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短串联重复序列作为一种高分辨率标记用于捕捉红毛猩猩种群近期的进化历程。

Short Tandem Repeats as a High-Resolution Marker for Capturing Recent Orangutan Population Evolution.

作者信息

Voicu Alina-Alexandra, Krützen Michael, Bilgin Sonay Tugce

机构信息

Department of Computer Science, ETH, Zurich, Switzerland.

Department of Anthropology, University of Zurich, Zurich, Switzerland.

出版信息

Front Bioinform. 2021 Aug 16;1:695784. doi: 10.3389/fbinf.2021.695784. eCollection 2021.

Abstract

The genus is ideal to study population genetics adaptation, given its remarkable phenotypic divergence and the highly contrasting environmental conditions it's been exposed to. Studying its genetic variation bears the promise to reveal a motion picture of these great apes' evolutionary and adaptive history, and also helps us expand our knowledge of the patterns of adaptation and evolution. In this work, we advance the understanding of the genetic variation among wild orangutans through a genome-wide study of short tandem repeats (STRs). Their elevated mutation rate makes STRs ideal markers for the study of recent evolution within a given population. Current technological and algorithmic advances have rendered their sequencing and discovery more accurate, therefore their potential can be finally leveraged in population genetics studies. To study patterns of population variation within the wild orangutan population, we genotyped the short tandem repeats in a population of 21 individuals spanning four Sumatran and Bornean (sub-) species and eight Southeast Asian regions. We studied the impact of sequencing depth on our ability to genotype STRs and found that the STR copy number changes function as a powerful marker, correctly capturing the demographic history of these populations, even the divergences as recent as 10 Kya. Moreover, gene ontology enrichments for genes close to STR variants are aligned with local adaptations in the two islands. Coupled with more advanced STR-compatible population models, and selection tests, genomic studies based on STRs will be able to reduce the gap caused by the missing heritability for species with recent adaptations.

摘要

鉴于该属具有显著的表型差异以及其所接触的高度不同的环境条件,它是研究种群遗传适应性的理想对象。研究其遗传变异有望揭示这些大型猿类的进化和适应历史的动态图景,也有助于我们扩展对适应和进化模式的认识。在这项工作中,我们通过对短串联重复序列(STR)进行全基因组研究,加深了对野生猩猩遗传变异的理解。STR较高的突变率使其成为研究特定种群近期进化的理想标记。当前技术和算法的进步使STR的测序和发现更加准确,因此其潜力最终可在种群遗传学研究中得到利用。为了研究野生猩猩种群内的种群变异模式,我们对来自四个苏门答腊和婆罗洲(亚)种以及八个东南亚地区的21个个体的种群中的短串联重复序列进行了基因分型。我们研究了测序深度对我们进行STR基因分型能力的影响,发现STR拷贝数变化可作为一个有力的标记,正确地捕捉这些种群的人口历史,甚至是近10000年前的分化情况。此外,与STR变异位点附近基因的基因本体富集分析与两个岛屿上的局部适应性一致。结合更先进的与STR兼容的种群模型和选择测试,基于STR的基因组研究将能够缩小因近期适应的物种中遗传力缺失而造成的差距。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/23b7/9581056/16fa08fd1a1c/fbinf-01-695784-g001.jpg

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