Through this comprehensive analysis, we endeavored to unveil the nuanced role played by ART1 in driving cancer progression and shaping the TIME, thereby furnishing invaluable insights for the prospective exploration of ART1 as a promising target for tumor immunotherapy and prognostic biomarker development. This evidence concerns the gene ART1 and cancer.