SOURCE-LINKED INTELLIGENCE
A MULTI-AGENT AI SYSTEM FOR AUTOMATED CURATION AND FUNCTIONAL ANNOTATION OF ENZYMES IN HUMAN GUT MICROBIOME - PROJECT SUMMARY HUMAN GUT MICROBIOMES INFLUENCE HEALTH BY PRODUCING METABOLITES AND ENZYMES THAT MODULATE IMMU
A MULTI-AGENT AI SYSTEM FOR AUTOMATED CURATION AND FUNCTIONAL ANNOTATION OF ENZYMES IN HUMAN GUT MICROBIOME - PROJECT SUMMARY HUMAN GUT MICROBIOMES INFLUENCE HEALTH BY PRODUCING METABOLITES AND ENZYMES THAT MODULATE IMMUNITY, TRANSFORM DRUGS, AND DIGEST NUTRIENTS. HOWEVER, MOST OF THESE ENZYMES REMAIN FUNCTIONALLY UNKNOWN. CURRENT ANNOTATION TOOLS RELY MAINLY ON SEQUENCE SIMILARITY SEARCHES, WHICH CAN ONLY ASSIGN MEANINGFUL FUNCTIONS TO LESS THAN 30% OF MICROBIAL PROTEINS. ALTHOUGH RECENT APPROACHES INCORPORATE PROTEIN LANGUAGE MODELS AND STRUCTURAL COMPARISON, THEY STILL RELY ON PREDEFINED PI
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- recordType
- award
- region
- US
- value
- 1355597
- unit
- USD
Evidence & attribution
First collected: 2026-09-19T20:28:26.698Z. This is not the publication date.