TNFSF12 and COVID-19: Based on the bioinformatics analysis presented above, we propose that alveolar macrophages communicate with fibroblasts via the TNFSF12-TNFRSF12A signaling pathway, thus promoting pulmonary fibrosis in severe COVID-19 patients.