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Takahiko Koyama

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Preprint Oct 2026

The Verification Wall in Microbial Metabolomics

Computational methods now propose structures for gut microbial metabolites faster than any laboratory can confirm them. We argue that verification, not generation, is the binding constraint, and that better models will not relieve it. Confirming a structure to the field's own standard means having the molecule in hand....

Takahiko Koyama · 0 citations

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