MINERVA-microbiome network research and visualization atlas: a scalable knowledge graph for mapping microbiome-disease associations.

ABSTRACT: Bacterial pathogens contribute significantly to the global burden of disease. Understanding their complex interactions with human health is essential for developing new diagnostic, preventative, and therapeutic strategies. While recent breakthroughs have revolutionized our understanding of these relationships, the rapid expansion of microbiome research presents a significant challenge: knowledge remains scattered across scientific literature, hindering comprehensive analysis and clinical translation. To address this, we introduce MINERVA (Microbiome Network Research and Visualization Atlas), an innovative platform that leverages a fine-tuned large language model to systematically map microbe-disease associations across extensive scientific literature. MINERVA constructs a rich, ontology-dr

SUBMITTER: Langarica S 

PROVIDER: S-EPMC12454267 | biostudies-literature | 2025 Aug

REPOSITORIES: biostudies-literature