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废水测序揭示德克萨斯州多种致癌病毒的持续传播及流行率上升

Wastewater Sequencing Reveals Persistent Circulation and Rising Prevalence of Several Oncogenic Viruses Across Texas.

作者信息

Prakash Harihara, Perez Ryan K, Ross Matt, Tisza Michael, Cregeen Sara J Javornik, Deegan Jennifer, Petrosino Joseph F, Boerwinkle Eric, Clark Justin R, Maresso Anthony W

出版信息

medRxiv. 2025 Sep 18:2025.09.17.25335998. doi: 10.1101/2025.09.17.25335998.

Abstract

BACKGROUND

Oncogenic viruses cause high-risk cancers in humans and are responsible for nearly 20% of all cancer cases worldwide. Currently, very limited data exists in the realm of wastewater-based viral epidemiology (WBE) of cancer-causing viruses, with existing studies using targeted approaches (i.e PCR-based approaches) which lack scalability. Our study aims to carry out WBE with hybrid-capture probes to detect and track multiple oncogenic viruses simultaneously in wastewater across Texas, USA, overcoming the drawbacks associated with targeted approaches.

METHODS

Here, we used a hybrid-capture approach to detect, filter and sequence oncogenic virus signals from wastewater samples collected over a duration of three years, from May 2022 to May 2025. Once viral reads were sequenced, we utilized established computational tools to characterize reads into their respective virus of origin. Next, viral abundances of each characterized oncogenic virus were tracked over time and read coverage across their genomes was measured using read mapping techniques.

FINDINGS

We detected six known oncogenic viruses, along with three suspected oncogenic viruses across all sampling locations within Texas. Over three years, viral abundance gradually increased, with distinct peaks and dips over the summer and winter months. The prevalence of high-risk viruses such as HPV and EBV rose sharply, with increases in abundance observed post-2024. We also obtained nearly 100% genome coverage with viral reads captured using a hybrid-capture technique for almost all oncogenic viruses and their types.].

INTERPRETATIONS

Our study shows that a hybrid-capture method can efficiently overcome the challenges faced with using targeted approaches for WBE. Using this method, we get broader read coverage, coupled with concurrent and consistent real-time tracking dynamics of multiple oncogenic viruses. Our findings also emphasize the persistent circulation and rising prevalence of high-risk cancer-causing viruses, underscoring the need for sustained public health interventions to protect communities and assess viral prevalence in high-risk populations.

FUNDING

This work was supported by S.B. 1780, 87th Legislature, 2021 Reg. Sess. (Texas 2021), the Baylor College of Medicine and the Alkek Foundation Seed Funds.

RESEARCH IN CONTEXT

Cancer-causing viruses are of major clinical significance, responsible for nearly 20% of all recorded cancer incidences in humans worldwide. With some of these viruses causing high-risk cancers such as cervical cancer, there is a need for improved detection, tracking and control of oncogenic viruses across the globe. During the SARS-CoV-2 pandemic, wastewater-based viral epidemiology (WBE) rose to the forefront of virus tracking, utilizing non-invasive methods to detect and monitor the prevalence of medically relevant viruses of concern. Today, WBE has been utilized to accelerate the surveillance of numerous viruses such as SARS-CoV-2, mpox, influenza and more.To reinforce our prior knowledge on current trends in WBE of oncogenic viruses, we searched for research articles in PubMed and Google Scholar containing keywords "wastewater" and "oncogenic viruses" or "tumor viruses". Further, to look specifically at oncogenic viruses of clinical concern, we searched for studies containing the keywords "wastewater" along with each of the 9 oncogenic viruses-Human papillomavirus, Hepatitis B virus, Hepatitis C virus, BK virus, Epstein-Barr virus, Merkel cell polyomavirus, Human polyomavirus, Kaposi Sarcoma-associated virus and Human T-cell lymphotropic virus type 1.On assessment of the search results, we found that specific oncogenic viruses had been detected in the wastewater of numerous countries including Egypt, Uruguay, Canada, Catalonia, Italy, India and Australia. These studies primarily focused on using PCR-based techniques to sequence and obtain viral read sequences from wastewater, measuring viral RNA concentrations in the process. While most of these studies focused on sole detection of oncogenic viruses, some included the analysis of prevalence of viral load over time. However, we found no other studies showcasing concurrent tracking dynamics of multiple oncogenic viruses in the United States over a span of three years. Considering the medical significance of oncogenic viruses, we set out to utilize Texas Wastewater and Environmental Biomonitoring's (TexWEB's) hybrid-capture approach to detect and track these viruses in wastewater. Current WBE approaches utilize PCR-based techniques, which have drawbacks such as limited specificity to a single target. Our study highlights the value in using a hybrid-capture method to bring forth a greatly improved WBE approach, providing near real-time tracking of all oncogenic viruses. To our knowledge, our work is the first comprehensive WBE approach which uses a sequencing-based method to detect all known oncogenic viruses concurrently. Here, we present the tracking of viral abundances over the course of three years for all viruses, analyzing seasonal variations in the process. Further, we also showcase the ability to identify genomic regions on viral reference genomes from which sequenced reads originate. This information can be an invaluable tool towards understanding the dynamics of the prevalence of cancer-causing viruses in the general population, their relationship to cancer incidences in humans, and their mechanisms of viral evolution. Our study highlights the advantages of using a hybrid-capture approach for WBE of oncogenic viruses. This approach can be used to detect a complete panel of multiple selected viruses and provides viral abundance and prevalence information, overcoming the drawback of high specificity to single targets that come with PCR-based approaches. We also highlight the scope of this approach in tracking and monitoring multiple relevant oncogenic viruses concurrently at regular sampling intervals. Data generated using this technique can be used by public health departments to identify viruses of immediate concern, set up pandemic preparedness and intervention programs, as well as promote vaccination drives while spreading general public health awareness among communities.

摘要

背景

致癌病毒可引发人类的高危癌症,全球近20%的癌症病例与之相关。目前,基于废水的致癌病毒流行病学(WBE)领域的数据非常有限,现有研究采用靶向方法(即基于PCR的方法),缺乏可扩展性。我们的研究旨在采用杂交捕获探针进行WBE,以同时检测和追踪美国得克萨斯州废水中的多种致癌病毒,克服靶向方法的缺点。

方法

在此,我们采用杂交捕获方法,对2022年5月至2025年5月这三年期间收集的废水样本中的致癌病毒信号进行检测、筛选和测序。一旦对病毒读数进行了测序,我们就利用既定的计算工具将读数归类到其各自的起源病毒。接下来,对每种已鉴定的致癌病毒的丰度随时间进行追踪,并使用读数映射技术测量其基因组的读数覆盖范围。

研究结果

我们在得克萨斯州的所有采样点检测到六种已知的致癌病毒以及三种疑似致癌病毒。在三年时间里,病毒丰度逐渐增加,在夏季和冬季月份出现明显的峰值和低谷。高危病毒如人乳头瘤病毒(HPV)和爱泼斯坦-巴尔病毒(EBV)的流行率急剧上升,在2024年后丰度增加。我们还使用杂交捕获技术对几乎所有致癌病毒及其类型捕获的病毒读数获得了近100%的基因组覆盖。

解读

我们的研究表明,杂交捕获方法可以有效克服使用靶向方法进行WBE所面临的挑战。使用这种方法,我们获得了更广泛的读数覆盖,同时对多种致癌病毒进行一致的实时追踪动态。我们的研究结果还强调了高危致癌病毒的持续传播和流行率上升,突出了持续进行公共卫生干预以保护社区并评估高危人群中病毒流行率的必要性。

资金支持

这项工作得到了2021年第87届德克萨斯州议会常会的S.B. 1780法案、贝勒医学院和阿尔凯克基金会种子基金的支持。

研究背景

致癌病毒具有重大临床意义,在全球人类所有记录的癌症发病率中占近20%。由于其中一些病毒会引发宫颈癌等高风险癌症,因此需要在全球范围内改进对致癌病毒的检测、追踪和控制。在严重急性呼吸综合征冠状病毒2(SARS-CoV-2)大流行期间,基于废水的病毒流行病学(WBE)成为病毒追踪的前沿方法,利用非侵入性方法检测和监测相关医学病毒的流行情况。如今,WBE已被用于加速对多种病毒的监测,如SARS-CoV-2、猴痘病毒、流感病毒等。为了加强我们对致癌病毒WBE当前趋势的现有认识,我们在PubMed和谷歌学术搜索中查找了包含关键词“废水”和“致癌病毒”或“肿瘤病毒”的研究文章。此外,为了具体研究临床上关注的致癌病毒,我们查找了包含关键词“废水”以及9种致癌病毒——人乳头瘤病毒、乙型肝炎病毒、丙型肝炎病毒、BK病毒、爱泼斯坦-巴尔病毒、默克尔细胞多瘤病毒、人多瘤病毒、卡波西肉瘤相关病毒和1型人类嗜T细胞病毒——中每种病毒的研究。在评估搜索结果时,我们发现多个国家(包括埃及、乌拉圭、加拿大加泰罗尼亚、意大利、印度和澳大利亚)的废水中检测到了特定的致癌病毒。这些研究主要集中在使用基于PCR的技术对废水进行测序并获得病毒读数序列,在此过程中测量病毒RNA浓度。虽然这些研究大多侧重于致癌病毒的单独检测,但有些研究包括了对病毒载量随时间流行情况的分析。然而,我们没有发现其他研究展示在美国三年内对多种致癌病毒的同步追踪动态。考虑到致癌病毒的医学意义,我们着手利用得克萨斯州废水与环境生物监测(TexWEB)的杂交捕获方法来检测和追踪废水中的这些病毒。当前的WBE方法利用基于PCR的技术,这些技术存在诸如对单一目标特异性有限等缺点。我们的研究强调了使用杂交捕获方法带来大大改进的WBE方法的价值,提供对所有致癌病毒的近实时追踪。据我们所知,我们的工作是第一种全面的WBE方法,它使用基于测序的方法同时检测所有已知的致癌病毒。在此,我们展示了三年来所有病毒的病毒丰度追踪情况,分析了这个过程中的季节性变化。此外,我们还展示了从测序读数确定病毒参考基因组上测序读数起源的基因组区域的能力。这些信息对于理解致癌病毒在普通人群中的流行动态、它们与人类癌症发病率的关系以及它们的病毒进化机制可能是一个非常有价值的工具。我们的研究突出了使用杂交捕获方法进行致癌病毒WBE的优势。这种方法可用于检测完整的多种选定病毒组,并提供病毒丰度和流行信息,克服了基于PCR的方法对单一目标特异性高的缺点。我们还强调了这种方法在以定期采样间隔同时追踪和监测多种相关致癌病毒方面的范围。使用这种技术生成的数据可被公共卫生部门用于识别当前关注的病毒、制定大流行防范和干预计划,以及在社区中传播一般公共卫生意识的同时推动疫苗接种运动。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b77c/12458486/c3fcfd974d72/nihpp-2025.09.17.25335998v1-f0001.jpg

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