However, in long-term weight loss dietary interventions, individuals with non-diabetes, overweight and obese, and rs12255372 risk genotype had greater decreases in glucose and insulin concentrations per unit reduction in BMI compared to the non-risk allele [27]. The gene discussed is INS; the disease is diabetes mellitus.