Age estimation based on blood DNA methylation levels in brown bears

被引:11
作者
Nakamura, Shiori [1 ]
Yamazaki, Jumpei [2 ,3 ]
Matsumoto, Naoya [4 ]
Inoue-Murayama, Miho [5 ]
Qi, Huiyuan [5 ]
Yamanaka, Masami [6 ]
Nakanishi, Masanao [6 ]
Yanagawa, Yojiro [7 ]
Sashika, Mariko [1 ]
Tsubota, Toshio [1 ]
Ito, Hideyuki [5 ,8 ,10 ]
Shimozuru, Michito [1 ,9 ]
机构
[1] Hokkaido Univ, Fac Vet Med, Lab Wildlife Biol & Med, Sapporo, Japan
[2] Hokkaido Univ, Vet Teaching Hosp, Fac Vet Med, Translat Res Unit, Sapporo, Japan
[3] Hokkaido Univ, One Hlth Res Ctr, Sapporo, Japan
[4] Noboribetsu Bear Pk, Noboribetsu, Japan
[5] Kyoto Univ, Wildlife Res Ctr, Kyoto, Japan
[6] Shiretoko Nat Fdn, Shari, Japan
[7] Hokkaido Univ, Fac Vet Med, Lab Theriogenol, Sapporo, Japan
[8] Kyoto City Zoo, Kyoto, Japan
[9] Hokkaido Univ, Fac Vet Med, Kita-18, Nishi-9 Kita Ku, Sapporo, Hokkaido 0600818, Japan
[10] Kyoto Univ, Wildlife Res Ctr, 2-24 Tanakasekidencho, Sakyo Ku, Kyoto 6068203, Japan
基金
日本学术振兴会; 欧洲研究理事会;
关键词
age estimation; aging; brown bear; DNA methylation; epigenetic clock; wildlife management; BLACK BEARS; NATURAL-POPULATIONS; PERIPHERAL-BLOOD; GRIZZLY BEARS; CEMENTUM; BODY; HIBERNATION; SENESCENCE; LONGEVITY; EVOLUTION;
D O I
10.1111/1755-0998.13788
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 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.
引用
收藏
页码:1211 / 1225
页数:15
相关论文
共 98 条
  • [1] Dynamic changes in global and gene-specific DNA methylation during hibernation in adult thirteen-lined ground squirrels, Ictidomys tridecemlineatus
    Alvarado, Sebastian
    Mak, Timothy
    Liu, Sara
    Storey, Kenneth B.
    Szyf, Moshe
    [J]. JOURNAL OF EXPERIMENTAL BIOLOGY, 2015, 218 (11) : 1787 - 1795
  • [2] The Bottlenose Dolphin Epigenetic Aging Tool (BEAT): A Molecular Age Estimation Tool for Small Cetaceans
    Beal, Andria P.
    Kiszka, Jeremy J.
    Wells, Randall S.
    Eirin-Lopez, Jose M.
    [J]. FRONTIERS IN MARINE SCIENCE, 2019, 6
  • [3] Improved age determination of blood and teeth samples using a selected set of DNA methylation markers
    Bekaert, Bram
    Kamalandua, Aubeline
    Zapico, Sara C.
    Van de Voorde, Wim
    Decorte, Ronny
    [J]. EPIGENETICS, 2015, 10 (10) : 922 - 930
  • [4] Global DNA modifications suppress transcription in brown adipose tissue during hibernation
    Biggar, Yulia
    Storey, Kenneth B.
    [J]. CRYOBIOLOGY, 2014, 69 (02) : 333 - 338
  • [5] MOVEMENTS OF YELLOWSTONE GRIZZLY BEARS
    BLANCHARD, BM
    KNIGHT, RR
    [J]. BIOLOGICAL CONSERVATION, 1991, 58 (01) : 41 - 67
  • [6] Epigenetic Predictor of Age
    Bocklandt, Sven
    Lin, Wen
    Sehl, Mary E.
    Sanchez, Francisco J.
    Sinsheimer, Janet S.
    Horvath, Steve
    Vilain, Eric
    [J]. PLOS ONE, 2011, 6 (06):
  • [7] DNA methylation and methyl-CpG binding proteins: developmental requirements and function
    Bogdanovic, Ozren
    Veenstra, Gert Jan C.
    [J]. CHROMOSOMA, 2009, 118 (05) : 549 - 565
  • [8] Brown bear attacks on humans: a worldwide perspective
    Bombieri, G.
    Naves, J.
    Penteriani, V
    Selvas, N.
    Fernandez-Gil, A.
    Lopez-Bao, J., V
    Ambarli, H.
    Bautista, C.
    Bespalova, T.
    Bobrov, V
    Bolshakov, V
    Bondarchuk, S.
    Camarra, J. J.
    Chiriac, S.
    Ciucci, P.
    Dutsov, A.
    Dykyy, I
    Fedriani, J. M.
    Garcia-Rodriguez, A.
    Garrote, P. J.
    Gashev, S.
    Groff, C.
    Gutleb, B.
    Haring, M.
    Harkonen, S.
    Huber, D.
    Kaboli, M.
    Kalinkin, Y.
    Karamanlidis, A. A.
    Karpin, V
    Kastrikin, V
    Khlyap, L.
    Khoetsky, P.
    Kojola, I
    Kozlow, Y.
    Korolev, A.
    Korytin, N.
    Kozsheechkin, V
    Krofel, M.
    Kurhinen, J.
    Kuznetsova, I
    Larin, E.
    Levykh, A.
    Mamontov, V
    Mannil, P.
    Melovski, D.
    Mertzanis, Y.
    Meydus, A.
    Mohammadi, A.
    Norberg, H.
    [J]. SCIENTIFIC REPORTS, 2019, 9 (1)
  • [9] Age-related increase of VGF-expression in T lymphocytes
    Busse, Stefan
    Steiner, Johann
    Micheel, Justus
    Dobrowolny, Henrik
    Mawrin, Christian
    Krause, Tim J.
    Adamaszek, Michael
    Bogerts, Bernhard
    Bommhardt, Ursula
    Hartig, Roland
    Busse, Mandy
    [J]. AGING-US, 2014, 6 (06): : 440 - 453
  • [10] Resolving Human-Bear Conflict: A Global Survey of Countries, Experts, and Key Factors
    Can, Oezguen Emre
    D'Cruze, Neil
    Garshelis, David L.
    Beecham, John
    Macdonald, David W.
    [J]. CONSERVATION LETTERS, 2014, 7 (06): : 501 - 513