Epigenetic aging of Māui and Hector's dolphins

The age of an individual is an essential demographic parameter but is difficult to estimate without long-term monitoring or invasive sampling. Epigenetic approaches are increasingly used to age organisms, including non-model organisms such as cetaceans. Māui dolphins ( Cephalorhynchus hectori maui )...

Full description

Bibliographic Details
Main Authors: Hernandez, Keith, Baker, Scott, Horvath, Steve, Constantine, Rochelle
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2024
Subjects:
Online Access:https://doi.org/10.5061/dryad.hx3ffbgm3
id ftzenodo:oai:zenodo.org:10573936
record_format openpolar
spelling ftzenodo:oai:zenodo.org:10573936 2024-09-15T17:59:01+00:00 Epigenetic aging of Māui and Hector's dolphins Hernandez, Keith Baker, Scott Horvath, Steve Constantine, Rochelle 2024-01-26 https://doi.org/10.5061/dryad.hx3ffbgm3 unknown Zenodo https://doi.org/10.1002/ece3.10562 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE242072 https://doi.org/10.5281/zenodo.8322305 https://zenodo.org/communities/dryad https://doi.org/10.5061/dryad.hx3ffbgm3 oai:zenodo.org:10573936 info:eu-repo/semantics/openAccess Creative Commons Zero v1.0 Universal https://creativecommons.org/publicdomain/zero/1.0/legalcode Epigenetics DNA methylation Population dynamics Cephalorhynchus dolpins Aging Nature and Landscape Conservation Ecology Evolution Behavior and Systematics info:eu-repo/semantics/other 2024 ftzenodo https://doi.org/10.5061/dryad.hx3ffbgm310.1002/ece3.1056210.5281/zenodo.8322305 2024-07-26T23:57:26Z The age of an individual is an essential demographic parameter but is difficult to estimate without long-term monitoring or invasive sampling. Epigenetic approaches are increasingly used to age organisms, including non-model organisms such as cetaceans. Māui dolphins ( Cephalorhynchus hectori maui ) are a critically endangered subspecies endemic to Aotearoa New Zealand, and the age structure of this population is important for informing conservation. Here we present an epigenetic clock for aging Māui and Hector's dolphins ( C. h. hectori ) developed from methylation data using DNA from tooth aged individuals ( n = 48). Based on this training dataset, the optimal model required only eight methylation sites, provided an age correlation of 0.95, and had a median absolute age error of 1.54 years. A leave-one-out cross-validation analysis with the same parameters resulted in an age correlation of 0.87 and median absolute age error of 2.09 years. To improve age estimate, we included previously published beluga whale ( Delphinapterus leucas ) data to develop a joint beluga/dolphin clock, resulting in a clock with comparable performance and improved estimation of older individuals. Application of the models to DNA from skin biopsy samples of living Māui dolphins revealed a shift in the median age of 8–9 years to a younger population aged 7–8 years 10 years later. These models could be applied to other dolphin species and demonstrate the ability to construct a clock even when the number of known age samples is limited, removing this impediment to estimating demographic parameters vital to the conservation of critically endangered species. Funding provided by: Fisheries New Zealand* Crossref Funder Registry ID: Award Number: Funding provided by: Department of Conservation Crossref Funder Registry ID: https://ror.org/03mh7j916 Award Number: Funding provided by: Schlumberger (Netherlands) Crossref Funder Registry ID: https://ror.org/03daw3m97 Award Number: Other/Unknown Material Beluga Beluga whale Beluga* Delphinapterus leucas Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
topic Epigenetics
DNA methylation
Population dynamics
Cephalorhynchus dolpins
Aging
Nature and Landscape Conservation
Ecology
Evolution
Behavior and Systematics
spellingShingle Epigenetics
DNA methylation
Population dynamics
Cephalorhynchus dolpins
Aging
Nature and Landscape Conservation
Ecology
Evolution
Behavior and Systematics
Hernandez, Keith
Baker, Scott
Horvath, Steve
Constantine, Rochelle
Epigenetic aging of Māui and Hector's dolphins
topic_facet Epigenetics
DNA methylation
Population dynamics
Cephalorhynchus dolpins
Aging
Nature and Landscape Conservation
Ecology
Evolution
Behavior and Systematics
description The age of an individual is an essential demographic parameter but is difficult to estimate without long-term monitoring or invasive sampling. Epigenetic approaches are increasingly used to age organisms, including non-model organisms such as cetaceans. Māui dolphins ( Cephalorhynchus hectori maui ) are a critically endangered subspecies endemic to Aotearoa New Zealand, and the age structure of this population is important for informing conservation. Here we present an epigenetic clock for aging Māui and Hector's dolphins ( C. h. hectori ) developed from methylation data using DNA from tooth aged individuals ( n = 48). Based on this training dataset, the optimal model required only eight methylation sites, provided an age correlation of 0.95, and had a median absolute age error of 1.54 years. A leave-one-out cross-validation analysis with the same parameters resulted in an age correlation of 0.87 and median absolute age error of 2.09 years. To improve age estimate, we included previously published beluga whale ( Delphinapterus leucas ) data to develop a joint beluga/dolphin clock, resulting in a clock with comparable performance and improved estimation of older individuals. Application of the models to DNA from skin biopsy samples of living Māui dolphins revealed a shift in the median age of 8–9 years to a younger population aged 7–8 years 10 years later. These models could be applied to other dolphin species and demonstrate the ability to construct a clock even when the number of known age samples is limited, removing this impediment to estimating demographic parameters vital to the conservation of critically endangered species. Funding provided by: Fisheries New Zealand* Crossref Funder Registry ID: Award Number: Funding provided by: Department of Conservation Crossref Funder Registry ID: https://ror.org/03mh7j916 Award Number: Funding provided by: Schlumberger (Netherlands) Crossref Funder Registry ID: https://ror.org/03daw3m97 Award Number:
format Other/Unknown Material
author Hernandez, Keith
Baker, Scott
Horvath, Steve
Constantine, Rochelle
author_facet Hernandez, Keith
Baker, Scott
Horvath, Steve
Constantine, Rochelle
author_sort Hernandez, Keith
title Epigenetic aging of Māui and Hector's dolphins
title_short Epigenetic aging of Māui and Hector's dolphins
title_full Epigenetic aging of Māui and Hector's dolphins
title_fullStr Epigenetic aging of Māui and Hector's dolphins
title_full_unstemmed Epigenetic aging of Māui and Hector's dolphins
title_sort epigenetic aging of māui and hector's dolphins
publisher Zenodo
publishDate 2024
url https://doi.org/10.5061/dryad.hx3ffbgm3
genre Beluga
Beluga whale
Beluga*
Delphinapterus leucas
genre_facet Beluga
Beluga whale
Beluga*
Delphinapterus leucas
op_relation https://doi.org/10.1002/ece3.10562
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE242072
https://doi.org/10.5281/zenodo.8322305
https://zenodo.org/communities/dryad
https://doi.org/10.5061/dryad.hx3ffbgm3
oai:zenodo.org:10573936
op_rights info:eu-repo/semantics/openAccess
Creative Commons Zero v1.0 Universal
https://creativecommons.org/publicdomain/zero/1.0/legalcode
op_doi https://doi.org/10.5061/dryad.hx3ffbgm310.1002/ece3.1056210.5281/zenodo.8322305
_version_ 1810435973624889344