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A Transcriptomic Reporter Assay Employing Neutrophils to Measure Immunogenic Activity of Septic Patients Plasma - Neutrophils, experiment III -GSE49757

Purpose

The wide array of molecules carried by plasma regulates critical immune functions and constitutes valuable biomarkers and therapeutic targets. In recent years the introduction of “systems approaches” has provided investigators with powerful means for assessing immune responses in patient samples on a global scale. However, while the use of genome-wide profiling technologies has become widespread, measuring the plasma proteome still presents considerable challenges. An alternative approach that consists in measuring transcriptome responses in reporter cells exposed in vitro to patient plasma has been successfully employed in a limited number of studies. Here we devised such a “Transcriptomic Reporter Assay” system to assess the immunogenicity of plasma from septic patients and evaluate its potential for biomarker discovery. Sepsis is a common, severe systemic infectious process for which physicians still lack efficient diagnostic or prognostic tools. Of the three different cell reporter systems tested, neutrophils were identified as the most capable “plasma sensor”. Compared to peripheral blood mononuclear cells and dendritic cell preparations neutrophils were best able to discriminate between plasma from septic and control subjects and responded by upregulating a robust immune transcriptional program. Additionally, the amplitude of the neutrophil transcriptomic response was shown to be associated with disease severity in two additional sets of patients. Overall, our results demonstrate both the suitability and potential clinical relevance of a neutrophil reporter assay for assessing immunopathogenic processes in a complex and severe condition such as sepsis.

Hypothesis

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Experimental Design

Polymorphonuclear neutrophils (PMNs) were isolated a healthy donor. Plasma samples were obtained from a first set of patients with culture-confirmed sepsis (n=35) and from uninfected controls (n=19). PMNs were cultured for 6 h in medium alone, plasma from patients with sepsis, plasma from uninfected controls, and LPS using a final concentration of 20%. Transcriptional profiles were acquired using Illumina HumanHT12 V4 BeadChips.

Experimental Variables

Septic Plasma Exposure (2021 ICD-10-CM code* = Not Applicable)

Controls

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Methods

The data were preprocessed using R, which included the following steps: quantile normalization, flooring all intensities <10 to 10, log2 transformation, and PALO (present at least once) filter. PALO, which selects only transcripts with detection p-values < 0.01 in at least one sample, was performed to reduce background noise.

Additional Information

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Microarray
Illumina HumanHT-12 v4
56 Samples Loaded: 56
Human (Homo sapiens)
Neutrophils
Septic Plasma Exposure
RNA was extracted using the QIAGEN MicroRNeasy mini kit in accordance with the prescribed protocol provided with the kit. Quality control was performed with the Agilent Bioanalyser.
Sample Set Spreadsheet
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Samples Preview
Sample ID !Sample Title Gender Cell type activators experiment
GSM1206587 H5-Med1 - neutrophila Medium alone III
GSM1206588 H5-Med2 - neutrophila Medium alone III
GSM1206589 H5-Ot8 Female neutrophila Septic plasma III
GSM1206590 H5-Ot10 Male neutrophila Septic plasma III
GSM1206591 H5-Bp1 Male neutrophila Septic plasma III
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File
sampleset4000074_sampleannotations_v1.csv
Sample Set Spreadsheet
sampleset4000074_sampleannotations_v1.csv
Sample Set Spreadsheet
sampleset4000074_sampleannotations_v1.csv
Sample Set Spreadsheet
Log2 Transformed
Raw Signal
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Sample ID !Sample Title Gender Cell type Activators Experiment Donors Severity Age (years) Bacterial identification Day of blood collection Sample id
GSM1206587
H5-Med1
-
neutrophila
Medium alone
III
H2
-
 
-
 
Med1
GSM1206588
H5-Med2
-
neutrophila
Medium alone
III
H2
-
 
-
 
Med2
GSM1206589
H5-Ot8
Female
neutrophila
Septic plasma
III
H2
Severe
74
Corynbacterium spp.
0
Ot8
GSM1206590
H5-Ot10
Male
neutrophila
Septic plasma
III
H2
Non-severe
41
Candida albicans
0
Ot10
GSM1206591
H5-Bp1
Male
neutrophila
Septic plasma
III
H2
Severe
55
Burkholderia pseudomallei
1
Bp1
GSM1206592
H5-Ot52
Female
neutrophila
Septic plasma
III
H2
Severe
42
Citrobacter freundii
0
Ot52
GSM1206593
H5-Ot7
Female
neutrophila
Septic plasma
III
H2
Severe
69
Candida albicans
0
Ot7
GSM1206594
H5-Ot53
Female
neutrophila
Septic plasma
III
H2
Severe
91
Staphylococcus aureus
0
Ot53
GSM1206595
H5-Bp23
Female
neutrophila
Septic plasma
III
H2
Severe
41
Burkholderia pseudomallei
0
Bp23
GSM1206596
H5-Ot49
Female
neutrophila
Septic plasma
III
H2
Severe
59
Acinetobacter baumannii
0
Ot49
GSM1206597
H5-Bp32
Female
neutrophila
Septic plasma
III
H2
Severe
49
Burkholderia pseudomallei
0
Bp32
GSM1206598
H5-Ot38
Female
neutrophila
Septic plasma
III
H2
Non-severe
70
Escherichia coli
0
Ot38
GSM1206599
H5-Ot30
Female
neutrophila
Septic plasma
III
H2
Severe
75
Viridans Streptococci
1
Ot30
GSM1206600
H5-Bp27
Female
neutrophila
Septic plasma
III
H2
Severe
36
Burkholderia pseudomallei
1
Bp27
GSM1206601
H5-Bp2
Female
neutrophila
Septic plasma
III
H2
Severe
48
Burkholderia pseudomallei
1
Bp2
GSM1206602
H5-Ot2
Male
neutrophila
Septic plasma
III
H2
Non-severe
45
Salmonella spp. (serotype B)
0
Ot2
GSM1206603
H5-Ot27
Female
neutrophila
Septic plasma
III
H2
Non-severe
43
Klebsiella spp.
0
Ot27
GSM1206604
H5-Ot45
Male
neutrophila
Septic plasma
III
H2
Severe
69
Staphylococcus aureus
0
Ot45
GSM1206605
H5-Ot48
Female
neutrophila
Septic plasma
III
H2
Non-severe
54
Acinetobacter Iwoffii
0
Ot48
GSM1206606
H5-Bp9
Male
neutrophila
Septic plasma
III
H2
Non-severe
18
Burkholderia pseudomallei
0
Bp9
GSM1206607
H5-Ot20
Male
neutrophila
Septic plasma
III
H2
Non-severe
48
Enterococus spp.
0
Ot20
GSM1206608
H5-Bp39
Female
neutrophila
Septic plasma
III
H2
Severe
52
Burkholderia pseudomallei
0
Bp39
GSM1206609
H5-Bp6
Male
neutrophila
Septic plasma
III
H2
Non-severe
39
Burkholderia pseudomallei
1
Bp6
GSM1206610
H5-Ot1
Female
neutrophila
Septic plasma
III
H2
Non-severe
52
Acinetobactor baumannii
0
Ot1
GSM1206611
H5-Ot18
Male
neutrophila
Septic plasma
III
H2
Severe
57
Klebsiella pneumoniae
0
Ot18
GSM1206612
H5-Ot58
Female
neutrophila
Septic plasma
III
H2
Non-severe
55
Acinetobacter baumannii
1
Ot58
GSM1206613
H5-Bp35
Male
neutrophila
Septic plasma
III
H2
Non-severe
38
Burkholderia pseudomallei
0
Bp35
GSM1206614
H5-Bp4
Female
neutrophila
Septic plasma
III
H2
Severe
65
Burkholderia pseudomallei
1
Bp4
GSM1206615
H5-Bp36
Male
neutrophila
Septic plasma
III
H2
Non-severe
42
Burkholderia pseudomallei
0
Bp36
GSM1206616
H5-Ot16
Female
neutrophila
Septic plasma
III
H2
Severe
70
Escherichia coli
1
Ot16
GSM1206617
H5-Bp29
Male
neutrophila
Septic plasma
III
H2
Non-severe
51
Burkholderia pseudomallei
0
Bp29
GSM1206618
H5-Ot32
Female
neutrophila
Septic plasma
III
H2
Severe
69
Escherichia coli
0
Ot32
GSM1206619
H5-Bp3
Male
neutrophila
Septic plasma
III
H2
Non-severe
48
Burkholderia pseudomallei
1
Bp3
GSM1206620
H5-Ot21
Female
neutrophila
Septic plasma
III
H2
Non-severe
51
Staphylococcus aureus
0
Ot21
GSM1206621
H5-Ot5
Female
neutrophila
Septic plasma
III
H2
Severe
72
Escherichia coli (ESBL)
1
Ot5
GSM1206622
H5-Bp16
Male
neutrophila
Septic plasma
III
H2
Severe
44
Burkholderia pseudomallei
0
Bp16
GSM1206623
H5-Bp25
Female
neutrophila
Septic plasma
III
H2
Severe
42
Burkholderia pseudomallei
1
Bp25
GSM1206624
H5-DM8
Female
neutrophila
Uninfected plasma
III
H2
-
63
-
 
DM8
GSM1206625
H5-HC7
Female
neutrophila
Uninfected plasma
III
H2
-
46
-
 
HC7
GSM1206626
H5-HC4
Female
neutrophila
Uninfected plasma
III
H2
-
41
-
 
HC4
GSM1206627
H5-HC5
Male
neutrophila
Uninfected plasma
III
H2
-
48
-
 
HC5
GSM1206628
H5-HC9
Female
neutrophila
Uninfected plasma
III
H2
-
48
-
 
HC9
GSM1206629
H5-DM2
Male
neutrophila
Uninfected plasma
III
H2
-
70
-
 
DM2
GSM1206630
H5-DM6
Female
neutrophila
Uninfected plasma
III
H2
-
45
-
 
DM6
GSM1206631
H5-HC1
Female
neutrophila
Uninfected plasma
III
H2
-
40
-
 
HC1
GSM1206632
H5-DM4
Female
neutrophila
Uninfected plasma
III
H2
-
40
-
 
DM4
GSM1206633
H5-HC3
Male
neutrophila
Uninfected plasma
III
H2
-
60
-
 
HC3
GSM1206634
H5-HC6
Female
neutrophila
Uninfected plasma
III
H2
-
42
-
 
HC6
GSM1206635
H5-HC8
Female
neutrophila
Uninfected plasma
III
H2
-
40
-
 
HC8
GSM1206636
H5-HC2
Female
neutrophila
Uninfected plasma
III
H2
-
54
-
 
HC2
GSM1206637
H5-DM7
Male
neutrophila
Uninfected plasma
III
H2
-
41
-
 
DM7
GSM1206638
H5-DM9
Female
neutrophila
Uninfected plasma
III
H2
-
63
-
 
DM9
GSM1206639
H5-DM10
Female
neutrophila
Uninfected plasma
III
H2
-
55
-
 
DM10
GSM1206640
H5-DM1
Female
neutrophila
Uninfected plasma
III
H2
-
48
-
 
DM1
GSM1206641
H5-DM5
Male
neutrophila
Uninfected plasma
III
H2
-
73
-
 
DM5
GSM1206642
H5-DM3
Female
neutrophila
Uninfected plasma
III
H2
-
45
-
 
DM3

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