A Transcriptomic Reporter Assay Employing Neutrophils to Measure Immunogenic Activity of Septic Patients' Plasma-GSE49755
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.
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Polymorphonuclear neutrophils (PMNs) were isolated from two healthy donors. Plasma samples were obtained from patients with culture-confirmed sepsis (n=12) and from uninfected controls (n=12). PMNs were cultured for 6 hours 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.
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Sample ID | Gender | !Sample_title | cell type | bacterial identification | activators |
---|---|---|---|---|---|
GSM1206498 | Male | H2-PMN-HC6 | neutrophil | - | Uninfected plasma |
GSM1206499 | Female | H1-PMN-Ot3 | neutrophil | Enterococus faecium | Septic plasma |
GSM1206500 | Male | H2-PMN-Bp6 | neutrophil | Burkholderia pseudomallei | Septic plasma |
GSM1206501 | Male | H1-PMN-HC1 | neutrophil | - | Uninfected plasma |
GSM1206502 | Female | H2-PMN-Ot3 | neutrophil | Enterococus faecium | Septic plasma |
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|
GSM1206498 | Male |
H2-PMN-HC6 |
neutrophil |
- |
Uninfected plasma |
- |
56 |
I |
H2 |
- |
HC6 |
GSM1206499 | Female |
H1-PMN-Ot3 |
neutrophil |
Enterococus faecium |
Septic plasma |
0 |
54 |
I |
H1 |
Severe |
Ot3 |
GSM1206500 | Male |
H2-PMN-Bp6 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
4 |
44 |
I |
H2 |
Severe |
Bp6 |
GSM1206501 | Male |
H1-PMN-HC1 |
neutrophil |
- |
Uninfected plasma |
- |
59 |
I |
H1 |
- |
HC1 |
GSM1206502 | Female |
H2-PMN-Ot3 |
neutrophil |
Enterococus faecium |
Septic plasma |
0 |
54 |
I |
H2 |
Severe |
Ot3 |
GSM1206503 | Female |
H1-PMN-Ot6 |
neutrophil |
Escherichia coli (ESBL) |
Septic plasma |
30 |
70 |
I |
H1 |
Severe |
Ot6 |
GSM1206504 | Female |
H2-PMN-HC4 |
neutrophil |
- |
Uninfected plasma |
- |
64 |
I |
H2 |
- |
HC4 |
GSM1206505 | - |
H1-PMN-M1 |
neutrophil |
- |
Medium alone |
- |
- |
I |
H1 |
Medium |
M1 |
GSM1206506 | - |
H2-PMN-M1 |
neutrophil |
- |
Medium alone |
- |
- |
I |
H2 |
Medium |
M1 |
GSM1206507 | Male |
H1-PMN-Ot1 |
neutrophil |
Streptococcus pnumoniae |
Septic plasma |
0 |
24 |
I |
H1 |
Severe |
Ot1 |
GSM1206508 | - |
H2-PMN-LPS1 |
neutrophil |
- |
LPS |
- |
- |
I |
H2 |
LPS |
LPS |
GSM1206509 | Male |
H1-PMN-Bp6 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
4 |
44 |
I |
H1 |
Severe |
Bp6 |
GSM1206510 | Female |
H2-PMN-Ot6 |
neutrophil |
Escherichia coli (ESBL) |
Septic plasma |
30 |
70 |
I |
H2 |
Severe |
Ot6 |
GSM1206511 | Female |
H1-PMN-HC4 |
neutrophil |
- |
Uninfected plasma |
- |
64 |
I |
H1 |
- |
HC4 |
GSM1206512 | Male |
H2-PMN-Bp5 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
3 |
85 |
I |
H2 |
Non-severe |
Bp5 |
GSM1206513 | Female |
H1-PMN-Ot4 |
neutrophil |
Klebsiella pneumoniae |
Septic plasma |
1 |
74 |
I |
H1 |
Severe |
Ot4 |
GSM1206514 | Male |
H1-PMN-Bp4 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
3 |
66 |
I |
H1 |
Severe |
Bp4 |
GSM1206515 | Male |
H2-PMN-HC2 |
neutrophil |
- |
Uninfected plasma |
- |
60 |
I |
H2 |
- |
HC2 |
GSM1206516 | Male |
H1-PMN-HC5 |
neutrophil |
- |
Uninfected plasma |
- |
56 |
I |
H1 |
- |
HC5 |
GSM1206517 | Male |
H1-PMN-Bp2 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
22 |
50 |
I |
H1 |
Severe |
Bp2 |
GSM1206518 | Male |
H2-PMN-Bp1 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
1 |
57 |
I |
H2 |
Severe |
Bp1 |
GSM1206519 | Male |
H2-PMN-HC5 |
neutrophil |
- |
Uninfected plasma |
- |
56 |
I |
H2 |
- |
HC5 |
GSM1206520 | Male |
H1-PMN-Bp1 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
1 |
57 |
I |
H1 |
Severe |
Bp1 |
GSM1206521 | Male |
H1-PMN-Bp5 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
3 |
85 |
I |
H1 |
Non-severe |
Bp5 |
GSM1206522 | Male |
H2-PMN-Ot1 |
neutrophil |
Streptococcus pnumoniae |
Septic plasma |
0 |
24 |
I |
H2 |
Severe |
Ot1 |
GSM1206523 | Male |
H2-PMN-Bp2 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
22 |
50 |
I |
H2 |
Severe |
Bp2 |
GSM1206524 | - |
H1-PMN-LPS1 |
neutrophil |
- |
LPS |
- |
- |
I |
H1 |
LPS |
LPS |
GSM1206525 | Male |
H2-PMN-Bp4 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
3 |
66 |
I |
H2 |
Severe |
Bp4 |
GSM1206526 | Male |
H1-PMN-Bp3 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
2 |
72 |
I |
H1 |
Severe |
Bp3 |
GSM1206527 | Female |
H2-PMN-HC3 |
neutrophil |
- |
Uninfected plasma |
- |
57 |
I |
H2 |
- |
HC3 |
GSM1206528 | Male |
H1-PMN-HC6 |
neutrophil |
- |
Uninfected plasma |
- |
56 |
I |
H1 |
- |
HC6 |
GSM1206529 | Male |
H2-PMN-HC1 |
neutrophil |
- |
Uninfected plasma |
- |
59 |
I |
H2 |
- |
HC1 |
GSM1206530 | Female |
H1-PMN-Ot2 |
neutrophil |
Streptococcus pnumoniae |
Septic plasma |
0 |
60 |
I |
H1 |
Severe |
Ot2 |
GSM1206531 | Male |
H2-PMN-Bp3 |
neutrophil |
Burkholderia pseudomallei |
Septic plasma |
2 |
72 |
I |
H2 |
Severe |
Bp3 |
GSM1206532 | Female |
H1-PMN-HC3 |
neutrophil |
- |
Uninfected plasma |
- |
57 |
I |
H1 |
- |
HC3 |
GSM1206533 | Female |
H2-PMN-Ot4 |
neutrophil |
Klebsiella pneumoniae |
Septic plasma |
1 |
74 |
I |
H2 |
Severe |
Ot4 |
GSM1206534 | Female |
H1-PMN-Ot5 |
neutrophil |
Pseudomonas aeruginosa |
Septic plasma |
0 |
77 |
I |
H1 |
Severe |
Ot5 |
GSM1206535 | Female |
H2-PMN-Ot5 |
neutrophil |
Pseudomonas aeruginosa |
Septic plasma |
0 |
77 |
I |
H2 |
Severe |
Ot5 |
GSM1206536 | Male |
H1-PMN-HC2 |
neutrophil |
- |
Uninfected plasma |
- |
60 |
I |
H1 |
- |
HC2 |
GSM1206537 | Female |
H2-PMN-Ot2 |
neutrophil |
Streptococcus pnumoniae |
Septic plasma |
0 |
60 |
I |
H2 |
Severe |
Ot2 |
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