A Decade of Systems Biology

被引:205
作者
Chuang, Han-Yu [1 ,2 ]
Hofree, Matan [3 ]
Ideker, Trey [1 ,2 ,3 ,4 ]
机构
[1] Univ Calif San Diego, Dept Med, Div Med Genet, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Bioinformat Program, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
来源
ANNUAL REVIEW OF CELL AND DEVELOPMENTAL BIOLOGY, VOL 26 | 2010年 / 26卷
关键词
networks; models; high-throughput technology; genome-wide measurements; developmental biology; cell fate; biomarkers; epistasis; genetic interaction; genome-wide association study (GWAS); TRANSCRIPTIONAL REGULATORY CIRCUITRY; GENOME-WIDE ASSOCIATION; GENE-EXPRESSION PROFILE; NETWORK-BASED ANALYSIS; RNAI SCREEN; MICROARRAY ANALYSIS; PATHWAY ANALYSIS; COMMON DISEASES; BREAST-CANCER; MUTANT-CELLS;
D O I
10.1146/annurev-cellbio-100109-104122
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Systems biology provides a framework for assembling models of biological systems from systematic measurements. Since the field was first introduced a decade ago, considerable progress has been made in technologies for global cell measurement and in computational analyses of these data to map and model cell function. It has also greatly expanded into the translational sciences, with approaches pioneered in yeast now being applied to elucidate human development and disease. Here, we review the state of the field with a focus on four emerging applications of systems biology that are likely to be of particular importance during the decade to follow: (a) pathway-based biomarkers, (b) global genetic interaction maps, (c) systems approaches to identify disease genes, and (d) stem cell systems biology. We also cover recent advances in software tools that allow biologists to explore system-wide models and to formulate new hypotheses. The applications and methods covered in this review provide a set of prime exemplars useful to cell and developmental biologists wishing to apply systems approaches to areas of interest.
引用
收藏
页码:721 / 744
页数:24
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