PRC2 clock: a universal biomarker of aging and rejuvenation
Moqri, M.; Cipriano, A.; Nachun, D.; Murty, T.; de Sena Brandine, G.; Rasouli, S.; Tarkhov, A.; Aberg, K. A.; van den Oord, E. J.; Zhou, W.; Smith, A. D.; Mackall, C.; Gladyshev, V. N.; Horvath, S.; Snyder, M.; Sebastiano, V.
Show abstract
DNA methylation (DNAm) is one of the most reliable biomarkers for aging across many mammalian tissues. While the age-dependent global loss of DNAm has been well characterized, age-dependent DNAm gain is less specified. Multiple studies have demonstrated that polycomb repressive complex 2 (PRC2) targets are enriched among the CpG sites which gain methylation with age. However, a systematic whole-genome examination of all PRC2 targets in the context of aging methylome as well as whether these associations are pan-tissue or tissue-specific is lacking. Here, by analyzing DNAm data from different assays and from multiple young and old human and mouse tissues, we found that low-methylated regions (LMRs) which are highly bound by PRC2 in embryonic stem cells gain methylation with age in all examined somatic mitotic cells. We also estimated that this epigenetic change represents around 90% of the age-dependent DNAm gain genome-wide. Therefore, we propose the "PRC2 clock," defined as the average DNAm in PRC2 LMRs, as a universal biomarker of cellular aging in somatic cells. In addition, we demonstrate the application of this biomarker in the evaluation of different anti-aging interventions, including dietary restriction and partial epigenetic reprogramming.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Expression of Most Retrotransposons in Human Blood Correlates with Biological Aging 97%
- Rat leukocyte population dynamics predicts a window for intervention in aging. 97%
- A mathematical model that predicts human biological age from physiological traits identifies environmental and genetic factors that influence aging 96%
Similar papers in this journal
- Human Aging DNA Methylation Signatures are Conserved but Accelerated in Cultured Fibroblasts 97%
- Spatiotemporal specificity of correlated DNA methylation and gene expression pairs across different human tissues and stages of brain development 95%
- Differential methylation clock ages across buffy coat (BC), peripheral blood mononuclear cells (PBMC), and saliva in individuals approaching midlife 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.