population differentiation

人口分化
  • 文章类型: Journal Article
    Taenioidessp.是一种小型温带鱼类,最初已知栖息在中国沿海地区微咸水域的泥泞底部。然而,近年来,它开始入侵多个内陆淡水,并对中国水生生态系统造成严重破坏。为了调查该物种的来源和入侵史,我们基于部分线粒体D环区,对从7个地点收集的141例个体的种群结构进行了研究.结果表明,遗传多样性从南到北逐渐降低,长江口和太湖种群具有最高的单倍型多样性(Hd),平均差异数(k),和核苷酸多样性(π)值,这表明它们可能是Taenioidessp的来源。入侵。隔离距离分析显示,七个种群之间的遗传距离和地理距离之间存在非显着相关性(p=0.166),表明通过区域水利工程介导的分散可能在Taenioidessp。入侵。种群遗传结构分析揭示了七个种群中有两个分化的进化枝,进化枝2只在源种群中检测到,这表明两个进化枝的入侵能力可能存在差异。我们的结果提供了有关本地河口鱼类如何通过水利工程入侵的见解,并可能为将来控制这种入侵物种提供关键信息。
    Taenioides sp. is a small temperate fish originally known to inhabit muddy bottoms of brackish waters in coastal areas of China. However, it began to invade multiple inland freshwaters and caused severe damage to Chinese aquatic ecosystems in recent years. To investigate the sources and invasive history of this species, we examined the population structure of 141 individuals collected from seven locations based on partial mitochondrial D-loop regions. The results revealed that the genetic diversity gradually decreased from south to north, with the Yangtze River Estuary and Taihu Lake populations possessing the highest haplotype diversity (Hd), average number of differences (k), and nucleotide diversity (π) values, suggesting that they may be the sources of Taenioides sp. invasions. Isolation-by-distance analysis revealed a non-significant correlation (p = 0.166) between genetic and geographic distances among seven populations, indicating that dispersal mediated through the regional hydraulic projects may have played an essential role in Taenioides sp. invasions. The population genetic structure analysis revealed two diverged clades among seven populations, with clade 2 only detected in source populations, suggesting a possible difference in the invasion ability of the two clades. Our results provide insights into how native estuary fish become invasive through hydraulic projects and may provide critical information for the future control of this invasive species.
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  • 文章类型: Journal Article
    埃塞俄比亚大约有5200万只具有明显表型变异性的本地山羊,这是自然和人为选择的结果。这里,我们获得了三个埃塞俄比亚土著山羊种群的全基因组序列数据(阿拉伯,费拉塔,和Oromo)来自埃塞俄比亚西北部,并分析了它们的全基因组遗传多样性,人口结构,和选择的签名。我们纳入了其他四个埃塞俄比亚山羊种群的基因型数据(Abergelle,Keffa,Gumuz,和Woyto-Guji)和来自亚洲的山羊;欧洲;和东部,南方,西方,和北非调查三个埃塞俄比亚种群的遗传易感性,并进行比较基因组分析。遗传多样性分析表明,Fellata山羊表现出最低的杂合值(Ho=0.288±0.005,He=0.334±0.0001)。在阿拉伯山羊中观察到最高值(Ho=0.310±0.010,He=0.347±4.35e-05)。Fellata山羊的近交系数(FROH=0.137±0.016)高于阿拉伯人的0.105±0.030和奥罗莫山羊的0.112±0.034。这表明在未来的保护活动中应优先考虑Fellata山羊种群。Thethreegompopulationsshowedthemajority(jo63%)ofrunsof纯合性intheshort(100-150Kb)lengthcategory,说明古代近亲繁殖和/或小创始人的影响。种群关系和结构分析将埃塞俄比亚土著山羊分为两个缺乏系统地理结构的不同遗传簇。Arab,费拉塔,奥罗莫,Abergelle,Keffa代表了一个基因簇.Gumuz和Woyto-Guji形成了一个单独的簇,并与肯尼亚博兰山羊具有共同的遗传背景。全基因组选择特征分析确定了影响适应干旱和半干旱环境的163个基因的9个最强区域(HOXC12,HOXC13,HOXC4,HOXC6和HOXC9,MAPK8IP2)。免疫应答(IL18,TYK2,ICAM3,ADGRG1和ADGRG3),以及生产和繁殖(RARG和DNMT1)。我们的研究结果为深入了解半干旱热带环境中埃塞俄比亚土著山羊的遗传结构基础选择特征提供了见解,并为山羊遗传改良提供了有价值的信息。保护战略,全基因组关联研究,和标记辅助育种。
    Ethiopia has about 52 million indigenous goats with marked phenotypic variability, which is the outcome of natural and artificial selection. Here, we obtained whole-genome sequence data of three Ethiopian indigenous goat populations (Arab, Fellata, and Oromo) from northwestern Ethiopia and analyzed their genome-wide genetic diversity, population structure, and signatures of selection. We included genotype data from four other Ethiopian goat populations (Abergelle, Keffa, Gumuz, and Woyto-Guji) and goats from Asia; Europe; and eastern, southern, western, and northern Africa to investigate the genetic predisposition of the three Ethiopian populations and performed comparative genomic analysis. Genetic diversity analysis showed that Fellata goats exhibited the lowest heterozygosity values (Ho = 0.288 ± 0.005 and He = 0.334 ± 0.0001). The highest values were observed in Arab goats (Ho = 0.310 ± 0.010 and He = 0.347 ± 4.35e-05). A higher inbreeding coefficient (FROH = 0.137 ± 0.016) was recorded for Fellata goats than the 0.105 ± 0.030 recorded for Arab and the 0.112 ± 0.034 recorded for Oromo goats. This indicates that the Fellata goat population should be prioritized in future conservation activities. The three goat populations showed the majority (∼63%) of runs of homozygosity in the shorter (100-150 Kb) length category, illustrating ancient inbreeding and/or small founder effects. Population relationship and structure analysis separated the Ethiopian indigenous goats into two distinct genetic clusters lacking phylogeographic structure. Arab, Fellata, Oromo, Abergelle, and Keffa represented one genetic cluster. Gumuz and Woyto-Guji formed a separate cluster and shared a common genetic background with the Kenyan Boran goat. Genome-wide selection signature analysis identified nine strongest regions spanning 163 genes influencing adaptation to arid and semi-arid environments (HOXC12, HOXC13, HOXC4, HOXC6, and HOXC9, MAPK8IP2), immune response (IL18, TYK2, ICAM3, ADGRG1, and ADGRG3), and production and reproduction (RARG and DNMT1). Our results provide insights into a thorough understanding of genetic architecture underlying selection signatures in Ethiopian indigenous goats in a semi-arid tropical environment and deliver valuable information for goat genetic improvement, conservation strategy, genome-wide association study, and marker-assisted breeding.
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  • 文章类型: Journal Article
    幼虫寄主植物质量与温度之间的相互作用会影响食草动物的短期生理速率和生活史特征。这些因素可以在局部变化,导致局部适应饮食和温度,但是很少进行群体之间这些相互作用的比较。在这项研究中,我们研究人工饮食的大量营养素比例如何决定幼虫的生长,发展,以及来自不同气候区的两个入侵北美种群在不同温度下的幼体菜鸟(鳞翅目:Pieridae)的存活。我们用三种温度处理(18°C,25°C,和32°C)和三种人工饮食处理在蛋白质与碳水化合物的比例方面有所不同(低蛋白,平衡,和高蛋白)。在较低的温度下,饮食对生活史特征的影响更大,但是这些在不同的人群之间是不同的。在低温处理下,亚热带种群的幼虫在低蛋白饮食下的成活率降低,而温带种群的幼虫存活率在所有温度和饮食治疗中都同样高。总的来说,这两个群体的表现都更差(即,他们表现出较慢的消费率,增长,和发展,并且在饮食中具有较小的p质量),蛋白质比例低,但是在所有温度下,温带种群的幼虫对饮食比例变化的敏感性较低。我们的结果证实,昆虫食草动物营养不平衡的生理和生活史后果可能取决于发育温度,北美不同地理种群对营养平衡和温度的敏感性不同。
    The interaction between larval host plant quality and temperature can influence the short-term physiological rates and life-history traits of insect herbivores. These factors can vary locally, resulting in local adaptation in responses to diet and temperature, but the comparison of these interactions between populations is infrequently carried out. In this study, we examine how the macronutrient ratio of an artificial diet determines the larval growth, development, and survival of larval Pieris rapae (Lepidoptera: Pieridae) at different temperatures between two invasive North American populations from different climatic regions. We conducted a fully factorial experiment with three temperature treatments (18°C, 25°C, and 32°C) and three artificial diet treatments varying in terms of the ratio of protein to carbohydrate (low protein, balanced, and high protein). The effects of diet on life-history traits were greater at lower temperatures, but these differed between populations. Larvae from the subtropical population had reduced survival to pupation on the low-protein diet in the cold temperature treatment, whereas larval survival for the temperate population was equally high for all temperature and diet treatments. Overall, both populations performed more poorly (i.e., they showed slower rates of consumption, growth, and development, and had a smaller pupal mass) in the diet with the low protein ratio, but larvae from the temperate population were less sensitive to diet ratio changes at all temperatures. Our results confirm that the physiological and life-history consequences of imbalanced nutrition for insect herbivores may depend on developmental temperatures, and that different geographic populations of P. rapae within North America vary in their sensitivity to nutritional balance and temperature.
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  • 文章类型: Journal Article
    桉树具有生长快、抗性高的特点。然而,关于E.pellita分子育种的研究很少,这对于缩短育种寿命和选择优质品种至关重要。因此,在进行选择性育种以提高E.pellita木材质量之前的关键步骤是使用单核苷酸多态性(SNP)标记来鉴定遗传多样性和种群结构。在这项研究中,使用通过全基因组重测序鉴定的1,677,732个SNP标记评估了来自23个地理定义的第一代196个E.pellita家族的遗传多样性。SNP注释显示非同义与同义编码突变的比率为0.83。主成分分析(PCA),系统发育树,人口结构分析允许将家庭分为三类,其中一个(G2)包含大多数印度尼西亚(IDN)和巴布亚新几内亚(PNG)家庭。亲缘关系分析表明IDN与PNG密切相关。遗传多样性分析表明,PIC,I,和H的平均值分别为0.2502、0.2027、0.3815和0.2680。PCA分析将QLD中的各种来源分为两类(G1和G3)。G3的遗传多样性高于G2。遗传分化(Fst)结果表明,PNG区分为两组(PNG1和PNG2),QLD和PNG2区域之间的Fst(0.172)高于QLD和PNG1,IDN和PNG1之间的Fst(0.024)小于IDN和PNG2。Mantel检验显示E.pellita的遗传距离和地理距离之间呈正相关。本研究对遗传鉴定具有一定的参考价值,种质保存,和E.pellita的繁殖。此外,为后续的关联分析提供了基础,以探索优秀等位基因和导入。
    Eucalyptus pellita has the characteristics of rapid growth and high resistance. However, there is little research on molecular breeding of E. pellita, which is essential to shortening breeding life and selecting quality varieties. Therefore, a crucial step before selective breeding can be carried out to increase the wood quality of E. pellita is identifying genetic diversity and population structure using single nucleotide polymorphism (SNP) markers. In this study, the genetic diversity of 1st generation 196 E. pellita families from 23 geographically defined was assessed using 1,677,732 SNP markers identified by whole genome resequencing. SNP annotation showed that the ratio of non-synonymous to synonymous coding mutations was 0.83. Principal component analysis (PCA), phylogenetic tree, and population structure analysis permitted the families to be categorized into three groups, one of which (G2) contains most of the Indonesian (IDN) and Papua New Guinea (PNG) families. Genetic relationship analysis showed that IDN was closely related to PNG. Genetic diversity analysis showed that He, PIC, I, and H mean values were 0.2502, 0.2027, 0.3815, and 0.2680, respectively. PCA analysis classified various provenances in QLD into two categories (G1 and G3). The genetic diversity of G3 was higher than that of G2. The results of genetic differentiation (Fst) showed that PNG region was divided into two groups (PNG1 and PNG2), the Fst (0.172) between QLD and PNG2 region was higher than QLD and PNG1, and the Fst (0.024) between IDN and PNG1 is smaller than IDN and PNG2. A Mantel test revealed a positive correlation between the genetic and geographic distance of E. pellita. This study has a certain reference value for genetic identification, germplasm preservation, and breeding of E. pellita. Also, it provides a basis for subsequent association analysis to explore excellent alleles and introduction.
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  • 文章类型: Journal Article
    主要组织相容性复合体(MHC)由于其非凡的多态性而在对病原体的适应性免疫应答中起着关键作用。然而,条纹仓鼠MHC变异的空间格局仍不清楚,特别是关于与中性力相比,平衡选择在塑造MHC空间变异和多样性方面的相对贡献。
    在这项研究中,我们调查了内蒙古四个野生种群中条纹仓鼠的免疫原性变化,这些种群经历了异质寄生负担。我们的目标是通过比较MHC与七个微卫星位点的遗传结构来确定局部适应,考虑到中立的过程。
    我们观察到不同地点之间寄生虫压力的显著变化,寄生虫负荷与温度和降水有关。分子分析显示MHC和微卫星基因座之间具有相似的共结构。与微卫星基因座相比,我们观察到MHC基因座的遗传分化较低,两者之间没有相关性。
    总的来说,这些结果表明,在形成MHC变异的空间模式时,中性进化力和平衡选择之间存在复杂的相互作用.未在小规模上检测到本地适应,但可能在更大规模上适用。
    The major histocompatibility complex (MHC) plays a key role in the adaptive immune response to pathogens due to its extraordinary polymorphism. However, the spatial patterns of MHC variation in the striped hamster remain unclear, particularly regarding the relative contribution of the balancing selection in shaping MHC spatial variation and diversity compared to neutral forces.
    In this study, we investigated the immunogenic variation of the striped hamster in four wild populations in Inner Mongolia which experience a heterogeneous parasitic burden. Our goal was to identify local adaptation by comparing the genetic structure at the MHC with that at seven microsatellite loci, taking into account neutral processes.
    We observed significant variation in parasite pressure among sites, with parasite burden showing a correlation with temperature and precipitation. Molecular analysis revealed a similar co-structure between MHC and microsatellite loci. We observed lower genetic differentiation at MHC loci compared to microsatellite loci, and no correlation was found between the two.
    Overall, these results suggest a complex interplay between neutral evolutionary forces and balancing selection in shaping the spatial patterns of MHC variation. Local adaptation was not detected on a small scale but may be applicable on a larger scale.
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  • 文章类型: Journal Article
    美杜莎美杜莎马克西姆。是典型的“天空岛”物种,也是开花植物中海拔分布最高的物种。本研究旨在分析从青藏高原东北部祁连山(QTP)的20个种群中收集的300个美杜莎种质的遗传多样性和种群结构。使用序列相关扩增多态性(SRAP)标记。总共使用了14种SRAP引物组合来分析所有种质的遗传多样性和种群结构。在511个扩增带中,496(97.06%)为多态性。祁连山东部群体的遗传多样性明显高于中西部群体。种群结构分析显示,种群之间的遗传分化更大,Gst为0.4926。基于UPGMA的聚类将300个美杜莎种质分为3个主要聚类,而贝叶斯结构分析将它们分为两组。相关分析表明,种群的遗传亲和力是基于地理距离的差异,湿度条件,和栖息地之间的光热条件。这项研究代表了对S.medusa的首次全面遗传评估,并为该物种的保护提供了重要的遗传基线数据。
    Saussurea medusa Maxim. is a typical \"sky island\" species and one with the highest altitude distributions among flowering plants. The present study aimed at analyzing the genetic diversity and population structure of 300 S. medusa accessions collected from 20 populations in the Qilian Mountains in the northeastern Qinghai-Tibet Plateau (QTP), using sequence-related amplified polymorphism (SRAP) markers. A total of 14 SRAP primer combinations were employed to analyze genetic diversity and population structure across all accessions. Out of 511 amplified bands, 496 (97.06%) were polymorphic. The populations in the eastern Qilian Mountains had significantly higher genetic diversity than those in the central and western groups. Population structure analysis revealed greater genetic differentiation among populations with a Gst of 0.4926. UPGMA-based clustering classified the 300 S. medusa accessions into 3 major clusters, while the Bayesian STRUCTURE analysis categorized them into 2 groups. Correlation analyses showed that the genetic affinity of the populations was based on differences in geographical distance, moisture conditions, and photothermal conditions between the habitats. This study represents the first comprehensive genetic assessment of S. medusa and provides important genetic baseline data for the conservation of the species.
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  • 文章类型: Journal Article
    研究局部适应的遗传机制对于理解物种如何适应异质环境至关重要。在本研究中,我们分析了限制性位点相关DNA测序(RADseq)数据,以探索遗传多样性,遗传结构,遗传分化,和短针茅的局部适应。总的来说,对135株植物进行了测序,获得了25,786个多态位点。我们发现短草种群中的遗传多样性较低(He=0.1284)。沿其分布范围确定了四个遗传簇。Mantel测试,局部Mantel试验,和随机化的多重矩阵回归(MMRR)表明人口分化是由地理距离和环境因素引起的。通过FST异常值检验和环境关联分析(EAA),113个候选基因座被鉴定为推定自适应基因座。RPK2和CPRF1,与分生组织维持和光响应有关,分别,被注释了。探讨气候因子对短草遗传分化和局部适应性的影响,对25,786个单核苷酸多态性(SNP)和113个候选基因座进行了梯度森林(GF)分析,分别。结果表明,温度和降水均影响短草的遗传分化,降水与当地适应密切相关。本研究为理解短草的局部适应性提供了理论依据。
    Investigating the genetic mechanisms of local adaptation is critical to understanding how species adapt to heterogeneous environments. In the present study, we analyzed restriction site-associated DNA sequencing (RADseq) data in order to explore genetic diversity, genetic structure, genetic differentiation, and local adaptation of Stipa breviflora. In total, 135 individual plants were sequenced and 25,786 polymorphic loci were obtained. We found low genetic diversity (He = 0.1284) within populations of S. breviflora. Four genetic clusters were identified along its distribution range. The Mantel test, partial Mantel test, and multiple matrix regression with randomization (MMRR) indicate that population differentiation was caused by both geographic distance and environmental factors. Through the FST outlier test and environmental association analysis (EAA), 113 candidate loci were identified as putatively adaptive loci. RPK2 and CPRF1, which are associated with meristem maintenance and light responsiveness, respectively, were annotated. To explore the effects of climatic factors on genetic differentiation and local adaptation of S. breviflora, gradient forest (GF) analysis was applied to 25,786 single nucleotide polymorphisms (SNPs) and 113 candidate loci, respectively. The results showed that both temperature and precipitation affected the genetic differentiation of S. breviflora, and precipitation was strongly related to local adaptation. Our study provides a theoretical basis for understanding the local adaptation of S. breviflora.
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  • 文章类型: Journal Article
    背景:作为遗传变异的重要来源,拷贝数变异(CNV)可以改变DNA片段的剂量,这反过来可能会影响基因表达水平和表型。然而,我们对苹果CNV的了解仍然有限。这里,我们获得了高置信度CNVs,并基于两个苹果群体的基因组重测序数据研究了它们的功能影响,品种和野生近亲。
    结果:在这项研究中,我们从346个苹果种质中鉴定出包含14,839个CNV区域(CNVR)的914,610个CNV,包括289个品种和57个野生近缘种。CNVR总计为71.19Mb,占苹果基因组的10.03%。在与附近SNP的低连锁不平衡(LD)下,它们还可以独立于SNP准确反映苹果的种群结构。此外,共有3,621个基因被CNVRs覆盖,并在功能上参与生物学过程,如防御反应,繁殖和代谢过程。此外,品种和野生近缘种之间的种群分化指数([公式:见文字])分析揭示了127个CN分化基因,这可能导致这两个群体的性状差异。
    结论:本研究基于对346个不同苹果品种的CNVs的鉴定,据我们所知,这是苹果最大的CNV分析数据集。我们的工作提供了第一个全面的CNV图谱,并为理解苹果基因组变异提供了宝贵的资源。
    BACKGROUND: As an important source of genetic variation, copy number variation (CNV) can alter the dosage of DNA segments, which in turn may affect gene expression level and phenotype. However, our knowledge of CNV in apple is still limited. Here, we obtained high-confidence CNVs and investigated their functional impact based on genome resequencing data of two apple populations, cultivars and wild relatives.
    RESULTS: In this study, we identified 914,610 CNVs comprising 14,839 CNV regions (CNVRs) from 346 apple accessions, including 289 cultivars and 57 wild relatives. CNVRs summed to 71.19 Mb, accounting for 10.03% of the apple genome. Under the low linkage disequilibrium (LD) with nearby SNPs, they could also accurately reflect the population structure of apple independent of SNPs. Furthermore, A total of 3,621 genes were covered by CNVRs and functionally involved in biological processes such as defense response, reproduction and metabolic processes. In addition, the population differentiation index ([Formula: see text]) analysis between cultivars and wild relatives revealed 127 CN-differentiated genes, which may contribute to trait differences in these two populations.
    CONCLUSIONS: This study was based on identification of CNVs from 346 diverse apple accessions, which to our knowledge was the largest dataset for CNV analysis in apple. Our work presented the first comprehensive CNV map and provided valuable resources for understanding genomic variations in apple.
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  • 文章类型: Journal Article
    HLA频率在人群中显示出广泛的差异。人口统计因素以及选择被认为影响了大陆的HLA变异。在这项研究中,进行了HLAI类和II类多样性的全球比较.多维缩放技术应用于来自各大洲200个人群的50个HLA-A和HLA-B(I类)以及13个HLA-DRB1(II类)第一场频率。我们的结果证实了地理对HLAI类等位基因组分布的强烈影响,主坐标分析与人口的地理位置非常相似,尤其是非洲-欧亚大陆。相反,II类频率沿着与实际地理位置不太明显相关的连续分化对种群进行分层。双重聚类分析揭示了更精细的大陆内子集群(例如,北欧和西欧vs.东南欧,北非和西南亚;南非和东非vs.西非),和这些簇特有的HLA等位基因组模式。古代(南岛扩张)和最近(欧洲的罗曼人)移民,以及极端分化(台湾土著人民,美洲原住民),和区域间基因流(萨米,埃及人)也反映在结果中。比较DST和地理位置的障碍分析确定了由自然障碍或人类行为引起的遗传不连续性,从而解释了I类和II类的大陆间和大陆内HLA边界。总的来说,从非洲人到大洋洲和美洲原住民的HLA多样性逐渐减少。对一组独特的全球人群中HLA频率的分析证实了先前关于I类频率与地理的显着相似性的发现,但也显示了II类的更复杂的发展,对人类进化研究和生物医学研究都有影响。
    HLA frequencies show widespread variation across human populations. Demographic factors as well as selection are thought to have shaped HLA variation across continents. In this study, a worldwide comparison of HLA class I and class II diversity was carried out. Multidimensional scaling techniques were applied to 50 HLA-A and HLA-B (class I) as well as 13 HLA-DRB1 (class II) first-field frequencies in 200 populations from all continents. Our results confirm a strong effect of geography on the distribution of HLA class I allele groups, with principal coordinates analysis closely resembling geographical location of populations, especially those of Africa-Eurasia. Conversely, class II frequencies stratify populations along a continuum of differentiation less clearly correlated to actual geographic location. Double clustering analysis revealed finer intra-continental sub-clusters (e.g., Northern and Western Europe vs. South East Europe, North Africa and Southwest Asia; South and East Africa vs. West Africa), and HLA allele group patterns characteristic of these clusters. Ancient (Austronesian expansion) and more recent (Romani people in Europe) migrations, as well as extreme differentiation (Taiwan indigenous peoples, Native Americans), and interregional gene flow (Sámi, Egyptians) are also reflected by the results. Barrier analysis comparing DST and geographic location identified genetic discontinuities caused by natural barriers or human behavior explaining inter and intra-continental HLA borders for class I and class II. Overall, a progressive reduction in HLA diversity from African to Oceanian and Native American populations is noted. This analysis of HLA frequencies in a unique set of worldwide populations confirms previous findings on the remarkable similarity of class I frequencies to geography, but also shows a more complex development for class II, with implications for both human evolutionary studies and biomedical research.
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  • 文章类型: Journal Article
    大型底栖无脊椎动物普遍分布在公海的上层带。然而,我们对它们的遗传结构模式的理解仍然知之甚少。研究浮游Lepasanatifera的遗传分化模式,并阐明温度维持这种模式的潜在作用对于我们了解浮游大型底栖动物的分布和生物多样性至关重要。在本研究中,来自三个南海(SCS)种群的线粒体细胞色素氧化酶亚基I(mtDNACOI)和从固定浮标采样的六个黑潮延伸(KE)区域种群以及来自种群子集(两个SCS种群和四个KE区域种群)的全基因组SNP进行了测序和分析,以调查中上层藤壶的遗传模式。取样地点的水温不同;换句话说,水温随着纬度的增加而降低,表面的水温高于地下。我们的结果表明,基于mtDNACOI,在不同的地理位置和深度发现了三个遗传分化明显的谱系,所有SNP,中性SNP,和离群值SNP。谱系1和谱系2在KE地区的地表下种群和地表种群中占主导地位,分别。谱系3在SCS种群中占主导地位。上新世时期的历史事件塑造了三个谱系的分化,while,如今,温度异质性维持了西北太平洋厌食症的遗传模式。从黑潮延伸(KE)地区的表面种群中遗传分离出地下种群,暗示小尺度垂直热异质性也是维持远洋物种遗传分化模式的重要因素。
    Macrobenthic invertebrates are ubiquitously distributed in the epipelagic zone of the open ocean. Yet, our understanding of their genetic structure patterns remains poorly understood. Investigating the genetic differentiation patterns of pelagic Lepas anatifera and clarifying the potential roles of temperature maintaining this pattern are crucial for our understanding of the distribution and biodiversity of pelagic macrobenthos. In the present study, mitochondrial cytochrome oxidase subunit I (mtDNA COI) from three South China Sea (SCS) populations and six Kuroshio Extension (KE) region populations of L. anatifera sampled from fixed buoys and genome-wide SNPs from a subset of populations (two SCS populations and four KE region populations) were sequenced and analyzed for investigating the genetic pattern of the pelagic barnacle. Water temperature was different among sampling sites; in other words, the water temperature decreased with latitude increases, and the water temperature on the surface was higher than in the subsurface. Our result showed that three lineages with clear genetic differentiation were found in different geographical locations and depths based on mtDNA COI, all SNPs, neutral SNPs, and outlier SNPs. Lineage 1 and lineage 2 were dominant in the subsurface populations and surface populations from the KE region, respectively. Lineage 3 was dominant in the SCS populations. Historical events during the Pliocene epoch shaped the differentiation of the three lineages, while, nowadays, temperature heterogeneity maintains the current genetic pattern of L. anatifera in the northwest Pacific. The subsurface populations were genetically isolated from the surface populations in the Kuroshio Extension (KE) region, implying small-scale vertical thermal heterogeneity was also an important factor maintaining the genetic differentiation pattern of the pelagic species.
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