Suppr超能文献

基因表达的战略应用:从药物发现/开发到床边。

Strategic applications of gene expression: from drug discovery/development to bedside.

机构信息

Office of Clinical Pharmacology, Office of Translational Science, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD 20993, USA.

出版信息

AAPS J. 2013 Apr;15(2):427-37. doi: 10.1208/s12248-012-9447-1. Epub 2013 Jan 15.

Abstract

Gene expression is useful for identifying the molecular signature of a disease and for correlating a pharmacodynamic marker with the dose-dependent cellular responses to exposure of a drug. Gene expression offers utility to guide drug discovery by illustrating engagement of the desired cellular pathways/networks, as well as avoidance of acting on the toxicological pathways. Successful employment of gene-expression signatures in the later stages of drug development depends on their linkage to clinically meaningful phenotypic characteristics and requires a biologically meaningful mechanism combined with a stringent statistical rigor. Much of the success in clinical drug development is hinged on predefining the signature genes for their fitness for purposes of application. Specific examples are highlighted to illustrate the breadth and depth of the potential utility of gene-expression signatures in drug discovery and clinical development to targeted therapeutics at the bedside.

摘要

基因表达可用于鉴定疾病的分子特征,并将药效标志物与药物暴露引起的剂量依赖性细胞反应相关联。基因表达可用于指导药物发现,说明所期望的细胞途径/网络的参与,以及避免作用于毒理学途径。成功地将基因表达谱应用于药物开发的后期阶段取决于它们与临床有意义的表型特征的关联,并需要结合严格的统计学严谨性的生物学意义上的机制。临床药物开发的大部分成功都取决于为其应用目的预先定义特征基因。突出了具体示例,以说明基因表达谱在药物发现和临床开发中的广泛应用潜力,以及针对床边靶向治疗的潜在应用。

相似文献

2
Leveraging Genomic Factors to Improve Benefit-Risk.利用基因组因素改善获益-风险状况。
Clin Transl Sci. 2017 Mar;10(2):78-83. doi: 10.1111/cts.12439. Epub 2017 Feb 3.
4
Generation and utility of genetically humanized mouse models.基因人源化小鼠模型的构建与应用
Drug Discov Today. 2013 Dec;18(23-24):1200-11. doi: 10.1016/j.drudis.2013.07.007. Epub 2013 Jul 18.
5
Molecular classification and drug response prediction in cancer.癌症的分子分类和药物反应预测。
Curr Drug Targets. 2012 Nov;13(12):1488-94. doi: 10.2174/138945012803530143.
8
Network-based approaches in drug discovery and early development.基于网络的药物发现和早期开发方法。
Clin Pharmacol Ther. 2013 Dec;94(6):651-8. doi: 10.1038/clpt.2013.176. Epub 2013 Sep 11.
9
The Signature Program: Bringing the Protocol to the Patient.标志性项目:将方案应用于患者。
Clin Pharmacol Ther. 2015 Aug;98(2):124-6. doi: 10.1002/cpt.126. Epub 2015 May 11.

引用本文的文献

1
Genomic strategies for drug repurposing.基因组策略在药物再利用中的应用。
J Egypt Natl Canc Inst. 2024 Nov 11;36(1):35. doi: 10.1186/s43046-024-00245-z.
6
Consensus clustering for Bayesian mixture models.贝叶斯混合模型的一致性聚类。
BMC Bioinformatics. 2022 Jul 21;23(1):290. doi: 10.1186/s12859-022-04830-8.

本文引用的文献

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验