The IVW approach showed 8 circulating inflammatory proteins (CCL11, CXCL6, CXCL9, CCL8, CCL7, NRTN, STAMPB, and TGFa) had disadvantageous effects on IPF. This evidence concerns the gene CCL11 and idiopathic pulmonary fibrosis.