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In Progress
Clinical

- Study Type: Natural Infection

Purpose

Respiratory viral infections follow an unpredictable clinical course in young children ranging from a common cold to respiratory failure. The transition from mild to severe disease occurs rapidly and is difficult to predict. The pathophysiology underlying disease severity has remained elusive. There is an urgent need to better understand the immune response in this disease to come up with biomarkers that may aid clinical decision making. In a prospective study, flow cytometric and genome-wide gene expression analyses were performed on blood samples of 26 children with a diagnosis of severe, moderate or mild Respiratory Syncytial Virus (RSV) infection. Differentially expressed genes were validated using Q-PCR in a second cohort of 80 children during three consecutive winter seasons. FACS analyses were also performed in the second cohort and on recovery samples of severe cases in the first cohort. Severe RSV infection was associated with a transient but marked decrease in CD4+ T, CD8+ T, and NK cells in peripheral blood. Gene expression analyses in both cohorts identified Olfactomedin4 (OLFM4) as a fully discriminative marker between children with mild and severe RSV infection, giving a PAM cross-validation error of 0%. Patients with an OLFM4 gene expression level above -7.5 were 6 times more likely to develop severe disease, after correction for age at hospitalization and gestational age. In conclusion, by combining genome-wide expression profiling of blood cell subsets with clinically well-annotated samples, OLFM4 was identified as a biomarker for severity of pediatric RSV infection.

Hypothesis

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Experimental Design

Samples were taken of 26 patients with acute RSV infections, divided into mild (n=9), moderate (n=9) and severe (n=8) disease. From moderate and severe diseased patients recovery samples were obtained as well.

Experimental Variables

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Controls

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Methods

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Additional Information

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Microarray
Affymetrix HG-U133_Plus_2
43 Samples Loaded: 43
Human (Homo sapiens)
PBMC
RSV
Sample Set Spreadsheet
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Samples Preview
Sample ID !Sample Title tissue group disease Acute or recovery
GSM1704640 acute mild-1 PBMC acute mild mild acute
GSM1704641 acute mild-2 PBMC acute mild mild acute
GSM1704642 acute mild-3 PBMC acute mild mild acute
GSM1704643 acute mild-4 PBMC acute mild mild acute
GSM1704644 acute mild-5 PBMC acute mild mild acute
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File
sampleset4000014_sampleannotations_Group.csv
Sample Set Spreadsheet
sampleset4000014_sampleannotations_Group.csv
Sample Set Spreadsheet
Raw Signal
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All fields are editable except the "Sample ID" column. To edit a cell, click within the cell. To edit a "date" cell, click on the calendar icon. To cancel an edit, press the ESC key.

Sample ID !Sample Title Tissue Group Disease Acute or recovery
GSM1704640
acute mild-1
PBMC
acute mild
mild
acute
GSM1704641
acute mild-2
PBMC
acute mild
mild
acute
GSM1704642
acute mild-3
PBMC
acute mild
mild
acute
GSM1704643
acute mild-4
PBMC
acute mild
mild
acute
GSM1704644
acute mild-5
PBMC
acute mild
mild
acute
GSM1704645
acute mild-6
PBMC
acute mild
mild
acute
GSM1704646
acute mild-7
PBMC
acute mild
mild
acute
GSM1704647
acute mild-8
PBMC
acute mild
mild
acute
GSM1704648
acute mild-9
PBMC
acute mild
mild
acute
GSM1704649
acute moderate-1
PBMC
acute moderate
moderate
acute
GSM1704650
acute moderate-2
PBMC
acute moderate
moderate
acute
GSM1704651
acute moderate-5
PBMC
acute moderate
moderate
acute
GSM1704652
acute moderate-6
PBMC
acute moderate
moderate
acute
GSM1704653
acute moderate-7
PBMC
acute moderate
moderate
acute
GSM1704654
acute moderate-8
PBMC
acute moderate
moderate
acute
GSM1704655
acute moderate-9
PBMC
acute moderate
moderate
acute
GSM1704656
acute moderate-10
PBMC
acute moderate
moderate
acute
GSM1704657
acute moderate-11
PBMC
acute moderate
moderate
acute
GSM1704658
acute severe-1
PBMC
acute severe
severe
acute
GSM1704659
acute severe-2
PBMC
acute severe
severe
acute
GSM1704660
acute severe-3
PBMC
acute severe
severe
acute
GSM1704661
acute severe-4
PBMC
acute severe
severe
acute
GSM1704662
acute severe-5
PBMC
acute severe
severe
acute
GSM1704663
acute severe-6
PBMC
acute severe
severe
acute
GSM1704664
acute severe-7
PBMC
acute severe
severe
acute
GSM1704665
acute severe-8
PBMC
acute severe
severe
acute
GSM1704666
recovery moderate-2
PBMC
recovery moderate
moderate
recovery
GSM1704667
recovery moderate-3
PBMC
recovery moderate
moderate
recovery
GSM1704668
recovery moderate-4
PBMC
recovery moderate
moderate
recovery
GSM1704669
recovery moderate-5
PBMC
recovery moderate
moderate
recovery
GSM1704670
recovery moderate-6
PBMC
recovery moderate
moderate
recovery
GSM1704671
recovery moderate-7
PBMC
recovery moderate
moderate
recovery
GSM1704672
recovery moderate-8
PBMC
recovery moderate
moderate
recovery
GSM1704673
recovery moderate-9
PBMC
recovery moderate
moderate
recovery
GSM1704674
recovery moderate-11
PBMC
recovery moderate
moderate
recovery
GSM1704675
recovery severe-1
PBMC
recovery severe
severe
recovery
GSM1704676
recovery severe-2
PBMC
recovery severe
severe
recovery
GSM1704677
recovery severe-3
PBMC
recovery severe
severe
recovery
GSM1704678
recovery severe-4
PBMC
recovery severe
severe
recovery
GSM1704679
recovery severe-5
PBMC
recovery severe
severe
recovery
GSM1704680
recovery severe-6
PBMC
recovery severe
severe
recovery
GSM1704681
recovery severe-7
PBMC
recovery severe
severe
recovery
GSM1704682
recovery severe-8
PBMC
recovery severe
severe
recovery

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