Epigenetic Clock in Bears: A Simple Cost‐Effective Blood <scp>DNA</scp> Methylation‐Based Age Estimation Method Applicable to Multiple Bear Species

Age is an essential factor to understand the life history and demographic parameters of wildlife. Previously, we established an age estimation method for brown bears based on blood DNA methylation level. In this study, we first applied the brown bear-specific age estimation model to other bear species, including Asian black, polar, sun, and Andean bears. Using blood DNA, we performed bisulfite pyrosequencing to determine the methylation levels at four cytosine-phosphate-guanine (CpG) sites adjacent to a single gene, <i>SLC12A5</i>. The best model specific to brown bears estimated their ages with satisfactory accuracy, with mean absolute error (MAE) of 1.5, 2.1, 2.2, and 0.4 years for Asian black (52 samples from 16 captive and 36 wild bears), polar (27 samples from 21 captive bears), sun bears (11 samples from 8 captive bears), and Andean bears (one captive bear), respectively. Then, we established an Asian black bear-specific age estimation model and a common age estimation model applicable for other bear species (i.e., a pan-bear model) using the methylation levels of the four CpG sites. The best model specific to Asian black bears had high accuracy with MAE of 1.1 after leave-one-out cross-validation (LOOCV). In addition, the best pan-bear model achieved accuracy with MAE of 1.3, 1.2, 2.1, and 2.2 years after LOOCV for brown, Asian black, polar, and sun bears, respectively. The results suggested that the pan-bear age estimation model using the aging marker (CpG sites adjacent to <i>SLC12A5</i>) is a simple, highly accurate, and cost-effective tool that is applicable to Ursidae.

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Publication Details

Journal
Ecology and Evolution
Published
2025-05-01
DOI
https://doi.org/10.1002/ece3.71424
Citations
2
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
1.61

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article

Epigenetic Clock in Bears: A Simple Cost‐Effective Blood DNA Methylation‐Based Age Estimation Method Applicable to Multiple Bear Species

Toshio Tsubota, Hideyuki Ito, Tomoko Naganuma, Kahoko Tochigi et al.
2 citations
Ecology and Evolution
Epigenetics and DNA Methylation
1.61
article

Epigenetic Clock in Bears: A Simple Cost‐Effective Blood DNA Methylation‐Based Age Estimation Method Applicable to Multiple Bear Species

Toshio Tsubota, Hideyuki Ito, Tomoko Naganuma, Kahoko Tochigi, Misako Kuroe, Yojiro Yanagawa, Noboru Takekoshi, Akino Inagaki, Shiori Nakamura, Yusuke Honda, Yusuke Goto, Seung‐Yun Baek, Jumpei Yamazaki, Hiroo Tamatani, Shinsuke Koike, Michito Shimozuru, Koji Yamazaki, Nobutaka Sato
article en
2 citations

Abstract

Age is an essential factor to understand the life history and demographic parameters of wildlife. Previously, we established an age estimation method for brown bears based on blood DNA methylation level. In this study, we first applied the brown bear-specific age estimation model to other bear species, including Asian black, polar, sun, and Andean bears. Using blood DNA, we performed bisulfite pyrosequencing to determine the methylation levels at four cytosine-phosphate-guanine (CpG) sites adjacent to a single gene, <i>SLC12A5</i>. The best model specific to brown bears estimated their ages with satisfactory accuracy, with mean absolute error (MAE) of 1.5, 2.1, 2.2, and 0.4 years for Asian black (52 samples from 16 captive and 36 wild bears), polar (27 samples from 21 captive bears), sun bears (11 samples from 8 captive bears), and Andean bears (one captive bear), respectively. Then, we established an Asian black bear-specific age estimation model and a common age estimation model applicable for other bear species (i.e., a pan-bear model) using the methylation levels of the four CpG sites. The best model specific to Asian black bears had high accuracy with MAE of 1.1 after leave-one-out cross-validation (LOOCV). In addition, the best pan-bear model achieved accuracy with MAE of 1.3, 1.2, 2.1, and 2.2 years after LOOCV for brown, Asian black, polar, and sun bears, respectively. The results suggested that the pan-bear age estimation model using the aging marker (CpG sites adjacent to <i>SLC12A5</i>) is a simple, highly accurate, and cost-effective tool that is applicable to Ursidae.

Ecology and EvolutionVol. 15(5)
Nagano University (JP), Tokyo University of Agriculture (JP), Hokkaido University (JP), Kyoto University (JP), Ibaraki Nature Museum (JP), Kyoto City Zoo (JP), Japan Wildlife Research Center (JP), Asahikawa University (JP), Obihiro University of Agriculture and Veterinary Medicine (JP), Tokyo University of Agriculture and Technology (JP)
Environmental Restoration and Conservation Agency, Japan Society for the Promotion of Science
Life in Land
Openalex Percentile: Top 17%
Epigenetics and DNA Methylation
1.61
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