Finally, we identified two previously reported genes (SIGLEC5, SIGLEC14) and two novel genes (EZH1, MRPS23), proving that TWAS is a supplemental strategy for studying periodontitis’ etiology. The gene discussed is MRPS23; the disease is periodontitis.