The DOI matches its Crossref record; 50 of the 50 references it cites were found in a registry or an index.
Human DNA methylomes at base resolution show widespread epigenomic differences
Open accessAbstract
DNA cytosine methylation is a central epigenetic modification that has essential roles in cellular processes including genome regulation, development and disease. Here we present the first genome-wide, single-base-resolution maps of methylated cytosines in a mammalian genome, from both human embryonic stem cells and fetal fibroblasts, along with comparative analysis of messenger RNA and small RNA components of the transcriptome, several histone modifications, and sites of DNA-protein interaction for several key regulatory factors. Widespread differences were identified in the composition and patterning of cytosine methylation between the two genomes. Nearly one-quarter of all methylation identified in embryonic stem cells was in a non-CG context, suggesting that embryonic stem cells may use different methylation mechanisms to affect gene regulation. Methylation in non-CG contexts showed enrichment in gene bodies and depletion in protein binding sites and enhancers. Non-CG methylation disappeared upon induced differentiation of the embryonic stem cells, and was restored in induced pluripotent stem cells. We identified hundreds of differentially methylated regions proximal to genes involved in pluripotency and differentiation, and widespread reduced methylation levels in fibroblasts associated with lower transcriptional activity. These reference epigenomes provide a foundation for future studies exploring this key epigenetic modification in human disease and development.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“In most somatic tissues, the majority (>80%) of CpGs in the genome are methylated, with the exception of CGIs, and other gene regulatory sequences that show reduced 5mC levels (3).”
From Dynamic DNA methylation: In the right place at the right time (2018) · cites this paper as [3]
In the citing paper
“In PMD associated tissues such cultured fibroblasts, genes located in PMDs are both lowly expressed and methylated (3).”
From Dynamic DNA methylation: In the right place at the right time (2018) · cites this paper as [3]
In the citing paper
“Human embryonic stem cells (hESC) and mammalian brain tissues contain abundant non-CG methylation (5mCH, where H equals A, C or T) although the underlying three-base DNA sequence context (5mCAG vs. 5mCAC, respectively) is distinct (3, 13).”
From Dynamic DNA methylation: In the right place at the right time (2018) · cites this paper as [3]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
Langmead, B., Trapnell, C., Pop, M., & Salzberg, S. L. (2009) · Genome Biology · doi:10.1186/gb-2009-10-3-r25 · Cited by 21,849
Embryonic Stem Cell Lines Derived from Human Blastocysts
Thomson, J. A., Itskovitz‐Eldor, J., Shapiro, S. S., Waknitz, M. A., Swiergiel, J. J., Marshall, V. S., & Jones, J. M. (1998) · Science · doi:10.1126/science.282.5391.1145 · Cited by 15,947
Self-citationBioconductor: open software development for computational biology and bioinformatics
Gentleman, R. C., Carey, V. J., Bates, D. M., Bolstad, B., Dettling, M., Dudoit, S., Ellis, B., Gautier, L., Ge, Y., Gentry, J., et al. (2004) · Genome biology · doi:10.1186/gb-2004-5-10-r80 · Cited by 12,082
Okano, M., Bell, D. W., Haber, D. A., & Li, E. (1999) · Cell · doi:10.1016/s0092-8674(00)81656-6 · Cited by 6,143
A bivalent chromatin structure marks key developmental genes in embryonic stem cells
Bernstein, B. E., Mikkelsen, T. S., Xie, X., Kamal, M., Huebert, D. J., Cuff, J., Fry, B., Meissner, A., Wernig, M., Plath, K., et al. (2006) · Cell · doi:10.1016/j.cell.2006.02.041 · Cited by 5,361
Jones, P. A., & Baylin, S. B. (2007) · Cell · doi:10.1016/j.cell.2007.01.029 · Cited by 4,515
Targeted mutation of the DNA methyltransferase gene results in embryonic lethality
Li, E., Bestor, T. H., & Jaenisch, R. (1992) · Cell · doi:10.1016/0092-8674(92)90611-f · Cited by 3,984
Heintzman, N. D., Stuart, R. K., Hon, G., Fu, Y., Ching, C. W., Hawkins, R. D., Barrera, L. O., Van Calcar, S., Qu, C., Ching, K. A., et al. (2007) · Nature Genetics · doi:10.1038/ng1966 · Cited by 3,398
Self-citationGenome-Wide Mapping of in Vivo Protein-DNA Interactions
Johnson, D. S., Mortazavi, A., Myers, R. M., & Wold, B. (2007) · Science · doi:10.1126/science.1141319 · Cited by 2,927
Genome-scale DNA methylation maps of pluripotent and differentiated cells
Meissner, A., Mikkelsen, T. S., Gu, H., Wernig, M., Hanna, J., Sivachenko, A., Zhang, X., Bernstein, B. E., Nusbaum, C., Jaffe, D. B., et al. (2008) · Nature · doi:10.1038/nature07107 · Cited by 2,536
Histone modifications at human enhancers reflect global cell-type-specific gene expression
Heintzman, N. D., Hon, G. C., Hawkins, R. D., Kheradpour, P., Stark, A., Harp, L. F., Ye, Z., Lee, L. K., Stuart, R. K., Ching, C. W., et al. (2009) · Nature · doi:10.1038/nature07829 · Cited by 2,533
Self-citationHighly Integrated Single-Base Resolution Maps of the Epigenome in Arabidopsis
Lister, R., O’Malley, R. C., Tonti‐Filippini, J., Gregory, B. D., Berry, C. C., Millar, A. H., & Ecker, J. R. (2008) · Cell · doi:10.1016/j.cell.2008.03.029 · Cited by 2,424
Self-citationShotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning
Cokus, S. J., Feng, S.-H., Zhang, X.-Y., Chen, Z., Merriman, B., Haudenschild, C., Pradhan, S., Nelson, S., Pellegrini, M., & Jacobsen, S. (2008) · Nature · doi:10.1038/nature06745 · Cited by 2,278
Linking DNA methylation and histone modification: patterns and paradigms
Cedar, H., & Bergman, Y. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2540 · Cited by 2,267
The DNA methyltransferases of mammals
Bestor, T. H. (2000) · Human Molecular Genetics · doi:10.1093/hmg/9.16.2395 · Cited by 2,078
DNA Modification Mechanisms and Gene Activity During Development
Holliday, R., & Pugh, J. E. (1975) · Science · doi:10.1126/science.187.4173.226 · Cited by 1,973
Stability and flexibility of epigenetic gene regulation in mammalian development
Reik, W. (2007) · Nature · doi:10.1038/nature05918 · Cited by 1,963
Methylation of a CTCF-dependent boundary controls imprinted expression of the Igf2 gene
Bell, A. C., & Felsenfeld, G. (2000) · Nature · doi:10.1038/35013100 · Cited by 1,746
CTCF mediates methylation-sensitive enhancer-blocking activity at the H19/Igf2 locus
Hark, A. T., Schoenherr, C. J., Katz, D. J., Ingram, R. S., Levorse, J. M., & Tilghman, S. M. (2000) · Nature · doi:10.1038/35013106 · Cited by 1,547
Chromatin signatures of pluripotent cell lines
Azuara, V., Perry, P., Sauer, S., Spivakov, M., Jørgensen, H. F., John, R. M., Gouti, M., Casanova, M., Warnes, G., Merkenschlager, M., et al. (2006) · Nature Cell Biology · doi:10.1038/ncb1403 · Cited by 1,357
X inactivation, differentiation, and DNA methylation
Riggs, A. D. (2008) · Cytogenetics and Cell Genetics · doi:10.1159/000130315 · Cited by 1,343
Bunz, U. H. F. (2005) · Science · doi:10.1126/science.1111098 · Cited by 1,244
Derivation of human embryonic stem cells in defined conditions
Ludwig, T. E., Levenstein, M. E., Jones, J. M., Berggren, W. T., Mitchen, E. R., Frane, J. L., Crandall, L. J., Daigh, C. A., Conard, K. R., Piekarczyk, M. S., et al. (2006) · Nature Biotechnology · doi:10.1038/nbt1177 · Cited by 1,114
Self-citationTargeted and genome-scale strategies reveal gene-body methylation signatures in human cells
Ball, M. P., Li, J. B., Gao, Y., Lee, J., LeProust, E. M., Park, I., Xie, B., Daley, G. Q., & Church, G. M. (2009) · Nature Biotechnology · doi:10.1038/nbt.1533 · Cited by 1,087
Characterization of human embryonic stem cell lines by the International Stem Cell Initiative
Initiative, T. I. S. C. (2007) · Nature Biotechnology · doi:10.1038/nbt1318 · Cited by 1,078
Role of transposable elements in heterochromatin and epigenetic control
Lippman, Z., Gendrel, A.-V., Black, M., Vaughn, M. W., Dedhia, N., Richard McCombie, W., Lavine, K., Mittal, V., May, B., Kasschau, K. D., et al. (2004) · Nature · doi:10.1038/nature02651 · Cited by 1,065
Analysis of the Vertebrate Insulator Protein CTCF-Binding Sites in the Human Genome
Kim, T. H., Abdullaev, Z., Smith, A. D., Ching, K. A., Loukinov, D. I., Green, R. D., Zhang, M. Q., Lobanenkov, V. V., & Ren, B. (2007) · Cell · doi:10.1016/j.cell.2006.12.048 · Cited by 1,022
Self-citationRamsahoye, B. H., Biniszkiewicz, D., Lyko, F., Clark, V. H., Bird, A. P., & Jaenisch, R. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.10.5237 · Cited by 1,012
Structure of Dnmt3a bound to Dnmt3L suggests a model for de novo DNA methylation
Jia, D., Jurkowska, R. Z., Zhang, X., Jeltsch, A., & Cheng, X. (2007) · Nature · doi:10.1038/nature06146 · Cited by 850
Gene Body-Specific Methylation on the Active X Chromosome
Hellman, A., & Chess, A. J. (2007) · Science · doi:10.1126/science.1136352 · Cited by 757
Feeder-independent culture of human embryonic stem cells
Ludwig, T. E., Bergendahl, V., Levenstein, M. E., Yu, J., Probasco, M. D., & Thomson, J. A. (2006) · Nature Methods · doi:10.1038/nmeth902 · Cited by 681
Self-citationDNA methyltransferases control telomere length and telomere recombination in mammalian cells
Gonzalo, S., Jaco, I., Fraga, M. F., Chen, T., Li, E., Esteller, M., & Blasco, M. A. (2006) · Nature Cell Biology · doi:10.1038/ncb1386 · Cited by 544
Deng, J., Shoemaker, R., Xie, B., Gore, A., LeProust, E. M., Antosiewicz‐Bourget, J., Egli, D. M., Maherali, N., Park, I., Yu, J., et al. (2009) · Nature Biotechnology · doi:10.1038/nbt.1530 · Cited by 502
Self-citationThe SRA Methyl-Cytosine-Binding Domain Links DNA and Histone Methylation
Johnson, L. M., Bostick, M. L., Zhang, X., Kraft, E., Henderson, I. R., Callis, J., & Jacobsen, S. E. (2007) · Current Biology · doi:10.1016/j.cub.2007.01.009 · Cited by 418
Genomic patterns of DNA methylation: targets and function of an epigenetic mark
Weber, M., & Schübeler, D. (2007) · Current Opinion in Cell Biology · doi:10.1016/j.ceb.2007.04.011 · Cited by 410
Developmental programming of CpG island methylation profiles in the human genome
Straussman, R., Nejman, D., Roberts, D. N., Steinfeld, I., Blum, B., Benvenisty, N., Simon, I., Yakhini, Z., & Cedar, H. (2009) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.1594 · Cited by 404
Characterization of a New Human Diploid Cell Strain, IMR-90
Nichols, W. W., Murphy, D. G., Cristofalo, V. J., Toji, L. H., Greene, A. E., & Dwight, S. (1977) · Science · doi:10.1126/science.841339 · Cited by 368
A human B cell methylome at 100−base pair resolution
Rauch, T. A., Wu, X., Zhong, X., Riggs, A. D., & Pfeifer, G. P. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812399106 · Cited by 338
Brunner, A. L., Johnson, D. S., Kim, S. W., Valouev, A., Reddy, T. E., Neff, N. F., Anton, E., Medina, C., Nguyen, L., Chiao, E. T., et al. (2009) · Genome Research · doi:10.1101/gr.088773.108 · Cited by 289
Schmidl, C., Klug, M., Boeld, T. J., Andreesen, R., Hoffmann, P., Edinger, M., & Rehli, M. (2009) · Genome Research · doi:10.1101/gr.091470.109 · Cited by 248
Gowher, H., & Jeltsch, A. (2001) · Journal of Molecular Biology · doi:10.1006/jmbi.2001.4710 · Cited by 236
Sp1 binding is inhibited by mCpmCpG methylation
Clark, S. J., Harrison, J., & Molloy, P. L. (1997) · Gene · doi:10.1016/s0378-1119(97)00164-9 · Cited by 204
Enzymatic properties of de novo-type mouse DNA (cytosine-5) methyltransferases
Aoki, A. (2001) · Nucleic Acids Research · doi:10.1093/nar/29.17.3506 · Cited by 192
Mancini, D. N., Singh, S. M., Archer, T., & Rodenhiser, D. I. (1999) · Oncogene · doi:10.1038/sj.onc.1202764 · Cited by 133
The majority of methylated deoxycytidines in human DNA are not in the CpG dinucleotide
Woodcock, D. M., Crowther, P. J., & Diver, W. P. (1987) · Biochemical and Biophysical Research Communications · doi:10.1016/0006-291x(87)91048-5 · Cited by 128
Transcriptional Regulation of Rat Cyclin D1 Gene by CpG Methylation Status in Promoter Region
Kitazawa, S., Kitazawa, R., & Maeda, S. (1999) · Journal of Biological Chemistry · doi:10.1074/jbc.274.40.28787 · Cited by 79
Modification of Subtelomeric DNA
Steinert, S., Shay, J. W., & Wright, W. E. (2004) · Molecular and Cellular Biology · doi:10.1128/mcb.24.10.4571-4580.2004 · Cited by 76
Inputs and outputs for chromatin-targeted RNAi
Chan, S. W.-L. (2008) · Trends in Plant Science · doi:10.1016/j.tplants.2008.05.001 · Cited by 44
Ferguson‐Smith, A. C., & Greally, J. M. (2007) · Nature · doi:10.1038/449148a · Cited by 44
Identification of endogenous retroviral reading frames in the human genome
Villesen, P., Aagaard, L., Wiuf, C., & Pedersen, F. (2004) · Retrovirology · doi:10.1186/1742-4690-1-32 · Cited by 37
Cited by
Sorted by citations
An integrated encyclopedia of DNA elements in the human genome
The ENCODE Project Consortium (2012) · Nature · doi:10.1038/nature11247 · Cited by 18,072
Integrative analysis of 111 reference human epigenomes
Roadmap Epigenomics Consortium, Kundaje, A., Meuleman, W., Ernst, J., Bilenky, M., Yen, A., Heravi-Moussavi, A., Kheradpour, P., Zhang, Z., Wang, J., et al. (2015) · Nature · doi:10.1038/nature14248 · Cited by 6,368
Self-citationFunctions of DNA methylation: islands, start sites, gene bodies and beyond
Jones, P. A. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3230 · Cited by 6,061
Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications
Krueger, F., & Andrews, S. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr167 · Cited by 5,324
DNA methylation and its basic function
Moore, L. D., Le, T., & Fan, G. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2012.112 · Cited by 4,906
Metadata
- Authors
- Lister, R., Pelizzola, M., Dowen, R. H., Hawkins, R. D., Hon, G., Tonti-Filippini, J., Nery, J. R., Lee, L., Ye, Z., Ngo, Q.-M., Edsall, L., Antosiewicz-Bourget, J., Stewart, R., Ruotti, V., Millar, A. H., Thomson, J. A., Ren, B., & Ecker, J. R.
- Affiliations
- Salk Institute for Biological Studies (US)
- Ludwig Cancer Research (BE)
- Morgridge Institute for Research (US)
- The University of Western Australia (AU)
- University of Wisconsin–Madison (US)
- Corresponding author
- Ecker, Joseph R.
- ORCID
- Venue
- Nature
- Published
- 2009-10-14
- Volume
- 462
- Issue
- 7271
- Pages
- 315-322
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC2857523
- OpenAlex
- W2059099579
- Cited by
- 4,673
- References
- 50
- Citations by year
- 2026: 132 · 2025: 178 · 2024: 214 · 2023: 207 · 2022: 237 · 2021: 251 · 2020: 232 · 2019: 256 · 2018: 273 · 2017: 282 · 2016: 304 · 2015: 356 · 2014: 350 · 2013: 374 · 2012: 373
- FWCI
- 136.77
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- UWA Profiles and Research Repository (UWA) (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- Funders
- California Institute for Regenerative Medicine
- National Institutes of Health
- Australian Research Council (DP0771156, CE0561495)
- National Human Genome Research Institute (R01HG003523)
- National Institute of Environmental Health Sciences (U01ES017166, U01 1U01ES017166-01)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Syndromes and Imprinting
- Keywords
- DNA methylation, methylome, cytosine methylation, non-CG methylation, human embryonic stem cells, fetal fibroblasts, differentially methylated regions, pluripotency, cell differentiation, induced pluripotent stem cells, histone modifications, protein-DNA interactions, gene expression regulation, epigenome, gene body methylation, enhancer methylation
- MeSH terms
- Cell Line, DNA, DNA-Binding Proteins, Humans, Cluster Analysis, Genome, DNA Methylation, Epigenesis, Genetic, Embryonic Stem Cells
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review