CRY2 expression was related to age, DBP expression was related to age, tumor type, smoking history, and RORA expression was related to TNM stage, obesity index, and tumor type in KIRP patients (p < 0.05, Supplementary Table S2). Here, CRY2 is linked to obesity due to melanocortin 4 receptor deficiency.