Thus, CITE-seq provided the necessary single-cell resolution to demonstrate a gene signature consistent with that observed in other organs, such as the lung, gut and skin24, and demonstrated that the elevated CD69+PD1+ T cell population observed in patients with AF is consistent with a TRM cell phenotype with high effector cytotoxic function. This evidence concerns the gene CD69 and atrial fibrillation.