We are unable to perfectly classify a single sample directly, but we have further investigated the relationship between colorectal cancer patients with TRPS1 gene mutations and several key molecular subtypes of colon cancer, validating our findings through comprehensive multi-omics analysis. Here, TRPS1 is linked to malignant colon neoplasm.