Additionally, our analysis did not establish a significant reverse causal relationship between IPF and CXCL10 (beta = 5.694, P = 0.070), indicating the need for further studies to explore these potential links (Supplementary Table 6). The gene discussed is CXCL10; the disease is idiopathic pulmonary fibrosis.