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Clinical

A Transcriptomic Reporter Assay Employing Neutrophils to Measure Immunogenic Activity of Septic Patients' Plasma (Expt. 2)-GSE49756

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=29) and from uninfected controls (n=17). 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

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Controls

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Methods

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Additional Information
  • Khaenam P, Rinchai D, Altman MC, Chiche L et al. A transcriptomic reporter assay employing neutrophils to measure immunogenic activity of septic patients' plasma. J Transl Med 2014 Mar 11;12:65. PMID: 24612859
  • Microarray
    Illumina HumanHT-12 v4
    49 Samples Loaded: 49
    Human (Homo sapiens)
    Neutrophils
    Sepsis
    Sample Set Spreadsheet
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    Samples Preview
    Sample ID Gender !Sample_title cell type bacterial identification activators
    GSM1206538 - H3-LPS1 neutrophil - LPS
    GSM1206539 - H3-Med1 neutrophil - Medium alone
    GSM1206540 - H3-Med2 neutrophil - Medium alone
    GSM1206541 Female H3-Ot9 neutrophil Sphingomonas spp. Septic plasma
    GSM1206542 Female H3-BP13 neutrophil Burkholderia pseudomallei Septic plasma
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    Raw Signal
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    Sample ID Gender !Sample Title Cell type Bacterial identification Activators Day of blood collection Age (years) Experiment Donors Severity Sample id
    GSM1206538
    -
    H3-LPS1
    neutrophil
    -
    LPS
    -
    -
    II
    H2
    -
    LPS1
    GSM1206539
    -
    H3-Med1
    neutrophil
    -
    Medium alone
    -
    -
    II
    H2
    -
    Med1
    GSM1206540
    -
    H3-Med2
    neutrophil
    -
    Medium alone
    -
    -
    II
    H2
    -
    Med2
    GSM1206541
    Female
    H3-Ot9
    neutrophil
    Sphingomonas spp.
    Septic plasma
    1
    71
    II
    H2
    Non-severe
    Ot9
    GSM1206542
    Female
    H3-BP13
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    3
    40
    II
    H2
    Non-severe
    Bp13
    GSM1206543
    Male
    H3-BP7
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    5
    39
    II
    H2
    Severe
    Bp7
    GSM1206544
    Male
    H3-BP14
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    1
    87
    II
    H2
    Severe
    Bp14
    GSM1206545
    Male
    H3-BP25
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    2
    59
    II
    H2
    Severe
    Bp25
    GSM1206546
    Female
    H3-Ot13
    neutrophil
    Escherichia coli
    Septic plasma
    1
    79
    II
    H2
    Non-severe
    Ot13
    GSM1206547
    Male
    H3-BP24
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    1
    42
    II
    H2
    Severe
    Bp24
    GSM1206548
    Female
    H3-Ot12
    neutrophil
    Streptococcus pyrogenes
    Septic plasma
    1
    77
    II
    H2
    Non-severe
    Ot12
    GSM1206549
    Male
    H3-Ot20
    neutrophil
    Escherichia coli
    Septic plasma
    1
    85
    II
    H2
    Severe
    Ot20
    GSM1206550
    Male
    H3-BP12
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    3
    72
    II
    H2
    Severe
    Bp12
    GSM1206551
    Male
    H3-Ot15
    neutrophil
    Sphingobacterium spp.
    Septic plasma
    1
    79
    II
    H2
    Non-severe
    Ot15
    GSM1206552
    Female
    H3-Ot24
    neutrophil
    Escherichia coli
    Septic plasma
    2
    77
    II
    H2
    Severe
    Ot24
    GSM1206553
    Female
    H3-BP17
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    2
    43
    II
    H2
    Severe
    Bp17
    GSM1206554
    Male
    H3-BP10
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    4
    69
    II
    H2
    Severe
    Bp10
    GSM1206555
    Female
    H3-Ot10
    neutrophil
    Escherichia coli
    Septic plasma
    1
    64
    II
    H2
    Non-severe
    Ot10
    GSM1206556
    Male
    H3-BP11
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    3
    71
    II
    H2
    Non-severe
    Bp11
    GSM1206557
    Male
    H3-BP20
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    1
    65
    II
    H2
    Severe
    Bp20
    GSM1206558
    Male
    H3-Ot8
    neutrophil
    Citrobacter freundii
    Septic plasma
    5
    74
    II
    H2
    Severe
    Ot8
    GSM1206559
    Male
    H3-Ot22
    neutrophil
    Staphylococcus aureus
    Septic plasma
    1
    55
    II
    H2
    Severe
    Ot22
    GSM1206560
    Female
    H3-Ot11
    neutrophil
    Enterobacter cloacae
    Septic plasma
    1
    87
    II
    H2
    Non-severe
    Ot11
    GSM1206561
    Female
    H3-BP26
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    1
    44
    II
    H2
    Severe
    Bp26
    GSM1206562
    Male
    H3-Ot7
    neutrophil
    Staphylococcus aureus
    Septic plasma
    3
    44
    II
    H2
    Non-severe
    Ot7
    GSM1206563
    Female
    H3-Ot19
    neutrophil
    Klebsiella pneumoniae
    Septic plasma
    2
    76
    II
    H2
    Severe
    Ot19
    GSM1206564
    Female
    H3-BP9
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    4
    65
    II
    H2
    Non-severe
    Bp9
    GSM1206565
    Male
    H3-BP8
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    1
    69
    II
    H2
    Non-severe
    Bp8
    GSM1206566
    Female
    H3-Ot18
    neutrophil
    Enterococcus spp.
    Septic plasma
    1
    40
    II
    H2
    Severe
    Ot18
    GSM1206567
    Male
    H3-BP22
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    1
    63
    II
    H2
    Severe
    Bp22
    GSM1206568
    Male
    H3-BP19
    neutrophil
    Burkholderia pseudomallei
    Septic plasma
    4
    69
    II
    H2
    Non-severe
    Bp19
    GSM1206569
    Male
    H3-Ot26
    neutrophil
    Escherichia coli
    Septic plasma
    1
    88
    II
    H2
    Severe
    Ot26
    GSM1206570
    Female
    H3-HC17
    neutrophil
    -
    Uninfected plasma
    1
    45
    II
    H2
    -
    HC17
    GSM1206571
    Male
    H3-HC13
    neutrophil
    -
    Uninfected plasma
    1
    49
    II
    H2
    -
    HC13
    GSM1206572
    Female
    H3-HC18
    neutrophil
    -
    Uninfected plasma
    1
    48
    II
    H2
    -
    HC18
    GSM1206573
    Male
    H3-HC24
    neutrophil
    -
    Uninfected plasma
    1
    51
    II
    H2
    -
    HC24
    GSM1206574
    Female
    H3-HC12
    neutrophil
    -
    Uninfected plasma
    1
    40
    II
    H2
    -
    HC12
    GSM1206575
    Male
    H3-HC14
    neutrophil
    -
    Uninfected plasma
    1
    54
    II
    H2
    -
    HC14
    GSM1206576
    Male
    H3-HC21
    neutrophil
    -
    Uninfected plasma
    1
    35
    II
    H2
    -
    HC21
    GSM1206577
    Female
    H3-HC16
    neutrophil
    -
    Uninfected plasma
    1
    50
    II
    H2
    -
    HC16
    GSM1206578
    Male
    H3-HC8
    neutrophil
    -
    Uninfected plasma
    1
    59
    II
    H2
    -
    HC8
    GSM1206579
    Male
    H3-HC20
    neutrophil
    -
    Uninfected plasma
    1
    47
    II
    H2
    -
    HC20
    GSM1206580
    Female
    H3-HC15
    neutrophil
    -
    Uninfected plasma
    1
    35
    II
    H2
    -
    HC15
    GSM1206581
    Female
    H3-HC22
    neutrophil
    -
    Uninfected plasma
    1
    55
    II
    H2
    -
    HC22
    GSM1206582
    Male
    H3-HC7
    neutrophil
    -
    Uninfected plasma
    1
    49
    II
    H2
    -
    HC7
    GSM1206583
    Male
    H3-HC25
    neutrophil
    -
    Uninfected plasma
    1
    51
    II
    H2
    -
    HC25
    GSM1206584
    Female
    H3-HC10
    neutrophil
     
    Uninfected plasma
    1
    39
    II
    H2
    -
    HC10
    GSM1206585
    Male
    H3-HC11
    neutrophil
     
    Uninfected plasma
    1
    39
    II
    H2
    -
    HC11
    GSM1206586
    Female
    H3-HC23
    neutrophil
    -
    Uninfected plasma
    1
    38
    II
    H2
    -
    HC23

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