genetic differentiation

遗传分化
  • 文章类型: Journal Article
    卑尔根毛虫(哇。)斯特恩布。是分布在印度喜马拉雅地区(IHR)的多年生药草。从《国际卫生条例》的不同地区共收集了8个纤毛虫种群,17个EST-SSR标记用于本研究。本研究揭示了基因座水平的中等遗传多样性,等位基因平均数(Na=7.823),平均有效等位基因数(Ne=3.375),平均期望杂合度(He=0.570),和平均香农多样性指数(I=1.264)。MSR(He=0.543,I=1.067)和DRJ种群(He=0.309,I=0.519)在种群水平上揭示了最高和最低的遗传多样性。分别。AMOVA分析表明,81.76%的遗传变异是在种群内,10.55%在人群中,7.69%在各地区之间。此外,在人群中发现了中度到高度的分化(FST=0.182),这可能表明纤毛虫种群中低至中等的基因流(Nm=0.669)。UPGMA和PCoA分析显示,八个种群可以分为两组,而结构分析将96个个体分为三组。Mantel检验表明遗传距离与地理距离呈正相关。这项研究的结果将为这种有价值的药用物种提供保护和种质管理策略的发展。
    Bergenia ciliata (Haw.) Sternb. is a perennial medicinal herb distributed in Indian Himalayan Region (IHR). A total of eight populations of B. ciliata were collected from diverse locales of IHR, and 17 EST-SSR markers were used in this study. The present study revealed moderate genetic diversity at the locus level with the mean number of alleles (Na = 7.823), mean number effective of alleles (Ne = 3.375), mean expected heterozygosity (He = 0.570), and mean Shannon\'s diversity index (I = 1.264). The MSR (He = 0.543, I = 1.067) and DRJ populations (He = 0.309, I = 0.519) revealed the highest and lowest genetic diversity at the population level, respectively. AMOVA analysis showed that 81.76% of genetic variation was within populations, 10.55% was among populations, and 7.69% was among the regions. In addition, a moderate to high level of differentiation was found among the populations (FST = 0.182), which could be indicative of low to moderate gene flow (Nm = 0.669) in the B. ciliata populations. UPGMA and PCoA analysis revealed that eight populations could be differentiated into two groups, while the structure analysis of the 96 individuals differentiated into three groups. The Mantel test showed a positive relationship between genetic and geographical distance. The findings of this study will provide the development of conservation and germplasm management strategies for this valuable medicinal species.
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  • 文章类型: Journal Article
    云芝是云南省特有的脆弱物种,中国西南部,具有很高的观赏价值。其野生种群长期未得到充分保护和利用,不利于该物种的长期稳定发展。遗传多样性评价是珍稀物种保护的基础和前提。在这项研究中,采用21个表型性状和17个高度多态的EST-SSR标记,对6个云南羊群164个个体的遗传多样性和遗传结构进行了分析。21个表型性状的变异系数为11.76%~52.58%(均值=21.72%),18个性状的变异系数小于30%。Ne的平均值,I,Ho和He分别为1.710、0.619、0.384和0.352。LLO(Ho=0.476和He=0.426)和LCM(Ho=0.424和He=0.381)群体的遗传多样性最高。高黎贡山分离的GDX种群(Ho=0.335和He=0.269)的遗传多样性最低。AMOVA结果表明,13.04%的遗传变异在种群之间,86.96%在种群内。群体间表型性状的平均表型分化系数为18.69%。表型和遗传变异分析结果一致,表明大部分变异存在于人口中。遗传结构,UPGMA聚类和PCA分析结果表明,云南L.分布在怒江南部地区和北部地区的种群分别聚集为一组。结合表型和分子标记的结果,我们建议优先保护LLO,LCM和GDX人口,以确保云南L.种质资源的可持续利用。
    Luculia yunnanensis is a vulnerable species endemic to Yunnan Province, Southwestern China, which has high ornamental value. Its wild population has not been fully protected and utilized for a long time, which is not conducive to the long-term stable development of this species. Genetic diversity assessment is the basis and prerequisite for the conservation of rare species. In this study, 21 phenotypic traits and 17 highly polymorphic EST-SSR markers were used to analyze the genetic diversity and genetic structure of 164 individuals from six L. yunnanensis populations. The coefficient of variation of 21 phenotypic traits ranged from 11.76% to 52.58% (mean=21.72%), and the coefficient of variation of 18 traits was less than 30%. The average values of Ne, I, Ho and He were 1.710, 0.619, 0.384, and 0.352, respectively. The genetic diversity of LLO (Ho = 0.476 and He = 0.426) and LCM (Ho = 0.424 and He = 0.381) populations in Lushui County was highest. The GDX populations (Ho = 0.335 and He = 0.269) isolated by Gaoligong Mountain had the lowest genetic diversity. The AMOVA results showed that 13.04% of the genetic variation was among populations and 86.96% was within populations. The average phenotypic differentiation coefficient of phenotypic traits among populations was 18.69%. The results of phenotypic and genetic variation analysis were consistent, indicating that the most of variation exists within population. Genetic structure, UPGMA clustering and PCA analysis results showed that the populations of L. yunnanensis had obvious geographical divisions, and the populations distributed in the southern region and distributed in the northern region of the Nujiang River clustered into one group respectively. Combining the results of phenotypic and molecular markers, we recommend that give priority to the protection of LLO, LCM and GDX population, in order to ensure the sustainable utilization of L. yunnanensis germplasm resources.
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  • 文章类型: Journal Article
    背景:战斗公鸡品种在泰国具有相当大的历史和文化地位。LuengHangKhao(LHK)和PraduHangDam(PDH)等品种以其令人印象深刻的羽毛和独特的肉质而闻名,建议选择战斗和其他目的。然而,有关用于斗鸡的本地和本地泰国鸡的遗传多样性和聚类的信息尚不清楚。
    目的:研究泰国斗鸡品种的遗传多样性和分化,包括斗鸡人口,装饰性方面,和消费。
    方法:泰国战斗厨师品种,使用28个微卫星基因座的基因分型分析了包括LHK和PDH的鸡。将数据与“暹罗鸡生物资源项目”的基因库库进行比较,以了解人类选择对遗传分化的影响。由于共同的育种目标,来自不同品种的战斗公鸡菌株可能会聚集。
    结果:对几个鸡品种的分析显示,由人工选择和遗传漂移驱动的亚群分化,影响遗传景观并导致遗传搭便车。28个微卫星基因座中有11个显示搭便车选择,指示斗鸡的方向选择。此外,分析显示,与家养鸡品种混合在一起,并且在泰国战鸡的基因库中,红色junglefowl的影响很小。这些发现为品种改进提供了信息,选择策略,遗传资源管理,并在斗鸡中保持遗传多样性。
    结论:对泰国斗鸡品种的分析揭示了利用与亚群分化之间的相关性。具体来说,斗鸡和观赏性状的选择似乎可以解释这些品种中观察到的遗传结构。
    BACKGROUND: Fighting cock breeds have considerable historical and cultural place in Thailand. Breeds such as Lueng Hang Khao (LHK) and Pradu Hang Dam (PDH) are known for their impressive plumage and unique meat quality, suggesting selection for fighting and other purposes. However, information regarding the genetic diversity and clustering in indigenous and local Thai chickens used for cockfighting is unclear.
    OBJECTIVE: To investigates the genetic diversity and differentiation in Thai fighting cock breeds, including populations for cockfighting, ornamental aspects, and consumption.
    METHODS: Thai fighting cook breeds, including LHK and PDH chickens were analyzed using genotyping with 28 microsatellite loci. Data were compared to a gene pool library from \"The Siam Chicken Bioresource Project\" to understand the impact of human selection on genetic differentiation. Fighting cock strains from different breeds may cluster owing to shared breeding goals.
    RESULTS: The analysis of several chicken breeds showed subpopulation differentiation driven by artificial selection and genetic drift, affecting the genetic landscape and causing genetic hitchhiking. Eleven of 28 microsatellite loci showed hitchhiking selection, indicating directional selection in fighting cocks. Additionally, analyses revealed admixture with domestic chicken breeds and minimal influence of red junglefowl in the gene pool of Thai fighting chickens. These findings inform breed improvement, selection strategies, genetic resource management, and maintaining genetic diversity in fighting cocks.
    CONCLUSIONS: Analysis of Thai Fighting chicken breeds revealed a correlation between utilization and subpopulation differentiation. Specifically, selection for cockfighting and ornamental traits appears to explain the observed genetic structure within these breeds.
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  • 文章类型: Journal Article
    天气是一个重要的短期,当地人口规模和分散的驱动力,这反过来又有助于物种内部的遗传多样性和分化模式。气候变化导致更大的天气变化和更频繁的极端天气事件。虽然长期和广泛的平均气候条件对遗传变异的影响得到了很好的研究,我们对天气变化和极端条件对遗传变异的影响的理解还不太发达。我们评估了温度和积雪深度对高山蝴蝶遗传多样性和种群分化的影响,帕纳西斯·史密修斯。我们研究了一系列变量之间的关系,包括那些代表极端条件的,以及1453个单核苷酸多态性的群体水平遗传多样性和分化,使用线性和重力模型。我们还研究了已知会影响该物种扩散和基因流的土地覆盖变量的影响。我们发现极端低温事件和最低记录的平均雪深是遗传多样性的重要预测因子。极端低温事件,平均积雪深度和土地覆盖抗性是遗传分化的重要预测因子。这些结果与初冬天气对种群规模和栖息地连通性对P.smintheus扩散的已知影响一致。我们的结果表明,极端天气事件的频率或幅度可能会改变遗传多样性和分化的模式。
    Weather is an important short-term, local driver of population size and dispersal, which in turn contribute to patterns of genetic diversity and differentiation within species. Climate change is leading to greater weather variability and more frequent extreme weather events. While the effects of long-term and broad-scale mean climate conditions on genetic variation are well studied, our understanding of the effects of weather variability and extreme conditions on genetic variation is less developed. We assessed the influence of temperature and snow depth on genetic diversity and differentiation of populations of the alpine butterfly, Parnassius smintheus. We examined the relationships between a suite of variables, including those representing extreme conditions, and population-level genetic diversity and differentiation across 1453 single nucleotide polymorphisms, using both linear and gravity models. We additionally examined effects of land cover variables known to influence dispersal and gene flow in this species. We found that extreme low temperature events and the lowest recorded mean snow depth were significant predictors of genetic diversity. Extreme low temperature events, mean snow depth and land cover resistance were significant predictors of genetic differentiation. These results are congruent with known effects of early winter weather on population size and habitat connectivity on dispersal in P. smintheus. Our results demonstrate the potential for changes in the frequency or magnitude of extreme weather events to alter patterns of genetic diversity and differentiation.
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  • 文章类型: Journal Article
    白灵菇是在新疆发现的一种独特物种,中国,它以其显著的可食用而闻名,药用,和经济价值。已成功融入工业生产。由于种间生态学和分子数据不足,有关该物种的进化和环境适应性的争议已经出现。本研究对新疆地区托里松种质资源进行了研究。从七个有代表性的地区收集了225株野生和栽培的托利黑松菌株。系统发育分析显示,七个种群明显分为三个不同的群体,主要归因于环境因素作为这种差异的根本原因。种群的历史规模数据表明,杜立木经历了两次扩张事件,一个在2至0.9Mya之间(Miocene),另一个在15至4Mya之间(早更新世)。新疆地区的古代气候波动可能是上新世时期人口规模相对较小的原因。此外,通过生物地理学和祖先重建的整合,确定了P.tuliensis的C组最初出现,随后分散到D和B组,按这个顺序。随后,D组进行了独立进化,而B组继续分为A组和EFG组。影响这种传输路径模式的主要因素与每个组的地理条件和盛行风向有关。随后的研究工作集中在评估杜里松对不同底物的驯化适应性。发现驯化过程中适应的代谢过程主要与能量代谢有关,DNA修复,和环境适应性。适应宿主适应性的过程包括对宿主的反应(减数分裂,细胞周期,等。)和生长环境中的胁迫(半胱氨酸和蛋氨酸代谢,硫代谢,等。).本研究分析了新疆托里松的系统进化和遗传分化。鉴定的位点和基因为后续种质资源的改良和进行分子育种提供了理论依据。
    Pleurotus tuoliensis is a unique species discovered in Xinjiang, China, which is recognized for its significant edible, medicinal, and economic value. It has been successfully incorporated into industrial production. Controversy has emerged concerning the evolution and environmental adaptability of this species due to inadequate interspecific ecology and molecular data. This study examines the germplasm resources of P. tuoliensis in the Xinjiang region. A total of 225 wild and cultivated strains of P. tuoliensis were gathered from seven representative regions. Phylogenetic analysis revealed that seven populations were notably segregated into three distinct groups, primarily attributed to environmental factors as the underlying cause for this differentiation. Population historical size data indicate that P. tuoliensis underwent two expansion events, one between 2 and 0.9 Mya (Miocene) and the other between 15 and 4 Mya (Early Pleistocene). The ancient climate fluctuations in the Xinjiang region might have contributed to the comparatively modest population size during the Pliocene epoch. Moreover, through the integration of biogeography and ancestral state reconstruction, it was determined that group C of P. tuoliensis emerged initially and subsequently dispersed to groups D and B, in that order. Subsequently, group D underwent independent evolution, whereas group B continued to diversify into groups A and EFG. The primary factor influencing this mode of transmission route is related to the geographical conditions and prevailing wind direction of each group. Subsequent research endeavors focused on assessing the domestication adaptability of P. tuoliensis to different substrates. It was found that the metabolic processes adapted during the domestication process were mainly related to energy metabolism, DNA repair, and environmental adaptability. Processes adapted to the host adaptability include responses to the host (meiosis, cell cycle, etc.) and stress in the growth environment (cysteine and methionine metabolism, sulfur metabolism, etc.). This study analyzed the systematic evolution and genetic differentiation of P. tuoliensis in Xinjiang. The identified loci and genes provide a theoretical basis for the subsequent improvement of germplasm resources and conducting molecular breeding.
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  • 文章类型: Journal Article
    云贵高原(YGP)的特征是石灰岩喀斯特群岛独特的孤立栖息地,并以乌蒙山为特色,将YGP分为云南和贵州两个高原。这项研究旨在评估地理隔离和过去的气候波动对YGP植物区系分布的影响。为了实现这一点,我们根据叶绿体和核核糖体DNA序列与过去(最后一次冰川最大值)的关系进行了系统地理格局和遗传结构,并根据Morellanana的生态位模型提供了分布,一种重要的野生植物资源,曾经被认为是YGP特有的脆弱物种。结果表明,纳米分枝杆菌的遗传和绿型网络结构至少分为两组:cpDNA绿型H2(或显性nrDNA单倍型h1和h2),主要分布在乌蒙山以东,和cpDNA绿型H1和H3-H10(或显性nrDNA单倍型h2和h3),分布在乌蒙山以西。在两组中发现了深度的遗传分裂,达到了25步,特别是对于cpDNA片段的变异。这种东西分歧揭示了乌蒙山脉形式的自然地理隔离边界的存在,并支持第四纪冰期至少有两个冰川避难所的存在,以及两个遗传多样性中心,和至少两个大型地理保护单位的重要物种。这项研究表明,M.nana的系统地理格局可以归因于乌蒙山脉引起的地理/环境隔离以及最后一次冰川最大值期间的气候波动,并提出了保护这一重要植物资源的有效策略。
    The Yunnan-Guizhou Plateau (YGP) is characterized by the distinctive isolated habitat of the limestone Karst Islands and features the Wumeng Mountains, which divide the YGP into the two Plateaus of Yunnan and Guizhou. This study aimed to assess the effects of geographic isolation and past climate fluctuation on the distribution of flora in the YGP. To achieve this, we carried out the phylogeographical pattern and genetic structure based on chloroplast and nuclear ribosomal DNA sequence in relation to past (Last Glacial Maximum) and present distributions based on ecological niche modeling for Morella nana, an important wild plant resource and endemic to the YGP once considered a vulnerable species. The results suggest that the genetic and chlorotype network structures of M. nana are divided into at least two groups: cpDNA chlorotype H2 (or dominant nrDNA haplotypes h1 and h2), distributed primarily to the east of the Wumeng Mountains, and cpDNA chlorotypes H1 and H3-H10 (or dominant nrDNA haplotype h2 and h3), distributed to the west of the Wumeng Mountains. A deep genetic split was noted within the two groups to reach 25 steps, especially for the cpDNA fragment variation. This east-west divergence reveals the existence of a natural geographical isolation boundary in the form of the Wumeng Mountains, and supports the existence of at least two glacial refuges during the Quaternary glacial period, along with two genetic diversity center, and at least two large geographic protection units for the important species of M. nana. This study indicates that the phylogeographical pattern of M. nana can be attributed to geographic/environmental isolation caused by the Wumeng Mountains and climate fluctuation during the last glacial maximum, and proposes an effective strategy to protecting this important plant resource.
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  • 文章类型: Journal Article
    在迁徙动物中,高流动性可能会通过增加分散来减少人口结构,并对环境变化做出适应性反应,而严格的迁徙程序预测低分散,结构增加,和有限的灵活性来应对变化。我们探索了条尾神智的全球人口结构和系统地理历史,利摩沙拉波尼卡,一种迁徙的水鸟,以任何陆鸟中最长的不间断飞行而闻名。在近似贝叶斯计算框架中使用14,318个单核苷酸多态性的nextRAD测序和情景测试,我们推断,在最后一个冰川最大值的两个主要谱系中存在条尾神智,当他们今天的大部分繁殖范围持续在一个巨大的,没有冰川的西伯利亚-柏林避难所,其次是这些血统在东部古北的混合。随后,人口结构在两个纵向极端发展:在东部,在阿拉斯加亚种L.l.baueri的繁殖范围中,存在着跨越纬度的遗传克隆;在西部,一个谱系分成三个现存的亚种L.l.lapponica,taymystrensis,还有Yamalensis,前两者通过先前冰川的西欧迁移。在这种长途移民的全球范围内,我们发现了以下两个证据:(1)对严格的行为习惯的忠实性,促进精细尺度的人口结构(在东部)和(2)对最近可用的迁徙飞路和非繁殖区(在西部)进行殖民的灵活性.我们的结果表明,高流动性脊椎动物的文化传统可以克服高分散能力对种群结构的预期影响,并为世界上一些最长迁移的演变和灵活性提供见解。
    In migratory animals, high mobility may reduce population structure through increased dispersal and enable adaptive responses to environmental change, whereas rigid migratory routines predict low dispersal, increased structure, and limited flexibility to respond to change. We explore the global population structure and phylogeographic history of the bar-tailed godwit, Limosa lapponica, a migratory shorebird known for making the longest non-stop flights of any landbird. Using nextRAD sequencing of 14,318 single-nucleotide polymorphisms and scenario-testing in an Approximate Bayesian Computation framework, we infer that bar-tailed godwits existed in two main lineages at the last glacial maximum, when much of their present-day breeding range persisted in a vast, unglaciated Siberian-Beringian refugium, followed by admixture of these lineages in the eastern Palearctic. Subsequently, population structure developed at both longitudinal extremes: in the east, a genetic cline exists across latitude in the Alaska breeding range of subspecies L. l. baueri; in the west, one lineage diversified into three extant subspecies L. l. lapponica, taymyrensis, and yamalensis, the former two of which migrate through previously glaciated western Europe. In the global range of this long-distance migrant, we found evidence of both (1) fidelity to rigid behavioural routines promoting fine-scale geographic population structure (in the east) and (2) flexibility to colonise recently available migratory flyways and non-breeding areas (in the west). Our results suggest that cultural traditions in highly mobile vertebrates can override the expected effects of high dispersal ability on population structure, and provide insights for the evolution and flexibility of some of the world\'s longest migrations.
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  • 文章类型: Journal Article
    在世界范围内,对经济上重要的Phalarisarundinacea(禾本科)的分子研究主要集中在该物种从欧洲到北美的入侵上。直到目前的研究,尚未在波罗的海国家/地区研究过P.arundinacea的遗传多样性。这项研究的目的是评估波罗的海国家人口之间简单序列重复(SSR)基因座的立陶宛人口的多样性,卢森堡,和俄罗斯远东地区(欧亚地区),评估立陶宛种群和观赏植物之间的差异,并将这些与环境特征联系起来。对于六个选定的立陶宛河流域人口,使用GBS低密度SNP来确定遗传多样性。贝叶斯分析表明,欧亚高丽星种群由两个基因簇组成。记录了欧洲和欧亚种群之间具有统计学意义的遗传差异。沿河自然生长的立陶宛基因型在遗传上与栽培的观赏植物不同。GBS-SNP将选定的六个Nemunas流域分为三个不同的组,其中一组,两个,或三条河流在不同的群体遗传多样性。遗传多样性主要是在,而不是中间,立陶宛语,东欧,以及整个大陆上的亚欧大陆人口。因此,恢复工作将受益于当地人口种子的起源。
    Worldwide molecular research of economically important Phalaris arundinacea (Poaceae) is mainly focused on the invasions of this species from Europe to North America. Until the present study, the genetic diversity of the P. arundinacea had not been studied across the Baltic countries. The objective of this research is to evaluate the diversity of Lithuanian populations of P. arundinacea at simple sequence repeat (SSR) loci comparatively among populations of the Baltic countries, Luxembourg, and the Russian Far East (Eurasian), evaluating differentiation between Lithuanian populations and ornamental accessions, and relating these with environmental features. For six selected Lithuanian river basin populations, GBS low density SNPs were used to determine genetic diversity. Bayesian analysis showed that Eurasian populations of Phalaris arundinacea consist of two gene clusters. Statistically significant genetic differentiation among European and Eurasian populations was documented. Lithuanian genotypes growing naturally along rivers are genetically distinct from cultivated ornamentals. GBS-SNPs divided the six selected Nemunas river basins into three distinct groups with one, two, or three rivers in separate groupings for genetic diversity. Genetic diversity is primarily within, rather than among, Lithuanian, eastern European, and Eurasian populations of P. arundinacea across the continent. Thus, restoration efforts would benefit from local population seed origination.
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  • 文章类型: Journal Article
    Landscape genetics is a field dealing with local genetic differences and contributes to strategic conservation planning. Recently, environmental DNA (eDNA) metabarcoding has proven useful not only for detecting species but also for assessing genetic diversity and genetic structure on a large scale such as in phylogeography. However, it remains unclear whether eDNA analysis also has sufficient power to perform the landscape genetics, which focuses on a local scale. To reveal the applicability of eDNA to landscape genetics, we conducted an eDNA metabarcoding analysis of the mitochondrial DNA D-loop region of the fluvial sculpin Cottus nozawae in the upper Sorachi River in Japan and compared the results with inferences based on traditional tissue-based approaches by the same D-loop region and genome-wide SNP data. As a result, the spatial distribution of haplotypes was generally consistent between the eDNA- and tissue-based approaches. In addition, the genetic differentiation statistics calculated using eDNA and tissue samples were highly correlated when comparing both in the D-loop region. The removal of low-frequency reads or the conversion to semi-quantitative rankings of eDNA data did not alter the correlation of genetic diversity and differentiation statistics with tissue-based approaches much. Finally, we confirmed that analyses using eDNA data can reveal patterns such as isolation-by-distance shown in previous studies on this species, indicating the applicability of eDNA to basic landscape genetics. Even though some limitations remain, eDNA may have great potential for conducting basic landscape genetics.
    近年、環境DNAメタバーコーディング解析が生物種の特定だけでなく遺伝的多様性の評価や系統地理学のような広域スケールにおける遺伝構造の評価にも有用であることが分かってきている。しかし、環境DNAがローカルスケールの遺伝構造を扱う景観遺伝学にも活用できるかは明らかになっていない。本研究では環境DNAの景観遺伝学への適用可能性を調べるため、空知川上流域のサンプルに対してハナカジカ (Cottus nozawae) のミトコンドリアDNA D‐loop領域をターゲットとした環境DNAメタバーコーディング解析を行い、得られた結果を伝統的な組織DNAの分析 (同じD‐loop領域の分析およびゲノムワイドSNP解析) による結果と比較した。その結果、ハプロタイプの空間分布パターンは組織DNAから推定される空間遺伝構造と概ね一致していた。また、同じD‐loop領域で比較した場合、環境DNAで得られたデータから計算した集団間の遺伝的分化を示す要約統計量は、組織DNAから計算した値と高い相関を示した。この相関は環境DNAで得られたデータに対して低リード配列の除去や半定量値への変換を行ってもあまり変化しなかった。さらに、本種の先行研究で示されている距離による隔離のようなパターンが環境DNAによる解析でも検出できることが確認され、環境DNAを用いて基礎的な景観遺伝学的解析を行えることが示された。いくつかの限界はあるものの、環境DNAは景観遺伝学において高いポテンシャルを持つだろう。.
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  • 文章类型: Journal Article
    核桃具有巨大的经济价值,并且作为野生栽培物种具有重要意义。这项研究对野生核桃的整个基因组进行了重新测序,将其与核桃参考基因组对齐,鉴定2,021,717个单核苷酸多态性(SNP)。这些用于检查从三个国家收集的130个野生核桃样品的遗传学。利用结构和主成分分析,来自中亚的核桃样品分为四个种群:新疆的伊犁(I),塔吉克斯坦杜尚别地区(二),Sary-Chelek,吉尔吉斯斯坦卡拉-阿尔玛地区的Arslanbob(III),和吉尔吉斯斯坦的Kok-Tundy地区(四)。4组核苷酸多样性差异较大,人口分化,和连锁不平衡衰变,以及它们之间的基因流动。这些种群目前的地理分布与遗传分布模式不一致,因为过去中亚野生核桃种群经历了类似的种群动态,即,最高的有效种群规模。6Ma,两次人口急剧下降,分别为6和0.2Ma,和收敛在ca。0.2Ma。人类活动可以更好地解释遗传分布模式,特别是通过对核桃使用的考古发现和丝绸之路的影响,而不是目前的地理分布。
    Walnuts have substantial economic value and are of significant interest being a wild-cultivated species. The study has re-sequenced the entire genome of the wild walnut, aligning it with the walnut reference genome, to identify 2,021,717 single nucleotide polymorphisms (SNPs). These were used to examine the genetics of 130 wild walnut samples collected from three countries. Utilizing structural and principal component analysis, the walnut samples from Central Asia were classified into four populations: Ili ah in Xinjiang (I), Dushanbe region in Tajikistan (II), Sary-Chelek, Arslanbob in Kara-Alma regions of Kyrgyzstan (III), and Kok-Tundy region of Kyrgyzstan (IV). The 4 groups showed large differences in nucleotide diversity, population differentiation, and linkage disequilibrium decay, as well as gene flow among them. The present geographic distribution of these populations does not align with the genetic distribution pattern as the populations of Central Asian wild walnuts have experienced similar population dynamics in the past, i.e., the highest effective population size at ca. 6 Ma, two sharp population declines at 6 and 0.2 Ma, and convergence at ca. 0.2 Ma. The genetic distribution patterns are better explained by human activity, notably through archaeological findings of walnut use and the influence of the Silk Road, rather than by current geographic distributions.
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