In another independent study, circulating total ceramides were inversely correlated with whole-body insulin sensitivity in subjects with obesity and insulin resistance (with and without MASLD/MASH) who were eligible for bariatric surgery (69). This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.