The MR analysis by IVW models and other analytic methods (MR Egger, simple median, weighted median, penalised weighted median) showed that MCP1 was not significantly associated with development risk of IPF (P > 0.05) (Table 2; Fig. 4). Here, CCL2 is linked to idiopathic interstitial pneumonia.