T cells emerge as double-edged swords in the associations between vascular outcomes and CKD, with Tang depletion being associated with poor vascular functionality and subclinical atherosclerosis, whereas CD4+CD28null were related to calcification. Here, CD4 is linked to atherosclerosis.