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Multi-Tissue Methylation Clocks for Age and Sex Estimation in the Common Bottlenose Dolphin

Todd R. Robeck; Zhe Fei; Amin Haghani; Joseph A. Zoller; Caesar Z. Li; Karen J. Steinman; Stacy Dirocco; Lydia Staggs; Todd Schmitt; Steve Osborn; Gisele Montano; Magdalena Rodriguez; Steve Horvath
Frontiers in Marine Science · Vol. 8 · 2021

Abstract

Accurate identification of individual ages within wild bottlenose dolphins ( Tursiops truncatus ) is critical for determining population health and the development of population management strategies. As such, we analyzed DNA methylation (DNAm) patterns by applying a custom methylation array (HorvathMammalMethyl40) to both blood ( n = 140) and skin samples ( n = 87) from known age or approximate age (0–57 years) bottlenose dolphins. We present three bottlenose dolphin specific age estimation clocks using combined blood and skin [48 CpGs, R = 0.93, median absolute error (MAE) = 2.13 years], blood only (64 CpGs, R = 0.97, error = 1.46 years) and skin only (39 CpGs, R = 0.95, error = 2.53). We characterized individual cytosines that correlate with sex and age in dolphins and developed a sex estimator based on 71 CpGs that predicts the sex of any odontocete species with 99.5% accuracy. The presented epigenetic clocks are expected to be useful for conservation efforts and for determining if anthropogenic events affect aging rates in wild populations.

Bibliographic Information

JournalFrontiers in Marine Science
PublisherFrontiers
Publication Date2021-09-14
Publication Year2021
Volume8
Document TypeJournal Article
eISSN2296-7745
DOI10.3389/fmars.2021.713373
SubjectMarine science; fisheries; aquaculture; pollution; ocean observation; policy

Access Information

NARA Access CoverageOA / free full text
Journal Homepagehttps://www.frontiersin.org/journals/marine-science
Publisher PageOpen Publisher Page
This article is openly available from the publisher.