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An epigenetic clock to estimate the age of living beluga whales

DNA methylation data facilitate the development of accurate molecular estimators of chronological age or “epigenetic clocks.” We present a robust epigenetic clock for the beluga whale, Delphinapterus leucas, developed for an endangered population in Cook Inlet, Alaska, USA. We used a custom methylat...

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Autores principales: Bors, Eleanor K., Baker, C. Scott, Wade, Paul R., O'Neill, Kaimyn B., Shelden, Kim E. W., Thompson, Michael J., Fei, Zhe, Jarman, Simon, Horvath, Steve
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8127720/
https://www.ncbi.nlm.nih.gov/pubmed/34025766
http://dx.doi.org/10.1111/eva.13195
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author Bors, Eleanor K.
Baker, C. Scott
Wade, Paul R.
O'Neill, Kaimyn B.
Shelden, Kim E. W.
Thompson, Michael J.
Fei, Zhe
Jarman, Simon
Horvath, Steve
author_facet Bors, Eleanor K.
Baker, C. Scott
Wade, Paul R.
O'Neill, Kaimyn B.
Shelden, Kim E. W.
Thompson, Michael J.
Fei, Zhe
Jarman, Simon
Horvath, Steve
author_sort Bors, Eleanor K.
collection PubMed
description DNA methylation data facilitate the development of accurate molecular estimators of chronological age or “epigenetic clocks.” We present a robust epigenetic clock for the beluga whale, Delphinapterus leucas, developed for an endangered population in Cook Inlet, Alaska, USA. We used a custom methylation array to measure methylation levels at 37,491 cytosine–guanine sites (CpGs) from skin samples of dead whales (n = 67) whose chronological ages were estimated based on tooth growth layer groups. Using these calibration data, a penalized regression model selected 23 CpGs, providing an R (2) = 0.92 for the training data; and an R (2) = 0.74 and median absolute age error = 2.9 years for the leave one out cross‐validation. We applied the epigenetic clock to an independent dataset of 38 skin samples collected with a biopsy dart from living whales between 2016 and 2018. Age estimates ranged from 11 to 27 years. We also report sex correlations in CpG data and describe an approach of identifying the sex of an animal using DNA methylation. The epigenetic estimators of age and sex presented here have broad applications for conservation and management of Cook Inlet beluga whales and potentially other cetaceans.
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spelling pubmed-81277202021-05-21 An epigenetic clock to estimate the age of living beluga whales Bors, Eleanor K. Baker, C. Scott Wade, Paul R. O'Neill, Kaimyn B. Shelden, Kim E. W. Thompson, Michael J. Fei, Zhe Jarman, Simon Horvath, Steve Evol Appl Original Articles DNA methylation data facilitate the development of accurate molecular estimators of chronological age or “epigenetic clocks.” We present a robust epigenetic clock for the beluga whale, Delphinapterus leucas, developed for an endangered population in Cook Inlet, Alaska, USA. We used a custom methylation array to measure methylation levels at 37,491 cytosine–guanine sites (CpGs) from skin samples of dead whales (n = 67) whose chronological ages were estimated based on tooth growth layer groups. Using these calibration data, a penalized regression model selected 23 CpGs, providing an R (2) = 0.92 for the training data; and an R (2) = 0.74 and median absolute age error = 2.9 years for the leave one out cross‐validation. We applied the epigenetic clock to an independent dataset of 38 skin samples collected with a biopsy dart from living whales between 2016 and 2018. Age estimates ranged from 11 to 27 years. We also report sex correlations in CpG data and describe an approach of identifying the sex of an animal using DNA methylation. The epigenetic estimators of age and sex presented here have broad applications for conservation and management of Cook Inlet beluga whales and potentially other cetaceans. John Wiley and Sons Inc. 2021-02-03 /pmc/articles/PMC8127720/ /pubmed/34025766 http://dx.doi.org/10.1111/eva.13195 Text en © 2021 The Authors. Evolutionary Applications published by John Wiley & Sons Ltd https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Bors, Eleanor K.
Baker, C. Scott
Wade, Paul R.
O'Neill, Kaimyn B.
Shelden, Kim E. W.
Thompson, Michael J.
Fei, Zhe
Jarman, Simon
Horvath, Steve
An epigenetic clock to estimate the age of living beluga whales
title An epigenetic clock to estimate the age of living beluga whales
title_full An epigenetic clock to estimate the age of living beluga whales
title_fullStr An epigenetic clock to estimate the age of living beluga whales
title_full_unstemmed An epigenetic clock to estimate the age of living beluga whales
title_short An epigenetic clock to estimate the age of living beluga whales
title_sort epigenetic clock to estimate the age of living beluga whales
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8127720/
https://www.ncbi.nlm.nih.gov/pubmed/34025766
http://dx.doi.org/10.1111/eva.13195
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