In another study of patients undergoing bariatric surgery, transcriptional differences were found between individuals whose diabetes remitted after surgery and those who did not; genes such as STK4 (also written as STK4 or SKT4), SIRT1, and members of the tumor necrosis factor (TNF) family were among the predictors of remission. Here, TNF is linked to diabetes mellitus.