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
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.