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Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis

The outcome of H. pylori infection is closely related with bacteria's virulence factors and host immune response. The association between T cells and H. pylori infection has been identified, but the effects of the nine major H. pylori specific virulence factors; cagA, vacA, oipA, babA, hpaA, na...

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Autores principales: Oktem-Okullu, Sinem, Tiftikci, Arzu, Saruc, Murat, Cicek, Bahattin, Vardareli, Eser, Tozun, Nurdan, Kocagoz, Tanil, Sezerman, Ugur, Yavuz, Ahmet Sinan, Sayi-Yazgan, Ayca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4545411/
https://www.ncbi.nlm.nih.gov/pubmed/26287606
http://dx.doi.org/10.1371/journal.pone.0136212
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author Oktem-Okullu, Sinem
Tiftikci, Arzu
Saruc, Murat
Cicek, Bahattin
Vardareli, Eser
Tozun, Nurdan
Kocagoz, Tanil
Sezerman, Ugur
Yavuz, Ahmet Sinan
Sayi-Yazgan, Ayca
author_facet Oktem-Okullu, Sinem
Tiftikci, Arzu
Saruc, Murat
Cicek, Bahattin
Vardareli, Eser
Tozun, Nurdan
Kocagoz, Tanil
Sezerman, Ugur
Yavuz, Ahmet Sinan
Sayi-Yazgan, Ayca
author_sort Oktem-Okullu, Sinem
collection PubMed
description The outcome of H. pylori infection is closely related with bacteria's virulence factors and host immune response. The association between T cells and H. pylori infection has been identified, but the effects of the nine major H. pylori specific virulence factors; cagA, vacA, oipA, babA, hpaA, napA, dupA, ureA, ureB on T cell response in H. pylori infected patients have not been fully elucidated. We developed a multiplex- PCR assay to detect nine H. pylori virulence genes with in a three PCR reactions. Also, the expression levels of Th1, Th17 and Treg cell specific cytokines and transcription factors were detected by using qRT-PCR assays. Furthermore, a novel expert derived model is developed to identify set of factors and rules that can distinguish the ulcer patients from gastritis patients. Within all virulence factors that we tested, we identified a correlation between the presence of napA virulence gene and ulcer disease as a first data. Additionally, a positive correlation between the H. pylori dupA virulence factor and IFN-γ, and H. pylori babA virulence factor and IL-17 was detected in gastritis and ulcer patients respectively. By using computer-based models, clinical outcomes of a patients infected with H. pylori can be predicted by screening the patient's H. pylori vacA m1/m2, ureA and cagA status and IFN-γ (Th1), IL-17 (Th17), and FOXP3 (Treg) expression levels. Herein, we report, for the first time, the relationship between H. pylori virulence factors and host immune responses for diagnostic prediction of gastric diseases using computer—based models.
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spelling pubmed-45454112015-09-01 Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis Oktem-Okullu, Sinem Tiftikci, Arzu Saruc, Murat Cicek, Bahattin Vardareli, Eser Tozun, Nurdan Kocagoz, Tanil Sezerman, Ugur Yavuz, Ahmet Sinan Sayi-Yazgan, Ayca PLoS One Research Article The outcome of H. pylori infection is closely related with bacteria's virulence factors and host immune response. The association between T cells and H. pylori infection has been identified, but the effects of the nine major H. pylori specific virulence factors; cagA, vacA, oipA, babA, hpaA, napA, dupA, ureA, ureB on T cell response in H. pylori infected patients have not been fully elucidated. We developed a multiplex- PCR assay to detect nine H. pylori virulence genes with in a three PCR reactions. Also, the expression levels of Th1, Th17 and Treg cell specific cytokines and transcription factors were detected by using qRT-PCR assays. Furthermore, a novel expert derived model is developed to identify set of factors and rules that can distinguish the ulcer patients from gastritis patients. Within all virulence factors that we tested, we identified a correlation between the presence of napA virulence gene and ulcer disease as a first data. Additionally, a positive correlation between the H. pylori dupA virulence factor and IFN-γ, and H. pylori babA virulence factor and IL-17 was detected in gastritis and ulcer patients respectively. By using computer-based models, clinical outcomes of a patients infected with H. pylori can be predicted by screening the patient's H. pylori vacA m1/m2, ureA and cagA status and IFN-γ (Th1), IL-17 (Th17), and FOXP3 (Treg) expression levels. Herein, we report, for the first time, the relationship between H. pylori virulence factors and host immune responses for diagnostic prediction of gastric diseases using computer—based models. Public Library of Science 2015-08-19 /pmc/articles/PMC4545411/ /pubmed/26287606 http://dx.doi.org/10.1371/journal.pone.0136212 Text en © 2015 Oktem-Okullu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Oktem-Okullu, Sinem
Tiftikci, Arzu
Saruc, Murat
Cicek, Bahattin
Vardareli, Eser
Tozun, Nurdan
Kocagoz, Tanil
Sezerman, Ugur
Yavuz, Ahmet Sinan
Sayi-Yazgan, Ayca
Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
title Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
title_full Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
title_fullStr Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
title_full_unstemmed Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
title_short Multiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
title_sort multiplex-pcr-based screening and computational modeling of virulence factors and t-cell mediated immunity in helicobacter pylori infections for accurate clinical diagnosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4545411/
https://www.ncbi.nlm.nih.gov/pubmed/26287606
http://dx.doi.org/10.1371/journal.pone.0136212
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