Bromhidrosis is characterized as a chronic condition related to malodor from the skin. The underlying etiology is from bacterial decompositions of glandular secretion products. However, specific pathways and metabolites for the disease are yet to be investigated. Here, twenty-eight metabolites, including fifteen major sweat constituents and thirteen compounds emitted from malodor-producing skin bacteria, were subjected to the metabometric analysis using Metaboanalyst. Different pathways in the butanoate metabolism revealed that acetolactate synthase (ALS) in skin Staphylococcus epidermidis (S. epidermidis) bacteria are catalyzing pyruvate to several malodor compounds like diacetyl. In the docking studies of the sulfonylurea-ALS interaction, five selected sulfonylureas, which originally were developed for the treatment of diabetes mellitus type 2, showed different binding free energies (ΔG) from chlorimuron ethyl - a well-known ALS sulfonylurea inhibitor. Amongst five sulfonylureas, gliquidone and glisoxepide were found to have free energy differences that were lower than or equal to chlorimuron ethyl, revealing their high affinities to ALS. In the future, further investigations of gliquidone and glisoxepide against ALS in skin bacteria would be crucial in repurposing these two sulfonylureas as new anti-bromhidrosis drugs.