Highlights
• We identified key keratinocytes associated with impaired epidermal differentiation in DFU, including basal layer cells (BC-2) and diabetes-associated keratinocytes (DAK).
• We revealed the phenotypic changes and abnormal epidermal differentiation trajectory in DFU, characterized by an inactive state and insufficient differentiation motivation.
• We revealed the cellular changes in the microenvironment of DFU, which may regulate the behavior and fate of epidermal cells through cell-cell interactions.
• Critical cells (BC-2 and DAK), marker genes (TXNIP, IL1R2 and IFITM1) and TFs (IRF6 and EZH2) could serve as promising targets for the treatment of DFU.

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