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Clinical

Whole blood transcriptome analysis of Septic shock patients according to early therapy response - GSE110487

Purpose

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.

Hypothesis

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Experimental Design

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.

Experimental Variables

Septic shock (2021 ICD-10-CM code* = R65.21)

Controls

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Methods

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]

Additional Information

https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE110487

RNA-seq
Illumina HiSeq
62 Samples Loaded: 62
Human (Homo sapiens)
Whole Blood
Septic Shock
Sample Set Spreadsheet
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Samples Preview
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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File
sampleset4000200_sampleannotations.csv
Sample Set Spreadsheet
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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

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