TNF and COVID-19: GWAS-based pathway enrichment analysis revealed that 19 biological pathways, including cytokine-cytokine receptor interaction, influenza A, and TNF signaling, were significantly associated with hospitalization in COVID-19 patients (Additional file 2: Table S6 and Additional file 3: Fig. S10).