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Evidence for circulation of high-virulence HIV-1 subtype B variants in the United Kingdom. 高毒力HIV-1亚型B变异在英国流行的证据
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-20 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf048
Vinicius B Franceschi, Kieran O Drake, David F Bibby, Caroline A Sabin, David T Dunn, Jean L Mbisa, Erik M Volz

The evolution of HIV-1 virulence has significant implications for epidemic control. Recent phylogenomic analyses identified low-prevalence HIV-1 variants exhibiting significant differences in disease progression. We analysed 40 888 partial HIV-1 pol sequences from the UK HIV Drug Resistance Database (UKRDB) across subtypes B, C, A1, and CRF02AG. We identified phylotypes with putative differences in transmission/phylogenetic patterns and assessed their virulence trends using pretreatment viral loads, CD4 cell counts, and four statistical methods. We classified three subtype B phylotypes-PT.B.40.UK, PT.B.69.UK, and PT.B.133.UK -as variants of interest (VOIs) due to significantly higher viral loads and/or accelerated CD4 decline. PT.B.40.UK and PT.B.69.UK exhibited higher viral loads, 4.93 log10 copies/ml (95% CI: 4.73-5.13) and 4.87 (4.65-5.10), representing 0.30-0.36 log10 copies/ml higher than the reference group (4.57; 4.55-4.59). Despite uncertainties in baseline CD4 counts, all three VOIs reached the clinically relevant threshold of 350 CD4 cells/mm3 significantly faster than the reference group (3.5 years, 3.1-3.9 years): 2.3 years (1.0-5.1) for PT.B.40.UK, 2.0 years (10.8 months-4.4 years) for PT.B.69.UK, and 1.8 years (10.8 months-3.6 years) for PT.B.133.UK. These VOIs and their closest relatives have been circulating in the UK for decades with limited international spread and did not exhibit unusually rapid growth rates. Although these findings suggest a heritable high-virulence HIV-1 phenotype, we did not find evidence that convergent genetic polymorphisms or switches in coreceptor usage explained these differences. The small fraction of HIV-1 subtype B variants in the UK evolving towards higher virulence is unlikely to pose a public health concern, given the ongoing decline in new HIV diagnoses following the widespread adoption of pre-exposure prophylaxis and targeted prevention campaigns. However, this study-alongside the detection of the VB variant in the Netherlands-demonstrates that more virulent variants are not rare and can emerge independently in multiple countries. Consequently, HIV-1 genomic surveillance remains crucial to monitor HIV-1 virulence and mitigate its healthcare impact.

HIV-1毒力的进化对流行病控制具有重要意义。最近的系统基因组学分析发现,低流行率的HIV-1变异在疾病进展中表现出显著差异。我们分析了来自英国HIV耐药数据库(UKRDB)的40888个HIV-1部分pol序列,涉及B、C、A1和CRF02AG亚型。我们确定了在传播/系统发育模式上可能存在差异的种型,并使用预处理病毒载量、CD4细胞计数和四种统计方法评估了它们的毒力趋势。我们将其分为3个B亚型- ptb - 40。英国,PT.B.69。英国和加拿大。英国-由于病毒载量显著升高和/或CD4加速下降而引起的感兴趣变异(VOIs)。PT.B.40。英国和加拿大。英国表现出更高的病毒载量,分别为4.93 log10拷贝/ml (95% CI: 4.73-5.13)和4.87(4.65-5.10),比对照组(4.57;4.55 - -4.59)。尽管基线CD4计数存在不确定性,但所有三种voi患者达到350 CD4细胞/mm3的临床相关阈值明显快于参照组(3.5年,3.1-3.9年):PT.B.40组为2.3年(1.0-5.1年)。英国,ptb .69的2.0年(10.8个月-4.4年)。ptb .133.UK为1.8年(10.8个月-3.6年)。这些voi及其近亲在英国传播了几十年,国际传播有限,并没有表现出异常快速的增长速度。尽管这些发现表明HIV-1具有遗传性的高毒力表型,但我们没有发现趋同的遗传多态性或共受体使用的开关解释这些差异的证据。鉴于在广泛采用暴露前预防和有针对性的预防运动后,新的艾滋病毒诊断持续下降,英国HIV-1亚型B变体的一小部分向更高毒力演变不太可能构成公共卫生问题。然而,这项研究——以及在荷兰检测到的VB变异——表明,毒性更强的变异并不罕见,可以在多个国家独立出现。因此,HIV-1基因组监测对于监测HIV-1毒力和减轻其对医疗保健的影响仍然至关重要。
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引用次数: 0
Unravelling dengue serotype 3 transmission in Brazil: evidence for multiple introductions of the 3III_B.3.2 lineage. 揭示巴西登革热血清3型传播:3III_B.3.2世系多次引入的证据
IF 4 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-18 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf034
James Siqueira Pereira, Svetoslav Nanev Slavov, Isabela Carvalho Brcko, Gabriela Ribeiro, Vinicius Carius de Souza, Igor Santana Ribeiro, Iago Trezena T De Lima, Gleissy Adriane Lima Borges, Katia Cristina de Lima Furtado, Shirley Moreira da Silva Chagas, Patricia Miriam Sayuri Sato Barros da Costa, Talita Émile Ribeiro Adelino, Felipe C de Melo Iani, Luiz Carlos Junior Alcantara, Verity Hill, Nathan D Grubaugh, Sandra Coccuzzo Sampaio, Maria Carolina Elias, Marta Giovanetti, Alex Ranieri J Lima

Dengue, caused by dengue virus (DENV) 1-4, remains a global public health concern, with Brazil experiencing some of the largest epidemics. The re-emergence of DENV-3 in Brazil between 2023 and 2024 has raised concerns about new outbreaks due to the absence of sustained circulation of this serotype in recent years. This study investigates the dynamics of DENV-3 in Brazil, focusing on the spread of the 3III_B.3.2 lineage within genotype 3III and its introduction routes. We analysed 1536 DENV-3 genomes, including 11 newly generated in this study, all classified as genotype 3III, the dominant DENV-3 genotype in Brazil since 2001. Phylogenetic analysis identified the 3III_B.3.2 lineage in all recent Brazilian cases, with detections also reported in Central America, the USA, and Europe. At least six independent introduction events of this lineage into Brazil were identified, with the Caribbean region as the primary source. The earliest introduction likely occurred in late 2022 in Roraima, followed by introductions in São Paulo, Minas Gerais, and Pará. While one instance of interstate transmission was detected-from São Paulo to Minas Gerais-our findings indicate that external introductions, rather than domestic spread, were the primary drivers of DENV-3 circulation during this period. These results underscore the importance of continued genomic surveillance and coordinated public health strategies to monitor and mitigate future outbreaks.

由登革病毒(DENV) 1-4引起的登革热仍然是一个全球公共卫生问题,其中巴西正在经历一些最严重的流行病。由于近年来缺乏该血清型的持续传播,巴西在2023年至2024年期间再次出现DENV-3,这引起了人们对新疫情的担忧。本研究调查了DENV-3在巴西的动态,重点研究了3III_B.3.2谱系在3III基因型中的传播及其引入途径。我们分析了1536个DENV-3基因组,其中包括11个新生成的DENV-3基因组,所有基因组都被归类为基因型3III,这是2001年以来巴西DENV-3的主要基因型。系统发育分析在所有最近的巴西病例中确定了3III_B.3.2谱系,中美洲、美国和欧洲也报告了检测结果。该谱系至少有六次传入巴西的独立事件被确定,加勒比地区是主要来源。最早的引进可能发生在2022年底的罗赖马,其次是在圣保罗,米纳斯吉拉斯州和帕尔。虽然发现了从圣保罗到米纳斯吉拉斯州的一个州际传播实例,但我们的研究结果表明,在此期间,外部引入而不是国内传播是DENV-3传播的主要驱动因素。这些结果强调了继续进行基因组监测和协调公共卫生战略以监测和减轻未来疫情的重要性。
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引用次数: 0
The emergence of NY10: insights into the 2012 West Nile Virus outbreak in the United States. NY10的出现:洞察2012年西尼罗病毒在美国的爆发。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-14 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf037
Chad Fautt, Melanie R Boudreau, Amber C Mooney, Lee W Cohnstaedt, Amy R Hudson, John M Humphreys

West Nile Virus (WNV) remains a public health risk across North America due to its capacity for rapid adaptation and evolution. While research in the United States has focused on the WN02 and SW03 mutations, the NY10 genotype, first detected in 2010, has received comparatively little attention. We conducted a phylogenetic and phylodynamic investigation of NY10, revealing its rapid increase in detection frequency and effective population size in the early 2010s. Our analysis suggests that NY10 played an important role in the 2012 WNV outbreak, with an effective population size indicating higher diversity than other lineages during this period. Despite this, NY10 appears geographically restricted, with no detections west of Colorado, indicating that barriers in the southwestern United States may influence its spread. These findings highlight the complex interplay between viral evolution, geography, and the environmental factors that shape WNV epidemiology. The study emphasizes the potential of WNV to generate genotypes with epidemic potential and underscores the importance of integrating genetic data into surveillance and forecasting systems to better predict and manage future outbreaks. Understanding the drivers of WNV's genetic diversity will be crucial for developing more effective public health strategies as the virus continues to evolve.

西尼罗河病毒(WNV)由于其快速适应和进化的能力,仍然是整个北美的公共卫生风险。虽然美国的研究主要集中在WN02和SW03突变上,但2010年首次检测到的NY10基因型受到的关注相对较少。我们对NY10进行了系统发育和系统动力学调查,发现其检测频率和有效种群数量在2010年代初迅速增加。我们的分析表明,NY10在2012年西尼罗河病毒暴发中发挥了重要作用,其有效种群规模表明在此期间比其他谱系具有更高的多样性。尽管如此,NY10似乎在地理上受到限制,在科罗拉多州以西没有发现,这表明美国西南部的障碍可能影响其传播。这些发现强调了形成西尼罗河病毒流行病学的病毒进化、地理和环境因素之间复杂的相互作用。该研究强调了西尼罗河病毒产生具有流行潜力的基因型的潜力,并强调了将遗传数据纳入监测和预测系统以更好地预测和管理未来疫情的重要性。随着病毒的不断演变,了解西尼罗河病毒遗传多样性的驱动因素对于制定更有效的公共卫生战略至关重要。
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引用次数: 0
Transition of D3c branch and novel recombination events contribute to the diversity of Coxsackievirus A6 in Beijing, China, from 2019 to 2023. 2019 - 2023年中国北京地区柯萨奇病毒A6 D3c分支的转变和新的重组事件对病毒多样性的影响
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-11 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf036
Xuejie Zhang, Renqing Li, Roujian Lu, Changcheng Wu, Zhichao Liang, Zhongxian Zhang, Baoying Huang, Yang Yang, Zhenyong Qi, Daitao Zhang, Desheng Zhai, Quanyi Wang, Wenjie Tan

Coxsackievirus A6 (CVA6) is a major pathogen responsible for numerous outbreaks of hand, foot, and mouth disease (HFMD) worldwide. This study investigates the molecular evolution and recombination of CVA6 in Beijing, China. Full-length sequences of 54 CVA6 from Beijing (2019-2023) were obtained through metagenomic next-generation sequencing and Sanger sequencing. These sequences were compared with representative sequences from GenBank to analyse their phylogenetic characteristics, recombination diversity, and evolutionary dynamics. The 54 CVA6 strains co-circulated with those from multiple provinces in China, as well as from South Korea and Japan. Phylogenetic analysis revealed a novel D3c branch, with the VP1 T283A amino acid mutation identified as a key change in its formation. One sequence belonged to the D3a branch, while 53 sequences belonged to the D3c branch. Recombination analysis identified RF-A (46, 85.1%) and three novel recombinant forms (RFs): RF-Z (1, 1.9%), RF-AA (1, 1.9%), and RF-AB (6, 11.1%). Bayesian phylogenetic analysis estimated that the most recent common ancestor of D3c emerged in August 2013 (95% highest probability density (HPD): May 2012 to September 2014), with recombination events occurring in RF-Z (2017-2019), RF-AA (2019-2023), and RF-AB (2021-2023). In conclusion, we revealed a globally circulating CVA6 D3c branch and identified three novel RFs, providing valuable insights for the intervention and control of HFMD.

柯萨奇病毒A6 (CVA6)是造成世界范围内多次手足口病暴发的主要病原体。本研究在中国北京研究了CVA6的分子进化和重组。通过新一代宏基因组测序和Sanger测序,获得了北京产(2019-2023)54株CVA6的全长序列。将这些序列与GenBank中具有代表性的序列进行比较,分析其系统发育特征、重组多样性和进化动态。这54株CVA6病毒株与来自中国多个省份以及韩国和日本的病毒株共同传播。系统发育分析发现了一个新的D3c分支,VP1 T283A氨基酸突变被确定为其形成的关键变化。1个序列属于D3a分支,53个序列属于D3c分支。重组分析鉴定出RF-A(46.85.1%)和三个新的重组形式(rf): RF-Z(1.1.9%)、RF-AA(1.1.9%)和RF-AB(6.11.1%)。贝叶斯系统发育分析估计,D3c最近的共同祖先出现在2013年8月(95%最高概率密度(HPD): 2012年5月至2014年9月),重组事件发生在RF-Z(2017-2019)、RF-AA(2019-2023)和RF-AB(2021-2023)。总之,我们发现了一个全球循环的CVA6 D3c分支,并确定了三个新的rf,为手足口病的干预和控制提供了有价值的见解。
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引用次数: 0
Emergence and transmission dynamics of the FY.4 Omicron variant in Kenya. FY.4欧米克隆变异在肯尼亚的出现和传播动态。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-11 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf035
Sebastian Musundi, Mike Mwanga, Arnold Lambisia, John M Morobe, Nickson Murunga, Edidah Moraa, Leonard Ndwiga, Robinson Cheruiyot, Jennifer Musyoki, Martin Mutunga, Laura M Guzman-Rincon, Charles Sande, Joseph Mwangangi, Philip Bejon, Lynette Isabella Ochola-Oyier, David James Nokes, Charles N Agoti, Joyce Nyiro, George Githinji

The recombinant FY.4 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variant was first reported in Kenya in March 2023 and was the dominant circulating variant between April and July 2023. The variant was characterized by two important mutations: Y451H in the receptor-binding domain of the spike protein and P42L in open reading frame 3a. Using phylogenetics and phylodynamic approaches, we investigated the emergence and spread of FY.4 in Kenya and the rest of the world. Our findings suggest FY.4 circulated early in Kenya before its export to North America and Europe. Early circulation of FY.4 in Kenya was predominantly observed in the coastal part of the country, and the estimated time to the most recent common ancestor suggests FY.4 circulated as early as December 2022. The collected genomic and epidemiological data show that the FY.4 variant led to a large local outbreak in Kenya and resulted in localized outbreaks in Europe, North America, and Asia-Pacific. These findings underscore the importance of sustained genomic surveillance, especially in under-sampled regions, in deepening our understanding of the evolution and spread of SARS-CoV-2 variants.

重组FY.4严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)变体于2023年3月在肯尼亚首次报告,并在2023年4月至7月期间成为主要的流行变体。该变异的特征是两个重要突变:刺突蛋白受体结合域的Y451H和开放阅读框3a的P42L。利用系统发育学和系统动力学方法,我们调查了FY.4在肯尼亚和世界其他地区的出现和传播。我们的研究结果表明,FY.4在出口到北美和欧洲之前就已经在肯尼亚传播了。在肯尼亚,FY.4的早期传播主要发生在该国的沿海地区,对最近的共同祖先的估计时间表明,FY.4最早在2022年12月传播。收集到的基因组和流行病学数据表明,FY.4变异导致肯尼亚当地大规模暴发,并导致欧洲、北美和亚太地区的局部暴发。这些发现强调了持续的基因组监测的重要性,特别是在样本不足的地区,以加深我们对SARS-CoV-2变体的进化和传播的理解。
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引用次数: 0
Forecasting influenza A pandemic lineage dominance in the United States using relative reproduction rates. 利用相对繁殖率预测美国甲型流感大流行谱系优势。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-08 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf032
Michael A Zeller, Rong Zhang, Yvonne C F Su, Kimihitio Ito

The 2009 H1N1 pandemic (pdm09) lineage is a major component of the H1 influenza A virus (IAV) that causes seasonal outbreaks annually. Since its introduction in the 2009-10 season, this lineage has evolved into distinct, successive clades in humans. Predicting the fitness of influenza clades is essential to forecasting future prevalence, providing a critical opportunity to develop a response to mitigate infection. The relative fitness of pdm09 lineages was retrospectively inferred via relative reproduction rate (RRe) through RelRe, a programme that implements a renewal equation to estimate the relative difference in reproduction number between cocirculating clades. For this analysis, pdm09 lineage sequences from the USA, collected from 2017 to 2023 in both human and swine hosts, were downloaded from public databases. Clade designations were assigned using Nextclade. Human case count data were divided by each influenza season, and the RRe was estimated at 3-month intervals. The RRe was then used to forecast clade frequency 90 days into the future, and the predictions were compared to the historical data. The highest predicted frequency at 90 days corresponded to the most frequently detected lineage in 9 out of 13 predictions (69%). The pdm09 lineage plays an important role at the human-swine influenza interface. Bayesian inference using both human and swine data indicated unequal transmission rates of the pdm09 lineage, with 53-79 noted transmissions from human to swine and 0-2 in reverse using the available genetic data. Metadata analysis revealed that new clades of pdm09 in humans were typically detected in swine as early as ~8-20 months after clade emergence in humans. Understanding RRe and the fitness of contemporary IAV strains enables the identification of high-risk reverse-zoonotic strains and provides critical time for responding to emergent human clades.

2009年H1N1大流行(pdm09)谱系是每年引起季节性暴发的H1型甲型流感病毒(IAV)的主要组成部分。自2009-10赛季引入以来,这一谱系已经演变成人类中不同的、连续的分支。预测流感进化支的适应度对于预测未来的流行至关重要,这为制定缓解感染的对策提供了重要机会。pdm09世系的相对适合度通过RelRe程序通过相对繁殖率(RRe)进行回顾性推断,RelRe程序实现了一个更新方程来估计共循环进化枝之间繁殖数量的相对差异。为了进行这项分析,从公共数据库中下载了2017年至2023年在美国人类和猪宿主中收集的pdm09谱系序列。使用Nextclade分配支系名称。人类病例数数据按每个流感季节划分,RRe每隔3个月估计一次。然后使用RRe预测未来90天的进化支频率,并将预测结果与历史数据进行比较。在13个预测中,90天的最高预测频率对应于9个中最常检测到的谱系(69%)。pdm09谱系在人-猪流感界面中起重要作用。使用人类和猪数据的贝叶斯推断表明,pdm09谱系的传播率不相等,根据现有的遗传数据,从人到猪的传播率为53-79,而从猪到人的传播率为0-2。元数据分析显示,人类pdm09的新分支通常早在人类分支出现后8-20个月就在猪中检测到。了解当代IAV毒株的RRe和适应度,有助于识别高风险的反向人畜共患毒株,并为应对突发性人类进化支提供关键时间。
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引用次数: 0
Riboflavin transporter: evidence of a role as entry receptor for chimpanzee endogenous retrovirus. 核黄素转运蛋白:作为黑猩猩内源性逆转录病毒进入受体的证据。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-05-07 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf031
Loai AbuEed, Ariko Miyake, Nashon Wanjala, Didik Pramono, Dimas Abdillah, Masanori Imamura, Masayuki Shimojima, Joachim Denner, Junna Kawasaki, Kazuo Nishigaki

Endogenous retroviruses (ERVs) are remnants of ancestral viral infections in germ cells that constitute a substantial proportion of the mammalian genome and are assumed to provide molecular fossil records of ancient infections. Analysis of these sequences may reveal the mechanisms of virus-host co-evolution, viral endogenization, and extinction. Chimpanzee endogenous retrovirus 1 (CERV1), a gamma retrovirus, is estimated to have circulated within primates for ~10 million years, although it is now apparently extinct. In this study, we aimed to gain an understanding of how the extinct CERV1 was transmitted and endogenized. On the basis of the identification of CERV1 fossils in the primate genome and using the expression-cloning method with the human cDNA library, we found that riboflavin transporter human SLC52A2 served as a receptor for CERV1 entry. The ectopic expression of human and chimpanzee SLC52A2 and its related SLC52A1 in heterogenic cells confers susceptibility to infection by CERV1 and porcine endogenous retrovirus (PERV). Virus interference experiments have shown that CERV1 inhibits infection by PERV and vice versa. This finding indicates that CERV1 and PERV belong to the same virus interference group. CERV1 shows infection in a wide range of human and primate cells. Notably, CERV1 infection is observed in human cell lines that express human SLC52A2 abundantly but hardly express human SLC52A1. Although CERV1 has been established to be present at high copy numbers in the great apes (Pan troglodytes, Pan paniscus, and Gorilla gorilla) and 15 Old World monkey species of the Cercopithecinae and Colobinae subfamilies, it is absent in humans and orangutans. CERV1 gene expression is observed in primates, including chimpanzees, suggesting that CERV1 has co-evolved with its hosts. Our results suggest that ERVs may have conferred resistance to viral infections in a convergent evolutionary manner. These findings are significant not only for advancing the field of paleovirology but also in terms of gaining an understanding of the potential risks of viral infection with respect to xenotransplantation, such as that from pigs to humans.

内源性逆转录病毒(erv)是生殖细胞中祖先病毒感染的残留物,构成了哺乳动物基因组的很大一部分,并被认为提供了古代感染的分子化石记录。对这些序列的分析可能揭示病毒与宿主共同进化、病毒内源和灭绝的机制。黑猩猩内源性逆转录病毒1 (CERV1)是一种伽马逆转录病毒,据估计在灵长类动物中传播了约1000万年,尽管它现在显然已经灭绝。在这项研究中,我们旨在了解灭绝的CERV1是如何传播和内源性的。通过对灵长类动物基因组中CERV1化石的鉴定,利用人类cDNA文库的表达克隆方法,我们发现核黄素转运体human SLC52A2是CERV1进入的受体。人类和黑猩猩SLC52A2及其相关SLC52A1在异源细胞中的异位表达使其对CERV1和猪内源性逆转录病毒(PERV)的感染具有易感性。病毒干扰实验表明,CERV1能抑制PERV的感染,反之亦然。这一发现表明,CERV1和PERV属于同一病毒干扰组。CERV1在广泛的人类和灵长类细胞中显示感染。值得注意的是,在大量表达人SLC52A2但几乎不表达人SLC52A1的人细胞系中观察到CERV1感染。尽管CERV1基因在类人猿(Pan troglodytes, Pan paniscus和Gorilla Gorilla)和15种旧大陆猴(Cercopithecinae和Colobinae亚科)中存在高拷贝数,但在人类和猩猩中却不存在。在包括黑猩猩在内的灵长类动物中也观察到CERV1基因的表达,这表明CERV1与其宿主共同进化。我们的研究结果表明,erv可能以趋同进化的方式赋予了对病毒感染的抗性。这些发现不仅对推进古病毒学领域具有重要意义,而且对于了解异种移植(例如从猪到人的移植)中病毒感染的潜在风险也具有重要意义。
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引用次数: 0
Eco-evolutionary dynamics of temperate phages in periodic environments. 周期性环境中温带噬菌体的生态进化动力学。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-04-29 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf019
Tapan Goel, Stephen J Beckett, Joshua S Weitz

Bacteriophages (viruses that exclusively infect bacteria) exhibit a continuum of infection mechanisms, including lysis and lysogeny in interactions with bacterial hosts. Recent work has demonstrated the short-term advantages of lysogeny over lysis in conditions of low host availability. Hence, temperate phage which can switch between lytic and lysogenic strategies-both stochastically and responsively-are hypothesized to have an evolutionary advantage in a broad range of conditions. However, the long-term advantages of lysogeny are not well understood, particularly when environmental conditions vary over time. To examine generalized drivers of viral strategies over the short- and long-term, we explore the eco-evolutionary dynamics of temperate viruses in periodic environments with varying levels of host availability and viral mortality. We use a nonlinear system of ordinary differential equations to simulate periodically-forced dynamics that separate a 'within-growth' phase and a 'between-growth' phase, in which a (potentially unequal) fraction of virus particles and lysogens survive. Using this ecological model and invasion analysis, we show and quantify how conflicts can arise between strategies in the short term that may favour lysis and strategies in the long term that may favour lysogeny. In doing so, we identify a wide range of conditions in which temperate strategies can outperform obligately lytic or lysogenic strategies. Finally, we demonstrate that temperate strategies can mitigate against the potential local extinction of viruses in stochastically fluctuating environments, providing further evidence of the eco-evolutionary benefits of being temperate.

噬菌体(专门感染细菌的病毒)表现出连续的感染机制,包括与细菌宿主相互作用的裂解和溶原性。最近的研究表明,在低宿主可用性条件下,溶原性比裂解具有短期优势。因此,温带噬菌体可以在分解和溶原策略之间切换——无论是随机的还是响应性的——被假设在广泛的条件下具有进化优势。然而,溶原性的长期优势尚不清楚,特别是当环境条件随时间变化时。为了研究短期和长期病毒策略的一般驱动因素,我们探索了温带病毒在具有不同宿主可用性和病毒死亡率水平的周期性环境中的生态进化动力学。我们使用一个非线性常微分方程系统来模拟周期性强迫动力学,将“生长内”阶段和“生长间”阶段分开,其中(可能不相等的)病毒颗粒和溶原的一部分存活。利用这个生态模型和入侵分析,我们展示并量化了短期可能有利于溶解的策略和长期可能有利于溶解发生的策略之间的冲突。在这样做的过程中,我们确定了广泛的条件,在这些条件下,温带策略可以优于专性裂解或溶原性策略。最后,我们证明了温带策略可以减轻随机波动环境中病毒的潜在局部灭绝,进一步证明了温带的生态进化益处。
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引用次数: 0
Rapid response to fast viral evolution using AlphaFold 3-assisted topological deep learning. 使用AlphaFold 3辅助拓扑深度学习快速响应快速病毒进化。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-04-29 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf026
JunJie Wee, Guo-Wei Wei

The fast evolution of SARS-CoV-2 and other infectious viruses poses a grand challenge to the rapid response in terms of viral tracking, diagnostics, and design and manufacture of monoclonal antibodies (mAbs) and vaccines, which are both time-consuming and costly. This underscores the need for efficient computational approaches. Recent advancements, like topological deep learning (TDL), have introduced powerful tools for forecasting emerging dominant variants, yet they require deep mutational scanning (DMS) of viral surface proteins and associated three-dimensional (3D) protein-protein interaction (PPI) complex structures. We propose an AlphaFold 3 (AF3)-assisted multi-task topological Laplacian (MT-TopLap) strategy to address this need. MT-TopLap combines deep learning with TDA models, such as persistent Laplacians (PL) to extract detailed topological and geometric characteristics of PPIs, thereby enhancing the prediction of DMS and binding free energy (BFE) changes upon virus mutations. Validation with four experimental DMS datasets of SARS-CoV-2 spike receptor-binding domain (RBD) and the human angiotensin-converting enzyme-2 (ACE2) complexes indicates that our AF3-assisted MT-TopLap strategy maintains robust performance, with only an average 1.1% decrease in Pearson correlation coefficients (PCC) and an average 9.3% increase in root mean square errors (RMSE), compared with the use of experimental structures. Additionally, AF3-assisted MT-TopLap achieved a PCC of 0.81 when tested with a SARS-CoV-2 HK.3 variant DMS dataset, confirming its capability to accurately predict BFE changes and adapt to new experimental data, thereby showcasing its potential for rapid and effective response to fast viral evolution.

SARS-CoV-2和其他传染性病毒的快速进化对病毒追踪、诊断、单克隆抗体(mab)和疫苗的设计和制造等方面的快速反应提出了巨大挑战,这既耗时又昂贵。这强调了对高效计算方法的需求。最近的进展,如拓扑深度学习(TDL),已经引入了预测新出现的显性变异的强大工具,但它们需要对病毒表面蛋白质和相关的三维(3D)蛋白质-蛋白质相互作用(PPI)复杂结构进行深度突变扫描(DMS)。我们提出了一种AlphaFold 3 (AF3)辅助的多任务拓扑拉普拉斯(MT-TopLap)策略来解决这一需求。MT-TopLap将深度学习与持久性拉普拉斯(PL)等TDA模型相结合,提取PPIs的详细拓扑和几何特征,从而增强对病毒突变时DMS和结合自由能(BFE)变化的预测。对SARS-CoV-2刺突受体结合域(RBD)和人血管紧张素转换酶-2 (ACE2)复合物的4个实验DMS数据集的验证表明,我们的af3辅助MT-TopLap策略保持了稳健的性能,与使用实验结构相比,Pearson相关系数(PCC)仅平均降低1.1%,均方根误差(RMSE)平均增加9.3%。此外,在使用SARS-CoV-2 HK.3变体DMS数据集进行测试时,af3辅助的MT-TopLap的PCC达到了0.81,证实了其准确预测BFE变化并适应新实验数据的能力,从而展示了其快速有效应对病毒快速进化的潜力。
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引用次数: 0
Similarity-weighted entropy for quantifying genetic diversity in viral quasispecies. 相似加权熵量化病毒准种遗传多样性。
IF 5.5 2区 医学 Q1 VIROLOGY Pub Date : 2025-04-26 eCollection Date: 2025-01-01 DOI: 10.1093/ve/veaf029
Jian Wu

A viral quasispecies is a genetically diverse population of closely related viral variants that exist in a state of dynamic equilibrium. This diversity, driven by mutations, recombination, and selective pressures, enables viruses to adapt rapidly, affecting pathogenicity and treatment resistance. Quantifying the genetic diversity within viral quasispecies is therefore crucial for understanding viral evolution and for designing effective therapeutic strategies. Entropy is a commonly used metric to measure genetic diversity within such populations; however, traditional entropy calculations often neglect genetic similarities between sequences, which can result in overestimating true diversity. In this study, I compare several widely used diversity indices for quantifying viral quasispecies diversity and introduce a novel similarity-weighted entropy metric that incorporates sequence similarity into entropy calculations. This approach enables a more comprehensive representation of diversity in genetically cohesive viral populations. By applying both conventional and similarity-weighted entropy calculations to hypothetical sequence populations and real viroid and virus quasispecies, I demonstrate that similarity-weighted entropy provides a more comprehensive measure of genetic diversity while maintaining the simplicity of conventional entropy. These findings highlight the value of similarity-weighted entropy in characterizing viral quasispecies and its potential to improve our understanding of viral adaptation and resistance mechanisms.

病毒准种是由密切相关的病毒变体组成的具有遗传多样性的种群,它们处于动态平衡状态。这种由突变、重组和选择压力驱动的多样性使病毒能够迅速适应,影响致病性和治疗耐药性。因此,量化病毒准种内的遗传多样性对于理解病毒进化和设计有效的治疗策略至关重要。熵是衡量这类群体遗传多样性的常用指标;然而,传统的熵计算往往忽略了序列之间的遗传相似性,从而导致对真实多样性的高估。在这项研究中,我比较了几种广泛用于量化病毒准物种多样性的多样性指数,并引入了一种新的相似性加权熵度量,该度量将序列相似性纳入熵计算中。这种方法能够更全面地表示遗传内聚病毒种群的多样性。通过将常规和相似性加权熵计算应用于假设的序列种群和真实的类病毒和病毒准种,我证明了相似性加权熵在保持常规熵的简单性的同时提供了更全面的遗传多样性度量。这些发现突出了相似性加权熵在表征病毒准种方面的价值,以及它在提高我们对病毒适应和抗性机制的理解方面的潜力。
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引用次数: 0
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Virus Evolution
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