Age prediction of green turtles with an epigenetic clock

被引:24
|
作者
Mayne, Benjamin [1 ]
Mustin, Walter [2 ]
Baboolal, Vandanaa [2 ]
Casella, Francesca [2 ]
Ballorain, Katia [3 ]
Barret, Mathieu [4 ]
Vanderklift, Mathew A. [5 ]
Tucker, Anton D. [6 ]
Korbie, Darren [7 ]
Jarman, Simon [8 ]
Berry, Oliver [1 ]
机构
[1] Commonwealth Sci & Ind Res Org CSIRO, Indian Oceans Marine Res Ctr, Environ Future Sci Platform, Crawley, WA, Australia
[2] Cayman Turtle Conservat & Educ Ctr, Grand Cayman, Cayman Islands
[3] Ctr Etude & Decouverte Tortues Marines CEDTM, La Reunion, France
[4] Kelonia Iobservatoire tortues marines, La Reunion, France
[5] Commonwealth Sci & Ind Res Org CSIRO, Oceans & Atmosphere, Crawley, WA, Australia
[6] Marine Sci Program, Dept Biodivers Conservat & Attract, Kensington, NSW, Australia
[7] Univ Queensland, Australian Inst Bioengn & Nanotechnol, Brisbane, Qld, Australia
[8] Univ Western Australia, Sch Biol Sci, Perth, WA, Australia
关键词
DNA ageing; epigenetics; population management; wildlife management; DNA METHYLATION; CARETTA-CARETTA; HISTORY; PATTERNS; SEQUENCE; MODELS;
D O I
10.1111/1755-0998.13621
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Age is a fundamental life history attribute that is used to understand the dynamics of wild animal populations. Unfortunately, most animals do not have a practical or nonlethal method to determine age. This makes it difficult for wildlife managers to carry out population assessments, particularly for elusive and long-lived fauna such as marine turtles. In this study, we present an epigenetic clock that predicts the age of marine turtles from skin biopsies. The model was developed and validated using DNA from known-age green turtles (Chelonia mydas) from two captive populations, and mark-recapture wild turtles with known time intervals between captures. Our method, based on DNA methylation levels at 18 CpG sites, was highly accurate with a median absolute error of 2.1 years (4.7% of maximum age in data set). This is the first epigenetic clock developed for a reptile and illustrates their broad applicability across a broad variety of vertebrate species. It has the potential to transform marine turtle management through a nonlethal and inexpensive method to provide key life history information.
引用
收藏
页码:2275 / 2284
页数:10
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