Additional data from liver biopsies from patients affected by NAFLD undergoing bariatric surgery, showed parallel increases in gene expression of PPAR-γ and SREBP-1c which plays a key role in liver lipogenesis, in relation to markers of whole body insulin resistance [44]. This evidence concerns the gene PPARG and Insulin resistance.