DNA methylation-based measures of biological age: meta-analysis predicting time to death

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1. Current Understanding of DNA Methylation and Age-related Disease
   Eunise M. Aquino, Miles C. Benton, Larisa Margaret Haupt, Heidi G. E. Sutherland, Lyn Robyn Griffiths, Rod A. Lea · 2018 · OBM Genetics
2. Midlife reversibility of early-established biobehavioral risk factors: A research agenda.
   David Reiss, Lisbeth Overgaard Nielsen, Keith M. Godfrey, Bruce S. McEwen, Christine Power, Teresa E. Seeman, Stephen J. Suomi · 2019 · Developmental Psychology
3. DNA Methylation Age Is More Closely Associated With Infection Risk Than Chronological Age in Kidney Transplant Recipients
   Joanna M. D. Schaenman, Xinkai Zhou, Rong Guo, Maura Maria Rossetti, Emily C. Liang, Erik Lawrence Lum, Basmah A. Abdalla, Suphamai Bunnapradist, Phuong‐Thu T. Pham, Gabriel M. Danovitch et al. · 2020 · Transplantation Direct
4. Effect of Long-Term Caloric Restriction on DNA Methylation Measures of Biological Aging in Healthy Adults: CALERIE™ Trial Analysis
   Reem Waziry, DL Corcoran, Kim M. Huffman, MS Kobor, Meeraj Kothari, Virginia B. Kraus, WE Kraus, DTS Lin, Carl F. Pieper, Megan E. Ramaker et al. · 2021 · medRxiv
5. PhenoAgeAccel is associated with all-cause and cardiovascular mortality in patients with diabetes and prediabetes: A cohort study
   Junyu Xi, Zeyu Zhang, Baoluo Hou, Yuqi Wu, Yifei Zhang, Wei Jing Liu · 2025 · Diabetes Research and Clinical Practice
6. Unravelling the genetics and epigenetics of the ageing tumour microenvironment in cancer
   Hariharan Easwaran, Ashani T. Weeraratna · 2025 · Nature reviews. Cancer
7. Occupational Years of Service and Leukocyte Epigenetic Aging
   Jamaji C. Nwanaji‐Enwerem, Andrés Cárdenas, Jaclyn M. Goodrich, Melissa Furlong, Alesia M. Jung, Philip A. Collender, Alberto Juan Caban-Martinez, Casey C. Grant, Shawn C. Beitel, Sally R. Littau et al. · 2023 · Journal of Occupational and Environmental Medicine
8. Healthy Japanese dietary pattern is associated with slower biological aging in older men: WASEDA’S health study
   Takuji Kawamura, Mitsuru Higuchi, Tomoko Ito, Ryoko Kawakami, Chiyoko Usui, Kristen M. McGreevy, Steve Horvath, Zsolt O. Radak, Suguru Torii, Katsuhiko Suzuki et al. · 2024 · Frontiers in Nutrition
9. Aging Clocks, Entropy, and the Challenge of Age Reversal
   Andrei E. Tarkhov, Kirill A. Denisov, Peter O. Fedichev · 2024
10. Neighborhood Stressors and Epigenetic Age Acceleration Among Older Americans
    Eun Young Choi, Jennifer Ailshire · 2024 · The Journals of Gerontology Series B
11. Methylation Biomarkers of Lung Cancer Risk: A Systematic Review and Meta-Analysis
    Jacopo Dolcini, Manuela Chiavarini, Giorgio Firmani, Kasey J. M. Brennan, Andrés Cárdenas, Andrea Baccarelli, Pamela Barbadoro · 2025 · Cancers
12. Editor’s Highlight: Modifying Role of Endothelial Function Gene Variants on the Association of Long-Term PM2.5 Exposure With Blood DNA Methylation Age: The VA Normative Aging Study
    Jamaji C. Nwanaji‐Enwerem, Marie‐Abèle Bind, Lingzhen Dai, Youssef Oulhote, Elena Colicino, Qian Di, Allan C. Just, Lifang Hou, Pantel Vokonas, Brent A. Coull et al. · 2017 · Toxicological Sciences
13. Adaptation to metabolic dysfunction during aging: Making the best of a bad situation
    S. Michal Jazwinski, James C. Jiang, Sangkyu Kim · 2017 · Experimental Gerontology
14. Epigenetics and Aging
    Carolina Soriano‐Tárraga, Jordi Jiménez-Conde, Jaume Roquer · 2019 · Springer eBooks
15. An Epigenetics-Based, Lifestyle Medicine–Driven Approach to Stress Management for Primary Patient Care: Implications for Medical Education
    Jenny Lee, Frank Joseph Papa, Paresh Atu Jaini, Sarah Alpini, Tim Kenny · 2019 · American Journal of Lifestyle Medicine
16. Biomarkers of geroprotection and cardiovascular health: An overview of omics studies and established clinical biomarkers in the context of diet
    Riccardo Secci, Alexander Hartmann, Michael Walter, Hans Jörgen Grabe, Sandra Van der Auwera, Axel Kowald, Daniel H. Palmer, Gerald H Rimbach, Georg Fuellen, Israel Barrantes · 2021 · Critical Reviews in Food Science and Nutrition
17. Epigenetic Clocks
    Alexandra M. Binder, Steve Horvath · 2022 · Springer eBooks
18. On the road to resilience: Epigenetic effects of meditation
    Loredana Verdone, Micaela Caserta, Tal Dotan Ben‐Soussan, Sabrina Venditti · 2023 · Vitamins and hormones
19. Methylation-Based Age Estimation in a Wild Mouse
    Tom J. Little, Aine Niamh O’Toole, Andrew Rambaut, Tamir Chandra, Riccardo Emilio Marioni, Amy B. Pedersen · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
20. An explainable AI framework for interpretable biological age
    Wei Qiu, Hugh Chen, Matt R. Kaeberlein, Su‐In Lee · 2022 · medRxiv
21. Associations Between Epigenetic Age Acceleration and microRNA Expression Among U.S. Firefighters
    Alesia M. Jung, Melissa Furlong, Jaclyn M. Goodrich, Andrés Cárdenas, Shawn C. Beitel, Sally R. Littau, Alberto Juan Caban-Martinez, John J. Gulotta, Darin D. Wallentine, Derek J. Urwin et al. · 2023 · Epigenetics Insights
22. Epigenetics of Ageing and Psychiatric Disorders
    Cezar-Ivan Coliță, Ion Udriștoiu, Diana-Larisa Ancuța, Dirk Matthias Hermann, Daniela Coliță, Eugen Coliță, Daniela Glăvan, Aurel Popa‐Wagner · 2024 · Journal of Integrative Neuroscience
23. Interplay of education and DNA methylation age on cognitive impairment: insights from the Health and Retirement Study
    Erin Bakshis Ware, César Higgins Tejera, Herong Wang, Sean M. Harris, Jonah Fisher, Kelly M. Bakulski · 2024 · GeroScience
24. There Are Multiple Clocks That Time Us: Cross-Sectional and Longitudinal Associations Among 14 Alternative Indicators of Age and Aging
    Johanna Drewelies, Jan Homann, Valentin Max Vetter, Sandra Düzel, Simone Kühn, Laura Deecke, Elisabeth Steinhagen‐Thiessen, Philippe Jawinski, Sebastian A. Markett, Ulman Lindenberger et al. · 2024 · The Journals of Gerontology Series A
25. Human Brain Cell‐Type‐Specific Aging Clocks Based on Single‐Nuclei Transcriptomics
    Chandramouli Muralidharan, Enikő Zakar‐Polyák, Anita Adami, Anna Anoir Abbas, Yogita Sharma, Raquel Garza, Jonas Johansson, Diahann A. M. Atacho, Éva Renner, Miklós Palkovits et al. · 2025 · Advanced Science
26. Serum lead, mercury, manganese, and copper and DNA methylation age among adults in Detroit, Michigan
    Evans K. Lodge, Radhika Dhingra, Chantel L. Martin, Rebecca C. Fry, Alexandra J. White, Cavin K Ward-Caviness, Agaz Hussain Wani, Monica Uddin, Derek E. Wildman, Sandro Galea et al. · 2022 · Current Zoology
27. Resources for functional genomic studies of health and development in nonhuman primates.
    A. Jasinska · 2020 · American Journal of Physical Anthropology
28. DNA methylation perturbations may link altered development and aging in the lung
    Priyadarshini Kachroo, Jarrett D. Morrow, Carrie A. Vyhlidal, Roger Gaedigk, Edwin K. Silverman, Scott T. Weiss, Kelan G. Tantisira, Dawn Lisa DeMeo · 2021 · Aging
29. Differences in DNA Methylation-Based Age Prediction Within Twin Pairs Discordant for Cancer
    Hannes Frederik Bode, Aino Heikkinen, Sara Lundgren, Jaakko A. Kaprio, Miina Ollikainen · 2022 · Twin Research and Human Genetics
30. Aging and obesity prime the methylome and transcriptome of adipose stem cells for disease and dysfunction
    Shaojun Xie, Sulbha Choudhari, Chia‐Lung Wu, Karen Abramson, David L. Corcoran, Simon G. Gregory, Jyothi Thimmapuram, Farshid Guilak, Dianne Little · 2023 · The FASEB Journal
31. Association of DNA methylation signatures with premature ageing and cardiovascular death in patients with end-stage kidney disease: a pilot epigenome-wide association study
    Keiichi Sumida, Khyobeni Mozhui, Xiaoyu Liang, Yamini Mallisetty, Zhongji Han, Csaba Pal Kovesdy · 2023 · Epigenetics
32. Epigenetic Aging and Musculoskeletal Outcomes in a Cohort of Women Living With HIV
    Stephanie Shiau, Francesca Zumpano, Ziyi Wang, Jayesh Shah, Phyllis C. Tien, Ryan D. Ross, Anjali Sharma, Michael T. Yin · 2024 · The Journal of Infectious Diseases
33. Cerebrospinal fluid proteomic profile of frailty: Results from the PROLIPHYC cohort
    Sophie Guillotin, Amit Fulzele, Alexandra Vallet, Anne Gonzalez de Peredo, Emmanuelle Mouton‐Barbosa, Philippe Cestac, Sandrine Andrieu, Odile Burlet‐Schiltz, Nicolas Delcourt, Eric Albert Schmidt · 2024 · Aging Cell
34. The effect of epigenetic aging on neurodegenerative diseases: a Mendelian randomization study
    Jingqi Fan, Qing Liu, Xin Liu, Mengjiao Gong, Ian I. Leong, YauKeung Tsang, Xiaoyan Xu, Suying Lei, Lining Duan, Yifan Zhang et al. · 2024 · Frontiers in Endocrinology
35. Reliable detection of stochastic epigenetic mutations and associations with cardiovascular aging
    Yaroslav Markov, Morgan E. Levine, Albert Higgins‐Chen · 2024 · GeroScience
36. Chemotherapy-induced acceleration of DNA methylation-based biological age in breast cancer
    Drew Robert Nannini, Rene Cortese, Christopher D VonTungeln, Gerhard Carl Hildebrandt · 2024 · Epigenetics
37. DNA methylation in peripheral blood is associated with renal aging and renal function decline: a national community study
    Po-Lung Yang, Tai‐Shuan Lai, Yu‐Hsiang Chou, Liang‐Chuan Lai, Shuei‐Liong Lin, Yung‐Ming Chen · 2024 · Clinical Epigenetics
38. Dissecting the impact of differentiation stage, replicative history, and cell type composition on epigenetic clocks
    Rebecca A. Gorelov, Aaron I. Weiner, Aaron J. Huebner, Masaki Yagi, Amin Haghani, Robert T. Brooke, Steve Horvath, Konrad Hochedlinger · 2024 · Stem Cell Reports
39. Sleep disturbances, shift work, and epigenetic ageing in working-age adults: findings from the Young Finns study
    Ida Autio, Aino I. L. Saarinen, Saara Marttila, Emma Raitoharju, Pashupati Prasad Mishra, Nina Mononen, Mika A. P. Kähönen, Liisa Keltikangas‐Järvinen, Olli Tuomas Raitakari, Terho J. Lehtimäki · 2025 · Clinical Epigenetics
40. Designing Epigenetic Clocks for Wildlife Research
    Levi Newediuk, Evan S. Richardson, Alyssa M. Bohart, Amélie Roberto‐Charron, Colin J. Garroway, Meaghan J. Jones · 2025 · Molecular Ecology Resources
41. Accelerated Epigenetic Age in Normal Cognitive Aging of Korean Community-Dwelling Older Adults
    Jongmin Park, Chang Won Won, Leorey N. Saligan, Youn‐Jung Kim, Yoonju Kim, Nada Lukkahatai · 2021 · Biological Research For Nursing
42. The Impact of Stress Within and Across Generations: Neuroscientific and Epigenetic Considerations
    Christopher W. T. Miller · 2021 · Harvard Review of Psychiatry
43. SARS-CoV-2 Morbidity in the CNS and the Aged Brain Specific Vulnerability
    Tiziana Casoli · 2022 · International Journal of Molecular Sciences
44. HPA-axis dysregulation is not associated with accelerated epigenetic aging in patients with hypersexual disorder
    Adrian E. Desai Boström, Peter Sven Göran Andersson, Andreas Chatzittofis, Josephine Savard, Mathias Rask‐Andersen, Katarina Görts Öberg, Stefan Arver, Jussi Jokinen · 2022 · Psychoneuroendocrinology
45. Association of lifestyle with deep learning predicted electrocardiographic age
    Cuili Zhang, Xiao Miao, Biqi Wang, ROBERT JOSEPH THOMAS, Antônio H. Ribeiro, Luísa Campos Caldeira Brant, Antônio Luiz Pinho Ribeiro, Honghuang Lin · 2023 · Frontiers in Cardiovascular Medicine
46. An evidence-based debate on epigenetics and immunosenescence in COVID-19
    Claudio Napoli A, Enrico Coscioni, Ugo Trama, Maria Grazia Strozziero, Giuditta Benincasa · 2023 · Current Research in Immunology
47. Associations of prenatal one-carbon metabolism nutrients and metals with epigenetic aging biomarkers at birth and in childhood in a US cohort
    Anne K. Bozack, Sheryl L. Rifas‐Shiman, Andrea Baccarelli, Robert O. Wright, Diane R. Gold, Emily Oken, Marie‐France Hivert, Andrés Cárdenas · 2024 · Aging
48. Molecular Aging Markers in Patients with Klinefelter Syndrome
    Eva Pohl, Sina Muschal, Sabine Kliesch, Michael Zitzmann, Julia Rohayem, Jörg Gromoll, Sandra Laurentino · 2020 · Aging and Disease
49. The Illumina Infinium methylation assay for genome-wide methylation analyses
    Kazuhiko Nakabayashi · 2020 · Elsevier eBooks
50. Cumulative risks predict epigenetic age in adult survivors of extremely low birth weight
    Karen J. Mathewson, Patrick O. McGowan, Wilfred C. de Vega, Katherine Mary Morrison, Saroj Saigal, Ryan J. Van Lieshout, Louis A. Schmidt · 2021 · Developmental Psychobiology
51. Age-specific oncogenic pathways in head and neck squamous cell carcinoma - are elderly a different subcategory?
    Martine Froukje van der Kamp, Gyorgy Bela Halmos, Victor Guryev, Peter L. Horvatovich, Ed M. D. Schuuring, Bernard F. A. M. van der Laan, Bert van der Vegt, Boudewijn E. C. Plaat, Cornelia Johanna Verhoeven · 2022 · Cellular Oncology
52. The Relationship between Epigenetic Age and Myocardial Infarction/Acute Coronary Syndrome in a Population-Based Nested Case-Control Study
    Sofia K. Malyutina, Olga Chervova, Taavi Tillmann, V. N. Maximov, Andrew N. Ryabikov, В. В. Гафаров, Jaroslav Alois Hubacek, Hynek Pikhart, Stephan Beck, Martin Bobák · 2022 · Journal of Personalized Medicine
53. A Clinical Trial Using Methylation Age to Evaluate Current Antiaging Practices
    Josh Mitteldorf · 2018 · Rejuvenation Research
54. Association of 4 epigenetic clocks with measures of functional health, cognition, and all-cause mortality in The Irish Longitudinal Study on Ageing (TILDA)
    Cathal McCrory, Giovanni Fiorito, Belinda Hernández, Silvia Polidoro, Aisling M O’Halloran, Ann M. Hever, Clíona Ní Cheallaigh, Ake Tzu-Hui Lu, Steve Horvath, Paolo Vineis et al. · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
55. Decreased but persistent epigenetic age acceleration is associated with changes in T-cell subsets after initiation of highly active antiretroviral therapy in persons living with HIV
    Mary Elizabeth Sehl, Elizabeth Crabb Breen, Roger Shih, Fengxue Li, Joshua Zhang, Peter Langfelder, Steve Horvath, Jay H. Bream, Priya Duggal, Jeremy James Martinson et al. · 2024 · Frontiers in Bioinformatics
56. MIAMI-AD (Methylation in Aging and Methylation in AD): an integrative knowledgebase that facilitates explorations of DNA methylation across sex, aging, and Alzheimer’s disease
    David Lukacsovich, Deirdre M. O'Shea, Han-Chen Huang, Wei Zhang, J. Young, X. Chen, Sven-Thorsten Dietrich, Brian W. Kunkle, E. Martin, Lily Wang · 2023 · medRxiv
57. Network modeling and topology of aging
    Feng Li, Dengcheng Yang, Sinan Wu, Chengwen Xue, Mengmeng Sang, Xiang Liu, Jincan Che, Jie Wu, Claudia Gragnoli, Christopher H. Griffin et al. · 2024 · Physics Reports
58. Molecular Mechanisms Underlying Atherosclerosis and Current Advances in Targeted Therapeutics
    Bo Jie Zhu · 2026 · International Journal of Molecular Sciences
59. Biological Aging for Risk Prediction of First-Ever Intracerebral Hemorrhage and Cerebral Infarction in Advanced Age
    Reem Waziry, Albert Hofman D, Mohsen Ghanbari, Henning W. Tiemeier, M. Arfan Ikram, Anand Viswanathan, Jaco M. Klap, M. Kamran Ikram, Jaap Goudsmit · 2022 · Journal of Stroke and Cerebrovascular Diseases
60. Increased epigenetic age acceleration in the hidradenitis suppurativa skin
    Danitza Lukac, Kyla Pagani, Philip A. Collender, Raj P. Fadadu, Andrés Cárdenas, Jean S. McGee · 2022 · Archives of Dermatological Research
61. Relationships of Long-Term Smoking and Moist Snuff Consumption With a DNA Methylation Age Relevant Smoking Index: An Analysis in Buccal Cells
    Jamaji C. Nwanaji‐Enwerem, Andrés Cárdenas, Peter Ray Chai, Marc G. Weisskopf, Andrea Baccarelli, Edward W. Boyer · 2018 · Nicotine & Tobacco Research
62. Coordination in the unfolded protein response during aging in outbred deer mice
    Elham Soltanmohammadi, Elena Farmaki, Youwen Zhang, Asieh Naderi, Vimala Kaza, Ioulia Chatzistamou, Hippokratis Kiaris · 2020 · Experimental Gerontology
63. Age group DNA methylation differences in lemon sharks (Negaprion brevirostris): Implications for future age estimation tools
    Andria Paige Beal, Serena Hackerott, Kevin Andrew Feldheim, Samuel H. Gruber, Jose Maria Eirin-Lopez · 2022 · Ecology and Evolution
64. Applications of high-throughput ‘omics’ data in the study of frailty
    Wen Lei, Yudai Xu, Jun Su, Cheong‐Meng Chong, Huanxing Su, Oscar Junhong Luo, Evandro Fei Fang, Zhijun Bao, Guobing Chen · 2019 · Translational Medicine of Aging
65. Optimism is not associated with two indicators of DNA methylation aging
    Eric S. Kim, K. Fong, L. Lee, A. Spiro, J. Schwartz, E. Whitsel, S. Horvath, Cui-Cui Wang, L. Hou, A. Baccarelli et al. · 2019 · Aging
66. DNA methylation clocks show slower progression of aging in naked mole-rat queens
    Steve Horvath, Amin Haghani, Nicholas Macoretta, Julia Ablaeva, Joseph Alan Zoller, Caesar Z. Li, Joshua Zhang, Masaki Takasugi, Yang Zhao, Elena B. Rydkina et al. · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
67. Age-associated DNA methylation changes in <i>Xenopus</i> frogs
    Morselli, Marco, Bennett, Ronan, Shaidani, Nikko-Ideen, Horb, Marko, Peshkin, Leonid, Pellegrini, Matteo · 2023 · Epigenetics
68. Predicting mild cognitive impairments from cognitively normal brains using a novel brain age estimation model based on structural magnetic resonance imaging
    Uk-Su Choi, Jun Young Park, Jang Jae Lee, Kyu Yeong Choi, Sungho Won, Kun Ho Lee · 2023 · Cerebral Cortex
69. Decoding Clonal Hematopoiesis: Emerging Themes and Novel Mechanistic Insights
    Shalmali Pendse, Dirk Loeffler · 2024 · Cancers
70. Greater residential greenness is associated with reduced epigenetic aging in adults
    Andrey I. Egorov, Shannon M. Griffin, Jo Klein, Wei Guo, Jennifer N. Styles, Jason Kobylanski, Mark S. Murphy, Elizabeth Sams, Edward Hudgens, Timothy J. Wade · 2025 · Scientific Reports
71. Associations between shift work and biological age acceleration: A population-based study
    Jianing Wang, Wei Hu, Bao-Peng Liu, Cun-Xian Jia · 2025 · GeroScience
72. Functionally enriched epigenetic clocks reveal tissue-specific discordant aging patterns in individuals with cancer
    Chiara Maria Stella Herzog, Elisa Redl, J. James E. Barrett, Sepideh Aminzadeh-Gohari, Daniela D. Weber, Julia Tevini, Roland Lang, Barbara Kofler, Martin Widschwendter · 2025 · Communications Medicine
73. PTSD and epigenetic aging: a longitudinal meta-analysis
    Xiang Zhao, Şeyma Katrinli, Beth M. McCormick, Mark W. Miller, Nicole R. Nugent, Agaz Hussain Wani, Anthony S. Zannas, Allison E. Aiello, Dewleen G. Baker, Marco P. Boks et al. · 2025 · Psychological Medicine
74. Cumulative risk exposure and child cellular aging in a Dutch low‐risk community sample
    Roseriet Beijers, Ilse ten Thije, Emma Bolhuis, Kieran J. O’Donnell, Marieke S. Tollenaar, Idan Shalev, Waylon James Hastings, Julia L. MacIsaac, David T S Lin, Michael Joseph Meaney et al. · 2022 · Psychophysiology
75. Persistent accelerated epigenetic ageing in a longitudinal cohort of vertically infected HIV-positive adolescents
    Sarah J. Heany, Andrew J. Levine, Maia Lesosky, Nicole J Phillips, Jean‐Paul Fouché, Landon Myer, Heather Joy Zar, Dan Joseph Stein, Steve Horvath, Jacqueline Hoare · 2023 · Journal of NeuroVirology
76. Transcriptomics age acceleration in prolonged treated HIV infection
    Flora Mikaeloff, Marco Gelpi, Alejandra Escós, Andreas Dehlbæk Knudsen, Julie Høgh, Thomas Benfield, João Pedro de Magalhães, Susanne Dam Nielsen, Ujjwal Neogi · 2023 · Aging Cell
77. Relationships of depression and antidepressant use with epigenetic age acceleration and all-cause mortality among postmenopausal women
    May A. Beydoun, Hind A. Beydoun, Jason J. Ashe, Michael F. Georgescu, Steve Horvath, Ake Tzu-Hui Lu, Anthony S. Zannas, Aladdin H. Shadyab, Su Yon Jung, Sylvia W Wassertheil-Smoller et al. · 2024 · Aging
78. Prenatal Maternal Occupation and Child Epigenetic Age Acceleration in an Agricultural Region
    Saher Daredia, Anne K. Bozack, Corinne A. Riddell, Robert B. Gunier, Kim G. Harley, Asa Bradman, Brenda Eskenazi, Nina Holland, Julianna Deardorff, Andrés Cárdenas · 2024 · JAMA Network Open
79. Mind the Gap: Does Brain Age Improve Alzheimer’s Disease Prediction?
    Trevor Wei Kiat Tan, Kim‐Ngan Nguyen, Chen Zhang, Ru Kong, Susan F Cheng, Fang Ji, Joanna Su Xian Chong, Eddie Jun Yi Chong, Narayanaswamy Venketasubramanian, Csaba Orbán et al. · 2025 · Human Brain Mapping
80. Prediction of Lung Function in Adolescence Using Epigenetic Aging: A Machine Learning Approach
    Md Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman, Syed Hasan Arshad, John W. Holloway, Faisal Ibne Rezwan · 2020 · Methods and Protocols
81. Maternal epigenetic clocks measured during pregnancy do not predict gestational age at delivery or offspring birth outcomes: a replication study in metropolitan Cebu, Philippines
    Calen Patrick Ryan, Raviraj J. Rege, Nanette R. Lee, Delia B. Carba, Michael Steffen Kobor, Julie L. MacIsaac, David S Lin, Parmida Atashzay, Christopher W. Kuzawa · 2022 · Clinical Epigenetics
82. Evaluation of different computational methods for DNA methylation-based biological age
    Pietro Di Lena, Claudia Sala, Christine Nardini · 2022 · Briefings in Bioinformatics
83. Interrelationships and determinants of aging biomarkers in cord blood
    Brigitte Reimann, Dries S. Martens, Congrong Wang, Akram Ghantous, Zdenko Herceg, Michelle Plusquin, Tim S. Nawrot · 2022 · Journal of Translational Medicine
84. Exploring the relationship between DNA methylation age measures and psychoneurological symptoms in women with early-stage breast cancer
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85. Childhood sleep health and epigenetic age acceleration in late adolescence: Cross‐sectional and longitudinal analyses
    David Balfour, Phillip E. Melton, Joanne Alexandra McVeigh, Rae‐Chi Huang, Peter R. Eastwood, Sian E. Wanstall, Amy C. Reynolds, Sarah Cohen‐Woods · 2023 · Acta Paediatrica
86. Characterisation of ethnic differences in DNA methylation between UK resident South Asians and Europeans
    Hannah R. Elliott, Kimberley Burrows, Josine L. Min, Therese Tillin, Dan Mason, John Wright, Gillian Santorelli, George Davey Smith, Debbie A. Lawlor, Alun David Hughes et al. · 2022 · medRxiv
87. Common DNA sequence variation influences epigenetic aging in African populations
    Gillian L. Meeks, B. Scelza, Hana M. Asnake, S. Prall, E. Patin, A. Froment, M. Fagny, L. Quintana-Murci, B. Henn, S. Gopalan · 2024 · bioRxiv
88. Epigenetic aging in older people living with HIV in Eswatini: a pilot study of HIV and lifestyle factors and epigenetic aging
    Christian K. Dye, Haotian Wu, Gabriela L. Jackson, Altaye Kidane, Rejoice Nkambule, Nomthandazo Lukhele, Bongiwe Prudence Malinga, Rhinos Chekenyere, Wafaa M. El-Sadr, Andrea Baccarelli et al. · 2024 · Clinical Epigenetics
89. Retirement Makes You Old? Causal Effect of Retirement on Biological Age
    Shiro Furuya, Jason M. Fletcher · 2024 · Demography
90. Non-pharmaceutical interventions and epigenetic aging in adults: Protocol for a scoping review
    Alina Liebich, Shenglin Zheng, Theresa Schachner, Jacqueline Louise Mair, Mia Jovanova, Falk Müller‐Riemenschneider, Tobias Kowatsch · 2024 · PLoS ONE
91. Association between wildfire-related PM2.5 and epigenetic aging: A twin and family study in Australia
    Yao Yu Wu, Rongbin Xu, Shanshan Li, Bo Wen, Melissa C. Southey, Pierre‐Antoine Dugué, John Llewelyn Hopper, Michael John Abramson, Shuai Li, Yuming Guo · 2024 · Journal of Hazardous Materials
92. Biological age: problems and prospects. Literature review
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93. Cross-sectional associations of epigenetic clocks with intrinsic capacity and functional ability in older adults with frailty and cognitive impairment: the COGFRAIL study
    Pedro L. Valenzuela, Juan Luis Sánchez‐Sánchez, Paul Bensadoun, Jean-Marc Lemaı̂tre, Bruno J. Vellas, Sandrine Sourdet, Philipe de Souto Barreto · 2025 · GeroScience
94. Sleep patterns and DNA methylation age acceleration in middle-aged and older Chinese adults
    Tingyue Diao, Kang Liu, Lue Zhou, Qiu-Hong Wang, Junrui Lyu, Ziwei Zhu, Fuchao Chen, Wengang Qin, Handong Yang, Chaolong Wang et al. · 2025 · Clinical Epigenetics
95. Biological Ageing Acceleration and Functional Capacities Across the Lifespan in the INSPIRE‐T Cohort
    Juan Luis Sánchez‐Sánchez, Bruno J. Vellas, Sophie Guyonnet, Paul Bensadoun, Jean-Marc Lemaı̂tre, Matías Fuentealba, Fabien Pillard, Yves Rolland, David Furman, Philipe de Souto Barreto · 2025 · Journal of Cachexia Sarcopenia and Muscle
96. Epigenetic clocks and longitudinal plasma biomarkers of Alzheimer's disease
    Bowei Zhang, Linda K. McEvoy, Steve Nguyen, Mark Andrew Espeland, Stephen R. Rapp, Steve Horvath, Ake Tzu-Hui Lu, Andrea Z. LaCroix, Caroline M. Nievergelt, Adam X. Maihofer et al. · 2025 · Alzheimer s & Dementia
97. Epigenetic aging and lifespan reflect reproductive history in the Finnish Twin Cohort
    Mikaela Hukkanen, Anna Kankaanpää, Aino Heikkinen, Jaakko A. Kaprio, Robin Cristofari, Miina Ollikainen · 2026 · Nature Communications
98. A biological age model based on physical examination data to predict mortality in a Chinese population
    Qingqing Jia, Chen Chen, Andi Xu, Sicong Wang, Xiaojie He, Guo‐Li Shen, Yihong Luo, Huakang Tu, Ting Sun, Xifeng Wu · 2024 · iScience
99. Adverse Childhood Experiences and Accelerated Epigenetic Aging in the Hispanic Community Health Study/Study of Latinos: Nativity as an Effect Modifier
    Yinxian Chen, Sarina Abrishamcar, Sheroi Johnson, Jasmine Ko Aqua, Christian K. Dye, Maria Magdalena Llabre, Linda C. Gallo, Krista M. Pereira, Martha L. Daviglus, Maria Argos et al. · 2025 · Psychoneuroendocrinology
100. Investigation of accelerated epigenetic aging in individuals suffering from schizophrenia in the context of lifetime suicide attempt
     Richie Jeremian, Ali Bani‐Fatemi, John S. Strauss, Samia Tasmim, Oluwagbenga O. Dada, Ariel Graff‐Guerrero, Philip Gerretsen, Vincenzo De Luca · 2019 · Schizophrenia Research