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A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing
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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4737680/ https://www.ncbi.nlm.nih.gov/pubmed/26884721 http://dx.doi.org/10.7150/ijbs.13805 |
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author | Wang, Chong Liu, Chang-Ming Wei, Li-Liang Shi, Li-Ying Pan, Zhi-Fen Mao, Lian-Gen Wan, Xiao-Chen Ping, Ze-Peng Jiang, Ting-Ting Chen, Zhong-Liang Li, Zhong-Jie Li, Ji-Cheng |
author_facet | Wang, Chong Liu, Chang-Ming Wei, Li-Liang Shi, Li-Ying Pan, Zhi-Fen Mao, Lian-Gen Wan, Xiao-Chen Ping, Ze-Peng Jiang, Ting-Ting Chen, Zhong-Liang Li, Zhong-Jie Li, Ji-Cheng |
author_sort | Wang, Chong |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4737680 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-47376802016-02-16 A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing Wang, Chong Liu, Chang-Ming Wei, Li-Liang Shi, Li-Ying Pan, Zhi-Fen Mao, Lian-Gen Wan, Xiao-Chen Ping, Ze-Peng Jiang, Ting-Ting Chen, Zhong-Liang Li, Zhong-Jie Li, Ji-Cheng Int J Biol Sci Research Paper 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. Ivyspring International Publisher 2016-01-01 /pmc/articles/PMC4737680/ /pubmed/26884721 http://dx.doi.org/10.7150/ijbs.13805 Text en © Ivyspring International Publisher. Reproduction is permitted for personal, noncommercial use, provided that the article is in whole, unmodified, and properly cited. See http://ivyspring.com/terms for terms and conditions. |
spellingShingle | Research Paper Wang, Chong Liu, Chang-Ming Wei, Li-Liang Shi, Li-Ying Pan, Zhi-Fen Mao, Lian-Gen Wan, Xiao-Chen Ping, Ze-Peng Jiang, Ting-Ting Chen, Zhong-Liang Li, Zhong-Jie Li, Ji-Cheng A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing |
title | A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing |
title_full | A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing |
title_fullStr | A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing |
title_full_unstemmed | A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing |
title_short | A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing |
title_sort | group of novel serum diagnostic biomarkers for multidrug-resistant tuberculosis by itraq-2d lc-ms/ms and solexa sequencing |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4737680/ https://www.ncbi.nlm.nih.gov/pubmed/26884721 http://dx.doi.org/10.7150/ijbs.13805 |
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