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Clinical

Peripheral blood RNA gene expression profiling in patients with bacterial meningitis - GSE40586

Purpose

The aim of present study was to describe the genetic pathways activated during the community acquired bacterial meningitis (BM) by using genome-wide RNA expression profiling combined with functional annotation of transcriptional changes. We included 21 patients with BM hospitalized in 2008. The control group consisted of 18 healthy subjects. The RNA was extracted from whole blood, globin mRNA was depleted and gene expression profiling was performed with GeneChip Human Gene 1.0 ST Arrays enabling the analysis of 28,869 genes. Gene expression profile data were analyzed using Bioconductor packages and Bayesian modeling. Functional annotation of the enriched gene sets was used to define changed genetic networks. We also analyzed if the gene expression profile depends on the clinical course and outcome. In order to verify the genechip results, we chose ten functionally relevant genes with high statistical significance (CD177, IL1R2, IL18R1, IL18RAP, OLFM4, TLR5, CPA3, FCER1A, IL5RA, IL7R) and performed quantitative real-time (qRT) PCR.We identified the significant differences at p values of <0.05 in 8569 genes and after False Discovery Rate (FDR) correction, total of 5500 genes remained significant at p value of <0.01. Quantitative RT-PCR confirmed differential expression for selected genes. Functional annotation and network analysis indicated that most of the genes were related to activation of humoral and cellular immune responses (enrichment score 43). Those changes were found in adults and in children with BM compared to the healthy controls. Gene expression profile didn’t depend on the clinical outcome, but there was very strong influence by the type of the pathogen. This study demonstrates a strong functional genomic evidence of the over-active immune response during bacterial meningitis. This hyperactive response possibly explains the complicated clinical course of this disease.

Hypothesis

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Experimental Design

22 bacterial meningitis patients and 18 healthy controls

Experimental Variables

Bacterial meningitis (2021 ICD-10-CM code* = G00.9)

Controls

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Methods

Images were processed using the Affymetrix Microarray Suite 5.0, cel files were normalized with RMA and further analyzed using Bioconductor software based on R language.

Additional Information

https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE40586

Microarray
Affymetrix HuGene 1.0 ST v1
39 Samples Loaded: 39
Human (Homo sapiens)
Whole Blood
Bacterial meningitis
Samples are from bactreial meningitis patients and healthy controls.
RNA was extracted from whole blood of bacterial meningitis patients and healthy controls.
Tempus blood extraction
Sample Set Spreadsheet
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Samples Preview
Sample ID !Sample_title tissue sample group outcome bacteria
GSM997332 US_BM_01_M038 whole blood bacterial meningitis good Streptococcus pneumoniae (Spn)
GSM997333 US_BM_02_K003 whole blood healthy control normal none
GSM997334 US_BM_03_K027 whole blood healthy control normal none
GSM997335 US_BM_04_M042 whole blood bacterial meningitis good Streptococcus pneumoniae (Spn)
GSM997336 US_BM_05_M025 whole blood bacterial meningitis bad A2 (non-Spn)
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Log2 Transformed
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 Sample group Outcome Bacteria
GSM997332
US_BM_01_M038
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997333
US_BM_02_K003
whole blood
healthy control
normal
none
GSM997334
US_BM_03_K027
whole blood
healthy control
normal
none
GSM997335
US_BM_04_M042
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997336
US_BM_05_M025
whole blood
bacterial meningitis
bad
A2 (non-Spn)
GSM997337
US_BM_06_K016
whole blood
healthy control
normal
none
GSM997338
US_BM_07_K024
whole blood
healthy control
normal
none
GSM997339
US_BM_08_M040
whole blood
bacterial meningitis
good
A2 (non-Spn)
GSM997340
US_BM_09_M032
whole blood
bacterial meningitis
bad
Streptococcus pneumoniae (Spn)
GSM997341
US_BM_10_K012
whole blood
healthy control
normal
none
GSM997342
US_BM_11_K010
whole blood
healthy control
normal
none
GSM997343
US_BM_12_K004
whole blood
healthy control
normal
none
GSM997344
US_BM_13_M031
whole blood
bacterial meningitis
bad
Streptococcus pneumoniae (Spn)
GSM997345
US_BM_14_K005
whole blood
healthy control
normal
none
GSM997346
US_BM_16_M047
whole blood
bacterial meningitis
bad
Streptococcus pneumoniae (Spn)
GSM997347
US_BM_17_K006
whole blood
healthy control
good
none
GSM997348
US_BM_18_M004
whole blood
bacterial meningitis
good
A2 (non-Spn)
GSM997349
US_BM_19_M039
whole blood
bacterial meningitis
good
A2 (non-Spn)
GSM997350
US_BM_20_M006
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997351
US_BM_21_K011
whole blood
healthy control
normal
none
GSM997352
US_BM_22_M036
whole blood
bacterial meningitis
good
A2 (non-Spn)
GSM997353
US_BM_23_M014
whole blood
bacterial meningitis
bad
Streptococcus pneumoniae (Spn)
GSM997354
US_BM_24_M002
whole blood
bacterial meningitis
good
A2 (non-Spn)
GSM997355
US_BM_25_M012
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997356
US_BM_26_M028
whole blood
bacterial meningitis
bad
A2 (non-Spn)
GSM997357
US_BM_27_M027
whole blood
bacterial meningitis
bad
Streptococcus pneumoniae (Spn)
GSM997358
US_BM_28_K007
whole blood
healthy control
normal
none
GSM997359
US_BM_29_M023
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997360
US_BM_30_K018
whole blood
healthy control
normal
none
GSM997361
US_BM_31_K008
whole blood
healthy control
normal
none
GSM997362
US_BM_32_M029
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997363
US_BM_33_K009
whole blood
healthy control
normal
none
GSM997364
US_BM_34_M046
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997365
US_BM_35_M041
whole blood
bacterial meningitis
bad
Streptococcus pneumoniae (Spn)
GSM997366
US_BM_36_K020
whole blood
healthy control
normal
none
GSM997367
US_BM_37_M022
whole blood
bacterial meningitis
good
Streptococcus pneumoniae (Spn)
GSM997368
US_BM_38_K015
whole blood
healthy control
normal
none
GSM997369
US_BM_39_K013
whole blood
healthy control
normal
none
GSM997370
US_BM_40_K014
whole blood
healthy control
normal
none

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