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利用液滴数字 PCR 和纳米孔测序的协调工作流程对污水中的 SARS-CoV-2 变体进行长期监测。

Long-term monitoring of SARS-CoV-2 variants in wastewater using a coordinated workflow of droplet digital PCR and nanopore sequencing.

机构信息

Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States.

Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States.

出版信息

Water Res. 2024 May 1;254:121338. doi: 10.1016/j.watres.2024.121338. Epub 2024 Feb 18.

Abstract

Quantitative polymerase chain reaction (PCR) and genome sequencing are important methods for wastewater surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The reverse transcription-droplet digital PCR (RT-ddPCR) is a highly sensitive method for quantifying SARS-CoV-2 RNA in wastewater samples to track the trends of viral activity levels but cannot identify new variants. It also takes time to develop new PCR-based assays targeting variants of interest. Whole genome sequencing (WGS) can be used to monitor known and new SARS-CoV-2 variants, but it is generally not quantitative. Several short-read sequencing techniques can be expensive and might experience delayed turnaround times when outsourced due to inadequate in-house resources. Recently, a portable nanopore sequencing system offers an affordable and real-time method for sequencing SARS-CoV-2 variants in wastewater. This technology has the potential to enable swift response to disease outbreaks without relying on clinical sequencing results. In addressing concerns related to rapid turnaround time and accurate variant analysis, both RT-ddPCR and nanopore sequencing methods were employed to monitor the emergence of SARS-CoV-2 variants in wastewater. This surveillance was conducted at 23 sewer maintenance hole sites and five wastewater treatment plants in Michigan from 2020 to 2022. In 2020, the wastewater samples were dominated by the parental variants (20A, 20C and 20 G), followed by 20I (Alpha, B.1.1.7) in early 2021 and the Delta variant of concern (VOC) in late 2021. For the year 2022, Omicron variants dominated. Nanopore sequencing has the potential to validate suspected variant cases that were initially undetermined by RT-ddPCR assays. The concordance rate between nanopore sequencing and RT-ddPCR assays in identifying SARS-CoV-2 variants to the clade-level was 76.9%. Notably, instances of disagreement between the two methods were most prominent in the identification of the parental and Omicron variants. We also showed that sequencing wastewater samples with SARS-CoV-2 N gene concentrations of >10 GC/100 ml as measured by RT-ddPCR improve genome recovery and coverage depth using MinION device. RT-ddPCR was better at detecting key spike protein mutations A67V, del69-70, K417N, L452R, N501Y, N679K, and R408S (p-value <0.05) as compared to nanopore sequencing. It is suggested that RT-ddPCR and nanopore sequencing should be coordinated in wastewater surveillance where RT-ddPCR can be used as a preliminary quantification method and nanopore sequencing as the confirmatory method for the detection of variants or identification of new variants. The RT-ddPCR and nanopore sequencing methods reported here can be adopted as a reliable in-house analysis of SARS-CoV-2 in wastewater for rapid community level surveillance and public health response.

摘要

定量聚合酶链反应(PCR)和基因组测序是监测严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)废水的重要方法。逆转录-液滴数字 PCR(RT-ddPCR)是一种高度敏感的方法,可用于定量废水中的 SARS-CoV-2 RNA,以跟踪病毒活动水平的趋势,但无法识别新变体。开发针对新变体的新基于 PCR 的检测方法也需要时间。全基因组测序(WGS)可用于监测已知和新的 SARS-CoV-2 变体,但通常不是定量的。几种短读测序技术可能很昂贵,并且由于内部资源不足,外包时可能会延迟周转时间。最近,一种便携式纳米孔测序系统为监测废水中的 SARS-CoV-2 变体提供了一种经济实惠且实时的方法。这项技术有可能在不依赖临床测序结果的情况下,快速应对疾病爆发。为了解决快速周转时间和准确的变体分析相关的问题,RT-ddPCR 和纳米孔测序方法都被用于监测 2020 年至 2022 年期间密歇根州 23 个污水检修孔和 5 个污水处理厂中 SARS-CoV-2 变体的出现。2020 年,废水中的样本主要是亲代变体(20A、20C 和 20G),2021 年初出现 20I(Alpha,B.1.1.7),2021 年末出现 Delta 变体(VOC)。2022 年,Omicron 变体占主导地位。纳米孔测序有可能验证 RT-ddPCR 检测最初未确定的疑似变体病例。纳米孔测序和 RT-ddPCR 检测在鉴定 SARS-CoV-2 变体到进化枝水平上的一致性率为 76.9%。值得注意的是,两种方法在鉴定亲代和 Omicron 变体方面的分歧最为明显。我们还表明,使用 RT-ddPCR 测量 SARS-CoV-2 N 基因浓度>10 GC/100ml 的废水样本进行测序,可以使用 MinION 设备提高基因组回收率和覆盖深度。与纳米孔测序相比,RT-ddPCR 更能检测到关键的刺突蛋白突变 A67V、del69-70、K417N、L452R、N501Y、N679K 和 R408S(p 值<0.05)。建议在废水监测中协调使用 RT-ddPCR 和纳米孔测序,其中 RT-ddPCR 可用作初步定量方法,纳米孔测序可用作检测变体或鉴定新变体的确认方法。本文报道的 RT-ddPCR 和纳米孔测序方法可作为废水中 SARS-CoV-2 的可靠内部分析方法,用于快速社区水平监测和公共卫生应对。

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