Eight hub ARGs (TIMP1, P3H1, SPP1, HAMP, IFI30, ADAM8, ITGAX, and APOC1) upregulated in CRC were identified through WGCNA and LASSO analyses. Here, P3H1 is linked to colorectal carcinoma.