Research has demonstrated that among the Han Kazakh group with AF, the positive expression rate of PD-1/PD-L1 on CD4+ T lymphocytes and dendritic cells in the AF cohort is lower than that observed in the control group, indicating a significant difference between the 2 ethnic groups. This evidence concerns the gene CD274 and atrial fibrillation.