{"title":"Discrete Time Evolution of Proteomic Biomarkers","authors":"David Gnabasik, G. Alaghband","doi":"10.1109/CSCI.2014.87","DOIUrl":null,"url":null,"abstract":"We measured a panel of 12 cytokines in seven different populations: i.e., healthy non-smokers, healthy smokers, COPD, Aden carcinoma and Squamous cell carcinoma of the lung. From these 12 biomarkers of host response to lung disease we have developed a computational and visual model that reliably distinguishes these clinical types. Protein biomarker behavior models are developed as the topological evolution of linear discrete systems from changes in patient protein sample concentrations.","PeriodicalId":439385,"journal":{"name":"2014 International Conference on Computational Science and Computational Intelligence","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Computational Science and Computational Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSCI.2014.87","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We measured a panel of 12 cytokines in seven different populations: i.e., healthy non-smokers, healthy smokers, COPD, Aden carcinoma and Squamous cell carcinoma of the lung. From these 12 biomarkers of host response to lung disease we have developed a computational and visual model that reliably distinguishes these clinical types. Protein biomarker behavior models are developed as the topological evolution of linear discrete systems from changes in patient protein sample concentrations.