In this study we isolated the effects of three cyclophilin family members by comparing a long-term diabetes-linked mouse model of NAFLD/NASH [42] across three mouse lines in which either CypA, CypB, or CypD had been globally deleted from all tissues from conception (KO). This evidence concerns the gene PPIF and metabolic dysfunction-associated steatohepatitis.