In this study, we focused on the identification of CAF subtypes based on CAF-specific genes and highlighted the previously unexplored role of LHFPL6 in prognostic prediction and potential molecular mechanisms involved in CRC progression. This evidence concerns the gene LHFPL6 and colorectal carcinoma.