ancient DNA

古 DNA
  • 文章类型: Journal Article
    黄河三角洲在中国新石器时代文明的发展中起着至关重要的作用。然而,由于缺乏古代人类基因组,该地区从新石器时代过渡到现在的人口历史仍然知之甚少。这尤其适用于新石器时代的关键过渡和王朝历史的混乱转折。这里,我们报告了来自69个个体的全基因组数据,这些数据可追溯到存在前5,410-1,345年(BP),覆盖范围为0.008至2.49倍,以及从山东16个城市收集的325名现今个人。在大汶口中后期,我们观察到中国中部新石器时代的黄河农民和一些南方的祖先大量涌入,这些祖先与山东当地的狩猎采集者混合在一起。山东龙山人的遗传遗产与大汶口文化联系最紧密。商周时期,有证据表明,龙山当地人口与中原移民的遗传混合。秦汉以后,该地区的遗传组成开始类似于现代山东人口。我们的遗传发现表明,在新石器时代中后期,黄河流域中部的农民在塑造中国北方邻近种群的遗传亲和力方面发挥了作用。此外,我们的发现表明,周代山东地区的遗传多样性可能与其复杂的种族有关。
    The Yellow River Delta played a vital role in the development of the Neolithic civilization of China. However, the population history of this region from the Neolithic transitions to the present remains poorly understood due to the lack of ancient human genomes. This especially holds for key Neolithic transitions and tumultuous turnovers of dynastic history. Here, we report genome-wide data from 69 individuals dating to 5,410-1,345 years before present (BP) at 0.008 to 2.49× coverages, along with 325 present-day individuals collected from 16 cities across Shandong. During the Middle to Late Dawenkou period, we observed a significant influx of ancestry from Neolithic Yellow River farmers in central China and some southern Chinese ancestry that mixed with local hunter-gatherers in Shandong. The genetic heritage of the Shandong Longshan people was found to be most closely linked to the Dawenkou culture. During the Shang to Zhou Dynasties, there was evidence of genetic admixture of local Longshan populations with migrants from the Central Plain. After the Qin to Han Dynasties, the genetic composition of the region began to resemble that of modern Shandong populations. Our genetic findings suggest that the middle Yellow River Basin farmers played a role in shaping the genetic affinity of neighboring populations in northern China during the Middle to Late Neolithic period. Additionally, our findings indicate that the genetic diversity in the Shandong region during the Zhou Dynasty may be linked with their complex ethnicities.
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  • 文章类型: Journal Article
    全基因组古代DNA分析的出现彻底改变了我们对史前社会的理解。然而,由于分析古代DNA的挑战,研究这些群体的生物相关性需要量身定制的方法。READv2,最广泛使用的工具的优化Python3实现,解决这些挑战,同时在速度和准确性方面超越其前身。对于足够的数据量,它可以分类到三级亲缘关系,并区分两种类型的一级亲缘关系,完整的兄弟姐妹和父母后代。READv2使用户友好,高效,和生物相关性的细微差别分析,有助于更深入地了解过去的社会结构。
    The advent of genome-wide ancient DNA analysis has revolutionized our understanding of prehistoric societies. However, studying biological relatedness in these groups requires tailored approaches due to the challenges of analyzing ancient DNA. READv2, an optimized Python3 implementation of the most widely used tool for this purpose, addresses these challenges while surpassing its predecessor in speed and accuracy. For sufficient amounts of data, it can classify up to third-degree relatedness and differentiate between the two types of first-degree relatedness, full siblings and parent-offspring. READv2 enables user-friendly, efficient, and nuanced analysis of biological relatedness, facilitating a deeper understanding of past social structures.
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  • 文章类型: Journal Article
    大麦是西亚新石器时代过渡的主要农作物之一。虽然基因组学的最新进展提供了大麦驯化的相当详细的图片,关于驯化过程如何影响遗传多样性的观点存在矛盾。我们着手通过整合来自古代大麦的公共DNA测序数据以及现存的野生和驯化种质的广泛集合来重新审视这个问题。使用两种以前被忽视的方法-分析叶绿体基因组和私有变异的全基因组比例-我们发现六千年前种植的大麦在遗传上是独特的,与现存的地方品种和品种相比更加多样化。此外,叶绿体基因组揭示了古代大麦之间的联系,来自利比亚东北部的一种晦涩的野生基因型,以及在埃塞俄比亚/厄立特里亚种植的不同大麦种群。基于这些结果,我们假设过去存在更广泛的北非人口,包括野生和栽培类型,并在过去六千年中遭受遗传侵蚀,可能是由于结束了全新世非洲潮湿时期的快速荒漠化。除了提供有关埃塞俄比亚地方品种起源的线索外,该假设解释了在大麦中观察到的驯化后多样性损失。需要对其他样品进行分析,以解决非洲大麦的历史及其对现有栽培基因库的贡献。
    Barley is one of the founder crops of the Neolithic transition in West Asia. While recent advances in genomics have provided a rather detailed picture of barley domestication, there are contradictory views on how the domestication process affected genetic diversity. We set out to revisit this question by integrating public DNA sequencing data from ancient barley and wide collections of extant wild and domesticated accessions. Using two previously overlooked approaches - analyses of chloroplast genomes and genome-wide proportions of private variants - we found that the barley cultivated six millennia ago was genetically unique and more diverse when compared to extant landraces and cultivars. Moreover, the chloroplast genomes revealed a link between the ancient barley, an obscure wild genotype from north-eastern Libya, and a distinct population of barley cultivated in Ethiopia/Eritrea. Based on these results, we hypothesize past existence of a wider North African population that included both wild and cultivated types and suffered from genetic erosion in the past six millennia, likely due to a rapid desertification that ended the Holocene African humid period. Besides providing clues about the origin of Ethiopian landraces, the hypothesis explains the post-domestication loss of diversity observed in barley. Analyses of additional samples will be necessary to resolve the history of African barley and its contribution to the extant cultivated gene pool.
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  • 文章类型: Journal Article
    Sirenia,一个标志性的海洋分类单元,在全球范围内分布着热带和亚热带,面对不确定的未来。所有物种都被IUCN指定为“易灭绝”。尽管如此,缺乏对全球范围内地理结构的全面了解,阻碍了我们突出特别脆弱人群保护优先事项的能力。这里,我们使用古代DNA来研究儒艮(Dugongdugon)的种群结构,分析包含已知历史范围的标本中的56个有丝分裂基因组。我们的结果揭示了地理结构和独特的单系进化枝,其特征是形成对比的进化史。我们观察到东部(印度-太平洋)根深蒂固和不同的血统,并获得了有关儒艮最近向印度洋西部扩散的新证据。所有种群之间的差异都很明显,西部种群的遗传变异水平比东部的印度太平洋种群低约10倍。此外,我们发现自20世纪中叶以来,西印度洋儒艮的遗传多样性在时间上显著丧失,以及大约1000年前开始的人口规模下降。我们的结果增加了越来越多的证据,表明儒艮种群越来越容易受到人类活动和全球气候变化的影响。
    Sirenia, an iconic marine taxon with a tropical and subtropical worldwide distribution, face an uncertain future. All species are designated \'Vulnerable\' to extinction by the IUCN. Nonetheless, a comprehensive understanding of geographic structuring across the global range is lacking, impeding our ability to highlight particularly vulnerable populations for conservation priority. Here, we use ancient DNA to investigate dugong (Dugong dugon) population structure, analysing 56 mitogenomes from specimens comprising the known historical range. Our results reveal geographically structured and distinct monophyletic clades characterized by contrasting evolutionary histories. We observe deep-rooted and divergent lineages in the East (Indo-Pacific) and obtain new evidence for the relatively recent dispersal of dugongs into the western Indian Ocean. All populations are significantly differentiated from each other with western populations having approximately 10-fold lower levels of genetic variation than eastern Indo-Pacific populations. Additionally, we find a significant temporal loss of genetic diversity in western Indian Ocean dugongs since the mid-twentieth century, as well as a decline in population size beginning approximately 1000 years ago. Our results add to the growing body of evidence that dugong populations are becoming ever more susceptible to ongoing human action and global climate change.
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  • 文章类型: Journal Article
    Connaraceae是一个大约200种的泛热带家族,其中包含藤本植物和小树,具有明显不同的花卉多态性。包括苦恼,琐碎的,友好地,还有Dioecy.迄今为止,家族内的关系尚未使用靶向分子系统发育治疗进行调查,严重限制了对性状进化的系统理解和重建。因此,他们最后的家族下分类仅基于形态学数据。这里,我们使用了使用Angiosperms353核靶序列捕获探针获得的系统基因组数据,对所有部落和几乎所有属进行抽样,完全来自植物标本室标本,修订家族下系分类,研究异型系的演变。所得到的分子系统发育树的骨架几乎完全被解析。仙人掌科由两个分支组成,一个仅包含非洲属Manotes(4或5种),我们在亚家族层面上新认识到的。建议为Manotoideae提供营养和生殖突触。在Connaroideae内,Connareae已扩展到包括前Jollydoreae。Cnestideae的骨干,其中包含了一半以上的孔雀科物种,仍然没有完全解决。提出了生殖系统进化的重建,初步支持作为家庭的祖先状态,有多个并行损失,与先前的假设一致,加上可能的重新收益。然而,样式多态性的多样性及其系统发育不稳定性排除了明确的答案。总的来说,这项研究加强了植物标本室系统基因组学的实用性,并解锁了Connaraceae的生殖多样性,作为复杂生物学现象进化的模型系统。
    在线版本包含补充材料,可在10.1007/s00606-024-01909-y获得。
    Connaraceae is a pantropical family of about 200 species containing lianas and small trees with remarkably diverse floral polymorphisms, including distyly, tristyly, homostyly, and dioecy. To date, relationships within the family have not been investigated using a targeted molecular phylogenetic treatment, severely limiting systematic understanding and reconstruction of trait evolution. Accordingly, their last infrafamilial classification was based only on morphological data. Here, we used phylogenomic data obtained using the Angiosperms353 nuclear target sequence capture probes, sampling all tribes and almost all genera, entirely from herbarium specimens, to revise infrafamilial classification and investigate the evolution of heterostyly. The backbone of the resulting molecular phylogenetic tree is almost entirely resolved. Connaraceae consists of two clades, one containing only the African genus Manotes (4 or 5 species), which we newly recognize at the subfamily level. Vegetative and reproductive synapomorphies are proposed for Manotoideae. Within Connaroideae, Connareae is expanded to include the former Jollydoreae. The backbone of Cnestideae, which contains more than half of the Connaraceae species, remains incompletely resolved. Reconstructions of reproductive system evolution are presented that tentatively support tristyly as the ancestral state for the family, with multiple parallel losses, in agreement with previous hypotheses, plus possible re-gains. However, the great diversity of stylar polymorphisms and their phylogenetic lability preclude a definitive answer. Overall, this study reinforces the usefulness of herbarium phylogenomics, and unlocks the reproductive diversity of Connaraceae as a model system for the evolution of complex biological phenomena.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s00606-024-01909-y.
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  • 文章类型: Journal Article
    岩骨含有比任何其他人类骨骼高得多的DNA量。由于具有高度破坏性的采样,并且由于它并不总是回收的遗骸的一部分,DNA的替代来源的需要是重要的。要确定其他最佳骨骼类型,岩骨与股骨相比,塔利,和calcanei从两个不同的现代基督教墓地的66个成人骨骼中取样。采用完全去矿质的提取方法用于获得DNA,实时PCR定量以确定DNA数量和降解,和商业法医短串联重复序列(STR)PCR扩增试剂盒,以确定遗传概况。进行统计分析以探索DNA产量的差异,DNA降解,以及STR扩增的成功。很少有系统的研究探索DNA保存中骨骼内的变异性,包括不同时间段和地理位置不同的挖掘地点,调查的第二部分是基于两个考古遗址的比较,这使我们能够比较不同的死后间隔和环境条件对DNA保存的影响。errnomelj的较旧墓地在13至18世纪之间活跃,而最近的Polje墓葬在16至19世纪使用,创造不同的时间和地理环境。errnomelj埋葬地点的结果表明,岩骨的表现优于所有其他研究的骨类型,除了跟骨.在波列考古遗址Calcanei,塔利,股骨的STR分型成功率与岩骨相同。获得的结果强调了仔细选择骨骼样本对老化骨骼遗骸的DNA分析的重要性。除了岩骨,当调查较旧的墓地时,发现calcanei是DNA的替代来源。当最近的墓地被处理时,calcanei,塔利,除了岩骨之外,还应该对股骨进行采样,不仅因为它们表现良好,而且还因为在小梁骨的情况下更容易取样和更容易研磨。这项研究为各种骨骼类型作为DNA来源的潜在用途提供了宝贵的见解,用于研究老化的骨骼遗骸。它为法医和考古调查提供了实际意义。
    The petrous bone contains significantly higher amounts of DNA than any other human bone. Because of highly destructive sampling and because it is not always part of the recovered remains, the need for alternative sources of DNA is important. To identify additional optimal bone types, petrous bones were compared to femurs, tali, and calcanei sampled from 66 adult skeletons from two distinct modern-era Christian cemeteries. An extraction method employing full demineralization was used to obtain DNA, real-time PCR quantification to ascertain DNA quantity and degradation, and a commercial forensic short tandem repeats (STR) PCR amplification kit to determine genetic profiles. Statistical analysis was performed to explore the differences in DNA yield, DNA degradation, and success of STR amplification. A systematic studies exploring intra-skeletal variability in DNA preservation including various excavation sites differing by time period and geographical position are rare, and the second part of the investigation was based on a comparison of both archaeological sites, which allowed us to compare the effect of different post-mortem intervals and environmental conditions on DNA preservation. The older burial site in Črnomelj was active between the 13th and 18th century, whereas the more recent Polje burial was in use from the 16th to 19th century, creating different temporal and geographical environments. Results for the Črnomelj burial site revealed that the petrous bone outperformed all other bone types studied, except the calcaneus. At the Polje archeological site calcanei, tali, and femurs yielded the same STR typing success as petrous bones. The results obtained highlight the importance of careful bone sample selection for DNA analysis of aged skeletal remains. In addition to petrous bones, calcanei were found to be an alternative source of DNA when older burial sites are investigated. When more recent burial sites are processed, calcanei, tali, and femurs should be sampled besides petrous bones, not only because they exhibited good performance, but also because of easier sampling and easier grinding in the case of trabecular bones. This study contributes valuable insights into the potential use of various skeletal types as a source of DNA for investigation of aged skeletal remains, and it offers practical implications for forensic and archaeological investigations.
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  • 文章类型: Journal Article
    我们在这里介绍CLUES2,这是一种从序列数据中推断自然选择的完全似然方法,是CLUES方法的扩展。我们对CLUES方法进行了一些实质性改进,大大提高了其适用性和速度。我们将使用古代数据上的ARG作为排放的能力添加到底层HMM中,这使得CLUES2能够同时使用时间和链接信息来估计选择系数。我们还完全实现了在不同时期估计不同选择系数的能力,它允许分析选择性压力随时间的变化,以及具有优势的选择。此外,我们使用前向后向算法的几种近似方法大大提高了CLUES2的计算效率,并开发了一种新方法,通过对选择系数估计的不确定性进行积分来重建历史等位基因频率。我们通过广泛的模拟说明了CLUES2的准确性,并验证了用于整合基因树推断不确定性的重要性采样框架。我们还通过显示在零假设下,CLUES2得到了很好的校准,对数似然比的分布遵循具有适当自由度的卡方分布。我们对一组最近发布的来自欧亚大陆西部的古代人类数据运行CLUES2,并测试选择系数随时间变化的证据。我们发现了重要的证据,表明与将农业引入欧洲以及随后的饮食和人口结构变化相关的几个基因中的选择性压力发生变化。特别是,我们的分析支持先前的假设,即在古代饥荒时期对乳糖酶的持久性进行强烈选择,而在更现代的时期则进行减弱的选择。
    We here present CLUES2, a full-likelihood method to infer natural selection from sequence data that is an extension of the method CLUES. We make several substantial improvements to the CLUES method that greatly increases both its applicability and its speed. We add the ability to use ancestral recombination graphs on ancient data as emissions to the underlying hidden Markov model, which enables CLUES2 to use both temporal and linkage information to make estimates of selection coefficients. We also fully implement the ability to estimate distinct selection coefficients in different epochs, which allows for the analysis of changes in selective pressures through time, as well as selection with dominance. In addition, we greatly increase the computational efficiency of CLUES2 over CLUES using several approximations to the forward-backward algorithms and develop a new way to reconstruct historic allele frequencies by integrating over the uncertainty in the estimation of the selection coefficients. We illustrate the accuracy of CLUES2 through extensive simulations and validate the importance sampling framework for integrating over the uncertainty in the inference of gene trees. We also show that CLUES2 is well-calibrated by showing that under the null hypothesis, the distribution of log-likelihood ratios follows a χ2 distribution with the appropriate degrees of freedom. We run CLUES2 on a set of recently published ancient human data from Western Eurasia and test for evidence of changing selection coefficients through time. We find significant evidence of changing selective pressures in several genes correlated with the introduction of agriculture to Europe and the ensuing dietary and demographic shifts of that time. In particular, our analysis supports previous hypotheses of strong selection on lactase persistence during periods of ancient famines and attenuated selection in more modern periods.
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  • 文章类型: Journal Article
    西西里岛的中世纪时期是动荡的,涉及连续的政权更迭,从拜占庭(希腊基督教),Aghlabid(逊尼派穆斯林),Fatimid(穆斯林),诺曼人和斯瓦比亚人(拉丁基督教)。为了揭示政权更迭对当地的影响,我们对Segesta遗址附近的穆斯林和基督教墓地中埋葬的27个人进行了多学科分析,西西里西部。通过结合放射性碳测年,全基因组测序,稳定和放射性同位素数据,和考古记录,我们发现了两个社区之间的遗传差异,但发现了生命其他方面的连续性证据。历史和考古证据表明,在12世纪诺曼统治期间,穆斯林社区就存在了,基督教定居点出现在13世纪斯瓦比亚统治下。对墓葬中的放射性碳日期的贝叶斯分析发现,穆斯林公墓的废弃可能发生在基督教公墓建立之后,这表明在13世纪上半叶,这两种信仰的个人都存在于该地区。生物分子结果表明,在遵循基本相似的饮食的同时,基督徒在遗传上与Segesta的穆斯林社区不同。这项研究表明,中世纪政权更迭的影响超出了政治核心,导致人口变化,而经济体系持续存在,新的社会关系出现。
    The medieval period in Sicily was turbulent, involving successive regime changes, from Byzantine (Greek Christian), Aghlabid (Sunni Muslim), Fatimid (Shī\'a Muslim), to Normans and Swabians (Latin Christian). To shed new light on the local implications of regime changes, we conducted a multidisciplinary analysis of 27 individuals buried in adjacent Muslim and Christian cemeteries at the site of Segesta, western Sicily. By combining radiocarbon dating, genome-wide sequencing, stable and radiogenic isotopic data, and archaeological records, we uncover genetic differences between the two communities but find evidence of continuity in other aspects of life. Historical and archaeological evidence shows a Muslim community was present by the 12th century during Norman governance, with the Christian settlement appearing in the 13th century under Swabian governance. A Bayesian analysis of radiocarbon dates from the burials finds the abandonment of the Muslim cemetery likely occurred after the establishment of the Christian cemetery, indicating that individuals of both faiths were present in the area in the first half of the 13th century. The biomolecular results suggest the Christians remained genetically distinct from the Muslim community at Segesta while following a substantially similar diet. This study demonstrates that medieval regime changes had major impacts beyond the political core, leading to demographic changes while economic systems persisted and new social relationships emerged.
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  • 文章类型: Journal Article
    由于在这些深度进行采样的固有困难,因此对hadopelagic环境的研究仍然很少。使用沉积物环境DNA(eDNA)可以克服其中一些限制,因为定居和保存的DNA代表了生物群落的档案。我们使用沉积物eDNA来评估世界上最有生产力的公海生态系统之一的社区变化:阿塔卡马海沟。阿塔卡马海沟周围的生态系统已经被密集捕捞,并受到气候振荡的影响,但是对海洋社区潜在影响的理解是有限的。我们在2400至〜8000m的水深处使用沉积物岩心对五个地点进行了采样。沉积记录的年代是使用210Pbex确定的。从核心切片中提取环境DNA,并使用两种单独的引物对有效地针对上层分类群的18SrRNA基因(V9和V7)的不同部分,使用metabarcoding来鉴定真核生物群落。重建的群落在标记之间相似,主要由chromista和Chromista王国的成员组成。对所有站点的Alpha多样性进行了估计,间隔为15年(从1842年到2018年),从1970年到1985年,生物多样性急剧下降,这与当时已知的最强烈的厄尔尼诺事件之一和广泛的捕鱼努力相一致。随着时间的推移,我们发现海面温度对群落组成有直接影响。分别检查了鱼类和刺胞动物的阅读丰度,以确定捕鱼是否有直接影响,但没有发现直接关系。这些结果表明,沉积物eDNA可以成为一种有价值的新兴工具,为生态系统发展的历史观点提供见解。这项研究是朝着更好地了解环境和人为驱动因素对影响开放和深海社区的重要性迈出的重要一步。
    The hadopelagic environment remains highly understudied due to the inherent difficulties in sampling at these depths. The use of sediment environmental DNA (eDNA) can overcome some of these restrictions as settled and preserved DNA represent an archive of the biological communities. We use sediment eDNA to assess changes in the community within one of the world\'s most productive open-ocean ecosystems: the Atacama Trench. The ecosystems around the Atacama Trench have been intensively fished and are affected by climate oscillations, but the understanding of potential impacts on the marine community is limited. We sampled five sites using sediment cores at water depths from 2400 to ~8000 m. The chronologies of the sedimentary record were determined using 210Pbex. Environmental DNA was extracted from core slices and metabarcoding was used to identify the eukaryote community using two separate primer pairs for different sections of the 18S rRNA gene (V9 and V7) effectively targeting pelagic taxa. The reconstructed communities were similar among markers and mainly composed of chordates and members of the Chromista kingdom. Alpha diversity was estimated for all sites in intervals of 15 years (from 1842 to 2018), showing a severe drop in biodiversity from 1970 to 1985 that aligns with one of the strongest known El Niño events and extensive fishing efforts during the time. We find a direct impact of sea surface temperature on the community composition over time. Fish and cnidarian read abundance was examined separately to determine whether fishing had a direct impact, but no direct relation was found. These results demonstrate that sediment eDNA can be a valuable emerging tool providing insight in historical perspectives on ecosystem developments. This study constitutes an important step toward an improved understanding of the importance of environmental and anthropogenic drivers in affecting open and deep ocean communities.
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  • 文章类型: Journal Article
    古代DNA为在时间和空间上直接研究人类群体遗传学提供了独特的框架。尽管如此,由于大多数古代基因组数据覆盖率低,分析面临的SNP数量少,基因型不确定性,和参考偏差。这里,我们首次对来自欧亚大陆的120个古人类基因组(包括主要来自先前评估不足的地区的基因组)的两个不同版本的Glimpse工具进行了基准测试,并将基因型归因与低覆盖率基因组数据分析的事实上分析方法的性能进行了比较.我们进一步研究了两个不同的参考面板对低覆盖率基因组数据的填补准确性的影响。我们计算准确性统计,并执行PCA和f4统计,以探索基因型归因对低覆盖率数据的行为(i)两个版本的Glimpse,(ii)两个参考面板,(iii)四个填补后过滤器和覆盖范围,以及(iv)分析样本的数据类型和地理来源。我们的结果表明,即使对于0.1倍覆盖的古代人类基因组,使用Glimpse-v2进行基因型估算是合适的。此外,使用与人类基因组多样性小组合并的1000个基因组,提高了低MAF的稀有变体的归因准确性,这不仅对古代基因组学很重要,而且对基于低覆盖率数据的现代人类基因组研究和基于单倍型的分析也很重要。最重要的是,我们发现,低覆盖古代人类基因组的基因型填补降低了样品对人类参考基因组的遗传亲和力。通过解决数据分析中最具挑战性的偏见之一,所谓的参考偏差,使用Glimpsev2进行基因型估算有望用于低覆盖率的古代人类基因组数据分析以及基于稀有变体和基于单倍型的分析。
    Ancient DNA provides a unique frame for directly studying human population genetics in time and space. Still, since most of the ancient genomic data is low coverage, analysis is confronted with a low number of SNPs, genotype uncertainties, and reference-bias. Here, we for the first time benchmark the two distinct versions of Glimpse tools on 120 ancient human genomes from Eurasia including those largely from previously under-evaluated regions and compare the performance of genotype imputation with de facto analysis approaches for low coverage genomic data analysis. We further investigate the impact of two distinct reference panels on imputation accuracy for low coverage genomic data. We compute accuracy statistics and perform PCA and f4-statistics to explore the behaviour of genotype imputation on low coverage data regarding (i)two versions of Glimpse, (ii)two reference panels, (iii)four post-imputation filters and coverages, as well as (iv)data type and geographical origin of the samples on the analyses. Our results reveal that even for 0.1X coverage ancient human genomes, genotype imputation using Glimpse-v2 is suitable. Additionally, using the 1000 Genomes merged with Human Genome Diversity Panel improves the accuracy of imputation for the rare variants with low MAF, which might be important not only for ancient genomics but also for modern human genomic studies based on low coverage data and for haplotype-based analysis. Most importantly, we reveal that genotype imputation of low coverage ancient human genomes reduces the genetic affinity of the samples towards human reference genome. Through solving one of the most challenging biases in data analysis, so-called reference bias, genotype imputation using Glimpse v2 is promising for low coverage ancient human genomic data analysis and for rare-variant-based and haplotype-based analysis.
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