Notably, this study revealed no evidence of an association between the PNPLA3 allele and BMI or insulin resistance, indicating a specific association between PNPLA3 and hepatic TG content distinct from obesity or diabetes61. This evidence concerns the gene PNPLA3 and obesity due to melanocortin 4 receptor deficiency.