AllTheBacteria turns 2.44 million genomes into an AI-ready resource for antibiotic discovery
anshulkundaje · x · 2026-07-22
- The post highlights AllTheBacteria, an open, community-built platform that turns 2.44 million public bacterial and archaeal genomes into a uniformly processed, searchable, AI-ready dataset.
- The authors argue that biology has plenty of data, but it is fragmented across institutions, disciplines, and formats; the bigger bottleneck is standardization and integration.
- They report a concrete use case: using the platform to discover new peptide antibiotics, including ATB20, which reduced Acinetobacter baumannii burden in a mouse skin-abscess model with efficacy comparable to polymyxin B.
- The broader claim is that large, standardized biological datasets can let machines uncover organizing principles in life and accelerate scientific discovery.
Related event: AllTheBacteria Standardizes 2.44M Genomes for AI, Finding New Antibiotics(3 posts)→
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