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Endogenous viral elements: insights into data availability and accessibility. 内源性病毒元素:洞察数据的可用性和可访问性。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-23 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae099
Muriel Ritsch, Nadja Brait, Erin Harvey, Manja Marz, Sebastian Lequime

Endogenous viral elements (EVEs) are remnants of viral genetic material endogenized into the host genome. They have, in the last decades, attracted attention for their role as potential contributors to pathogenesis, drivers of selective advantage for the host, and genomic remnants of ancient viruses. EVEs have a nuanced and complex influence on both host health and evolution, and can offer insights on the deep evolutionary history of viruses. As an emerging field of research, several factors limit a comprehensive understanding of EVEs: they are currently underestimated and periodically overlooked in studies of the host genome, transcriptome, and virome. The absence of standardized guidelines for ensuring EVE-related data availability and accessibility following the FAIR ('findable, accessible, interoperable, and reusable') principles obstructs our ability to gather and connect information. Here, we discuss challenges to the availability and accessibility of EVE-related data and propose potential solutions. We identified the biological and research focus imbalance between different types of EVEs, and their overall biological complexity as genomic loci with viral ancestry, as potential challenges that can be addressed with the development of a user-oriented identification tool. In addition, reports of EVE identification are scattered between different subfields under different keywords, and EVE sequences and associated data are not properly gathered in databases. While developing an open and dedicated database might be ideal, targeted improvements of generalist databases might provide a pragmatic solution to EVE data and metadata accessibility. The implementation of these solutions, as well as the collective effort by the EVE scientific community in discussing and setting guidelines, is now drastically needed to lead the development of EVE research and offer insights into host-virus interactions and their evolutionary history.

内源性病毒因子(EVEs)是内源性进入宿主基因组的病毒遗传物质的残余物。在过去的几十年里,它们作为致病机制的潜在贡献者、宿主选择优势的驱动因素和古代病毒的基因组残留物引起了人们的注意。EVEs对宿主的健康和进化都有微妙而复杂的影响,可以为了解病毒的深层进化史提供见解。作为一个新兴的研究领域,有几个因素限制了对eve的全面理解:它们目前在宿主基因组、转录组和病毒组的研究中被低估和周期性地忽视。缺乏标准化的指导方针来确保eve相关数据的可用性和可访问性,并遵循FAIR(“可查找、可访问、可互操作和可重用”)原则,阻碍了我们收集和连接信息的能力。在这里,我们讨论了eve相关数据的可用性和可访问性所面临的挑战,并提出了潜在的解决方案。我们确定了不同类型的外源性病毒之间的生物学和研究重点不平衡,以及它们作为具有病毒血统的基因组位点的总体生物学复杂性,作为可以通过开发面向用户的识别工具来解决的潜在挑战。此外,EVE鉴定报告分散在不同关键字下的不同子域之间,数据库中EVE序列及相关数据收集不完善。虽然开发一个开放和专用的数据库可能是理想的,但有针对性地改进通用数据库可能为EVE数据和元数据可访问性提供实用的解决方案。实施这些解决方案,以及EVE科学界在讨论和制定指导方针方面的集体努力,现在迫切需要引领EVE研究的发展,并提供对宿主-病毒相互作用及其进化史的见解。
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引用次数: 0
Comprehensive molecular epidemiology of influenza viruses in Brazil: insights from a nationwide analysis. 巴西流感病毒的综合分子流行病学:来自全国分析的见解。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-23 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veae102
Isabela Carvalho Brcko, Vinicius Carius de Souza, Gabriela Ribeiro, Alex Ranieri Jeronimo Lima, Antonio Jorge Martins, Claudia Renata Dos Santos Barros, Eneas de Carvalho, James Siqueira Pereira, Loyze Paola Oliveira de Lima, Vincent Louis Viala, Simone Kashima, Debora Glenda Lima de La Roque, Elaine Vieira Santos, Evandra Strazza Rodrigues, Juliana Almeida Nunes, Leandro Spalato Torres, Luiz Artur Vieira Caldeira, Melissa Palmieri, Caio Genovez Medina, Raphael Augusto de Arruda, Renata Beividas Lopes, Geraldo Reple Sobrinho, Daniel Macedo de Melo Jorge, Eurico Arruda, Eladja Christina Bezerra da Silva Mendes, Hazerral de Oliveira Santos, Arabela Leal E Silva de Mello, Felicidade Mota Pereira, Marcela Kelly Astete Gómez, Vanessa Brandão Nardy, Brenno Henrique, Lucas Luiz Vieira, Mariana Matos Roll, Elaine Cristina de Oliveira, Júlia Deffune Profeta Cidin Almeida, Stephanni Figueiredo da Silva, Gleissy Adriane Lima Borges, Katia Cristina de Lima Furtado, Patricia Miriam Sayuri Sato Barros da Costa, Shirley Moreira da Silva Chagas, Esper G Kallás, Daniel Larh, Marta Giovanetti, Svetoslav Nanev Slavov, Sandra Coccuzzo Sampaio, Maria Carolina Elias

Influenza A and B viruses represent significant global health threats, contributing substantially to morbidity and mortality rates. However, a comprehensive understanding of the molecular epidemiology of these viruses in Brazil, a continental-size country and a crucial hub for the entry, circulation, and dissemination of influenza viruses within South America, still needs to be improved. This study addresses this gap by consolidating data and samples across all Brazilian macroregions, as part of the Center for Viral Surveillance and Serological Assessment project, together with an extensive number of other Brazilian sequences provided by a public database during the epidemic seasons spanning 2021-23. Phylogenetic analysis of the hemagglutinin segment of influenza A/H1N1pdm09, A/H3N2, and influenza B/Victoria-lineage viruses revealed that in 2021 and in the first semester of 2022, the A/H3N2 2a.3 strain was the predominant circulating strain. Subsequently, the A/H3N2 2b became the prevalent strain until October, when it was substituted by A/H1N1pdm09 5a.2a and 5a.2a.1 lineages. This scenario was maintained during the year of 2023. B/Victoria emerged and circulated at low levels between December 2021 and September 2022 and then became coprevalent with A/H1N1pdm09 5a.2a and 5a.2a.1 lineages. The comparison between the vaccine strain A/Darwin/9/2021 and circulating viruses revealed shared mutations to aspartic acid at residues 186 and 225 across all A/H3N2 lineages from 2021 to 2023, altering the charge in the receptor-binding domain. For A/H1N1pdm09, the 2022 consensus of 5a.2a.1 and the vaccine strain A/Victoria/2570/2019 showed 14 amino acid substitutions. Key residues H180, D187, K219, R223, E224, and T133 are involved in hydrogen interactions with sialic acids, while N130, K142, and D222 may contribute to distance interactions based on docking analyses. Importantly, distinct influenza A lineage frequency patterns were observed across Brazil's macroregions, underscoring the regional variations in virus circulation. This study characterizes influenza A and B viruses circulating in Brazil, providing insights into their circulation patterns and dynamics across Brazilian macroregions. These findings hold significant implications for public health interventions, informing strategies to mitigate transmission risks, optimize vaccination efforts, and enhance outbreak control measures.

甲型和乙型流感病毒对全球健康构成重大威胁,在很大程度上造成发病率和死亡率。然而,巴西是一个大陆大小的国家,也是流感病毒在南美洲进入、传播和传播的关键枢纽,对巴西这些病毒的分子流行病学的全面了解仍然需要改进。作为病毒监测和血清学评估中心项目的一部分,本研究通过整合巴西所有大区的数据和样本,以及公共数据库在2021-23年流行季节提供的大量其他巴西序列,解决了这一差距。A/H1N1pdm09、A/H3N2和B/维多利亚型流感病毒的血凝素片段的系统发育分析显示,在2021年和2022年上半年,A/H3N2 2a型流感病毒被感染。3株为优势循环菌株。随后,A/H3N2 2b成为流行毒株,直到10月被A/H1N1pdm09 5a取代。2a和5a。1血统。这种情况一直维持到2023年。B/Victoria在2021年12月至2022年9月期间出现并以低水平传播,然后与A/H1N1pdm09 5a共价。2a和5a。1血统。将疫苗株A/Darwin/9/2021与循环病毒进行比较发现,从2021年到2023年,在所有A/H3N2谱系中,天冬氨酸残基186和225处共有突变,改变了受体结合域的电荷。对于A/H1N1pdm09, 2022年共识为5a.2a。1和A/Victoria/2570/2019疫苗株有14个氨基酸取代。关键残基H180、D187、K219、R223、E224和T133参与了唾液酸与氢的相互作用,而对接分析显示,N130、K142和D222可能参与了距离相互作用。重要的是,在巴西的大区域中观察到不同的甲型流感谱系频率模式,强调了病毒传播的区域差异。本研究描述了在巴西流行的甲型和乙型流感病毒的特征,为其在巴西大区域的传播模式和动态提供了见解。这些发现对公共卫生干预、为减轻传播风险、优化疫苗接种工作和加强疫情控制措施提供信息具有重要意义。
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引用次数: 0
Combined use of pritelivir with acyclovir or foscarnet suppresses evolution of HSV-1 drug resistance. 普利特利韦与阿昔洛韦或氟膦酸钠联合使用可抑制HSV-1耐药的进化。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-23 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae101
Hanna Helena Schalkwijk, Graciela Andrei, Robert Snoeck

The widespread use of antivirals in immunocompromised individuals has led to frequent occurrences of drug-resistant herpes simplex virus 1 (HSV-1) infections. Current antivirals target the viral DNA polymerase (DP), resulting in cross-resistance patterns that emphasize the need for novel treatment strategies. In this study, we assessed whether combining antivirals with different targets affects drug resistance emergence by passaging wild-type HSV-1 under increasing concentrations of acyclovir (ACV), foscarnet (phosphonoformic acid, PFA), or the helicase-primase inhibitor pritelivir (PTV), individually or in combination (ACV + PTV or PFA + PTV). The resistance selection procedure was initiated from two different drug concentrations for each condition. Deep sequencing and subsequent phenotyping showed the rapid acquisition of resistance mutations under monotherapy pressure, whereas combination therapy resulted in either no mutations or mutations conferring ACV and/or PFA resistance. Notably, mutations associated with PTV resistance were not detected after five passages under combination pressure. Strains resistant to both ACV and PTV were eventually obtained upon further passaging under ACV + PTV pressure initiated from lower drug concentrations. PFA + PTV dual treatment induced PFA resistance mutations in the DP, but PTV resistance mutations were not acquired, even after 15 passages. Our data suggest that combining the helicase-primase inhibitor PTV with a DP inhibitor may be an effective strategy to prevent drug resistance evolution in HSV-1.

在免疫功能低下的个体中广泛使用抗病毒药物导致耐药单纯疱疹病毒1 (HSV-1)感染的频繁发生。目前的抗病毒药物靶向病毒DNA聚合酶(DP),导致交叉耐药模式,强调需要新的治疗策略。在这项研究中,我们评估了不同靶点的抗病毒药物联合使用是否会影响野生型单纯疱疹病毒-1在增加阿昔洛韦(ACV)、膦甲酸(PFA)或解旋酶引物酶抑制剂priitelivir (PTV)浓度下传代产生耐药性,无论是单独还是联合使用(ACV + PTV或PFA + PTV)。耐药性选择程序是针对每种情况从两种不同的药物浓度开始的。深度测序和随后的表型分析显示,在单一治疗压力下,耐药突变迅速获得,而联合治疗要么没有突变,要么突变赋予ACV和/或PFA耐药。值得注意的是,在组合压力下进行5次传代后,未检测到与PTV抗性相关的突变。在较低药物浓度引起的ACV + PTV压力下进一步传代,最终获得对ACV和PTV均耐药的菌株。PFA + PTV双重处理诱导PFA抗性突变,但PTV抗性突变未获得,即使经过15代。我们的数据表明,将解旋酶引物酶抑制剂PTV与DP抑制剂联合使用可能是防止HSV-1耐药进化的有效策略。
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引用次数: 0
Emergence of Omicron FN.1 a descendent of BQ.1.1 in Botswana. BQ.1.1后代Omicron FN.1在博茨瓦纳的出现。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-22 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae095
Wonderful T Choga, Emanuele Gustani-Buss, Houriiyah Tegally, Dorcas Maruapula, Xiaoyu Yu, Monika Moir, Boitumelo J L Zuze, San Emmanuel James, Nokuthula S Ndlovu, Kedumetse Seru, Patience Motshosi, Alexandra Blenkinsop, Irene Gobe, Cheryl Baxter, Justen Manasa, Shahin Lockman, Roger Shapiro, Joseph Makhema, Eduan Wilkinson, Jason T Blackard, Phillipe Lemey, Richard J Lessells, Darren P Martin, Tulio de Oliveira, Simani Gaseitsiwe, Sikhulile Moyo

Botswana, like the rest of the world, has been significantly impacted by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In December 2022, we detected a monophyletic cluster of genomes comprising a sublineage of the Omicron variant of concern (VOC) designated as B.1.1.529.5.3.1.1.1.1.1.1.74.1 (alias FN.1, clade 22E). These genomes were sourced from both epidemiologically linked and unlinked samples collected in three close locations within the district of Greater Gaborone. In this study, we assessed the worldwide prevalence of the FN.1 lineage, evaluated its mutational profile, and conducted a phylogeographic analysis to reveal its global dispersal dynamics. Among approximately 16 million publicly available SARS-CoV-2 sequences generated by 30 September 2023, only 87 were of the FN.1 lineage, including 22 from Botswana, 6 from South Africa, and 59 from the UK. The estimated time to the most recent common ancestor of the 87 FN.1 sequences was 22 October 2022 [95% highest posterior density: 2 September 2022-24 November 2022], with the earliest of the 22 Botswana sequences having been sampled on 7 December 2022. Discrete trait reconstruction of FN.1 identified Botswana as the most probable place of origin. The FN.1 lineage is derived from the BQ.1.1 lineage and carries two missense variants in the spike protein, S:K182E in NTD and S:T478R in RDB. Among the over 90 SARS-CoV-2 lineages circulating in Botswana between September 2020 and July 2023, FN.1 was most closely related to BQ.1.1.74 based on maximum likelihood phylogenetic inference, differing only by the S:K182E mutation found in FN.1. Given the early detection of numerous novel variants from Botswana and its neighbouring countries, our study underscores the necessity of continuous surveillance to monitor the emergence of potential VOCs, integrating molecular and spatial data to identify dissemination patterns enhancing preparedness efforts.

与世界其他地区一样,博茨瓦纳也受到了严重急性呼吸系统综合征冠状病毒2 (SARS-CoV-2)的严重影响。在2022年12月,我们检测到一个单系基因组簇,其中包含一个被命名为B.1.1.529.5.3.1.1.1.1.1.1.74.1(别名FN.1,进化支22E)的Omicron变体(VOC)亚系。这些基因组来源于在大哈博罗内区三个近距离地点收集的流行病学相关和非相关样本。在这项研究中,我们评估了FN.1谱系在世界范围内的流行程度,评估了其突变谱,并进行了系统地理学分析,以揭示其全球传播动态。在截至2023年9月30日产生的大约1600万个公开可获得的SARS-CoV-2序列中,只有87个属于FN.1谱系,其中22个来自博茨瓦纳,6个来自南非,59个来自英国。87个FN.1序列的最近共同祖先的估计时间为2022年10月22日[95%最高后验密度:2022年9月2日至2022年11月24日],22个博茨瓦纳序列中最早的采样时间为2022年12月7日。FN.1的离散特征重建确定博茨瓦纳是最可能的原产地。FN.1谱系源自BQ.1.1谱系,携带两个刺突蛋白错义变体,NTD中的S:K182E和RDB中的S:T478R。在2020年9月至2023年7月期间在博茨瓦纳流行的90多个SARS-CoV-2谱系中,基于最大似然系统发育推断,FN.1与BQ.1.1.74最密切相关,仅在FN.1中发现了S:K182E突变。鉴于博茨瓦纳及其邻国早期发现了许多新型变异,我们的研究强调了持续监测潜在挥发性有机化合物出现的必要性,并整合分子和空间数据以确定传播模式,从而加强防范工作。
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引用次数: 0
A critique of the use of species and below-species taxonomic terms for viruses-time for change? 对使用物种及物种以下的病毒分类术语的批评——是时候改变了?
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-22 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae096
Peter Simmonds

The International Committee for the Taxonomy of Viruses (ICTV) regulates assignment and names of virus species and higher taxa through its taxonomy proposal and ratification process. Despite using similar taxonomic ranks to those used elsewhere in biology, the ICTV has maintained the principle that species and other taxa are strictly categories with a formal nomenclature, whereas the viruses as objects are referenced through a parallel inventory of community-assigned virus names. This is strikingly different from common and scientific name synonyms for species used elsewhere in biology. The recent introduction of binomial names for virus species resembling biological scientific names has intensified this confusion in terms within the virology community and beyond. The ICTV taxonomy furthermore does not engage with or regulate classification below species and consequently lacks taxonomic terms or descriptions for important viral pathogens such as polioviruses, severe acute respiratory syndrome coronavirus type 2, HIV-1, and avian influenza as examples. The consequent reliance on community-adopted virus names, genotypes, and other categories often lacks clarity for clinical, biocontainment, and other regulatory purposes. This article proposes a revision of rules and procedures for species and below-species level classification. It recasts virus and virus species names as 'common' and 'scientific' names that are used in other biology nomenclature codes, each with expanded reference to both object and taxon. It further advocates the creation of a formal below-species taxonomic rank to define a new inventory of approved taxa and specified nomenclature below species. Adoption of the proposed changes will realign virus taxonomy with other biological nomenclatural codes and provide greater transparency and clarity in virology, medical, and regulatory fields.

国际病毒分类委员会(ICTV)通过其分类提案和批准程序来规范病毒种和高级分类群的分配和名称。尽管ICTV使用了与生物学其他领域相似的分类等级,但它坚持的原则是,物种和其他分类群是具有正式命名法的严格分类,而作为对象的病毒是通过一个平行的社区分配的病毒名称清单来参考的。这与生物学中其他地方使用的物种的普通和科学名称同义词明显不同。最近引入的类似于生物科学名称的病毒种的二项式名称加剧了病毒学界内外术语的这种混淆。此外,ICTV分类法不涉及或规范物种以下的分类,因此缺乏对重要的病毒性病原体的分类术语或描述,例如脊髓灰质炎病毒、严重急性呼吸综合征冠状病毒2型、艾滋病毒-1和禽流感。因此,对社区采用的病毒名称、基因型和其他类别的依赖往往缺乏临床、生物控制和其他监管目的的明确性。本文提出了一种及种以下级别分类规则和程序的修订。它将病毒和病毒物种名称重新命名为其他生物学命名代码中使用的“普通”和“科学”名称,每个名称都扩展了对对象和分类单元的引用。它进一步主张建立一个正式的低于物种的分类等级,以定义一个新的经批准的分类群清单和低于物种的指定命名法。采纳拟议的修改将使病毒分类法与其他生物命名代码重新协调,并在病毒学、医学和监管领域提供更大的透明度和清晰度。
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引用次数: 0
Mathematical comparison of protocols for adapting a bacteriophage to a new host. 噬菌体适应新宿主方案的数学比较。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-22 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae100
James J Bull, Stephen M Krone

Interest in phage therapy-the use of bacterial viruses to treat infections-has increased recently because of the rise of infections with antibiotic-resistant bacteria and the failure to develop new antibiotics to treat those infections. Phages have shown therapeutic promise in recent work, and successful treatment minimally requires giving the patient a phage that will grow on their infecting bacterium. Although nature offers a bountiful and diverse supply of phages, there have been a surprising number of patient infections that could not be treated with phages because no suitable phage was found to kill the patient's bacterium. Here, we develop computational models to analyze an alternative approach to obtaining phages with new host ranges-directed evolution via laboratory propagation of phages to select mutants that can grow on a new host. The models separately explore alternative directed evolution protocols for phage variants that overcome three types of bacterial blocks to phage growth: a block in adsorption, temperate phage immunity to superinfection, and abortive infection. Protocols assume serial transfer to amplify pre-existing, small-effect mutants that are initially rare. Best protocols are sensitive to the nature of the block, and the models provide several insights for enhancing success specific to each case. A common result is that low dilution rates between transfers are beneficial in reducing the mutant growth rate needed to ascend. Selection to overcome an adsorption block is insensitive to many protocol variations but benefits from long selection times between transfers. A temperate phage selected to grow on its lysogens can evolve in any of three phenotypes, but a common protocol favors the desired changes in all three. Abortive infection appears to be the least amenable to evolving phage growth because it is prone to select phages that avoid infection.

对噬菌体疗法(利用细菌病毒治疗感染)的兴趣最近有所增加,因为抗生素耐药细菌感染的增加以及开发治疗这些感染的新抗生素的失败。在最近的研究中,噬菌体显示出了治疗的希望,而成功的治疗只需要给病人一个能在感染细菌上生长的噬菌体。尽管自然界提供了丰富多样的噬菌体,但由于没有发现合适的噬菌体可以杀死患者的细菌,因此大量患者感染无法用噬菌体治疗。在这里,我们开发了计算模型来分析通过噬菌体的实验室繁殖来选择可以在新宿主上生长的突变体来获得具有新宿主范围定向进化的噬菌体的替代方法。这些模型分别探索了噬菌体变异的替代定向进化方案,这些方案克服了噬菌体生长的三种类型的细菌障碍:吸附障碍、对重复感染的温带噬菌体免疫和流产感染。协议假定连续转移来放大先前存在的、最初很罕见的小效应突变体。最佳协议对区块的性质敏感,并且模型提供了针对每种情况提高成功率的几种见解。一个常见的结果是,转移之间的低稀释率有利于降低上升所需的突变体生长速率。克服吸附块的选择对许多协议变化不敏感,但从传输之间的长选择时间中受益。选择在其溶原上生长的温带噬菌体可以进化为三种表型中的任何一种,但共同的方案有利于所有三种表型的所需变化。流产感染似乎是最不适合进化噬菌体生长的,因为它倾向于选择避免感染的噬菌体。
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引用次数: 0
Unraveling the genomic landscape of piscine myocarditis virus: mutation frequencies, viral diversity and evolutionary dynamics in Atlantic salmon. 揭示鱼类心肌炎病毒的基因组景观:大西洋鲑鱼的突变频率、病毒多样性和进化动力学。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-21 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae097
Racheal Amono, Turhan Markussen, Vikash K Singh, Morten Lund, Farah Manji, Sunil K Mor, Øystein Evensen, Aase B Mikalsen

Over a decade since its discovery, piscine myocarditis virus (PMCV) remains a significant pathogen in Atlantic salmon aquaculture. Despite this significant impact, the genomic landscape, evolutionary dynamics, and virulence factors of PMCV are poorly understood. This study enhances the existing PMCV sequence dataset by adding 34 genome sequences and 202 new ORF3 sequences from clinical cardiomyopathy syndrome (CMS) cases in Norwegian aquaculture. Phylogenetic analyses, also including sequences from the Faroe Islands and Ireland revealed that PMCV sequences are highly conserved with distinct clustering by country of origin. Still, single CMS outbreaks display multiple PMCV variants, and although some clustering was seen by case origin, occasional grouping of sequences from different cases was also apparent. Temporal data from selected cases indicated increased sequence diversity in the population. We hypothesize that multiple bottlenecks and changing infection dynamics in the host population, with transfer to naïve individuals over time, represent a continuous selection pressure on the virus populations. No clear relation was found between PMCV variants and the severity of heart pathology. However, specific non-synonymous and synonymous mutations that might impact protein function and gene expression efficiency were identified. An additional factor that may impact PMCV replication is the presence of defective viral genomes, a novel finding for viruses of the order Ghabrivirales. This study provides new insights into PMCV genomic characteristics and evolutionary dynamics, highlighting the complex interplay of genetic diversity, virulence markers, and host-pathogen interactions, underscoring the epidemiological complexity of the virus. Keywords: piscine myocarditis virus; evolutionary dynamics; diversity; phylogeny; genomic sequencing; defective viral genomes.

鱼类心肌炎病毒(PMCV)自发现以来的十多年来一直是大西洋鲑鱼养殖中的重要病原体。尽管有如此重大的影响,但对PMCV的基因组景观、进化动力学和毒力因素了解甚少。本研究通过增加来自挪威水产养殖临床心肌病综合征(CMS)病例的34个基因组序列和202个新的ORF3序列,增强了现有的PMCV序列数据集。系统发育分析,包括来自法罗群岛和爱尔兰的序列,显示PMCV序列高度保守,并根据原产国有明显的聚类。尽管如此,单个CMS暴发显示出多个PMCV变体,尽管根据病例起源可以看到一些聚类,但偶尔也会出现来自不同病例的序列分组。来自选定病例的时间数据表明,人群中序列多样性增加。我们假设,宿主种群中的多重瓶颈和不断变化的感染动态,随着时间的推移转移到naïve个体,代表了对病毒种群的持续选择压力。PMCV变异与心脏病理严重程度之间没有明确的关系。然而,特异性的非同义和同义突变可能会影响蛋白质功能和基因表达效率。可能影响PMCV复制的另一个因素是存在缺陷的病毒基因组,这是对Ghabrivirales目的病毒的新发现。这项研究为PMCV基因组特征和进化动力学提供了新的见解,突出了遗传多样性、毒力标记和宿主-病原体相互作用的复杂相互作用,强调了该病毒的流行病学复杂性。关键词:鱼类心肌炎病毒;演化动力学;多样性;发展史;基因组测序;缺陷病毒基因组。
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引用次数: 0
Evolution of a novel engineered tripartite viral genome of a torradovirus. 一种新型工程torradovirus三部分病毒基因组的进化。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-20 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae098
Massimo Turina, Luca Nerva, Marta Vallino, Niccolò Miotti, Marco Forgia, Marina Ciuffo, Bryce W Falk, Inmaculada Ferriol

Viruses in the Secoviridae include monopartite and bipartite genomes, suggesting the possibility to study members of this family to experimentally address evolutionary transitions resulting in multipartitism. Torradoviruses are bipartite members of the family Secoviridae characterized by a genus-specific 5' open reading frame, named P21, encoded by RNA2. Here, in a study originally intended to verify if P21 can function in trans, we attempted to provide P21 from a third P21-expressing construct under control of the 35S promoter and containing the 5'- and 3'-untranslated regions (UTRs) of wild-type (WT) RNA2. When this construct was combined with an RNA2 with a complete deletion of the P21 coding region we verified that the P21 provided in trans cannot immediately complement the mutant, but occasional systemic infections in a limited number of the inoculated plants display the presence of a tripartite virus with an actively replicating P21-expressing RNA3. Furthermore, in all the systemically infected plants investigated in six distinct experiments, this replicating RNA3 accumulates deletions in a small region inside the original 3'-UTR provided by the cDNA clone. Such tripartite virus, which we obtained through deconstructing the coding potential of the RNA2 in two distinct RNAs, can be transmitted mechanically and by whiteflies, is competent for virion formation, and its RNA3 is encapsidated. It can be mechanically transferred for 11 serial passages without losing its infectivity or showing major genomic rearrangements. Furthermore, mixing equal amounts of WT and tripartite virus inocula in the same leaf resulted in plants systemically infected only with the WT virus, showing that the tripartite virus has lower fitness than the WT. To our knowledge, this is the first example of an engineered tripartite viral genome becoming stable through artificial evolution in vivo, in plants. This tripartite system was also used to derive a stable viral vector to express green fluorescence protein (GFP) systemically in the context of viral infection.

secovirridae中的病毒包括单部分和双部分基因组,这表明研究该家族成员以实验方式解决导致多部分的进化转变的可能性。托拉多病毒是secovirridae家族的两部分成员,其特征是具有属特异性的5'开放阅读框P21,由RNA2编码。这里,在一项最初旨在验证P21是否可以在反式中起作用的研究中,我们试图提供来自第三个表达P21的构建体的P21,该构建体在35S启动子的控制下,包含野生型(WT) RNA2的5'-和3'-非翻译区(UTRs)。当该构建体与P21编码区完全缺失的RNA2结合时,我们证实了反式中提供的P21不能立即补充突变体,但在有限数量的接种植株中偶尔发生系统性感染,显示存在一种具有积极复制P21表达RNA3的三方病毒。此外,在6个不同的实验中,在所有被系统感染的植物中,这种复制的RNA3在cDNA克隆提供的原始3'-UTR内的一个小区域积累缺失。我们通过解构两种不同rna中RNA2的编码电位获得的这种三边病毒,可以机械地通过白蝇传播,能够形成病毒粒子,其RNA3被封装。它可以机械转移11个连续传代而不失去其传染性或显示主要的基因组重排。此外,在同一叶片中混合等量的WT和三方病毒接种剂,导致植物只被WT病毒感染,这表明三方病毒的适应度比WT低。据我们所知,这是第一个通过人工进化在植物体内稳定的工程化三方病毒基因组的例子。在病毒感染的情况下,这种三方系统也被用来获得稳定的病毒载体来系统地表达绿色荧光蛋白(GFP)。
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引用次数: 0
CovTransformer: A transformer model for SARS-CoV-2 lineage frequency forecasting. CovTransformer:用于SARS-CoV-2谱系频率预测的变压器模型。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-14 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae086
Yinan Feng, Emma E Goldberg, Michael Kupperman, Xitong Zhang, Youzuo Lin, Ruian Ke

With hundreds of SARS-CoV-2 lineages circulating in the global population, there is an ongoing need for predicting and forecasting lineage frequencies and thus identifying rapidly expanding lineages. Accurate prediction would allow for more focused experimental efforts to understand pathogenicity of future dominating lineages and characterize the extent of their immune escape. Here, we first show that the inherent noise and biases in lineage frequency data make a commonly-used regression-based approach unreliable. To address this weakness, we constructed a machine learning model for SARS-CoV-2 lineage frequency forecasting, called CovTransformer, based on the transformer architecture. We designed our model to navigate challenges such as a limited amount of data with high levels of noise and bias. We first trained and tested the model using data from the UK and the USA, and then tested the generalization ability of the model to many other countries and US states. Remarkably, the trained model makes accurate predictions two months into the future with high levels of accuracy both globally (in 31 countries with high levels of sequencing effort) and at the US-state level. Our model performed substantially better than a widely used forecasting tool, the multinomial regression model implemented in Nextstrain, demonstrating its utility in SARS-CoV-2 monitoring. Assuming a newly emerged lineage is identified and assigned, our test using retrospective data shows that our model is able to identify the dominating lineages 7 weeks in advance on average before they became dominant. Overall, our work demonstrates that transformer models represent a promising approach for SARS-CoV-2 forecasting and pandemic monitoring.

随着数百种SARS-CoV-2谱系在全球人群中传播,持续需要预测和预测谱系频率,从而识别迅速扩大的谱系。准确的预测将允许更集中的实验努力,以了解未来的主要谱系的致病性和表征其免疫逃逸的程度。在这里,我们首先证明了谱系频率数据中固有的噪声和偏差使得常用的基于回归的方法不可靠。为了解决这一弱点,我们基于变压器架构构建了一个用于SARS-CoV-2谱系频率预测的机器学习模型,称为CovTransformer。我们设计的模型是为了应对一些挑战,比如数据量有限,噪音和偏差程度高。我们首先使用英国和美国的数据对模型进行训练和测试,然后测试模型在其他许多国家和美国各州的泛化能力。值得注意的是,经过训练的模型在全球(在31个国家进行了高水平的测序工作)和美国州一级都能准确预测未来两个月的情况。我们的模型比Nextstrain中实施的多项回归模型这一广泛使用的预测工具表现得更好,证明了其在SARS-CoV-2监测中的实用性。假设一个新出现的谱系被识别和分配,我们使用回顾性数据的测试表明,我们的模型能够在它们成为主导谱系之前平均提前7周识别主导谱系。总体而言,我们的工作表明,变压器模型代表了一种有希望的SARS-CoV-2预测和大流行监测方法。
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引用次数: 0
Dimensionality reduction distills complex evolutionary relationships in seasonal influenza and SARS-CoV-2. 降维提取了季节性流感和SARS-CoV-2之间复杂的进化关系。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2024-11-14 eCollection Date: 2024-01-01 DOI: 10.1093/ve/veae087
Sravani Nanduri, Allison Black, Trevor Bedford, John Huddleston

Public health researchers and practitioners commonly infer phylogenies from viral genome sequences to understand transmission dynamics and identify clusters of genetically-related samples. However, viruses that reassort or recombine violate phylogenetic assumptions and require more sophisticated methods. Even when phylogenies are appropriate, they can be unnecessary or difficult to interpret without specialty knowledge. For example, pairwise distances between sequences can be enough to identify clusters of related samples or assign new samples to existing phylogenetic clusters. In this work, we tested whether dimensionality reduction methods could capture known genetic groups within two human pathogenic viruses that cause substantial human morbidity and mortality and frequently reassort or recombine, respectively: seasonal influenza A/H3N2 and SARS-CoV-2. We applied principal component analysis, multidimensional scaling (MDS), t-distributed stochastic neighbor embedding (t-SNE), and uniform manifold approximation and projection to sequences with well-defined phylogenetic clades and either reassortment (H3N2) or recombination (SARS-CoV-2). For each low-dimensional embedding of sequences, we calculated the correlation between pairwise genetic and Euclidean distances in the embedding and applied a hierarchical clustering method to identify clusters in the embedding. We measured the accuracy of clusters compared to previously defined phylogenetic clades, reassortment clusters, or recombinant lineages. We found that MDS embeddings accurately represented pairwise genetic distances including the intermediate placement of recombinant SARS-CoV-2 lineages between parental lineages. Clusters from t-SNE embeddings accurately recapitulated known phylogenetic clades, H3N2 reassortment groups, and SARS-CoV-2 recombinant lineages. We show that simple statistical methods without a biological model can accurately represent known genetic relationships for relevant human pathogenic viruses. Our open source implementation of these methods for analysis of viral genome sequences can be easily applied when phylogenetic methods are either unnecessary or inappropriate.

公共卫生研究人员和从业人员通常从病毒基因组序列推断系统发育,以了解传播动力学和识别遗传相关样本簇。然而,重组或重组的病毒违反了系统发育的假设,需要更复杂的方法。即使系统发育是适当的,如果没有专业知识,它们也可能是不必要的或难以解释的。例如,序列之间的成对距离足以识别相关样本的集群或将新样本分配给现有的系统发育集群。在这项工作中,我们测试了降维方法是否可以捕获两种分别导致大量人类发病率和死亡率并频繁重组或重组的人类致病性病毒中的已知遗传群:季节性流感A/H3N2和SARS-CoV-2。我们应用主成分分析、多维尺度(MDS)、t分布随机邻居嵌入(t-SNE)以及均匀流形逼近和投影方法,对具有明确的系统发育进化枝和重组(H3N2)或重组(SARS-CoV-2)的序列进行分析。对于序列的每一个低维嵌入,我们计算了嵌入中成对遗传距离和欧氏距离的相关性,并应用层次聚类方法来识别嵌入中的聚类。我们测量了与先前定义的系统发育枝、重组聚类或重组谱系相比的聚类准确性。我们发现MDS嵌入准确地代表了两两遗传距离,包括重组SARS-CoV-2谱系在亲本谱系之间的中间位置。来自t-SNE嵌入的聚类准确地概括了已知的系统发育分支、H3N2重组群和SARS-CoV-2重组谱系。我们表明,没有生物学模型的简单统计方法可以准确地表示相关人类致病病毒的已知遗传关系。当系统发育方法不必要或不合适时,我们的开源实现可以很容易地应用这些方法来分析病毒基因组序列。
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引用次数: 0
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Virus Evolution
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