Data from: Epigenetic estimation of age in humpback whales

Age is a fundamental aspect of animal ecology, but is difficult to determine in many species. Humpback whales exemplify this as they have a lifespan comparable to humans, mature sexually as early as four years and have no reliable visual age indicators after their first year. Current methods for est...

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Main Authors: Polanowski, Andrea M., Robbins, Jooke, Chandler, David, Jarman, Simon N.
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2014
Subjects:
Online Access:https://doi.org/10.5061/dryad.h4b48
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record_format openpolar
spelling ftzenodo:oai:zenodo.org:4953778 2024-09-15T18:11:15+00:00 Data from: Epigenetic estimation of age in humpback whales Polanowski, Andrea M. Robbins, Jooke Chandler, David Jarman, Simon N. 2014-03-04 https://doi.org/10.5061/dryad.h4b48 unknown Zenodo https://doi.org/10.1111/1755-0998.12247 https://zenodo.org/communities/dryad https://doi.org/10.5061/dryad.h4b48 oai:zenodo.org:4953778 info:eu-repo/semantics/openAccess Creative Commons Zero v1.0 Universal https://creativecommons.org/publicdomain/zero/1.0/legalcode Anthropocene Population Ecology Megaptera novaengliae Wildlife Management info:eu-repo/semantics/other 2014 ftzenodo https://doi.org/10.5061/dryad.h4b4810.1111/1755-0998.12247 2024-07-27T04:03:03Z Age is a fundamental aspect of animal ecology, but is difficult to determine in many species. Humpback whales exemplify this as they have a lifespan comparable to humans, mature sexually as early as four years and have no reliable visual age indicators after their first year. Current methods for estimating humpback age cannot be applied to all individuals and populations. Assays for human age have recently been developed recently based on age-induced changes in DNA methylation of specific genes. We used information on age-associated DNA methylation in human and mouse genes to identify homologous gene regions in humpbacks. Humpback skin samples were obtained from individuals with a known year of birth and employed to calibrate relationships between cytosine methylation and age. Seven of 37 cytosines assayed for methylation level in humpback skin had significant age-related profiles. The three most age-informative cytosine markers were selected for a humpback epigenetic age assay. The assay has an R2 of 0.787 (p = 3.04e-16) and predicts age from skin samples with a standard deviation of 2.991 years. The epigenetic method correctly determined which of parent-offspring pairs is the parent in more than 93% of cases. To demonstrate the potential of this technique, we constructed the first modern age profile of humpback whales off eastern Australia and compared the results to population structure five decades earlier. This is the first epigenetic age estimation method for a wild animal species and the approach we took for developing it can be applied to many other non model organisms. HEAA_MER_Data+Scripts This .zip archive contains two directories. The 'Data' directory contains the measured levels of CpG methylation at various places in the humpback whale genome. The 'Scripts' directory contains the R scripts used to analyse this data. Other/Unknown Material Humpback Whale Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
topic Anthropocene
Population Ecology
Megaptera novaengliae
Wildlife Management
spellingShingle Anthropocene
Population Ecology
Megaptera novaengliae
Wildlife Management
Polanowski, Andrea M.
Robbins, Jooke
Chandler, David
Jarman, Simon N.
Data from: Epigenetic estimation of age in humpback whales
topic_facet Anthropocene
Population Ecology
Megaptera novaengliae
Wildlife Management
description Age is a fundamental aspect of animal ecology, but is difficult to determine in many species. Humpback whales exemplify this as they have a lifespan comparable to humans, mature sexually as early as four years and have no reliable visual age indicators after their first year. Current methods for estimating humpback age cannot be applied to all individuals and populations. Assays for human age have recently been developed recently based on age-induced changes in DNA methylation of specific genes. We used information on age-associated DNA methylation in human and mouse genes to identify homologous gene regions in humpbacks. Humpback skin samples were obtained from individuals with a known year of birth and employed to calibrate relationships between cytosine methylation and age. Seven of 37 cytosines assayed for methylation level in humpback skin had significant age-related profiles. The three most age-informative cytosine markers were selected for a humpback epigenetic age assay. The assay has an R2 of 0.787 (p = 3.04e-16) and predicts age from skin samples with a standard deviation of 2.991 years. The epigenetic method correctly determined which of parent-offspring pairs is the parent in more than 93% of cases. To demonstrate the potential of this technique, we constructed the first modern age profile of humpback whales off eastern Australia and compared the results to population structure five decades earlier. This is the first epigenetic age estimation method for a wild animal species and the approach we took for developing it can be applied to many other non model organisms. HEAA_MER_Data+Scripts This .zip archive contains two directories. The 'Data' directory contains the measured levels of CpG methylation at various places in the humpback whale genome. The 'Scripts' directory contains the R scripts used to analyse this data.
format Other/Unknown Material
author Polanowski, Andrea M.
Robbins, Jooke
Chandler, David
Jarman, Simon N.
author_facet Polanowski, Andrea M.
Robbins, Jooke
Chandler, David
Jarman, Simon N.
author_sort Polanowski, Andrea M.
title Data from: Epigenetic estimation of age in humpback whales
title_short Data from: Epigenetic estimation of age in humpback whales
title_full Data from: Epigenetic estimation of age in humpback whales
title_fullStr Data from: Epigenetic estimation of age in humpback whales
title_full_unstemmed Data from: Epigenetic estimation of age in humpback whales
title_sort data from: epigenetic estimation of age in humpback whales
publisher Zenodo
publishDate 2014
url https://doi.org/10.5061/dryad.h4b48
genre Humpback Whale
genre_facet Humpback Whale
op_relation https://doi.org/10.1111/1755-0998.12247
https://zenodo.org/communities/dryad
https://doi.org/10.5061/dryad.h4b48
oai:zenodo.org:4953778
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.h4b4810.1111/1755-0998.12247
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