In contrast, inflamed phenotypes showed upregulation of BRINP1, a gene associated with immune cell differentiation and PD-L1 regulation in tumor cells, suggesting its role in fostering robust anti-tumor immune responses [30, 31]. Here, CD274 is linked to neoplasm.