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An integrative approach incorporating UPLC-Q-TOF-MS and network pharmacology was employed in this research to discover hidden Q-markers characteristic of DSS, thereby establishing a theoretical foundation for future quality control. A potential underestimation of the clinical impact of hypokalemia exists in Chinese dialysis patients, and the extent to which serum albumin contributes to this impact requires further investigation. In a nationwide multicenter study of Chinese dialysis patients, the researchers aimed to understand the relationship between seru