Two manuscripts, from design to evidence
A design-and-roadmap paper on antigen-specific pMHC-II nanoparticle therapeutics for EoE, and a target-and-binder brief on the CCL26 / POSTN effector axis. Both are computationally grounded and openly documented, with structures and data available to download.
Rational design of multivalent nanoparticle–pMHC-II immunotherapies for food-allergen tolerance in eosinophilic esophagitis
Ruth-Anne Pai, PhD (lead author, EoE patient-researcher) · with Claude AI computational support
Rather than broadly suppressing the immune system, this design re-educates the specific food-reactive T-cell clones that drive EoE. Three food triggers (dairy, wheat, soy) converge on a single HLA-DRB1*07:01 backbone with a swappable peptide cassette — folded, groove-validated, and displayed multivalently on an iron-oxide nanoparticle to induce IL-10–secreting regulatory (Tr1) T cells.
Structural models
Three pMHC-II:peptide complexes were co-folded (ESMFold2-Fast, GPU) and inspected for canonical groove
geometry. Download the atomic coordinates below — .pdb files open in PyMOL, ChimeraX, or any
Mol* viewer.
| Complex | Peptide (15-mer) | ipTM | Structure |
|---|---|---|---|
| Dairy pMHC-II | KIHPFAQTQSLVYPF | 0.872 | dairy_pmhc.pdb |
| Wheat pMHC-II | IHNVVHAIILHQQQQ | 0.896 | wheat_pmhc.pdb |
| Soy pMHC-II | AYPFVVNATSNLNFL | 0.891 | soy_pmhc.pdb |
Preclinical roadmap
Effector-specific blockade of the CCL26 (eotaxin-3) & POSTN axis in EoE
CCL26 and POSTN emerged from the omics target scan as high-evidence, no-trial biology — the eosinophil-recruitment axis downstream of Th2 inflammation. This brief lays out the binder-design strategy: a neutralizing anti-CCL26 antibody (or CCR3 antagonist) and a POSTN-interface binder, with ESM-guided escape-risk analysis steering the paratope.
Design rationale
Two routes for CCL26
A neutralizing anti-CCL26 IgG1 must occlude the N-loop / 40s-loop docking surface to block CCR3 site-1 engagement — a high-affinity (KD < 1 nM) requirement for the small, 71-aa antigen. Alternatively, a small-molecule CCR3 antagonist targets the invariant receptor and captures the other eotaxins (CCL11/CCL24) on the same axis for a broader anti-eosinophil effect.
ESM-guided escape hardening
The sole ESM escape-risk position in the CCL26 epitope (H39) sits inside the N-loop docking surface — so the design co-engages the disulfide-rigid, conserved 40s loop rather than relying on H39. For the IL1RL1 interface, CDRs are steered toward conserved aromatic hotspots (Y119 / F245) and away from the escape-prone rim.
Why it differentiates
Effector-specific eosinophil-recruitment blockade — narrower and more targeted than dupilumab's broad Th2 blockade, and universal across EoE endotypes (Phase-2 addressable in ~99% of patients).