KoMethylNet: a novel epigenetic clock based on neural network analysis of DNA methylation data and epigenetic age acceleration in a Korean population.
Abstract
Epigenetic clocks have been extensively investigated in individuals of European ancestry and may be suboptimal in East Asians. We developed a novel epigenetic clock (KoMethylNet) using neural network analysis of DNA methylation (DNAm) data from the Korean population to predict chronological ages.
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Research summary
The paper claims to develop a novel epigenetic clock (KoMethylNet) that predicts chronological ages based on DNA methylation data in a Korean population. This research is relevant as it addresses the biological mechanisms of aging through the development of an epigenetic clock, which can contribute to understanding and potentially mitigating the effects of aging.
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