Some cross-sectional studies have shown that AT oxygenation was positively associated with insulin sensitivity in individuals with obesity [43, 46], whereas others found an inverse association between AT oxygenation and insulin sensitivity in men and women, independent of adiposity [49]. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.