PPARG and Cirrhosis: From 2 transcriptomics datasets representing stepwise carcinogenic process (cirrhosis, dysplasia and HCC), we observed that PPARG expression is unchanged between pre-neoplasic lesions and early HCC (Fig. S2D) [47, 48].