Lifetime Changes in Gut Microbiota and Metabolite Composition in High-Fat Diet-Induced Obesity in Apolipoprotein A-IV Gene Knockout Mice. The gene discussed is APOA4; the disease is obesity due to melanocortin 4 receptor deficiency.