Rewiring of Th-memory-associated gene co-expression networks underlie immunotherapy-induced changes in symptom expression in mite-sensitised atopics
Jones, A. C.; Anderson, D.; Troy, N. M.; Mallon, D.; Hartmann, R.; Serralha, M.; Holt, B. J.; Bosco, A.; Holt, P. G.
Show 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.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Dynamic Regulation of CD300b, and CD300f on Myeloid Cells in Oral Immunotherapy 93%
- Drug screening identifies the Src/Abl inhibitor Dasatinib as suppressor of IL-23 signalling in skin inflammation 91%
- Accurate determination of house dust mite sensitization in asthma and allergic rhinitis through cytometric detection of Der p 1 and Der p 2 binding on Basophils (CytoBas) 91%
Similar papers in this journal
- Circulating immunome fingerprint in eosinophilic esophagitis is associated with clinical response to proton pump inhibitor treatment 93%
- Augmented expansion of Treg cells from healthy and autoimmune subjects via adult progenitor cell co-culture. 92%
- T-cell hyperactivation and paralysis in severe COVID-19 infection revealed by single-cell analysis 92%
Similar papers in this journal
- Allergen recognition by specific effector Th2 cells enables IL-2-dependent activation of regulatory T cell responses in humans 94%
- Laser-facilitated epicutaneous immunotherapy with hypoallergenic beta-glucan neoglycoconjugates suppresses lung inflammation and avoids local side effects in a mouse model of allergic asthma 93%
- Selective targeting of IL-1RAP-dependent eosinophilic inflammation in allergic fungal airway disease 93%
Similar papers in this journal
- Enhanced NF-κB signaling in type-2 dendritic cells at baseline predicts non-response to adalimumab in psoriasis 93%
- Type 2 and interferon inflammation strongly regulate SARS-CoV-2 related gene expression in the airway epithelium 93%
- Nasal DNA methylation at three CpG sites predicts childhood allergic disease 93%
Similar papers in this journal
- Genetic Risk Factors for ME/CFS Identified using Combinatorial Analysis 92%
- Genetic Risk Factors for Severe and Fatigue Dominant Long COVID and Commonalities with ME/CFS Identified by Combinatorial Analysis 91%
- Genomic Insights Guiding Personalized First-Line Immunotherapy Response in Lung and Bladder Tumors 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.