This may be due to traditional radiomics focusing on analyzing the entire tumor or peritumoral area as a whole (41), whereas habitat analysis emphasizes subregions with different metabolic characteristics, providing a better explanation for Tim-3’s impact on the tumor TME (27). This evidence concerns the gene HAVCR2 and neoplasm.