Candidate biomarkers for discrimination between infection and disease caused by Mycobacterium tuberculosis

被引:199
作者
Jacobsen, Marc
Repsilber, Dirk
Gutschmidt, Andrea
Neher, Albert
Feldmann, Knut
Mollenkopf, Hans J.
Ziegler, Andreas
Kaufmann, Stefan H. E.
机构
[1] Max Planck Inst Infect Biol, Dept Immunol, D-10117 Berlin, Germany
[2] Univ Lubeck, Inst Med Biometry & Stat, D-23538 Lubeck, Germany
[3] Asklepios Ctr Resp Med & Thorac Surg, D-82131 Munich, Germany
[4] Max Planck Inst Infect Biol, Microarray Core Facilities, D-10117 Berlin, Germany
[5] Univ Potsdam, Inst Biochem & Biol, D-14476 Potsdam, Germany
来源
JOURNAL OF MOLECULAR MEDICINE-JMM | 2007年 / 85卷 / 06期
关键词
Mycobacterium tuberculosis; Tuberculosis; Biomarkers;
D O I
10.1007/s00109-007-0157-6
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Infection with Mycobacterium tuberculosis is controlled by an efficacious immune response in about 90% of infected individuals who do not develop disease. Although essential mediators of protection, e.g., interferon-gamma, have been identified, these factors are insufficient to predict the outcome of M. tuberculosis infection. As a first step to determine additional biomarkers, we compared gene expression profiles of peripheral blood mononuclear cells from tuberculosis patients and M. tuberculosis-infected healthy donors by microarray analysis. Differentially expressed candidate genes were predominantly derived from monocytes and comprised molecules involved in the antimicrobial defense, inflammation, chemotaxis, and intracellular trafficking. We verified differential expression for alpha-defensin 1, alpha-defensin 4, lactoferrin, Fc gamma receptor 1A (cluster of differentiation 64 [CD64]), bactericidal permeability-increasing protein, and formyl peptide receptor 1 by quantitative polymerase chain reaction analysis. Moreover, we identified increased protein expression of CD64 on monocytes from tuberculosis patients. Candidate biomarkers were then assessed for optimal study group discrimination. Using a linear discriminant analysis, a minimal group of genes comprising lactoferrin, CD64, and the Ras-associated GTPase 33A was sufficient for classification of (1) tuberculosis patients, (2) M. tuberculosis-infected healthy donors, and (3) noninfected healthy donors.
引用
收藏
页码:613 / 621
页数:9
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