HIF1A and keloid: Our analysis identified HIF1α as a central hub gene in the regulatory network, which is consistent with previous findings by Kang et al. [10], who also highlighted HIF1α′s role in regulating collagen production in keloids; however, there is no significant difference in the validation dataset, and it can be used as a comprehensive predictor of keloid fibroblasts.