heterozygosity

杂合性
  • 文章类型: Journal Article
    本研究的目的是分析遗传多样性,基于个体的人口结构评估,与温血相比,杜尔曼野马种群中的混合物,冷血,和原始的马种群。Dülmen野马是威斯特伐利亚Dülmen附近的MerfelderBruch的独特马群,德国,自1856年以来一直由克罗斯公爵管理。Dülmen野马种群全年都处于MerfelderBruch的自然条件下,没有人为干预喂养和兽医护理。在本研究中,使用来自一组29个常染色体微卫星的多位点基因型信息,估计了101匹Dülmen野马的遗传多样性,并与来自17个不同马种群的587匹马进行了比较。Dülmen野马保持了高度的遗传多样性,平均观察到的杂合度为0.68,平均为6.17个等位基因,和-0.035的杂合子赤字。成对遗传距离(FST,Nei\'sstandard,和Cavalli-Sforza距离)最接近德国冷血品种,波兰Konik,和冰岛马,与Sorraia和Przewalski的马最不同。加入树状图和PCA图的邻居显示出杜尔曼野马与其他种群的明显区别,特别是普氏马匹。后验贝叶斯分析证实了与其他马种群的明显区别,没有混合模式和高隶属指数(0.92)。可以将Dülmen野马与Dülmen和波兰Konik马区分开。总之,Dülmen野马与其他德国马品种和原始马种群显着分离,可以作为研究马驯化进化的资源。
    The objective of the present study was to analyze the genetic diversity, individual-based assessment of population structure, and admixture in the Dülmen wild horse population in comparison to warmblood, coldblood, and primitive horse populations. The Dülmen wild horse is kept as a unique horse population in the Merfelder Bruch near Dülmen in Westphalia, Germany, and since 1856 has been managed by the Dukes of Croÿ. The Dülmen wild horse population is exposed to the natural conditions of the Merfelder Bruch all year round without human interventions for feeding and veterinary care. In the present study, genetic diversity was estimated for 101 Dülmen wild horses using multilocus genotypic information from a set of 29 autosomal microsatellites and compared with 587 horses from 17 different horse populations. Dülmen wild horses maintained a high degree of genetic diversity, with an average observed heterozygosity of 0.68, a mean number of 6.17 alleles, and heterozygote deficit of -0.035. Pairwise genetic distances (FST, Nei\'s standard, and Cavalli-Sforza distances) were closest to German coldblood breeds, Polish Konik, and Icelandic horses and most divergent from Sorraia and Przewalski\'s horses. Neighbor joining dendrogram and PCA plots showed a clear distinction of Dülmen wild horses from other populations, particularly from Przewalski horses. Posterior Bayesian analysis confirmed clear differentiation from other horse populations without an admixture pattern and a high membership index (0.92). It was possible to distinguish Dülmen wild horses from Dülmen and Polish Konik horses. In conclusion, Dülmen wild horses show a notable separation from other German horse breeds and primitive horse populations and may serve as a resource to study evolution of equine domestication.
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  • 文章类型: Journal Article
    背景:冰岛马和埃克斯穆尔小马很古老,本地品种,适应恶劣的环境条件,他们都经历了严重的历史瓶颈。然而,在现代,这些品种的选择压力大不相同。这项研究的目的是通过预期(HE)和观察到的杂合性(HO)和有效种群大小(Ne)评估两个品种的遗传多样性。此外,我们旨在鉴定纯合性(ROH)序列,以评估和比较品种中基因组近交和选择特征.
    结果:在冰岛马和埃克穆尔小马中,HO估计为0.34和0.33,分别,这两个品种的HE都与0.34的HE密切相关。根据基因组数据,经计算,上一代的Ne为冰岛马125个个体,Exmoor小马42个个体。冰岛马的基因组近交系数(FROH)为0.08至0.20,埃克穆尔小马为0.12至0.27,在两个品种中,大多数近亲繁殖都归因于短ROH。在冰岛马匹中发现了几个与性能相关的ROH岛,具有目标基因,如DMRT3,DOCK8,EDNRB,SLAIN1和NEURL1。两个品种之间共享的ROH岛与代谢过程(FOXO1)有关,身体尺寸,和免疫系统(CYRIB),而Exmoor小马的私人ROH岛与外套颜色(ASIP,TBX3,OCA2),免疫系统(LYG1,LYG2),和生育率(TEX14,SPO11,ADAM20)。
    结论:对遗传多样性和近亲繁殖的评估揭示了对两个品种的进化轨迹的见解,强调人口瓶颈的后果。虽然冰岛马的遗传多样性是可以接受的,估计埃克斯穆尔小马的遗传多样性极低,这需要进一步验证。选择的识别特征突出了两个品种的使用差异以及它们的适应性特征相似性。结果提供了对成群的性能马品种在选择压力下的基因组区域以及小型本地马品种中的各种适应性特征的见解。这种理解有助于保持这些马种群的遗传多样性和种群健康。
    BACKGROUND: The Icelandic horse and Exmoor pony are ancient, native breeds, adapted to harsh environmental conditions and they have both undergone severe historic bottlenecks. However, in modern days, the selection pressures on these breeds differ substantially. The aim of this study was to assess genetic diversity in both breeds through expected (HE) and observed heterozygosity (HO) and effective population size (Ne). Furthermore, we aimed to identify runs of homozygosity (ROH) to estimate and compare genomic inbreeding and signatures of selection in the breeds.
    RESULTS: HO was estimated at 0.34 and 0.33 in the Icelandic horse and Exmoor pony, respectively, aligning closely with HE of 0.34 for both breeds. Based on genomic data, the Ne for the last generation was calculated to be 125 individuals for Icelandic horses and 42 for Exmoor ponies. Genomic inbreeding coefficient (FROH) ranged from 0.08 to 0.20 for the Icelandic horse and 0.12 to 0.27 for the Exmoor pony, with the majority of inbreeding attributed to short ROHs in both breeds. Several ROH islands associated with performance were identified in the Icelandic horse, featuring target genes such as DMRT3, DOCK8, EDNRB, SLAIN1, and NEURL1. Shared ROH islands between both breeds were linked to metabolic processes (FOXO1), body size, and the immune system (CYRIB), while private ROH islands in Exmoor ponies were associated with coat colours (ASIP, TBX3, OCA2), immune system (LYG1, LYG2), and fertility (TEX14, SPO11, ADAM20).
    CONCLUSIONS: Evaluations of genetic diversity and inbreeding reveal insights into the evolutionary trajectories of both breeds, highlighting the consequences of population bottlenecks. While the genetic diversity in the Icelandic horse is acceptable, a critically low genetic diversity was estimated for the Exmoor pony, which requires further validation. Identified signatures of selection highlight the differences in the use of the two breeds as well as their adaptive trait similarities. The results provide insight into genomic regions under selection pressure in a gaited performance horse breed and various adaptive traits in small-sized native horse breeds. This understanding contributes to preserving genetic diversity and population health in these equine populations.
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  • 文章类型: Journal Article
    将遗传多样性与灭绝联系起来是基因组研究的共同目标。最近,由于一些研究未能发现全基因组遗传多样性与灭绝风险之间的关联,因此有关遗传变异在保护中的重要性的争论已经引起。然而,很少在野外一起测量遗传多样性和适应性,通常忽略人口统计历史和环境。因此,很难推断缺乏关联是真实的还是被混杂因素所掩盖。为了解决这些缺点,我们分析了来自7,501个个体的遗传数据,以及来自279个草甸的灭绝数据和蝴蝶种群中1,742个幼虫巢的死亡率。当仅考虑模型中的杂合性时,我们发现遗传多样性与灭绝之间存在很强的负相关。然而,当考虑生态协变量时,这种关联消失了,表明人口统计学和遗传学之间的混淆以及杂合性在灭绝风险中的更复杂作用。对杂合性和人口统计学变量之间的相互作用进行建模表明,灭绝和杂合性之间的关联取决于上下文。例如,灭绝随着杂合性的增加而下降,但目前人口不多,尽管杂合性之间存在负相关,灭绝,在最近有下降史的小人群中发现了死亡率。我们得出结论,低遗传多样性是灭绝的重要预测因素,预测在某些情况下,超过生态因素的灭绝增加>25%。这些结果突出表明,关于遗传多样性对种群生存能力的重要性的推论不应仅仅依靠基因组数据,而需要投资从自然种群中获得人口和环境数据。
    Linking genetic diversity to extinction is a common goal in genomic studies. Recently, a debate has arisen regarding the importance of genetic variation in conservation as some studies have failed to find associations between genome-wide genetic diversity and extinction risk. However, only rarely are genetic diversity and fitness measured together in the wild, and typically demographic history and environment are ignored. It is therefore difficult to infer whether a lack of an association is real or obscured by confounding factors. To address these shortcomings, we analyzed genetic data from 7,501 individuals with extinction data from 279 meadows and mortality of 1,742 larval nests in a butterfly metapopulation. We found a strong negative association between genetic diversity and extinction when considering only heterozygosity in models. However, this association disappeared when accounting for ecological covariates, suggesting a confounding between demography and genetics and a more complex role for heterozygosity in extinction risk. Modeling interactions between heterozygosity and demographic variables revealed that associations between extinction and heterozygosity were context-dependent. For example, extinction declined with increasing heterozygosity in large, but not currently small populations, although negative associations between heterozygosity, extinction, and mortality were detected in small populations with a recent history of decline. We conclude that low genetic diversity is an important predictor of extinction, predicting >25% increase in extinction beyond ecological factors in certain contexts. These results highlight that inferences about the importance of genetic diversity for population viability should not rely on genomic data alone but require investments in obtaining demographic and environmental data from natural populations.
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  • 文章类型: Journal Article
    栽培的土豆非常多样化,从二倍体到五倍体,涵盖四个不同的物种。它们适应不同的环境和条件,并携带独特的等位基因以抵抗害虫和病原体。描述多样性如何在这些种群内部和之间分配对于理解马铃薯基因组和有效利用地方品种进行育种至关重要。由于难以在petota节内的细胞类型和大量混合物之间进行比较,因此这项任务变得复杂。我们通过测序对来自美国马铃薯基因库的730个种质进行了基因分型,包括野生二倍体,栽培二倍体和四倍体。该数据集使我们能够询问种群结构和多样性,并生成核心子集,这将支持育种者有效地筛选基因库材料中的生物和非生物胁迫抗性等位基因。我们发现即使控制倍性,四倍体材料比二倍体材料表现出更高的观察和预期杂合性。特别是,一组chilotanum材料是最杂合的,并且是唯一不表现出任何近亲繁殖的类群。这可能部分是因为一组chilotanum具有渗入的历史,不仅来自野生物种,但地方品种也是如此。所有组chilotanum,除了来自南美南部附近的克隆外,还表现出来自Anigenum组的渗入,两组没有高度分化。向北移动,我们没有观察到相同水平的混合物回到组的证据。这表明混合物的广泛历史是chilotanum的特殊特征。
    Cultivated potatoes are incredibly diverse, ranging from diploid to pentaploid and encompass four different species. They are adapted to disparate environments and conditions and carry unique alleles for resistance to pests and pathogens. Describing how diversity is partitioned within and among these populations is essential to understanding the potato genome and effectively utilizing landraces in breeding. This task is complicated by the difficulty of making comparisons across cytotypes and extensive admixture within section petota. We genotyped 730 accessions from the US Potato genebank including wild diploids and cultivated diploids and tetraploids using Genotype-by-sequencing. This data set allowed us to interrogate population structure and diversity as well as generate core subsets which will support breeders in efficiently screening genebank material for biotic and abiotic stress resistance alleles. We found that even controlling for ploidy, tetraploid material exhibited higher observed and expected heterozygosity than diploid accessions. In particular group chilotanum material was the most heterozygous and the only taxa not to exhibit any inbreeding. This may in part be because group chilotanum has a history of introgression not just from wild species, but landraces as well. All group chilotanum, exhibits introgression from group andigenum except clones from Southern South America near its origin, where the two groups are not highly differentiated. Moving north, we do not observe evidence for the same level of admixture back into group andigenum. This suggests that extensive history of admixture is a particular characteristic of chilotanum.
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  • 文章类型: Journal Article
    宿主群体中多种病原体菌株的共存可能对疫苗开发或治疗功效提出重大挑战。在这里,我们讨论了一种新机制,可以提高长寿命菌株多态性的比率,植根于宿主人口中社会结构的存在。我们证明了互动的社会偏好,结合宿主亚群之间的免疫力差异,可以对病原体菌株施加不同的选择压力,创建支持稳定病毒共存的平衡机制,独立于其他已知机制。我们使用群体遗传模型来研究病原体杂合率作为群体大小的函数,宿主种群组成,突变株适应度差异与宿主社会偏好的相互作用。我们还表明,即使宿主种群分层的小周期周期也会导致菌株共存。这些结果对不同的社会互动偏好是稳健的,应变率的总体差异,和寄主种群组成的空间异质性。我们的结果强调了宿主群体社会分层在增加病原体菌株多样性中的作用,具有在设计具有遏制病原体进化的长期观点的政策或治疗时应该考虑的效果。
    Coexistence of multiple strains of a pathogen in a host population can present significant challenges to vaccine development or treatment efficacy. Here we discuss a novel mechanism that can increase rates of long-lived strain polymorphism, rooted in the presence of social structure in a host population. We show that social preference of interaction, in conjunction with differences in immunity between host subgroups, can exert varying selection pressure on pathogen strains, creating a balancing mechanism that supports stable viral coexistence, independent of other known mechanisms. We use population genetic models to study rates of pathogen heterozygosity as a function of population size, host population composition, mutant strain fitness differences and host social preferences of interaction. We also show that even small periodic epochs of host population stratification can lead to elevated strain coexistence. These results are robust to varying social preferences of interaction, overall differences in strain fitnesses, and spatial heterogeneity in host population composition. Our results highlight the role of host population social stratification in increasing rates of pathogen strain diversity, with effects that should be considered when designing policies or treatments with a long-term view of curbing pathogen evolution.
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  • 文章类型: Editorial
    Rails是一个表型多样化的鸟类家族,包括130种,分布在世界各地。在这里,我们介绍了来自Aotearoa新西兰的四个Rails的注释基因组组装:两个本地的野生物种,黑色素卟啉和菲律宾米奥韦卡Gallirallus,和两个特有的不会飞行的物种takahñPorphyriohochstetteri和wekaGallirallusaustralis。使用序列读取数据,在特有的无飞行物种中,杂合性最低,这可能反映了它们相对较小的种群。质量检查以及与其他rallid基因组的比较表明,新的装配体质量良好。这项研究显着增加了可用的rallid基因组的数量,并将使将来对该家族的进化进行基因组研究。
    Rails are a phenotypically diverse family of birds that includes 130 species and displays a wide distribution around the world. Here we present annotated genome assemblies for four rails from Aotearoa New Zealand: two native volant species, pūkeko Porphyrio melanotus and mioweka Gallirallus philippensis, and two endemic flightless species takahē Porphyrio hochstetteri and weka Gallirallus australis. Using the sequence read data, heterozygosity was found to be lowest in the endemic flightless species and this probably reflects their relatively small populations. The quality checks and comparison with other rallid genomes showed that the new assemblies were of good quality. This study significantly increases the number of available rallid genomes and will enable future genomic studies on the evolution of this family.
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  • 文章类型: Journal Article
    在一个基因座处的群体中遗传变异量有两个主要量度:杂合性和等位基因数量。有效种群大小(Ne)既提供了在漂移-突变平衡下种群中杂合性的期望值,也提供了由于遗传漂移而导致的杂合性丢失率。相比之下,处于漂移突变平衡状态的种群中的等位基因数量是Ne和人口普查大小(NC)的函数。此外,具有相同Ne的种群可以以非常不同的速率失去等位基因变异。等位基因变异通常比杂合性对瓶颈更敏感。用于调整违反理想种群对Ne的影响的表达不能很好地预测等位基因变异的损失。对于具有许多等位基因的基因座,这些影响要大得多,这通常对适应很重要。我们表明,在漂移-突变平衡时,NC的减少与预期等位基因数的相应减少之间存在线性关系。这使得可以预测瓶颈对等位基因变异的预期影响。杂合性提供了短期适应性变化率的良好估计,但等位基因变异提供了有关长期适应性变化的重要信息.长期Ne大于500的准则通常用作评估保护状态的主要遗传指标。我们建议扩展该指南,以考虑等位基因变异和杂合性。
    There are two primary measures of the amount of genetic variation in a population at a locus: heterozygosity and the number of alleles. Effective population size (N e) provides both an expectation of the amount of heterozygosity in a population at drift-mutation equilibrium and the rate of loss of heterozygosity because of genetic drift. In contrast, the number of alleles in a population at drift-mutation equilibrium is a function of both N e and census size (N C). In addition, populations with the same N e can lose allelic variation at very different rates. Allelic variation is generally much more sensitive to bottlenecks than heterozygosity. Expressions used to adjust for the effects of violations of the ideal population on N e do not provide good predictions of the loss of allelic variation. These effects are much greater for loci with many alleles, which are often important for adaptation. We show that there is a linear relationship between the reduction of N C and the corresponding reduction of the expected number of alleles at drift-mutation equilibrium. This makes it possible to predict the expected effect of a bottleneck on allelic variation. Heterozygosity provides good estimates of the rate of adaptive change in the short-term, but allelic variation provides important information about long-term adaptive change. The guideline of long-term N e being greater than 500 is often used as a primary genetic metric for evaluating conservation status. We recommend that this guideline be expanded to take into account allelic variation as well as heterozygosity.
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  • 文章类型: Journal Article
    尽管它们在遗传性别决定中起着关键作用,性染色体在许多非模型生物中仍然未知,尤其是那些最近进化的性别相关区域(SLR)。这些进化上年轻且不稳定的性染色体对于理解早期性染色体进化很重要,但由于缺乏Y/W变性和限于小基因组区域的SLR而难以鉴定。这里,我们介绍SLRfinder,一种使用连锁不平衡(LD)聚类识别候选SLR的方法,杂合性和遗传差异。SLRfinder不依赖于特定的测序方法或特定类型的参考基因组(例如,来自同态性)。此外,SLRfinder的输入不需要表型性别,从人口抽样中可能未知,但性别信息可以纳入,并且是验证候选SLR所必需的。我们使用各种已发布的数据集测试了SLRfinder,并将其与局部主成分分析(PCA)方法和基于深度的方法进行了比较。不出所料,局部PCA方法不能用于识别未知的SLR。SATC在保守性染色体上效果更好,而SLRfinder在分析不稳定的性染色体方面优于SATC,尤其是当SLR港口倒置时。功率分析表明,当采样更多共享相同SLR的人群时,SLRfinder效果更好。如果分析一个人口,需要相对较大的样本量(大约50个)来获得足够的统计能力来检测显著的SLR候选,虽然真正的SLR可能总是排名第一。SLRfinder提供了一种新颖的互补方法,用于鉴定SLR并揭示自然界中其他性染色体多样性。
    Despite their critical roles in genetic sex determination, sex chromosomes remain unknown in many non-model organisms, especially those having recently evolved sex-linked regions (SLRs). These evolutionarily young and labile sex chromosomes are important for understanding early sex chromosome evolution but are difficult to identify due to the lack of Y/W degeneration and SLRs limited to small genomic regions. Here, we present SLRfinder, a method to identify candidate SLRs using linkage disequilibrium (LD) clustering, heterozygosity and genetic divergence. SLRfinder does not rely on specific sequencing methods or a specific type of reference genome (e.g., from the homomorphic sex). In addition, the input of SLRfinder does not require phenotypic sexes, which may be unknown from population sampling, but sex information can be incorporated and is necessary to validate candidate SLRs. We tested SLRfinder using various published datasets and compared it to the local principal component analysis (PCA) method and the depth-based method Sex Assignment Through Coverage (SATC). As expected, the local PCA method could not be used to identify unknown SLRs. SATC works better on conserved sex chromosomes, whereas SLRfinder outperforms SATC in analysing labile sex chromosomes, especially when SLRs harbour inversions. Power analyses showed that SLRfinder worked better when sampling more populations that share the same SLR. If analysing one population, a relatively larger sample size (around 50) is needed for sufficient statistical power to detect significant SLR candidates, although true SLRs are likely always top-ranked. SLRfinder provides a novel and complementary approach for identifying SLRs and uncovering additional sex chromosome diversity in nature.
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  • 文章类型: Journal Article
    vonHoldt等人。((2024),分子生态学,33,e17231)(vH24)使用低覆盖率(平均〜7X读取深度)的限制性位点相关DNA序列数据来估计个体近交和杂合性,和最近有效人口规模(Ne),大湖(GL)和北落基山(RM)狼。他们得出结论,在1991年至2020年之间,RM杂合度迅速下降,在过去的50代中,GL和RM的Ne大幅下降。这里,我们评估了低序列覆盖率和采样策略对vH24结果的影响,并提供了使用序列数据评估近交的一般建议,杂合性和Ne。低覆盖率测序导致对个体近亲繁殖和杂合性的向下偏倚估计,以及由于随时间的读取深度下降,RM杂合性出现了错误的短暂下降。此外,vH24的采样策略-将来自多个遗传分化种群和至少八代狼的个体组合在一起-预计将导致最近对RM的Ne的估计严重下降。我们建议使用高覆盖率序列数据(≥$$\\ge$15-20X)来估计近交和杂合度。仔细过滤个人,基因座和基因型,当必须使用低覆盖率序列数据时,使用基因型估算或可能性可以帮助最小化偏差。对于当代Ne的估计,使用超过103-104个基因座的边际收益很小,因此,对具有低平均读取深度的基因座进行积极过滤可能会保留大多数个体,而不会牺牲很多精度。个人相对比基因座更有价值,因为对当代Ne的分析应集中在来自当地育种种群的大致单代样本上。
    vonHoldt et al. ((2024), Molecular Ecology, 33, e17231) (vH24) used low-coverage (average ~ 7X read depth) restriction site-associated DNA sequence data to estimate individual inbreeding and heterozygosity, and recent effective population size (Ne), in Great Lakes (GL) and Northern Rocky Mountain (RM) wolves. They concluded that RM heterozygosity rapidly declined between 1991 and 2020, and that Ne declined substantially in GL and RM over the last 50 generations. Here, we evaluate the effects of low sequence coverage and sampling strategy on vH24\'s findings and provide general recommendations for using sequence data to evaluate inbreeding, heterozygosity and Ne. Low-coverage sequencing resulted in downwardly biased estimates of individual inbreeding and heterozygosity, and an erroneous large temporal decline in RM heterozygosity due to declining read depth through time. Additionally, vH24\'s sampling strategy-which combined individuals from several genetically differentiated populations and across at least eight wolf generations-is expected to have resulted in severe downward bias in estimates of recent Ne for RM. We recommend using high-coverage sequence data ( ≥ $$ \\ge $$ 15-20X) to estimate inbreeding and heterozygosity. Carefully filtering individuals, loci and genotypes, and using genotype imputation or likelihoods can help to minimise bias when low-coverage sequence data must be used. For estimation of contemporary Ne, the marginal benefits of using more than 103-104 loci are small, so aggressive filtering of loci with low average read depth potentially can retain most individuals without sacrificing much precision. Individuals are relatively more valuable than loci because analyses of contemporary Ne should focus on roughly single-generation samples from local breeding populations.
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  • 文章类型: Journal Article
    增加个体间生殖差异的因素会降低有效种群规模(Ne),这加速了遗传多样性的丧失并降低了纯化选择的功效。这些因素包括性食人,后代投资和交配系统。交配前的性相食,雌性在交配前吃掉雄性,加剧了这种影响。我们对两种蜘蛛进行了比较转录组学,食人族的生物白种人和非食人族的T.keyserlingi,产生支持这些预测的基因组证据。首先,我们估计了杂合度,发现食人物种的遗传多样性相对较低。第二,我们计算了dN/dS比率作为纯化选择的量度;较高的dN/dS比率表明食人族物种的纯化选择宽松。这些结果与以下假设一致:性食人行为会影响性别比和人口统计过程,它们与进化力量相互作用以塑造种群的遗传结构。然而,其他因素,如交配系统和生活史特征也有助于塑造Ne。需要对多个对比物种对进行比较分析才能解开这些影响。我们的研究强调了极端行为,例如交配前的同类相食可能会产生深远的生态进化影响。
    Factors that increase reproductive variance among individuals act to reduce effective population size (Ne), which accelerates the loss of genetic diversity and decreases the efficacy of purifying selection. These factors include sexual cannibalism, offspring investment and mating system. Pre-copulatory sexual cannibalism, where the female consumes the male prior to mating, exacerbates this effect. We performed comparative transcriptomics in two spider species, the cannibalistic Trechaleoides biocellata and the non-cannibalistic T. keyserlingi, to generate genomic evidence to support these predictions. First, we estimated heterozygosity and found that genetic diversity is relatively lower in the cannibalistic species. Second, we calculated dN/dS ratios as a measure of purifying selection; a higher dN/dS ratio indicated relaxed purifying selection in the cannibalistic species. These results are consistent with the hypothesis that sexual cannibalism impacts operational sex ratio and demographic processes, which interact with evolutionary forces to shape the genetic structure of populations. However, other factors such as the mating system and life-history traits contribute to shaping Ne. Comparative analyses across multiple contrasting species pairs would be required to disentangle these effects. Our study highlights that extreme behaviours such as pre-copulatory cannibalism may have profound eco-evolutionary effects.
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