A pan-subpopulation analysis of the correlation between AKAP1 expression and the OXPHOS activity score in the scRNA-seq dataset of AF patients showed that AKAP1 was significantly associated with mitochondrial metabolism in most atrial subpopulations (Fig. 2I). The gene discussed is AKAP1; the disease is atrial fibrillation.