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快速的致病基因分析方法

孙志伟 单渊博 蔡润身 王林

计算机工程与应用2017,Vol.53Issue(17):47-52,6.
计算机工程与应用2017,Vol.53Issue(17):47-52,6.DOI:10.3778/j.issn.1002-8331.1604-0365

快速的致病基因分析方法

Fast analysis method of disease genes

孙志伟 1单渊博 1蔡润身 1王林1

作者信息

  • 1. 天津科技大学 计算机科学与信息工程学院,天津 300222
  • 折叠

摘要

Abstract

The present study for locating disease genes by IBD mapping needs to detect IBD segments firstly, and then performs association analysis using the IBD information. But it takes a long time to detect IBD segments. A new algo-rithm FADG is proposed to find the candidate IBD segments by analyzing the relationship between IBS and IBD, and defines evaluation function to analyze case and control groups separately, the largest difference position of SNP between the two groups is the causative loci. The experimental analysis for effectiveness, based on the five major causative loci of rheumatoid arthritis provided by GAW15 and the data which generated by the program GS, shows the results are consistent with the answer. The algorithm shows higher efficiency in ensuring the effectiveness by comparing with existing method. Finally, the permutation test for two chromosomes from data RA verifies the credibility, and further excludes the possibility of a false positive result.

关键词

全基因组关联研究/状态一致(IBS)/同源一致(IBD)/病例对照研究/单核苷酸多态性

Key words

Genome Wide Association Study(GWAS)/Identity By State(IBS)/Identity By Descent(IBD)/case-control study/Single Nucleotide Polymorphism(SNP)

分类

信息技术与安全科学

引用本文复制引用

孙志伟,单渊博,蔡润身,王林..快速的致病基因分析方法[J].计算机工程与应用,2017,53(17):47-52,6.

基金项目

国家自然科学基金(No.31370075) (No.31370075)

天津应用基础与前沿技术研究计划(No.14JCQNJC00300). (No.14JCQNJC00300)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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