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

Todd R. Robeck(SeaWorld Entertainment), Zhe Fei(University of California, Los Angeles), Amin Haghani(University of California, Los Angeles), Joseph A. Zoller(University of California, Los Angeles), Caesar Z. Li(University of California, Los Angeles), Karen J. Steinman(SeaWorld Entertainment), Stacy DiRocco(SeaWorld Entertainment), Lydia Staggs(SeaWorld Entertainment), Todd L. Schmitt(SeaWorld Entertainment), Steve Osborn(SeaWorld Entertainment), Gisele Montano(SeaWorld Entertainment), Magdalena Rodríguez, Steve Horvath(University of California, Los Angeles)
Frontiers in Marine Science
September 14, 2021
Cited by 21Open Access
Full Text

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.


Related Papers

No related papers found

Powered by citation graph analysis