Population specific biomarkers of human aging: a big data study using South Korean, Canadian, and Eastern European patient populations

P Mamoshina, K Kochetov, E Putin… - The Journals of …, 2018 - academic.oup.com
Accurate and physiologically meaningful biomarkers for human aging are key to assessing
antiaging therapies. Given ethnic differences in health, diet, lifestyle, behavior …

[HTML][HTML] The relationship between epigenetic age and the hallmarks of aging in human cells

S Kabacik, D Lowe, L Fransen, M Leonard, SL Ang… - Nature aging, 2022 - nature.com
Epigenetic clocks are mathematically derived age estimators that are based on
combinations of methylation values that change with age at specific CpGs in the genome …

Universal DNA methylation age across mammalian tissues

AT Lu, Z Fei, A Haghani, TR Robeck, JA Zoller, CZ Li… - BioRxiv, 2021 - biorxiv.org
Aging is often perceived as a degenerative process resulting from random accrual of cellular
damage over time. Despite this, age can be accurately estimated by epigenetic clocks based …

Distinguishing between driver and passenger mechanisms of aging

JP de Magalhães - Nature Genetics, 2024 - nature.com
Understanding why we age is a long-standing question, and many mechanistic theories of
aging have been proposed. Owing to limitations in studying the aging process, including a …

[HTML][HTML] Comparative transcriptomics reveals circadian and pluripotency networks as two pillars of longevity regulation

JY Lu, M Simon, Y Zhao, J Ablaeva, N Corson, Y Choi… - Cell metabolism, 2022 - cell.com
Mammals differ more than 100-fold in maximum lifespan. Here, we conducted comparative
transcriptomics on 26 species with diverse lifespans. We identified thousands of genes with …

[HTML][HTML] DeepMAge: a methylation aging clock developed with deep learning

F Galkin, P Mamoshina, K Kochetov… - Aging and …, 2021 - ncbi.nlm.nih.gov
DNA methylation aging clocks have become an invaluable tool in biogerontology research
since their inception in 2013. Today, a variety of machine learning approaches have been …

Proteomics and metabolomics in ageing research: from biomarkers to systems biology

JM Hoffman, Y Lyu, SD Pletcher… - Essays in …, 2017 - portlandpress.com
Age is the single greatest risk factor for a wide range of diseases, and as the mean age of
human populations grows steadily older, the impact of this risk factor grows as well …

Assessment of epigenetic clocks as biomarkers of aging in basic and population research

ME Levine - The Journals of Gerontology: Series A, 2020 - academic.oup.com
The Geoscience paradigm suggests that targeting the aging process could delay or prevent
the risk of multiple major age-related diseases, such as cancer, cardiovascular disease …

Clock work: Deconstructing the epigenetic clock signals in aging, disease, and reprogramming

ME Levine, A Higgins-Chen, K Thrush, C Minteer… - BioRxiv, 2022 - biorxiv.org
Epigenetic clocks have come to be regarded as powerful tools for estimating aging.
However, a major drawback in their application is our lack of mechanistic understanding. We …

[HTML][HTML] Deep biomarkers of human aging: application of deep neural networks to biomarker development

E Putin, P Mamoshina, A Aliper, M Korzinkin… - Aging (albany …, 2016 - ncbi.nlm.nih.gov
One of the major impediments in human aging research is the absence of a comprehensive
and actionable set of biomarkers that may be targeted and measured to track the …