Rewiring of Th-memory-associated gene co-expression networks underlie immunotherapy-induced changes in symptom expression in mite-sensitised atopics
A. C. Jones, D. Anderson, N. M. Troy, D. Mallon, R. Hartmann, M. Serralha, B. J. Holt, A. Bosco, P. G. Holt
Abstract
BackgroundMultiple regulatory mechanisms have been identified employing conventional hypothesis-driven approaches as contributing to allergen-specific immunotherapy outcomes, but understanding of how these integrate to maintain immunological homeostasis is incomplete. ObjectiveTo explore the potential for unbiased systems-level gene co-expression network analysis to advance understanding of immunotherapy mechanisms. MethodsWe profiled genome-wide allergen-specific Th-memory responses prospectively across 24mths of subcutaneous immunotherapy (SCIT) in 25 rhinitics, documenting changes in immunoinflammatory pathways and associated co-expression networks and their relationships to symptom scores to 36mths. ResultsPrior to immunotherapy, mite-specific Th-memory response networks involved multiple discrete co-expression modules including those related to Th2-, Type1-IFN-, Inflammation-, and FOXP3/IL2-associated signalling. A signature comprising 109 genes correlated with symptom scores, and these mapped to cytokine signalling/T-cell activation-associated pathways, with upstream drivers including hallmark Th1/Th2-and inflammation-associated genes. Reanalysis after 3.5mths SCIT updosing detected minimal changes to pathway/upstream regulator profiles despite 32.5% reduction in symptoms, however network analysis revealed underlying merging of FOXP3/IL2-with Inflammation-and Th2-associated modules. By 12mths on SCIT, symptoms had reduced by 41% without further significant changes to pathway/upstream regulator or network profiles. Continuing SCIT to 24mths stabilised symptoms at 47% of baseline, accompanied by upregulation of the Type1-IFN-associated network module and its merging into the Th2/FOXP3/IL2/Inflammation module. ConclusionsSCIT stimulates progressive integration of Th-memory-associated Th2-,FOXP3/IL2-, Inflammation-, and Type1-IFN-signalling subnetworks, forming a single highly integrated co-expression network module, maximising potential for stable homeostatic control of allergen-specific Th2 responses via cross-regulation. Th2-anatogonistic Type1-IFN signalling may play a key role in stabilising clinical effects of SCIT. Clinical ImplicationStabilisation of the clinical effectiveness of SCIT involves recruitment of Th2-antagonistic Type 1 IFN-dependent signalling into the overall gene co-expression network underlying the allergen-specific Th-memory response, and this does not occur until the 2nd year of treatment. Capsule summarySCIT-induced rewiring of the gene network governing allergen-specific Th2-memory, as opposed to selective upregulation of genes associated with regulatory functions, underlies the clinical effectiveness of immunotherapy.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Persistent activation of interlinked Th2-airway epithelial gene networks in sputum-derived cells from aeroallergen-sensitized symptomatic atopic asthmatics
Anya C. Jones, Niamh M. Troy, … Anthony Bosco·bioRxiv·Jul 13, 2016
- Therapeutic ICOS blockade reduces T follicular helper cells and improves allergic airway disease
F. I. Uwadiae, C.J. Pyle, … J.A. Harker·bioRxiv·Jan 18, 2018
- Dynamic Regulation of CD300b, and CD300f on Myeloid Cells in Oral Immunotherapy
Naama Epstein‐Rigbi, Michal Itan, … Ariel Munitz·Journal of Allergy and Clinical ImmunologyPeer-reviewed·Feb 1, 2026
- Mast cell desensitization induces a distinct IgE-dependent transcriptional program associated with immune regulation
Celia López‐Sanz, Emilio Nuñez‐Borque, … Rodrigo Jiménez‐Saiz·bioRxiv·Mar 3, 2026
- IFN-I signaling in type 2 conventional dendritic cells supports TH2 and T follicular helper differentiation after allergen immunization
Greta R. Webb, Kerry L. Hilligan, … Franca Ronchese·Immunology and Cell BiologyPeer-reviewed·Jun 3, 2025
- Combination antagonism of TNF superfamily signaling for T cell immunosuppression
Praveen Krishna Veerasubramanian, Wenlan Zang, … Fridrik J. Karlsson·Frontiers in ImmunologyPeer-reviewed·Jul 23, 2026