INS and obesity due to melanocortin 4 receptor deficiency: In a study conducted on non-diabetic adult subjects with obesity, plasma β-carotene concentrations were positively associated with insulin sensitivity, as assessed by HOMA-IR, whereas such associations were not detected with lycopene and lutein/zeaxanthin58.