Disentangling age-dependent DNA methylation: deterministic, stochastic, and nonlinear

O Vershinina, MG Bacalini, A Zaikin, C Franceschi… - Scientific reports, 2021 - nature.com
DNA methylation variability arises due to concurrent genetic and environmental influences.
Each of them is a mixture of regular and noisy sources, whose relative contribution has not …

Differential DNA methylation with age displays both common and dynamic features across human tissues that are influenced by CpG landscape

K Day, LL Waite, A Thalacker-Mercer, A West… - Genome biology, 2013 - Springer
Background DNA methylation is an epigenetic modification that changes with age in human
tissues, although the mechanisms and specificity of this process are still poorly understood …

Making sense of the ageing methylome

K Seale, S Horvath, A Teschendorff, N Eynon… - Nature Reviews …, 2022 - nature.com
Over time, the human DNA methylation landscape accrues substantial damage, which has
been associated with a broad range of age-related diseases, including cardiovascular …

DNA methylation and healthy human aging

MJ Jones, SJ Goodman, MS Kobor - Aging cell, 2015 - Wiley Online Library
The process of aging results in a host of changes at the cellular and molecular levels, which
include senescence, telomere shortening, and changes in gene expression. Epigenetic …

Nonlinear DNA methylation trajectories in aging male mice

M Olecka, A van Bömmel, L Best, M Haase… - Nature …, 2024 - nature.com
Although DNA methylation data yields highly accurate age predictors, little is known about
the dynamics of this quintessential epigenomic biomarker during lifespan. To narrow the …

Mathematical models of DNA methylation dynamics: Implications for health and ageing

L Zagkos, M Mc Auley, J Roberts… - Journal of theoretical …, 2019 - Elsevier
DNA methylation is a key epigenetic process which has been intimately associated with
gene regulation. In recent years growing evidence has associated DNA methylation status …

[HTML][HTML] Counteracting aged DNA methylation states to combat ageing and age-related diseases

A Reale, S Tagliatesta, G Zardo, M Zampieri - Mechanisms of Ageing and …, 2022 - Elsevier
DNA methylation (DNAm) overwrites information about multiple extrinsic factors on the
genome. Age is one of these factors. Age causes characteristic DNAm changes that are …

Nature of epigenetic aging from a single-cell perspective

AE Tarkhov, T Lindstrom-Vautrin, S Zhang, K Ying… - Nature Aging, 2024 - nature.com
Age-related changes in DNA methylation (DNAm) form the basis of the most robust
predictors of age—epigenetic clocks—but a clear mechanistic understanding of exactly …

Data-driven identification and classification of nonlinear aging patterns reveals the landscape of associations between DNA methylation and aging

D Okada, JH Cheng, C Zheng, T Kumaki, R Yamada - Human Genomics, 2023 - Springer
Background Aging affects the incidence of diseases such as cancer and dementia, so the
development of biomarkers for aging is an important research topic in medical science …

[HTML][HTML] DNA methylation dynamics in aging: how far are we from understanding the mechanisms?

F Ciccarone, S Tagliatesta, P Caiafa… - Mechanisms of ageing …, 2018 - Elsevier
DNA methylation is currently the most promising molecular marker for monitoring aging and
predicting life expectancy. However, the mechanisms underlying age-related DNA …