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In assessing the complex interconnection of gut metabolites with renal and cerebrovascular endothelial dysfunction, proximal tubule dysfunction, and podocyte injury, a study found that metabolites belonging to the retinoic acid signaling and nitrogen metabolic pathways could differentiate normoalbuminuria (P1) from microalbuminuria (P2) and macroalbuminuria (P3) patients