PPARG and idiopathic pulmonary fibrosis: Caporarello et al. reported that restoring PPAR-γ co-activator 1-alpha levels in IPF fibroblasts improved mitochondrial biogenesis and function and NAD biosynthesis, and also influenced the fate of lipogenic fibroblasts through the induction of PPAR-γ transcription [93].