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Published on: August 7, 2017
Immune Network Modeling Predicts Specific Nasopharyngeal and Peripheral Immune Dysregulation in Otitis-Prone Children
Matthew C Morris1, Timothy J Chapman2, Michael E Pichichero2
1Center for Clinical Systems Biology, Research Institute, Rochester General Hospital, Rochester, NY, United States.
Insights
Children prone to acute otitis media (AOM) exhibit immune dysfunction. This study models immune signaling, revealing altered regulation in the nasopharynx and periphery, suggesting potential therapeutic targets for AOM.
Area of Science:
- Immunology
- Pediatrics
- Computational Biology
Background:
- Acute otitis media (AOM) pathogenesis involves nasopharyngeal colonization and viral co-infections.
- Children with otitis-prone (sOP) conditions display distinct immune dysfunction patterns.
- Otitis proneness may stem from altered immune signaling, increasing susceptibility to bacterial otopathogens.
Purpose of the Study:
- To investigate the hypothesis that otitis proneness results from altered immune signaling.
- To construct and analyze a regulatory immune network model for AOM and sOP children.
Main Methods:
- Developed a regulatory immune network model incorporating immune cells and signaling elements relevant to AOM.
- Aligned model predictions with in vivo and in vitro experimental data to generate 82 putative immune network models.
- Refined models using serum levels of IL-4 and CXCL8, reducing the model count to 44.
Main Results:
- Identified specific deviations in nasopharyngeal and peripheral immunity regulation during AOM in sOP children.
- Observed early, constitutive pro-inflammatory signaling in the nasopharynx of sOP children.
- Characterized peripheral immunity in sOP children by a Th2- and Treg-dominated profile during AOM.
Conclusions:
- Stringently-defined otitis-prone (sOP) children exhibit altered regulation of immune mediators in both health and disease.
- This dysregulation in immune response during AOM pathogenesis may be a target for therapeutic interventions.
- Immune network modeling provides insights into the complex mechanisms underlying otitis proneness.
Abstract:
Acute otitis media (AOM) pathogenesis involves nasopharyngeal colonization by potential otopathogens and a viral co-infection. Stringently-defined otitis prone (sOP) children show characteristic patterns of immune dysfunction. We hypothesized that otitis proneness is largely a result of altered signaling between immune components that are otherwise competent, resulting in increased susceptibility to infection by bacterial otopathogens. To test this, we constructed a regulatory immune network model linking immune cells and signaling elements known to be involved in AOM and/or dysregulated in sOP children. The alignment of immune response mechanisms with data from in vivo and in vitro experimental observations produced 82 putative immune network models, each describing variants of immune regulatory networks consistent with available observations. Analysis of these models suggested that new measurements of serum levels of IL-4 and CXCL8 could refine competing models and resulted in the elimination of 38 of the models. Further analysis of the remaining 44 models suggested specific deviations in the predicted regulation of nasopharyngeal and peripheral immunity during response to AOM. Specifically, immune responses active in sOP children during AOM were characterized by early and constitutive activation of pro-inflammatory signaling in the nasopharynx and a Th2- and Treg-dominated profile in the periphery. We conclude that sOP children have altered regulation of key immune mediators during both health and pathogenesis. This altered regulation may be amenable to therapeutic intervention.

