Even if such associations have been inconsistent across different studies (39–44), there is evidence in our work in the Global Lipids Genetics Consortium (45) that there are associations of variation in PPARG with lipid fractions, presumably due to high correlations between insulin resistance and dyslipidemia. Here, PPARG is linked to Insulin resistance.