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复杂疾病病因研究中基因问交互作用分析:基于基因型传递不平衡的多因子降维法
引用本文:李娜,唐迅,陈大方,胡永华. 复杂疾病病因研究中基因问交互作用分析:基于基因型传递不平衡的多因子降维法[J]. 中华流行病学杂志, 2007, 28(10): 1036-1040
作者姓名:李娜  唐迅  陈大方  胡永华
作者单位:北京大学医学部公共卫生学院流行病与卫生统计学系,100083
基金项目:国家“十五”科技攻关课题资助项目(2001BA703802)
摘    要:介绍复杂疾病病因研究中分析基因-基因交互作用的一种新方法:基于基因型传递不平衡的多因子降维法(MDR-PDT)。文中简述MDR-PDT的基本原理、步骤及特点,并结合研究实例说明其应用过程。MDR-PDT是原始MDR的扩展,可用于多种结构类型的核心家系资料分析基因-基因交互作用。结论MDR-PDT具有非参数、无需遗传模式的特点,并能充分利用家系中多个家庭成员的信息,在复杂疾病病因研究中分析基因-基因交互作用具有良好的效能。

关 键 词:多因子降维法 核心家系 复杂疾病 基因-基因交互作用
收稿时间:2007-02-12
修稿时间:2007-02-12

Identification of gene-gene interactions related to the etiology of complex disease: a multifactor dimensionality reduction-genotype pedigree disequilibrium test
Li N,Tang Xun,Chen Dafang and Hu Yonghua. Identification of gene-gene interactions related to the etiology of complex disease: a multifactor dimensionality reduction-genotype pedigree disequilibrium test[J]. Chinese Journal of Epidemiology, 2007, 28(10): 1036-1040
Authors:Li N  Tang Xun  Chen Dafang  Hu Yonghua
Affiliation:Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100083 ,China
Abstract:To introduce the application of a multifactor dimensionality reduction-genotype pedigree disequilibrium test (MDR-PDT) for detecting gene-gene interactions in the etiology of complex disease. A brief overview on the basic theory, implementing steps and features of MDR-PDT were described, and a practical research case was demonstrated to application of MDR-PDT in nuclear family studies. The MDR-PDT approach was the extension or development of conventional MDR method which could be used for detecting gene-gene interactions in families of diverse structure. CONCLUSION: MDR-PDT was a new nonparametric and model-free method which might use additional family members in the nuclear families and had a good power to identify gene-geneinteractions.
Keywords:Multifactor dimensionality reduction   Nuclear family   Complex disease   Gene-gene interactions
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