ddRAD-Seq

ddRAD - seq
  • 文章类型: Journal Article
    亨克利亚·朗西帕拉(H.W、李)D.J.米德尔顿和密歇根州。Möller是仅在云南东南部发现的珍稀濒危植物,中国,和越南北部。它在中国被列为濒危物种,并被认为是种群极小的植物物种(PSESP),同时还具有较高的观赏价值和利用潜力。这项研究使用ddRAD-seq技术量化了来自三个现存H.longisepala种群的32个样品的遗传多样性和结构。发现H.longisepala种群的遗传多样性水平较低(Ho=0.1216,He=0.1302,Pi=0.1731,FIS=0.1456),在种群之间观察到更大的遗传分化(FST=0.3225)。如遗传结构和系统发育分析所示,样本分为三个不同的遗传组,分别对应于地理上不同的种群。MaxEnt模型用于在三个时间段和两个气候情景(SSP1-2.6,SSP5-8.5)中确定H.longisepala的合适区域。在云南省东南部确定了高适宜性区域,越南北部,老挝东部。预计未来H.longisepala分布将保持在这些地区的中心,但随着适宜栖息地总量的减少。本研究提供了关于长塞帕拉H.longisepala遗传多样性的关键数据,以及保护的理论基础,发展,及其种质资源的利用。
    Henckelia longisepala (H. W. Li) D. J. Middleton & Mich. Möller is a rare and endangered plant species found only in Southeastern Yunnan, China, and Northern Vietnam. It is listed as a threatened species in China and recognized as a plant species with extremely small populations (PSESP), while also having high ornamental value and utilization potential. This study used ddRAD-seq technology to quantify genetic diversity and structure for 32 samples from three extant populations of H. longisepala. The H. longisepala populations were found to have low levels of genetic diversity (Ho = 0.1216, He = 0.1302, Pi = 0.1731, FIS = 0.1456), with greater genetic differentiation observed among populations (FST = 0.3225). As indicated by genetic structure and phylogenetic analyses, samples clustered into three distinct genetic groups that corresponded to geographically separate populations. MaxEnt modeling was used to identify suitable areas for H. longisepala across three time periods and two climate scenarios (SSP1-2.6, SSP5-8.5). High-suitability areas were identified in Southeastern Yunnan Province, Northern Vietnam, and Eastern Laos. Future H. longisepala distribution was predicted to remain centered in these areas, but with a decrease in the total amount of suitable habitat. The present study provides key data on H. longisepala genetic diversity, as well as a theoretical basis for the conservation, development, and utilization of its germplasm resources.
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  • 文章类型: Journal Article
    背景:由于人为足迹的增加,淡水生态系统中的生物多样性正在下降。淡水小龙虾是淡水生态系统中的基石物种,在塑造其栖息地的结构和功能中起着至关重要的作用。空闲小龙虾Austropotamobiusbihariensis是欧洲本土物种,分布范围狭窄,阿普塞尼山脉(罗马尼亚)特有。虽然面积很小,人口是人为分散的。在这种情况下,对其保护状况的评估是及时的。
    结果:使用简化的代表性测序方法,我们从物种分布范围内属于13个种群的个体中鉴定出4875个基因组SNP.随后的群体基因组分析强调了低杂合性水平,私人等位基因数量少,有效种群规模小。我们的结构分析表明,流域内种群的基因组相似性是保守的。
    结论:基因组SNP代表了深入了解空闲小龙虾种内基因组多样性和种群结构的绝佳工具。我们的研究强调,分析的种群由于其有限的遗传多样性而处于危险之中,这使得它们极易受到环境变化的影响。因此,我们的结果强调了保护措施的必要性,可以作为建立物种管理计划的基线。
    BACKGROUND: Biodiversity in freshwater ecosystems is declining due to an increased anthropogenic footprint. Freshwater crayfish are keystone species in freshwater ecosystems and play a crucial role in shaping the structure and function of their habitats. The Idle Crayfish Austropotamobius bihariensis is a native European species with a narrow distribution range, endemic to the Apuseni Mountains (Romania). Although its area is small, the populations are anthropogenically fragmented. In this context, the assessment of its conservation status is timely.
    RESULTS: Using a reduced representation sequencing approach, we identified 4875 genomic SNPs from individuals belonging to 13 populations across the species distribution range. Subsequent population genomic analyses highlighted low heterozygosity levels, low number of private alleles and small effective population size. Our structuring analyses revealed that the genomic similarity of the populations is conserved within the river basins.
    CONCLUSIONS: Genomic SNPs represented excellent tools to gain insights into intraspecific genomic diversity and population structure of the Idle Crayfish. Our study highlighted that the analysed populations are at risk due to their limited genetic diversity, which makes them extremely vulnerable to environmental alterations. Thus, our results emphasize the need for conservation measures and can be used as a baseline to establish species management programs.
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  • 文章类型: Journal Article
    印度支那半岛的东海岸是众所周知的从亚热带到热带系统的过渡带,然而,仅对该地区水生生物的生物地理学和系统地理学进行了少量研究。HauGiangMedaka,Oryziashaugiangensis,最初来自越南南部的湄公河三角洲,后来也从泰国东南部报道,湄公河三角洲地区以西。然而,物种的完整地理范围和种群遗传结构仍然未知。实地调查显示,该物种在印度支那半岛东海岸广泛分布,到越南北部。使用全基因组单核苷酸多态性进行的线粒体基因系统发育和种群遗传结构分析显示,越南东海岸的O.haugiangensis种群高度结构化,湄公河三角洲最南端的人口与越南中部以北的三个人口明显分开。需要进一步的野外收集以确定南部和北部人口之间的边界,以及是否存在混合带。
    The east coast of the Indochinese Peninsula is a well-known transition zone from subtropical to tropical systems, yet only a small number of studies have been conducted on the biogeography and phylogeography of aquatic organisms in this region. The Hau Giang medaka, Oryzias haugiangensis, was originally described from the Mekong Delta in southern Vietnam, and later reported also from southeastern Thailand, west of the Mekong Delta region. However, the species\' full geographic range and population genetic structures remain unknown. Field surveys showed a widespread distribution of this species along the east coast of the Indochinese Peninsula, as far as northern Vietnam. A mitochondrial gene phylogeny and population genetic structure analysis using genome-wide single nucleotide polymorphisms revealed that the populations of O. haugiangensis are highly structuralized along the east coast of Vietnam, with the southernmost Mekong Delta population clearly separated from three populations north of central Vietnam. Further field collections are necessary to determine the boundary between the southern and northern populations, and the presence or absence of a hybrid zone.
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  • 文章类型: Journal Article
    尽管进行了几十年的分子研究,古北毒蛇(Vipera属)的系统发育关系仍然基本上依赖于几个基因座,比如线粒体条形码基因.在这里,我们使用来自33个代表性物种和亚种的ddRAD-seq数据研究了Vipera的多样性和进化。~1.1Mb的系统发育分析恢复了9个主要的进化枝,这些进化枝对应于已知的物种/物种复合物,它们通常与线粒体系统发育一致,尽管有一些深刻的差异,突出了过去的杂交事件。最引人注目的案例是意大利特有的V.Walser,尽管携带了与高加索V.kaznakovi复合体相关的不同的有丝分裂基因组,但在核树中与V.berus的高山遗传多样性分组。SNP的聚类分析表明,伊比利亚分类群之间存在潜在的混合(V.aspiszinnikeri和V.seoanei),并确认AnatolianV.pontica对应于V.(ammodytes)子午线和V.kaznakovi之间的偶然杂种。最后,V.berus复合体的所有分析谱系(包括V.walser和V.barani)形成了广泛的混合物区域,并可能被划分为亚种。我们的研究为未来对古北毒蛇的分类学和系统地理学调查奠定了基础,一组对毒素学最感兴趣的人,生态,生物地理和保护研究。
    Despite decades of molecular research, phylogenetic relationships in Palearctic vipers (genus Vipera) still essentially rely on a few loci, such as mitochondrial barcoding genes. Here we examined the diversity and evolution of Vipera with ddRAD-seq data from 33 representative species and subspecies. Phylogenomic analyses of ∼ 1.1 Mb recovered nine major clades corresponding to known species/species complexes which are generally consistent with the mitochondrial phylogeny, albeit with a few deep discrepancies that highlight past hybridization events. The most spectacular case is the Italian-endemic V. walser, which is grouped with the alpine genetic diversity of V. berus in the nuclear tree despite carrying a divergent mitogenome related to the Caucasian V. kaznakovi complex. Clustering analyses of SNPs suggest potential admixture between diverged Iberian taxa (V. aspis zinnikeri and V. seoanei), and confirm that the Anatolian V. pontica corresponds to occasional hybrids between V. (ammodytes) meridionalis and V. kaznakovi. Finally, all analyzed lineages of the V. berus complex (including V. walser and V. barani) form vast areas of admixture and may be delimited as subspecies. Our study sets grounds for future taxonomic and phylogeographic surveys on Palearctic vipers, a group of prime interest for toxinological, ecological, biogeographic and conservation research.
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  • 文章类型: Journal Article
    软体动物经历了许多不同性别和雌雄同体之间的转变,这对研究性别决定和分化的进化很有意义。在这里,我们将从RAD测序获得的多位点基因型与性腺的解剖观察相结合,以研究居住在西南太平洋的Alviniconcha属的三种深海热液喷口腹足类。我们发现这三个物种(A.Boucheti,A.strummeri,和A.kojimai)共享相同的男性-异性恋XY性别决定系统,但是XXA.kojimai个体的性腺受到不同比例的男性生殖组织的侵袭。Y特异性RAD基因座的鉴定(仅在A.boucheti中发现)和所有物种共有的三个性别相关基因座的系统发育分析表明,X-Y重组在每个物种中的进化方式不同。三种物种在共同的性别决定系统周围的性腺发育变化的情况为人们对鲜为人知的深海物种的生殖模式提供了新的见解,并为研究性染色体上重组抑制的进化及其与混合或暂时性性系统的关联提供了机会。
    Molluscs have undergone many transitions between separate sexes and hermaphroditism, which is of interest in studying the evolution of sex determination and differentiation. Here, we combined multi-locus genotypes obtained from restriction site-associated DNA (RAD) sequencing with anatomical observations of the gonads of three deep-sea hydrothermal vent gastropods of the genus Alviniconcha living in the southwest Pacific. We found that all three species (Alviniconcha boucheti, Alviniconcha strummeri, and Alviniconcha kojimai) share the same male-heterogametic XY sex-determination system but that the gonads of XX A. kojimai individuals are invaded by a variable proportion of male reproductive tissue. The identification of Y-specific RAD loci (found only in A. boucheti) and the phylogenetic analysis of three sex-linked loci shared by all species suggested that X-Y recombination has evolved differently within each species. This situation of three species showing variation in gonadal development around a common sex-determination system provides new insights into the reproductive mode of poorly known deep-sea species and opens up an opportunity to study the evolution of recombination suppression on sex chromosomes and its association with mixed or transitory sexual systems.
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  • 文章类型: Journal Article
    自交亲和性是梨育种计划非常理想的性状。我们的育种计划先前开发了一种新型的自兼容花粉部分日本梨突变体(PyruspyrifoliaNakai),\'415-1\',通过使用γ辐照的花粉。\'415-1\'带有S基因型S4ds5S5,其中\“d\”表示S5的重复负责自我不相容性的分解。直到现在,重复段的大小和继承是不确定的,缺乏可靠的检测方法。这里,我们检查了由\'515-20\'(S1S3)和\'415-1'杂交产生的140个F1幼苗中的基因组重复及其遗传。S-RNase和SFBB18的扩增子测序清楚地检测到幼苗中的S-单倍型重复。有趣的是,在140株幼苗中检测到30株部分三倍体幼苗,包括基因型S1S4dS5,S3S4dS5,S1S5dS5,S3S5dS5和S3S4dS4。使用ddRAD-seq的覆盖深度分析表明,这些个体中的重复仅限于17号染色体。通过重新测序的进一步分析证实了跨越染色体17的中间到末端的11-Mb染色体重复。重复的片段在各代之间的大小保持一致。S3S4dS4幼苗的存在为重复的S5片段和原始S4单倍型之间的重组提供了证据,表明重复的片段可以与17号染色体的其他部分配对。这项研究为使用部分三倍体个体改进梨育种计划提供了有价值的见解。
    Self-compatibility is a highly desirable trait for pear breeding programs. Our breeding program previously developed a novel self-compatible pollen-part Japanese pear mutant (Pyrus pyrifolia Nakai), \'415-1\', by using γ-irradiated pollen. \'415-1\' carries the S-genotype S4dS5S5, with \"d\" indicating a duplication of S 5 responsible for breakdown of self-incompatibility. Until now, the size and inheritance of the duplicated segment was undetermined, and a reliable detection method was lacking. Here, we examined genome duplications and their inheritance in 140 F1 seedlings resulting from a cross between \'515-20\' (S1S3) and \'415-1\'. Amplicon sequencing of S-RNase and SFBB18 clearly detected S-haplotype duplications in the seedlings. Intriguingly, 30 partially triploid seedlings including genotypes S1S4dS5, S3S4dS5, S1S5dS5, S3S5dS5, and S3S4dS4 were detected among the 140 seedlings. Depth-of-coverage analysis using ddRAD-seq showed that the duplications in those individuals were limited to chromosome 17. Further analysis through resequencing confirmed an 11-Mb chromosome duplication spanning the middle to the end of chromosome 17. The duplicated segment remained consistent in size across generations. The presence of an S3S4dS4 seedling provided evidence for recombination between the duplicated S5 segment and the original S4haplotype, suggesting that the duplicated segment can pair with other parts of chromosome 17. This research provides valuable insights for improving pear breeding programs using partially triploid individuals.
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  • 文章类型: Journal Article
    背景:天岛是中国天岛特有物种。它的栖息地脆弱且不稳定,这个物种很可能受到威胁。然而,在不了解该物种的遗传背景和总体分布的情况下,很难确定保护优先级或单位。在这项研究中,我们使用双消化限制性位点相关DNA测序(ddRAD-seq)来研究C.taliensis的保守基因组学。同时,我们使用最大熵(MaxEnt)模型对目前和未来(2030年和2090年)栖息地的适合栖息地的范围进行了建模。
    结果:结果表明,相关的C.fanjingshanensis属于C.taliensis,不应被视为单独的物种。所有采样地点分为三个遗传群体:四川和贵州种群(SG种群),横断山脉人口(HD人口)和喜马拉雅人口(HM人口),我们发现HD人群的采样位置之间存在复杂的基因流动。由于Motuo独特的环境,MT在遗传上与其他采样地点不同。遗传多样性(π,他)的C.taliensis相对较高,但其当代有效人口规模(Ne)很小。C.taliensis目前可能受到近亲繁殖抑郁症的影响,尽管其人口密度大可能会减少这种影响。目前在较高的山区发现的适宜栖息地的预测区域在未来不会发生重大变化,在未来的气候变化下,这些合适的栖息地预计会传播到其他更高的山脉。然而,相对低海拔地区的合适栖息地可能会在未来消失。这表明C.taliensis将在低海拔地区陷入“顶峰陷阱”,然而,相比之下,预计喜马拉雅和横断山脉的高海拔地区将来将成为C.taliensis的“生物避难所”。
    结论:这些结果不仅提供了对C.taliensis的遗传背景和潜在资源分布的新认识,也为其保护和管理奠定了基础。
    BACKGROUND: Corybas taliensis is an endemic species of sky islands in China. Its habitat is fragile and unstable, and it is likely that the species is threatened. However, it is difficult to determine the conservation priority or unit without knowing the genetic background and the overall distribution of this species. In this study, we used double digest restriction-site associated DNA-sequencing (ddRAD-seq) to investigate the conservation genomics of C. taliensis. At the same time, we modeled the extent of suitable habitat for C. taliensis in present and future (2030 and 2090) habitat using the maximum-entropy (MaxEnt) model.
    RESULTS: The results suggested that the related C. fanjingshanensis belongs to C. taliensis and should not be considered a separate species. All the sampling locations were divided into three genetic groups: the Sichuan & Guizhou population (SG population), the Hengduan Mountains population (HD population) and Himalayan population (HM population), and we found that there was complex gene flow between the sampling locations of HD population. MT was distinct genetically from the other sampling locations due to the unique environment in Motuo. The genetic diversity (π, He) of C. taliensis was relatively high, but its contemporary effective population size (Ne) was small. C. taliensis might be currently affected by inbreeding depression, although its large population density may be able to reduce the effect of this. The predicted areas of suitable habitat currently found in higher mountains will not change significantly in the future, and these suitable habitats are predicted to spread to other higher mountains under future climate change. However, suitable habitat in relatively low altitude areas may disappear in the future. This suggests that C. taliensis will be caught in a \'summit trap\' in low altitude areas, however, in contrast, the high altitude of the Himalaya and the Hengduan Mountains are predicted to act as \'biological refuges\' for C. taliensis in the future.
    CONCLUSIONS: These results not only provide a new understanding of the genetic background and potential resource distribution of C. taliensis, but also lay the foundation for its conservation and management.
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  • 文章类型: Journal Article
    Wolbachia,一种内共生细菌,全球用于控制虫媒病毒,因为它能够阻止虫媒病毒复制并操纵Wolbachia宿主的繁殖,埃及伊蚊.最近已经从天然Ae报道了基于聚合酶链反应(PCR)的Wolbachia检测。埃及伊蚊种群。然而,由于PCR的技术限制,如底漆不兼容,基于PCR的测定不够可靠或准确。在这项研究中,我们检查了双消化限制性位点相关DNA测序(ddRAD-Seq)的效率以及在现场收集的Ae中Wolbachia检测和定量的局限性。马尼拉大都会的埃及伊蚊自然种群,菲律宾,与基于PCR的测定相比。
    总共217个人Ae。埃及伊蚊是从马尼拉大都会收集的,菲律宾。我们将其分为14个种群,由7个女性和男性种群组成。我们构建了每个种群的ddRAD-Seq库的文库,并通过使用wsp和16SrRNA的PCR分析筛选了Wolbachia。使用RPS17作为管家基因测量每个种群的Wolbachia密度。
    从获得的146,239,637个序列读段,在整个Wolbachia基因组中绘制了26,299和43,778个读段(使用wAlbA和wAlbB菌株,分别),这表明ddRAD-Seq补充了PCR检测,并从全基因组的角度支持更可靠的Wolbachia检测。根据PCR测定和Ae中Wolbachia的相对密度,每个种群中映射到Wolbachia基因组的读数数量与每个种群中Wolbachia感染的个体数量呈正相关。基于qPCR的埃及伊蚊种群,建议通过ddRAD-Seq对Wolbachia进行基于ddRAD-Seq的半定量。男Ae.埃及伊蚊比雌性展示了更多映射到Wolbachia基因组的读数,表明Wolbachia的患病率更高。我们在Wolbachia基因组中检测到150个单核苷酸多态性位点,允许更准确地检测四种菌株:wPip,wRi,马来西亚Brugia的TRS,还有wmel.
    放在一起,我们的结果证明了从现场收集的Ae中检测基于ddRAD-Seq的Wolbachia的可行性。埃及伊蚊.
    Wolbachia, an endosymbiotic bacterium, is globally used to control arboviruses because of its ability to block arboviral replication and manipulate the reproduction of Wolbachia host, Aedes aegypti. Polymerase chain reaction (PCR)-based Wolbachia detection has been recently reported from natural Ae. aegypti populations. However, due to the technical limitations of PCR, such as primer incompatibility, PCR-based assays are not sufficiently reliable or accurate. In this study, we examined double digestion restriction site-associated DNA sequencing (ddRAD-Seq) efficiency and limitations in Wolbachia detection and quantification in field-collected Ae. aegypti natural populations in Metro Manila, the Philippines, compared with PCR-based assays.
    A total of 217 individuals Ae. aegypti were collected from Metropolitan Manila, Philippines. We separated it into 14 populations consisting of 7 female and male populations. We constructed a library for pool ddRAD-Seq per population and also screened for Wolbachia by PCR assays using wsp and 16S rRNA. Wolbachia density per population were measured using RPS17 as the housekeeping gene.
    From 146,239,637 sequence reads obtained, 26,299 and 43,778 reads were mapped across the entire Wolbachia genome (with the wAlbA and wAlbB strains, respectively), suggesting that ddRAD-Seq complements PCR assays and supports more reliable Wolbachia detection from a genome-wide perspective. The number of reads mapped to the Wolbachia genome per population positively correlated with the number of Wolbachia-infected individuals per population based on PCR assays and the relative density of Wolbachia in the Ae. aegypti populations based on qPCR, suggesting ddRAD-Seq-based semi-quantification of Wolbachia by ddRAD-Seq. Male Ae. aegypti exhibited more reads mapped to the Wolbachia genome than females, suggesting higher Wolbachia prevalence rates in their case. We detected 150 single nucleotide polymorphism loci across the Wolbachia genome, allowing for more accurate the detection of four strains: wPip, wRi, TRS of Brugia malayi, and wMel.
    Taken together, our results demonstrate the feasibility of ddRAD-Seq-based Wolbachia detection from field-collected Ae. aegypti mosquitoes.
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  • 文章类型: Journal Article
    印度牛的特点在于牛奶质量,对疾病和压力的抵抗力以及适应性。调查涉及Gir和Tharparkar牛的选择签名,属于印度的干旱生态型。双消化限制性位点相关DNA测序(ddRAD-seq)从不相关的七头Gir和七头Tharparkar母牛中产生了近2600万个高质量读数。总之,处理了19,127个高质量SNP用于选择特征分析。使用涉及种群内复合似然比(CLR)统计和种群间FST统计的方法来捕获品种内部和之间的选择特征。分别。使用CLR和FST方法处理了总共191个选择签名。重叠的86个和73个基因的选择特征被检测为Gir和Tharparkar特异性的,分别。值得注意的是,与生产相关的基因(CACNA1D,GHRHR),再现(ESR1,RBMS3),豁免权(NOSTRIN,IL12B)和适应(ADAM22,ASL)被注释到选择签名。基因途径分析显示胰岛素/IGF途径中的基因对牛奶生产,生殖促性腺激素释放激素途径,Wnt信号通路与趋化因子和细胞因子信号通路的适应。这是第一项使用ddRAD-seq在野牛品种中鉴定选择特征的研究。该研究将有助于Gir和Tharparkar牛的保护和利用遗传改良。
    The peculiarity of Indian cattle lies in milk quality, resistance to diseases and stressors as well as adaptability. The investigation addressed selection signatures in Gir and Tharparkar cattle, belonging to arid ecotypes of India. Double digest restriction-site associated DNA sequencing (ddRAD-seq) yielded nearly 26 million high-quality reads from unrelated seven Gir and seven Tharparkar cows. In all, 19,127 high-quality SNPs were processed for selection signature analysis. An approach involving within-population composite likelihood ratio (CLR) statistics and between-population FST statistics was used to capture selection signatures within and between the breeds, respectively. A total of 191 selection signatures were addressed using CLR and FST approaches. Selection signatures overlapping 86 and 73 genes were detected as Gir- and Tharparkar-specific, respectively. Notably, genes related to production (CACNA1D, GHRHR), reproduction (ESR1, RBMS3), immunity (NOSTRIN, IL12B) and adaptation (ADAM22, ASL) were annotated to selection signatures. Gene pathway analysis revealed genes in insulin/IGF pathway for milk production, gonadotropin releasing hormone pathway for reproduction, Wnt signalling pathway and chemokine and cytokine signalling pathway for adaptation. This is the first study where selection signatures are identified using ddRAD-seq in indicine cattle breeds. The study shall help in conservation and leveraging genetic improvements in Gir and Tharparkar cattle.
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  • 文章类型: Journal Article
    史蒂芬氏按蚊入侵非洲之角(HoA)带来了该地区疟疾疾病负担增加的巨大风险。了解介绍的历史,需要在HoA中建立(S)和潜在的A.stephensi源,以预测未来的扩张,并确定它们可以被有效控制的地方。为此,我们采用景观基因组方法来评估A.stephensi的起源和在整个HoA中的传播,病媒控制所必需的信息。具体来说,我们在2018年和2020年从埃塞俄比亚和索马里兰收集的13个A.stepheni种群的214个样本中检测了2070个全基因组单核苷酸多态性.主成分和遗传祖先分析显示,聚类遵循一种按距离隔离的模式,埃塞俄比亚样本之间的遗传差异与地理距离显着相关。此外,在东北和东部中部埃塞俄比亚A.stephensi种群与索马里兰A.stephensi种群之间观察到遗传相关性。这些结果揭示了HoAA.stephensi种群内的种群分化和遗传连通性。此外,基于遗传网络分析,我们发现了DireDawa,2022年春季疟疾爆发的地点,是埃塞俄比亚东部其他地区发生连续创始人事件的主要枢纽之一。这些发现可能有助于选择加强控制的地点,以防止未来的疟疾爆发。最后,我们没有检测到显著的基因型-环境关联,可能是由于它们的定殖和/或其他人为因素导致A.stephensi最初的传播和建立。我们的研究强调了景观水平的基因组数据耦合如何能够揭示甚至正在进行的入侵。
    Anopheles stephensi invasion in the Horn of Africa (HoA) poses a substantial risk of increased malaria disease burden in the region. An understanding of the history of introduction(s), establishment(s) and potential A. stephensi sources in the HoA is needed to predict future expansions and establish where they may be effectively controlled. To this end, we take a landscape genomic approach to assess A. stephensi origins and spread throughout the HoA, information essential for vector control. Specifically, we assayed 2070 genome-wide single nucleotide polymorphisms across 214 samples spanning 13 populations of A. stephensi from Ethiopia and Somaliland collected in 2018 and 2020, respectively. Principal component and genetic ancestry analyses revealed clustering that followed an isolation-by-distance pattern, with genetic divergence among the Ethiopian samples significantly correlating with geographical distance. Additionally, genetic relatedness was observed between the northeastern and east central Ethiopian A. stephensi populations and the Somaliland A. stephensi populations. These results reveal population differentiation and genetic connectivity within HoA A. stephensi populations. Furthermore, based on genetic network analysis, we uncovered that Dire Dawa, the site of a spring 2022 malaria outbreak, was one of the major hubs from which sequential founder events occurred in the rest of the eastern Ethiopian region. These findings can be useful for the selection of sites for heightened control to prevent future malaria outbreaks. Finally, we did not detect significant genotype-environmental associations, potentially due to the recency of their colonization and/or other anthropogenic factors leading to the initial spread and establishment of A. stephensi. Our study highlights how coupling genomic data at landscape levels can shed light into even ongoing invasions.
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