Literature DB >> 17559886

Signaling perturbations induced by invading H. pylori proteins in the host epithelial cells: a mathematical modeling approach.

William Dampier1, Aydin Tozeren.   

Abstract

Helicobacter pylori (H. pylori), a gram-negative bacterium, infects the stomach of approximately 50% of the world population. H. pylori infection is a risk factor for developing chronic gastric ulcers and gastric cancer. The bacteria produce two main cytotoxic proteins: Vacuolating cytotoxin A (VacA) and Cytotoxin-Associated gene A (CagA). When these proteins enter the host cell they interfere with the host MAP Kinase and Apoptosis signaling pathways leading to aberrant cell growth and premature apoptosis. The present study expanded existing quantitative models of the MAP Kinase and Apoptosis signaling pathways to take into account the protein interactions across species using the CellDesigner tool. The resulting network contained hundreds of differential equations in which the coefficients for the biochemical rate constants were estimated from previously published studies. The effect of VacA and CagA on the function of this network were simulated by increasing levels of bacterial load. Simulations showed that increasing bacterial load affected the MAP Kinase signaling in a dose dependant manner. The introduction of CagA decreased the activation time of mapK signaling and extended activation indefinitely despite normal cellular activity to deactivate the protein. Introduction of VacA produced a similar response in the apoptosis pathway. Bacterial load activated both pathways even in the absence of external stimulation. Time course of emergence of transcription factors associated with cell division and cell death predicted by our simulation showed close agreement with that determined from a publicly accessible microarray data set of H. pylori infected stomach epithelium. The quantitative model presented in this study lays the foundation for investigating the affects of single nucleotide polymorphisms (SNPs) on the efficiency of drug treatment.

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Year:  2007        PMID: 17559886      PMCID: PMC2080843          DOI: 10.1016/j.jtbi.2007.03.014

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  42 in total

1.  Automated oncogene detection in complex protein networks with applications to the MAPK signal transduction pathway.

Authors:  Dhruv Pant; Avijit Ghosh
Journal:  Biophys Chem       Date:  2005-03-01       Impact factor: 2.352

2.  Effects of Bcl-2 levels on Fas signaling-induced caspase-3 activation: molecular genetic tests of computational model predictions.

Authors:  Fei Hua; Melanie G Cornejo; Michael H Cardone; Cynthia L Stokes; Douglas A Lauffenburger
Journal:  J Immunol       Date:  2005-07-15       Impact factor: 5.422

3.  Using process diagrams for the graphical representation of biological networks.

Authors:  Hiroaki Kitano; Akira Funahashi; Yukiko Matsuoka; Kanae Oda
Journal:  Nat Biotechnol       Date:  2005-08       Impact factor: 54.908

Review 4.  Helicobacter pylori CagA: a new paradigm for bacterial carcinogenesis.

Authors:  Masanori Hatakeyama; Hideaki Higashi
Journal:  Cancer Sci       Date:  2005-12       Impact factor: 6.716

5.  A systems biology approach for the study of cumulative oncogenes with applications to the MAPK signal transduction pathway.

Authors:  Dhruv K Pant; Avijit Ghosh
Journal:  Biophys Chem       Date:  2005-09-26       Impact factor: 2.352

Review 6.  Helicobacter pylori-host cell interactions mediated by type IV secretion.

Authors:  Kevin M Bourzac; Karen Guillemin
Journal:  Cell Microbiol       Date:  2005-07       Impact factor: 3.715

7.  Local and systemic immune and inflammatory responses to Helicobacter pylori strains.

Authors:  Niranjan Bhat; James Gaensbauer; Richard M Peek; Karen Bloch; Kyi-Toe Tham; Martin J Blaser; Guillermo Perez-Perez
Journal:  Clin Diagn Lab Immunol       Date:  2005-12

Review 8.  Helicobacter pylori VacA, a paradigm for toxin multifunctionality.

Authors:  Timothy L Cover; Steven R Blanke
Journal:  Nat Rev Microbiol       Date:  2005-04       Impact factor: 60.633

9.  Noonan syndrome-associated SHP2/PTPN11 mutants cause EGF-dependent prolonged GAB1 binding and sustained ERK2/MAPK1 activation.

Authors:  Alessandra Fragale; Marco Tartaglia; Jie Wu; Bruce D Gelb
Journal:  Hum Mutat       Date:  2004-03       Impact factor: 4.878

10.  Phosphorylation-independent effects of CagA during interaction between Helicobacter pylori and T84 polarized monolayers.

Authors:  Sahar H El-Etr; Anne Mueller; Lucy S Tompkins; Stanley Falkow; D Scott Merrell
Journal:  J Infect Dis       Date:  2004-09-09       Impact factor: 5.226

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  3 in total

Review 1.  A general map of iron metabolism and tissue-specific subnetworks.

Authors:  Valerie Hower; Pedro Mendes; Frank M Torti; Reinhard Laubenbacher; Steven Akman; Vladmir Shulaev; Suzy V Torti
Journal:  Mol Biosyst       Date:  2009-03-06

2.  Atlas of Cancer Signalling Network: a systems biology resource for integrative analysis of cancer data with Google Maps.

Authors:  I Kuperstein; E Bonnet; H-A Nguyen; D Cohen; E Viara; L Grieco; S Fourquet; L Calzone; C Russo; M Kondratova; M Dutreix; E Barillot; A Zinovyev
Journal:  Oncogenesis       Date:  2015-07-20       Impact factor: 7.485

3.  Prediction of HIV-1 virus-host protein interactions using virus and host sequence motifs.

Authors:  Perry Evans; William Dampier; Lyle Ungar; Aydin Tozeren
Journal:  BMC Med Genomics       Date:  2009-05-18       Impact factor: 3.063

  3 in total

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