HNN3.0

Project cooperationUpdated on 12 December 2025

AI-Driven De Novo Design of Peptide Binders & Therapeutics for ANY Target

Assistant Professor at Stockholm University

Stockholm, Sweden

About

Expertise & Offer: We are the Patrick Bryant Lab (SciLifeLab, Stockholm), specializing in state-of-the-art Generative AI for structural biology and molecular design. We offer a proven computational platform to de-risk and accelerate the early stages of drug discovery.

Our Unique Technology:

  • Universal Binder Design: We use EvoBind and RareFold to design high-affinity peptide binders for any protein target solely from sequence information.

  • Non-Canonical Amino Acids (NCAAs): Unlike standard tools, we incorporate NCAAs to create molecules with enhanced stability, specificity, and immune evasion—ideal for next-gen therapeutics.

  • Complex Targets: Proven success in designing agonists/inhibitors for difficult targets like GPCRs, viral fusion proteins (HIV-1), and protein-protein interactions.

What We Bring to Your Consortium:

  • In Silico Design Lead: We can lead Work Packages (WPs) focused on hit identification, lead optimization, and structural modelling.

  • Rapid Prototyping: Drastically reduce the time from target identification to candidate testing.

  • Validation: We bridge the gap between AI prediction and wet-lab validation.

Looking For: We are looking to join Horizon Europe Cluster 1 (Health) 2026 and IHI Call 12 consortia focusing on:

  • Pandemic Preparedness: Design of novel antivirals/entry inhibitors (e.g., Flaviviridae).

  • AMR: Design of antimicrobial peptides or alternative scaffolds.

  • Personalised Medicine: Patient-specific therapeutic design.

Topic

  • DESTINATION 3: HORIZON-HLTH-2026-01-DISEASE-04: Development of novel vaccines for viral pathogens with epidemic potential
  • DESTINATION 3: HORIZON-HLTH-2026-01-DISEASE-15: Scaling up innovation in cardiovascular health
  • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-03: Integrating New Approach Methodologies (NAMs) to advance biomedical research and regulatory testing

Type

  • Partner seeks Consortium/Coordinator

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