A notable proportion of network hubs—including FXR, GPBAR1, IL6, and TNF—were shared across multiple disease pathways, emphasizing the relevance of probiotic metabolites in modulating conditions such as type 2 diabetes, obesity, NAFLD, and IBD. The gene discussed is NR1H4; the disease is type 2 diabetes mellitus.