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Clinical

Blood Transcriptional Profiles of Active TB (UK Test Set Separated)-GSE19443

Purpose

This dataset aims to dissect the whole blood transcriptional signature by determining if elements of the whole blood signature are still present in purified cell subpopulations. We aimed to characterise the transcriptional response during TB and identify if cell subsets drove changes in whole blood cellular composition. The aim of the experiment was to define transcriptional signatures in neutrophils, monocytes, CD4+ and CD8+ cells from blood of active TB patients and healthy controls to distinguish the signature of active TB patients from each other and from healthy controls. This will help in the diagnosis of active tuberculosis, which normally relies on culture of the bacilli, which can take up to 6 weeks, sometimes the bacilli cannot be obtained from sputum thus requiring invasive techniques obtaining bronchoalveolar lavage (BAL). In some cases the bacill cannot be grown from sputum or BAL.

Hypothesis

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Experimental Design

Whole blood collected in EDTA tubes from patients with active TB disease and healthy controls. Blood was then processed or separated sequentially into neutrophil, monocyte, CD4+ or CD8+ populations and then processed. All patients were sampled prior to the initiation of any antimycobacterial therapy. Active pulmonary TB: PTB - all patients confirmed by isolation of Mycobacterium tuberculosis on culture of sputum or bronchoalvelolar lavage fluid. Healthy controls - these were volunteers without exposure to TB who were negative by both tuberculin skin test (<15mm if BCG vaccinated, <6mm if unvaccinated); who were also negative by IGRA (as described above). This dataset: PTB, n = 7 patients (whole blood, neutrophils, monocytes, CD4+ or CD8+). BCG+, n = 4 patients (whole blood, neutrophils, monocytes, CD4+ or CD8+). Experimental variables : Patient group: Active PTB; Healthy controls (BCG vaccinated only) and Cell populations: Neutrophils, Monocytes, CD4+, CD8+. Ethnicity - a range of ethnic groups is represented.

Experimental Variables

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Controls

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Methods

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Additional Information
  • Berry MP, Graham CM, McNab FW, Xu Z et al. An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis. Nature2010 Aug 19;466(7309):973-7. PMID: 20725040
  • Microarray
    Illumina HumanHT-12 v3
    44 Samples Loaded: 44
    Human (Homo sapiens)
    Neutrophils
    Tuberculosis
    Sample Set Spreadsheet
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    Samples Preview
    Sample ID Age Bal Culture Bal Smear Ethnicity Exposure Latent
    GSM484551 40 no_growth_6_weeks nil White n.a
    GSM484552 40 no_growth_6_weeks nil White n.a
    GSM484553 40 no_growth_6_weeks nil White n.a
    GSM484554 40 no_growth_6_weeks nil White n.a
    GSM484555 26 n.a n.a Asian other n.a
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    File
    sampleset4000046_sampleannotations.csv
    Sample Set Spreadsheet
    Raw Signal
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    Sample ID Age Bal Culture Bal Smear Ethnicity Exposure Latent Gender Illness Index Case Disease Site Isolate Sensitivity Sputum Culture Sputum Smear Tst !Sample Title Conditions Region of birth Geographical region Modal x-ray grade Bcg vaccinated Smear of index case
    GSM484551
    40
    no_growth_6_weeks
    nil
    White
    n.a
    Male
    PTB
    True
    Fully_sensitive
    tuberculosis
    nil
    n.a
    PTB_LON_test005_sep_Neut_002
    Neut_TB
    non_UK_Born
    London
    Minimal
    Yes
    True
    GSM484552
    40
    no_growth_6_weeks
    nil
    White
    n.a
    Male
    PTB
    True
    Fully_sensitive
    tuberculosis
    nil
    n.a
    PTB_LON_test005_sep_Mono_003
    Mono_TB
    non_UK_Born
    London
    Minimal
    Yes
    True
    GSM484553
    40
    no_growth_6_weeks
    nil
    White
    n.a
    Male
    PTB
    True
    Fully_sensitive
    tuberculosis
    nil
    n.a
    PTB_LON_test005_sep_CD4_004
    CD4_TB
    non_UK_Born
    London
    Minimal
    Yes
    True
    GSM484554
    40
    no_growth_6_weeks
    nil
    White
    n.a
    Male
    PTB
    True
    Fully_sensitive
    tuberculosis
    nil
    n.a
    PTB_LON_test005_sep_CD8_005
    CD8_TB
    non_UK_Born
    London
    Minimal
    Yes
    True
    GSM484555
    26
    n.a
    n.a
    Asian other
    n.a
    Male
    PTB
    n.a
    Resistant Isoniazid + Ethambu
    tuberculosis
    +
    n.a
    PTB_LON_test028_sep_Neut_022
    Neut_TB
    non_UK_Born
    London
    Advanced
    Not_Known
    n.a
    GSM484556
    26
    n.a
    n.a
    Asian other
    n.a
    Male
    PTB
    n.a
    Resistant Isoniazid + Ethambu
    tuberculosis
    +
    n.a
    PTB_LON_test028_sep_Mono_023
    Mono_TB
    non_UK_Born
    London
    Advanced
    Not_Known
    n.a
    GSM484557
    26
    n.a
    n.a
    Asian other
    n.a
    Male
    PTB
    n.a
    Resistant Isoniazid + Ethambu
    tuberculosis
    +
    n.a
    PTB_LON_test028_sep_CD4_024
    CD4_TB
    non_UK_Born
    London
    Advanced
    Not_Known
    n.a
    GSM484558
    26
    n.a
    n.a
    Asian other
    n.a
    Male
    PTB
    n.a
    Resistant Isoniazid + Ethambu
    tuberculosis
    +
    n.a
    PTB_LON_test028_sep_CD8_025
    CD8_TB
    non_UK_Born
    London
    Advanced
    Not_Known
    n.a
    GSM484559
    33
    n.a
    n.a
    White
    n.a
    Male
    PTB
    n.a
    Resistant Streptomycin, Ethio
    tuberculosis
    +++
    21
    PTB_LON_test007_sep_Neut_007
    Neut_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484560
    33
    n.a
    n.a
    White
    n.a
    Male
    PTB
    n.a
    Resistant Streptomycin, Ethio
    tuberculosis
    +++
    21
    PTB_LON_test007_sep_Mono_008
    Mono_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484561
    33
    n.a
    n.a
    White
    n.a
    Male
    PTB
    n.a
    Resistant Streptomycin, Ethio
    tuberculosis
    +++
    21
    PTB_LON_test007_sep_CD4_009
    CD4_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484562
    33
    n.a
    n.a
    White
    n.a
    Male
    PTB
    n.a
    Resistant Streptomycin, Ethio
    tuberculosis
    +++
    21
    PTB_LON_test007_sep_CD8_010
    CD8_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484563
    18
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    unknown
    Fully_sensitive
    tuberculosis
    nil
    20
    PTB_LON_test023_sep_Neut_012
    Neut_TB
    UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484564
    18
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    unknown
    Fully_sensitive
    tuberculosis
    nil
    20
    PTB_LON_test023_sep_Mono_013
    Mono_TB
    UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484565
    18
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    unknown
    Fully_sensitive
    tuberculosis
    nil
    20
    PTB_LON_test023_sep_CD4_014
    CD4_TB
    UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484566
    18
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    unknown
    Fully_sensitive
    tuberculosis
    nil
    20
    PTB_LON_test023_sep_CD8_015
    CD8_TB
    UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484567
    28
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test035_sep_Neut_032
    Neut_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484568
    28
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test035_sep_Mono_033
    Mono_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484569
    28
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test035_sep_CD4_034
    CD4_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484570
    28
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test035_sep_CD8_035
    CD8_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484571
    22
    n.a
    n.a
    South Asian
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    15
    PTB_LON_test027_sep_Neut_017
    Neut_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484572
    22
    n.a
    n.a
    South Asian
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    15
    PTB_LON_test027_sep_Mono_018
    Mono_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484573
    22
    n.a
    n.a
    South Asian
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    15
    PTB_LON_test027_sep_CD4_019
    CD4_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484574
    22
    n.a
    n.a
    South Asian
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    15
    PTB_LON_test027_sep_CD8_020
    CD8_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484575
    21
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test036_sep_Neut_037
    Neut_H
    UK_Born
    London
    True
    Yes
    n.a
    GSM484576
    21
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test036_sep_Mono_038
    Mono_H
    UK_Born
    London
    True
    Yes
    n.a
    GSM484577
    21
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test036_sep_CD4_039
    CD4_H
    UK_Born
    London
    True
    Yes
    n.a
    GSM484578
    21
    n.a
    n.a
    White
    n.a
    Male
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    9
    CON_LON_test036_sep_CD8_040
    CD8_H
    UK_Born
    London
    True
    Yes
    n.a
    GSM484579
    32
    tuberculosis
    nil
    Black
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    23
    PTB_LON_test032_sep_Neut_027
    Neut_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484580
    32
    tuberculosis
    nil
    Black
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    23
    PTB_LON_test032_sep_Mono_028
    Mono_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484581
    32
    tuberculosis
    nil
    Black
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    23
    PTB_LON_test032_sep_CD4_029
    CD4_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484582
    32
    tuberculosis
    nil
    Black
    n.a
    Male
    PTB
    n.a
    Fully_sensitive
    tuberculosis
    nil
    23
    PTB_LON_test032_sep_CD8_030
    CD8_TB
    non_UK_Born
    London
    Moderate
    Yes
    n.a
    GSM484583
    55
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    n.a
    Fully_sensitive
    n.a
    n.a
    n.a
    PTB_LON_test049_sep_Neut_052
    Neut_TB
    non_UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484584
    55
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    n.a
    Fully_sensitive
    n.a
    n.a
    n.a
    PTB_LON_test049_sep_Mono_053
    Mono_TB
    non_UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484585
    55
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    n.a
    Fully_sensitive
    n.a
    n.a
    n.a
    PTB_LON_test049_sep_CD4_054
    CD4_TB
    non_UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484586
    55
    tuberculosis
    nil
    South Asian
    n.a
    Female
    PTB
    n.a
    Fully_sensitive
    n.a
    n.a
    n.a
    PTB_LON_test049_sep_CD8_055
    CD8_TB
    non_UK_Born
    London
    Advanced
    Yes
    n.a
    GSM484587
    49
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    0
    CON_LON_test037_sep_Neut_042
    Neut_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484588
    49
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    0
    CON_LON_test037_sep_Mono_043
    Mono_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484589
    49
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    0
    CON_LON_test037_sep_CD4_044
    CD4_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484590
    49
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    0
    CON_LON_test037_sep_CD8_045
    CD8_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484591
    41
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    10
    CON_LON_test038_sep_Neut_047
    Neut_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484592
    41
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    10
    CON_LON_test038_sep_Mono_048
    Mono_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484593
    41
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    10
    CON_LON_test038_sep_CD4_049
    CD4_H
    non_UK_Born
    London
    True
    Yes
    n.a
    GSM484594
    41
    n.a
    n.a
    South Asian
    n.a
    Female
    Control (BCG+)
    n.a
    n.a
    n.a
    n.a
    10
    CON_LON_test038_sep_CD8_050
    CD8_H
    non_UK_Born
    London
    True
    Yes
    n.a

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