Antigen-specific tolerance induction for eosinophilic esophagitis
A citizen-science hackathon project by Ruth-Anne Pai, PhD Immunology
π Program Overview
This project presents a comprehensive therapeutic program design and preclinical roadmap for a novel pMHC-II nanoparticle-based tolerance therapeutic targeting food-allergen-driven eosinophilic esophagitis (EoE).
Developed over one week during the Built with Claude: Life Sciences Hackathon, this work combines:
Therapeutic design β Three therapeutic formats (single-chain, nanoparticle, tetramer)
Perturbseq-informed strategy β Dual-track monotherapy vs. combination with SIK3 kinase inhibitor
Preclinical roadmap β 5-phase, 18β24 month, $275β457k base budget
Commercial strategy β Path A (orphan, $75β160M value) or Path B (combination, $400Mβ1.2B value)
Regulatory pathway β Breakthrough designation-eligible strategy with FDA engagement plan
Key Finding: Dairy epitope (KIHPFAQTQSLVYPF, 16.78 nM IC50, IEDB rank 0.94) is publication-ready; three epitopes designed and modeled for Phase 1 validation.
Dual-Track Strategy: Perturbseq analysis identified SIK3 kinase as dual-program hit (Program B=0.815); Path B combines pMHC-II + SIK3i for broader EoE population coverage (140β200k vs. 70k patients).
Peer Review: Three independent reviewers (Structural Biology, Biotech, Regulatory) recommend "PROCEED TO PHASE 1 WITH SPECIFIED CAVEATS."
IP Attribution: Invention shared by CZ Biohub (employer, Ruth-Anne's institution) and Ruth-Anne Pai, LLC (personal entity). Open to licensing partnerships; no committed biotech partner named.
π Key Documents
All reports have been updated to reflect perturbseq findings and dual-track commercial strategy:
Timeline: 18β24 months (84 weeks) | Budget: $275β457k base / $300β500k with 10% contingency
5-Phase Structure
Phase 1 (Weeks 1β16): Phase 1a ex vivo (n=20) + Phase 1b exploratory in vivo (n=5β10); gate: CD39+CD73+ β₯30% and eosinophil β β₯30%; Cost: $40β65k
Phase 2 (Weeks 16β26): Phase 2a open-label + Phase 2b randomized (monotherapy vs. SIK3i vs. combination); interim efficacy and synergy signal; Cost: $35β55k
Inventors: Ruth-Anne Pai (primary) + CZ Biohub, Inc. (employer institution) Personal entity: Pai Advisory, LLC Status: Ready for licensing partnerships; no committed biotech partner named
Patents planned:
Composition of matter: pMHC-II + iron-oxide nanoparticle scaffold (broad, 15+ years protection)
Method of use: Tr1 induction for antigen-specific tolerance in EoE (8β12 years, starts Phase 3)
This work was developed by Ruth-Anne Pai, PhD (Immunology), a citizen scientist and person living with EoE, during the Built with Claude: Life Sciences Hackathon (JuneβJuly 2026).
Motivation: To accelerate therapeutics for EoE and her community by synthesizing current knowledge, designing rational therapeutics, and preparing a comprehensive preclinical roadmap that a biotech partner can execute immediately.
Tools & methods: Protein design (ESMFold2, LigandMPNN), epitope discovery (IEDB), perturbseq analysis (Gladstone labs), structural modeling, peer review, commercial strategy, and regulatory pathway planning β all within Claude Science framework.
IP commitment: Transparent attribution to both CZ Biohub (Ruth-Anne's employer) and Pai Advisory (personal entity); open to licensing with biotech partners interested in advancing this program to clinical trials.