbazine, ifosfamide, lomustine, mechlorethamine, melphalan, oxaliplatin, temozolomide, thiotepa, or trabectedin can be employed. Alternatively, using the compositions and methods of the instant invention, CNS tumors such as glioblastomas and astrocytomas that display a pre-fetal embryo-onco phenotype (DC Cells) may be selected for treatment with alkylating agents that cross the blood-brain barrier such as carmustine, lomustine, and streptozocin. In addition, using the compositions and methods of the instant invention, tumors that display a pre-fetal embryo-onco phenotype (DC cells) are determined to proliferate at a relatively fast rate and to metastasize more aggressively than those that display a fetal or adult phenotype (Adult Cancer (AC) cells), therefore said DC cells, and are determined to be more sensitive to antimetabolites including but not limited to azacytidine, 5-fluorouracil (5-FU), 6-mercaptopurine (6-MP), capecitabine, cladribine, clofarabine, cytarabine, decitabine, floxuridine, fludarabine, gemcitabine, hydroxyurea, methotrexate, nelarabine, pemetrexed, pentostatin, pralatrexate, thioguanine, and trifluridine. Alternatively, using the compositions and methods of the instant invention, tumors that display a pre-fetal embryo-onco phenotype (DC cells) and are therefore determined to proliferate at a relatively fast rate and to metastasize more aggressively than cells are determined to be more sensitive to anti-tumor antibiotics including but not limited to the anthracyclines daunorubicin, doxorubicin, epirubicin, idarubicin, and valrubicin or bleomycin, dactinomycin, mitomycin-C, and mitroxantrone, or the topoisomerase inhibitors irinotecan, topotecan, camptothecin, etoposide, teniposide, the mitotic inhibitors cabazitaxel, docetaxel, nab-pacitaxel, and paclitaxel, or the vinca alkyloids vinblastine, vincristine, and vinorelbine.


In addition, or in contrast, in cases where malignant cells have reverted to a post-EFT phenotype (AC cells) (surprisingly also known as what are commonly designated cancer stem cells), thereby becoming relatively resistant to apoptosis, the resistant “cancer stem cells” can be induced back to a pre-fetal phenotype to increase their susceptibility to treatments that induce apoptosis. These include the reprogramming of said AC cells using iTR reprogramming methods disclosed herein (also known as the induction of senolysis of cancer stem cells (iS-CSC), inhibiting the PI3K/AKT/mTOR (phosphoinositide 3-kinase/AKT/mammalian target of rapamycin) pathway such as with rapamycin or other inhibitors of mTOR, dietary restriction, or the use of dietary restriction mimetics. These and related uses of pathways related to the EFT in the diagnosis and treatment of cancer are the subject of the present invention.


It is known in the art that numerous tumor suppressor genes are relatively highly methylated in many tumor cells. Therefore, the use of such highly methylated circulating tumor DNA (ctDNA) is known in the art to be useful as diagnostic and prognostic markers for managing cancer in animals including humans. However, there remains a need to identify additional such markers of cancer, in particular, those that are markers of all cancer types (pan-cancer markers), and those that can support clinical decision making in the choice of optimum therapeutic strategies. The present invention provides a large number of novel DMRs identified through a comparative analysis of regions differentially methylated in four hES cell-derived clonal embryonic progenitors to osteochondral mesenchyme, vascular endothelium, skeletal myoblasts, and white preadipocytes compared to their adult counterparts. The positions of these DMRs in the Hg38 version of the human genome are shown in Table I. The DMRs are listed in rank order of the statistical significance of the differential methylation, such significance being <1×10E-25 for the entire list.

















TABLE I












Mean








Region

Methylation


Unique
DMR



Size

Difference
Number


Status
Name
chr
Start
Stop
(bp)
Q-value
(%)
CpGs
























DMR_001
chr19
2250699
2252101
1402
 2.80E−251
87.43
253



DMR_002
chr22
46074866
46080081
5215
 5.50E−203
77.28
279



DMR_003
chr5
42951061
42952709
1648
 4.60E−187
82.15
211



DMR_004
chr19
58355899
58357477
1578
 7.70E−180
78.17
205



DMR_005
chr19
45152055
45153440
1385
 9.60E−153
85.33
172


*
DMR_006
chr5
141418258
141420380
2122
 2.00E−152
63.99
189



DMR_007
chr22
46084688
46087931
3243
 8.50E−149
71.41
222



DMR_008
chr17
17205477
17206497
1020
 3.70E−140
86.73
163



DMR_009
chr5
141430419
141431777
1358
 7.30E−133
81.36
146


*
DMR_010
chr5
141431781
141433256
1475
 2.70E−129
60.74
183



DMR_011
chr1
200873014
200874207
1193
 5.60E−129
76.44
164


*
DMR_012
chr5
141101671
141103356
1685
 9.60E−125
61.06
189



DMR_013
chr14
64541526
64542606
1080
 1.90E−124
76.79
153



DMR_014
chr6
26043041
26045991
2950
 1.80E−121
61.54
228



DMR_015
chr22
46053155
46056587
3432
 4.30E−121
77.27
172


*
DMR_016
chr2
131039692
131040648
956
 2.50E−120
61.33
152



DMR_017
chr1
2789309
2790366
1057
 2.60E−117
72.46
165



DMR_018
chr1
147078724
147080452
1728
 4.30E−115
51.79
234



DMR_019
chr5
141421454
141423647
2193
 2.50E−114
59.43
190


*
DMR_020
chr5
141409467
141410141
674
 9.10E−114
77.04
123


*
DMR_021
chr4
1471639
1472662
1023
 1.60E−112
83.75
128



DMR_022
chr12
1796381
1797560
1179
 3.10E−112
61.39
192



DMR_023
chr7
99918960
99919785
825
 1.80E−110
81.84
134



DMR_024
chr8
56112946
56114042
1096
 3.00E−109
73.43
147



DMR_025
chr8
143275827
143276642
815
 3.10E−108
76.53
143



DMR_026
chr10
103584327
103585102
775
 1.80E−107
64.14
199



DMR_027
chr1
7953758
7954617
859
 4.20E−107
79.13
130



DMR_028
chr7
157612781
157613782
1001
 9.10E−107
75.26
140



DMR_029
chr3
42685716
42686423
707
 9.60E−107
74.13
138



DMR_030
chr2
240672528
240673179
651
 2.30E−105
78.28
132


*
DMR_031
chr2
241803131
241804698
1567
 2.70E−105
57.25
268



DMR_032
chr14
69572579
69573684
1105
 4.50E−105
66.99
150


*
DMR_033
chr5
141136703
141137837
1134
 8.70E−105
53.52
174



DMR_034
chr4
6663861
6664923
1062
 1.40E−104
80.52
125


*
DMR_035
chrX
1465424
1466337
913
 1.40E−101
74.93
135



DMR_036
chr7
64569488
64570399
911
 7.30E−101
79.72
123



DMR_037
chr15
52112085
52112836
751
 2.90E−100
77.07
129


*
DMR_038
chr19
36151147
36153031
1884
1.10E−99
78.83
123



DMR_039
chr2
232351797
232352767
970
1.60E−98
80.38
114



DMR_040
chr5
73381388
73382712
1324
1.80E−98
58.08
192



DMR_041
chr19
23070349
23071580
1231
2.70E−98
74.39
137



DMR_042
chr7
56115839
56116630
791
1.00E−94
73.12
134


*
DMR_043
chr8
144109493
144110147
654
6.20E−93
78.76
94


*
DMR_044
chr5
141389221
141390111
890
1.30E−92
57.79
138



DMR_045
chr8
143707138
143708079
941
1.80E−92
63.25
127



DMR_046
chr18
14450469
14450984
515
4.40E−92
76.39
125



DMR_047
chr9
97076627
97077677
1050
1.10E−91
70.92
129


*
DMR_048
chr1
245687575
245688591
1016
1.50E−91
55.58
125



DMR_049
chr10
70255234
70255922
688
2.50E−91
78.06
112



DMR_050
chr9
123373057
123373951
894
2.70E−91
75.94
121


*
DMR_051
chr7
143510972
143511764
792
5.40E−90
60.51
115



DMR_052
chr8
39106981
39107994
1013
8.00E−90
76.57
116



DMR_053
chr2
201115668
201117061
1393
1.30E−89
38.57
176


*
DMR_054
chr11
95037499
95038028
529
1.30E−87
70.78
114


*
DMR_055
chr5
172669735
172670339
604
3.40E−87
59.52
99


*
DMR_056
chr5
141096095
141097146
1051
3.10E−86
60.82
126



DMR_057
chr19
940381
941556
1175
5.90E−86
68.83
117


*
DMR_058
chr2
39243601
39244144
543
1.40E−85
53.76
107



DMR_059
chr19
58009360
58010023
663
5.00E−85
84.74
99



DMR_060
chr5
157670565
157672009
1444
1.00E−84
57.76
184


*
DMR_061
chr19
58349937
58351032
1095
4.20E−84
79.91
98


*
DMR_062
chr19
58203919
58204665
746
2.00E−83
80.45
92



DMR_063
chr17
76075849
76077796
1947
2.70E−83
48.89
264


*
DMR_064
chr3
126541724
126542341
617
3.70E−83
71.56
97


*
DMR_066
chr5
140823132
140823943
811
3.30E−82
47.38
137



DMR_067
chr6
10719884
10720978
1094
5.30E−82
68.23
103


*
DMR_068
chr18
80159732
80160128
396
7.20E−82
73.18
91



DMR_069
chr4
143911990
143912359
369
2.40E−81
78.92
99



DMR_070
chr2
169768217
169768970
753
4.20E−81
74.31
102



DMR_071
chr14
67411817
67412601
784
4.90E−81
71.93
123


*
DMR_072
chr5
141414488
141415677
1189
5.00E−81
62.69
112


*
DMR_073
chr7
102300503
102300918
415
1.20E−80
70.87
91



DMR_074
chr19
58561830
58563850
2020
3.00E−80
50.38
255



DMR_075
chr11
89863850
89864607
757
4.20E−80
61.36
133



DMR_076
chr13
52194956
52195816
860
1.20E−79
82.83
96



DMR_077
chr5
177400159
177400636
477
1.60E−79
82.46
99



DMR_078
chr17
1270473
1271492
1019
2.40E−79
73.83
116



DMR_079
chr3
8767331
8767850
519
2.50E−79
77.71
93



DMR_080
chr14
33799794
33800749
955
2.70E−79
61.26
128


*
DMR_081
chr3
44580918
44581374
456
2.00E−78
66.47
94


*
DMR_082
chr5
140870342
140870983
641
6.40E−78
57.84
122



DMR_083
chr10
133528096
133528853
757
7.10E−78
63.25
121


*
DMR_084
chr1
11501401
11501896
495
8.80E−78
61.32
115



DMR_085
chr16
54938153
54940011
1858
9.00E−78
−37.47
188



DMR_086
chr2
9474066
9475564
1498
1.00E−77
48.42
192


*
DMR_087
chr22
50577791
50578738
947
1.00E−77
72.59
112



DMR_088
chr9
136994737
136995891
1154
1.30E−77
60.87
125


*
DMR_089
chr5
141151648
141152632
984
2.90E−77
60.81
121



DMR_090
chr7
158957546
158958855
1309
7.90E−77
59.58
140


*
DMR_091
chr2
94272682
94273712
1030
1.20E−76
83.17
92



DMR_092
chr4
84482243
84484227
1984
4.50E−76
48.05
212



DMR_093
chr5
177984212
177984925
713
4.50E−76
69.93
117


*
DMR_094
chr2
94208342
94208946
604
8.10E−76
79.23
110



DMR_095
chr13
109140460
109141351
891
9.90E−76
78.58
101



DMR_096
chr17
57045464
57046363
899
1.30E−75
69.01
123



DMR_097
chr7
56174725
56175831
1106
1.30E−75
69.68
110



DMR_098
chr17
82374854
82375645
791
1.70E−75
71.63
108



DMR_099
chr1
227560723
227561531
808
1.90E−75
69.48
104



DMR_100
chr10
86968316
86969034
718
3.80E−74
79.49
94


*
DMR_1000
chr2
47071890
47072651
761
2.80E−26
59.06
54



DMR_101
chr19
12194498
12195811
1313
4.60E−74
52.53
165


*
DMR_102
chr5
141399596
141400261
665
6.50E−74
70.83
91


*
DMR_103
chr7
47052646
47053139
493
9.40E−74
71.29
79



DMR_104
chr1
6455459
6456143
684
1.80E−73
73.36
102



DMR_105
chr14
24310511
24311647
1136
2.60E−73
59.21
162



DMR_106
chr14
96592402
96593301
899
9.40E−73
72.89
102


*
DMR_107
chr5
141394417
141395515
1098
1.30E−72
57.95
110



DMR_108
chr1
6454650
6455084
434
2.10E−72
88.39
88



DMR_109
chr2
91441994
91443601
1607
3.80E−72
48.48
191


*
DMR_110
chr16
817208
817833
625
6.00E−72
63.53
117


*
DMR_111
chr19
2275695
2276478
783
1.50E−71
58.43
113



DMR_112
chr7
73769205
73769846
641
2.80E−71
67.65
105



DMR_113
chr13
20177206
20177572
366
9.70E−71
80.47
85



DMR_114
chr19
36421102
36421978
876
1.80E−70
60.45
147



DMR_115
chr7
153887852
153888508
656
1.80E−70
75.27
106



DMR_116
chr11
504189
504937
748
2.90E−70
89.27
83



DMR_117
chr15
90929733
90930742
1009
4.40E−70
81.74
89



DMR_118
chr5
180590133
180591631
1498
5.20E−70
48.17
224



DMR_119
chr15
100848993
100850180
1187
5.70E−70
74.89
103



DMR_121
chr5
176060830
176061389
559
6.50E−70
75.37
91


*
DMR_122
chr20
14226364
14226901
537
1.20E−69
80.04
82



DMR_123
chr1
71046416
71047179
763
1.90E−69
70.69
103



DMR_124
chr2
130427660
130428992
1332
2.70E−69
49.05
171



DMR_126
chr16
32085024
32086011
987
1.30E−68
72.39
98


*
DMR_127
chr7
64181634
64182257
623
1.40E−68
63.66
90


*
DMR_128
chr5
141361737
141362282
545
1.50E−68
70.71
100


*
DMR_129
chr16
28367833
28368613
780
1.60E−67
68.14
99



DMR_130
chr6
17015912
17016390
478
2.40E−67
78.38
78



DMR_131
chr20
46010585
46011650
1065
3.30E−67
72.7
93



DMR_132
chr12
7872673
7873370
697
1.10E−66
69.64
99



DMR_133
chr5
140632026
140633185
1159
1.30E−66
50.25
151



DMR_136
chr14
102922694
102923988
1294
4.10E−66
55.12
149



DMR_137
chr19
47456942
47457544
602
4.20E−66
58.87
129



DMR_138
chr10
42897760
42898834
1074
1.20E−65
69.98
104



DMR_140
chr10
80535745
80536460
715
1.90E−65
66.01
91



DMR_141
chr20
44115838
44116417
579
1.90E−65
79.6
77


*
DMR_142
chr19
51098580
51099305
725
2.20E−65
45.37
107


*
DMR_143
chr1
121117977
121118626
649
2.30E−65
82.16
82



DMR_145
chr11
47589966
47590201
235
2.60E−65
71.65
73



DMR_146
chr7
156607615
156608164
549
2.80E−65
84.91
79


*
DMR_147
chr10
61867420
61868069
649
3.40E−65
66.07
96



DMR_148
chr18
72541465
72543838
2373
3.40E−65
41.69
247



DMR_149
chr11
614555
615450
895
3.70E−65
56.88
113



DMR_150
chr3
50193312
50194472
1160
3.70E−65
60.4
127



DMR_151
chr10
29409325
29410341
1016
4.50E−65
74.25
92



DMR_152
chr2
47521168
47521700
532
5.30E−65
88.15
75



DMR_153
chr18
12911027
12911580
553
1.30E−64
69.37
94


*
DMR_154
chr3
75395857
75396477
620
2.60E−64
65.17
97


*
DMR_155
chr20
34475982
34476591
609
4.80E−64
84.61
71



DMR_156
chr5
33937621
33938115
494
6.00E−64
68.49
86



DMR_157
chr6
1601393
1602007
614
9.20E−64
66.98
88



DMR_158
chr9
25677165
25678888
1723
9.60E−64
45.26
191



DMR_159
chr14
44911991
44912514
523
1.80E−63
87.39
65



DMR_160
chr5
115962594
115963149
555
1.80E−63
77.14
88



DMR_161
chr12
124369224
124370295
1071
2.90E−63
71.57
96


*
DMR_162
chr5
141392455
141393356
901
3.00E−63
65.65
87



DMR_163
chr13
112330893
112331418
525
3.80E−63
73.14
89



DMR_164
chr8
95072934
95073582
648
4.20E−63
79.48
78


*
DMR_165
chr6
169961853
169962565
712
6.30E−63
60.05
118


*
DMR_167
chr6
110399465
110400284
819
1.10E−62
71.51
85



DMR_168
chr6
42727076
42727473
397
2.60E−62
78.21
78



DMR_169
chr8
66542190
66542798
608
3.20E−62
76.65
76



DMR_170
chr1
175599114
175599672
558
3.50E−62
71.93
84


*
DMR_171
chr7
76150123
76150808
685
3.70E−62
67.5
85



DMR_172
chr9
97307470
97308153
683
3.80E−62
80.71
74



DMR_173
chr8
43246597
43247293
696
5.40E−62
59.33
109


*
DMR_174
chr2
97724035
97724392
357
5.70E−62
70.86
79


*
DMR_175
chr1
45622529
45623522
993
6.70E−62
55.49
133


*
DMR_176
chr5
140835903
140836925
1022
8.00E−62
48.76
118



DMR_177
chr11
34438475
34439567
1092
1.70E−61
76.37
78


*
DMR_178
chr5
140787811
140788408
597
1.80E−61
49.2
128


*
DMR_179
chr12
63821720
63822267
547
2.40E−61
75.53
80



DMR_180
chr1
147077098
147078590
1492
2.60E−61
48.57
149


*
DMR_182
chr21
46161319
46161947
628
5.90E−61
61.52
74


*
DMR_183
chr5
140862619
140863334
715
8.10E−61
53.62
102



DMR_184
chr19
3404345
3405274
929
1.30E−60
78.22
82



DMR_185
chr5
141224803
141225732
929
1.60E−60
56.63
117



DMR_186
chr7
128240697
128241298
601
2.00E−60
69.46
88



DMR_187
chr6
27282872
27284088
1216
3.70E−60
63.47
103



DMR_190
chr2
120576671
120577260
589
6.10E−60
74.89
85



DMR_191
chr14
93231208
93232331
1123
1.10E−59
64.91
86



DMR_192
chr1
40132666
40133339
673
2.70E−59
70.37
88


*
DMR_193
chr2
25161002
25161766
764
3.00E−59
60.34
86



DMR_194
chr16
53372943
53373683
740
3.10E−59
72.99
86



DMR_195
chr19
2290614
2292171
1557
4.10E−59
47.38
210



DMR_196
chr4
1404919
1405506
587
6.20E−59
67.61
96



DMR_197
chr7
63900271
63901336
1065
8.40E−59
59.34
116


*
DMR_198
chr19
53992935
53993334
399
1.20E−58
65.9
78



DMR_199
chr8
8702421
8703148
727
1.20E−58
51.76
105



DMR_200
chrX
101291092
101291532
440
1.50E−58
54.7
111



DMR_201
chr8
48514400
48515351
951
1.80E−58
87.43
67



DMR_202
chr14
73591729
73592574
845
2.00E−58
47.87
173


*
DMR_203
chr11
75428083
75428910
827
2.40E−58
76.66
66


*
DMR_204
chr7
158996827
158997425
598
3.70E−58
61.46
102



DMR_205
chr1
143661084
143662512
1428
6.00E−58
61.71
108



DMR_206
chr19
22807208
22807806
598
8.70E−58
73.92
85



DMR_207
chr12
1907633
1908345
712
1.30E−57
70.64
85


*
DMR_208
chr11
396756
397535
779
1.40E−57
68.59
85



DMR_209
chr21
36069806
36070679
873
1.40E−57
48.57
117


*
DMR_210
chr6
3849699
3850403
704
1.70E−57
49.23
91



DMR_211
chr2
232386379
232387832
1453
2.10E−57
47.3
209



DMR_212
chr14
103102562
103103090
528
3.40E−57
66.78
87


*
DMR_213
chr5
140876281
140877101
820
4.10E−57
51.42
98



DMR_214
chr1
229431511
229433253
1742
4.40E−57
45.77
217



DMR_215
chr11
2166415
2167014
599
5.40E−57
68.51
95



DMR_217
chr3
13204113
13204712
599
6.40E−57
65.17
99



DMR_218
chr17
8199849
8200650
801
9.60E−57
80.97
69



DMR_219
chr18
12896886
12897154
268
1.10E−56
92.71
59


*
DMR_220
chr1
121116707
121117975
1268
1.30E−56
75.05
80



DMR_221
chr3
42264974
42265911
937
2.40E−56
71.2
86


*
DMR_222
chr5
140877115
140877371
256
4.10E−56
68.75
66



DMR_223
chr13
113129832
113130377
545
9.10E−56
61.46
85


*
DMR_224
chr5
140802516
140802825
309
1.10E−55
52.56
85



DMR_226
chr19
14473224
14473788
564
1.20E−55
86.03
58



DMR_227
chr8
144700058
144700495
437
1.40E−55
80.13
77



DMR_228
chr4
1402272
1403174
902
2.10E−55
58.66
114



DMR_229
chr20
45097916
45098375
459
3.60E−55
69.14
85


*
DMR_230
chr1
228158048
228158685
637
4.40E−55
50.25
107



DMR_231
chr10
43350690
43351177
487
5.50E−55
69.78
76



DMR_232
chr3
133746117
133746576
459
5.90E−55
70.79
81


*
DMR_233
chr5
141235852
141236420
568
6.90E−55
59.66
96



DMR_234
chr17
78040210
78041482
1272
7.00E−55
75.08
77


*
DMR_235
chr5
42924036
42924453
417
7.30E−55
47.39
74



DMR_236
chr6
16216253
16217006
753
7.90E−55
70.62
75


*
DMR_238
chr11
420275
420759
484
8.90E−55
68.03
72



DMR_239
chr7
289651
290909
1258
1.50E−54
53.98
151



DMR_240
chr1
244460827
244461592
765
2.40E−54
38.27
96



DMR_241
chr17
4899951
4900701
750
3.10E−54
58.7
97



DMR_242
chr21
37220114
37221705
1591
3.10E−54
49.74
185


*
DMR_243
chr16
1534498
1536296
1798
4.20E−54
51.54
128


*
DMR_244
chr11
6570888
6571363
475
5.20E−54
53.97
86


*
DMR_245
chr5
178165573
178165866
293
6.40E−54
85.51
62


*
DMR_246
chr19
36309259
36310115
856
7.90E−54
46.53
118



DMR_247
chr19
2252117
2252776
659
8.10E−54
70.31
85



DMR_249
chr7
35971406
35971796
390
9.20E−54
61.62
81



DMR_250
chr18
13136310
13137285
975
1.10E−53
56.1
118



DMR_252
chr11
62443995
62445738
1743
1.70E−53
66.2
86


*
DMR_253
chr9
96924791
96925345
554
1.80E−53
55.7
71


*
DMR_254
chr17
20896120
20896658
538
1.90E−53
56.32
68


*
DMR_255
chr18
79638272
79638865
593
2.40E−53
59.89
93



DMR_256
chr20
3660222
3661595
1373
2.90E−53
50.36
173



DMR_257
chr16
19114863
19115365
502
3.50E−53
73.23
76



DMR_259
chr2
26562368
26563463
1095
3.70E−53
53.96
141


*
DMR_260
chr6
112367152
112367499
347
4.00E−53
67.19
70



DMR_261
chr22
46081207
46082084
877
4.30E−53
79.6
68



DMR_262
chr3
48656738
48657169
431
5.80E−53
71.53
78


*
DMR_263
chr7
67364373
67364971
598
1.10E−52
45.27
104



DMR_264
chr20
60087403
60088030
627
1.40E−52
72.79
74


*
DMR_265
chr5
140672397
140672978
581
1.40E−52
70.23
61


*
DMR_266
chr7
50400052
50400636
584
1.40E−52
67.2
82



DMR_267
chr6
24357152
24358454
1302
2.20E−52
57.95
118



DMR_268
chr2
238163287
238164468
1181
2.30E−52
54.7
147



DMR_269
chr9
120894399
120895033
634
3.60E−52
60
102


*
DMR_270
chr2
237410882
237415032
4150
6.20E−52
54.42
157



DMR_271
chr9
96877416
96877701
285
6.40E−52
84.29
58



DMR_272
chr19
12513087
12514019
932
1.20E−51
71.15
74



DMR_273
chr2
232351015
232351326
311
2.10E−51
82.71
62



DMR_274
chr2
636398
636993
595
2.60E−51
56.86
92


*
DMR_275
chr8
22086563
22087012
449
3.40E−51
65.41
68



DMR_276
chr19
51948912
51949499
587
4.00E−51
66.89
74



DMR_277
chr14
77641633
77642337
704
6.80E−51
75.38
75


*
DMR_278
chr5
28927708
28928240
532
8.10E−51
61.07
84


*
DMR_279
chr13
48318653
48319176
523
9.00E−51
46.97
73


*
DMR_280
chr5
141303749
141304240
491
9.20E−51
59.68
71



DMR_281
chr13
43022908
43024412
1504
1.30E−50
50.01
121



DMR_282
chr3
13932789
13933333
544
1.30E−50
76.81
66



DMR_283
chr1
17149183
17149668
485
3.20E−50
78.83
57



DMR_284
chrX
100407437
100408006
569
3.20E−50
47.8
106



DMR_285
chr4
11368697
11369234
537
8.00E−50
64.86
64


*
DMR_286
chr4
131975273
131976230
957
1.20E−49
39.08
108


*
DMR_287
chr6
87122559
87123075
516
1.30E−49
58.5
96



DMR_288
chr1
143904645
143906096
1451
1.60E−49
58.41
82



DMR_289
chr8
141205450
141206453
1003
1.70E−49
54.61
119



DMR_290
chr18
15197652
15198310
658
2.20E−49
73.99
79


*
DMR_291
chr19
56840049
56840767
718
2.30E−49
63.81
80



DMR_292
chr5
141476980
141478541
1561
2.30E−49
52.89
136


*
DMR_293
chr2
230990553
230990906
353
3.70E−49
71.82
61


*
DMR_294
chr5
157690356
157690893
537
4.00E−49
64.89
60



DMR_295
chr21
29018553
29019561
1008
4.80E−49
39.45
92



DMR_296
chr11
62687896
62688272
376
5.20E−49
69.23
77



DMR_297
chr2
230827983
230828828
845
5.40E−49
61.36
96



DMR_298
chr17
5115761
5116721
960
7.80E−49
59.7
93


*
DMR_299
chr1
146393088
146394036
948
1.40E−48
61.57
84


*
DMR_300
chr9
35035980
35036738
758
1.40E−48
64.48
70


*
DMR_301
chr17
38840518
38841636
1118
2.20E−48
43.63
94


*
DMR_302
chr5
140850277
140850540
263
2.70E−48
61.18
59



DMR_303
chr9
136845215
136846003
788
2.70E−48
76.86
57



DMR_304
chr10
96089724
96090338
614
3.40E−48
76.79
66


*
DMR_305
chr20
44750048
44750659
611
4.20E−48
44.18
118



DMR_306
chr11
125886864
125887453
589
8.70E−48
80.36
61



DMR_307
chr5
1245802
1246430
628
1.00E−47
73.52
65



DMR_308
chr12
124517083
124518076
993
1.20E−47
68.31
84



DMR_309
chr11
85682410
85683081
671
1.30E−47
69.66
72


*
DMR_310
chr16
15144891
15146257
1366
1.40E−47
50.3
100


*
DMR_311
chr5
141351867
141352395
528
1.60E−47
60.73
80



DMR_312
chr19
55639989
55640520
531
1.90E−47
71.32
69



DMR_313
chr18
12911937
12912223
286
2.00E−47
67.44
64


*
DMR_314
chr2
131646566
131647323
757
2.00E−47
61.8
88



DMR_315
chr10
35607476
35608352
876
3.50E−47
78.98
60



DMR_316
chr3
194397374
194398794
1420
3.70E−47
48.88
135


*
DMR_317
chr14
104155263
104155929
666
4.60E−47
78.01
61



DMR_318
chr2
176066814
176069023
2209
5.80E−47
38.45
221



DMR_319
chr10
42242145
42242858
713
6.60E−47
57.95
92



DMR_320
chr16
19885236
19886231
995
7.50E−47
65.36
89


*
DMR_322
chr2
130229080
130229559
479
1.20E−46
52.21
89



DMR_323
chr19
10514184
10514895
711
1.50E−46
43.35
149



DMR_324
chr22
50546636
50547626
990
1.50E−46
61.02
94



DMR_325
chr3
129045831
129046214
383
1.80E−46
77.89
60


*
DMR_326
chr19
39891784
39892146
362
2.30E−46
54.59
81



DMR_327
chr10
89837217
89837885
668
2.80E−46
86.25
61



DMR_328
chr2
95526153
95527324
1171
3.60E−46
46.37
169


*
DMR_329
chr15
82298504
82298858
354
4.10E−46
76.91
57



DMR_330
chr1
157194799
157195344
545
4.90E−46
57.13
99


*
DMR_331
chr17
50781168
50781576
408
5.20E−46
58.97
76



DMR_332
chr19
17872266
17873199
933
6.00E−46
62.92
93



DMR_333
chr18
50298321
50298881
560
7.10E−46
71.33
64



DMR_334
chr16
1160093
1160869
776
7.90E−46
53.07
109



DMR_335
chr5
42949263
42950452
1189
7.90E−46
61.39
76


*
DMR_336
chr2
88284014
88284470
456
8.60E−46
63.22
77


*
DMR_337
chr5
141174430
141174953
523
9.20E−46
61.19
68


*
DMR_338
chr5
140842538
140842939
401
1.20E−45
58.41
62


*
DMR_339
chr4
54149468
54149760
292
1.30E−45
59.59
57


*
DMR_340
chrX
1466354
1466679
325
1.30E−45
87.43
54


*
DMR_341
chr8
143727743
143728163
420
1.40E−45
70.79
52



DMR_343
chr9
117744813
117745515
702
2.90E−45
55.17
96


*
DMR_344
chr21
39385615
39385952
337
3.20E−45
63.12
53



DMR_345
chr1
143643014
143643456
442
3.30E−45
74.99
67



DMR_346
chr17
74356688
74357435
747
4.00E−45
46.07
152



DMR_347
chr14
24316308
24316873
565
6.90E−45
58.52
94



DMR_348
chr11
280880
281298
418
1.00E−44
71.88
65



DMR_349
chr6
32095617
32096340
723
1.10E−44
49.64
92



DMR_350
chr1
182952748
182953055
307
1.30E−44
83.25
50



DMR_351
chr19
37855169
37855520
351
1.30E−44
82.07
55



DMR_352
chr4
55793461
55794287
826
1.40E−44
60.59
93



DMR_353
chr9
96719547
96720110
563
1.50E−44
73.89
65



DMR_354
chr22
20670771
20671419
648
2.60E−44
73.31
64


*
DMR_355
chr5
141236426
141237190
764
2.70E−44
66.49
65


*
DMR_356
chr1
148328866
148329783
917
2.80E−44
44.88
102


*
DMR_357
chr1
205849533
205850522
989
2.80E−44
55.48
75



DMR_358
chr15
90664973
90666051
1078
3.90E−44
47.45
152


*
DMR_359
chr5
141123659
141124222
563
3.90E−44
66.19
60



DMR_360
chr12
52789848
52790494
646
4.10E−44
63.42
76



DMR_361
chr1
44738213
44739091
878
4.20E−44
56.68
68


*
DMR_362
chr1
228158690
228159027
337
4.20E−44
67.74
56


*
DMR_363
chr16
33028208
33029285
1077
4.20E−44
52.49
102



DMR_364
chr19
23470897
23471550
653
4.60E−44
69.9
67



DMR_365
chr1
178486610
178487234
624
5.30E−44
78.49
57



DMR_366
chr20
25853583
25854223
640
6.00E−44
73.3
66



DMR_367
chr1
28774889
28775799
910
6.80E−44
65.49
82



DMR_368
chr8
124972900
124973848
948
7.10E−44
65.54
75



DMR_369
chr18
37274552
37275034
482
7.70E−44
82.77
60


*
DMR_370
chr9
41355744
41357023
1279
9.20E−44
69.07
77



DMR_371
chr17
62138038
62138707
669
1.10E−43
80.42
58


*
DMR_372
chr22
36563599
36564756
1157
1.20E−43
55.95
86


*
DMR_373
chr8
73285618
73285974
356
1.20E−43
63.94
60


*
DMR_374
chr2
96500447
96500887
440
1.30E−43
72.46
64



DMR_375
chr7
66043644
66044765
1121
1.60E−43
60.64
95


*
DMR_376
chr17
74919808
74920496
688
2.00E−43
42.33
115



DMR_377
chr2
233938835
233939457
622
2.50E−43
67.14
69



DMR_378
chr1
22953673
22953886
213
2.60E−43
83.86
54


*
DMR_380
chr17
19979174
19980541
1367
2.80E−43
53.51
69


*
DMR_381
chr9
137417237
137417891
654
3.40E−43
68.37
46



DMR_382
chr1
35120731
35121270
539
3.70E−43
75.36
58



DMR_383
chr11
281298
281668
370
4.40E−43
74.79
57



DMR_384
chr9
39809229
39810157
928
5.00E−43
41.61
103


*
DMR_385
chr18
80160136
80160414
278
6.90E−43
62.36
48


*
DMR_386
chr6
134115321
134115812
491
7.40E−43
65.72
62


*
DMR_387
chr19
22517609
22518041
432
7.60E−43
60.28
66


*
DMR_388
chr5
141188991
141189380
389
9.60E−43
64.41
64


*
DMR_389
chr5
141123308
141123604
296
1.10E−42
64.27
57



DMR_390
chr2
24402783
24403379
596
1.30E−42
70.3
63



DMR_391
chrX
15675450
15676803
1353
1.30E−42
28.52
97


*
DMR_392
chr12
80716861
80717337
476
1.80E−42
58.88
64


*
DMR_393
chr5
140787522
140787780
258
2.10E−42
53.34
66


*
DMR_394
chr11
129618086
129618408
322
2.30E−42
74.43
54


*
DMR_395
chr2
132256542
132257064
522
2.70E−42
78.14
59



DMR_396
chr6
44275737
44276083
346
2.80E−42
80.91
57



DMR_397
chr14
35825192
35825732
540
3.30E−42
67.89
57



DMR_398
chr19
38791266
38792507
1241
3.30E−42
59.21
97



DMR_399
chr4
183721667
183722430
763
3.50E−42
60.18
59


*
DMR_400
chr7
140435476
140435820
344
4.00E−42
52.85
73


*
DMR_401
chr7
55449184
55449579
395
4.40E−42
73.17
61



DMR_402
chr7
128271380
128271915
535
6.00E−42
75
61


*
DMR_404
chr6
89887497
89888065
568
6.70E−42
64.97
67



DMR_405
chr1
108660751
108661755
1004
6.90E−42
46.14
171



DMR_406
chr2
231483020
231484052
1032
7.70E−42
50.81
103



DMR_407
chr16
88938709
88940113
1404
7.80E−42
60.07
88



DMR_408
chr8
142700184
142700783
599
8.00E−42
41.2
96


*
DMR_409
chr11
78196165
78196621
456
8.10E−42
50.26
63



DMR_410
chr1
2207452
2208219
767
8.50E−42
73.96
63


*
DMR_411
chr16
1533946
1534483
537
8.50E−42
74.07
64



DMR_412
chr13
113109643
113110109
466
8.60E−42
72.23
65


*
DMR_413
chrX
2324971
2325816
845
9.70E−42
73.01
55



DMR_415
chr22
50603240
50604340
1100
1.20E−41
44.23
151


*
DMR_416
chr19
37059142
37059483
341
2.10E−41
55.67
65


*
DMR_417
chr18
61554250
61554637
387
2.50E−41
34.02
86



DMR_418
chr9
128192192
128193362
1170
2.70E−41
52.38
109


*
DMR_419
chr10
133446000
133446724
724
3.20E−41
50.09
69



DMR_420
chr5
141364008
141364937
929
3.40E−41
58.64
78



DMR_421
chr1
223393380
223393744
364
3.60E−41
68.48
64


*
DMR_422
chr16
71441540
71441981
441
3.60E−41
69.54
57



DMR_423
chr1
1290830
1291864
1034
3.80E−41
55.6
92


*
DMR_424
chr17
20784271
20784669
398
3.90E−41
67.87
63



DMR_425
chr15
34495584
34495918
334
4.80E−41
79.36
49



DMR_426
chr19
615950
616845
895
4.80E−41
65.26
72



DMR_427
chr20
45316292
45317015
723
4.90E−41
67.97
64



DMR_428
chr22
30921989
30922458
469
5.50E−41
63.52
64



DMR_429
chr3
40476957
40477921
964
6.20E−41
24.45
80



DMR_430
chr11
278668
279619
951
6.50E−41
65.07
80



DMR_431
chr13
113110109
113110894
785
7.30E−41
49.96
94



DMR_432
chr2
102186829
102187672
843
9.10E−41
55.52
96



DMR_433
chr9
131289880
131290838
958
1.00E−40
58.39
80



DMR_434
chr6
28259232
28259620
388
1.20E−40
68.66
63



DMR_435
chr14
105364152
105364616
464
1.30E−40
87.99
45


*
DMR_436
chr10
122149580
122150056
476
1.40E−40
74.3
50


*
DMR_437
chr16
87216864
87217337
473
1.50E−40
68.33
68



DMR_439
chr2
91589318
91589888
570
1.90E−40
46.59
103



DMR_440
chr5
54518934
54520265
1331
2.00E−40
57.29
97



DMR_441
chr4
385880
387129
1249
2.10E−40
55.06
100



DMR_442
chr7
153886098
153886995
897
2.40E−40
67.42
68


*
DMR_443
chr18
79863915
79864111
196
2.60E−40
63.65
46


*
DMR_444
chr10
50024783
50025171
388
2.90E−40
77.3
54



DMR_445
chr15
30224960
30226120
1160
3.10E−40
48.9
137



DMR_446
chr8
97277311
97278283
972
3.10E−40
46.86
152



DMR_447
chr12
43758309
43759667
1358
3.30E−40
46.08
138


*
DMR_448
chr14
100828008
100828287
279
3.30E−40
69.79
42



DMR_449
chr19
17393877
17394310
433
3.40E−40
68.98
62



DMR_450
chr14
64540729
64541012
283
3.80E−40
77.09
56



DMR_451
chr5
33938119
33939446
1327
3.80E−40
52.97
92


*
DMR_452
chr19
53554195
53554689
494
5.00E−40
76.99
42


*
DMR_453
chr4
1311131
1311739
608
5.20E−40
39.94
71



DMR_454
chr19
3097222
3098434
1212
5.40E−40
62.67
69


*
DMR_455
chr16
46844412
46844609
197
5.90E−40
71.65
52



DMR_456
chr6
37625005
37625860
855
6.40E−40
74.18
60


*
DMR_457
chr18
59969080
59969941
861
8.60E−40
64.53
61



DMR_458
chr3
46898409
46899026
617
1.20E−39
68.27
60



DMR_460
chr5
140800945
140801683
738
1.90E−39
62.79
70



DMR_461
chr1
143651717
143652738
1021
2.10E−39
49.95
103



DMR_462
chr19
11848762
11849369
607
2.20E−39
66.47
70



DMR_463
chr6
73523459
73523906
447
2.30E−39
49.63
77


*
DMR_464
chr19
19514315
19514696
381
2.90E−39
83.08
38



DMR_465
chr16
30474028
30474587
559
3.30E−39
69.44
62


*
DMR_466
chr8
53711918
53712805
887
3.30E−39
58.39
52



DMR_467
chr22
46073812
46074794
982
3.40E−39
63.41
63


*
DMR_469
chr5
140829169
140829542
373
3.80E−39
48.21
74



DMR_470
chr14
37610882
37611628
746
4.00E−39
51.82
91



DMR_471
chr6
101398726
101399861
1135
4.30E−39
48.08
106



DMR_472
chr19
47545268
47545645
377
4.50E−39
68.37
58


*
DMR_473
chr17
81498999
81499413
414
5.60E−39
53.18
62


*
DMR_474
chr13
20394444
20395014
570
6.10E−39
54.66
76


*
DMR_475
chr2
74436051
74436763
712
6.60E−39
52.29
65



DMR_476
chr9
83956133
83957207
1074
6.70E−39
48.78
124



DMR_477
chr7
63926230
63926716
486
7.20E−39
70.91
64



DMR_478
chr16
2967435
2967770
335
7.40E−39
64.43
66



DMR_479
chr6
73461627
73462135
508
7.40E−39
23.65
90


*
DMR_480
chr22
20424819
20425714
895
7.60E−39
42.62
111



DMR_481
chr10
122879518
122880174
656
8.00E−39
46.38
128


*
DMR_482
chr2
149320248
149320911
663
8.30E−39
50.5
77



DMR_483
chr16
6483019
6483383
364
9.90E−39
51.25
93



DMR_484
chr19
1325045
1325317
272
1.10E−38
82.88
51



DMR_485
chr17
62138707
62139190
483
1.40E−38
55.76
66



DMR_486
chr1
228276332
228276832
500
1.50E−38
60.52
75


*
DMR_487
chr15
78830813
78831337
524
1.60E−38
60.41
77



DMR_488
chr17
19579586
19580513
927
1.70E−38
52.61
114



DMR_489
chr2
110211678
110212853
1175
1.70E−38
51.26
89



DMR_490
chr1
201283778
201284304
526
1.90E−38
60.73
75


*
DMR_491
chr11
72012929
72014405
1476
1.90E−38
44.85
100


*
DMR_492
chr5
141371888
141372309
421
1.90E−38
60.13
64



DMR_493
chr11
61777257
61777894
637
2.00E−38
57.24
76



DMR_494
chr1
156245443
156246290
847
2.10E−38
51.37
126


*
DMR_495
chr19
13702559
13702738
179
3.30E−38
88.7
38



DMR_496
chr6
142088166
142088848
682
3.40E−38
55.57
85



DMR_497
chr17
4786024
4787088
1064
4.00E−38
59.7
75


*
DMR_498
chr3
48210582
48210896
314
5.10E−38
59.06
58


*
DMR_499
chr13
23945706
23946578
872
5.20E−38
42.95
71


*
DMR_500
chr7
2762614
2763578
964
5.20E−38
69.17
53


*
DMR_501
chr10
133465164
133465643
479
5.30E−38
49.83
91



DMR_502
chr19
50050157
50051428
1271
5.50E−38
51.09
110



DMR_504
chr22
18091644
18092607
963
6.20E−38
77.29
54



DMR_505
chr17
74357437
74357659
222
6.60E−38
69.71
56


*
DMR_506
chr3
112637972
112639929
1957
6.60E−38
58.73
90


*
DMR_507
chr1
2300712
2301539
827
7.10E−38
65.68
71



DMR_508
chr2
164955099
164955685
586
8.00E−38
73.67
55



DMR_509
chr3
49199209
49199823
614
8.30E−38
78.38
51



DMR_510
chr17
72640294
72640987
693
8.50E−38
64.13
62



DMR_511
chr5
137888941
137889756
815
9.20E−38
50.26
105



DMR_512
chr11
126414460
126416896
2436
1.10E−37
51.57
107



DMR_513
chr17
75077258
75078141
883
1.10E−37
50.39
125


*
DMR_514
chr6
29014917
29015208
291
1.10E−37
62.39
54



DMR_515
chr12
75207436
75208045
609
1.20E−37
46.5
135



DMR_516
chr22
16602522
16603290
768
1.30E−37
64.61
65



DMR_517
chr16
4375631
4378556
2925
1.70E−37
42.72
163



DMR_518
chr15
56732131
56733952
1821
1.80E−37
48.5
113



DMR_519
chr17
19724532
19724984
452
2.80E−37
71.07
59


*
DMR_520
chr14
103928275
103928461
186
3.40E−37
71.23
45


*
DMR_521
chr19
2634248
2635114
866
3.50E−37
57.83
71


*
DMR_522
chr5
140843132
140844451
1319
3.50E−37
44.06
95



DMR_523
chr19
48480190
48481432
1242
3.70E−37
46.4
143



DMR_524
chr2
74415060
74415469
409
3.80E−37
68.44
68


*
DMR_525
chr22
36323400
36325667
2267
3.80E−37
46.23
112



DMR_526
chr9
121700466
121701433
967
4.10E−37
55.14
76



DMR_527
chr8
144524504
144524692
188
4.70E−37
62.18
51



DMR_528
chr16
3028761
3029953
1192
5.60E−37
49.62
127



DMR_529
chr19
2249925
2250693
768
6.00E−37
62.07
66


*
DMR_530
chr9
39132934
39133261
327
6.10E−37
66.85
57



DMR_531
chr1
145486952
145487930
978
6.20E−37
51.23
92



DMR_532
chr1
2322586
2323013
427
6.80E−37
73.86
52


*
DMR_533
chr16
28747084
28747478
394
6.80E−37
78.96
48



DMR_534
chr1
143698344
143700189
1845
7.20E−37
48.53
100


*
DMR_535
chr19
6238699
6239704
1005
8.60E−37
63.44
71



DMR_536
chr20
56003842
56004362
520
9.40E−37
46.18
93


*
DMR_537
chr5
141373964
141374385
421
1.10E−36
62.64
61


*
DMR_538
chr19
35309476
35310096
620
1.30E−36
50.86
79



DMR_539
chr18
3411908
3412244
336
1.40E−36
71.36
53



DMR_540
chr22
41998555
41999090
535
1.40E−36
73.08
48


*
DMR_541
chr19
58367669
58368061
392
1.50E−36
53.12
55



DMR_542
chr10
133527569
133528094
525
1.70E−36
51.76
71



DMR_543
chr1
16758938
16759956
1018
1.80E−36
39.11
124



DMR_544
chr14
95714069
95714634
565
1.90E−36
60.39
73



DMR_545
chr19
50358474
50358722
248
2.20E−36
85.43
48



DMR_546
chr18
14450119
14450469
350
2.30E−36
65.88
66



DMR_547
chr4
14862839
14863263
424
2.30E−36
63.4
70


*
DMR_548
chr7
768376
769113
737
2.70E−36
50.59
70



DMR_551
chr3
142947357
142947701
344
3.50E−36
64.31
48


*
DMR_552
chr5
141241296
141241658
362
3.70E−36
60.12
69


*
DMR_553
chr5
141441862
141442121
259
3.70E−36
70.25
42



DMR_554
chr6
73451886
73452458
572
4.70E−36
29.37
96


*
DMR_555
chr19
5102981
5103659
678
5.00E−36
64.62
47


*
DMR_556
chr16
34161895
34162761
866
5.20E−36
40.63
93



DMR_557
chr6
149450744
149451757
1013
5.60E−36
44.56
157



DMR_558
chr17
34637765
34638036
271
5.80E−36
76
49



DMR_559
chr2
53859742
53860206
464
5.80E−36
57.21
81


*
DMR_560
chr3
139020661
139021080
419
6.80E−36
43.1
80


*
DMR_561
chr10
125773778
125774004
226
6.90E−36
67.02
42


*
DMR_562
chr19
12555431
12555723
292
6.90E−36
64.45
63



DMR_563
chr19
23203849
23204510
661
7.30E−36
62.07
67



DMR_564
chr16
3500131
3500401
270
9.30E−36
80.34
47



DMR_565
chr3
87088619
87089912
1293
9.90E−36
51.03
101



DMR_566
chr12
4911361
4911813
452
 l.00E−35
52.24
71


*
DMR_567
chr2
10006384
10006802
418
 l.00E−35
69.81
48



DMR_568
chr2
94735635
94735891
256
1.20E−35
67.15
61



DMR_569
chrX
13653068
13653470
402
1.20E−35
30.55
71



DMR_570
chr1
143904069
143904645
576
1.40E−35
84.16
45



DMR_571
chr11
1874320
1876526
2206
1.40E−35
48.92
113


*
DMR_572
chr15
65077123
65077598
475
1.60E−35
41.84
82



DMR_574
chr1
227786396
227787111
715
2.00E−35
59.08
69



DMR_575
chr20
19975077
19976333
1256
2.00E−35
57.21
79


*
DMR_576
chrS
141194287
141194743
456
2.00E−35
52.72
71


*
DMR_577
chr17
42040078
42040425
347
2.30E−35
67.2
51



DMR_578
chr12
65881723
65882806
1083
2.50E−35
66.6
59


*
DMR_579
chr10
79274306
79275615
1309
2.60E−35
51.93
88



DMR_580
chr16
20348516
20348806
290
2.70E−35
71.2
52



DMR_581
chr6
73309604
73310324
720
2.80E−35
45.07
117



DMR_582
chr18
50267861
50268572
711
2.90E−35
64.66
65



DMR_583
chr19
37251255
37252127
872
3.00E−35
60.09
67



DMR_584
chr7
5072003
5072800
797
3.00E−35
82.98
47



DMR_585
chr19
10513826
10514179
353
3.10E−35
63.28
58



DMR_586
chr1
207669312
207669933
621
3.30E−35
50.32
98



DMR_588
chr1
217924860
217925323
463
4.30E−35
56.17
70



DMR_589
chr6
57961158
57961724
566
6.00E−35
32.04
52



DMR_590
chr5
176596592
176597676
1084
6.70E−35
35.94
206



DMR_591
chr5
141382661
141383287
626
7.90E−35
61.92
66



DMR_592
chr10
79982758
79983835
1077
8.40E−35
66.14
58



DMR_593
chr12
52601169
52601481
312
9.20E−35
68.61
62


*
DMR_594
chr22
46089234
46090564
1330
9.40E−35
51.68
88



DMR_595
chr15
31483105
31483657
552
9.50E−35
57.44
83



DMR_596
chr8
38650740
38651182
442
9.80E−35
54.63
93



DMR_597
chr19
9497854
9498594
740
1.10E−34
54.9
73



DMR_598
chr19
48444049
48444828
779
1.10E−34
65.15
58



DMR_599
chr2
208406425
208407453
1028
1.10E−34
42.75
145


*
DMR_600
chr9
137416835
137417230
395
1.10E−34
41.18
52



DMR_601
chr19
40600152
40600794
642
1.20E−34
68.28
62



DMR_603
chr9
136844071
136844746
675
1.30E−34
35.33
151



DMR_604
chr2
226797423
226798365
942
1.40E−34
41.74
95


*
DMR_605
chr12
9450446
9450753
307
1.60E−34
47.59
42



DMR_606
chr1
157978735
157979294
559
1.70E−34
63.84
65



DMR_607
chr11
66567943
66568946
1003
1.80E−34
46.1
137



DMR_608
chr11
47590279
47590490
211
1.90E−34
61.6
55


*
DMR_609
chr19
6220170
6221277
1107
2.00E−34
54.89
79


*
DMR_610
chr3
128653319
128654249
930
2.00E−34
54.95
59


*
DMR_611
chr3
28200367
28200789
422
2.10E−34
47.99
68



DMR_612
chr4
15702722
15703377
655
2.20E−34
45.4
71



DMR_613
chr1
19273921
19274291
370
2.50E−34
68.52
56



DMR_614
chr4
1194307
1194998
691
2.50E−34
63.49
78


*
DMR_615
chr19
58217108
58217362
254
2.60E−34
61.66
46



DMR_616
chr19
56765174
56765719
545
2.80E−34
69.82
59



DMR_617
chr7
5397048
5397646
598
2.80E−34
65.75
51



DMR_618
chr2
114662309
114662639
330
2.90E−34
55.79
72


*
DMR_619
chr1
85615997
85616432
435
3.00E−34
55.54
51



DMR_620
chr5
79069774
79070407
633
3.00E−34
59.93
75



DMR_622
chr4
86903971
86904771
800
3.30E−34
66.4
70


*
DMR_623
chr8
143726883
143727361
478
3.40E−34
37.37
77


*
DMR_624
chr5
140877374
140877946
572
3.50E−34
52.65
55



DMR_625
chr10
42177515
42178135
620
3.60E−34
78.15
45


*
DMR_626
chr5
140802964
140803315
351
3.80E−34
51.29
60



DMR_627
chr17
8002877
8003427
550
3.90E−34
48.77
76


*
DMR_628
chr5
179632478
179633092
614
3.90E−34
38.8
55



DMR_629
chr20
59031680
59032296
616
4.10E−34
26.27
82



DMR_630
chr9
138147649
138148158
509
5.10E−34
57.52
73



DMR_631
chr19
57105992
57107080
1088
5.30E−34
48.65
101


*
DMR_632
chr7
72975942
72976274
332
6.00E−34
59.29
42


*
DMR_633
chr6
88047633
88048041
408
6.20E−34
46.14
76



DMR_634
chr22
19941143
19942188
1045
6.70E−34
57.6
60



DMR_635
chr5
140827875
140828430
555
6.70E−34
64.07
62


*
DMR_636
chr19
47097476
47098308
832
8.10E−34
61.12
64



DMR_637
chr2
3703101
3703946
845
8.10E−34
50.11
119



DMR_638
chr7
128270807
128271226
419
8.30E−34
69.71
54


*
DMR_639
chr2
26728106
26728392
286
9.30E−34
70.24
38



DMR_640
chr19
51887310
51888537
1227
9.70E−34
48.18
114



DMR_641
chr20
3673295
3673793
498
9.70E−34
54.36
58



DMR_642
chrX
53224838
53225282
444
9.80E−34
28.99
80


*
DMR_643
chr17
58487556
58488216
660
1.00E−33
50.83
75


*
DMR_644
chr5
140857451
140857860
409
 l.00E−33
53.6
55


*
DMR_645
chr10
30818866
30819919
1053
1.10E−33
63.66
56



DMR_646
chr17
18634673
18635401
728
1.10E−33
45.49
118


*
DMR_647
chr19
612957
613305
348
1.10E−33
42.5
55



DMR_648
chr11
128824189
128824481
292
1.20E−33
76.87
49



DMR_650
chr19
36009212
36009822
610
1.40E−33
47.88
92


*
DMR_651
chr5
141215469
141215960
491
1.40E−33
50.66
77



DMR_652
chr19
9283438
9283981
543
1.50E−33
58.94
72



DMR_653
chr9
136364154
136364476
322
1.70E−33
66.8
54


*
DMR_654
chr7
48847924
48848214
290
1.80E−33
55.19
63



DMR_655
chr1
6455087
6455459
372
2.20E−33
53.81
91



DMR_656
chr2
131829705
131830287
582
2.40E−33
39.69
129



DMR_657
chr2
120912146
120912968
822
2.50E−33
73.91
49



DMR_658
chr5
141402709
141403253
544
2.70E−33
65.1
57



DMR_659
chr18
14999280
14999545
265
2.90E−33
64.28
52


*
DMR_661
chrX
100406925
100407350
425
3.10E−33
45.36
68


*
DMR_662
chr11
1868254
1870222
1968
3.20E−33
49.35
114


*
DMR_663
chr18
80160414
80160610
196
3.40E−33
51.45
48



DMR_664
chr2
224442576
224442991
415
3.40E−33
73.41
52



DMR_665
chr10
38093820
38094382
562
3.80E−33
42.42
66



DMR_666
chr11
88508600
88509488
888
3.80E−33
42.89
149



DMR_667
chr18
79507376
79507840
464
4.00E−33
78.84
49



DMR_668
chr20
20003029
20004364
1335
4.50E−33
61.65
57



DMR_669
chr6
17580243
17580950
707
4.60E−33
64.68
56



DMR_670
chr19
19110111
19111097
986
4.80E−33
44.44
127


*
DMR_671
chr11
3231922
3232931
1009
4.90E−33
45.53
98



DMR_672
chr1
152515218
152515874
656
5.00E−33
55.39
74


*
DMR_673
chr12
6132469
6132840
371
5.30E−33
46.99
48



DMR_674
chr19
22009906
22010965
1059
5.60E−33
53.18
81


*
DMR_675
chr4
26804488
26805118
630
6.20E−33
37.51
64


*
DMR_676
chr2
236214372
236214535
163
7.20E−33
78.15
41


*
DMR_678
chr3
120306597
120306874
277
7.60E−33
62.72
45



DMR_679
chr5
8457028
8458397
1369
7.80E−33
37.36
139



DMR_680
chr6
28090906
28091431
525
9.00E−33
70.08
55



DMR_681
chr12
101209533
101210359
826
9.10E−33
40.48
146



DMR_683
chr6
158516147
158516525
378
9.70E−33
58.66
68


*
DMR_684
chr11
2909595
2909883
288
1.00E−32
76.63
43


*
DMR_685
chr7
152366749
152367241
492
1.00E−32
60.24
48


*
DMR_686
chr11
128451345
128452198
853
1.10E−32
60.2
72



DMR_687
chr5
191357
191885
528
1.10E−32
70.52
56



DMR_688
chr6
170023190
170023595
405
1.10E−32
71.11
47



DMR_689
chr14
103126680
103127460
780
1.20E−32
50.9
101



DMR_690
chr19
22532253
22533234
981
1.60E−32
56.08
72



DMR_691
chr19
36797050
36797791
741
1.80E−32
45.75
117


*
DMR_692
chr2
130036887
130037419
532
1.80E−32
42.34
74


*
DMR_693
chr7
4265015
4265430
415
1.90E−32
47.24
70



DMR_694
chr1
203075628
203075983
355
2.00E−32
69.21
49



DMR_695
chr19
22427768
22428282
514
2.00E−32
61.62
59



DMR_697
chr20
45970522
45971513
991
3.20E−32
71.74
54


*
DMR_698
chr16
88405499
88406694
1195
3.90E−32
65.98
58



DMR_700
chr22
46080441
46080918
477
5.00E−32
80.74
39



DMR_701
chr11
1871079
1873829
2750
5.10E−32
46.23
111



DMR_702
chr2
94857833
94858511
678
5.10E−32
60.02
67


*
DMR_703
chr6
116564997
116565523
526
5.10E−32
63.73
52



DMR_705
chr3
39502023
39502690
667
6.20E−32
58.04
57



DMR_706
chr7
66505989
66506679
690
7.20E−32
70.66
43


*
DMR_707
chr11
60852872
60853137
265
7.30E−32
51.98
43



DMR_708
chr9
136846447
136846818
371
7.60E−32
29.43
96



DMR_709
chr19
38770344
38771169
825
8.20E−32
59.74
57



DMR_710
chr3
42905770
42906871
1101
9.80E−32
44.37
121



DMR_711
chr16
28623453
28623665
212
1.10E−31
83.09
43



DMR_713
chr4
3041143
3041784
641
1.10E−31
50.37
78



DMR_714
chr6
167796478
167796839
361
1.10E−31
79.71
44



DMR_715
chr10
52778039
52779169
1130
1.20E−31
47.53
86


*
DMR_716
chr19
53554703
53555186
483
1.20E−31
66.69
42



DMR_718
chr19
45385349
45386784
1435
1.30E−31
52.25
89


*
DMR_719
chr9
32955593
32956065
472
1.30E−31
57.29
45


*
DMR_720
chr9
38526669
38526937
268
1.30E−31
65.28
51



DMR_721
chr9
122225835
122226346
511
1.40E−31
44.41
100



DMR_722
chr16
2785483
2785734
251
1.50E−31
69.05
53



DMR_724
chr6
117547876
117548367
491
1.50E−31
59.4
66


*
DMR_725
chr2
1652746
1653972
1226
1.60E−31
69.73
51



DMR_726
chr22
38081772
38082875
1103
1.60E−31
50.38
87


*
DMR_728
chr11
18455482
18456263
781
1.90E−31
42.63
63



DMR_729
chr9
120842525
120843331
806
1.90E−31
47.05
110



DMR_731
chr19
58439640
58440634
994
2.50E−31
37.75
97



DMR_732
chr3
125958251
125958732
481
2.70E−31
53.61
84


*
DMR_733
chr17
78997800
78999007
1207
2.80E−31
51.97
71



DMR_734
chr19
47003891
47004435
544
2.80E−31
77.98
45



DMR_735
chr20
62433626
62434649
1023
3.00E−31
52.92
75



DMR_736
chr1
179591555
179592070
515
3.40E−31
59.26
69



DMR_737
chr22
45889614
45890093
479
3.80E−31
66.37
53



DMR_738
chr10
75043674
75044070
396
4.60E−31
53.3
63


*
DMR_739
chr5
141393356
141394390
1034
5.20E−31
50.34
59


*
DMR_741
chrX
21656188
21656948
760
5.40E−31
48.61
58



DMR_743
chr3
130747382
130748035
653
5.80E−31
74.58
45


*
DMR_744
chr22
46090928
46092315
1387
5.90E−31
47
67



DMR_745
chr19
39407846
39408747
901
6.00E−31
56.94
78


*
DMR_746
chr11
118971669
118971913
244
6.50E−31
69.73
42


*
DMR_747
chr11
77137930
77138547
617
6.90E−31
73.41
44



DMR_748
chr17
45144199
45145020
821
7.00E−31
55.3
83



DMR_749
chr10
89251457
89252107
650
7.40E−31
16.71
97



DMR_750
chr19
14474055
14474267
212
7.80E−31
73.29
41



DMR_751
chr2
55282210
55282584
374
8.10E−31
26.61
86



DMR_752
chr7
155257227
155258109
882
8.20E−31
63.82
56


*
DMR_753
chr8
22275279
22275556
277
8.40E−31
55.14
43


*
DMR_754
chr7
767520
768037
517
8.60E−31
51.04
45


*
DMR_755
chr6
85114071
85114594
523
9.10E−31
72.17
42



DMR_756
chr10
64041475
64041938
463
9.40E−31
60.6
58


*
DMR_757
chr19
46022712
46023393
681
9.50E−31
70.46
51



DMR_758
chr21
45454989
45456205
1216
9.60E−31
56.52
84



DMR_759
chr14
69571535
69572001
466
9.80E−31
50.27
82



DMR_760
chr2
74414444
74415060
616
1.00E−30
57.56
71


*
DMR_761
chr13
22696580
22696773
193
1.10E−30
52.04
53



DMR_762
chr14
64541013
64541523
510
1.10E−30
53.1
53



DMR_763
chr4
52750837
52751716
879
1.10E−30
44.55
128


*
DMR_764
chr5
141427535
141427862
327
1.20E−30
58.24
46


*
DMR_766
chr5
141247426
141247666
240
1.50E−30
57.87
45


*
DMR_767
chr8
23070815
23071438
623
1.50E−30
59.51
52



DMR_768
chr3
8767850
8768535
685
1.60E−30
49.99
100


*
DMR_769
chr19
13070271
13070958
687
1.70E−30
41.83
67


*
DMR_770
chr13
46438018
46438305
287
1.80E−30
53.99
53


*
DMR_771
chr9
41953037
41953508
471
1.80E−30
46.04
90



DMR_772
chr19
55433145
55433716
571
1.90E−30
60.07
69



DMR_773
chr13
24328322
24328515
193
2.30E−30
77.61
43



DMR_775
chr6
31728149
31728953
804
2.90E−30
49.02
78



DMR_776
chr21
42685011
42685657
646
3.00E−30
46.01
76


*
DMR_777
chr5
140871150
140871332
182
3.00E−30
69.58
40


*
DMR_778
chr9
136361085
136361499
414
3.00E−30
61.92
48


*
DMR_779
chr2
117859422
117859888
466
3.10E−30
41.74
52


*
DMR_781
chr2
237886098
237887064
966
3.20E−30
44.19
78


*
DMR_782
chr14
64601560
64602081
521
3.30E−30
72.7
37



DMR_783
chr19
50458535
50459064
529
3.60E−30
60.47
58


*
DMR_784
chr1
211479026
211479386
360
3.70E−30
58.33
58


*
DMR_785
chr9
137368473
137369243
770
4.20E−30
57.63
56



DMR_786
chr13
20141974
20142290
316
4.70E−30
75.97
40


*
DMR_787
chr1
161079583
161079947
364
5.00E−30
52.32
63


*
DMR_788
chr21
29076541
29078047
1506
5.00E−30
42.15
115


*
DMR_789
chr5
140883436
140883642
206
5.00E−30
62.17
41


*
DMR_790
chr10
47565733
47565996
263
5.50E−30
46.26
48



DMR_791
chr1
23902604
23903403
799
5.60E−30
49.13
101


*
DMR_792
chr19
18849601
18851295
1694
6.60E−30
44.71
88



DMR_793
chr2
106065281
106065944
663
6.60E−30
47.37
110


*
DMR_794
chr11
73957025
73957987
962
6.70E−30
56.9
61



DMR_795
chr9
134441956
134442947
991
6.90E−30
61.38
60


*
DMR_796
chr14
103711458
103712817
1359
7.10E−30
53.2
70


*
DMR_797
chr5
140796641
140796956
315
7.40E−30
42.62
50



DMR_798
chr19
1041818
1042412
594
7.90E−30
54.17
70



DMR_799
chr3
146251415
146251941
526
7.90E−30
75.33
47



DMR_800
chr17
35373971
35374941
970
8.40E−30
29.2
92



DMR_801
chr9
42851510
42851921
411
8.40E−30
63.77
51


*
DMR_802
chr1
10639435
10639778
343
9.30E−30
58.79
49


*
DMR_803
chr2
240596331
240597065
734
9.30E−30
40.29
62



DMR_804
chr7
23205942
23206337
395
9.50E−30
62.57
57


*
DMR_805
chr17
72342458
72343604
1146
1.00E−29
57.17
57



DMR_806
chr5
42952924
42953522
598
1.10E−29
58.32
53



DMR_807
chr16
1770167
1770729
562
1.20E−29
53.55
70


*
DMR_808
chr19
1009251
1009517
266
1.20E−29
61.05
37


*
DMR_809
chr2
23617383
23618348
965
1.20E−29
64.83
46



DMR_810
chr19
2494816
2495337
521
1.40E−29
46.3
65


*
DMR_811
chr2
161340866
161341348
482
1.40E−29
61.94
36


*
DMR_812
chr6
18019769
18020142
373
1.40E−29
53.87
53



DMR_813
chr16
3950290
3950968
678
1.60E−29
66.7
54


*
DMR_814
chr7
1076179
1077088
909
1.60E−29
60.54
58



DMR_815
chr8
144713826
144714111
285
1.70E−29
56.66
59



DMR_816
chr11
49208239
49208485
246
1.80E−29
79.73
43



DMR_817
chr17
75036075
75037050
975
1.80E−29
63.58
57



DMR_818
chr1
1237104
1238157
1053
2.00E−29
54.31
76



DMR_819
chr7
963863
964900
1037
2.00E−29
65.71
59



DMR_820
chr19
56643332
56643646
314
2.20E−29
71
47



DMR_821
chr1
1238542
1239834
1292
2.40E−29
43.32
91


*
DMR_822
chr10
58326922
58327537
615
2.40E−29
59.57
63


*
DMR_823
chr1
146486599
146487661
1062
2.50E−29
44.07
110



DMR_824
chr15
99507284
99508522
1238
2.70E−29
54.96
62


*
DMR_825
chr8
140100478
140100705
227
2.80E−29
60.14
36



DMR_826
chr2
130692395
130693488
1093
2.90E−29
50.02
74



DMR_827
chr9
137278779
137278935
156
2.90E−29
71.14
38


*
DMR_828
chr7
100381626
100382092
466
3.20E−29
47.18
51



DMR_830
chr2
112431935
112432705
770
3.40E−29
79.54
38



DMR_831
chr5
173232953
173233483
530
3.40E−29
38.37
85



DMR_833
chr1
153789421
153791059
1638
3.60E−29
55.87
84


*
DMR_834
chr16
33059212
33059742
530
3.60E−29
61.89
46



DMR_835
chr2
156320268
156321985
1717
3.70E−29
43.25
128


*
DMR_836
chr14
100826239
100826630
391
4.00E−29
63.37
37



DMR_838
chr17
81536606
81536988
382
4.20E−29
72.23
48


*
DMR_839
chr11
14259047
14259661
614
4.40E−29
37.43
71


*
DMR_840
chr2
132257210
132257606
396
4.60E−29
82.41
42



DMR_841
chr10
92592104
92592633
529
4.70E−29
62.74
46



DMR_842
chr19
1154628
1155728
1100
4.70E−29
61.84
61



DMR_843
chr3
131026450
131027049
599
4.70E−29
18.9
93



DMR_844
chr6
28734044
28734685
641
5.00E−29
59.04
57



DMR_845
chrX
15674173
15675208
1035
5.30E−29
26.27
68


*
DMR_846
chr5
141241659
141242044
385
5.40E−29
55.08
63



DMR_847
chr2
174729790
174730742
952
5.50E−29
46.96
105


*
DMR_848
chr7
64037260
64037808
548
5.60E−29
60.78
57


*
DMR_849
chr14
20723387
20723701
314
6.50E−29
71.43
46



DMR_850
chr19
46078912
46079186
274
6.50E−29
55.69
67


*
DMR_851
chr19
37403407
37403762
355
6.60E−29
47.91
50


*
DMR_852
chr16
50673590
50673838
248
7.00E−29
66.15
42


*
DMR_853
chr10
103668126
103669232
1106
7.20E−29
59.44
62


*
DMR_854
chr5
141428145
141429155
1010
7.20E−29
43.4
63



DMR_857
chr12
98745522
98746399
877
7.70E−29
47.83
112



DMR_858
chr17
47778248
47778682
434
7.70E−29
60.38
60


*
DMR_859
chr10
27413463
27413721
258
8.00E−29
56.36
46



DMR_860
chr6
81749042
81751474
2432
8.10E−29
57.87
58



DMR_861
chr7
63925527
63926187
660
8.40E−29
57.87
60


*
DMR_862
chr16
2126438
2127200
762
8.50E−29
57.32
58



DMR_863
chr11
65453984
65455063
1079
8.60E−29
57.34
73



DMR_864
chr17
4901675
4902464
789
8.60E−29
44.04
69



DMR_865
chr19
1456571
1457002
431
9.10E−29
68.99
43


*
DMR_866
chr16
34158859
34158990
131
9.20E−29
56.5
39



DMR_867
chr12
125861377
125861939
562
9.90E−29
50.49
71



DMR_869
chr12
116318122
116319603
1481
1.10E−28
39.59
97



DMR_871
chr16
4680054
4681317
1263
1.20E−28
46.97
70



DMR_872
chr21
41426011
41426332
321
1.20E−28
28.02
67



DMR_875
chr7
23247125
23248231
1106
1.50E−28
49.75
73


*
DMR_876
chr16
3294890
3295238
348
1.70E−28
57.1
43



DMR_877
chr3
194487357
194487870
513
1.80E−28
42.97
89


*
DMR_878
chr22
47154347
47155326
979
2.00E−28
58.65
69


*
DMR_879
chr16
81486482
81487885
1403
2.10E−28
54.7
62



DMR_880
chr9
134403605
134404753
1148
2.10E−28
59.64
62


*
DMR_881
chr2
74130499
74130886
387
2.20E−28
60.24
52



DMR_882
chr20
33719984
33720597
613
2.20E−28
47.04
85



DMR_883
chr19
9362914
9363453
539
2.40E−28
66.41
55


*
DMR_884
chr19
49701199
49701745
546
2.70E−28
51.68
59


*
DMR_885
chr19
18306473
18307607
1134
3.00E−28
37.68
78



DMR_887
chr2
240519382
240520689
1307
3.50E−28
45.77
110



DMR_888
chr9
6715824
6716231
407
3.50E−28
51.22
72



DMR_889
chr19
2272060
2273486
1426
3.80E−28
40.2
100


*
DMR_890
chr11
85934622
85935067
445
4.20E−28
66.15
43



DMR_891
chr13
25300911
25301139
228
4.30E−28
81.14
35



DMR_892
chr15
70473626
70475047
1421
4.50E−28
51.86
81



DMR_893
chr17
15749563
15749824
261
4.60E−28
74.59
37



DMR_894
chr19
13298665
13299045
380
4.70E−28
64.7
46


*
DMR_895
chr5
140884246
140884569
323
4.70E−28
49.26
49



DMR_896
chr16
51134551
51135240
689
4.80E−28
54.59
76



DMR_897
chr16
2966808
2967399
591
4.90E−28
46.47
90



DMR_898
chr20
663825
664697
872
4.90E−28
48.2
99


*
DMR_899
chr18
79616635
79617078
443
5.10E−28
50.86
57


*
DMR_900
chr10
14508100
14509380
1280
5.40E−28
56.96
61



DMR_901
chr2
127681110
127681825
715
5.50E−28
61.02
62


*
DMR_902
chr3
139020337
139020652
315
5.50E−28
45.19
50



DMR_903
chr19
14209375
14209881
506
6.10E−28
28.32
89



DMR_904
chr22
50548384
50549019
635
6.10E−28
81.12
43



DMR_906
chr22
46066497
46067821
1324
6.30E−28
74.45
49


*
DMR_907
chr11
18209073
18209378
305
6.80E−28
71.83
44


*
DMR_908
chr21
43757639
43758565
926
7.10E−28
50.41
67


*
DMR_909
chr19
474274
475050
776
7.20E−28
42.02
88



DMR_910
chr10
38402046
38402763
717
7.70E−28
41.95
92


*
DMR_911
chr12
100716089
100716506
417
8.20E−28
50.96
61


*
DMR_912
chr13
100975555
100976014
459
8.40E−28
53.46
42



DMR_913
chr7
2717353
2717980
627
8.70E−28
56.9
60



DMR_914
chr11
120169718
120170224
506
9.20E−28
62.73
50


*
DMR_915
chr10
103473263
103473698
435
9.70E−28
49.58
65


*
DMR_916
chr16
4319327
4320640
1313
1.00E−27
52.16
76



DMR_917
chr2
207930661
207931135
474
1.00E−27
48.73
59



DMR_918
chr5
141338922
141339688
766
1.00E−27
47.11
76



DMR_919
chr7
100745135
100745563
428
1.00E−27
73.79
41



DMR_920
chr19
15010828
15011331
503
1.10E−27
42.81
130



DMR_921
chr4
1404069
1404490
421
1.10E−27
64.95
56



DMR_922
chr2
130252573
130253165
592
1.20E−27
57.87
58



DMR_923
chrX
103220676
103221342
666
1.30E−27
44.61
62



DMR_924
chr18
9138078
9139413
1335
1.40E−27
65.15
55



DMR_925
chr9
94332304
94332916
612
1.40E−27
65.79
50



DMR_926
chr1
152189260
152189474
214
1.60E−27
72.62
46


*
DMR_927
chr15
85749040
85750862
1822
1.60E−27
52.66
81


*
DMR_928
chr9
91159851
91160324
473
1.60E−27
67.68
43


*
DMR_929
chr1
40303358
40304260
902
1.70E−27
49.14
82


*
DMR_931
chr17
81277454
81278317
863
1.90E−27
39.66
55



DMR_933
chr8
144713126
144713496
370
1.90E−27
63.34
54


*
DMR_935
chr19
13001621
13002061
440
2.10E−27
68.42
47



DMR_936
chr11
47214157
47214725
568
2.30E−27
76.84
40



DMR_937
chr3
138960188
138960983
795
2.30E−27
45.88
79


*
DMR_938
chr5
37208979
37209346
367
2.30E−27
55.09
35


*
DMR_939
chr7
74195216
74196541
1325
2.40E−27
51.15
64



DMR_940
chr15
34495198
34495465
267
2.60E−27
71.4
43


*
DMR_941
chr16
67654431
67655042
611
2.60E−27
49.98
53



DMR_942
chr2
197786185
197786361
176
2.90E−27
76.95
45



DMR_943
chr17
58519209
58519773
564
3.10E−27
59.57
55



DMR_945
chr17
4785219
4785455
236
3.50E−27
82.53
33


*
DMR_946
chr5
141366182
141366539
357
3.50E−27
64.79
44


*
DMR_947
chr19
5893850
5895045
1195
3.60E−27
53.13
62



DMR_948
chr1
180953644
180954310
666
3.70E−27
76.97
43



DMR_949
chr7
44064388
44065836
1448
3.70E−27
46
96



DMR_950
chr17
4900803
4901131
328
3.80E−27
58.12
52



DMR_951
chr16
88639543
88640039
496
3.90E−27
64.19
49


*
DMR_952
chr19
54434558
54435578
1020
3.90E−27
59.99
53



DMR_953
chr19
10514896
10515070
174
4.00E−27
65.73
48



DMR_954
chr11
503162
504160
998
4.10E−27
66.33
54


*
DMR_955
chr16
16150292
16150781
489
4.70E−27
70.26
46



DMR_957
chr2
23663312
23663702
390
4.90E−27
73.48
42


*
DMR_959
chr7
57404636
57405071
435
4.90E−27
50.29
63


*
DMR_960
chr16
22424007
22425786
1779
5.20E−27
49.52
95



DMR_961
chr9
62532273
62533389
1116
5.30E−27
34.49
66



DMR_962
chr1
54781388
54781708
320
5.40E−27
41.3
71


*
DMR_963
chr1
2503648
2504478
830
5.50E−27
54.58
61



DMR_964
chr15
77893695
77894831
1136
5.60E−27
50.05
72



DMR_965
chr9
62897540
62898610
1070
5.70E−27
33.04
97



DMR_966
chr11
72078642
72079690
1048
6.00E−27
55.49
61



DMR_967
chr22
46083656
46084675
1019
6.00E−27
50.64
59



DMR_969
chr11
77588647
77589194
547
6.80E−27
58.08
48



DMR_970
chr6
168101223
168101754
531
6.80E−27
75.66
41


*
DMR_971
chr16
34802717
34803354
637
7.40E−27
44.27
49



DMR_973
chr3
9600784
9601063
279
9.00E−27
69.95
42



DMR_974
chr18
12912228
12912549
321
9.20E−27
50.77
46



DMR_975
chr9
136345158
136345749
591
9.40E−27
68.62
46


*
DMR_976
chr10
1363251
1363487
236
1.00E−26
60.63
38



DMR_977
chr19
56660613
56661040
427
1.00E−26
63.35
43



DMR_978
chr7
38311319
38311553
234
1.00E−26
80.67
34



DMR_979
chr2
10091277
10091877
600
1.20E−26
48.4
91



DMR_980
chr2
91839916
91840363
447
1.20E−26
74.13
43



DMR_981
chr4
1035426
1036169
743
1.20E−26
54.6
64


*
DMR_983
chr19
6233070
6234290
1220
1.30E−26
47.1
73



DMR_984
chr22
39685915
39686067
152
1.30E−26
86.83
31


*
DMR_985
chr16
3413769
3414376
607
1.40E−26
51.93
56



DMR_986
chr19
38386787
38387393
606
1.50E−26
42.08
97



DMR_987
chr2
190627873
190628466
593
1.50E−26
74.23
40


*
DMR_988
chr5
141193877
141194285
408
1.50E−26
71.15
37



DMR_989
chrX
71492371
71492478
107
1.50E−26
76.79
33


*
DMR_991
chr8
37747765
37748396
631
1.60E−26
54.43
38


*
DMR_992
chr17
20902447
20902859
412
1.70E−26
70.07
39


*
DMR_993
chr17
886039
886757
718
2.00E−26
67.34
41


*
DMR_994
chr6
29015212
29015558
346
2.00E−26
42.97
51



DMR_995
chr11
22432133
22433254
1121
2.20E−26
60.84
53



DMR_996
chr9
127938096
127939084
988
2.20E−26
53.38
74


*
DMR_997
chr9
35792342
35793603
1261
2.70E−26
38
85



DMR_998
chr1
161605885
161606620
735
2.80E−26
49.34
72


*
DMR_999
chr17
81121832
81122362
530
2.80E−26
51.88
72









Table I shows regions of the genome differentially-methylated in embryonic (pre-fetal) cells and cancers compared to their normal fetal of adult counterparts. Positions identified are from the Hg38 version of the human genome.


Methylation specific PCR (MSP) is the most commonly used method for detecting methylated or unmethylated DNA. MSP involves the step of bisulfite conversion. Sodium bisulfite is used to deaminate cytosine to uracil while leaving 5-methyl-cytosine intact. Methylation-specific PCR uses PCR primers targeting the bisulfite induced sequence changes to specifically amplify either methylated or unmethylated alleles. Bisulfite conversion destroys about 95% of the DNA. Since DNA concentrations are typically very low in the serum or plasma, a 95% reduction in DNA results in a detection rate of less than 50%.


Alternative methods use restriction enzymes that digest specifically either the methylated or unmethylated DNA. Enzymes that cut specifically methylated DNA are rare. However, enzymes that cut specifically unmethylated DNA are more readily available. Detection methods then establish whether digestion has occurred or not, and thus depending on the specificity of the enzyme used, allows detection of whether the underlying DNA was methylated or unmethylated and thus associated with cancer or not.


Methylation-sensitive enzyme digestion has been previously proposed. For example, Silva et al, British Journal of Cancer, 80:1262-1264, 1999 conducted methylation-sensitive enzyme digestion followed by PCR.


The present invention provides improved methods of methylation-sensitive detection of ctDNA utilizing novel differentially-methylated genes associated with the embryonic-fetal transition (EFT) and hence the embryo-onco phenotype thereby improving cancer diagnostic performance.


The method involves the use of a methylation-sensitive restriction enzyme to digest DNA sequences. DNA sequences of interest are selected which contain at least two restriction sites which may or may not be methylated. The method is preferably carried out with methylation-sensitive restriction enzymes which preferentially cleave unmethylated sequences compared to methylated sequences. Methylated sequences remain undigested and are detected. Digestion of unmethylated sequences at least one of the methylation-sensitive restriction enzyme sites results in the target sequence not being detected or amplifiable. Thus a methylated sequence can be distinguished from an unmethylated sequence. In one embodiment of the invention, the quantity of uncut target sequence detected in a biological sample, e.g. plasma or serum of cancer patients is higher than that demonstrated in a biological sample of the same type of healthy or cancer-free individuals since the target sequences are more highly methylated in cancer patients than healthy individuals.


In the alternative, restriction enzymes which cut methylated DNA can be used. Unmethylated DNA sequences are not digested and can be detected. In another embodiment of this invention, lower quantifies of the uncut DNA sequence are detected in a biological sample, e.g. plasma, or serum of cancer patients when compared with that demonstrated in a biological sample of the same type in cancer-free individuals.


In a preferred embodiment according to the present invention, the target sequence is detected by amplification by PCR. Real-time quantitative PCR can be used. Primer sequences are selected such that at least two methylation-sensitive restriction enzyme sites are present in the sequence to be amplified using such primers. The methods in accordance with the present invention do not use sodium bisulfate. Amplification by a suitable method, such as PCR, is used to detect uncut target sequence, and thus to identify the presence of methylated DNA which has not been cut by restriction enzymes.


In accordance with the present invention, any suitable methylation-sensitive restriction enzyme can be used. Examples of methylation-sensitive restriction enzymes that cut unmethylated DNA are listed in Table II.











TABLE II





Name
Target Sequence
Effect of Methylation







AatII
GACGTC
blocked


AjiI
CACGTC
blocked


BstUI

CGCG

blocked


Bsh1236I

CGCG

blocked


Bsh12851

CGRYCG

blocked


BshTI
ACCGGT
blocked


Bsp68I
TCGCGA
blocked


Bsp119I
TTCGAA
blocked


Bsp143II
RGCGCY
blocked


Bsul5I
ATCGAT
blocked


CseI
GACGC
blocked


Cfr10I
RCCGGY
blocked


Cfr42I
CCGCGG
blocked


CpoI

CGGWCCG

blocked


Eco47III
AGCGCT
blocked


Eco52I

CGGCCG

blocked


Eco72I
CACGTG
blocked


Eco105I
TACGTA
blocked


EheI
GGCGCC
blocked


Esp3I

CGTCTC

blocked


FspAI
RTGCGCAY
blocked


Hin6I
GCGC
blocked


Hin1I
GRCGYC
blocked


HpaII
CCGG
blocked


Kpn2I
TCCGGA
blocked


MluI
ACGCGT
blocked


NotI
GCGGCCGC
blocked


NsbI
TGCGCA
blocked


PauI
GCGCGC
blocked


PdiI
GCCGGC
blocked


P112311
CGTACG
blocked


Pfl23II

CGTACG

blocked


Ppu21I
YACGTR
blocked


Psp1406I
AACGTT
blocked


PvuI

CGATCG

blocked


SalI
GTCGAC
blocked


SgsI
GGCGCGCC
blocked


SmaI
CCCGGG
blocked


SmuI
CCCGC
blocked


SsiI
CCGC
blocked


TaiI
ACGT
blocked


TauI
GCSGC
blocked









Table II shows examples of methylation-sensitive restriction enzymes. The letter codes in the recognition sequences represent different combinations of nucleotides and are summarized as follows: R=G or A; Y=C or T; W=A or T; M=A or C; K=G or T; S=C or G; H=A, C or T; V=A, C or G; B=C, G or T; D=A, G or T; N=G, A, T or C. The CpG dinucleotide(s) in each recognition sequence is/are underlined. The cytosine residues of these CpG dinucleotides are subjected to methylation. *The methylation of the cytosine of the CpG dinucleotides in the recognition sequence would prevent enzyme cutting of the target sequence.


The target sequence includes two or more methylation-sensitive restriction enzyme sites. Such sites may be recognized by the same or different enzymes. However, the sites are selected so that at least two sites in each sequence are digested when unmethylated when using enzymes which preferentially cleave unmethylated sequences compared to methylated sequences.


In a less preferred embodiment the target sequence contains at least two sites which are cut or cleaved by restriction enzymes which preferentially cleave methylated sequences. The two or more sites may be cleaved by the same or different enzymes.


Any DMR listed in Table I may be used in accordance with the present invention. Preferred DMR regions are those that contain at least two methylation-sensitive restriction enzyme sites. Generally such methylation markers are genes where promoter and/or encoding sequences are methylated in embryonic cells and cancer patients. Preferably the selected sequences are not methylated or are methylated to a lesser extent in fetal and adult cells and non-cancer or cancer-free individuals.


Thus, in accordance with an alternative aspect of the present invention, there is provided a method for the detection or monitoring of cancer using a biological sample selected from blood, plasma, serum, saliva, urine from an individual, said method comprising:

    • (a) obtaining DNA from the said biological sample;
    • (b) digesting the DNA sample with one or more methylation-sensitive restriction enzymes;
    • (c) quantifying or detecting a DNA sequence of interest after step (b) wherein the DNA sequence is a sequence listed in Table I; and
    • (d) comparing the level of the DNA sequence from the individual to a normal standard, to detect, prognosticate or monitor cancer.


In accordance with the method of the present invention a sample is taken or obtained from the patient. Suitable samples include blood, plasma, serum, saliva and urine. Samples to be used in accordance with the present invention include whole blood, plasma or serum. Methods for preparing serum or plasma from whole blood are well known among those of skill in the art. For example, blood can be placed in a tube containing EDTA or a specialized commercial product such as Vacutainer SST (Becton Dickenson, Franklin Lake, N.J.) to prevent blood clotting, and plasma can then be obtained from whole blood through centrifugation. Serum may be obtained with or without centrifugation following blood clotting. If centrifugation is used then it is typically, though not exclusively conducted at an appropriate speed, for example, 1500-3000×g. Plasma or serum may be subjected to additional centrifugation steps before being transferred to a fresh tube for DNA extraction.


Preferably, DNA is extracted from the sample using a suitable DNA extraction technique. Extraction of DNA is a matter of routine for one of skill in the art. There are numerous known methods for extracting DNA from a biological sample including blood. General methods of DNA preparation, for example described by Sambrook and Russell, Molecular Cloning a Laboratory Manual, 3rd Edition (2001) can be followed. Various commercially available reagents or kits may also be used to obtain DNA from a blood sample.


In accordance with the invention, the DNA containing sample is incubated with one or more restriction enzyme(s) which preferentially cut unmethylated DNA under conditions such that where two or more restriction enzyme sites are present in the target sequence in the unmethylated state, the restriction enzyme(s) can cut the target sequence at least one such site. In accordance with an alternative aspect of the invention, a DNA sample is incubated with one or more restriction enzymes which only cut methylated DNA under conditions such that where two or more restriction enzyme sites are present in the methylated state, the restriction enzyme(s) can cut the target sequence at least one such site.


Preferably samples are incubated under conditions to allow complete digestion. This may be achieved, for example by increasing the incubation times and/or increasing the quantity of the enzyme used. Typically, the sample will be incubated with 100 active units of methylation-sensitive restriction enzyme for a period of up to 16 hours. It is a matter of routine for one of skill in the art to establish suitable conditions based on the quantity of enzyme used.


After incubation, uncut target sequences are detected. Preferably, these sequences are detected by amplification, for example using the polymerase chain reaction (PCR).


DNA primers are designed to amplify a sequence containing at least two methylation-sensitive restriction enzyme sites. Such sequences can be identified by looking at DNA methylation markers and identifying restriction enzyme sites within those markets which are recognised by methylation-sensitive enzymes. For example using the recognition sequences for the methylation-sensitive enzymes identified in Table II, suitable target sequences can be identified in Table I.


When using methylation-sensitive enzymes, altered quantities of the target sequence will be detected depending on the methylation status of the target sequence in a particular individual. In the preferred aspect of the present invention using methylation-sensitive restriction enzymes which preferentially cut unmethylated DNA, the target sequence will not be detected in the unmethylated state, for example in a healthy individual. However, where the target sequence is methylated, for example in a selected sample from a cancer patient, the target sequence is not cut by the restriction enzyme and the target sequence can thus be detected by PCR.


Thus, the method can be used to determine the methylation status of the target sequence and provide an indication of the cancer status of the individual.


The methods of the present invention may additionally include quantifying or detecting a control sequence. The control sequence is selected which does not show aberrant methylation patterns in cancer. In accordance with a preferred aspect of the present invention, the control sequence is selected to contain at least two methylation-sensitive restriction enzyme recognition sites. Preferably, the control sequence is selected to contain the same number of methylation-sensitive restriction enzyme recognition sites as the DNA sequence of interest. Typically the presence or absence of such control sequences is detected by amplification by the polymerase chain reaction after digestion with the methylation-sensitive restriction enzyme(s). Such control sequences can be used to assess the extent of digestion with the one or more methylation-sensitive restriction enzymes. For example, if after digestion with the methylation-sensitive restriction enzyme(s) control sequences are detectable, this would indicate that the digestion is not complete and the methods can be repeated to ensure that complete digestion has occurred. Preferably the control sequence is selected to contain the same methylation-sensitive restriction enzyme sites that are present in the target sequence.


The present methods can be used to assess the tumor status of an individual. The methods can be used, for example, in the diagnosis and/or prognosis of cancer. The methods can also be used to monitor the progress of cancer, for example, during treatment. The methods can also be used to monitor changes in the levels of methylation over time, for example to assess the susceptibility of an individual to cancer, and the progression of the disease. The methods can also be used to predict the outcome of disease or the likelihood of success of treatment.


Primer Design

In another aspect of the invention, there is provided probes and primers for use in the method of the invention. Firstly, there is provided a set of primers or a detectably-labelled probe for the detection or monitoring of cancer in a biological sample selected from blood, plasma, serum, saliva, urine from an individual. The set of primers comprises or consists of primers designed using guidelines known in the art (Davidovic R S et al, 2014. Methylation-specific PCR: Four steps in primer design. Cent. Eur J. Biol. 9:1127-1139) incorporated herein by reference. One experienced in the art will recognize that numerous function forward and reverse primers for PCR can be generated to the DMRs of Table I, some of which may include sequences up to 300 bp 5′ or 3′ of the DMR regions described herein. Online resources are available to teach methods of primer design. Examples of such resources include MSPprimer (http://www.mspprimer.org/cgi-bin/design.cgi), MethMarker (http://methmarker.mpi-inf. mpg.de/), Beacon designer (http://www.premierbiosoft.com/molecular_beacons/), and Primo MSP (http://www.changbioscience.com/primo/primom.html). In general, the steps of primer selection will facilitate the differential PCR amplification of methylated and unmethylated cytosine residues and will include: 1) downloading the DMR sequence from online resources, 2) identifying regions rich in CpG sites, 3) primers with at least one CpG site at its 3′ end, 4) a greater number of non-CpG cytosines is preferred, 5) primer lengths are generally 20-30 nucleotides in length, and 6) because BIS treatment fragments DNA, reaction products should selected to be less than 300 bp in length. In silico analysis of primer designs can also be tested using resources such as those available on the UC Santa Cruz Genome Browser (https://genome.ucsc.edu/cgi-bin/hgPcr?hgsid=748426759_0fMTAb4eddROJREtR7blyFe6YmpG).


The probes are detectably-labelled. The detectable label allows the presence or absence of the hybridization product formed by specific hybridization between the probe and the target sequence to be determined. Any label can be used. Suitable labels include, but are not limited to, fluorescent molecules, radioisotopes, e.g. 125I, 35S, enzymes, antibodies and linkers such as biotin.


Methods for induced tissue regenerated (“iTR”) may also be used with the present invention. Examples of such methods are disclosed in International Patent Application PCT/US2019/028816, titled “Improved Methods for Inducing Tissue Regeneration and Senolysis in Mammalian Cells,” incorporated herein by reference in its entirety, International Patent Application Publication WO 2014/197421, titled “Compositions and Methods for Induced Tissue Regeneration in Mammalian Species,” incorporated herein by reference in its entirety, and WO/2017/2142A1, titled “Improved Methods for Detecting and Modulating the Embryonic-Fetal Transition in Mammalian Species,” incorporated herein by reference in its entirety.


Methods for induced cancer maturation (“iCM”) may also be used with the present invention. Examples of such methods are disclosed in WO/2017/2142A1, titled “Improved Methods for Detecting and Modulating the Embryonic-Fetal Transition in Mammalian Species,” incorporated herein by reference in its entirety.


In another aspect, there is provided kits for use in the method of invention. Firstly, there is provided a kit for the detection or monitoring of cancer in a biological sample selected from blood, plasma, serum, saliva, urine from an individual. The kit comprises primers designed to detect methylated CpGs in the DMRs of Table I.


Secondly, there is provided a kit for use as a control during the detection or monitoring of cancer in a biological sample selected from blood, plasma, serum, saliva, urine from an individual. The kit comprises primers designed to detect methylated CpGs in the DMRs of Table I.


The kits of the invention may additionally comprise one or more other reagents or instruments which enable the method of the invention as described above to be carried out. Such reagents or instruments include one or more of the following: suitable buffer(s) (aqueous solutions), PCR reagents, fluorescent markers and/or reagents, means to obtain a sample from individual subject (such as a vessel or an instrument comprising a needle) or a support comprising wells on which reactions can be done. Reagents may be present in the kit in a dry state such that the fluid sample resuspends the reagents. The kit may, optionally, comprise instructions to enable the kit to be used in the method of the invention.


The invention is hereinafter described in more detail by reference to the Examples below.


EXAMPLES
Example 1. The Use of Markers of the Embryo-Onco Phenotype to Characterize Malignant Cells

As disclosed in the present invention, there are many cell type-specific DNA methylation marks as a result of the different patterns of gene expression in diverse differentiated cells. Therefore, the validation of true DMRs useful in detecting or diagnosing the embryonic vs fetal or embryonic vs adult phenotypes of cells requires a comparison of embryonic, but nevertheless differentiated cells with post-EFT cells, such as adult differentiated cells of the same differentiated type. And to determine whether those DMRs are pre or post-EFT in nature, it is necessary to also observe DMRs from malignant cells from the corresponding differentiated cell type. In this example, we compare of embryonic, adult, and malignant osteochondral mesenchyme; or embryonic, adult, and malignant skeletal myoblasts, or embryonic, adult, and malignant preadipocytes and embryonic, adult, and malignant skeletal muscle myoblasts.


By way of nonlimiting example of the present invention, DMR_327 with the position of chr10:89837217-89837885 in the + strand of hg38 has the following sequence with CpG sites capitalized and underlined and an example of a methylation-specific restriction endonuclease site, in this case for the restriction endonuclease SmaI at nucleotide positions 53 and 86 (enclosed in box below):












embedded image










embedded image







gagcttctggacCGgCGcttCGggggaccaagtggagaggctgctggagttgtCGcctgagtcctcccttagttcttCGCGcCG





gcctCGcccaCGgctcCGggtcccagcCGccactgcagtctcCGcagcacCGagCGgggctccacCGactCGCGacct





ccagcctcCGcctcaagggcagggagCGCGgctgggtctctggaaagccatttttaaatcactgcctctgctgcccccatgtgaggtC






GgagtgtcctccccCGtctttgctttcaggttctttcaggttcctttgggcaaaccCGcagctaagagtccagcttgtgaacttgaacctgaa






cttgctgaagaagctccCGgCGgccccctgctgtctgCGgcctttgtttgagggagaggctggggtcaccCGgttgggcCGcattt





cCGgggcCGtcacctgtCGggctgccaggcCGCGCGtaccttgtcccatCGggggctctgctctgccccctgCGctgatga






CGc.








Additional methylation-specific restriction sites are those for Cfr10I at nucleotide positions 29, 167, and 237 and TauI at nucleotide positions 269, 349, 522, 539, 580, 617 of the above DMR. Therefore, the choice of primers 5′ and 3′ of the said methylation-specific restriction sites, will yield a greater percentage of full-length reaction product in adult cells compared to cells with an embryonic epigenetic profile or cancer cells that have reverted to an embryo-onco epigenetic profile. By way of nonlimiting example, the choice of a forward primer 5′-aggcggagaccggcaagag-3′ and a reverse primer 5′-agaactaagggaggactcaggc-3′ will yield a 212 bp reaction product in normal adult cells and no reaction product in the case of embryonic or cancer cell-derived DNA pre-treated with SmaI endonuclease.


As shown in FIG. 1, all 53 of 53 possible CpG sites within the DMR were hypermethylated in embryonic progenitors compared to their adult counterparts. As shown in FIG. 2, The methylation marks also showed the embryonic pattern in two hES cell line (H9 and MA03), as well as an iPS cell line designated EH3 generated from a line of clonal EPCs designated EN13 (Vaziri et al 2010, Spontaneous reversal of the developmental aging of normal human cells following transcriptional reprogramming Regen Med 5(3):345-363), however iPS cells produced from adult human dermal fibroblasts retained an adult methylation pattern despite the fact that the iPSC cell line exhibiting a pluripotent pattern of gene expression.


As shown in the IGV image of FIG. 3, CpG methylation results obtained by BIS-seq of a hES cell-derived clonal embryonic progenitor cell line was markedly higher in DMR_327 than corresponding methylation of the normal adult counterpart being bone marrow mesenchymal stem cells (4D20.8 and MSCs respectively). The corresponding cancer cell lines derived from osteogenic mesenchyme (the osteosarcoma cell lines U-2, SJSA-1, KHOS-240S, and KHOS/NP) showed a significant correlation with embryonic cells as opposed to their adult counterparts. Also shown are comparable CpG methylation results obtained by BIS of a hES cell-derived clonal embryonic progenitor cell line corresponding to skeletal myoblasts and an adult derived normal counterpart being adult skeletal myoblasts (SK5 and Adult Skel Muscle Myoblasts respectively) followed by corresponding adult-derived cancer cell lines derived from muscle mesenchyme (the rhabdomyosarcoma (RMS) cell lines CCL-136, A-204, SJCRH30, and TE 617.T). Also shown are CpG methylation results obtained by BIS of a hES cell-derived clonal embryonic progenitor cell line corresponding to white adipocyte progenitors (E3) and an adult derived normal counterpart being adult preadipocytes and the lipogenic cancer cell lines (94T778 and 93T449). In this example, the embryonic methylation pattern in DMR_327 predicts with 100% accuracy the malignant status of 10 different cancer cell lines compared to normal counterparts.


As shown in FIG. 4, a transcript designated LINC00865 coinciding with DMR_327 is expressed at low to undetectable levels in hES cells and iPS cells derived from diverse clonal embryonic progenitor lines (labelled ES & iPSC in FIG. 4), but is expressed in most fetal and adult-derived diverse somatic cell types. As shown in FIG. 5, the transcript is already expressed in cultured late embryonic stages of skin fibroblasts (8 weeks gestation), and is not restored to the low to undetectable levels of expression of hES cells in adult skin-derived iPS cells, even though the adult skin-derived iPS cells were abundantly expressing other markers of hES cells such as OCT4, NANOG, LIN28A (shown in FIG. 6), SOX2, as well as other hES cell markers. Also shown in FIG. 6 is the incomplete reprogramming of the expression of PCDHGA12, previously disclosed as an fetal/adult-onset marker (“Improved Methods for Detecting and Modulating the Embryonic-Fetal Transition in Mammalian Species” (international patent application publication number WO 2017/214342, incorporated herein by reference in its entirety). This demonstrates the utility of the DMRs described herein as markers more sensitive than traditional markers of pluripotency of the complete epigenetic reprogramming of fetal or adult-derived somatic cells.


Since the hypermethylation of DMR_327 also predicted normal and cancer cells lines that were in the pre-EFT state and which did not express LINC00865, this example demonstrates the usefulness of the DMRs of the present invention in determining the maturation state of said cells. As shown in FIG. 7, antibody to the post-translation modification of histone H3 (H3K4me1 and H3K4me2), H2AZ, and H3K9Ac precipitates chromatin with the differential de-methylation of the DMRs of the present invention and is therefore useful in enriching post-EFT DMRs of the present invention or alternatively, removing post-EFT DMRs when attempting to detect pre-EFT DMRs. As also shown in FIG. 7, antibody to H3K9me2 and H3K9me3 precipitates pre-EFT DMRs of the present invention, and is therefore useful in enriching pre-EFT DMRs of the present invention.


As shown in FIG. 8, the DMRs of the present invention apply to all cancer types (are pan-cancer). As shown, by way of nonlimiting example, DMR_327 is significantly hypermethylated in carcinomas such as in colon cancers compared to normal colon, prostate cancer when compared to normal prostate, brain cancers such as diverse glioblastomas compared to normal brain, and sarcoma cells compared normal counterparts including by way of nonlimiting example, liposarcomas, osteosarcomas, and rhabdomyosarcomas.


As described herein one skilled in the art would know that additional, although less common methylated CpG marks can be found within bp 5′ or 3′ of the DMR. In this example, within the 500 bp expanded range of DMR_327, a total of 94 or an additional 41 CpG sites many of which show increased methylation in embryonic vs adult cells and are also hypermethylated in corresponding cancer types.


Example 2. The Induction of Cancer Maturation (iCM) in Dematured (DC) Cells

In this example we induce cancer maturation in a cancer cell line displaying DMR markers of the present invention of a pre-fetal state such as hypermethylation of DMR_038 co-localizing with the gene COX7A1 which is not expressed in most pre-fetal differentiated cell types, is progressively increased in expression during fetal and adult development, and repressed in cancer cells displaying a pre-fetal (DC) phenotype. As an example of induced cancer maturation, we expressed the COX7A1 gene at adult levels in the DC fibrosarcoma cell line HT1080. We then analyzed the take rate and growth kinetics of the HT1080 cells with (HT1080+COX7A1) and without (HT1080−COX7A1) COX7A1 introduced by means of lentiviral infection. Growth kinetics of the line with and without iCM was then measured in female athymic nude mice. Ten mice were injected with 5×106 cells subcutaneously once per day of either the native HT1080 cells or the HT1080 cells exogenously expressing COX7A1 (iCM treated). All animals were subjected to a complete necropsy including examination of the carcass and musculoskeletal system; all external surfaces and orifices, cranial cavity and external surfaces of the brain; and thoracic, abdominal and pelvic cavities with their associated organs and tissues. When masses were present in the right flank region, they were carefully removed and the subcutaneous and surrounding tissues were examined for any signs of metastasis from the primary mass. The study pathologist conducted all necropsies and performed evaluation of all of the tissues for the presence of primary and metastatic tumors. Gross findings were limited to masses on the right flank. As shown in FIG. 9, iCM treatment of the DC cells significantly slowed the growth of the resulting tumors.


Example 3. Increased Sensitivity of Cells with a Post-EFT Pattern of Gene Expression to Senolysis when Treated with iTR Agents

The present invention describes the use of DMR markers of the EFT to determine the sensitivity of cells to undergo apoptosis in the presence of chemotherapeutic or radiotherapy agents that damage DNA or otherwise induce apoptosis. Since the selective removal of cells with DNA damage includes cells commonly designated as “senescent” cells, such as those with significant loss of telomeric DNA, we choose to designate the purposeful induction of apoptosis in damaged cells as “senolysis” as an inclusive term for the induction of apoptosis in cancer cells by the chemotherapeutic and radiotherapies described herein, as well as cells that have significant DNA damage from intrinsic sources such as with telomeric attrition.


The pre-EFT (DC) fibrosarcoma cell line HT1080 was infected with lentivirus expressing COX7A1 together with a control line expressing green fluorescent protein (GFP). The resulting cells were treated with 0, 0.37, and 37 uM camptothecin to generate a DNA damage response and apoptosis. TUNEL (TdT-mediated dUTP-X nick end labeling) adds label to termini of ssDNA and dsDNA. Readout used was fluorescent nuclei read by microscopy. In brief, cell lines were cultured in 96-well plates at 5000 cells/well and grown over night. The following day, the growth medium was removed and replaced with growth medium containing compounds and controls. After 24 h, the cells are fixed for 20 minutes using 4% PFA. Plates are stored at 4 deg C. in PBS until processing. Fixed cells were permeabilized with 0.1% Triton X-100 and 0.1% sodium citrate for 2 minutes on ice. Cells were washed 3 times and incubated in TUNEL reaction buffer according to manufactures protocol for 60 minutes at 37 deg C. Samples were washed 3 times in PBS and stored in 100 uls of PBS for imaging. Cells are stained with Hoechst stain for 10 minutes at RT and washed 1 time with PBS. Each well was imaged using 5× objective. 9 images per well were collected and analyzed for total cell number and number of cells stained for apoptosis.


The expression of COX7A1 in the HT1080 fibrosarcoma cell line is associated with significantly decreased sensitivity to apoptosis as shown in FIG. 11 (p<0.05). Similarly, normal pre-EFT vascular progenitors were more sensitive to apoptosis at 37 uM of camptothecin (39% apoptosis) compared to adult aortic endothelial counterparts (25.5% apoptosis). In addition, H2O2—mediated apoptosis was measured in post-EFT cells (adult bone marrow MSCs) before and after knock-down of COX7A1 expression. While 82.4% of normal MSCs survived 300 uM of H2O2, the knockdown of COX7A1 as an iTR modality resulted in 59.8% of the MSCs surviving (p<0.05), that is, iTR resulted in increased sensitivity to senolysis. Lastly, PCDHB2 positive exosomes derived from the pre-EFT clonal embryonic vascular endothelial line 30-MV2-6 induced senolysis specifically in senescent fibroblasts. Each of these examples demonstrate the relative resistance of post-EFT cells to chemotherapy or radiotherapy induced senolysis, the modification of that resistance to senolysis by iTR and iCM factors, and the value of the DMRs of the present invention in determining the maturation status of cells, in particular, whether they display a pre- or post-EFT status.


Example 4. The Mature Post-EFT (AC) Phenotype as Opposed to Relatively Undifferentiated “Cancer Stem Cells” Correlates with Cells Surviving Chemotherapy and Radiation Therapy

The current widely accepted model of cancer stem cells (CSCs) posits that CSCs are relatively undifferentiated cells that like hematopoietic stem cells divide relatively rarely and hence survive many chemotherapeutic or radiotherapy protocols and repopulate the body after the therapy. The present invention instead teaches the contrary, that these surviving CSCs are instead cancer cells that display a post-EFT pattern (i.e. a more mature pattern) of gene expression. Using the expression of the gene COX7A1 as a transcriptional marker of pre- or post-EFT cells wherein COX7A1 is expressed in post-EFT cells, we observe that pancreatic cancer with ablated KRAS leading to pancreatic CSCs, results in increased COX7A1 and CAT (also a post-EFT marker), not decreased as predicted by current models (FIG. 10). In addition, the treatment of xenograft breast tumors derived from the breast cancer cell line MCF-7 with the anti-tumor anthracycline antibiotic doxorubicin results in COX7A1 RFU levels of 5.04 and 5.57 compared to controls of 3.84 and 4.52 in controls, again indicative of the more mature state of surviving cells following chemotherapy. In addition, in the example of rectal cancer, levels of COX7A1 expression were 92.7 RFUs following radiotherapy compared to 75 RFUs in untreated rectal cancer (p<0.05). Using the pre-EFT marker CPT1B wherein CPT1B is expressed in pre-EFT cells and in cancer cells (corresponding to DMR_087), platinum-resistant ovarian cancer cells expressed on average 384.9 RFU of CPT1B while cis-platin sensitive ovarian cancer expressed a mean expression of 719.5 RFU (p<0.05), consistent with chemotherapy sensitivity corresponding to higher CPT1B expression, higher methylation of DMR_087, and a pre-EFT (DC) phenotype. Lastly, vincristine-sensitive ovarian cancer cells lines expressed on average 75.2 RFU of CPT1B while vincristine-resistant ovarian cancer cells expressed a mean expression of 43.9 RFU (p<0.05), consistent with chemotherapy sensitivity corresponding to higher CPT1B expression, higher methylation of DMR_087, and a pre-EFT (DC) phenotype.

Claims
  • 1. A method to determine the developmental staging of cells that were the source of a sample of human DNA comprised of the steps: 1) identifying DMRs differentially-methylated in embryonic (pre-fetal) cells compared to their fetal (prenatal) or adult counterparts, 2) determining whether a sample of human DNA contains methylated or unmethylated CpG epigenetic marks within said DMRs, 2) use of said markers for the diagnosis, prognosis and/or treatment of cancer.
  • 2. The method of claim 1, wherein the use of the information relating to the methylated or unmethylated CpG epigenetic marks is directed to determining the completeness of the in vitro transcriptional reprogramming of cells to pluripotency (iPS cell reprogramming) or the in vivo reprogramming of cells and tissues to reverse aging or to induce tissue regeneration (iTR) in diverse tissues in the body.
  • 3. The method of claim 1, wherein said embryonic (pre-fetal), fetal (prenatal), or postnatal (adult) cells are human.
  • 4. The method of claim 1, wherein said methylated or unmethylated CpG epigenetic marks are identified from blood-derived cfDNA.
  • 5. The method of claim 1, wherein said methylated or unmethylated CpG epigenetic marks are identified from blood-derived cfDNA through the use of methylation-specific restriction endonuclease digestion.
  • 6. The method of claim 1, wherein said methylated or unmethylated CpG epigenetic marks are identified from blood-derived cfDNA through the use of methylation-specific PCR primers.
  • 7. The method of determining the optimum therapeutic strategy for a given cancer in humans comprised of the steps: 1) obtaining DNA from the tumor, 2) determining the relative methylation of one or more of the DMRs of the present invention in said DNA sample, 3) determining whether said DMRs are statistically correlated with pre- or post-EFT, 4) treating pre-EFT cells with chemotherapy, iCM, or radiation therapy, 5) treating post-EFT cells as CSCs and treating with iTR.
CROSS REFERENCE TO RELATED APPLICATIONS

This application claims priority benefit of the filing date of U.S. Provisional Patent Application 62/891,225, filed Aug. 23, 2019, the content of which is incorporated herein by reference in their entirety.

PCT Information
Filing Document Filing Date Country Kind
PCT/US2020/047707 8/25/2020 WO
Provisional Applications (1)
Number Date Country
62891225 Aug 2019 US