Further analysis revealed that the scores of HSPA1A + Fio, ARGE + Fio, and MMP3+Fio subgroups within fibroblasts were higher than other subgroups, indicating that these may be key subgroups for the effect of AF-related genes on GC (Figures 5H, I). The gene discussed is MMP3; the disease is atrial fibrillation.