Eight hub ARGs (TIMP1, P3H1, SPP1, HAMP, IFI30, ADAM8, ITGAX, and APOC1) upregulated in CRC were identified through WGCNA and LASSO analyses. This evidence concerns the gene SPP1 and colorectal carcinoma.