Revisiting the genomic hypomethylation hypothesis of aging
Open accessAbstract
The genomic hypomethylation hypothesis of aging proposes that an overall decrease in global DNA methylation occurs with age, and it has been argued that the decrease in global DNA methylation could be an important factor in aging, resulting in the relaxation of gene expression regulation and abnormal gene expression. Since it was initially observed that DNA methylation decreased with age in 1974, 16 articles have been published describing the effect of age on global DNA methylation in various tissues from rodents and humans. We critically reviewed the publications on the effect of age on DNA methylation and the expression of the enzymes involved in DNA methylation to evaluate the validity of the hypomethylation hypothesis of aging. On the basis of the current scientific literature, we conclude that a decrease in the global methylation of the genome occurs in most if not all tissues/cells as an animal ages. However, age‐related changes in DNA methylation in specific regions or at specific sites in the genome occur even though the global DNA methylation does not change.
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During aging, global DNA hypomethylation is observed in many species including rat, mouse, and human.
“During aging, global DNA hypomethylation is observed in many species including rat, mouse, and human [511].”
From Molecular and cellular mechanisms underlying the pathogenesis of Alzheimer’s disease (2020) · cites this paper as [511]
A stable epigenome is reported to contribute to longevity and cancer resistance.
“In contrast, a stable epigenome is reported to contribute to longevity and cancer resistance 51 .”
From The roles of DNA, RNA and histone methylation in ageing and cancer (2019) · cites this paper as [51]
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Cites
DNA methylation patterns and epigenetic memory
Bird, A. (2002) · Genes & Development · doi:10.1101/gad.947102 · Cited by 7,124 · see citing works
DNA methylation age of human tissues and cell types
Horvath, S. (2013) · Genome Biology · doi:10.1186/gb-2013-14-10-r115 · Cited by 7,075 · see citing works
Okano, M., Bell, D. W., Haber, D. A., & Li, E. (1999) · Cell · doi:10.1016/s0092-8674(00)81656-6 · Cited by 6,143 · see citing works
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 · see citing works
The DNA methyltransferases of mammals
Bestor, T. H. (2000) · Human Molecular Genetics · doi:10.1093/hmg/9.16.2395 · Cited by 2,045 · see citing works
Global epigenomic reconfiguration during mammalian brain development
Lister, R., Mukamel, E. A., Nery, J. R., Urich, M., Puddifoot, C. A., Johnson, N. D., Lucero, J., Huang, Y., Dwork, A. J., Schultz, M. D., et al. (2013) · Science · doi:10.1126/science.1237905 · Cited by 1,830 · see citing works
UHRF1 Plays a Role in Maintaining DNA Methylation in Mammalian Cells
Bostick, M. L., Kim, J. K., Estève, P., Clark, A. T., Pradhan, S., & Jacobsen, S. E. (2007) · Science · doi:10.1126/science.1147939 · Cited by 1,459 · see citing works
The SRA protein Np95 mediates epigenetic inheritance by recruiting Dnmt1 to methylated DNA
Sharif, J., Muto, M., Takebayashi, S., Suetake, I., Iwamatsu, A., Endo, T. A., Shinga, J., Mizutani-Koseki, Y., Toyoda, T., Okamura, K., et al. (2007) · Nature · doi:10.1038/nature06397 · Cited by 1,307 · see citing works
Dwarf mice and the ageing process
Brown‐Borg, H. M., Borg, K. E., Meliska, C. J., & Bartke, A. (1996) · Nature · doi:10.1038/384033a0 · Cited by 1,091 · see citing works
Selective chemical labeling reveals the genome-wide distribution of 5-hydroxymethylcytosine
Song, C., Szulwach, K. E., Fu, Y., Dai, Q., Yi, C., Li, X., Li, Y., Chen, C.-H., Zhang, W., Jian, X., et al. (2010) · Nature Biotechnology · doi:10.1038/nbt.1732 · Cited by 1,089 · see citing works
TETonic shift: biological roles of TET proteins in DNA demethylation and transcription
Pastor, W. A., Aravind, L., & Rao, A. (2013) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3589 · Cited by 897 · see citing works
Aging of blood can be tracked by DNA methylation changes at just three CpG sites
Weidner, C. I., Lin, Q., Koch, C., Eisele, L., Beier, F., Ziegler, P., Bauerschlag, D., Jöckel, K., Erbel, R., Mühleisen, T., et al. (2014) · Genome Biology · doi:10.1186/gb-2014-15-2-r24 · Cited by 849 · see citing works
Distinct DNA methylomes of newborns and centenarians
Heyn, H., Li, N., Ferreira, H. J., Moran, S., Pisano, D. G., Gomez, A., Diez, J., Sanchez-Mut, J. V., Setien, F., Carmona, F. J., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1120658109 · Cited by 802 · see citing works
5-Hydroxymethylcytosine in the mammalian zygote is linked with epigenetic reprogramming
Wossidlo, M., Nakamura, T., Lepikhov, K., Marques, C. J., Zakhartchenko, V., Boiani, M., Arand, J., Nakano, T., Reik, W., & Walter, J. (2011) · Nature Communications · doi:10.1038/ncomms1240 · Cited by 793 · see citing works
THE QUANTITATIVE SEPARATION OF PURINES, PYRIMIDINES, AND NUCLEOSIDES BY PAPER CHROMATOGRAPHY
Hotchkiss, R. D. (1948) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)57261-6 · Cited by 765 · see citing works
Chromatin Challenges during DNA Replication and Repair
Groth, A., Rocha, W., Verreault, A., & Almouzni, G. (2007) · Cell · doi:10.1016/j.cell.2007.01.030 · Cited by 733 · see citing works
DNA methylation, methyltransferases, and cancer
Robertson, K. D. (2001) · Oncogene · doi:10.1038/sj.onc.1204341 · Cited by 732 · see citing works
Iqbal, K., Jin, S., Pfeifer, G. P., & Szabó, P. E. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014033108 · Cited by 693 · see citing works
Sun, D., Luo, M., Jeong, M., Rodriguez, B., Xia, Z., Hannah, R., Wang, H., Le, T., Faull, K. F., Chen, R., et al. (2014) · Cell Stem Cell · doi:10.1016/j.stem.2014.03.002 · Cited by 686 · see citing works
DNA Methylation Decreases in Aging But Not in Immortal Cells
Wilson, V. L., & Jones, P. A. (1983) · Science · doi:10.1126/science.6844925 · Cited by 649 · see citing works
Hermann, A., Goyal, R., & Jeltsch, A. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m403427200 · Cited by 569 · see citing works
Genomic 5-methyldeoxycytidine decreases with age.
Wilson, V. L., Smith, R. A., Ma, S., & Cutler, R. G. (1987) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)61057-9 · Cited by 521 · see citing works
Beerman, I., Bock, C., Garrison, B. S., Smith, Z. D., Gu, H., Meissner, A., & Rossi, D. J. (2013) · Cell Stem Cell · doi:10.1016/j.stem.2013.01.017 · Cited by 485 · see citing works
Single-cell DNA methylome sequencing and bioinformatic inference of epigenomic cell-state dynamics
Farlik, M., Sheffield, N. C., Nuzzo, A., Datlinger, P., Schönegger, A., Klughammer, J., & Bock, C. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.02.001 · Cited by 422 · see citing works
Fuke, C., Shimabukuro, M., Petronis, A., Sugimoto, J., Oda, T., Miura, K., Miyazaki, T., Ogura, C., Okazaki, Y., & Jinno, Y. (2004) · Annals of Human Genetics · doi:10.1046/j.1529-8817.2004.00081.x · Cited by 399 · see citing works
Using DNA methylation profiling to evaluate biological age and longevity interventions
Petkovich, D. A., Podolskiy, D. I., Lobanov, A. V., Lee, S.-G., Miller, R. A., & Gladyshev, V. N. (2017) · Cell Metabolism · doi:10.1016/j.cmet.2017.03.016 · Cited by 398 · see citing works
Regulation of mammalian DNA methyltransferases: a route to new mechanisms
Denis, H., Ndlovu, ’. N., & Fuks, F. (2011) · EMBO Reports · doi:10.1038/embor.2011.110 · Cited by 391 · see citing works
Multi-tissue DNA methylation age predictor in mouse
BI Ageing Clock Team, Stubbs, T. M., Bonder, M. J., Stark, A.-K., Krueger, F., von Meyenn, F., Stegle, O., & Reik, W. (2017) · Genome Biology · doi:10.1186/s13059-017-1203-5 · Cited by 384 · see citing works
Tet family proteins and 5-hydroxymethylcytosine in development and disease
Tan, L., & Shi, Y. G. (2012) · Development · doi:10.1242/dev.070771 · Cited by 377 · see citing works
Senescent cells harbour features of the cancer epigenome
Cruickshanks, H. A., McBryan, T., Nelson, D. M., VanderKraats, N. D., Shah, P. P., van Tuyn, J., Singh Rai, T., Brock, C., Donahue, G., Dunican, D. S., et al. (2013) · Nature Cell Biology · doi:10.1038/ncb2879 · Cited by 358 · see citing works
Epigenetic regulatory functions of DNA modifications: 5-methylcytosine and beyond
Breiling, A., & Lyko, F. (2015) · Epigenetics & Chromatin · doi:10.1186/s13072-015-0016-6 · Cited by 353 · see citing works
Structure and Function of Eukaryotic DNA Methyltransferases
Chen, T., & Li, E. (2004) · Current topics in developmental biology/Current Topics in Developmental Biology · doi:10.1016/s0070-2153(04)60003-2 · Cited by 322 · see citing works
Wang, T., Tsui, B., Kreisberg, J. F., Robertson, N., Gross, A. M., Yu, M., Carter, H. K., Brown‐Borg, H. M., Adams, P. D., & Ideker, T. E. (2017) · Genome biology · doi:10.1186/s13059-017-1186-2 · Cited by 294 · see citing works
Rescue of aging-associated decline in Dnmt3a2 expression restores cognitive abilities
Oliveira, A. M. M., Hemstedt, T. J., & Bading, H. (2012) · Nature Neuroscience · doi:10.1038/nn.3151 · Cited by 289 · see citing works
Clark, S. J., Smallwood, S. A., Lee, H. J., Krueger, F., Reik, W., & Kelsey, G. (2017) · Nature Protocols · doi:10.1038/nprot.2016.187 · Cited by 270 · see citing works
Occurrence of 5-Methyl-Cytosine in Nucleic Acids
Wyatt, G. R. (1950) · Nature · doi:10.1038/166237b0 · Cited by 238 · see citing works
Hahn, O., Grönke, S., Stubbs, T. M., Ficz, G., Hendrich, O., Krueger, F., Andrews, S., Zhang, Q., Wakelam, M. J. O., Beyer, A., et al. (2017) · Genome biology · doi:10.1186/s13059-017-1187-1 · Cited by 236 · see citing works
Emerging roles of TET proteins and 5-hydroxymethylcytosines in active DNA demethylation and beyond
Guo, J. U., Su, Y., Zhong, C., Ming, G.-L., & Song, H. (2011) · Cell Cycle · doi:10.4161/cc.10.16.17093 · Cited by 235 · see citing works
Nair, S. S., Coolen, M. W., Stirzaker, C., Song, J. Z., Statham, A. L., Strbenac, D., Robinson, M. D., & Clark, S. J. (2011) · Epigenetics · doi:10.4161/epi.6.1.13313 · Cited by 210 · see citing works
The 5-Methylcytosine in DNA of Rats
Vanyushin, B. F., Nemirovskiĭ, L. E., Klimenko, V. V., Vasiliev, V. K., & Belozersky, A. N. (2009) · Gerontologia · doi:10.1159/000211967 · Cited by 184 · see citing works
Cole, J. J., Robertson, N., Rather, M. I., Thomson, J. P., McBryan, T., Sproul, D., Wang, T., Brock, C., Clark, W. A., Ideker, T. E., et al. (2017) · Genome biology · doi:10.1186/s13059-017-1185-3 · Cited by 182 · see citing works
Vanyushin, B. F., Nemirovskiĭ, L. E., Klimenko, V. V., Vasiliev, V. K., & Belozersky, A. N. (1973) · PubMed · Cited by 172 · see citing works
DNA methylation in aging of mice
Singhal, R. P., Mays-Hoopes, L. L., & Eichhorn, G. L. (1987) · Mechanisms of Ageing and Development · doi:10.1016/0047-6374(87)90040-6 · Cited by 156 · see citing works
Romanov, G. A., & Vanyushin, B. F. (1981) · Biochimica et Biophysica Acta (BBA) - Nucleic Acids and Protein Synthesis · doi:10.1016/0005-2787(81)90156-8 · Cited by 145 · see citing works
Effect of aging on 5-hydroxymethylcytosine in the mouse hippocampus
Chen, H., Dzitoyeva, S., & Manev, H. (2012) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-2012-110223 · Cited by 129 · see citing works
Riggs, A. D. (1990) · Philosophical Transactions of the Royal Society of London. B, Biological Sciences · doi:10.1098/rstb.1990.0012 · Cited by 126 · see citing works
Methylation of deoxycytidine incorporated by excision-repair synthesis of DNA
Kastan, M. B., Gowans, B. J., & Lieberman, M. W. (1982) · Cell · doi:10.1016/0092-8674(82)90248-3 · Cited by 116 · see citing works
Stilling, R. M., Benito, E., Barth, J., Gertig, M., Capece, V., Burckhardt, S., Bonn, S., & Fischer, A. (2014) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2014.00373 · Cited by 116 · see citing works
Comprehensive transcriptional landscape of aging mouse liver
White, R. R., Milholland, B., MacRae, S. L., Lin, M., Zheng, D., & Vijg, J. (2015) · BMC Genomics · doi:10.1186/s12864-015-2061-8 · Cited by 113 · see citing works
Tong, Z., Han, C., Qiang, M., et al. (2014) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2014.07.018 · Cited by 112 · see citing works
Gravina, S., Dong, X., Yu, B., & Vijg, J. (2016) · Genome biology · doi:10.1186/s13059-016-1011-3 · Cited by 109 · see citing works
Ono, T., & Cutler, R. G. (1978) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.75.9.4431 · Cited by 99 · see citing works
Aging is associated with highly defined epigenetic changes in the human epidermis
Raddatz, G., Hagemann, S., Aran, D., Söhle, J., Kulkarni, P. P., Kaderali, L., Hellman, A., Winnefeld, M., & Lyko, F. (2013) · Epigenetics & Chromatin · doi:10.1186/1756-8935-6-36 · Cited by 93 · see citing works
Caloric restriction attenuates age-related changes of DNA methyltransferase 3a in mouse hippocampus
Chouliaras, L., van den Hove, D. L. A., Kenis, G., Dela Cruz, J., Lemmens, M. A. M., van Os, J., Steinbusch, H. W. M., Schmitz, C., & Rutten, B. P. F. (2011) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2010.11.016 · Cited by 89 · see citing works
Insufficient DNA methylation affects healthy aging and promotes age-related health problems
Liu, L.-Y., van Groen, T., Kadish, I., Li, Y.-Y., Wang, D.-L., James, S. R., Karpf, A., & Tollefsbol, T. (2011) · Clinical Epigenetics · doi:10.1007/s13148-011-0042-6 · Cited by 85 · see citing works
Prevention of age-related changes in hippocampal levels of 5-methylcytidine by caloric restriction
Chouliaras, L., van den Hove, D. L. A., Kenis, G., Keitel, S., Hof, P. R., van Os, J., Steinbusch, H. W. M., Schmitz, C., & Rutten, B. P. F. (2012) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2011.06.003 · Cited by 78 · see citing works
Ciccarone, F., Malavolta, M., Calabrese, R., Guastafierro, T., Bacalini, M. G., Reale, A., Franceschi, C., Capri, M., Hervonen, A., Hurme, M., et al. (2016) · Aging Cell · doi:10.1111/acel.12485 · Cited by 77 · see citing works
Elsner, V. R., Lovatel, G. A., Moysés, F. D. S., Bertoldi, K., Spindler, C. D. F., Cechinel, L. R., Muotri, A. R., & Siqueira, I. R. (2012) · Experimental Gerontology · doi:10.1016/j.exger.2012.11.011 · Cited by 76 · see citing works
Mei, Y., Jiang, C. H., Wan, Y., Lv, J., Jia, J., Wang, X., Yang, X., & Tong, Z. (2015) · Aging Cell · doi:10.1111/acel.12345 · Cited by 72 · see citing works
Singh, P., & Thakur, M. K. (2014) · Biogerontology · doi:10.1007/s10522-014-9504-5 · Cited by 66 · see citing works
Marchal, C., & Miotto, B. (2014) · Journal of Cellular Physiology · doi:10.1002/jcp.24836 · Cited by 65 · see citing works
Age and gender affect DNMT3a and DNMT3b expression in human liver
Xiao, Y., Word, B. R., Starlard‐Davenport, A., Haefele, A., Lyn‐Cook, B. D., & Hammons, G. (2007) · Cell Biology and Toxicology · doi:10.1007/s10565-007-9035-9 · Cited by 64 · see citing works
Valentini, E., Zampieri, M., Malavolta, M., Bacalini, M. G., Calabrese, R., Guastafierro, T., Reale, A., Franceschi, C., Hervonen, A., Koller, B., et al. (2016) · Aging · doi:10.18632/aging.101022 · Cited by 56 · see citing works
DNA methylation and hydroxymethylation in stem cells
Cheng, Y., Xie, N., Jin, P., & Wang, T. (2015) · Cell Biochemistry and Function · doi:10.1002/cbf.3101 · Cited by 55 · see citing works
Hadad, N., Masser, D. R., Logan, S., Wronowski, B., Mangold, C. A., Clark, N. W., Otalora, L., Unnikrishnan, A., Ford, M. M., Giles, C. B., et al. (2016) · Epigenetics & Chromatin · doi:10.1186/s13072-016-0080-6 · Cited by 48 · see citing works
Self-citationZSNAGY, I., Cutler, R. G., & Semsei, I. (1988) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1988.tb35280.x · Cited by 47 · see citing works
Yung, R. L., Ray, D., Eisenbraun, J. K., et al. (2001) · The Journals of Gerontology Series A · doi:10.1093/gerona/56.6.b268 · Cited by 43 · see citing works
Armstrong, V. L., Rakoczy, S. G., Rojanathammanee, L., & Brown-Borg, H. (2014) · The journals of gerontology. Series A, Biological sciences and medical sciences · doi:10.1093/gerona/glt133 · Cited by 42 · see citing works
Age-Dependent Decrease of DNA Hydroxymethylation in Human T Cells
Trương, T. P., Sakata‐Yanagimoto, M., Yamada, M., Nagae, G., Enami, T., Nakamoto-Matsubara, R., Aburatani, H., & Chiba, S. (2015) · Journal of the Japan Society of the Reticuloendothelial System · doi:10.3960/jslrt.55.1 · Cited by 30 · see citing works
Ray, D., Wu, A., Wilkinson, J. E., Murphy, H. S., Lu, Q., Kluve‐Beckerman, B., Liepnieks, J. J., Benson, M. D., Yung, R. L., & Richardson, B. (2006) · The Journals of Gerontology Series A · doi:10.1093/gerona/61.2.115 · Cited by 30 · see citing works
Fasolino, M., Liu, S., Wang, Y., & Zhou, Z. (2016) · Epigenomics · doi:10.2217/epi-2016-0084 · Cited by 22 · see citing works
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- Authors
- Unnikrishnan, A., Hadad, N., Masser, D. R., Jackson, J., Freeman, W. M., & Richardson, A.
- Affiliations
- University of Oklahoma Health Sciences Center (US)
- Oklahoma City VA Medical Center (US)
- Corresponding author
- Richardson, Arlan
- Venue
- Annals of the New York Academy of Sciences
- Publisher
- Wiley
- Published
- 2018-01-24
- Volume
- 1418
- Issue
- 1
- Pages
- 69-79
- ISSN
- 0077-8923 (ISSN-L)
- 1749-6632
- PMC
- PMC5934293
- OpenAlex
- W2791213438
- Cited by
- 113
- References
- 71
- Citations by year
- 2026: 11 · 2025: 15 · 2024: 25 · 2023: 15 · 2022: 15 · 2021: 8 · 2020: 9 · 2019: 9 · 2018: 5
- FWCI
- 2.76
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Annals of the New York Academy of Sciences (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Oklahoma Center for the Advancement of Science and Technology (HR14‐174)
- National Institutes of Health (AG045693)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Syndromes and Imprinting
- Keywords
- DNA methylation, aging, global DNA methylation, DNA methylation enzymes, gene expression regulation
- MeSH terms
- Aging, Animals, Enzymes, Gene Expression Regulation, Humans, DNA Methylation, Genomics, Mice, Rats
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