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Updated: Apr 21, 2026

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Use of an Influenza Antigen Microarray to Measure the Breadth of Serum Antibodies Across Virus Subtypes
Published on: July 26, 2019
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Transcriptomic profiling facilitates classification of response to influenza challenge
Emma E Davenport1, Richard D Antrobus, Patrick J Lillie
1Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK.
Summary
New research identifies six key genes that accurately classify symptomatic influenza infection in clinical trials. This genomic approach improves influenza vaccine efficacy testing by providing a more quantitative outcome measure.
Area of Science:
- Immunology
- Genomics
- Infectious Diseases
Background:
- Influenza vaccination coverage has increased, yet influenza-related mortality remains a concern.
- Current methods for classifying symptomatic versus asymptomatic influenza infection in challenge studies rely on artificial thresholds, limiting accuracy.
- Development of better influenza vaccines necessitates improved methods for assessing vaccine efficacy.
Purpose of the Study:
- To develop a more quantitative method for classifying symptomatic influenza infection in challenge studies.
- To identify host gene expression signatures associated with symptomatic influenza infection.
- To validate a predictive gene set for symptomatic influenza in an independent study.
Main Methods:
- Genome-wide gene expression profiling of peripheral blood from 22 healthy adults (11 vaccinated) inoculated with H3N2 influenza.
- Analysis of dynamic transcriptomic data combined with clinical parameters post-challenge (0, 12, 24, 48 h).
- Identification and validation of a six-gene signature (CCL2, SEPT4, LAMP3, RTP4, MT1G, OAS3) for classifying symptomatic infection.
Main Results:
- Significant variation in symptomatic scoring was observed among individuals with confirmed influenza.
- Four subjects with severe influenza showed differential gene expression in 1103 probes at 48 h post-challenge compared to others.
- A six-gene signature accurately classified symptomatic infection and replicated findings in an independent dataset.
Conclusions:
- Differential gene expression signatures are indicative of influenza challenge response.
- The expression of six specific genes can reliably classify an individual's response to influenza challenge.
- Genomic influenza response classification is reproducible in independent studies, offering potential for improved clinical trial assessment.
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