Single-cell analysis tools for drug discovery and development

被引:361
作者
Heath, James R. [1 ]
Ribas, Antoni [2 ]
Mischel, Paul S. [3 ,4 ]
机构
[1] CALTECH, Div Chem & Chem Engn, MC 127-72,1200 East Calif Blvd, Pasadena, CA 91125 USA
[2] Univ Calif Los Angeles, Dept Med, 10833 Le Conte Ave, Los Angeles, CA 90095 USA
[3] Univ Calif San Diego, Dept Pathol, Ludwig Inst Canc Res San Diego, 9500 Gilman Dr, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Moores Canc Ctr, 9500 Gilman Dr, La Jolla, CA 92093 USA
关键词
CIRCULATING TUMOR-CELLS; GROWTH-FACTOR RECEPTOR; EXOME ANALYSIS REVEALS; GENE-EXPRESSION; RNA-SEQ; MESSENGER-RNA; T-CELLS; FLOW-CYTOMETRY; HEMATOPOIETIC STEM; SIGNALING PATHWAYS;
D O I
10.1038/nrd.2015.16
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
The genetic, functional or compositional heterogeneity of healthy and diseased tissues presents major challenges in drug discovery and development. Such heterogeneity hinders the design of accurate disease models and can confound the interpretation of biomarker levels and of patient responses to specific therapies. The complex nature of virtually all tissues has motivated the development of tools for single-cell genomic, transcriptomic and multiplex proteomic analyses. Here, we review these tools and assess their advantages and limitations. Emerging applications of single cell analysis tools in drug discovery and development, particularly in the field of oncology, are discussed.
引用
收藏
页码:204 / 216
页数:13
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