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基于多基因组合选择模型的结肠癌特征基因选取
引用本文:马超. 基于多基因组合选择模型的结肠癌特征基因选取[J]. 统计与信息论坛, 2012, 27(6): 78-82
作者姓名:马超
作者单位:南京大学 公共卫生管理与医疗保障政策研究中心,江苏南京,210093
摘    要:通过基因的Bhattacharyya距离指标过滤掉大部分无关基因,然后探索性的提出了一种建立多基因组合选择模型的统计方法.从候选特征基因中选取了8个可能的结肠癌特征基因集合,判别分析的结果证明了该方法的可行性.

关 键 词:基因表达谱  生物信息学  多基因组合选择模型  结肠癌

Informative Genes Selection of Colon Cancer Based on Polygenic Combination Selection Model
MA Chao. Informative Genes Selection of Colon Cancer Based on Polygenic Combination Selection Model[J]. Statistics & Information Tribune, 2012, 27(6): 78-82
Authors:MA Chao
Affiliation:MA Chao (Center for Health Management and Care Security Policy Research,Nanjing University,Nanjing 210093,China)
Abstract:To select informative genes of colon cancer by analysis of gene expression.Most irrelevant gene filtration by the gene distance method of Bhattacharyya,then putting forward a statistical method of establishing polygenic combination selection model.The study selects 8 possible informative genes sets of colon cancer from the candidate informative genes.The results of discriminant analysis show the feasibility of this approach,and play a certain reference arriving role to clinical diagnosis of cancer and research in biomedical sciences.
Keywords:DNA microarray  Bioinformatics  polygenic combination selection model  colon cancer
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