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Whole blood RNA sequencing in idiopathic pneumonia syndrome reveals a unique transcriptomic profile compared to ARDS - GSE84439

Purpose

The acute respiratory distress syndrome (ARDS) is a highly lethal syndrome characterized by hypoxemia and bilateral lung infiltrates in response to an inciting event such as sepsis. Allogeneic bone marrow transplantation (BMT) is a life-saving treatment for patients with hematologic malignancies that can be complicated by ARDS. We sought to identify blood gene expression signatures that distinguish whether ARDS in BMT may be a distinct pathobiologic entity from ARDS in non-BMT patients.RNA-Seq was used to measure whole blood transcript expression differences between 26 patients meeting the Berlin definition of ARDS: 8 patients without BMT and 5 BMT patients with ARDS from the Brigham and Women’s Registry of Critical Illness (RoCI), as well as 7 non-BMT patients with sepsis and 6 BMT patients with sepsis. RNA was globin cleared using the Ambion GLOBINclear kit prior to preparation of poly(A)-selected RNA-Seq libraries with the Illumina TruSeq method. An Illumina HiSeq 2500 instrument was used to generate 75 base pair paired-end reads, which were aligned to the hg38 reference genome using STAR. Differential expression analysis was performed using DESeq2.

Hypothesis

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Experimental Design

mRNA profiles obtained via RNA-Seq for whole blood samples from ARDS patients with and without BMT

Experimental Variables

Acute respiratory distress syndrome due to sepsis (2021 ICD-10-CM code* = J80-A41)

Sepsis (2021 ICD-10-CM code* = A41)

Controls

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Methods

fastq files from three donors who were sequenced in replicate were concatenated for each donorSTAR was used to align reads to the hg38 reference genomeHTSeq was used to obtain raw read counts per geneDESeq2 was used to perform differential expression analysisGenome_build: hg38

Additional Information

https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE84439

RNA-seq
Illumina HiSeq
23 Samples Loaded: 23
Human (Homo sapiens)
Whole Blood
Acute respiratory distress syndrome due to sepsis
Total RNA was extracted using Paxgene Blood RNA kit (Qiagen Sciences, Inc., Germantown, MD). RNA was globin-cleared using the Ambion GLOBINclear kit. Illumina TruSeq RNA Sample Prep Kit v2 (Illumina, Inc., San Diego, CA).
Sample Set Spreadsheet
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Samples Preview
Sample ID tissue donor Sample geo accession Patients ercc_mix
105 Whole blood 105 GSM2236214 SEPSIS 1
134 Whole blood 134 GSM2236215 SEPSIS 1
167 Whole blood 167 GSM2236196 ARDS/BMT 1
18 Whole blood 18 GSM2236210 SEPSIS/BMT 1
19 Whole blood 19 GSM2236197 ARDS 1
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File
GSE84439_sample_grouping_mod.csv
Sample Set Spreadsheet
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Log2 Transformed
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Sample ID Tissue Donor Sample geo accession Patients Ercc Mix
105
Whole blood
105
GSM2236214
SEPSIS
1
134
Whole blood
134
GSM2236215
SEPSIS
1
167
Whole blood
167
GSM2236196
ARDS/BMT
1
18
Whole blood
18
GSM2236210
SEPSIS/BMT
1
19
Whole blood
19
GSM2236197
ARDS
1
204
Whole blood
204
GSM2236201
ARDS
1
210
Whole blood
210
GSM2236217
SEPSIS
1
221
Whole blood
221
GSM2236200
ARDS
1
223
Whole blood
223
GSM2236195
ARDS/BMT
1
239
Whole blood
239
GSM2236199
ARDS
1
242
Whole blood
242
GSM2236209
SEPSIS/BMT
1
247
Whole blood
247
GSM2236192
ARDS/BMT
1
252
Whole blood
252
GSM2236207
SEPSIS/BMT
1
266
Whole blood
266
GSM2236202
ARDS
1
282
Whole blood
282
GSM2236206
SEPSIS/BMT
1
310
Whole blood
310
GSM2236212
SEPSIS
1
37
Whole blood
37
GSM2236216
SEPSIS
1
406
Whole blood
406
GSM2236213
SEPSIS
1
427
Whole blood
427
GSM2236194
ARDS/BMT
1
453
Whole blood
453
GSM2236211
SEPSIS
1
473
Whole blood
473
GSM2236205
SEPSIS/BMT
1
495
Whole blood
495
GSM2236203
ARDS
1
92
Whole blood
92
GSM2236193
ARDS/BMT
1

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