Our hypothesis-driven approach revealed that higher COVID-19 disease severity was associated with an increased number of interactions between IL6 and other multi-omics layers, therefore suggesting that our approach may discriminate between COVID-19 and other respiratory disorders. The gene discussed is IL6; the disease is COVID-19.