Department of Environmental Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; Water Science and Technology for Sustainable Environmental Research Group, Chulalongkorn University, Bangkok 10330, Thailand.
Department of Environmental Engineering, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok 10140, Thailand.
Sci Total Environ. 2023 Feb 20;860:160317. doi: 10.1016/j.scitotenv.2022.160317. Epub 2022 Nov 25.
Wastewater-based epidemiology (WBE) complements the clinical surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants' distribution in populations. Many developed nations have established national and regional WBE systems; however, governance and budget constraints could be obstacles for low- and middle-income countries. An urgent need thus exists to identify hotspots to serve as sentinel sites for WBE. We hypothesized that representative wastewater treatment plants (WWTPs) in two international gateway cities, Bangkok and Phuket, Thailand, could be sentineled for SARS-CoV-2 and its variants to reflect the clinical distribution patterns at city level and serve as early indicators of new variants entering the country. Municipal wastewater samples (n = 132) were collected from eight representative municipal WWTPs in Bangkok and Phuket during 19 sampling events from October 2021 to March 2022, which were tested by reverse transcription-quantitative polymerase chain reaction (RT-qPCR) using the US CDC N1 and N2 multiplex and variant (Alpha, Delta, and Omicron BA.1 and BA.2) singleplex assays. The variant detection ratios from Bangkok and Phuket followed similar trends to the national clinical testing data, and each variant's viral loads agreed with the daily new cases (3-d moving average). Omicron BA.1 was detected in Phuket wastewater prior to Bangkok, possibly due to Phuket's WWTPs serving tourist communities. We found that the Omicron BA.1 and BA.2 viral loads predominantly drove the SARS-CoV-2 resurgence. We also noted a shifting pattern in the Bangkok WBE from a 22-d early warning in early 2021 to a near real-time pattern in late 2021. The potential application of tourist hotspots for WBE to indicate the arrival of new variants and re-emerging or unprecedented infectious agents could support tourism-dependent economies by complementing the reduced clinical regulations while maintaining public health protection via wastewater surveillance.
污水流行病学(WBE)补充了对严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)及其变体在人群中分布的临床监测。许多发达国家已经建立了国家和地区的 WBE 系统;然而,治理和预算限制可能是中低收入国家的障碍。因此,迫切需要确定热点地区作为 WBE 的哨点。我们假设,泰国曼谷和普吉岛这两个国际门户城市的代表性污水处理厂(WWTP)可以作为 SARS-CoV-2 及其变体的哨点,反映城市层面的临床分布模式,并作为新变体进入该国的早期指标。在 2021 年 10 月至 2022 年 3 月的 19 次采样事件中,从曼谷和普吉岛的 8 个代表性市政 WWTP 中采集了 132 份城市污水样本,使用美国疾病控制与预防中心的 N1 和 N2 多重和变体(Alpha、Delta 和 Omicron BA.1 和 BA.2)单重测定法通过逆转录定量聚合酶链反应(RT-qPCR)进行测试。曼谷和普吉岛的变异体检测比例与全国临床检测数据呈相似趋势,且每种变体的病毒载量与每日新增病例(3 天移动平均值)一致。在曼谷之前,普吉岛的污水中就检测到了 Omicron BA.1,这可能是由于普吉岛的 WWTP 为旅游社区服务。我们发现,Omicron BA.1 和 BA.2 的病毒载量主要推动了 SARS-CoV-2 的死灰复燃。我们还注意到,2021 年初,曼谷的 WBE 预警时间从 22 天缩短至接近实时,2021 年末预警时间再次缩短。利用旅游热点地区进行 WBE,以指示新变体的到来以及重新出现或前所未有的传染病的潜在应用,可以通过污水监测来补充减少的临床监测,从而为依赖旅游业的经济体提供支持,同时保护公共卫生。