The expression levels of other eight obesity-related genes (TMEM18, KCTD15, GNPDA2, SH2B1, FTO, LEP, PCSK1, and GPR120) in about half types of cancer tissues were higher/lower than those in the corresponding normal tissues. Here, GNPDA2 is linked to obesity due to melanocortin 4 receptor deficiency.