Whole blood transcriptome analysis of Septic shock patients according to early therapy response - GSE110487
Septic shock is the most severe complication of sepsis, associated with high mortality. The patient’s response to supportive therapy is very heterogeneous and the underlying mechanisms are still elusive. In order to identify which are the actors (genes and pathways) that play a role in establishing the response, we investigate the whole blood transcriptome in septic shock patients with positive and negative responses to early supportive hemodynamic therapy, assessed by changes in SOFA scores within the first 48 hours from ICU admission. We pinpointed genes and pathways that are differently modulated and enriched respectively within 48hrs between responders and non-responders.
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We analyzed 31 patients (17 Responders and 14 Not Responders to early therapy). For each patient, 2 samples were collected. In particular the first sample (T1) collected within 16 hours from ICU admission whereas the second (T2) collected within 48 hours from ICU admission. Experimental groups (Responders and Not Responders) are defined accordingly with SOFA scores improvements within 48 hours.
Septic shock (2021 ICD-10-CM code* = R65.21)
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Basecalls performed using CASAVA version 1.8.2Trimming performed with Trimmomatic v0.35, with following parameters: MINLEN:40, AVGQUAL:25 and TRAILING:15Trimmed reads aligned to GRCh38 using STAR v.2.5.2b using as reference transcript the gencode (v.25) primary assembly gene transfer file (GTF).Gene counting performed on files including only uniquely mapped fragments using featurecounts v1.5.1 with custom parameters: --minOverlap 5; only both reads, no multimapping.Genome_build: GRCh38Supplementary_files_format_and_content: excel file including raw counts for each sample (columns) across 58906 genes (rows) [counts matrix]
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE110487
Sample ID | tissue | Grouping | Sample Numbers | Sample Source | Sample characteristics |
---|---|---|---|---|---|
E04T1 | Whole blood cells collected from patient after septic shock | Responder T1 | GSM2992274 | Responder T1 patient1 | E04 |
E04T2 | Whole blood cells collected from patient after septic shock | Responder T2 | GSM2992275 | Responder T2 patient1 | E04 |
E07T1 | Whole blood cells collected from patient after septic shock | Not Responder T1 | GSM2992276 | Not Responder T1 patient1 | E07 |
E07T2 | Whole blood cells collected from patient after septic shock | Not Responder T2 | GSM2992277 | Not Responder T2 patient1 | E07 |
E15T1 | Whole blood cells collected from patient after septic shock | Not Responder T1 | GSM2992278 | Not Responder T1 patient2 | E15 |
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Sample ID | Tissue | Grouping | Sample Numbers | Sample Source | Sample characteristics | Timepoints | Clinical |
---|---|---|---|---|---|---|---|
E04T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992274 |
Responder T1 patient1 |
E04 |
T1 |
R |
E04T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992275 |
Responder T2 patient1 |
E04 |
T2 |
R |
E07T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992276 |
Not Responder T1 patient1 |
E07 |
T1 |
NR |
E07T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992277 |
Not Responder T2 patient1 |
E07 |
T2 |
NR |
E15T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992278 |
Not Responder T1 patient2 |
E15 |
T1 |
NR |
E15T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992279 |
Not Responder T2 patient2 |
E15 |
T2 |
NR |
E16T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992280 |
Not Responder T1 patient3 |
E16 |
T1 |
NR |
E16T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992281 |
Not Responder T2 patient3 |
E16 |
T2 |
NR |
E17T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992282 |
Not Responder T1 patient4 |
E17 |
T2 |
NR |
E17T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992283 |
Not Responder T2 patient4 |
E17 |
T1 |
NR |
E18T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992284 |
Responder T1 patient2 |
E18 |
T2 |
R |
E18T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992285 |
Responder T2 patient2 |
E18 |
T1 |
R |
E26T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992286 |
Not Responder T1 patient5 |
E26 |
T2 |
NR |
E26T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992287 |
Not Responder T2 patient5 |
E26 |
T1 |
NR |
E32T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992288 |
Responder T1 patient3 |
E32 |
T2 |
R |
E32T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992289 |
Responder T2 patient3 |
E32 |
T2 |
R |
E33T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992290 |
Not Responder T1 patient6 |
E33 |
T1 |
NR |
E33T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992291 |
Not Responder T2 patient6 |
E33 |
T2 |
NR |
E40T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992292 |
Not Responder T1 patient7 |
E40 |
T1 |
NR |
E40T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992293 |
Not Responder T2 patient7 |
E40 |
T2 |
NR |
E41T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992294 |
Not Responder T1 patient8 |
E41 |
T1 |
NR |
E41T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992295 |
Not Responder T2 patient8 |
E41 |
T2 |
NR |
G01T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992296 |
Not Responder T1 patient9 |
G01 |
T1 |
NR |
G01T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992297 |
Not Responder T2 patient9 |
G01 |
T2 |
NR |
G07T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992298 |
Responder T1 patient4 |
G07 |
T1 |
R |
G07T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992299 |
Responder T2 patient4 |
G07 |
T2 |
R |
G08T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992300 |
Not Responder T1 patient10 |
G08 |
T1 |
NR |
G08T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992301 |
Not Responder T2 patient10 |
G08 |
T2 |
NR |
G11T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992302 |
Responder T1 patient5 |
G11 |
T2 |
R |
G11T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992303 |
Responder T2 patient5 |
G11 |
T1 |
R |
G12T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992304 |
Not Responder T1 patient11 |
G12 |
T2 |
NR |
G12T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992305 |
Not Responder T2 patient11 |
G12 |
T1 |
NR |
G23T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992306 |
Responder T1 patient6 |
G23 |
T2 |
R |
G23T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992307 |
Responder T2 patient6 |
G23 |
T1 |
R |
G28T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992308 |
Responder T1 patient7 |
G28 |
T2 |
R |
G28T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992309 |
Responder T2 patient7 |
G28 |
T2 |
R |
G29T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992310 |
Responder T1 patient8 |
G29 |
T1 |
R |
G29T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992311 |
Responder T2 patient8 |
G29 |
T2 |
R |
G33T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992312 |
Responder T1 patient9 |
G33 |
T1 |
R |
G33T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992313 |
Responder T2 patient9 |
G33 |
T2 |
R |
G34T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992314 |
Responder T1 patient10 |
G34 |
T1 |
R |
G34T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992315 |
Responder T2 patient10 |
G34 |
T2 |
R |
G35T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992316 |
Not Responder T1 patient12 |
G35 |
T1 |
NR |
G35T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992317 |
Not Responder T2 patient12 |
G35 |
T2 |
NR |
G39T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992318 |
Responder T1 patient11 |
G39 |
T1 |
R |
G39T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992319 |
Responder T2 patient11 |
G39 |
T2 |
R |
G41T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992320 |
Responder T1 patient12 |
G41 |
T1 |
R |
G41T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992321 |
Responder T2 patient12 |
G41 |
T2 |
R |
G42T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992322 |
Not Responder T1 patient13 |
G42 |
T2 |
NR |
G42T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992323 |
Not Responder T2 patient13 |
G42 |
T1 |
NR |
G43T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992324 |
Responder T1 patient13 |
G43 |
T2 |
R |
G43T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992325 |
Responder T2 patient13 |
G43 |
T1 |
R |
G44T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992326 |
Responder T1 patient14 |
G44 |
T2 |
R |
G44T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992327 |
Responder T2 patient14 |
G44 |
T1 |
R |
G45T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992328 |
Responder T1 patient15 |
G45 |
T2 |
R |
G45T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992329 |
Responder T2 patient15 |
G45 |
T2 |
R |
G47T1 | Whole blood cells collected from patient after septic shock |
Not Responder T1 |
GSM2992330 |
Not Responder T1 patient14 |
G47 |
T1 |
NR |
G47T2 | Whole blood cells collected from patient after septic shock |
Not Responder T2 |
GSM2992331 |
Not Responder T2 patient14 |
G47 |
T2 |
NR |
G49T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992332 |
Responder T1 patient16 |
G49 |
T1 |
R |
G49T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992333 |
Responder T2 patient16 |
G49 |
T2 |
R |
G51T1 | Whole blood cells collected from patient after septic shock |
Responder T1 |
GSM2992334 |
Responder T1 patient17 |
G51 |
T1 |
R |
G51T2 | Whole blood cells collected from patient after septic shock |
Responder T2 |
GSM2992335 |
Responder T2 patient17 |
G51 |
T2 |
R |
Name | ||
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