ACSS3 and neoplasm: Comparative analysis of TIL-generating (TIL<sup>+</sup>) versus non-generating (TIL<sup>-</sup>) tumors revealed that <i>IL7R</i>expression, structured perivascular immune clustering, and tumor-intrinsic metabolic programs such as <i>ACSS3</i> were associated with successful TIL expansion.