ParthenoGenius: A User-Friendly Heuristic for Inferring Presence and Mechanism of Facultative Parthenogenesis from Genetic and Genomic Data Sets.

IF 3 2区 生物学 Q2 EVOLUTIONARY BIOLOGY Journal of Heredity Pub Date : 2024-10-22 DOI:10.1093/jhered/esae060
Brenna A Levine, Warren Booth
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Abstract

Facultative parthenogenesis (FP), or asexual reproduction by sexually-reproducing female animals, has been reported across several clades of vertebrates and is increasingly being recognized as a reproductive mechanism with significant implications for the genetic variation of captive and wild populations. The definitive identification of parthenogens requires molecular confirmation, with large genomic data sets necessary to accurately parse the parthenogenetic mechanism (i.e., endoduplication, gametic duplication, terminal fusion automixis, or central fusion automixis). Current methods for inferring FP from large genomic data sets are statistically intensive, require competency in R scripting for their execution, and are not designed for detection of facultative parthenogenesis or screening of large numbers of mother/offspring pairs, whereas small data sets (i.e., microsatellites) that can be evaluated visually lack the power to discriminate among FP mechanisms. Here, we present the user-friendly software program, ParthenoGenius, that uses intuitive logic to infer presence and mechanism of FP from even large genomic data sets comprising many mothers and offspring. ParthenoGenius runs relatively quickly and does not require the researcher to have knowledge of R scripting or statistics. ParthenoGenius was tested on eight empirical data sets, and in each case identified parthenogens (and parthenogenic mechanism when present) consistent with results of previous studies or corroborating evidence. ParthenoGenius will facilitate the rapid screening of large genomic data sets comprising many mothers and offspring for the presence and mechanism of parthenogenesis, improving our understanding of the frequency and phylogenetic distribution of FP across the animal kingdom.

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ParthenoGenius:从遗传学和基因组数据集推断兼性孤雌生殖的存在和机制的用户友好启发式。
据报道,在脊椎动物的几个支系中,都有表面孤雌生殖(FP)或由有性繁殖的雌性动物进行无性繁殖的现象,而且人们越来越认识到孤雌生殖是一种对人工饲养和野生种群的遗传变异具有重要影响的繁殖机制。孤雌生殖动物的最终鉴定需要分子确认,需要大量的基因组数据集来准确解析孤雌生殖机制(即内复制、配子复制、末端融合自交或中心融合自交)。目前从大型基因组数据集推断孤雌生殖的方法需要大量的统计学知识,需要熟练掌握 R 语言脚本才能执行,而且不是专为检测或筛选大量母/子代配对而设计的,而可直观评估的小型数据集(即微卫星)则缺乏区分孤雌生殖机制的能力。在这里,我们介绍了用户友好型软件程序 ParthenoGenius,它采用直观的逻辑推理,甚至可以从由许多母亲和后代组成的大型基因组数据集中推断出 FP 的存在和机制。ParthenoGenius 运行速度相对较快,研究人员无需掌握 R 脚本或统计学知识。ParthenoGenius 在 8 个经验数据集上进行了测试,在每个数据集上确定的孤雌生殖因子(和孤雌生殖机制(如果存在))都与先前的研究结果或确凿证据一致。ParthenoGenius 将有助于快速筛选由许多母体和子代组成的大型基因组数据集,以确定是否存在孤雌生殖现象及其机制,从而提高我们对整个动物界孤雌生殖现象的频率和系统发育分布的认识。
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来源期刊
Journal of Heredity
Journal of Heredity 生物-遗传学
CiteScore
5.20
自引率
6.50%
发文量
63
审稿时长
6-12 weeks
期刊介绍: Over the last 100 years, the Journal of Heredity has established and maintained a tradition of scholarly excellence in the publication of genetics research. Virtually every major figure in the field has contributed to the journal. Established in 1903, Journal of Heredity covers organismal genetics across a wide range of disciplines and taxa. Articles include such rapidly advancing fields as conservation genetics of endangered species, population structure and phylogeography, molecular evolution and speciation, molecular genetics of disease resistance in plants and animals, genetic biodiversity and relevant computer programs.
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