This study investigated the impact of different bacterial populations on the biomolecular structures of cerebral organoids (COs) at various levels. COs were co-cultured with non-pathogenic (NM) and pathogenic (PM) bacterial populations. PM reduced the number of TUJ1+ neurons and disrupted the intact structure of COs. In addition, PM was found to induce changes in the transcript profile of COs, including a decrease in the activity of the glycolysis pathway and an increase in the pentose phosphate pathway, leading to deterioration in cellular energy metabolism, which is linked to neurodegenerative diseases. Proteomic analysis revealed a unique cluster of proteins in COs. PM exposure upregulated proteins related to neurological diseases, consistent with RNA-seq data. Communication between bacteria and neural cells was demonstrated using18O-stable isotope labeling (SIL)-based metabolic flux analysis. COs showed higher18O-enrichment of TCA cycle intermediates when co-cultured with NM and PM, indicating increased oxidative phosphorylation activity upon exposure to bacteria. This study provides a useful platform to monitor metabolic signals and communication between microbiotas and human brain cells. The findings suggest that pathogenic bacteria release metabolites that alter biomolecular structures in brain organoids, potentially contributing to neurodegenerative diseases.