Non-targeted metabolomics reveals metabolic signatures associated withvirulence.

Abstract

() is a major pathogen causing antibiotic-associated diarrhea and pseudomembranous colitis, withinfection (CDI) showing a global upward trend. Significant differences exist in clinical manifestations and pathogenic potential among strains of varying virulence, yet their underlying metabolic basis and molecular mechanisms remain poorly understood. Systematic investigation of metabolic characteristics across strains with differing virulence levels is crucial for elucidating pathogenic mechanisms and identifying potential metabolic targets. Fourstrains with varying virulence gradients () were selected. Liquid chromatography-mass spectrometry (LC-MS)-based non-targeted metabolomics was employed, combined with principal component analysis (PCA), Partial Least Squares Discriminant Analysis (PLS-DA), and pathway enrichment analysis to compare metabolic differences among strains. A total of 3,255 metabolites were identified (1,735 in positive ion mode and 1,520 in negative ion mode). Multivariate statistical models revealed significant metabolic profile separation among the four strains. The highly virulent strain () exhibited significantly enhanced activation in lipid metabolism, bile acid metabolism, nicotinic acid/nicotinamide energy metabolism, and branched-chain amino acid fermentation pathways compared to the low-virulence strain (). Analysis of virulence gradient-related metabolites identified 13 differentially expressed metabolites with potential biological significance, including upregulated isomangiferin, ginsenoside ro, glycocholic acid, lactic acid, isovalerate, and downregulated inosine, n-acetylmuramate, n-acetylglucosamine, cholesterol. These metabolites were primarily enriched in pathways involving bile acid synthesis, pyruvate metabolism, amino sugar and nucleotide sugar metabolism, and sterol biosynthesis. This study systematically characterized the metabolomic profiles ofstrains of different ST types, revealing that their enhanced virulence is closely associated with the reprograming of energy metabolism, membrane lipid structural remodeling, and bile acid metabolism. Metabolic differences suggest that highly virulent strains may enhance fermentation and lipid synthesis pathways to gain stronger survival and infection capabilities. The 13 candidate metabolites identified hold promise as potential biomarkers for distinguishing strain virulence levels, providing new theoretical basis for subsequent targeted metabolic regulation and anti-therapies.