You are not logged in. | Log in
In Progress
Clinical

Gene expression patterns in blood leukocytes discriminate patients with acute infections - GSE6269 - GPL570

Purpose

Each infectious agent represents a unique combination of pathogen-associated molecular patterns that interact with specific pattern-recognition receptors expressed on immune cells. Therefore, we surmised that the blood immune cells of individuals with different infections might bear discriminative transcriptional signatures. Gene expression profiles were obtained for 131 peripheral blood samples from pediatric patients with acute infections caused by influenza A virus, Gram-negative (Escherichia coli) or Gram-positive (Staphylococcus aureus and Streptococcus pneumoniae) bacteria. Thirty-five genes were identified that best discriminate patients with influenza A virus infection from patients with either E coli or S pneumoniae infection. These genes classified with 95% accuracy (35 of 37 samples) an independent set of patients with either influenza A, E coli, or S pneumoniae infection. A different signature discriminated patients with E coli versus S aureus infections with 85% accuracy (34 of 40). Furthermore, distinctive gene expression patterns were observed in patients presenting with respiratory infections of different etiologies. Thus, microarray analyses of patient peripheral blood leukocytes might assist in the differential diagnosis of infectious diseases.

Hypothesis

--

Experimental Design

Entire study included 144 samples. Only 143 are included in this series because the CHP/CEL file was not available for sample PBMC_Healthy_INF295.

Experimental Variables

Blood infection due to Influenza A virus (2021 ICD-10-CM code* = J10)

Staphylococcus aureus (2021 ICD-10-CM code* = B95.8)

Streptococcus pneumoniae (2021 ICD-10-CM code* = B95.3)

Controls

--

Methods

The data were analyzed with Microarray Suite version 5.0 (MAS 5.0) using Affymetrix default analysis settings and global scaling as normalization method. The trimmed mean target intensity of each array was arbitrarily set to 500.

Additional Information

https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE6269

Microarray
Affymetrix HG-U133_Plus_2
22 Samples Loaded: 22
Human (Homo sapiens)
PBMC
Blood infection due to Influenza A virus, Escherichia coli, Staphylococcus aureus, Streptococcus pneumoniae
RNeasy mini
Sample Set Spreadsheet
Please log in in order to upload files.
Samples Preview
Sample ID !Sample Title Gender Illness race treatment
GSM173175 PBMC_InfluenzaA_INF553 F Fever/URI Caucasian Oseltamivir
GSM173177 PBMC_InfluenzaB_INF567 F Fever/URI Hispanic None
GSM173210 PBMC_S.pneumoniae_INF096_j5808206 M Pneumonia/Empyema Hispanic Ceftriaxone/Azithromycin
GSM173266 PBMC_S.pneumoniae_INF265_j6492221 F Pneumonia/Empyema Caucasian Ceftriaxone/Vancomycin
GSM173269 PBMC_S.pneumoniae_INF268_j2754553 M Pneumonia/Empyema Hispanic Ceftriaxone/Clindamycin
Please log in in order to upload files.
File
sampleset4000199_sampleannotations.csv
Sample Set Spreadsheet
sampleset4000199_sampleannotations.csv
Sample Set Spreadsheet
sampleset4000199_sampleannotations.csv
Sample Set Spreadsheet
sampleset4000199_sampleannotations_v1.csv
Sample Set Spreadsheet
sampleset4000199_sampleannotations_v1.csv
Sample Set Spreadsheet
sampleset4000199_sampleannotations_v1.csv
Sample Set Spreadsheet
Raw Signal
Raw Signal
  •   |  View in GXB »
Clinical Datasource
Links

Samples Viewer / Editor

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 Gender Illness Race Treatment Grouping Pathogen Age V1 (months)
GSM173175
PBMC_InfluenzaA_INF553
F
Fever/URI
Caucasian
Oseltamivir
Influenza
Influenza A
18
GSM173177
PBMC_InfluenzaB_INF567
F
Fever/URI
Hispanic
None
Influenza
Influenza B
24
GSM173210
PBMC_S.pneumoniae_INF096_j5808206
M
Pneumonia/Empyema
Hispanic
Ceftriaxone/Azithromycin
S. pneumoniae
S. pneumoniae
16
GSM173266
PBMC_S.pneumoniae_INF265_j6492221
F
Pneumonia/Empyema
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
S. pneumoniae
24
GSM173269
PBMC_S.pneumoniae_INF268_j2754553
M
Pneumonia/Empyema
Hispanic
Ceftriaxone/Clindamycin
S. pneumoniae
S. pneumoniae
36
GSM173272
PBMC_S.pneumoniae_INF277_j0627842
M
Pneumonia/Empyema
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
S. pneumoniae
192
GSM173276
PBMC_S.pneumoniae_INF287_j2141124
F
Pneumonia/Bacteremia
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
S. pneumoniae
36
GSM173279
PBMC_S.pneumoniae_INF289_j5197307
M
Pneumonia/Empyema
Hispanic
Ceftriaxone/Vancomycin
S. pneumoniae
S. pneumoniae
24
GSM173281
PBMC_S.aureus_MSSA_INF305
F
Septic arthritis/osteomyelitis/bacteremia
Hispanic
Cefazolin
S. aureus
S. aureus, MSSA
54
GSM173282
PBMC_S.aureus_MSSA_INF308
F
Disseminated/Pneumonia
Black
Oxacillin/Clindamycin
S. aureus
S. aureus, MSSA
144
GSM173286
PBMC_S.aureus_MRSA_INF369
M
Disseminated
Black
Vancomycin/Rifampin
S. aureus
S. aureus, MRSA
168
GSM173287
PBMC_S.aureus_MRSA_INF372
M
Osteomyelitis/Bacteremia
Caucasian
Vancomycin/Rifampin
S. aureus
S. aureus, MRSA
168
GSM173288
PBMC_S.aureus_MRSA_INF374
M
Bacteremia/Suppurative arthritis
Black
Vancomycin
S. aureus
S. aureus, MRSA
21
GSM173289
PBMC_S.aureus_MRSA_INF380
M
Osteomyelitis/Suppurative Arthritis
Black
Clindamycin
S. aureus
S. aureus, MRSA
90
GSM173301
PBMC_InfluenzaA_INF517
F
Pneumonia
Hispanic
None
Influenza
Influenza A
6
GSM173305
PBMC_InfluenzaA_INF524
M
Fever
Hispanic
None
Influenza
Influenza A
72
GSM173309
PBMC_InfluenzaA_INF532
F
Fever
Hispanic
Ampicillin/Gentamicin
Influenza
Influenza A
1.2
GSM173310
PBMC_InfluenzaB_INF533
M
Fever
Caucasian
None
Influenza
Influenza B
132
GSM173312
PBMC_InfluenzaA_INF536
F
Fever
Hispanic
None
Influenza
Influenza A
24
GSM173314
PBMC_InfluenzaA_INF540
M
Fever
Hispanic
Ampicillin/Gentamicin
Influenza
Influenza A
1
GSM173316
PBMC_InfluenzaA_INF547
F
Encephalitis
Black
Ceftriaxone/Oseltamivir
Influenza
Influenza A
15.6
GSM173317
PBMC_InfluenzaB_INF549
F
Fever
Hispanic
Ceftriaxone/Vancomycin/Oseltamivir
Influenza
Influenza B
156

Group Sets View in Gene Expression Browser

Name  
All Samples   View
Grouping Default  View
In order to make new Group Sets or change settings, please log in.

Module Analysis

Group Set  
All Samples
Grouping
Your bug report has been sent!