Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy

被引:158
作者
Bloom, Chloe I. [1 ]
Graham, Christine M. [1 ]
Berry, Matthew P. R. [1 ,3 ]
Wilkinson, Katalin A. [2 ,4 ]
Oni, Tolu [4 ,5 ]
Rozakeas, Fotini [1 ]
Xu, Zhaohui [6 ]
Rossello-Urgell, Jose [6 ]
Chaussabel, Damien [6 ,7 ]
Banchereau, Jacques [6 ]
Pascual, Virginia [6 ]
Lipman, Marc [8 ]
Wilkinson, Robert J. [2 ,4 ,5 ]
O'Garra, Anne [1 ]
机构
[1] MRC Natl Inst Med Res, Div Immunoregulat, London, England
[2] MRC Natl Inst Med Res, Div Mycobacterial Res, London, England
[3] Imperial Coll Healthcare NHS Trust, Dept Resp Med, London, England
[4] Univ Cape Town, Inst Infect Dis & Mol Med, ZA-7925 Cape Town, South Africa
[5] Univ London Imperial Coll Sci Technol & Med, Dept Med, Wright Fleming Inst, London, England
[6] INSERM, Baylor Inst Immunol Research ANRS Ctr Human Vacci, Dallas, TX USA
[7] Benaroya Res Inst, Seattle, WA USA
[8] Royal Free Hosp NHS Trust, Dept Thorac Med, London, England
基金
英国医学研究理事会; 英国惠康基金;
关键词
BACTERICIDAL ACTIVITY; TREATMENT RESPONSE; TUBERCULOSIS; BIOMARKERS; RESISTANCE; DRUGS; EMERGENCE; SIGNATURE; CULTURE;
D O I
10.1371/journal.pone.0046191
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Rationale: Globally there are approximately 9 million new active tuberculosis cases and 1.4 million deaths annually. Effective antituberculosis treatment monitoring is difficult as there are no existing biomarkers of poor adherence or inadequate treatment earlier than 2 months after treatment initiation. Inadequate treatment leads to worsening disease, disease transmission and drug resistance. Objectives: To determine if blood transcriptional signatures change in response to antituberculosis treatment and could act as early biomarkers of a successful response. Methods: Blood transcriptional profiles of untreated active tuberculosis patients in South Africa were analysed before, during (2 weeks and 2 months), at the end of (6 months) and after (12 months) antituberculosis treatment, and compared to individuals with latent tuberculosis. An active-tuberculosis transcriptional signature and a specific treatment-response transcriptional signature were derived. The specific treatment response transcriptional signature was tested in two independent cohorts. Two quantitative scoring algorithms were applied to measure the changes in the transcriptional response. The most significantly represented pathways were determined using Ingenuity Pathway Analysis. Results: An active tuberculosis 664-transcript signature and a treatment specific 320-transcript signature significantly diminished after 2 weeks of treatment in all cohorts, and continued to diminish until 6 months. The transcriptional response to treatment could be individually measured in each patient. Conclusions: Significant changes in the transcriptional signatures measured by blood tests were readily detectable just 2 weeks after treatment initiation. These findings suggest that blood transcriptional signatures could be used as early surrogate biomarkers of successful treatment response.
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页数:13
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