Furthermore, TRAF7 emerged as a high-risk gene across multiple cancer types, specifically in ACC, KIRC, LGG, LUAD, PAAD, and SKCM (HR > 1, P < 0.05, Fig. 4, Table 2). This evidence concerns the gene TRAF7 and adrenal cortex carcinoma.