GMDR analysis revealed that there was a synergistic effect of variant–variant interactions between rs3918242 and rs3787268 in MMP‐9 gene, and the high‐risk interactive genotype was significantly associated with increased the HT risk after adjusting for the covariates. Here, MMP9 is linked to hematocrit.