Meanwhile, the decrease of PPARα is also found in various diseases including MAFLD, diabetes, Alzheimer’s disease, and cardiovascular disease (6–9), emphasizing the key role of PPARα in human diseases. The gene discussed is PPARA; the disease is early-onset autosomal dominant Alzheimer disease.