In summary, our research elucidates for the first time the crucial mechanism of 'communication' between alveolar macrophages and fibroblasts via the TNFSF12-TNFRSF12A pathway, emphasizing its central role in pulmonary fibrosis in severe COVID-19 patients. Here, TNFRSF12A is linked to pulmonary fibrosis.