Mendoza Grijalva Lorelay, Brown Blake, Cauble Amanda, Tarpeh William A
Department of Civil and Environmental Engineering, Stanford University, Stanford, California 94305, United States.
Central Contra Costa Sanitary District, Martinez, California 94553, United States.
ACS ES T Water. 2022 Apr 19;2(11):2125-2133. doi: 10.1021/acsestwater.2c00061. eCollection 2022 Nov 11.
Wastewater-based epidemiology (WBE) has been widely deployed during the COVID-19 pandemic, but with limited evaluation of the utility of discrete sampling for large sewersheds and low COVID-19 incidence. In this study, SARS-CoV-2 RNA was measured in 72 consecutive hourly influent grab samples collected at a wastewater treatment plant serving nearly 500 000 residents when incidence was low (approximately 20 cases per 100 000). We characterized diurnal variability and relationships between SARS-CoV-2 RNA detection and physicochemical covariates [flow rate, total ammonia nitrogen (TAN), and total solids (TS)]. The highest detection rate observed was 82% during the first peak flow, which occurred in the early afternoon (14:00). Higher detection rates were also observed when sampling above median TAN concentrations (71%; < 0.01; median = 40.26 mg of NH/L). SARS-CoV-2 RNA concentrations were weakly correlated with flow rate (Kendall's τ = 0.16; < 0.01), TAN (τ = 0.19; < 0.05), and TS (τ = 0.18; < 0.01), suggesting generally low RNA sewer discharges as expected at low incidence. Our results elucidated sensible adjustments to maximize detection rates, including using multiple gene targets, collecting duplicate samples, and sampling during higher flow and TAN discharges. Optimizing the lower-incidence bounds of WBE can help assess its suitability for verifying COVID-19 reemergence or eradication.
在新冠疫情期间,基于废水的流行病学(WBE)已得到广泛应用,但对于大型排水区域和新冠发病率较低情况下离散采样的效用评估有限。在本研究中,当发病率较低(每10万人中约20例)时,对一家服务近50万居民的污水处理厂连续采集的72个每小时进水抓取样本中的严重急性呼吸综合征冠状病毒2(SARS-CoV-2)RNA进行了测量。我们对SARS-CoV-2 RNA检测与物理化学协变量[流速、总氨氮(TAN)和总固体(TS)]之间的日变化及关系进行了表征。观察到的最高检测率为82%,出现在下午早些时候(14:00)的第一个流量峰值期间。当在TAN浓度中位数以上进行采样时,也观察到了更高的检测率(71%;<0.01;中位数 = 40.26毫克NH/L)。SARS-CoV-2 RNA浓度与流速(肯德尔τ系数 = 0.16;<0.01)、TAN(τ = 0.19;<0.05)和TS(τ = 0.18;<0.