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

dc.contributor.authorOktem-Okullu, Sinem
dc.contributor.authorTiftikci, Arzu
dc.contributor.authorSaruc, Murat
dc.contributor.authorCicek, Bahattin
dc.contributor.authorVardareli, Eser
dc.contributor.authorTozun, Nurdan
dc.contributor.authorKocagoz, Tanil
dc.contributor.authorSezerman, Ugur
dc.contributor.authorYavuz, Ahmet Sinan
dc.contributor.authorSayi-Yazgan, Ayca
dc.date.accessioned2023-02-21T12:37:11Z
dc.date.available2023-02-21T12:37:11Z
dc.date.issued2015-01-01
dc.description.abstractThe 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
dc.description.abstractcagA, 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-gamma, 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-gamma (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.
dc.description.issue8
dc.description.issueAUG 19
dc.description.volume10
dc.identifier.doi10.1371/journal.pone.0136212
dc.identifier.urihttps://hdl.handle.net/11443/2211
dc.identifier.urihttp://dx.doi.org/10.1371/journal.pone.0136212
dc.identifier.wosWOS:000360018600123
dc.publisherPUBLIC LIBRARY SCIENCE
dc.relation.ispartofPLOS ONE
dc.titleMultiplex-PCR-Based Screening and Computational Modeling of Virulence Factors and T-Cell Mediated Immunity in Helicobacter pylori Infections for Accurate Clinical Diagnosis
dc.typeArticle

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