New model can predict Covid using wastewater
- News Medical
Cetaqua and the BIOCOM-UPC research group develop a mathematical model to predict SARS-CoV-2 incidence in Catalonia using wastewater-based epidemiology.
Wastewater-based epidemiology has proven a useful tool for epidemiological monitoring during the COVID-19 pandemic. However, few quantitative models comparing virus concentrations in wastewater samples and cumulative incidence have been established.
In this context, academic and research organizations have published a paper in which they used a mathematical model to study the relationship between SARS-CoV-2 concentration in wastewater and the cumulative incidence for full infection waves during the pandemic. Under the title "Assessing wastewater-based epidemiology for the prediction of SARS-CoV-2 incidence in Catalonia", the work was featured in the COVID-19 collection of Scientific Reports, a scientific journal published by Nature.
Establishing a numerical relationship makes it possible to know the number of infected people in a defined area by analyzing a sample of drainage water. Thus, the mathematical model developed allows to relate virus concentration at the influent of wastewater treatment plants with the cumulative incidence reported at hospitals in the corresponding area during an infection wave. The model was then used for short-term forecasting during infection waves and compared to a local linear model.
Both scenarios were tested using a dataset composed of samples from 32 wastewater treatment plants and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) incidence data covering the corresponding geographical areas during a 7-month period, including two infection waves.