Biomarker discovery for tuberculosis using metabolomics

被引:13
|
作者
Yu, Yi [1 ]
Jiang, Xin-Xin [2 ]
Li, Ji-Cheng [2 ,3 ]
机构
[1] Zhejiang Univ Technol, Coll Chem Engn, Ctr Anal & Measurements, Hangzhou, Peoples R China
[2] Shaoxing Seventh Peoples Hosp, Clin Res Lab, Shaoxing, Peoples R China
[3] Zhejiang Univ, Inst Cell Biol, Med Sch, Hangzhou, Peoples R China
关键词
tuberculosis; Mycobacterium tuberculosis; metabolomics; biomarker; drug resistant tuberculosis; pulmonary tuberculosis; PULMONARY TUBERCULOSIS; IDENTIFICATION; MENINGITIS; MECHANISM; MARKERS; CLASSIFICATION; HEPATOTOXICITY; INSIGHTS; DRUGS;
D O I
10.3389/fmolb.2023.1099654
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Tuberculosis (TB) is the leading cause of death among infectious diseases, and the ratio of cases in which its pathogen Mycobacterium tuberculosis (Mtb) is drug resistant has been increasing worldwide, whereas latent tuberculosis infection (LTBI) may develop into active TB. Thus it is important to understand the mechanism of drug resistance, find new drugs, and find biomarkers for TB diagnosis. The rapid progress of metabolomics has enabled quantitative metabolite profiling of both the host and the pathogen. In this context, we provide recent progress in the application of metabolomics toward biomarker discovery for tuberculosis. In particular, we first focus on biomarkers based on blood or other body fluids for diagnosing active TB, identifying LTBI and predicting the risk of developing active TB, as well as monitoring the effectiveness of anti-TB drugs. Then we discuss the pathogen-based biomarker research for identifying drug resistant TB. While there have been many reports of potential candidate biomarkers, validations and clinical testing as well as improved bioinformatics analysis are needed to further substantiate and select key biomarkers before they can be made clinically applicable.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Using metabolomics in biomarker discovery
    Gall, Walter E.
    GENETIC ENGINEERING & BIOTECHNOLOGY NEWS, 2008, 28 (16): : 32 - 33
  • [2] Metabolomics and Biomarker Discovery
    Sinclair, Kathryn
    Dudley, Ed
    ADVANCEMENTS OF MASS SPECTROMETRY IN BIOMEDICAL RESEARCH, 2ND EDITION, 2019, 1140 : 613 - 633
  • [3] Statistical methods and resources for biomarker discovery using metabolomics
    Najeha R. Anwardeen
    Ilhame Diboun
    Younes Mokrab
    Asma A. Althani
    Mohamed A. Elrayess
    BMC Bioinformatics, 24
  • [4] Statistical methods and resources for biomarker discovery using metabolomics
    Anwardeen, Najeha R.
    Diboun, Ilhame
    Mokrab, Younes
    Althani, Asma A.
    Elrayess, Mohamed A.
    BMC BIOINFORMATICS, 2023, 24 (01)
  • [5] Metabolomics and Cardiovascular Biomarker Discovery
    Rhee, Eugene P.
    Gerszten, Robert E.
    CLINICAL CHEMISTRY, 2012, 58 (01) : 139 - 147
  • [6] Metabolomics techniques for biomarker discovery
    Beecher, Chris
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2011, 242
  • [7] Biomarker Discovery and Translation in Metabolomics
    Gowda, G. A. Nagana
    Raftery, Daniel
    CURRENT METABOLOMICS, 2013, 1 (03) : 227 - 240
  • [8] Targeted Metabolomics for Biomarker Discovery
    Griffiths, William J.
    Koal, Therese
    Wang, Yuqin
    Kohl, Matthias
    Enot, David P.
    Deigner, Hans-Peter
    ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2010, 49 (32) : 5426 - 5445
  • [9] Metabolomics and Cardiovascular Biomarker Discovery
    Rhee, Eugene P.
    Gerszten, Robert E.
    BIOCHIMICA CLINICA, 2013, 37 (05) : 419 - 427