Evidence map›Paper›PMID 39747954›Full record

ArticleScientific reports2025

Mechanistic modelling of allergen-induced airways disease in early life.

Hannah J Pybus, Prakrati Dangarh, Man Yin Melanie Ng, Clare M Lloyd, Sejal Saglani, Reiko J Tanaka

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hannah J PybusDepartment of Bioengineering, Imperial College London, London, SW7 2AZ, UK.ORCID 0000-0002-9066-9503
Prakrati DangarhDepartment of Bioengineering, Imperial College London, London, SW7 2AZ, UK.ORCID 0000-0003-3000-1197
Man Yin Melanie NgDepartment of Bioengineering, Imperial College London, London, SW7 2AZ, UK.ORCID 0009-0005-5208-0182
Clare M LloydNational Heart and Lung Institute, Imperial College London, London, SW7 2AZ, UK.ORCID 0000-0001-8977-6726
Sejal SaglaniNational Heart and Lung Institute, Imperial College London, London, SW7 2AZ, UK. s.saglani@imperial.ac.uk.ORCID 0000-0001-5192-6418
Reiko J TanakaDepartment of Bioengineering, Imperial College London, London, SW7 2AZ, UK. r.tanaka@imperial.ac.uk.ORCID 0000-0002-0769-9382

Funding

Action Medical Research for Children GN2854
6 · The paper itself

Abstract

Asthma affects approximately 300 million individuals worldwide and the onset predominantly arises in childhood. Children are exposed to multiple environmental irritants, such as viruses and allergens, that are common triggers for asthma onset, whilst their immune systems are developing in early life. Understanding the impact of allergen exposures on the developing immune system and resulting alterations in lung function in early life will help prevent the onset and progression of allergic asthma in children. In this study, we developed an in silico model describing the pulmonary immune response to a common allergen, house dust mite, to investigate its downstream impact on the pathophysiology of asthma, including airway eosinophilic inflammation, remodelling, and lung function. We hypothesised that altered epithelial function following allergen exposure determines the onset of airway remodelling and abnormal lung function, which are irreversible with current asthma therapies. We calibrated the in silico model using age appropriate in vivo data from neonatal and adult mice. We validated the in silico model using in vivo data from mice on the effects of current treatment strategies. The in silico model recapitulates experimental observations and provides an interpretable in silico tool to assess airway pathology and the underlying immune responses upon allergen exposure. The in silico model simulations predict the extent of bronchial epithelial barrier damage observed when allergen sensitisation occurs and demonstrate that epithelial barrier damage and impaired immune maturation are critical determinants of reduced lung function and asthma development. The in silico model demonstrates that both epithelial barrier repair and immune maturation are potential targets for therapeutic intervention to achieve successful asthma prevention.

Indexed as

AllergensAsthmaAirway RemodelingAnimalsComputer SimulationDisease Models, AnimalHumansLungMicePyroglyphidaeAllergensAllergenAsthmaIn silico modelsMechanistic modellingPre-school wheeze

Identifiers

PMID39747954
PMCPMC11696187

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.