bioRxivImmunologyPreprint
AEGIS reveals epitope- and clone-resolved convergence of CNS B and T cell autoreactivity in ROHHAD
Aaron BodanskyiD, Vida AhyongiD, Monica T. DayaoiD, James AsakiiD, ShiLu Vanasupa, Ravi DandekariD, Shini Chen, Joe Sabatino, Sam Klauer, Giselle M. KnudseniD, Carlos Lizama Valenzuela, Krista Mccutcheon, Kelsey Zorn, Sukhman Sidhu, David Yu, Samantha Garcia, Zoe QuandtiD, Chung-Yu Wang, Bryan Castillo-RojasiD, Iris Tilton, Y. Rose Citron, Akshay Sharathchandra, Chloe Gerungan, Stuart R. TomkoiD, Nathaniel M. RobbinsiD, , Joseph L. DeRisiiD
Abstract
Autoimmune diseases arise when B and T lymphocytes lose tolerance to self. Yet in most disorders, the underlying molecular determinants, including autoantibodies, epitopes and lymphocyte clones that drive tissue injury remain undefined. Rapid-onset obesity with hypothalamic dysfunction, hypoventilation and autonomic dysregulation (ROHHAD) is a rare and often fatal pediatric neuroendocrine syndrome with strong evidence of antigen-driven paraneoplastic autoimmunity, including association with the intracellular autoantigen ZSCAN1. However, the effector immune circuit and the epitope-level determinants operating within the hypothalamus and brainstem have remained unknown. To address this challenge in ROHHAD and more broadly in autoimmune disease, we developed the Autoimmune Epitope and immunoGlobulin/Immune-receptor identification System (AEGIS), an integrated framework that links immune repertoires to their cognate self-epitopes. AEGIS combines B cell and T cell receptor profiling from sites of tissue injury with high-resolution epitope mapping, direct sequencing of antigen-specific autoantibodies, in silico antibody-antigen folding, selection, and T cell antigen discovery. Applied to a deeply phenotyped child with ROHHAD, AEGIS revealed a compartmentalized, clonally restricted immune response in which brain-deposited IgG and expanded cerebrospinal fluid B cell and CD4 T cell clonotypes converged on shared ZSCAN1 epitopes, resolved to minimal determinants and peptide-MHC ligands. These findings provide a clone- and epitope-linked mechanistic map of ROHHAD autoimmunity and establish a generalizable framework for identifying candidate pathogenic clones and antigens across diverse autoimmune diseases.
- organism: human
- assay: scRNA-seq
- assay: proteomics
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- approach: deep learning
- approach: statistical model
- Citations
- 0
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