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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-U133A
97 Samples Loaded: 97
Human (Homo sapiens)
PBMC
Acute Infections
RNeasy mini
Sample Set Spreadsheet
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Samples Preview
Sample ID Age Gender Illness group race
GSM173178 10 y, when sample taken M Osteomyelitis S. aureus Hispanic
GSM173179 4m, when sample taken M Abscess S. pneumoniae Caucasian
GSM173180 5 m, when sample taken M Bacteremia E.coli Black
GSM173181 5 m, when sample taken F UTI E.coli Caucasian
GSM173182 3 y, when sample taken M Osteomyelitis S. aureus Black
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File
Mod_GSE6269_GPL96_Grouping.csv
Sample Set Spreadsheet
Mod_GSE6269_GPL96_Grouping.csv
Sample Set Spreadsheet
Mod_GSE6269_GPL96_Grouping.csv
Sample Set Spreadsheet
Mod_GSE6269_GPL96_Grouping.csv
Sample Set Spreadsheet
Mod_GSE6269_GPL96_Grouping.csv
Sample Set Spreadsheet
Mod_GSE6269_GPL96_Grouping.csv
Sample Set Spreadsheet
Raw Signal
Raw Signal
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Sample ID Age Gender Illness Group Race Treatment Pathogen Sample Title Array Sample ID
GSM173178
10 y, when sample taken
M
Osteomyelitis
S. aureus
Hispanic
Cefazolin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF005
400006598
GSM173179
4m, when sample taken
M
Abscess
S. pneumoniae
Caucasian
Cefazolin
S. pneumoniae
PBMC_S.pneumoniae_INF009
400006599
GSM173180
5 m, when sample taken
M
Bacteremia
E.coli
Black
Ceftriaxone
E. coli
PBMC_E.coli_INF012
400006600
GSM173181
5 m, when sample taken
F
UTI
E.coli
Caucasian
Ceftriaxone
E. coli
PBMC_E.coli_INF013
400006601
GSM173182
3 y, when sample taken
M
Osteomyelitis
S. aureus
Black
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF024
400006602
GSM173183
2m, when sample taken
M
Meningitis
S. pneumoniae
Hispanic
Ampicillin/Ceftriaxone
S. pneumoniae
PBMC_S.pneumoniae_INF025
400006603
GSM173184
15 y, when sample taken
M
Bacteremia
S. aureus
Black
Vancomycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF030
400006604
GSM173185
3 m, when sample taken
F
UTI
E.coli
Hispanic
Gentamicin
E. coli
PBMC_E.coli_INF031
400006605
GSM173186
16y, when sample taken
F
Pyelonephritis
E.coli
Caucasian
Gentamicin
E. coli
PBMC_E.coli_INF034
400006606
GSM173187
12 y, when sample taken
M
Osteomyelitis/bacteremia
S. aureus
Caucasian
Cefazolin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF040
400006607
GSM173188
23m, when sample taken
F
Pneumonia/Empyema
S. pneumoniae
Caucasian
Ceftriaxone
S. pneumoniae
PBMC_S.pneumoniae_INF041
400006608
GSM173189
7 y, when sample taken
M
Hip abscess/bacteremia
S. aureus
Black
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF043
400006609
GSM173190
2 m, when sample taken
M
UTI
E.coli
Caucasian
Ampicillin/ceftriaxone
E. coli
PBMC_E.coli_INF048
400006610
GSM173191
11m, when sample taken
M
Resp distress
Influenza
Hispanic
Cefuroxime
Influenza A
PBMC_InfluenzaA_INF055
400006611
GSM173192
3 m, when sample taken
F
UTI/bacteremia
E.coli
Black
Gentamicin
E. coli
PBMC_E.coli_INF057
400006612
GSM173193
2 y, when sample taken
M
Osteomyelitis
S. aureus
Caucasian
Clindamycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF062
400006613
GSM173194
10m, when sample taken
F
Meningitis/Bacteremia
S. pneumoniae
Caucasian
Vancomycin/Ceftriaxone
S. pneumoniae
PBMC_S.pneumoniae_INF064
400006614
GSM173195
3m, when sample taken
F
Pneumonia
S. aureus
Black
Vancomycin/Gentamicin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF066
400006615
GSM173196
7 y, when sample taken
F
Osteomyelitis/bacteremia
S. aureus
Caucasian
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF067
400006616
GSM173197
9m, when sample taken
M
Lung abscess
S. aureus
Hispanic
Vancomycin/Cefazolin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF069
400006617
GSM173198
15m, when sample taken
F
Abscess
S. aureus
Caucasian
Vancomycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF070
400006618
GSM173199
4 m, when sample taken
F
UTI/bacteremia
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF074
400006619
GSM173200
2 m, when sample taken
M
UTI
E.coli
Hispanic
Ampicillin/Ceftriaxone
E. coli
PBMC_E.coli_INF082
400006620
GSM173201
18 y, when sample taken
F
Abcess
S. aureus
Black
Cefazolin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF084
400006621
GSM173202
3 m, when sample taken
M
UTI
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF086
400006622
GSM173203
19m, when sample taken
F
Fever
Influenza
Caucasian
Cefuroxime
Influenza A
PBMC_InfluenzaA_INF087
400006623
GSM173204
11m, when sample taken
M
Osteomyelitis/bacteremia
S. aureus
Hispanic
Vancomycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF088
400006624
GSM173205
4m, when sample taken
F
Abcess
S. aureus
Black
Clindamycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF089
400006625
GSM173206
8m, when sample taken
M
Septic arthiritis/bacteremia
S. aureus
Black
Oxacillin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF090
400006626
GSM173207
1m, when sample taken
F
Fever
Influenza
Hispanic
Ampicillin/Ceftriaxone
Influenza A
PBMC_InfluenzaA_INF092
400006627
GSM173208
4 y, when sample taken
M
Fever
Influenza
Hispanic
None
Influenza A
PBMC_InfluenzaA_INF095
400006628
GSM173209
16 m, when sample taken
M
Pneumonia/Empyema
S. pneumoniae
Hispanic
Ceftriaxone/Azithromycin
S. pneumoniae
PBMC_S.pneumoniae_INF096
400006629
GSM173211
4m, when sample taken
M
Fever
Influenza
Hispanic
Cefuroxime/Oseltamivir
Influenza A
PBMC_InfluenzaA_INF101
400006630
GSM173212
17m, when sample taken
M
Fever
Influenza
Hispanic
Ceftriaxone
Influenza A
PBMC_InfluenzaA_INF104
400006631
GSM173213
4 y, when sample taken
F
Fever
Influenza
Hispanic
Ceftriaxone/Acyclovir/Oseltamivir
Influenza A
PBMC_InfluenzaA_INF105
400006632
GSM173214
1.5m, when sample taken
M
Fever
Influenza
Asian
Ampicillin/Ceftriaxone
Influenza A
PBMC_InfluenzaA_INF107
400006633
GSM173215
5m, when sample taken
M
Fever
Influenza
Hispanic
Ceftriaxone
Influenza A
PBMC_InfluenzaA_INF108
400006634
GSM173216
1m, when sample taken
M
Fever
Influenza
Hispanic
Ampicillin/Gentamicin
Influenza A
PBMC_InfluenzaA_INF112
400006635
GSM173217
7m, when sample taken
F
Septic arthritis
S. pneumoniae
Hispanic
Ceftriaxone/Clindamycin
S. pneumoniae
PBMC_S.pneumoniae_INF113
400006636
GSM173218
18m, when sample taken
F
Fever
Influenza
Black
Cefuroxime/Oseltamivir
Influenza A
PBMC_InfluenzaA_INF114
400006637
GSM173219
20m, when sample taken
M
Seizures
Influenza
Caucasian
Amoxicillin
Influenza A
PBMC_InfluenzaA_INF115
400006638
GSM173220
2 y, when sample taken
M
Fever
Influenza
Caucasian
Cefuroxime/Clindamycin
Influenza A
PBMC_InfluenzaA_INF116
400006639
GSM173221
24 y, when sample taken
F
Fever
Influenza
Caucasian
None
Influenza A
PBMC_InfluenzaA_INF117
400006640
GSM173222
1.5m, when sample taken
M
UTI
E.coli
Caucasian
Gentamicin/Ampicillin
E. coli
PBMC_E.coli_INF118
400006641
GSM173223
1.5m, when sample taken
M
UTI
E.coli
Hispanic
Ampicillin/Ceftriaxone
E. coli
PBMC_E.coli_INF120
400006642
GSM173224
11m, when sample taken
F
Fever
Influenza
Hispanic
Cefuroxime
Influenza A
PBMC_InfluenzaA_INF128
400006643
GSM173225
22m, when sample taken
M
Healthy
Healthy
Caucasian
 
None
PBMC_Healthy_INF12N
400006644
GSM173226
6m, when sample taken
M
Resp distress
Influenza
Caucasian
Oxacillin/Tobramycin
Influenza A
PBMC_InfluenzaA_INF132
400006645
GSM173227
2 m, when sample taken
M
UTI
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF133
400006646
GSM173228
1 m, when sample taken
M
UTI
E.coli
Hispanic
Ampicillin/Ceftriaxone
E. coli
PBMC_E.coli_INF139
400006647
GSM173229
8y, when sample taken
F
UTI
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF148
400006648
GSM173230
9 y, when sample taken
F
Osteomyelitis/bacteremia
S. aureus
Black
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF150
400006649
GSM173231
1.5m, when sample taken
M
UTI
E.coli
Hispanic
Gentamicin/Ampicillin
E. coli
PBMC_E.coli_INF151
400006650
GSM173232
2.5m, when sample taken
M
Bactermia
E.coli
Black
Ceftriaxone/Gentamicin
E. coli
PBMC_E.coli_INF152
400006651
GSM173233
2 m, when sample taken
M
UTI
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF154
400006652
GSM173234
0.25y, when sample taken
M
Meningitis
S. pneumoniae
Hispanic
Ceftriaxone/Vancomycin
S. pneumoniae
PBMC_S.pneumoniae_INF155
400006653
GSM173235
1.7m, when sample taken
M
UTI
E.coli
Hispanic
Ampicillin/Ceftriaxone
E. coli
PBMC_E.coli_INF161
400006654
GSM173236
3 m, when sample taken
F
UTI
E.coli
Caucasian
Ceftriaxone
E. coli
PBMC_E.coli_INF168
400006655
GSM173237
3 m, when sample taken
F
UTI
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF171
400006656
GSM173238
0.5m, when sample taken
F
UTI/bacteremia
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF175
400006657
GSM173239
12 y, when sample taken
M
Endocarditis/bacteremia
S. aureus
Caucasian
Oxacillin/Gentamicin/Rifampin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF179
400006658
GSM173240
1 m, when sample taken
M
UTI/bacteremia
E.coli
Hispanic
Gentamicin/Ampicillin
E. coli
PBMC_E.coli_INF180
400006659
GSM173241
1.5m, when sample taken
M
UTI
E.coli
Hispanic
Ampicillin/Gentamicin/Ceftriaxone
E. coli
PBMC_E.coli_INF183
400006660
GSM173242
0.5m, when sample taken
F
UTI/bacteremia
E.coli
Caucasian
Gentamicin/Ampicillin
E. coli
PBMC_E.coli_INF184
400006661
GSM173243
1.5m, when sample taken
M
UTI
E.coli
Caucasian
Ampicillin/Gentamicin/Ceftriaxone
E. coli
PBMC_E.coli_INF188
400006662
GSM173244
1.25m, when sample taken
M
UTI
E.coli
Caucasian
Gentamicin/Ampicillin
E. coli
PBMC_E.coli_INF197
400006663
GSM173245
4m, when sample taken
M
Healthy
Healthy
Hispanic
 
None
PBMC_Healthy_INF19N
400006664
GSM173246
2 y, when sample taken
M
Healthy
Healthy
Caucasian
 
None
PBMC_Healthy_INF204
400006665
GSM173247
7 y, when sample taken
M
Pneumonia/Bacteremia
S. aureus
Hispanic
Vancomycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF205
400006666
GSM173248
1 y, when sample taken
F
Abscess
S. aureus
Hispanic
Clindamycin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF206
400006667
GSM173249
10 y, when sample taken
F
Osteomyelitis/bacteremia/Pneumonia
S. aureus
Caucasian
Vancomycin/Clindamycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF208
400006668
GSM173250
11m, when sample taken
M
Healthy
Healthy
Hispanic
 
None
PBMC_Healthy_INF20N
400006669
GSM173251
10 y, when sample taken
F
Osteomyelitis/bacteremia
S. aureus
Hispanic
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF216
400006670
GSM173252
5 m, when sample taken
F
UTI/bacteremia
E.coli
Caucasian
Ceftriaxone
E. coli
PBMC_E.coli_INF219
400006671
GSM173253
11 y, when sample taken
M
Osteomyelitis/bacteremia
S. aureus
Hispanic
Cefazolin/Rifampin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF220
400006672
GSM173254
6 y, when sample taken
F
Osteomyelitis/bacteremia
S. aureus
Black
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF221
400006673
GSM173255
3 m, when sample taken
F
UTI/bacteremia
E.coli
Hispanic
Ceftriaxone/Gentamicin
E. coli
PBMC_E.coli_INF222
400006674
GSM173256
10 y, when sample taken
M
Osteomyelitis/bacteremia
S. aureus
Caucasian
Oxacillin/Rifampin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF224
400006675
GSM173257
4 m, when sample taken
F
UTI/bacteremia
E.coli
Hispanic
Ceftriaxone
E. coli
PBMC_E.coli_INF229
400006676
GSM173258
0.91y, when sample taken
F
Pneumonia/Bacteremia
S. aureus
Black
Vancomycin/Rifampin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF241
400006677
GSM173259
13m, when sample taken
M
Pneumonia/Bacteremia
S. aureus
Black
Clindamycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF242
400006678
GSM173260
8y, when sample taken
F
Osteomyelitis/bacteremia
S. aureus
Caucasian
Cefazolin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF258
400006679
GSM173261
3m, when sample taken
F
Pneumonia
Influenza
Hispanic
None
Influenza A
PBMC_InfluenzaA_INF259
400006680
GSM173262
11m, when sample taken
F
Healthy
Healthy
Hispanic
 
None
PBMC_Healthy_INF25N
400006681
GSM173263
13y, when sample taken
M
Meningitis
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
PBMC_S.pneumoniae_INF261
400006682
GSM173264
13, when sample taken
M
Skin/Soft Tissue Abscess/Bacteremia
S. aureus
Hispanic
Clindamycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF262
400006683
GSM173265
13y, when sample taken
M
Suppurative arthritis
S. aureus
Black
Vancomycin/Cefazolin/Gentamicin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF264
400006684
GSM173267
2 y, when sample taken
F
Pneumonia/Empyema
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
PBMC_S.pneumoniae_INF265_j7657238
400006685
GSM173268
36y, when sample taken
F
Fever
Influenza
Caucasian
None
Influenza A
PBMC_InfluenzaA_INF266
400006686
GSM173270
3y, when sample taken
M
Pneumonia/Empyema
S. pneumoniae
Hispanic
Ceftriaxone/Clindamycin
S. pneumoniae
PBMC_S.pneumoniae_INF268_j5294684
400006687
GSM173271
13y, when sample taken
M
Osteomyelitis
S. aureus
Black
Clindamycin
S. aureus, MSSA
PBMC_S.aureus_MSSA_INF271
400006688
GSM173273
16y, when sample taken
M
Pneumonia/Empyema
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
PBMC_S.pneumoniae_INF277_j4695042
400006689
GSM173274
10m, when sample taken
M
Healthy
Healthy
Caucasian
 
None
PBMC_Healthy_INF27N
400006690
GSM173275
3y, when sample taken
F
Osteomyelitis
S. aureus
Caucasian
Clindamycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF281
400006691
GSM173277
3y, when sample taken
F
Pneumonia/Bacteremia
S. pneumoniae
Caucasian
Ceftriaxone/Vancomycin
S. pneumoniae
PBMC_S.pneumoniae_INF287_j8790090
400006692
GSM173280
2 y, when sample taken
M
Pneumonia/Empyema
S. pneumoniae
Hispanic
Ceftriaxone/Vancomycin
S. pneumoniae
PBMC_S.pneumoniae_INF289_j6962833
400006693
GSM173284
3 y, when sample taken
F
Cellulitis
S. aureus
Hispanic
Vancomycin
S. aureus, MRSA
PBMC_S.aureus_MRSA_INF315
400006694

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