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AI-designed proteins neutralise deadly snake-venom toxins and protect mice

★★★scienceUniversity of Washington Institute for Protein DesignTechnical University of Denmarkconfidence: high

Baker lab and DTU researchers (Nature, Jan 2025) used RFdiffusion to design small proteins that bind and neutralise cobra three-finger toxins. Depending on dose, toxin and design, 80–100% of mice survived otherwise lethal doses.

Key facts

Science result

Field
medicine / toxinology / protein therapeutics
Problem
Neutralising snake-venom three-finger toxins, poorly handled by existing antivenoms
Result
De novo designed proteins that neutralise lethal toxins in mice.
AI system
RFdiffusion, ProteinMPNN
Human role
Human-led with AI tools
Verification
Peer-reviewed in Nature; lab-validated in mice
Status
confirmed

What happened

The team generated binders computationally, tested a small number in the lab, and confirmed protection in animal models.

Why it matters

Snakebite kills tens of thousands of people a year, mainly in poor regions. Cheap, designed antitoxins show AI protein design aimed at neglected diseases.

Changelog

  • 2026-09-29: created

Related events

  1. RFdiffusion: diffusion models design new proteins that work in the lab ★★★★

Sources (3)

id: 2025-01-15-ai-designed-antivenom · updated 2026-09-29 · open in the interactive timeline