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Optimization and Corroboration of the Regulatory Pathway of p42.3 Protein in the Pathogenesis of Gastric Carcinoma
- Source :
- Computational and Mathematical Methods in Medicine, Vol 2015 (2015), Computational and Mathematical Methods in Medicine
- Publication Year :
- 2015
- Publisher :
- Hindawi Limited, 2015.
-
Abstract
- Aims. To optimize and verify the regulatory pathway of p42.3 in the pathogenesis of gastric carcinoma (GC) by intelligent algorithm.Methods. Bioinformatics methods were used to analyze the features of structural domain in p42.3 protein. Proteins with the same domains and similar functions to p42.3 were screened out for reference. The possible regulatory pathway of p42.3 was established by integrating the acting pathways of these proteins. Then, the similarity between the reference proteins and p42.3 protein was figured out by multiparameter weighted summation method. The calculation result was taken as the prior probability of the initial node in Bayesian network. Besides, the probability of occurrence in different pathways was calculated by conditional probability formula, and the one with the maximum probability was regarded as the most possible pathway of p42.3. Finally, molecular biological experiments were conducted to prove it.Results. In Bayesian network of p42.3, probability of the acting pathway “S100A11→RAGE→P38→MAPK→Microtubule-associated protein→Spindle protein→Centromere protein→Cell proliferation” was the biggest, and it was also validated by biological experiments.Conclusions. The possibly important role of p42.3 in the occurrence of gastric carcinoma was verified by theoretical analysis and preliminary test, helping in studying the relationship between p42.3 and gastric carcinoma.
- Subjects :
- endocrine system
Article Subject
General Immunology and Microbiology
Applied Mathematics
Conditional probability
Bayesian network
General Medicine
Computational biology
Biology
lcsh:Computer applications to medicine. Medical informatics
Bioinformatics
environment and public health
General Biochemistry, Genetics and Molecular Biology
Gene expression profiling
Pathogenesis
enzymes and coenzymes (carbohydrates)
Bayes' theorem
Modeling and Simulation
Prior probability
lcsh:R858-859.7
biological phenomena, cell phenomena, and immunity
Regulatory Pathway
Cell Cycle Protein
hormones, hormone substitutes, and hormone antagonists
Research Article
Subjects
Details
- ISSN :
- 17486718 and 1748670X
- Volume :
- 2015
- Database :
- OpenAIRE
- Journal :
- Computational and Mathematical Methods in Medicine
- Accession number :
- edsair.doi.dedup.....d3e4a049f606b7466b2e8d2dab7a15f4
- Full Text :
- https://doi.org/10.1155/2015/683679