MammalMethylClock R package: Software for DNA Methylation-Based epigenetic clocks in mammals.


Journal

Bioinformatics (Oxford, England)
ISSN: 1367-4811
Titre abrégé: Bioinformatics
Pays: England
ID NLM: 9808944

Informations de publication

Date de publication:
24 Apr 2024
Historique:
received: 25 09 2023
revised: 16 01 2024
accepted: 23 04 2024
medline: 24 4 2024
pubmed: 24 4 2024
entrez: 24 4 2024
Statut: aheadofprint

Résumé

Epigenetic clocks are prediction methods based on DNA methylation levels in a given species or set of species. Defined as multivariate regression models, these DNA methylation-based biomarkers of age or mortality risk are useful in species conservation efforts and in preclinical studies. We present an R package called MammalMethylClock for the construction, assessment, and application of epigenetic clocks in different mammalian species. The R package includes the utility for implementing pre-existing mammalian clocks from the Mammalian Methylation Consortium. The source code and documentation manual for MammalMethylClock, and clock coefficient .csv files that are included within this software package, can be found on Zenodo at https://doi.org/10.5281/zenodo.10971037. Supplementary data are available at Bioinformatics online.

Identifiants

pubmed: 38656974
pii: 7657699
doi: 10.1093/bioinformatics/btae280
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© The Author(s) 2024. Published by Oxford University Press.

Auteurs

Joseph Zoller (J)

Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, USA.

Steve Horvath (S)

Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, USA.
Altos Labs, San Diego, USA.

Classifications MeSH