CD27 and periodontitis: We also plan to recruit multicenter, prospective clinical cohorts from diverse regions and populations for high‐quality transcriptomic sequencing, conduct external validation and parameter optimization of our model, and leverage larger GWAS datasets with stronger instruments to bolster MR reliability and fully characterize CD27’s expression and functional dynamics at different stages of periodontitis.