Detail

Keywords

Clinical Immunology; Data Science

Research group(s)

• Vienna Airway Lab
  Head: Sven Schneider
  Research Area: Type 2 inflammatory respiratory diseases, United Airway Disease, Chronic Rhinosinusitis, Respiratory Allergy
  Members:
  Julia Eckl-Dorna
  Christina Morgenstern
  Dioni Petsiou
  Mohammed Zghaebi

Research interests

As a data scientist and bioinformatician with a PhD in genetics and an MSc in data science, I bridge computational biology and clinical otorhinolaryngology by integrating multi-omics and patient datasets to decode the immune networks and pathophysiological drivers of chronic respiratory diseases - transforming complex biological signals into actionable mechanistic insights.

Techniques, methods & infrastructure

I leverage multi-omics data processing, advanced statistical modelling, interactive visualisation, and machine learning to decode complex biological systems from raw data to actionable insight.

Selected publications

1. Morgenstern, C. et al. (2026) “Proteomic profiling and machine learning for endotype prediction in chronic rhinosinusitis,” Journal of Allergy and Clinical Immunology. Edited by , 157(1), pp. 190–202. Available at: https://doi.org/10.1016/j.jaci.2025.08.025.
2. Morgenstern, C. et al. (2024) “Biomarkers of NRF2 signalling: Current status and future challenges,” Redox Biology. Edited by , 72, p. 103134. Available at: https://doi.org/10.1016/j.redox.2024.103134.
3. Jakubowska, M. et al. (2025) “Altered NRF2 signalling in systemic redox imbalance: Insights from non-communicable diseases,” Redox Biology. Edited by , 87, p. 103891. Available at: https://doi.org/10.1016/j.redox.2025.103891.
4. Schneider, S. et al. (2022) “Dupilumab increases aspirin tolerance in NSAID-exacerbated respiratory disease,” European Respiratory Journal. Edited by , 61(3), p. 2201335. Available at: https://doi.org/10.1183/13993003.01335-2022.
5. Campion, N.J. et al. (2026) “Kinetics of Antibody Responses and Effector Cell Sensitivity After High Dose Birch Extract Nasal Challenge,” Allergy [Preprint]. Edited by . Available at: https://doi.org/10.1111/all.70365.