Article

Machine learning predicts lifespan and underlying causes of death in aging <i>C. elegans</i>

2024-03-25

Abstract excerpt

Senescence (aging) leads to senescent pathology that causes death, and genes control aging by determining such pathology. Here we investigate how senescent pathology mediates the effect of genotype on lifespan in C. elegans by means of a data-driven approach, using machine learning (ML). To achieve this we gathered extensive data on how diverse determinants of lifespan (sex, nutrition, genotype) affect patterns o...

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Literature Corpus work: 7c9f8a19-23b7-5588-9f1d-9aabf9007b06
DOI: 10.1101/2024.03.20.585803

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