Lanifibranor, saroglitazar, bezafibrate, and pemafibrate can contribute as immediate anti-NASH therapeutics or be lead compounds of PPAR selective agonists or pan agonists for various metabolic diseases. Here, PPARA is linked to metabolic disease.