Accurate Epigenetic Aging in Bottlenose Dolphins (Tursiops truncatus), an Essential Step in the Conservation of at-Risk Dolphins

Abstract

Epigenetics, specifically DNA methylation, allows for the estimation of animal age from blood or remotely sampled skin. This multi-tissue epigenetic age estimation clock uses 110 longitudinal samples from 34 Navy bottlenose dolphins (Tursiops truncatus), identifying 195 cytosine-phosphate-guanine sites associated with chronological aging via cross-validation with one individual left out in each fold (R2 = 0.95). With a median absolute error of 2.5 years, this clock improves age estimation capacity in wild dolphins, helping conservation efforts and enabling a better understanding of population demographics.

Document Details

Document Type
Pub Defense Publication
Publication Date
Aug 06, 2021
Source ID
10.3390/jzbg2030030

Entities

People

  • Abby M McClain
  • Ashley Barratclough
  • Celeste Parry
  • Cynthia R. Smith
  • Enrico Pirotta
  • Forrest M. Gomez
  • Joseph A. Zoller
  • Len Thomas
  • Lori H. Schwacke
  • Ryan Takeshita
  • Steve Horvath
  • Theoni Photopoulou

Organizations

  • National Oceanic and Atmospheric Administration
  • Strategic Environmental Research and Development Program

Tags

Fields of Study

  • Environmental science

Readers

  • Acoustical Oceanography.
  • Manufacturing Engineering.
  • Regression Analysis.