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ZENODO
Software . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2024
License: CC BY
Data sources: Datacite
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jazoller96/mammalian-methyl-clocks: MammalMethylClock R Package: Software for DNA Methylation-Based Epigenetic Clocks in Mammals

Authors: Joseph Zoller;

jazoller96/mammalian-methyl-clocks: MammalMethylClock R Package: Software for DNA Methylation-Based Epigenetic Clocks in Mammals

Abstract

First release of MammalMethylClock R package Epigenetic clocks are prediction methods that relate cytosine methylation levels at specific genomic sites to chronological age, in a given species or set of species. Defined as multivariate regression models, these DNA methylation-based biomarkers have gained prominence in species conservation efforts and preclinical studies. Once built, these models predict an individual's age from their tissue sample's cytosine methylation profile, with great potential for aging research, disease risk prediction, and gauging intervention impacts. Through the collaborative efforts of our leadership of the Mammalian Methylation Consortium, we describe epigenetic clocks for numerous mammalian species. Our R package includes the utility for implementing these pre-existing mammalian clocks. We present this dedicated R package called MammalMethylClock, designed for the construction, assessment, and application of epigenetic clocks.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average