Validation of biomarkers of aging

M Moqri, C Herzog, JR Poganik, K Ying, JN Justice… - Nature medicine, 2024 - nature.com
The search for biomarkers that quantify biological aging (particularly 'omic'-based
biomarkers) has intensified in recent years. Such biomarkers could predict aging-related …

Challenges and recommendations for the translation of biomarkers of aging

Biomarkers of Aging Consortium, CMS Herzog… - Nature Aging, 2024 - nature.com
Biomarkers of aging (BOA) are quantitative parameters that predict biological age and
ideally its changes in response to interventions. In recent years, many promising molecular …

PRC2-AgeIndex as a universal biomarker of aging and rejuvenation

M Moqri, A Cipriano, DJ Simpson, S Rasouli… - Nature …, 2024 - nature.com
DNA methylation (DNAm) is one of the most reliable biomarkers of aging across mammalian
tissues. While the age-dependent global loss of DNAm has been well characterized, DNAm …

Causality-enriched epigenetic age uncouples damage and adaptation

K Ying, H Liu, AE Tarkhov, MC Sadler, AT Lu, M Moqri… - Nature aging, 2024 - nature.com
Abstract Machine learning models based on DNA methylation data can predict biological
age but often lack causal insights. By harnessing large-scale genetic data through …

[HTML][HTML] Longevity biotechnology: bridging AI, biomarkers, geroscience and clinical applications for healthy longevity

YX Lyu, Q Fu, D Wilczok, K Ying, A King… - Aging (Albany …, 2024 - pmc.ncbi.nlm.nih.gov
The recent unprecedented progress in ageing research and drug discovery brings together
fundamental research and clinical applications to advance the goal of promoting healthy …

pyaging: a Python-based compendium of GPU-optimized aging clocks

LP de Lima Camillo - Bioinformatics, 2024 - academic.oup.com
Motivation Aging is intricately linked to diseases and mortality. It is reflected in molecular
changes across various tissues which can be leveraged for the development of biomarkers …

Causal inference for epigenetic ageing

K Ying - Nature Reviews Genetics, 2024 - nature.com
Causal inference for epigenetic ageing | Nature Reviews Genetics Skip to main content Thank
you for visiting nature.com. You are using a browser version with limited support for CSS. To …

[HTML][HTML] Epigenetic Biomarkers Driven by Environmental Toxins Associated with Alzheimer's Disease, Parkinson's Disease, and Amyotrophic Lateral Sclerosis in the …

ME Newell, A Aravindan, A Babbrah, RU Halden - Toxics, 2025 - mdpi.com
Environmental toxins and epigenetic changes have been linked to neurodegenerative
diseases, including Alzheimer's Disease (AD), Parkinson's Disease (PD), and amyotrophic …

estiMAge: development of a DNA methylation clock to estimate the methylation age of single cells

Z Saßmannshausen, L Blank… - Bioinformatics …, 2025 - academic.oup.com
Motivation Since their introduction about 10 years ago, methylation clocks have provided
broad insights into the biological age of different species, tissues, and in the context of …

[PDF][PDF] Poganik

M Moqri, C Herzog - R., ing, K.., ustice,. N., Belsk …, 2024 - scholarlypublications …
The search for biomarkers that quantify biological aging (particularly 'omic'-based
biomarkers) has intensified in recent years. Such biomarkers could predict aging-related …