Age estimation based on blood DNA methylation levels in brown bears
Age is an essential trait for understanding the ecology and management of wildlife. A conventional method of estimating age in wild animals is counting annuli formed in the cementum of teeth. This method has been used in bears despite some disadvantages, such as high invasiveness and the requirement...
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Zusammenfassung: | Age is an essential trait for understanding the ecology and management of
wildlife. A conventional method of estimating age in wild animals is
counting annuli formed in the cementum of teeth. This method has been used
in bears despite some disadvantages, such as high invasiveness and the
requirement for experienced observers. In this study, we established a
novel age estimation method based on DNA methylation levels using blood
collected from 49 brown bears of known ages living in both captivity and
the wild. We performed bisulfite pyrosequencing and obtained methylation
levels at 39 cytosine-phosphate-guanine (CpG) sites adjacent to 12 genes.
The methylation levels of CpGs adjacent to four genes showed a significant
correlation with age. The best model was based on DNA methylation levels
at just four CpG sites adjacent to a single gene, SLC12A5, and it had high
accuracy with a mean absolute error of 1.3 years and median absolute error
of 1.0 year after leave-one-out cross-validation. This model represents
the first epigenetic method of age estimation in brown bears, which
provides benefits over tooth-based methods, including high accuracy, less
invasiveness, and a simple procedure. Our model has the potential for
application to other bear species, which will greatly improve ecological
research, conservation, and management. |
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DOI: | 10.5061/dryad.9w0vt4bm0 |