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Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation
Age structure information of animal populations is fundamental to their conservation and management. In fisheries, age is routinely obtained by counting daily or annual increments in calcified structures (e.g., otoliths) which requires lethal sampling. Recently, DNA methylation has been shown to est...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10260977/ https://www.ncbi.nlm.nih.gov/pubmed/37308782 http://dx.doi.org/10.1038/s41598-023-36773-2 |
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author | Mayne, Benjamin Espinoza, Tom Crook, David A. Anderson, Chloe Korbie, Darren Marshall, Jonathan C. Kennard, Mark J. Harding, Doug J. Butler, Gavin L. Roberts, Brien Whiley, Josh Marshall, Sharon |
author_facet | Mayne, Benjamin Espinoza, Tom Crook, David A. Anderson, Chloe Korbie, Darren Marshall, Jonathan C. Kennard, Mark J. Harding, Doug J. Butler, Gavin L. Roberts, Brien Whiley, Josh Marshall, Sharon |
author_sort | Mayne, Benjamin |
collection | PubMed |
description | Age structure information of animal populations is fundamental to their conservation and management. In fisheries, age is routinely obtained by counting daily or annual increments in calcified structures (e.g., otoliths) which requires lethal sampling. Recently, DNA methylation has been shown to estimate age using DNA extracted from fin tissue without the need to kill the fish. In this study we used conserved known age-associated sites from the zebrafish (Danio rerio) genome to predict the age of golden perch (Macquaria ambigua), a large-bodied native fish from eastern Australia. Individuals aged using validated otolith techniques from across the species’ distribution were used to calibrate three epigenetic clocks. One clock was calibrated using daily (daily clock) and another with annual (annual clock) otolith increment counts, respectively. A third used both daily and annual increments (universal clock). We found a high correlation between the otolith and epigenetic age (Pearson correlation > 0.94) across all clocks. The median absolute error was 2.4 days in the daily clock, 184.6 days in the annual clock, and 74.5 days in the universal clock. Our study demonstrates the emerging utility of epigenetic clocks as non-lethal and high-throughput tools for obtaining age estimates to support the management of fish populations and fisheries. |
format | Online Article Text |
id | pubmed-10260977 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102609772023-06-15 Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation Mayne, Benjamin Espinoza, Tom Crook, David A. Anderson, Chloe Korbie, Darren Marshall, Jonathan C. Kennard, Mark J. Harding, Doug J. Butler, Gavin L. Roberts, Brien Whiley, Josh Marshall, Sharon Sci Rep Article Age structure information of animal populations is fundamental to their conservation and management. In fisheries, age is routinely obtained by counting daily or annual increments in calcified structures (e.g., otoliths) which requires lethal sampling. Recently, DNA methylation has been shown to estimate age using DNA extracted from fin tissue without the need to kill the fish. In this study we used conserved known age-associated sites from the zebrafish (Danio rerio) genome to predict the age of golden perch (Macquaria ambigua), a large-bodied native fish from eastern Australia. Individuals aged using validated otolith techniques from across the species’ distribution were used to calibrate three epigenetic clocks. One clock was calibrated using daily (daily clock) and another with annual (annual clock) otolith increment counts, respectively. A third used both daily and annual increments (universal clock). We found a high correlation between the otolith and epigenetic age (Pearson correlation > 0.94) across all clocks. The median absolute error was 2.4 days in the daily clock, 184.6 days in the annual clock, and 74.5 days in the universal clock. Our study demonstrates the emerging utility of epigenetic clocks as non-lethal and high-throughput tools for obtaining age estimates to support the management of fish populations and fisheries. Nature Publishing Group UK 2023-06-12 /pmc/articles/PMC10260977/ /pubmed/37308782 http://dx.doi.org/10.1038/s41598-023-36773-2 Text en © Crown 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mayne, Benjamin Espinoza, Tom Crook, David A. Anderson, Chloe Korbie, Darren Marshall, Jonathan C. Kennard, Mark J. Harding, Doug J. Butler, Gavin L. Roberts, Brien Whiley, Josh Marshall, Sharon Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation |
title | Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation |
title_full | Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation |
title_fullStr | Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation |
title_full_unstemmed | Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation |
title_short | Accurate, non-destructive, and high-throughput age estimation for Golden perch (Macquaria ambigua spp.) using DNA methylation |
title_sort | accurate, non-destructive, and high-throughput age estimation for golden perch (macquaria ambigua spp.) using dna methylation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10260977/ https://www.ncbi.nlm.nih.gov/pubmed/37308782 http://dx.doi.org/10.1038/s41598-023-36773-2 |
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