phylogeography

系统地理学
  • 文章类型: Journal Article
    在生物地理学中,替代和长距离分散通常被描述为竞争场景。然而,它们是相关的概念,两者都依靠集体地质,生态,和系统发育证据。这可以用淡水鱼来说明,当淡水连接暂时存在并随后被切断(替代)时,它们可能会移民到岛屿,或通过不寻常的方式,当海洋间隙交叉(长距离扩散)。海洋屏障对淡水鱼有很强的过滤作用,将移民限制在最有能力传播海洋的人。对于大安的列斯群岛的淡水鱼来说,替代和分散的作用是有争议的。我们回顾了三个活跃的假设[白垩纪代际,大安的列斯群岛-埃夫斯岭(加兰迪亚),长距离扩散],并由于对淡水鱼使用陆地跨度的支持有限,因此提出长距离扩散是适当的模型。大安的列斯淡水鱼有六个潜在的来源生物区域(根据动物群相似性定义):墨西哥北部海湾,墨西哥西部海湾,MayaTerrane,ChortisBlock,东巴拿马,和南美洲北部。大安的列斯群岛的动物由从许多这些生物区迁徙的分类群组成,但是岛屿和大陆鱼类动物区系之间存在强烈的成分不和谐(>90%的安的列斯物种是鲤科动物,与墨西哥北部海湾和南美洲北部的<10%相比,在其他地方≤50%),与长距离扩散的假设一致。祖先地区重建分析表明,在过去的5100万年中,有16或17起移民事件,其中有14或15个是鲤鱼齿形。已发布的每个移民事件的差异估计和证据表明,它们发生在不同的时间和不同的途径,可能是在暴风雨中从河流中排出或冲入大海的植被筏。如果是,洋流可能为从一个陆地流向另一个陆地时的移民提供了关键途径。另一方面,当在陆块之间垂直流动时,水流会产生分散障碍。除了高耐盐性,Cyprinodontiforms集体表现出各种适应性,可以增强其与筏一起生活的能力(小体型,胎生,低代谢,两栖,滞育,自我受精)。这些适应措施也可能帮助移民在抵达后建立岛屿人口,并在此后长期持续下去。Cichiclids可能使用了伪桥(尼加拉瓜崛起)到达大安的列斯群岛。Gars(Lepisosteidae)可能已经越过佛罗里达海峡到达古巴,一个相对较短的杂交,对于几个鲤鱼状移民来说,这不是基因流动的障碍。的确,第四纪移民的广泛分布(Cyprinodon,甘布西亚,Kryptolebias),在大安的列斯群岛和邻近的生物区域中,意味着长距离扩散不一定抑制适应良好的物种,即使这对所有其他淡水鱼来说似乎几乎是不可能的。
    In biogeography, vicariance and long-distance dispersal are often characterised as competing scenarios. However, they are related concepts, both relying on collective geological, ecological, and phylogenetic evidence. This is illustrated by freshwater fishes, which may immigrate to islands either when freshwater connections are temporarily present and later severed (vicariance), or by unusual means when ocean gaps are crossed (long-distance dispersal). Marine barriers have a strong filtering effect on freshwater fishes, limiting immigrants to those most capable of oceanic dispersal. The roles of vicariance and dispersal are debated for freshwater fishes of the Greater Antilles. We review three active hypotheses [Cretaceous vicariance, Greater Antilles-Aves Ridge (GAARlandia), long-distance dispersal] and propose long-distance dispersal to be an appropriate model due to limited support for freshwater fish use of landspans. Greater Antillean freshwater fishes have six potential source bioregions (defined from faunal similarity): Northern Gulf of México, Western Gulf of México, Maya Terrane, Chortís Block, Eastern Panamá, and Northern South America. Faunas of the Greater Antilles are composed of taxa immigrating from many of these bioregions, but there is strong compositional disharmony between island and mainland fish faunas (>90% of Antillean species are cyprinodontiforms, compared to <10% in Northern Gulf of México and Northern South America, and ≤50% elsewhere), consistent with a hypothesis of long-distance dispersal. Ancestral-area reconstruction analysis indicates there were 16 or 17 immigration events over the last 51 million years, 14 or 15 of these by cyprinodontiforms. Published divergence estimates and evidence available for each immigration event suggests they occurred at different times and by different pathways, possibly with rafts of vegetation discharged from rivers or washed to sea during storms. If so, ocean currents likely provide critical pathways for immigration when flowing from one landmass to another. On the other hand, currents create dispersal barriers when flowing perpendicularly between landmasses. In addition to high salinity tolerance, cyprinodontiforms collectively display a variety of adaptations that could enhance their ability to live with rafts (small body size, viviparity, low metabolism, amphibiousness, diapause, self-fertilisation). These adaptations likely also helped immigrants establish island populations after arrival and to persist long term thereafter. Cichlids may have used a pseudo bridge (Nicaragua Rise) to reach the Greater Antilles. Gars (Lepisosteidae) may have crossed the Straits of Florida to Cuba, a relatively short crossing that is not a barrier to gene flow for several cyprinodontiform immigrants. Indeed, widespread distributions of Quaternary migrants (Cyprinodon, Gambusia, Kryptolebias), within the Greater Antilles and among neighbouring bioregions, imply that long-distance dispersal is not necessarily inhibitory for well-adapted species, even though it appears to be virtually impossible for all other freshwater fishes.
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  • 文章类型: Journal Article
    第四纪欧洲发生的气候变化影响了植物的栖息地及其物种和植被组成。在这篇文章中,对海西山地植物的生物地理研究,包括阿尔卑斯山的数据,Carpathians,并对欧洲低地进行了审查,以讨论海西种群与其他欧洲山脉种群的系统地理结构和差异,斯堪的纳维亚,和低地。分析的研究显示了海西山脉之间特定的系统地理关系,阿尔卑斯山,斯堪的纳维亚,Carpathians,欧洲低地。结果还表明,海西山脉植物种群的遗传模式在起源方面可能存在显着差异。物种向海西山脉的主要迁徙路线始于阿尔卑斯山或喀尔巴厘。一些物种,如RubuschamaemorusL.,柳柳,和柳柳,是冰川遗迹,可能在冰河时期到达并定居在海西山脉,并在孤立的栖息地中幸存下来。海西山脉由各种较小的山脉组成,是来自欧洲不同地区的迁徙路线的十字路口;因此,其中的植物种群之间发生了密集的杂交,这表明存在几个不同的遗传系。
    The climatic changes that took place in Europe during the Quaternary period influenced plant habitats as well as their species and vegetation composition. In this article, biogeographical studies on Hercynian mountain plants that include data for the Alps, Carpathians, and European lowlands are reviewed in order to discuss the phylogeographical structure and divergence of the Hercynian populations from those in other European mountain ranges, Scandinavia, and lowlands. The analyzed studies show specific phylogeographical relations between the Hercynian mountains, Alps, Scandinavia, Carpathians, and European lowlands. The results also indicate that the genetic patterns of plant populations in the Hercynian Mountains may differ significantly in terms of origin. The main migration routes of species to the Hercynian ranges began in the Alps or Carpathians. Some species, such as Rubus chamaemorus L., Salix lapponum L., and Salix herbacea L., are glacial relics that may have arrived and settled in the Hercynian Mountains during the Ice Age and that survived in isolated habitats. The Hercynian Mountains are composed of various smaller mountain ranges and are a crossroads of migration routes from different parts of Europe; thus, intensive hybridization has occurred between the plant populations therein, which is indicated by the presence of several divergent genetic lines.
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  • 文章类型: Review
    DNA条形码是分类学等学科的重要工具,系统发育学和系统地理学,生命数据系统条形码(BOLD)是部分细胞色素c氧化酶亚基I(COI)序列的最大数据库。我们提供了该数据库中有关昆虫目Thysanoptera的信息的第一个广泛修订版,评估:有多少COI序列可用;这些序列对订单的代表性如何;以及BOLD作为标本鉴定和物种定界参考文库的当前潜力。BOLD的COI数据库目前仅占6400多种有效蓟马物种的5%,对一些具有经济重要性的物种有很大的偏见。在评估的33个属中,有24个观察到清晰的条形码间隙,但也观察到许多异常值。我们建议BOLD中可用的COI序列作为参考,无法在该数据库中约30%的Thysanoptera物种中进行准确鉴定,上升到Thripidae中40%的分类群,订单中采样最多的家庭。因此,我们呼吁在使用BOLD作为蓟马条形码的参考图书馆时谨慎和严格的评估,未来的努力应该集中在提高该数据库的数据质量上。
    DNA Barcoding is an important tool for disciplines such as taxonomy, phylogenetics and phylogeography, with Barcode of Life Data System (BOLD) being the largest database of partial cytochrome c oxidase subunit I (COI) sequences. We provide the first extensive revision of the information available in this database for the insect order Thysanoptera, to assess: how many COI sequences are available; how representative these sequences are for the order; and the current potential of BOLD as a reference library for specimen identification and species delimitation. The COI database at BOLD currently represents only about 5% of the over 6400 valid thrips species, with a heavy bias towards a few species of economic importance. Clear Barcode gaps were observed for 24 out of 33 genera evaluated, but many outliers were also observed. We suggest that the COI sequences available in BOLD as a reference would not allow for accurate identifications in about 30% of Thysanoptera species in this database, which rises to 40% of taxa within Thripidae, the most sampled family within the order. Thus, we call for caution and a critical evaluation in using BOLD as a reference library for thrips Barcodes, and future efforts should focus on improving the data quality of this database.
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  • 文章类型: Journal Article
    东亚大陆具有温和的更新世气候和复杂的近期地质历史。在过去的30年中,对动物的系统地理学研究产生了几种独特的模式。冰川期避难所众多,不限于任何特定区域。它们中的大多数是本地化的和特定物种的,虽然有几个大避难所,例如中国西南山区,由多个物种共享,并在避难所内有避难所。此外,冰川后范围扩展事件在时间上变化很大,规模和方向。LGM后的大规模南向北扩张很少,而且大多发生在北部地区。此外,几个独特的地理特征,包括中国和北部干旱带的三步走地形,对许多物种历史有重大影响。总的来说,更新世冰川的影响,特别是LGM,在物种历史上,从不可检测到显著差异很大。对西南地区物种的影响最小,对北方物种的影响最大。与更新世气候变化相比,地质事件在塑造物种历史中起着更重要的作用。动物物种之间的系统地理格局与植物高度一致。东亚未来的系统地理努力应该是假设驱动的,并寻求共同模式基础的过程。基因组数据的广泛使用可以准确估计历史人口过程,并探索更新世以外的古老历史。
    Continental East Asia has a mild Pleistocene climate and a complex recent geological history. Phylogeographic studies of animals over the last 30 years have produced several distinctive patterns. Glaciation refugia are numerous and are not restricted to any particular regions. Most of them are localized and species-specific, although several large refugia, for example the mountains of SW China, are shared by multiple species and have refugia-within-refugia. Furthermore, postglaciation range expansion events vary greatly in time, scale and direction. Large-scale south-to-north post-LGM expansions are few and mostly occurred in the northern regions. Additionally, several unique geographic features, including the three-step terrain of China and the northern arid belt, have significant impacts on many species histories. Overall, the impacts of Pleistocene glaciations, particularly the LGM, on species history vary drastically from nondetectable to significant. The impacts are the least for species from the southwestern region and are most dominant for species from the north. Geological events play a more significant role in shaping species history than Pleistocene climatic changes. Phylogeographic patterns among animals species are highly consistent with those of plants. Future phylogeographic endeavour in East Asia should be hypothesis-driven and seek processes that underlie common patterns. The wide use of genomic data allow accurate estimates of historical population processes and exploration of older history beyond the Pleistocene.
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  • 文章类型: Journal Article
    关于生活史特征的研究相当多,进化史,以及塑造海洋生物种群遗传结构的环境因素,包括鲨鱼和射线。对这一群体的保护问题特别强烈,因为由于生活史特征的结合,包括成熟后期和繁殖力低,它们极易受到人为压力的影响。这里,我们提供了鲨鱼和射线的全球系统地理的回顾和综合。我们检查了属于17属的40种鲨鱼和属于11属的19种射线的现有数据。mtDNA细胞色素C氧化酶亚基I(COI)为每个物种构建了中位数连接单倍型网络,并进行了分子变异分析(AMOVA),以了解三个主要海洋盆地的遗传多样性和结构模式-印度,大西洋和太平洋。单倍型网络在大多数物种中显示出非常浅的聚结,先前报道的海洋硬骨鱼的发现。星形拓扑在鲨鱼中占主导地位,而复杂的突变拓扑在射线中占主导地位,我们将这一发现归因于射线早期生活史中极其有限的扩散。种群结构因物种群体而异,显然是由于生活史特征的差异,包括生殖哲学,站点保真度,中上层栖息地,迁徙习惯,和分散能力。与珊瑚礁相关和底层物种相比,中上层和半中上层物种在海洋盆地之间和内部显示出较低的结构水平。不出所料,分类单元和群体之间存在差异,但是也有一些广泛的模式可以指导管理和保护策略。
    Considerable research exists on the life history traits, evolutionary history, and environmental factors that shape the population genetic structure of marine organisms, including sharks and rays. Conservation concerns are particularly strong for this group as they are highly susceptible to anthropogenic stressors due to a combination of life history traits including late maturity and low fecundity. Here, we provide a review and synthesis of the global phylogeography of sharks and rays. We examined existing data for 40 species of sharks belonging to 17 genera and 19 species of rays belonging to 11 genera. Median joining haplotype networks were constructed for each species for the mtDNA cytochrome C oxidase subunit I (COI), and an Analysis of Molecular Variance (AMOVA) was conducted to understand patterns of genetic diversity and structure across the three major ocean basins-the Indian, Atlantic and Pacific Oceans. Haplotype networks showed very shallow coalescence in most species, a finding previously reported for marine teleosts. Star topologies were predominant among sharks while complex mutational topologies predominated among rays, a finding we attribute to extremely limited dispersal in the early life history of rays. Population structuring varied amongst species groups, apparently due to differences in life history traits including reproductive philopatry, site fidelity, pelagic habitat, migratory habits, and dispersal ability. In comparison to reef-associated and demersal species, pelagic and semi pelagic species showed lower levels of structure between and within ocean basins. As expected, there is variation between taxa and groups, but there are also some broad patterns that can guide management and conservation strategies.
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  • 文章类型: Journal Article
    顶复体寄生虫巴贝斯虫物种的遗传变异性是piroplasma用来逃避其宿主免疫反应的主要策略。这篇综述的目的是评估我们目前对来自绵羊的Babesiaovis的全球单倍型分布和系统地理学的了解,山羊,马和ixodid(硬)蜱。从2017年到2023年检索了书目英语数据库,共确定了11种出版物。来自亚洲的B.ovis的18S核糖体RNA(18SrRNA)序列,欧洲,对非洲进行了检索,并进行了遗传多样性估计和系统发育评估。单倍型网络表明,总共有29个单倍型被分为两个不同的地理单倍型I和II,包括尼日利亚和乌干达衍生的念珠菌分离株。在源自伊拉克(单倍型多样性:0.781)和土耳其(Hd:0.841)的绵羊/tick衍生的双歧杆菌中,具有中等高度的遗传多样性。根据分类系统发育树,除土耳其分离株外,A和B的两个地理上不同的谱系进行了遗传分化,表明单倍型迁移发生在各个地理进化枝之间。此外,UPGMA树的拓扑结构表明,与绵羊巴贝斯虫病的其余进化枝相比,Ovis种群具有不同的进化枝(B.克拉萨和B.motasi)。目前的结果加强了我们的知识,以评估世界不同地区的B.Ovis的进化范式和传播动态;它还将为控制绵羊巴贝斯虫病的公共卫生政策奠定基础。
    The genetic variability of apicomplexan parasite Babesia species is a principal strategy used by piroplasma to evade their hosts\' immune responses. The purpose of this review was to evaluate our current knowledge on global haplotype distribution and phylogeography of Babesia ovis derived from sheep, goat, horse and ixodid (hard) ticks. Bibliographic English databases were searched from 2017 to 2023, identifying a total of 11 publications. The 18S ribosomal RNA (18S rRNA) sequences of B. ovis from Asia, Europe, and Africa were retrieved and subjected to estimate the genetic diversity and phylogenetic assessment. A haplotype network indicated a total of 29 haplotypes being classified into two distinct geographical haplogroups I and II including Nigeria and Uganda-derived B. ovis isolates. A moderately high level of genetic diversity was characterized in sheep/tick-derived B. ovis isolates originating from Iraq (Haplotype diversity: 0.781) and Turkey (Hd: 0.841). Based on the cladistic phylogenetic tree, two geographically different lineages of A and B were genetically differentiated except for Turkish isolates, indicating haplotype migration occurred between various geographical clades. In addition, the topology of UPGMA tree indicated that B. ovis population has a distinct clade compared to the rest clades of ovine babesiosis (B. crassa and B. motasi). The present results strengthen our knowledge to evaluate the evolutionary paradigms and transmission dynamics of B. ovis in different regions of the world; also it will provide groundwork for public health policy to control ovine babesiosis.
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  • 文章类型: Journal Article
    夜间活动,白天躲在多刺的灌木丛和灌木中,克里特岛及其邻近岛屿的大翅目很容易被忽视,到目前为止,我们对它们分布的了解是基于11个物种的大约30次目击。本文介绍了对1987年至2020年之间在希腊克里特岛上通过人工捕获,陷阱和发酵陷阱收集的大翅目标本的研究结果,Gavdos,Gavdopoula,还有Andikithira.显示了所有已知物种的诊断特征,并用堆叠的图像进行了说明。提供了所有物种的更新密钥。Tilmans和气味,sp.11月。来自Andikithira和西南克里特岛以及Willemse和Kotitsa,sp.11月。从Mt.Dikti被描述。女性E.cretica,E.gemellata,和E.mariannae被描述,重新描述了E.astyla的雌性。E.francisaeTilmans&Odé生物声学,sp.11月。,E.giuliae,和E.jacquelinae首次出现。首次从克里特岛报道了黄翅目。提供了克里特岛上大翅目物种的大量新分布数据。讨论了与古地理事件有关的当前分布模式和基于克里特岛上大翅目物种分子数据的系统发育的首次分析。
    Being nocturnal, hiding in prickly bushes and shrubs during the day, Eupholidoptera species in Crete and its neighbouring islands are easily overlooked, and until now our knowledge about their distribution was based on some thirty sightings across 11 species. In this paper results are presented of a study of Eupholidoptera specimens collected between 1987 and 2020 by hand-catches and pitfall and fermenting traps on the Greek islands of Crete, Gavdos, Gavdopoula, and Andikithira. Diagnostic features of all known species are presented and illustrated with stacked images. An updated key to all species is provided. Eupholidopterafrancisae Tilmans & Odé, sp. nov. from Andikithira and southwestern Crete and Eupholidopteramarietheresae Willemse & Kotitsa, sp. nov. from Mt. Dikti are described. Female E.cretica, E.gemellata, and E.mariannae are described, and the female of E.astyla is redescribed. Bioacoustics for E.francisae Tilmans & Odé, sp. nov., E.giuliae, and E.jacquelinae are presented for the first time. Eupholidopterasmyrnensis is reported for the first time from Crete. A substantial amount of new distribution data for Eupholidoptera species on Crete is presented. The current distribution pattern and first analyses of phylogeny based on molecular data of Eupholidoptera species on Crete are discussed in relation to paleogeographical events.
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  • 文章类型: Journal Article
    循环甲型流感病毒(IAV)的基因组表征指导选择合适的疫苗制剂和早期检测潜在的大流行性病毒株。然而,关于非洲IAV基因组进化和传播的纵向数据很少,限制非洲从潜在的流感控制策略中受益。我们搜索了七个数据库:非洲在线期刊,Embase,全球卫生,谷歌学者,PubMed,Scopus,和WebofScience根据PRISMA指南对非洲IAV进行测序和/或基因组表征的研究。我们的审查强调了自1993年以来非洲IAV的出现和多样化。循环菌株在血凝素蛋白的主要抗原和潜在的N-连接糖基化位点上不断获得新的氨基酸取代。这极大地影响了疫苗的保护性。非洲IAVs在系统发育上与全球菌株混合,形成了强大的时间和地理进化结构。系统地理分析证实,病毒从国外迁移到非洲,尤其是南亚,欧洲,北美,广泛的局部病毒混合维持了基因组多样性,抗原漂移,以及无人机在非洲的持续存在。然而,重组和人畜共患的作用仍然未知。有趣的是,我们观察到了非洲特有的替换和进化枝以及持续性病毒谱系.因此,非洲对全球流感生态的贡献可能被低估了。我们的结果在地理上有偏差,数据来自63%(34/54)的非洲国家。因此,有必要在非洲范围内扩大流感监测,并优先进行常规的全基因组测序和基因组分析,以便及早发现新毒株,从而有效控制病毒.
    Genomic characterization of circulating influenza type-A viruses (IAVs) directs the selection of appropriate vaccine formulations and early detection of potentially pandemic virus strains. However, longitudinal data on the genomic evolution and transmission of IAVs in Africa are scarce, limiting Africa\'s benefits from potential influenza control strategies. We searched seven databases: African Journals Online, Embase, Global Health, Google Scholar, PubMed, Scopus, and Web of Science according to the PRISMA guidelines for studies that sequenced and/or genomically characterized Africa IAVs. Our review highlights the emergence and diversification of IAVs in Africa since 1993. Circulating strains continuously acquired new amino acid substitutions at the major antigenic and potential N-linked glycosylation sites in their hemagglutinin proteins, which dramatically affected vaccine protectiveness. Africa IAVs phylogenetically mixed with global strains forming strong temporal and geographical evolution structures. Phylogeographic analyses confirmed that viral migration into Africa from abroad, especially South Asia, Europe, and North America, and extensive local viral mixing sustained the genomic diversity, antigenic drift, and persistence of IAVs in Africa. However, the role of reassortment and zoonosis remains unknown. Interestingly, we observed substitutions and clades and persistent viral lineages unique to Africa. Therefore, Africa\'s contribution to the global influenza ecology may be understated. Our results were geographically biased, with data from 63% (34/54) of African countries. Thus, there is a need to expand influenza surveillance across Africa and prioritize routine whole-genome sequencing and genomic analysis to detect new strains early for effective viral control.
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  • 文章类型: Journal Article
    The Y chromosome has been widely explored for the study of human migrations. Due to its paternal inheritance, the Y chromosome polymorphisms are helpful tools for understanding the geographical distribution of populations all over the world and for inferring their origin, which is really useful in forensics. The remarkable historical context of Europe, with numerous migrations and invasions, has turned this continent into a melting pot. For this reason, it is interesting to study the Y chromosome variability and how it has contributed to improving our knowledge of the distribution and development of European male genetic pool as it is today. The analysis of Y lineages in Europe shows the predominance of four haplogroups, R1b-M269, I1-M253, I2-M438 and R1a-M420. However, other haplogroups have been identified which, although less frequent, provide significant evidence about the paternal origin of the populations. In addition, the study of the Y chromosome in Europe is a valuable tool for revealing the genetic trace of the different European colonizations, mainly in several American countries, where the European ancestry is mostly detected by the presence of the R1b-M269 haplogroup. Therefore, the objective of this review is to compile the studies of the Y chromosome haplogroups in current European populations, in order to provide an outline of these haplogroups which facilitate their use in forensic studies.
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  • 文章类型: Journal Article
    为了减少全球HIV-1发病率,有必要了解和理清HIV-1传播动态,并确定作为HIV-1传播中心或驱动因素的地理区域和人群。在撒哈拉以南非洲(sSA),艾滋病毒-1负担最高的地区,关于这种传输动力学的信息是稀疏的。系统发育推断是研究HIV-1传播网络和来源归因的有力方法。在这次审查中,我们评估了sSA中HIV-1热点(HIV-1发病率和患病率较高的地理区域和人群)与HIV-1负担较低的地区或人群之间混合的现有系统发育数据.我们搜索了PubMed,并确定并审查了64项关于sSA中风险群体和地理位置之间的HIV-1传播动态的研究(1995-2021年发布)。我们从地理和风险群体的角度描述了sSA中HIV-1的传播。最后,我们讨论了sSA混合流行病中系统发育推断面临的挑战,并为已确定的挑战提供了我们的观点和潜在的解决方案.
    To reduce global HIV-1 incidence, there is a need to understand and disentangle HIV-1 transmission dynamics and to determine the geographic areas and populations that act as hubs or drivers of HIV-1 spread. In Sub-Saharan Africa (sSA), the region with the highest HIV-1 burden, information about such transmission dynamics is sparse. Phylogenetic inference is a powerful method for the study of HIV-1 transmission networks and source attribution. In this review, we assessed available phylogenetic data on mixing between HIV-1 hotspots (geographic areas and populations with high HIV-1 incidence and prevalence) and areas or populations with lower HIV-1 burden in sSA. We searched PubMed and identified and reviewed 64 studies on HIV-1 transmission dynamics within and between risk groups and geographic locations in sSA (published 1995-2021). We describe HIV-1 transmission from both a geographic and a risk group perspective in sSA. Finally, we discuss the challenges facing phylogenetic inference in mixed epidemics in sSA and offer our perspectives and potential solutions to the identified challenges.
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