Importantly, ST-2 was 1 of the 2 biomarkers directly associated with BDG in an agnostic interrogation of both the ARF and COVID-19 cohort datasets using PGM (together with TNFR1). This evidence concerns the gene TNFRSF1A and COVID-19.