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Clinical

Gene expression patterns in blood leukocytes discriminate patients with acute infections

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

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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

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Controls

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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
Acute Infections
RNeasy mini
Sample Set Spreadsheet
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Samples Preview
Sample ID !Sample Title Age Gender Illness !Sample_title
GSM173175 PBMC_InfluenzaA_INF553 18m, when sample taken F Fever/URI PBMC_InfluenzaA_INF553
GSM173177 PBMC_InfluenzaB_INF567 2y, when sample taken F Fever/URI PBMC_InfluenzaB_INF567
GSM173210 PBMC_S.pneumoniae_INF096_j5808206 16 m, when sample taken M Pneumonia/Empyema PBMC_S.pneumoniae_INF096_j5808206
GSM173266 PBMC_S.pneumoniae_INF265_j6492221 2 y, when sample taken F Pneumonia/Empyema PBMC_S.pneumoniae_INF265_j6492221
GSM173269 PBMC_S.pneumoniae_INF268_j2754553 3y, when sample taken M Pneumonia/Empyema PBMC_S.pneumoniae_INF268_j2754553
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File
Mod_GSE6269_GPL570_Grouping.csv
Sample Set Spreadsheet
Raw Signal
Raw Signal
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Sample ID !Sample Title Age Gender Illness !Sample Title Group Race Treatment Age Pathogen Gender Race Treatment Illness Pathogen Array Sample ID
GSM173175
PBMC_InfluenzaA_INF553
18m, when sample taken
F
Fever/URI
PBMC_InfluenzaA_INF553
Influenza
Caucasian
Oseltamivir
18m, when sample taken
Influenza A
F
Caucasian
Oseltamivir
Fever/URI
Influenza A
400006695
GSM173177
PBMC_InfluenzaB_INF567
2y, when sample taken
F
Fever/URI
PBMC_InfluenzaB_INF567
Influenza
Hispanic
None
2y, when sample taken
Influenza B
F
Hispanic
None
Fever/URI
Influenza B
400006696
GSM173210
PBMC_S.pneumoniae_INF096_j5808206
16 m, when sample taken
M
Pneumonia/Empyema
PBMC_S.pneumoniae_INF096_j5808206
S. pneumoniae
Hispanic
Ceftriaxone/Azithromycin
16 m, when sample taken
S. pneumoniae
M
Hispanic
Ceftriaxone/Azithromycin
Pneumonia/Empyema
S. pneumoniae
400006697
GSM173266
PBMC_S.pneumoniae_INF265_j6492221
2 y, when sample taken
F
Pneumonia/Empyema
PBMC_S.pneumoniae_INF265_j6492221
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
2 y, when sample taken
S. pneumoniae
F
Caucasian
Ceftriaxone/Vancomycin
Pneumonia/Empyema
S. pneumoniae
400006698
GSM173269
PBMC_S.pneumoniae_INF268_j2754553
3y, when sample taken
M
Pneumonia/Empyema
PBMC_S.pneumoniae_INF268_j2754553
S. pneumoniae
Hispanic
Ceftriaxone/Clindamycin
3y, when sample taken
S. pneumoniae
M
Hispanic
Ceftriaxone/Clindamycin
Pneumonia/Empyema
S. pneumoniae
400006699
GSM173272
PBMC_S.pneumoniae_INF277_j0627842
16y, when sample taken
M
Pneumonia/Empyema
PBMC_S.pneumoniae_INF277_j0627842
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
16y, when sample taken
S. pneumoniae
M
Caucasian
Ceftriaxone/Vancomycin
Pneumonia/Empyema
S. pneumoniae
400006700
GSM173276
PBMC_S.pneumoniae_INF287_j2141124
3y, when sample taken
F
Pneumonia/Bacteremia
PBMC_S.pneumoniae_INF287_j2141124
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
3y, when sample taken
S. pneumoniae
F
Caucasian
Ceftriaxone/Vancomycin
Pneumonia/Bacteremia
S. pneumoniae
400006701
GSM173279
PBMC_S.pneumoniae_INF289_j5197307
2 y, when sample taken
M
Pneumonia/Empyema
PBMC_S.pneumoniae_INF289_j5197307
S. pneumoniae
Hispanic
Ceftriaxone/Vancomycin
2 y, when sample taken
S. pneumoniae
M
Hispanic
Ceftriaxone/Vancomycin
Pneumonia/Empyema
S. pneumoniae
400006702
GSM173281
PBMC_S.aureus_MSSA_INF305
4.5y, when sample taken
F
Septic arthritis/osteomyelitis/bacteremia
PBMC_S.aureus_MSSA_INF305
S. aureus
Hispanic
Cefazolin
4.5y, when sample taken
S. aureus, MSSA
F
Hispanic
Cefazolin
Septic arthritis/osteomyelitis/bacteremia
S. aureus, MSSA
400006703
GSM173282
PBMC_S.aureus_MSSA_INF308
12y, when sample taken
F
Disseminated/Pneumonia
PBMC_S.aureus_MSSA_INF308
S. aureus
Black
Oxacillin/Clindamycin
12y, when sample taken
S. aureus, MSSA
F
Black
Oxacillin/Clindamycin
Disseminated/Pneumonia
S. aureus, MSSA
400006704
GSM173286
PBMC_S.aureus_MRSA_INF369
14y, when sample taken
M
Disseminated
PBMC_S.aureus_MRSA_INF369
S. aureus
Black
Vancomycin/Rifampin
14y, when sample taken
S. aureus, MRSA
M
Black
Vancomycin/Rifampin
Disseminated
S. aureus, MRSA
400006705
GSM173287
PBMC_S.aureus_MRSA_INF372
14y, when sample taken
M
Osteomyelitis/Bacteremia
PBMC_S.aureus_MRSA_INF372
S. aureus
Caucasian
Vancomycin/Rifampin
14y, when sample taken
S. aureus, MRSA
M
Caucasian
Vancomycin/Rifampin
Osteomyelitis/Bacteremia
S. aureus, MRSA
400006706
GSM173288
PBMC_S.aureus_MRSA_INF374
1.75y, when sample taken
M
Bacteremia/Suppurative arthritis
PBMC_S.aureus_MRSA_INF374
S. aureus
Black
Vancomycin
1.75y, when sample taken
S. aureus, MRSA
M
Black
Vancomycin
Bacteremia/Suppurative arthritis
S. aureus, MRSA
400006707
GSM173289
PBMC_S.aureus_MRSA_INF380
7.5y, when sample taken
M
Osteomyelitis/Suppurative Arthritis
PBMC_S.aureus_MRSA_INF380
S. aureus
Black
Clindamycin
7.5y, when sample taken
S. aureus, MRSA
M
Black
Clindamycin
Osteomyelitis/Suppurative Arthritis
S. aureus, MRSA
400006708
GSM173301
PBMC_InfluenzaA_INF517
0.5y, when sample taken
F
Pneumonia
PBMC_InfluenzaA_INF517
Influenza
Hispanic
None
0.5y, when sample taken
Influenza A
F
Hispanic
None
Pneumonia
Influenza A
400006709
GSM173305
PBMC_InfluenzaA_INF524
6y, when sample taken
M
Fever
PBMC_InfluenzaA_INF524
Influenza
Hispanic
None
6y, when sample taken
Influenza A
M
Hispanic
None
Fever
Influenza A
400006710
GSM173309
PBMC_InfluenzaA_INF532
0.1y, when sample taken
F
Fever
PBMC_InfluenzaA_INF532
Influenza
Hispanic
Ampicillin/Gentamicin
0.1y, when sample taken
Influenza A
F
Hispanic
Ampicillin/Gentamicin
Fever
Influenza A
400006711
GSM173310
PBMC_InfluenzaB_INF533
11y, when sample taken
M
Fever
PBMC_InfluenzaB_INF533
Influenza
Caucasian
None
11y, when sample taken
Influenza B
M
Caucasian
None
Fever
Influenza B
400006712
GSM173312
PBMC_InfluenzaA_INF536
2y, when sample taken
F
Fever
PBMC_InfluenzaA_INF536
Influenza
Hispanic
None
2y, when sample taken
Influenza A
F
Hispanic
None
Fever
Influenza A
400006713
GSM173314
PBMC_InfluenzaA_INF540
0.08y, when sample taken
M
Fever
PBMC_InfluenzaA_INF540
Influenza
Hispanic
Ampicillin/Gentamicin
0.08y, when sample taken
Influenza A
M
Hispanic
Ampicillin/Gentamicin
Fever
Influenza A
400006714
GSM173316
PBMC_InfluenzaA_INF547
1.3y, when sample taken
F
Encephalitis
PBMC_InfluenzaA_INF547
Influenza
Black
Ceftriaxone/Oseltamivir
1.3y, when sample taken
Influenza A
F
Black
Ceftriaxone/Oseltamivir
Encephalitis
Influenza A
400006715
GSM173317
PBMC_InfluenzaB_INF549
13y, when sample taken
F
Fever
PBMC_InfluenzaB_INF549
Influenza
Hispanic
Ceftriaxone/Vancomycin/Oseltamivir
13y, when sample taken
Influenza B
F
Hispanic
Ceftriaxone/Vancomycin/Oseltamivir
Fever
Influenza B
400006716

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