Analysis of DNA-chip and antigen-chip data: studies of cancer, stem cells and autoimmune diseases

被引:4
作者
Domany, E [1 ]
机构
[1] Weizmann Inst Sci, Dept Phys Complex Syst, IL-76100 Rehovot, Israel
关键词
gene expression; DNA microarray; leukemia; stem cells; antigen chip;
D O I
10.1016/j.cpc.2005.03.041
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Biology has undergone a revolution during the past decade. Deciphering the human genome has opened new horizons, among which the advent of DNA microarrays has been perhaps the most significant. These miniature measuring devices report the levels at which tens of thousands of genes are expressed in a collection of cells of interest (such as tissue from a tumor). I describe here briefly this technology and present an example of how analysis of data obtained from such high throughput experiments provides insights of possible clinical and therapeutic relevance for Acute Lymphoblastic Leukemia. Next, I describe how gene expression data is used to deduce a new design principle, "Just In Case", used by stem cells. Finally I briefly review a different novel technology, of antigen chips, which provide a fingerprint of a subject's immune system and may become a predictive clinical tool. The work reviewed here was done in collaboration with numerous colleagues and students. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:183 / 187
页数:5
相关论文
共 17 条
[1]  
Alberts B., 2002, Molecular Biology of The Cell, V4th
[2]  
[Anonymous], 1996, BIOL SCI
[3]  
[Anonymous], 2004, TENDING ADAMS GARDEN
[4]   MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia [J].
Armstrong, SA ;
Staunton, JE ;
Silverman, LB ;
Pieters, R ;
de Boer, ML ;
Minden, MD ;
Sallan, SE ;
Lander, ES ;
Golub, TR ;
Korsmeyer, SJ .
NATURE GENETICS, 2002, 30 (01) :41-47
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Superparamagnetic clustering of data [J].
Blatt, M ;
Wiseman, S ;
Domany, E .
PHYSICAL REVIEW LETTERS, 1996, 76 (18) :3251-3254
[7]   Cluster analysis of gene expression data [J].
Domany, E .
JOURNAL OF STATISTICAL PHYSICS, 2003, 110 (3-6) :1117-1139
[8]  
ELIZUR G, 2004, THESIS WEIZMANN I SC
[9]   Coupled two-way clustering analysis of gene microarray data [J].
Getz, G ;
Levine, E ;
Domany, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (22) :12079-12084
[10]  
GOLANMASHIACH M, IN PRESS FASEB J