Here, we provide the first single-cell transcriptomic atlas of GECs exposed to DN risk factors (high glucose and TNF-α), revealing that ferroptosis activation is a hallmark of the earliest dysfunctional endothelial subpopulation (group 7). This evidence concerns the gene TNF and liver dysplastic nodule.