Assessment of Rapid and Conventional RT-qPCR-Based Systems for Wastewater Surveillance

Mohsen Asadi, Daniel Hamilton, Corwyn Shomachuk, Femi F. Oloye, Chantel De Lange, Jiaqi Liang, Pu Xia, Charles A. Osunla, Jenna Cantin, Edgard M. Mejia, Branden S. J. Gregorchuk, Michael G. Becker, Chand Mangat, Markus Brinkmann, Paul D. Jones, John P. Giesy, Kerry N. McPhedran
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Abstract

Conventional wastewater surveillance (WS) relies on highly trained personnel, advanced instrumentation, and significant resources, making the development and use of simple, rapid, and sensitive alternative technologies valuable for reducing costs, time, and labor intensity. For the first time, this study investigated the use of two well-developed rapid systems, including the GeneXpert and LuminUltra, in parallel with a conventional WS reference methodology for the assessment of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in three cities: Saskatoon, Prince Albert, and North Battleford, Saskatchewan, Canada. RNA extractions from wastewater samples were carried out for the conventional reference and LuminUltra methods, while GeneXpert was used for both raw and concentrated wastewater samples. Bland–Altman plots showed a combination of systematic bias and random error between these real-time reverse transcription-quantitative polymerase chain reaction (RT-qPCR)-based systems. Additionally, results indicated the reasonable performance of GeneXpert in viral detection with a sensitivity rate of >98%, as compared to the conventional reference methodology of 100% and LuminUltra with >65%. A Spearman correlation test showed meaningful relationships between the GeneXpert and conventional reference methodology viral level results across all cities, indicating GeneXpert’s reliability for accurate viral detection and disease prevalence determination, specifically in limited-resource communities, with a shorter processing time and cost-effectiveness in analysis.

Abstract Image

基于 RT-qPCR 的快速和传统废水监测系统评估
传统的废水监测(WS)依赖于训练有素的人员、先进的仪器和大量的资源,因此开发和使用简单、快速、灵敏的替代技术对于降低成本、减少时间和劳动强度非常重要。本研究首次调查了在三个城市使用两种成熟的快速系统(包括 GeneXpert 和 LuminUltra)与传统的 WS 参考方法并行评估严重急性呼吸系统综合症冠状病毒 2(SARS-CoV-2)的情况:加拿大萨斯喀彻温省的萨斯卡通、阿尔伯特王子和北巴特尔福德。传统参考方法和 LuminUltra 方法从废水样本中提取 RNA,而 GeneXpert 则用于原始和浓缩废水样本。Bland-Altman 图显示,这些基于实时反转录定量聚合酶链反应 (RT-qPCR) 的系统之间存在系统偏差和随机误差。此外,结果表明 GeneXpert 在病毒检测方面表现出色,灵敏度高达 98%,而传统参考方法的灵敏度为 100%,LuminUltra 的灵敏度为 65%。斯皮尔曼相关性测试显示,在所有城市中,GeneXpert 和传统参考方法的病毒水平结果之间都存在有意义的关系,这表明 GeneXpert 在准确检测病毒和确定疾病流行率方面非常可靠,尤其是在资源有限的社区,而且处理时间更短,分析成本效益更高。
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