Our findings substantiate the pivotal influence of the HADH gene on variations in BMI and susceptibility to AP, as evidenced by PP4 values of 100.00%, 98.58%, 98.61%, and 98.61% for each dataset, respectively (Fig. S1). Here, HADH is linked to alkaline phosphatase measurement.