Department of Civil & Environmental Engineering, School of Engineering and Doerr School of Sustainability, Stanford University, Stanford, CA, USA.
Verily Life Sciences, South San Francisco, CA, USA.
Lancet Microbe. 2023 May;4(5):e340-e348. doi: 10.1016/S2666-5247(22)00386-X. Epub 2023 Mar 22.
Respiratory disease is a major cause of morbidity and mortality; however, surveillance for circulating respiratory viruses is passive and biased. Wastewater-based epidemiology has been used to understand SARS-CoV-2, influenza A, and respiratory syncytial virus (RSV) infection rates at a community level but has not been used to investigate other respiratory viruses. We aimed to use wastewater-based epidemiology to understand community viral respiratory infection occurrence.
A retrospective wastewater-based epidemiology surveillance study was carried out at a large wastewater treatment plant located in California, USA. Using droplet digital RT-PCR, we measured RNA concentrations of influenza A and influenza B viruses, RSV A and RSV B, parainfluenza (1-4) viruses, rhinovirus, seasonal coronaviruses, and metapneumovirus in wastewater solids three times per week for 17 months (216 samples) between Feb 1, 2021, and June 21, 2022. Novel probe-based RT-PCR assays for non-influenza viral targets were developed and validated. We compared viral RNA concentrations to positivity rates for viral infections from clinical specimens submitted to California Sentinel Clinical Laboratories (sentinel laboratories) to assess concordance between the two datasets.
We detected RNA from all tested viruses in wastewater solids. Human rhinovirus (median concentration 4300 [0-9500] copies per gram dry weight) and seasonal human coronaviruses (35 000 [17 000-56 000]) were found at the highest concentrations. Concentrations of viral RNA correlated significantly and positively with positivity rates of associated viral diseases from sentinel laboratories (tau 0·32-0·57, p<0·0009); the only exceptions were influenza B and RSV A, which were rarely detected in wastewater solids. Measurements from wastewater indicated coronavirus OC43 dominated the seasonal human coronavirus infections whereas parainfluenza 3 dominated among parainfluenza infections during the study period. Concentrations of all tested viral RNA decreased noticeably after the omicron BA.1 surge suggesting a connection between changes in human behaviour during the surge and transmission of all respiratory viruses.
Wastewater-based epidemiology can be used to obtain information on circulation of respiratory viruses at a localised, community level without the need to test many individuals because a single sample of wastewater represents the entire contributing community. Results from wastewater can be available within 24 h of sample collection, generating real time information to inform public health responses, clinical decision making, and individual behaviour modifications.
CDC Foundation.
呼吸道疾病是发病率和死亡率的主要原因;然而,循环呼吸道病毒的监测是被动的且存在偏差。基于污水的流行病学已被用于了解社区层面的 SARS-CoV-2、甲型流感和呼吸道合胞病毒 (RSV) 的感染率,但尚未用于调查其他呼吸道病毒。我们旨在使用基于污水的流行病学来了解社区病毒性呼吸道感染的发生情况。
在美国加利福尼亚州的一个大型污水处理厂进行了一项回顾性基于污水的流行病学监测研究。使用液滴数字 RT-PCR,我们每周三次测量废水固体中的甲型流感和乙型流感病毒、呼吸道合胞病毒 A 和 B、副流感 (1-4) 病毒、鼻病毒、季节性冠状病毒和肺炎支原体的 RNA 浓度,时间为 2021 年 2 月 1 日至 2022 年 6 月 21 日的 17 个月(216 个样本)。针对非流感病毒靶标开发并验证了新型基于探针的 RT-PCR 检测方法。我们将病毒 RNA 浓度与加利福尼亚哨兵临床实验室 (哨兵实验室) 提交的临床标本的病毒感染阳性率进行比较,以评估两个数据集之间的一致性。
我们在废水固体中检测到所有测试病毒的 RNA。人鼻病毒(中位数浓度 4300 [0-9500] 拷贝/克干重)和季节性人类冠状病毒(35000 [17000-56000])的浓度最高。病毒 RNA 浓度与来自哨兵实验室的相关病毒疾病的阳性率呈显著正相关(tau 0·32-0·57,p<0·0009);唯一的例外是乙型流感和呼吸道合胞病毒 A,它们在废水固体中很少被检测到。来自污水的测量结果表明,在研究期间,OC43 型冠状病毒在季节性人类冠状病毒感染中占主导地位,而副流感 3 型在副流感感染中占主导地位。在 omicron BA.1 激增后,所有测试病毒 RNA 的浓度明显下降,这表明在激增期间人类行为的变化与所有呼吸道病毒的传播之间存在联系。
基于污水的流行病学可用于在局部社区层面获取有关呼吸道病毒传播的信息,而无需对许多个体进行检测,因为单个污水样本代表整个贡献社区。水样采集后 24 小时内即可获得结果,实时提供信息,以指导公共卫生应对、临床决策和个体行为改变。
疾病预防控制中心基金会。