The AUC of sFlt-1/PlGF ratio was 0.66 (95% CI 0.56–0.76) for the prediction of severe COVID-19, and 0.72 (95% CI 0.63–0.79) for the prediction of adverse outcome. This evidence concerns the gene PGF and COVID-19.