Clustering methods for microarray gene expression data

被引:36
作者
Belacel, Nabil
Wang, Qian
Cuperlovic-Culf, Miroslava
机构
[1] Natl Res Council Canada, Inst Informat Technol, Moncton, NB E1A 7R1, Canada
[2] Atlantic Canc Res Inst, Moncton, NB, Canada
关键词
D O I
10.1089/omi.2006.10.507
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Within the field of genomics, microarray technologies have become a powerful technique for simultaneously monitoring the expression patterns of thousands of genes under different sets of conditions. A main task now is to propose analytical methods to identify groups of genes that manifest similar expression patterns and are activated by similar conditions. The corresponding analysis problem is to cluster multi-condition gene expression data. The purpose of this paper is to present a general view of clustering techniques used in microarray gene expression data analysis.
引用
收藏
页码:507 / 531
页数:25
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