NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 CREATE Way, Singapore 138602, Singapore.
NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore.
J Hazard Mater. 2023 Mar 15;446:130690. doi: 10.1016/j.jhazmat.2022.130690. Epub 2022 Dec 28.
In this study, we report the implementation of a comprehensive wastewater surveillance testing program at a university campus in Singapore to identify Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infected individuals and the usage of pharmaceuticals and personal care products (PPCPs) as well as other emerging contaminants (ECs). This unique co-monitoring program simultaneously measured SARS-CoV-2 with chemical markers/contaminants as the COVID-19 situation evolved from pandemic to endemic stages, following a nationwide mass vaccination drive. SARS-CoV-2 RNA concentrations in wastewater from campus dormitories were measured using real-time reverse transcription-polymerase chain reaction (RT-qPCR) and corroborated with the number of symptomatic COVID-19 cases confirmed with the antigen rapid test (ART). Consistent results were observed where the concentrations of SARS-CoV-2 RNA detected in wastewater increased proportionately with the number of COVID-19 infected individuals residing on campus. Similarly, a wide range of ECs, including disinfectants and antibiotics, were detected through sensitive liquid chromatography with tandem mass spectrometry (LC-MS/MS) techniques to establish PPCPs consumption patterns during various stages of the COVID-19 pandemic in Singapore. Statistical correlation of SARS-CoV-2 RNA was observed with few ECs belonging to disinfectants, PCPs and antibiotics. A high concentration of disinfectants and subsequent positive correlation with the number of reported cases on the university campus indicates that disinfectants could serve as a chemical marker during such unprecedented times.
在这项研究中,我们报告了在新加坡大学校园内实施的一项全面废水监测测试计划,以确定感染严重急性呼吸综合征冠状病毒 2 (SARS-CoV-2)的个体,并检测药物和个人护理产品 (PPCPs) 以及其他新兴污染物 (ECs) 的使用情况。随着全国范围内大规模疫苗接种运动的开展,随着 COVID-19 从大流行阶段向地方病阶段的演变,这种独特的联合监测计划同时测量了 SARS-CoV-2 和化学标记物/污染物。使用实时逆转录聚合酶链反应 (RT-qPCR) 测量校园宿舍废水中的 SARS-CoV-2 RNA 浓度,并与使用抗原快速检测 (ART) 确认的有症状 COVID-19 病例数量相吻合。观察到一致的结果,即废水中检测到的 SARS-CoV-2 RNA 浓度与居住在校园内的 COVID-19 感染个体数量成正比增加。同样,通过灵敏的液相色谱串联质谱 (LC-MS/MS) 技术检测到广泛的 ECs,包括消毒剂和抗生素,以确定新加坡 COVID-19 大流行各个阶段的 PPCPs 消费模式。观察到 SARS-CoV-2 RNA 与属于消毒剂、个人护理产品和抗生素的少数 ECs 之间存在统计相关性。消毒剂的高浓度以及随后与大学校园报告病例数量的正相关表明,在这种前所未有的时期,消毒剂可以作为一种化学标记物。