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Clinical

Blood Transcriptional Signature of hyperinflammation in HIV-associated Tuberculosis - GSE58411

Purpose

Patients with HIV-associated TB are known to experience systemic hyperinflammation, clinically known as immune reconstitution inflammatory syndrome (IRIS), following the commencement of antiretroviral therapy (ART). No prognostic markers or biomarkers have been identified to date and little is known about the mechanism mediating the hyperinflammation. We recruited a prospective cohort of 63 patients with HIV-associated TB, 33 of whom developed TB-IRIS. Of which transcriptomic profiling was performed using longitudinal whole blood RNA samples from 15 non-IRIS and 17 TB-IRIS patients. Transcriptomic signatures that distinguish patients who would eventually develop IRIS were identified as early as week 0.5 (2-5 days post-ART) and predicted a downstream activation of proinflammatory cytokines. At the peak of IRIS (week 2), transcriptomic signatures were overrepresented by innate receptor signaling pathways including toll-like receptor, IL-1 receptor and TREM-1.

Hypothesis

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Experimental Design

Patients are classified either as TB-IRIS and non-IRIS and longitudinal samples (week 0, 0.5, 1 and 2) were analyzed. There are a total of 107 samples across all 4 timepoints. For normalization, week 0 samples were baseline transformed to the median of all samples. For all other weeks, samples were baseline transformed either to the median of all samples or to the corresponding week 0 values. Samples 5411298027_F and 5412485008_F do not have a corresponding baseline and were therefore excluded in the analysis for the latter.

Experimental Variables

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Controls

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Methods

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Additional Information

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Microarray
Illumina HumanHT-12 v4
107 Samples Loaded: 107
Human (Homo sapiens)
Whole Blood
HIV, Tuberculosis, IRIS
Sample Set Spreadsheet
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Samples Preview
Sample ID !Sample_title tissue group
GSM1410448 Non-IRIS_4002_baseline blood Non-IRIS
GSM1410449 Non-IRIS_4003_baseline blood Non-IRIS
GSM1410450 Non-IRIS_4003_wk1 blood Non-IRIS
GSM1410451 Non-IRIS_4003_wk2 blood Non-IRIS
GSM1410452 TB-IRIS_4004_baseline blood TB-IRIS
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Log2 Transformed
Raw Signal
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Samples Viewer / Editor

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Sample ID !Sample Title Tissue Group
GSM1410448
Non-IRIS_4002_baseline
blood
Non-IRIS
GSM1410449
Non-IRIS_4003_baseline
blood
Non-IRIS
GSM1410450
Non-IRIS_4003_wk1
blood
Non-IRIS
GSM1410451
Non-IRIS_4003_wk2
blood
Non-IRIS
GSM1410452
TB-IRIS_4004_baseline
blood
TB-IRIS
GSM1410453
TB-IRIS_4004_wkhalf
blood
TB-IRIS
GSM1410454
TB-IRIS_4004_wk1
blood
TB-IRIS
GSM1410455
TB-IRIS_4004_wk2
blood
TB-IRIS
GSM1410456
Non-IRIS_4006_baseline
blood
Non-IRIS
GSM1410457
Non-IRIS_4006_wkhalf
blood
Non-IRIS
GSM1410458
Non-IRIS_4006_wk1
blood
Non-IRIS
GSM1410459
Non-IRIS_4006_wk2
blood
Non-IRIS
GSM1410460
TB-IRIS_4007_baseline
blood
TB-IRIS
GSM1410461
TB-IRIS_4007_wkhalf
blood
TB-IRIS
GSM1410462
TB-IRIS_4008_baseline
blood
TB-IRIS
GSM1410463
TB-IRIS_4008_wkhalf
blood
TB-IRIS
GSM1410464
TB-IRIS_4008_wk1
blood
TB-IRIS
GSM1410465
TB-IRIS_4008_wk2
blood
TB-IRIS
GSM1410466
TB-IRIS_4010_baseline
blood
TB-IRIS
GSM1410467
TB-IRIS_4010_wk1
blood
TB-IRIS
GSM1410468
TB-IRIS_4010_wk2
blood
TB-IRIS
GSM1410469
TB-IRIS_4011_baseline
blood
TB-IRIS
GSM1410470
TB-IRIS_4011_wkhalf
blood
TB-IRIS
GSM1410471
TB-IRIS_4011_wk1
blood
TB-IRIS
GSM1410472
TB-IRIS_4011_wk2
blood
TB-IRIS
GSM1410473
Non-IRIS_4013_baseline
blood
Non-IRIS
GSM1410474
Non-IRIS_4013_wkhalf
blood
Non-IRIS
GSM1410475
Non-IRIS_4013_wk1
blood
Non-IRIS
GSM1410476
Non-IRIS_4013_wk2
blood
Non-IRIS
GSM1410477
Non-IRIS_4014_baseline
blood
Non-IRIS
GSM1410478
TB-IRIS_4015_baseline
blood
TB-IRIS
GSM1410479
TB-IRIS_4015_wkhalf
blood
TB-IRIS
GSM1410480
TB-IRIS_4015_wk1
blood
TB-IRIS
GSM1410481
TB-IRIS_4015_wk2
blood
TB-IRIS
GSM1410482
Non-IRIS_4016_baseline
blood
Non-IRIS
GSM1410483
Non-IRIS_4016_wkhalf
blood
Non-IRIS
GSM1410484
Non-IRIS_4016_wk1
blood
Non-IRIS
GSM1410485
Non-IRIS_4016_wk2
blood
Non-IRIS
GSM1410486
TB-IRIS_4017_baseline
blood
TB-IRIS
GSM1410487
TB-IRIS_4017_wkhalf
blood
TB-IRIS
GSM1410488
TB-IRIS_4017_wk1
blood
TB-IRIS
GSM1410489
TB-IRIS_4017_wk2
blood
TB-IRIS
GSM1410490
TB-IRIS_4018_baseline
blood
TB-IRIS
GSM1410491
TB-IRIS_4018_wkhalf
blood
TB-IRIS
GSM1410492
TB-IRIS_4018_wk1
blood
TB-IRIS
GSM1410493
TB-IRIS_4018_wk2
blood
TB-IRIS
GSM1410494
TB-IRIS_4019_baseline
blood
TB-IRIS
GSM1410495
TB-IRIS_4019_wkhalf
blood
TB-IRIS
GSM1410496
TB-IRIS_4019_wk1
blood
TB-IRIS
GSM1410497
TB-IRIS_4019_wk2
blood
TB-IRIS
GSM1410498
TB-IRIS_4020_baseline
blood
TB-IRIS
GSM1410499
TB-IRIS_4020_wkhalf
blood
TB-IRIS
GSM1410500
TB-IRIS_4020_wk1
blood
TB-IRIS
GSM1410501
TB-IRIS_4020_wk2
blood
TB-IRIS
GSM1410502
TB-IRIS_4021_baseline
blood
TB-IRIS
GSM1410503
TB-IRIS_4021_wk1
blood
TB-IRIS
GSM1410504
TB-IRIS_4021_wk2
blood
TB-IRIS
GSM1410505
Non-IRIS_4022_baseline
blood
Non-IRIS
GSM1410506
Non-IRIS_4022_wkhalf
blood
Non-IRIS
GSM1410507
Non-IRIS_4022_wk1
blood
Non-IRIS
GSM1410508
Non-IRIS_4022_wk2
blood
Non-IRIS
GSM1410509
Non-IRIS_4023_baseline
blood
Non-IRIS
GSM1410510
Non-IRIS_4023_wkhalf
blood
Non-IRIS
GSM1410511
Non-IRIS_4023_wk1
blood
Non-IRIS
GSM1410512
Non-IRIS_4023_wk2
blood
Non-IRIS
GSM1410513
Non-IRIS_4024_baseline
blood
Non-IRIS
GSM1410514
Non-IRIS_4024_wkhalf
blood
Non-IRIS
GSM1410515
Non-IRIS_4024_wk1
blood
Non-IRIS
GSM1410516
Non-IRIS_4024_wk2
blood
Non-IRIS
GSM1410517
TB-IRIS_4025_baseline
blood
TB-IRIS
GSM1410518
TB-IRIS_4025_wkhalf
blood
TB-IRIS
GSM1410519
TB-IRIS_4025_wk1
blood
TB-IRIS
GSM1410520
Non-IRIS_4029_baseline
blood
Non-IRIS
GSM1410521
Non-IRIS_4029_wkhalf
blood
Non-IRIS
GSM1410522
Non-IRIS_4029_wk2
blood
Non-IRIS
GSM1410523
TB-IRIS_4030_wk1
blood
TB-IRIS
GSM1410524
TB-IRIS_4030_wk2
blood
TB-IRIS
GSM1410525
Non-IRIS_4031_baseline
blood
Non-IRIS
GSM1410526
Non-IRIS_4031_wk1
blood
Non-IRIS
GSM1410527
Non-IRIS_4031_wk2
blood
Non-IRIS
GSM1410528
TB-IRIS_4032_baseline
blood
TB-IRIS
GSM1410529
TB-IRIS_4032_wk1
blood
TB-IRIS
GSM1410530
TB-IRIS_4032_wk2
blood
TB-IRIS
GSM1410531
Non-IRIS_4033_baseline
blood
Non-IRIS
GSM1410532
Non-IRIS_4033_wkhalf
blood
Non-IRIS
GSM1410533
Non-IRIS_4033_wk1
blood
Non-IRIS
GSM1410534
Non-IRIS_4033_wk2
blood
Non-IRIS
GSM1410535
Non-IRIS_4034_baseline
blood
Non-IRIS
GSM1410536
Non-IRIS_4034_wk1
blood
Non-IRIS
GSM1410537
Non-IRIS_4034_wk2
blood
Non-IRIS
GSM1410538
TB-IRIS_4035_baseline
blood
TB-IRIS
GSM1410539
TB-IRIS_4035_wkhalf
blood
TB-IRIS
GSM1410540
TB-IRIS_4035_wk1
blood
TB-IRIS
GSM1410541
TB-IRIS_4036_baseline
blood
TB-IRIS
GSM1410542
TB-IRIS_4036_wkhalf
blood
TB-IRIS
GSM1410543
TB-IRIS_4036_wk1
blood
TB-IRIS
GSM1410544
TB-IRIS_4036_wk2
blood
TB-IRIS
GSM1410545
Non-IRIS_4037_baseline
blood
Non-IRIS
GSM1410546
Non-IRIS_4037_wk1
blood
Non-IRIS
GSM1410547
Non-IRIS_4037_wk2
blood
Non-IRIS
GSM1410548
TB-IRIS_4039_baseline
blood
TB-IRIS
GSM1410549
TB-IRIS_4039_wkhalf
blood
TB-IRIS
GSM1410550
TB-IRIS_4039_wk1
blood
TB-IRIS
GSM1410551
Non-IRIS_4041_baseline
blood
Non-IRIS
GSM1410552
Non-IRIS_4041_wkhalf
blood
Non-IRIS
GSM1410553
Non-IRIS_4041_wk1
blood
Non-IRIS
GSM1410554
Non-IRIS_4041_wk2
blood
Non-IRIS

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