Methylation-based markers for the estimation of age in African cheetah, Acinonyx jubatus

IF 5.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Louis-Stéphane Le Clercq, Antoinette Kotzé, J. Paul Grobler, Desiré L. Dalton
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Abstract

Age is a key demographic in conservation where age classes show differences in important population metrics such as morbidity and mortality. Several traits, including reproductive potential, also show senescence with ageing. Thus, the ability to estimate age of individuals in a population is critical in understanding the current structure as well as their future fitness. Many methods exist to determine age in wildlife, with most using morphological features that show inherent variability with age. These methods require significant expertise and become less accurate in adult age classes, often the most critical groups to model. Molecular methods have been applied to measuring key population attributes, and more recently epigenetic attributes such as methylation have been explored as biomarkers for age. There are, however, several factors such as permits, sample sovereignty, and costs that may preclude the use of extant methods in a conservation context. This study explored the utility of measuring age-related changes in methylation in candidate genes using mass array technology. Novel methods are described for using gene orthologues to identify and assay regions for differential methylation. To illustrate the potential application, African cheetah was used as a case study. Correlation analyses identified six methylation sites with an age relationship, used to develop a model with sufficient predictive power for most conservation contexts. This model was more accurate than previous attempts using PCR and performed similarly to candidate gene studies in other mammal species. Mass array presents an accurate and cost-effective method for age estimation in wildlife of conservation concern.

Abstract Image

基于甲基化标记的非洲猎豹(Achinonyx jubatus)年龄估计方法。
年龄是生物保护中的一个关键人口统计指标,不同年龄段的生物在发病率和死亡率等重要的种群指标方面存在差异。包括生殖潜力在内的一些特征也会随着年龄的增长而衰老。因此,估算种群中个体年龄的能力对于了解当前结构及其未来的适应性至关重要。目前有许多方法可以确定野生动物的年龄,其中大多数使用的是随年龄变化而固有变化的形态特征。这些方法需要大量的专业知识,而且在成年年龄段的准确性较低,而成年年龄段往往是最关键的建模群体。分子方法已被应用于测量关键的种群属性,最近还探索将甲基化等表观遗传属性作为年龄的生物标志物。然而,许可证、样本主权和成本等因素可能会阻碍在保护环境中使用现有方法。本研究探讨了利用质谱阵列技术测量候选基因中与年龄相关的甲基化变化的实用性。研究介绍了使用基因同源物来识别和检测不同甲基化区域的新方法。为了说明潜在的应用,以非洲猎豹为案例进行了研究。相关性分析确定了六个与年龄有关的甲基化位点,并利用这些位点建立了一个模型,该模型对大多数保护情况具有足够的预测能力。该模型比之前使用 PCR 的尝试更为准确,而且与其他哺乳动物物种的候选基因研究结果类似。质粒阵列为受保护野生动物的年龄估计提供了一种准确而经济的方法。
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来源期刊
Molecular Ecology Resources
Molecular Ecology Resources 生物-进化生物学
CiteScore
15.60
自引率
5.20%
发文量
170
审稿时长
3 months
期刊介绍: Molecular Ecology Resources promotes the creation of comprehensive resources for the scientific community, encompassing computer programs, statistical and molecular advancements, and a diverse array of molecular tools. Serving as a conduit for disseminating these resources, the journal targets a broad audience of researchers in the fields of evolution, ecology, and conservation. Articles in Molecular Ecology Resources are crafted to support investigations tackling significant questions within these disciplines. In addition to original resource articles, Molecular Ecology Resources features Reviews, Opinions, and Comments relevant to the field. The journal also periodically releases Special Issues focusing on resource development within specific areas.
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