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A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing

机译:一组通过iTRAQ-2D LC-MS / MS和Solexa测序对耐多药结核病的新型血清诊断生物标记物

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摘要

The epidemic of pulmonary tuberculosis (TB), especially multidrug-resistance tuberculosis (MDR-TB) presented a major challenge for TB treatment today. We performed iTRAQ labeling coupled with two-dimensional liquid chromatography-tandem mass spectrometry (2D LC-MS/MS) and Solexa sequencing among MDR-TB patients, drug-sensitive tuberculosis (DS-TB) patients, and healthy controls. A total of 50 differentially expressed proteins and 43 differentially expressed miRNAs (fold change >1.50 or <0.60, P<0.05) were identified in the MDR-TB patients compared to both DS-TB patients and healthy controls. We found that 22.00% of differentially expressed proteins and 32.56% of differentially expressed miRNAs were related, and could construct a network mainly in complement and coagulation cascades. Significant differences in CD44 antigen (CD44), coagulation factor XI (F11), kininogen-1 (KNG1), miR-4433b-5p, miR-424-5p, and miR-199b-5p were found among MDR-TB patients, DS-TB patients and healthy controls (P<0.05) by enzyme-linked immunosorbent assay (ELISA) and SYBR green qRT-PCR validation. A strong negative correlation, consistent with the target gene prediction, was found between miR-199b-5p and KNG1 (r=-0.232, P=0.017). Moreover, we established the MDR-TB diagnostic model based on five biomarkers (CD44, KNG1, miR-4433b-5p, miR-424-5p, and miR-199b-5p). Our study proposes potential biomarkers for MDR-TB diagnosis, and also provides a new experimental basis to understand the pathogenesis of MDR-TB.
机译:肺结核(TB)的流行,特别是耐多药结核病(MDR-TB)是当今结核病治疗的主要挑战。我们在MDR-TB患者,药物敏感性结核病(DS-TB)患者和健康对照人群中进行了iTRAQ标记,二维液相色谱-串联质谱分析(2D LC-MS / MS)和Solexa测序。与DS-TB患者和健康对照相比,在MDR-TB患者中共鉴定出50种差异表达的蛋白质和43种差异表达的miRNA(倍数变化> 1.50或<0.60,P <0.05)。我们发现22.00%的差异表达蛋白和32.56%的差异表达miRNA相关,并且可以主要在补体和凝血级联中构建网络。在MDR-TB患者,DS中发现CD44抗原(CD44),凝血因子XI(F11),激肽原1(KNG1),miR-4433b-5p,miR-424-5p和miR-199b-5p有显着差异-TB患者和健康对照组(P <0.05)通过酶联免疫吸附测定(ELISA)和SYBR green qRT-PCR验证。在miR-199b-5p和KNG1之间发现与目标基因预测相符的强负相关性(r = -0.232,P = 0.017)。此外,我们基于五个生物标记(CD44,KNG1,miR-4433b-5p,miR-424-5p和miR-199b-5p)建立了MDR-TB诊断模型。我们的研究提出了耐多药结核病诊断的潜在生物标志物,也为了解耐多药结核病的发病机理提供了新的实验基础。

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