Although the heterogeneity (I2) for rs1457538 is relatively high, the expression of PTPRO may contribute to the risk of obesity, implying a positive correlation between sweetness preference and obesity risk. The gene discussed is PTPRO; the disease is obesity due to melanocortin 4 receptor deficiency.