PNPLA3 and Insulin resistance: Next, transcriptomic analysis in obese individuals showed that insulin resistance, carriage of p.I148M and female sex independently correlated with higher PNPLA3 expression, suggesting the mechanism amplifying the phenotype in women may be related to more abundant p.I148M accumulation.