Multi-omic biological age estimation and its correlation with wellness and disease phenotypes: a longitudinal study of 3,558 individuals

JC Earls, N Rappaport, L Heath… - The Journals of …, 2019 - academic.oup.com
Biological age (BA), derived from molecular and physiological measurements, has been
proposed to better predict mortality and disease than chronological age (CA). In the present …

A metabolic signature predicts biological age in mice

A Tomás‐Loba, B Bernardes de Jesus, JM Mato… - Aging cell, 2013 - Wiley Online Library
Our understanding of the mechanisms by which aging is produced is still very limited. Here,
we have determined the sera metabolite profile of 117 wild‐type mice of different genetic …

Cell-type-specific aging clocks to quantify aging and rejuvenation in neurogenic regions of the brain

MT Buckley, ED Sun, BM George, L Liu, N Schaum… - Nature Aging, 2023 - nature.com
The diversity of cell types is a challenge for quantifying aging and its reversal. Here we
develop 'aging clocks' based on single-cell transcriptomics to characterize cell-type-specific …

Gene expression hallmarks of cellular ageing

S Frenk, J Houseley - Biogerontology, 2018 - Springer
Ageing leads to dramatic changes in the physiology of many different tissues resulting in a
spectrum of pathology. Nonetheless, many lines of evidence suggest that ageing is driven …

Profiling epigenetic age in single cells

A Trapp, C Kerepesi, VN Gladyshev - Nature Aging, 2021 - nature.com
DNA methylation dynamics have emerged as a promising biomarker of mammalian aging,
with multivariate machine learning models ('epigenetic clocks') enabling measurement of …

[HTML][HTML] Deep biomarkers of aging and longevity: from research to applications

A Zhavoronkov, R Li, C Ma, P Mamoshina - Aging (Albany NY), 2019 - ncbi.nlm.nih.gov
Multiple recent advances in machine learning enabled computer systems to exceed human
performance in many tasks including voice, text, and speech recognition and complex …

Molecular and physiological manifestations and measurement of aging in humans

SS Khan, BD Singer, DE Vaughan - Aging cell, 2017 - Wiley Online Library
Biological aging is associated with a reduction in the reparative and regenerative potential
in tissues and organs. This reduction manifests as a decreased physiological reserve in …

Aging biomarkers and the brain

AT Higgins-Chen, KL Thrush, ME Levine - Seminars in cell & …, 2021 - Elsevier
Quantifying biological aging is critical for understanding why aging is the primary driver of
morbidity and mortality and for assessing novel therapies to counter pathological aging. In …

Biomarkers of aging for the identification and evaluation of longevity interventions

M Moqri, C Herzog, JR Poganik, J Justice, DW Belsky… - Cell, 2023 - cell.com
With the rapid expansion of aging biology research, the identification and evaluation of
longevity interventions in humans have become key goals of this field. Biomarkers of aging …

Data mining of human plasma proteins generates a multitude of highly predictive aging clocks that reflect different aspects of aging

B Lehallier, MN Shokhirev, T Wyss‐Coray… - Aging cell, 2020 - Wiley Online Library
We previously identified 529 proteins that had been reported by multiple different studies to
change their expression level with age in human plasma. In the present study, we measured …