Our study successfully validated the significant association of C1R with IPF, which aligns with the findings that the complement-related module, inclusive of the chemoattractant SAA2, plays a central role in the IPF-specific network. This evidence concerns the gene C1R and idiopathic pulmonary fibrosis.