Additionally, those with college or above, ratio of family income to poverty >3.5, no hypertension, no diabetes, alcohol consumers and smokers showed a significant positive correlation between higher AGP and gallstone risk (p < 0.05). This evidence concerns the gene ATP5MK and gallstones.