Suppr超能文献

一种用于估计印度洋-太平洋宽吻海豚年龄的表观遗传DNA甲基化时钟()。

An epigenetic DNA methylation clock for age estimates in Indo-Pacific bottlenose dolphins ().

作者信息

Peters Katharina J, Gerber Livia, Scheu Luca, Cicciarella Riccardo, Zoller Joseph A, Fei Zhe, Horvath Steve, Allen Simon J, King Stephanie L, Connor Richard C, Rollins Lee Ann, Krützen Michael

机构信息

Evolutionary Genetics Group, Department of Anthropology University of Zurich Zurich Switzerland.

School of Earth and Environment University of Canterbury Christchurch New Zealand.

出版信息

Evol Appl. 2022 Dec 15;16(1):126-133. doi: 10.1111/eva.13516. eCollection 2023 Jan.

Abstract

Knowledge of an animal's chronological age is crucial for understanding and predicting population demographics, survival and reproduction, but accurate age determination for many wild animals remains challenging. Previous methods to estimate age require invasive procedures, such as tooth extraction to analyse growth layers, which are difficult to carry out with large, mobile animals such as cetaceans. However, recent advances in epigenetic methods have opened new avenues for precise age determination. These 'epigenetic clocks' present a less invasive alternative and can provide age estimates with unprecedented accuracy. Here, we present a species-specific epigenetic clock based on skin tissue samples for a population of Indo-Pacific bottlenose dolphins () in Shark Bay, Western Australia. We measured methylation levels at 37,492 cytosine-guanine sites (CpG sites) in 165 samples using the mammalian methylation array. Chronological age estimates with an accuracy of ±1 year were available for 68 animals as part of a long-term behavioral study of this population. Using these samples with known age, we built an elastic net model with Leave-One-Out-Cross-Validation, which retained 43 CpG sites, providing an  = 0.86 and median absolute age error (MAE) = 2.1 years (5% of maximum age). This model was more accurate for our data than the previously published methylation clock based on skin samples of common bottlenose dolphins (:  = 0.83, MAE = 2.2) and the multi-species odontocete methylation clock ( = 0.68, MAE = 6.8), highlighting that species-specific clocks can have superior performance over those of multi-species assemblages. We further developed an epigenetic sex estimator, predicting sex with 100% accuracy. As age and sex are critical parameters for the study of animal populations, this clock and sex estimator will provide a useful tool for extracting life history information from skin samples rather than long-term observational data for free-ranging Indo-Pacific bottlenose dolphins worldwide.

摘要

了解动物的实际年龄对于理解和预测种群动态、生存及繁殖情况至关重要,但准确确定许多野生动物的年龄仍然具有挑战性。以往估计年龄的方法需要侵入性操作,比如拔牙以分析生长层,而对于像鲸类这样大型、活动的动物来说,这些操作很难实施。然而,表观遗传方法的最新进展为精确测定年龄开辟了新途径。这些“表观遗传时钟”提供了一种侵入性较小的替代方法,能够以前所未有的准确性提供年龄估计。在此,我们基于西澳大利亚鲨鱼湾一群印度太平洋宽吻海豚()的皮肤组织样本,提出了一种物种特异性表观遗传时钟。我们使用哺乳动物甲基化芯片测量了165个样本中37492个胞嘧啶 - 鸟嘌呤位点(CpG位点)的甲基化水平。作为对该种群长期行为研究的一部分,68只动物可获得精度为±1年的实际年龄估计。利用这些已知年龄的样本,我们构建了一个采用留一法交叉验证的弹性网络模型,该模型保留了43个CpG位点,R² = 0.86,中位绝对年龄误差(MAE)= 2.1年(最大年龄的5%)。对于我们的数据,该模型比之前基于普通宽吻海豚皮肤样本发表的甲基化时钟(:R² = 0.83,MAE = 2.2)以及多物种齿鲸甲基化时钟(R² = 0.68,MAE = 6.8)更准确,这突出表明物种特异性时钟比多物种组合的时钟具有更优越的性能。我们进一步开发了一种表观遗传性别估计器,预测性别的准确率为100%。由于年龄和性别是动物种群研究的关键参数,这种时钟和性别估计器将为从皮肤样本而非全球自由放养的印度太平洋宽吻海豚的长期观测数据中提取生活史信息提供一个有用工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b9/9850008/a62ea36b985d/EVA-16-126-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验