Molecular evolution

分子进化
  • 文章类型: Journal Article
    目的:尿路上皮癌有多种分子亚型,每个都有不同的肿瘤特征。尽管已知在肿瘤进展过程中会发生分子变化,对这些变化的细节知之甚少。在这项研究中,我们进行了转录分析以了解肿瘤进展过程中的分子变化.
    方法:福尔马林固定,石蜡包埋的肿瘤组织来自12例肌肉浸润性膀胱癌(MIBC)患者.在乳头状尿路上皮癌标本中鉴定了浸润性和非浸润性乳头状区域。对每个肿瘤区域进行免疫组织化学(IHC)和mRNA测序。
    结果:选择CK5/6阴性和CK20阳性的非侵袭性乳头状区患者,根据侵袭性区域的IHC结果分为IHC转换亚组(侵袭性区域CK5/6阳性和CK20阴性)和IHC不变亚组(侵袭性区域CK5/6阴性和CK20阳性)。我们确定了MIBC乳头状组织样本的非侵袭性乳头状和侵袭性区域之间mRNA表达的差异。在非侵入性乳头状和侵入性区域,IHC开关亚组显示基底亚型基因表达,而IHC未改变的亚组显示腔亚型基因表达。
    结论:非侵袭性乳头状区显示与侵袭性乳头状区相似的基因表达模式。因此,即使非侵入性乳头状区域在IHC上表现出腔表型,它可以有一个基础亚型的基因表达取决于侵袭区域。
    OBJECTIVE: Urothelial carcinoma has various molecular subtypes, each with different tumor characteristics. Although it is known that molecular changes occur during tumor progression, little is known about the specifics of these changes. In this study, we performed transcriptional analysis to understand the molecular changes during tumor progression.
    METHODS: Formalin-fixed, paraffin-embedded tumor tissues were obtained from 12 patients with muscle-invasive bladder cancer (MIBC). The invasive and non-invasive papillary areas were identified in papillary urothelial carcinoma specimens. Immunohistochemistry (IHC) and mRNA sequencing were performed for each tumor area.
    RESULTS: Patients with CK5/6-negative and CK20-positive non-invasive papillary areas were selected and classified into the IHC switch subgroup (CK5/6-positive and CK20-negative in the invasive area) and the IHC unchanged subgroup (CK5/6-negative and CK20-positive in the invasive area) according to the IHC results of the invasive area. We identified differences in the mRNA expression between the non-invasive papillary and invasive areas of the papillary MIBC tissue samples. In both the non-invasive papillary and invasive areas, the IHC switch subgroup showed basal subtype gene expression, while the IHC unchanged subgroup demonstrated luminal subtype gene expression.
    CONCLUSIONS: The non-invasive papillary area showed a gene expression pattern similar to that of the invasive area. Therefore, even if the non-invasive papillary area exhibits a luminal phenotype on IHC, it can have a basal subtype gene expression depending on the invasive area.
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  • 文章类型: Journal Article
    猪圆环病毒2型(PCV2),全球养猪业的重要病原体,导致猪圆环病毒相关疾病(PCVAD),造成巨大的经济损失。本研究调查了2007年至2023年越南PCV2的遗传多样性和进化动态。我们对2022年至2023年间从越南猪场分离出的47个PCV2基因组进行了测序和分析,揭示了PCV2d(80.85%)的主要循环,其次是PCV2b(19.15%)。系统发育分析确定PCV2基因型PCV2a,PCV2b,PCV2d,PCV2g,PCV2h在越南流通,PCV2d成为最普遍的基因型。与历史数据的比较突出了基因型在2014年从PCV2b到PCV2d的变化。有趣的是,PCV2h基因型主要在2008年至2012年之间观察到,但自2014年以来未检测到。区域分析表明,越南北部和南部之间的PCV2流行病学模式各不相同。确定了衣壳蛋白内的氨基酸取代,主要在对免疫识别至关重要的抗原区域。正选择分析确定了进化压力下的多个位点,表明越南PCV2菌株正在适应。这些发现增强了对越南PCV2动态的了解,并强调了连续监测和适应性管理策略在控制猪群中PCV2相关疾病中的重要性。
    Porcine Circovirus Type 2 (PCV2), a significant pathogen in the global swine industry, causes Porcine Circovirus Associated Diseases (PCVAD), contributing to substantial economic losses. This study investigates the genetic diversity and evolutionary dynamics of PCV2 in Vietnam from 2007 to 2023. We sequenced and analyzed 47 PCV2 genomes isolated from swine farms across Vietnam between 2022 and 2023, revealing predominant circulation of PCV2d (80.85%) followed by PCV2b (19.15%). Phylogenetic analysis identified PCV2 genotypes PCV2a, PCV2b, PCV2d, PCV2g, and PCV2h circulating in Vietnam, with PCV2d emerging as the most prevalent genotype. Comparison with historical data highlighted genotype shifts from PCV2b to PCV2d in 2014. Interestingly, PCV2h genotype was mainly observed between 2008 and 2012 but have not been detected since 2014. Regional analysis indicated varied PCV2 epidemiological patterns between northern and southern Vietnam. Amino acid substitutions within the capsid protein were identified, predominantly in antigenic regions critical for immune recognition. Positive selection analysis identified multiple sites under evolutionary pressure, indicating ongoing adaptation of Vietnamese PCV2 strains. These findings enhance understanding of PCV2 dynamics in Vietnam and underscore the importance of continuous surveillance and adaptive management strategies in controlling PCV2-associated diseases in swine populations.
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  • 文章类型: Journal Article
    在检查细菌基因组是否有过去选择的证据时,结果在很大程度上取决于所选基因组之间的突变距离。即使在细菌物种中,通过dN/dS评估,通过较大的突变距离分隔的基因组显示出更强的纯化选择证据,非同义突变与同义突变的归一化比率。这里,我们证明了这种尺度依赖的经典解释,弱净化选择,当应用于可用的肠道微生物组数据时,会导致有问题的突变积累。我们提出了一个替代方案,对dN/dS的动态直觉和应用具有相反意义的自适应回归模型。由于种群规模大,微生物群落中几乎可以保证发生和席卷宿主种群内的逆转,生成时间短,和可变的环境。使用分析和模拟方法,我们表明,自适应回归可以解释dN/dS衰减只有几十个局部波动的选择压力,这在拟杆菌基因组的背景下是现实的。自适应回归模型的成功要求谨慎解释从长时间尺度获得的dN/dS的低值,因为即使在频繁进行自适应扫描时,它们也可能出现。因此,我们的工作颠倒了对细菌进化中古老观察的解释,说明了随着时间的推移,突变逆转塑造基因组景观的潜力,并强调了在短时间尺度上研究细菌基因组进化的重要性。
    When examining bacterial genomes for evidence of past selection, the results depend heavily on the mutational distance between chosen genomes. Even within a bacterial species, genomes separated by larger mutational distances exhibit stronger evidence of purifying selection as assessed by dN/dS, the normalized ratio of nonsynonymous to synonymous mutations. Here, we show that the classical interpretation of this scale dependence, weak purifying selection, leads to problematic mutation accumulation when applied to available gut microbiome data. We propose an alternative, adaptive reversion model with opposite implications for dynamical intuition and applications of dN/dS. Reversions that occur and sweep within-host populations are nearly guaranteed in microbiomes due to large population sizes, short generation times, and variable environments. Using analytical and simulation approaches, we show that adaptive reversion can explain the dN/dS decay given only dozens of locally fluctuating selective pressures, which is realistic in the context of Bacteroides genomes. The success of the adaptive reversion model argues for interpreting low values of dN/dS obtained from long timescales with caution as they may emerge even when adaptive sweeps are frequent. Our work thus inverts the interpretation of an old observation in bacterial evolution, illustrates the potential of mutational reversions to shape genomic landscapes over time, and highlights the importance of studying bacterial genomic evolution on short timescales.
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  • 文章类型: Journal Article
    背景:微绒毛是指状的,直,和稳定的细胞突起,充满F-肌动蛋白,并呈现刻板的长度。它们存在于动物生命树的各种细胞类型中,并介导几种基本功能,包括营养吸收,光感,和机械感觉。因此,了解微绒毛的起源和进化是重建动物细胞形态和功能进化的关键。这里,我们回顾了微绒毛进化的知识现状,并对动物及其单细胞亲属中编码微绒毛蛋白的基因的保守性进行了生物信息学调查。
    结果:我们首先根据两个经过充分研究的例子对哺乳动物微绒毛进行了详细描述,肠上皮细胞的刷状边界微绒毛和毛细胞的立体纤毛。我们还调查了微绒毛的更广泛的多样性,并讨论了微绒毛和丝足之间的异同。根据我们的生物信息学调查以及精心重建的分子系统发育,我们重建了微绒毛蛋白的进化出现顺序。我们记录了“分子微绒毛工具包”的逐步进化组装,并在两个关键节点上出现了显着的创新爆发:最后一个常见的丝状动物祖先(与不同于丝状动物的微绒毛的进化相关)和最后一个常见的尖毛虫祖先(与微绒毛间粘连的出现相关)。
    结论:我们得出的结论是,在动物的单细胞前体中,从丝状足类祖先结构进化出微绒毛。
    BACKGROUND: Microvilli are finger-like, straight, and stable cellular protrusions that are filled with F-actin and present a stereotypical length. They are present in a broad range of cell types across the animal tree of life and mediate several fundamental functions, including nutrient absorption, photosensation, and mechanosensation. Therefore, understanding the origin and evolution of microvilli is key to reconstructing the evolution of animal cellular form and function. Here, we review the current state of knowledge on microvilli evolution and perform a bioinformatic survey of the conservation of genes encoding microvillar proteins in animals and their unicellular relatives.
    RESULTS: We first present a detailed description of mammalian microvilli based on two well-studied examples, the brush border microvilli of enterocytes and the stereocilia of hair cells. We also survey the broader diversity of microvilli and discuss similarities and differences between microvilli and filopodia. Based on our bioinformatic survey coupled with carefully reconstructed molecular phylogenies, we reconstitute the order of evolutionary appearance of microvillar proteins. We document the stepwise evolutionary assembly of the \"molecular microvillar toolkit\" with notable bursts of innovation at two key nodes: the last common filozoan ancestor (correlated with the evolution of microvilli distinct from filopodia) and the last common choanozoan ancestor (correlated with the emergence of inter-microvillar adhesions).
    CONCLUSIONS: We conclude with a scenario for the evolution of microvilli from filopodia-like ancestral structures in unicellular precursors of animals.
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  • 文章类型: Journal Article
    对适应和物种形成的透彻了解需要具有生态和表型研究历史的模型生物以及一套完整的基因组资源。特别是,需要生态模式生物的高质量基因组组装来评估基因组结构的进化及其在适应和物种形成中的作用。这里,我们产生了嗜糖果蝇的新基因组,在干燥环境中理解物种形成和生态适应的关键模型进化枝。我们为D.mojavensis的七个种群生成了染色体水平的基因组组装和完整的注释,D.Arizonae,还有D.navojoa.我们首先使用这些数据来建立迄今为止该进化枝最可靠的系统发育,并评估整个系统发育的分子进化模式,显示与该系统中适应性基因的先验假设一致。然后,我们表明结构进化在整个系统发育中以恒定的速率发生,因染色体而异,并且与分子进化有关。这些结果通过证明核心进化遗传模式并整合这些模式以产生有关适应的新基因水平假设,从而促进了对D.mojavensis进化枝的理解。我们的数据显示在一个新的公共数据库(cactusflybase。亚利桑那州.edu),为种间和种内进化基因组数据分析提供了最深入的资源之一。此外,我们预计这里确定的结构进化模式将作为未来比较研究的基线,以确定影响整个分类单元基因组结构进化的因素。
    A thorough understanding of adaptation and speciation requires model organisms with both a history of ecological and phenotypic study as well as a complete set of genomic resources. In particular, high-quality genome assemblies of ecological model organisms are needed to assess the evolution of genome structure and its role in adaptation and speciation. Here, we generate new genomes of cactophilic Drosophila, a crucial model clade for understanding speciation and ecological adaptation in xeric environments. We generated chromosome-level genome assemblies and complete annotations for seven populations across D. mojavensis, D. arizonae, and D. navojoa. We use this data first to establish the most robust phylogeny for this clade to date, and to assess patterns of molecular evolution across the phylogeny, showing concordance with a priori hypotheses regarding adaptive genes in this system. We then show that structural evolution occurs at constant rate across the phylogeny, varies by chromosome, and is correlated with molecular evolution. These results advance the understanding of the D. mojavensis clade by demonstrating core evolutionary genetic patterns and integrating those patterns to generate new gene-level hypotheses regarding adaptation. Our data are presented in a new public database (cactusflybase.arizona.edu), providing one of the most in-depth resources for the analysis of inter- and intraspecific evolutionary genomic data. Furthermore, we anticipate that the patterns of structural evolution identified here will serve as a baseline for future comparative studies to identify the factors that influence the evolution of genome structure across taxa.
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  • 文章类型: Journal Article
    树图是生物分类和系统遗传学中可视化的主要形式。从1960年代中期到1980年代,在所谓的系统论战争期间,系统主义者发表的大多数期刊文章和教科书都包含树形图。尽管这一集系统学已经被历史学家和生物学哲学家充分研究,大多数分析将科学理论优先于实践,并倾向于强调相互冲突的理论假设。在这篇文章中,我通过代表性实践的视角来观察冲突,并以数值分类学家(物候图)和分支(分支图)使用的树形图为例进行了研究,从而提供了另一种观点。我认为,分子系统发育学的当前状态不应被解释为系统学内部观点竞争的结果。相反,分子系统发育学独立于系统学而产生,分类和物候的元素被整合到分子系统发育学的框架中,通过物候和分类实践与分子系统发育的定量方法的相容性促进。我的研究表明,科学变革的这一插曲比关于战斗、胜利者或冲突和妥协的常见叙述更为复杂。今天,分支图仍被使用并解释为特定类型的分子系统发育树。虽然在系统论战争时期,物象图和分支图代表了不同形式的知识,今天,它们都被用来代表进化关系。这表明图表是科学实践的通用元素,可以改变其含义,取决于理论框架内的使用背景。
    Tree diagrams are the prevailing form of visualization in biological classification and phylogenetics. Already during the time of the so-called Systematist Wars from the mid-1960s until the 1980s most journal articles and textbooks published by systematists contained tree diagrams. Although this episode of systematics is well studied by historians and philosophers of biology, most analyses prioritize scientific theories over practices and tend to emphasize conflicting theoretical assumptions. In this article, I offer an alternative perspective by viewing the conflict through the lens of representational practices with a case study on tree diagrams that were used by numerical taxonomists (phenograms) and cladists (cladograms). I argue that the current state of molecular phylogenetics should not be interpreted as the result of a competition of views within systematics. Instead, molecular phylogenetics arose independently of systematics and elements of cladistics and phenetics were integrated into the framework of molecular phylogenetics, facilitated by the compatibility of phenetic and cladistic practices with the quantitative approach of molecular phylogenetics. My study suggests that this episode of scientific change is more complex than common narratives of battles and winners or conflicts and compromises. Today, cladograms are still used and interpreted as specific types of molecular phylogenetic trees. While phenograms and cladograms represented different forms of knowledge during the time of the Systematist Wars, today they are both used to represent evolutionary relationships. This indicates that diagrams are versatile elements of scientific practice that can change their meaning, depending on the context of use within theoretical frameworks.
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  • 文章类型: Journal Article
    人类副流感病毒4型(HPIV4)可分为两种不同的亚型,4a和4b。分析了在1966-2022年期间收集的48个HPIV4菌株的融合基因(F基因)的全长。基于这些基因序列,利用贝叶斯马尔可夫链蒙特卡罗方法构造了时间尺度进化树。系统发育树显示,这两种亚型的第一次分裂发生在1823年左右,每种类型的最新共同祖先,4a和4b,分别存在到1940年和1939年左右。尽管所有菌株的平均遗传距离相对较宽,每个亚型的距离都不宽,表明该基因在每个亚型中都是保守的。基因的进化率相对较低(4.41×10-4个替换/位点/年)。此外,在三聚体融合蛋白的顶端预测构象B细胞表位。这些结果表明,HPIV4亚型在200年前分化,后代进一步分化和进化。
    The human parainfluenza virus type 4 (HPIV4) can be classified into two distinct subtypes, 4a and 4b. The full lengths of the fusion gene (F gene) of 48 HPIV4 strains collected during the period of 1966-2022 were analyzed. Based on these gene sequences, the time-scaled evolutionary tree was constructed using Bayesian Markov chain Monte Carlo methods. A phylogenetic tree showed that the first division of the two subtypes occurred around 1823, and the most recent common ancestors of each type, 4a and 4b, existed until about 1940 and 1939, respectively. Although the mean genetic distances of all strains were relatively wide, the distances in each subtype were not wide, indicating that this gene was conserved in each subtype. The evolutionary rates of the genes were relatively low (4.41 × 10-4 substitutions/site/year). Moreover, conformational B-cell epitopes were predicted in the apex of the trimer fusion protein. These results suggest that HPIV4 subtypes diverged 200 years ago and the progenies further diverged and evolved.
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  • 文章类型: Journal Article
    等温扩增技术的进步加速了生物传感应用和复杂分子器件设计的发展。指数扩增反应技术,或EXPAR,独特地定位为从分子计算或microRNA检测中通常遇到的短寡核苷酸链(约10个核苷酸长度)处理分子信息。尽管它的概念简单(只需要一个模板链和两个酶),非特异性背景扩增的问题阻碍了更广泛的采用。在这项工作中,在37°C下建立了新的系统配置,以实现显着提高的性能。识别了负责出色的信号到背景轮廓的关键序列基序,并将其推广为通用适配器设计框架。从框架生成的正交模板序列被实施用于三重反应,并在单个步骤中成功地评估了多目标输入的混合物,一锅格式,不需要外源试剂。
    Advances in isothermal amplification techniques have accelerated development in biosensing applications and the design of complex molecular devices. The exponential amplification reaction technique, or EXPAR, is uniquely positioned to process molecular information from short oligonucleotide strands (≈10 nucleotides length) typically encountered in molecular computing or microRNA detection. Despite its conceptual simplicity (requiring only a template strand and two enzymes), the issue of nonspecific background amplification has hindered broader adoption. In this work, a new system configuration is established at 37 °C to achieve significantly improved performance. Critical sequence motifs responsible for the excellent signal-to-background profile are identified and generalized as a universal adapter design framework. Orthogonal template sequences generated from the framework are implemented for a triplex reaction and successfully evaluated mixtures of multiple-target inputs in a single-step, one-pot format without the need for exogenous agents.
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  • 文章类型: Journal Article
    林奈杜鹃花,1753年,北半球最大的木本植物属,包括园艺中一些最重要的物种。杜鹃花,1911年,TrifloraSleumer1947小节的成员,举例说明了典型的高山杜鹃花物种。对杜鹃花完整叶绿体基因组的分析为杜鹃花物种的进化提供了新的见解,并增强了系统发育关系的分辨率。这个基因组由207,478个碱基对组成,包括一对47,249bp的反向重复序列(IRs),由110,367bp的大型单拷贝(LSC)区域和2,613bp的小型单拷贝(SSC)区域分开。它包含110个基因:77个蛋白质编码基因,29个tRNA,四个独特的rRNA(4.5S,5S,16S,和23S),在IRs中有16个基因重复。比较分析揭示了杜鹃花叶绿体基因组结构的大量多样性,识别第四个变异模式。具体来说,四个高度分歧的区域(trnI-rpoB,ndhE-psaC,rpl32-ndhF,rrn16S-trnI)在基因间间隔区。此外,鉴定了76个简单序列重复。在四个基因(cemA,rps4、rpl16和rpl14),高Ka/Ks比率证明。基于两个数据集(共享的蛋白质编码基因和完整的叶绿体基因组)的系统发育重建表明,R.ambiguum与R.concinnumHemsley密切相关,1889.然而,TrifloraPojarkova小节的系统发育位置,1952年物种仍未解决,这表明在杜鹃花中使用完整的叶绿体基因组进行系统发育研究需要仔细考虑。总的来说,我们的发现提供了有价值的遗传信息,将增强对进化的理解,分子生物学,和杜鹃花的遗传改良。
    Rhododendron Linnaeus, 1753, the largest genus of woody plants in the Northern Hemisphere, includes some of the most significant species in horticulture. Rhododendronambiguum Hemsl, 1911, a member of subsection Triflora Sleumer 1947, exemplifies typical alpine Rhododendron species. The analysis of the complete chloroplast genome of R.ambiguum offers new insights into the evolution of Rhododendron species and enhances the resolution of phylogenetic relationships. This genome is composed of 207,478 base pairs, including a pair of inverted repeats (IRs) of 47,249 bp each, separated by a large single-copy (LSC) region of 110,367 bp and a small single-copy (SSC) region of 2,613 bp. It contains 110 genes: 77 protein-coding genes, 29 tRNAs, four unique rRNAs (4.5S, 5S, 16S, and 23S), with 16 genes duplicated in the IRs. Comparative analyses reveal substantial diversity in the Rhododendron chloroplast genome structures, identifying a fourth variant pattern. Specifically, four highly divergent regions (trnI-rpoB, ndhE-psaC, rpl32-ndhF, rrn16S-trnI) were noted in the intergenic spacers. Additionally, 76 simple sequence repeats were identified. Positive selection signals were detected in four genes (cemA, rps4, rpl16, and rpl14), evidenced by high Ka/Ks ratios. Phylogenetic reconstruction based on two datasets (shared protein-coding genes and complete chloroplast genomes) suggests that R.ambiguum is closely related to R.concinnum Hemsley, 1889. However, the phylogenetic positions of subsection Triflora Pojarkova, 1952 species remain unresolved, indicating that the use of complete chloroplast genomes for phylogenetic research in Rhododendron requires careful consideration. Overall, our findings provide valuable genetic information that will enhance understanding of the evolution, molecular biology, and genetic improvement of Rhododendron spieces.
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  • 文章类型: Journal Article
    先前对马蹄形蝙蝠(Rhinolophusspp。)在中国描述了许多与SARS-CoV(SARSCoVr)相关的冠状病毒,在云南(中国南部)描述了只有少数与SARS-CoV-2(SARSCoV2r)相关的冠状病毒,柬埔寨,老挝和泰国。这里,我们报告了2017年,2021年和2022年在越南进行的几次实地考察的结果,在此期间,从19个地点采样了1218只马蹄形蝙蝠。在11%的粪便RNA提取物中检测到Sarbecovirus,犀牛中的阳性更多(46%)。我们组装了38个Sarbecovirus基因组,包括32SARSCoVr,四个SARSCoV2r,以及SARSCoVr和SARSCoV2r的两个重组体(RecSar),一种显示出与SARS-CoV-2非常相似的Spike蛋白。我们检测到一只蝙蝠感染了四种冠状病毒,包括两种细菌病毒.我们的分析显示,沙贝病毒基因组在强烈的地理和宿主限制下在越南进化。首先,我们发现了来自越南北部的病毒与来自越南中部和南部的病毒之间存在深度分离的证据。第二,我们在托玛斯犀牛身上只检测到SARSCoVr,SARSCoVr和SARSCoV2r在犀牛中,只有雷克萨在与中国接壤的边境附近捕获。第三,从R.thomasi中提取的SARSCoVr的同义第三密码子位置中倾向于尿嘧啶的偏倚与纬度呈负相关。我们的结果还为云南北部马蹄蝙蝠中SARS-CoV的出现以及印度支那北部亚热带森林中马蹄蝙蝠中SARS-CoV-2的出现提供了支持(云南南部,老挝北部和越南西北部)。
    Previous studies on horseshoe bats (Rhinolophus spp.) have described many coronaviruses related to SARS-CoV (SARSCoVr) in China and only a few coronaviruses related to SARS-CoV-2 (SARSCoV2r) in Yunnan (southern China), Cambodia, Laos and Thailand. Here, we report the results of several field missions carried out in 2017, 2021 and 2022 across Vietnam during which 1218 horseshoe bats were sampled from 19 locations. Sarbecoviruses were detected in 11% of faecal RNA extracts, with much more positives among Rhinolophus thomasi (46%). We assembled 38 Sarbecovirus genomes, including 32 SARSCoVr, four SARSCoV2r, and two recombinants of SARSCoVr and SARSCoV2r (RecSar), one showing a Spike protein very similar to SARS-CoV-2. We detected a bat co-infected with four coronaviruses, including two sarbecoviruses. Our analyses revealed that Sarbecovirus genomes evolve in Vietnam under strong geographical and host constraints. First, we found evidence for a deep separation between viruses from northern Vietnam and those from central and southern Vietnam. Second, we detected only SARSCoVr in Rhinolophus thomasi, both SARSCoVr and SARSCoV2r in Rhinolophus affinis, and only RecSar in Rhinolophus pusillus captured close to the border with China. Third, the bias in favour of Uracil in synonymous third codon positions of SARSCoVr extracted from R. thomasi showed a negative correlation with latitudes. Our results also provided support for an emergence of SARS-CoV in horseshoe bats from northern Yunnan and emergence of SARS-CoV-2 in horseshoe bats from northern Indochina subtropical forests (southern Yunnan, northern Laos and north-western Vietnam).
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