Additionally, our diagnostic and prognostic models, constructed using machine learning, highlight the significant predictive value of ASCC3 in combination with various immune-related genes, including JAK1, NFKB1, SEMA5A, NR2C2, CNTF and CREB1, for rectal cancer prognosis. Here, JAK1 is linked to rectal cancer.