SENAI CIMATEC, SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), University Center SENAI/CIMATEC, Salvador, 41650-010, Brazil.
SENAI CIMATEC, Manufacturing and Technology Integrated Campus, University Center SENAI CIMATEC, Salvador, 41650-010, Brazil.
Sci Rep. 2023 Sep 14;13(1):15238. doi: 10.1038/s41598-023-41060-1.
Wastewater-based epidemiology (WBE) becomes an interesting epidemiological approach to monitoring the prevalence of SARS-CoV-2 broadly and non-invasively. Herein, we employ for the first time WBE, associated or not with the PEG 8000 precipitation method, for the detection of SARS-CoV-2 in samples of raw or treated wastewater from 22 municipal wastewater treatment stations (WWTPs) located in Salvador, the fourth most populous city in Brazil. Our results demonstrate the success of the application of WBE for detecting SARS-CoV-2 in both types of evaluated samples, regardless of the usage of PEG 8000 concentration procedure. Further, an increase in SARS-CoV-2 positivity rate was observed in samples collected in months that presented the highest number of confirmed COVID-19 cases (May/2021, June/2021 and January/2022). While PEG 8000 concentration step was found to significantly increase the positivity rate in treated wastewater samples (p < 0.005), a strong positive correlation (r: 0.84; p < 0.002) between non-concentrated raw wastewater samples with the number of new cases of COVID-19 (April/2021-February/2022) was observed. In general, the present results reinforce the efficiency of WBE approach to monitoring the presence of SARS-CoV-2 in either low- or high-capacity WWTPs. The successful usage of WBE even in raw wastewater samples makes it an interesting low-cost tool for epidemiological surveillance.
基于污水的流行病学(WBE)成为一种监测 SARS-CoV-2 广泛且非侵入性流行的有趣流行病学方法。在此,我们首次采用 WBE 方法,结合或不结合 PEG 8000 沉淀方法,检测来自巴西人口第四大城市萨尔瓦多的 22 个城市污水处理厂(WWTP)的未经处理或处理后的污水样本中的 SARS-CoV-2。我们的结果表明,无论是否使用 PEG 8000 浓度程序,WBE 都能成功地应用于检测两种类型的样本中的 SARS-CoV-2。此外,在收集到 COVID-19 确诊病例数量最高的月份(2021 年 5 月、6 月和 2022 年 1 月)的样本中,观察到 SARS-CoV-2 阳性率增加。虽然 PEG 8000 浓缩步骤发现可显著提高处理后污水样本的阳性率(p<0.005),但未经浓缩的原污水样本与 COVID-19 新病例数量之间存在很强的正相关关系(r:0.84;p<0.002)(2021 年 4 月至 2022 年 2 月)。总体而言,目前的结果加强了 WBE 方法监测低容量或高容量 WWTP 中 SARS-CoV-2 存在的效率。即使在原污水样本中成功使用 WBE,也使其成为一种具有成本效益的流行病学监测工具。