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Published on: August 7, 2017
Acute wheeze-specific gene module shows correlation with vitamin D and asthma medication
Shintaro Katayama1,2, Katarina Stenberg Hammar3,4,2, Kaarel Krjutškov1,5,6
1Dept of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.
Gene expression in preschool children with wheeze can predict future asthma. This molecular phenotyping may help distinguish those who will develop chronic asthma from those who will outgrow it.
Area of Science:
- Pediatric respiratory medicine
- Molecular biology
- Immunology
Background:
- Recurrent viral infections causing airway obstruction and wheezing in preschoolers are a risk factor for chronic asthma.
- Early identification of children at risk for persistent asthma is crucial for timely intervention.
Purpose of the Study:
- To investigate if gene expression profiling can identify distinct pathways in wheezing preschool children.
- To assess if gene expression data, combined with clinical information, can aid in diagnosing and predicting asthma development.
Main Methods:
- Analyzed leukocyte transcriptomes from 107 wheezing preschoolers and 66 healthy controls using RNA-sequencing.
- Applied differential expression tests, weighted correlation network analysis, and logistic regression.
- Correlated gene expression with 76 clinical traits and followed children until age 7.
Main Results:
- Enriched genes involved in innate immune responses were found in wheezing children.
- A unique acute wheeze-specific gene module correlated with early vitamin D levels and later asthma medication and lung function (FEV1%/FVC).
- A predictive model for leukotriene receptor antagonist medication at age 7 achieved high accuracy (AUC 0.815).
Conclusions:
- Blood gene expression profiles in preschool wheezers act as biomarkers, predicting asthma symptoms at school age.
- The identified gene module suggests molecular phenotyping can help differentiate children who will develop chronic asthma from those who will outgrow wheeze.
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