conservation genetics

保护遗传学
  • 文章类型: Journal Article
    保护蜜蜂亚种的遗传完整性已成为重要目标。在2019年,艾米利亚-罗马涅地区成为第一个发布专门针对保护本地Apismelliferaligustica亚种的法律的意大利地区机构。在这项研究中,我们分析了线粒体DNA(mtDNA)的高信息量部分,广泛用于评估蜜蜂种群的遗传多样性。通过分析引入该法律后采样的1143只蜜蜂,我们提供了该区域mtDNA单倍型分布的快照。两种最常见的mtDNA单倍型是C1(A.m.ligustica的特征)和C2(A.m.carnica的特征),86.5%和11.0%的分析蜜蜂报告,分别。大约1.3%和1.1%的分析蜜蜂携带A和M谱系的mtDNA单倍型(单倍型A1a,A1e,A4,A26,A65和两个小说,A2wandA6a;M3,M3a,M4和M79)。持续的遗传监测对于评估该区域法律在未来几年的影响至关重要。根据获得的结果,我们建议采取更严格的政策,以防止本地亚种A.m.ligustica的遗传完整性受到侵蚀。
    The conservation of the genetic integrity of Apis mellifera subspecies has emerged as an important objective. In 2019, the Emilia-Romagna region became the first Italian regional authority to issue a law specifically addressing the protection of the native Apis mellifera ligustica subspecies. In this study we analysed a highly informative portion of the mitochondrial DNA (mtDNA), widely used for assessing genetic diversity of honey bee populations. By analysing 1143 honey bees sampled after the introduction of this law, we provided a snapshot of the distribution of mtDNA haplotypes in this region. The two most frequent mtDNA haplotypes were C1 (characteristic of A. m. ligustica) and C2 (characteristic of A. m. carnica), reported in 86.5% and 11.0% of the analysed bees, respectively. About 1.3% and 1.1% of the analysed bees carried mtDNA haplotypes of the A and M lineages (haplotypes A1a, A1e, A4, A26, A65 and two novel ones, A2w and A6a; M3, M3a, M4 and M79). Continued genetic monitoring will be important to assess the impact of this regional law over the coming years. Based on the obtained results, we recommend a more stringent policy to prevent the erosion of the genetic integrity of the native subspecies A. m. ligustica.
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  • 文章类型: Journal Article
    少数濒危物种容易受到性别比例偏差的负面影响。在具有环境性别决定的濒危物种中,如海龟,检查一系列环境和人口丰度水平的性别比例可以提供对影响人口弹性的因素的洞察力,这可能是这些物种管理计划的焦点。从遗传亲子关系分析推断的育种性别比例(在生殖季节积极繁殖的雄性与雌性的比例;BSR)是计算海龟性别比例的常用方法。这样的分析还可以表征海龟离合器中的多个亲子关系,应反映BSR和育种行为。我们将第一个BSR描述为属于温带海龟(Carettacaretta)的繁殖组合,使用来自筑巢雌性和幼体的16个微卫星基因座的基因型的低丰度墨西哥湾北部恢复单位。与先前在更热带和更温带的研究不同,和更高的丰度,这个地区的恢复单位,我们发现男性和女性的平衡BSR为1.3:1,多重亲子关系发生率低(约17%)。这表明在该组合和该恢复单元内繁殖的雄性相对较少。根据沙子温度数据,预计该地区的海滩将产生大量的雄性幼体。成熟雄性的相对缺乏可能是由于水文干扰,不成比例地影响雄性幼体的健康和生存,或由于人口随机性。需要更多的工作来研究可能影响该地区雄性孵化生产和健康的因素,特别是气候变化预计将导致全球海龟种群女性化。我们的工作证明了在一系列危险人群中表征BSR和其他性别比例的广泛用途,对环境敏感的物种。
    Small populations of imperiled species are susceptible to the negative consequences of skewed sex-ratios. In imperiled species with environmental sex determination such as sea turtles, examining sex ratios across a range of environments and population abundance levels can provide insight into factors that influence population resilience, which can then be the foci of management plans for these species. Breeding sex ratios (the ratio of actively breeding males to females during a reproductive season; BSRs) extrapolated from genetic parentage analyses are a common approach for enumerating sex ratios in sea turtles. Such analyses also allow for the characterization of multiple paternity within sea turtle clutches, which should reflect BSRs and breeding behaviors. We characterized the first BSR for a breeding assemblage of loggerhead sea turtles (Caretta caretta) belonging to the temperate, low-abundance Northern Gulf of Mexico Recovery Unit using genotypes of 16 microsatellite loci from nesting females and hatchlings. Unlike prior studies at both more-tropical and more-temperate, and higher-abundance, Recovery Units in this region, we found a balanced BSR of 1.3:1 males:female and a low incidence (~17%) of multiple paternity. This suggests that there are relatively few males breeding at this assemblage and within this Recovery Unit. Beaches in this region are expected to produce substantial numbers of male hatchlings based on sand temperature data. The relative dearth of mature males may then be due to hydrologic disturbances that disproportionately affect the fitness and survival of male hatchlings, or due to demographic stochasticity. More work is needed to study the factors that might influence male hatchling production and fitness in this region, particularly as climate change is predicted to lead to feminization in global sea turtle populations. Our work demonstrates the broad utility of characterizing BSRs and other sex ratios across a range of populations in imperiled, environmentally sensitive 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
    野生种群的长期遗传研究非常缺乏,但是对于连接生态和种群遗传学模型至关重要,以及理解生物多样性的动态。我们对36年的高空间分辨率采样的野生小麦种群进行了研究。在实验过程中,我们从定期采样的样片中对832个个体进行了基因分型。基因型在几十米的尺度上聚集到生态微生境中,在36代的研究中,这种聚类非常稳定。模拟表明,很难确定这种时空稳定性是否反映了极其有限的分散或精细尺度的局部适应生态参数。用一个普通的花园实验,我们表明,在不同微生境中发现的基因型在表型上有所不同。我们的结果为长期监测期内自然种群的种群遗传学提供了罕见的见解。
    Long-term genetic studies of wild populations are very scarce, but are essential for connecting ecological and population genetics models, and for understanding the dynamics of biodiversity. We present a study of a wild wheat population sampled over a 36-year period at high spatial resolution. We genotyped 832 individuals from regular sampling along transects during the course of the experiment. Genotypes were clustered into ecological microhabitats over scales of tens of metres, and this clustering was remarkably stable over the 36 generations of the study. Simulations show that it is difficult to determine whether this spatial and temporal stability reflects extremely limited dispersal or fine-scale local adaptation to ecological parameters. Using a common-garden experiment, we showed that the genotypes found in distinct microhabitats differ phenotypically. Our results provide a rare insight into the population genetics of a natural population over a long monitoring period.
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  • 文章类型: Journal Article
    佛得角棕榈树,大西洋凤凰城,在佛得角群岛中具有重要的生态和文化重要性。然而,由于其与椰枣(Phoenixdactylifera)的密切关系和形态相似性,其遗传独特性受到质疑。在这项研究中,我们使用了一个扩展的样本集,18个简单序列重复(SSR)标记,和一种质体微型卫星,用于表征佛得角的大西洋疟原虫,并研究其与其他凤凰物种的关系。我们的研究结果确定了区分阿特兰毕赤酵母遗传库的遗传标记,包括一个独特的固定等位基因.我们还提供了最近与北非椰枣种群差异的证据。这表明佛得角最近被棕榈树殖民。此外,我们对佛得角三个岛屿的棕榈树种群的遗传组成进行了表征,得出的结论是,博阿维斯塔和萨尔的某些种群的野生样本最适合建立种子和/或种质库进行再植工作,这是保护佛得角自然遗产的关键一步。总的来说,我们的结果增强了对非洲棕榈树的历史轨迹和遗传特征的理解,为保护策略提供有价值的见解。
    The Cape Verde palm tree, Phoenix atlantica, holds significant ecological and cultural importance within the Cape Verde archipelago. However, its genetic distinctiveness has been questioned due to its close relationship and morphological similarity to the date palm (Phoenix dactylifera). In this study, we used an expanded sample set, 18 simple sequence repeat (SSR) markers, and a plastid minisatellite to characterize P. atlantica in Cape Verde and investigate its relationship with other Phoenix species. Our findings identify genetic markers that differentiate the P. atlantica genetic pool, including a unique fixed allele. We also provide evidence of the recent divergence of P. atlantica from Northern African date palm populations, suggesting a relatively recent colonization of Cape Verde by palm trees. Additionally, we characterized the genetic composition of palm tree populations across three Cape Verde islands, concluding that wild samples from certain populations in Boavista and Sal are best suited for establishing a seed and/or germplasm bank for replantation efforts, representing a crucial step for the conservation of Cape Verde\'s natural heritage. Overall, our results enhance the understanding of the historical trajectories and genetic characterization of palm trees in Africa, offering valuable insights for conservation strategies.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    在国际自然保护联盟红色名录上,大熊猫的灭绝风险已从“濒危”降级为“脆弱”,但是它的栖息地比以往任何时候都更加分散,根据中国政府发布的第四次全国调查,有33只孤立的大熊猫种群。对遗传背景的进一步全面调查和对野生种群保护状况的深入评估仍然是必要的,也是迫切需要的。这里,我们对612只大熊猫的基因组进行了测序,平均深度约为26倍,并生成了高分辨率的基因组变异图,其中包含超过2000万个变体,涵盖了来自中国六个山脉和圈养代表的野生个体。通过进行细粒度的遗传结构,我们确定了闽山种群中不同的遗传簇。与历史种群动态相关的近亲繁殖和遗传负荷的估计表明,未来的保护工作应特别关注秦岭和凉山种群。释放具有与受体种群相似遗传背景的圈养个体似乎是恢复野生大熊猫种群的有利遗传拯救策略,因为这种方法在野生种群中引入的有害突变比与分化谱系交配少。这些发现强调了大规模种群基因组学的优越性,为未来大熊猫的保护提供了精确的指导。
    The extinction risk of the giant panda has been demoted from \"endangered\" to \"vulnerable\" on the International Union for Conservation of Nature Red List, but its habitat is more fragmented than ever before, resulting in 33 isolated giant panda populations according to the fourth national survey released by the Chinese government. Further comprehensive investigations of the genetic background and in-depth assessments of the conservation status of wild populations are still necessary and urgently needed. Here, we sequenced the genomes of 612 giant pandas with an average depth of ~26× and generated a high-resolution map of genomic variation with more than 20 million variants covering wild individuals from six mountain ranges and captive representatives in China. We identified distinct genetic clusters within the Minshan population by performing a fine-grained genetic structure. The estimation of inbreeding and genetic load associated with historical population dynamics suggested that future conservation efforts should pay special attention to the Qinling and Liangshan populations. Releasing captive individuals with a genetic background similar to the recipient population appears to be an advantageous genetic rescue strategy for recovering the wild giant panda populations, as this approach introduces fewer deleterious mutations into the wild population than mating with differentiated lineages. These findings emphasize the superiority of large-scale population genomics to provide precise guidelines for future conservation of the giant panda.
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  • 文章类型: Journal Article
    长乐鹅(CLG),一种中国本土品种,以其适应性而闻名,快速增长,和优质的肉质。尽管其农业价值,对其基因组属性的探索还很少。我们的研究需要对CLG和其他五个中国品种的303只鹅进行全基因组重测序,揭示不同的遗传多样性指标。我们发现了从兴国灰鹅到CLG的重要迁移事件以及它们之间的次要基因流动。我们通过选择性扫描分析确定了基因组区域,与CLG的独特性状相关。CLG中近交系数升高,除了降低的杂合性和罕见的单核苷酸多态性(RSNP),表明遗传多样性缩小。与繁殖有关的基因组区域,肉质,并确定了增长,GATA3基因对肉质表现出强烈的选择信号。Sloc2a1基因的非同义突变,这与CLG的生殖特征有关,等位基因频率表现出显著差异。CD82、CDH8和PRKAB1在生长发育中的作用,与FABP4,FAF1,ESR1和AKAP12一起繁殖,被突出显示。此外,Cdkal1和Mfsd14a可能影响肉品质。这种全面的遗传分析支撑了CLG独特的遗传组成,为其保护和知情育种策略提供基础。
    The Changle goose (CLG), a Chinese indigenous breed, is celebrated for its adaptability, rapid growth, and premium meat quality. Despite its agricultural value, the exploration of its genomic attributes has been scant. Our study entailed whole-genome resequencing of 303 geese across CLG and five other Chinese breeds, revealing distinct genetic diversity metrics. We discovered significant migration events from Xingguo gray goose to CLG and minor gene flow between them. We identified genomic regions through selective sweep analysis, correlating with CLG\'s unique traits. An elevated inbreeding coefficient in CLG, alongside reduced heterozygosity and rare single nucleotide polymorphisms (RSNPs), suggests a narrowed genetic diversity. Genomic regions related to reproduction, meat quality, and growth were identified, with the GATA3 gene showing strong selection signals for meat quality. A non-synonymous mutation in the Sloc2a1 gene, which is associated with reproductive traits in the CLG, exhibited significant differences in allelic frequency. The roles of CD82, CDH8, and PRKAB1 in growth and development, alongside FABP4, FAF1, ESR1, and AKAP12 in reproduction, were highlighted. Additionally, Cdkal1 and Mfsd14a may influence meat quality. This comprehensive genetic analysis underpins the unique genetic makeup of CLG, providing a basis for its conservation and informed breeding strategies.
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  • 文章类型: Journal Article
    种群遗传学的基本目标是了解自然景观上的变异排列方式。从第一原理我们知道,共同的特征,如异质的人口密度和扩散的障碍,应该形成遗传变异的空间,然而,目前很少有工具可以处理这些无处不在的复杂性。地理参考单核苷酸多态性(SNP)数据越来越容易获得,提供了研究无数物种跨地理空间遗传变异的机会。我们提出了一种新的推理方法,该方法使用地理参考SNP和深度神经网络来估计人口密度和扩散率的空间异质图。我们的神经网络对模拟的输入和输出配对进行训练,其中输入由基因型和从连续空间种群遗传模拟器生成的采样位置组成,输出是真实人口统计参数的映射。我们根据现有方法对我们的工具进行基准测试,并讨论不同方法之间的质量差异;特别是,我们的程序是独一无二的,因为它推断了分散和密度的大小以及它们在景观上的变化,它使用SNP数据。类似的方法仅限于估计相对迁移率,或需要按下降标识块作为输入。我们将我们的工具应用于北美灰狼的经验数据,它估计了大部分合理的人口参数,但受到不完全空间采样的影响。像我们这样的基于遗传的方法补充了其他方法,估计过去和现在人口的直接方法,我们相信将成为保护应用的有价值的工具,生态学和进化生物学。实现我们方法的开源软件包可从https://github.com/kr-colab/mapNN获得。
    A fundamental goal in population genetics is to understand how variation is arrayed over natural landscapes. From first principles we know that common features such as heterogeneous population densities and barriers to dispersal should shape genetic variation over space, however there are few tools currently available that can deal with these ubiquitous complexities. Geographically referenced single nucleotide polymorphism (SNP) data are increasingly accessible, presenting an opportunity to study genetic variation across geographic space in myriad species. We present a new inference method that uses geo-referenced SNPs and a deep neural network to estimate spatially heterogeneous maps of population density and dispersal rate. Our neural network trains on simulated input and output pairings, where the input consists of genotypes and sampling locations generated from a continuous space population genetic simulator, and the output is a map of the true demographic parameters. We benchmark our tool against existing methods and discuss qualitative differences between the different approaches; in particular, our program is unique because it infers the magnitude of both dispersal and density as well as their variation over the landscape, and it does so using SNP data. Similar methods are constrained to estimating relative migration rates, or require identity-by-descent blocks as input. We applied our tool to empirical data from North American grey wolves, for which it estimated mostly reasonable demographic parameters, but was affected by incomplete spatial sampling. Genetic based methods like ours complement other, direct methods for estimating past and present demography, and we believe will serve as valuable tools for applications in conservation, ecology and evolutionary biology. An open source software package implementing our method is available from https://github.com/kr-colab/mapNN.
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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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