Collectively all the studies cited above have explored the individual activities of berberine, apple extract or citrus extract, and have shown that these natural products exhibited anti-obesity properties that involved multi-targets and pathways (ie reducing fat mass, improving insulin sensitivity, and increasing thermogenesis and energy expenditure and lipid breakdown). The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.