This study identified and validated a reproducible five-gene panel—DLG5, CD177, SH2D1B, NQO2, and KRT73—derived from whole-blood RNA, with strong diagnostic relevance for colorectal cancer (CRC). Here, SH2D1B is linked to colorectal cancer.