Finally, this research employs scRNA-seq technology to identify a PF4+ macrophage subset and provide insights into its potential role in promoting renal fibrosis after PS-MPs plus HFD exposure, in accordance with a previous study linking PF4+ macrophages to renal fibrosis [47]. This evidence concerns the gene PF4 and renal fibrosis.