TY - JOUR
T1 - Mapping of variable DNA methylation across multiple cell types defines a dynamic regulatory landscape of the human genome
AU - Gu, Junchen
AU - Stevens, Michael
AU - Xing, Xiaoyun
AU - Li, Daofeng
AU - Zhang, Bo
AU - Payton, Jacqueline E.
AU - Oltz, Eugene M.
AU - Jarvis, James N.
AU - Jiang, Kaiyu
AU - Cicero, Theodore
AU - Costello, Joseph F.
AU - Wang, Ting
N1 - Funding Information:
We would like to thank the Roadmap Epigenomics Mapping Consortium (REMC) for generating the majority of the methylation data used in this study. We would also like to thank the Genome Technology Access Center at Washington University for providing sequencing services for the rest of the methylation data. In addition, we would like to thank all members of theWang lab for constructive discussion and feedback during the preparation of the manuscript. J.G. is supported in part by the McDonnell International Scholars Academy and Lucille P. Markey Special Emphasis Pathway in Human Pathobiology at Washington University. T.W. is supported by the American Cancer Society grant RSG-14-049-01-DMC, and National Institutes of Health grants R01HG007354, R01HG007175, R01ES024992, and U01CA200060. J.E.P. and E.M.O are supported by NIH grant R01-CA156690. The authors declare no conflicts of interest.
Publisher Copyright:
© 2016 Gu et al.
PY - 2016
Y1 - 2016
N2 - DNA methylation is an important epigenetic modification involved in many biological processes and diseases. Many studies have mapped DNA methylation changes associated with embryogenesis, cell differentiation, and cancer at a genome-wide scale. Our understanding of genome-wide DNA methylation changes in a developmental or disease-related context has been steadily growing. However, the investigation of which CpGs are variably methylated in different normal cell or tissue types is still limited. Here, we present an in-depth analysis of 54 single-CpG-resolution DNA methylomes of normal human cell types by integrating high-throughput sequencing-based methylation data. We found that the ratio of methylated to unmethylated CpGs is relatively constant regardless of cell type. However, which CpGs made up the unmethylated complement was cell-type specific. We categorized the 26,000,000 human autosomal CpGs based on their methylation levels across multiple cell types to identify variably methylated CpGs and found that 22.6% exhibited variable DNA methylation. These variably methylated CpGs formed 660,000 variably methylated regions (VMRs), encompassing 11% of the genome. By integrating a multitude of genomic data, we found that VMRs enrich for histone modifications indicative of enhancers, suggesting their role as regulatory elements marking cell type specificity. VMRs enriched for transcription factor binding sites in a tissue-dependent manner. Importantly, they enriched for GWAS variants, suggesting that VMRs could potentially be implicated in disease and complex traits. Taken together, our results highlight the link between CpGmethylation variation, genetic variation, and disease risk for many human cell types.
AB - DNA methylation is an important epigenetic modification involved in many biological processes and diseases. Many studies have mapped DNA methylation changes associated with embryogenesis, cell differentiation, and cancer at a genome-wide scale. Our understanding of genome-wide DNA methylation changes in a developmental or disease-related context has been steadily growing. However, the investigation of which CpGs are variably methylated in different normal cell or tissue types is still limited. Here, we present an in-depth analysis of 54 single-CpG-resolution DNA methylomes of normal human cell types by integrating high-throughput sequencing-based methylation data. We found that the ratio of methylated to unmethylated CpGs is relatively constant regardless of cell type. However, which CpGs made up the unmethylated complement was cell-type specific. We categorized the 26,000,000 human autosomal CpGs based on their methylation levels across multiple cell types to identify variably methylated CpGs and found that 22.6% exhibited variable DNA methylation. These variably methylated CpGs formed 660,000 variably methylated regions (VMRs), encompassing 11% of the genome. By integrating a multitude of genomic data, we found that VMRs enrich for histone modifications indicative of enhancers, suggesting their role as regulatory elements marking cell type specificity. VMRs enriched for transcription factor binding sites in a tissue-dependent manner. Importantly, they enriched for GWAS variants, suggesting that VMRs could potentially be implicated in disease and complex traits. Taken together, our results highlight the link between CpGmethylation variation, genetic variation, and disease risk for many human cell types.
KW - DNA methylomes
KW - MethylCRF
KW - Methylation dynamics
KW - Regulatory elements
UR - http://www.scopus.com/inward/record.url?scp=84963938731&partnerID=8YFLogxK
U2 - 10.1534/g3.115.025437
DO - 10.1534/g3.115.025437
M3 - Article
C2 - 26888867
AN - SCOPUS:84963938731
SN - 2160-1836
VL - 6
SP - 973
EP - 986
JO - G3: Genes, Genomes, Genetics
JF - G3: Genes, Genomes, Genetics
IS - 4
ER -