On Identifying Candidates for Drug Repurposing for the Treatment of Ulcerative Colitis using Gene Expression Data

被引:1
作者
Kim, Suyeon [1 ]
Thapa, Ishwor [1 ]
Zhang, Ling [1 ]
Ali, Hesham [1 ]
机构
[1] Univ Nebraska, Coll Informat Sci & Technol, Omaha, NE 68182 USA
来源
BIOINFORMATICS AND BIOMEDICAL ENGINEERING, IWBBIO 2019, PT I | 2019年 / 11465卷
关键词
Drug repurposing; Computational tools; Gene expression data; Systems biology; Next generation healthcare;
D O I
10.1007/978-3-030-17938-0_45
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The notion of repurposing of existing drugs to treat both common and rare diseases has gained traction from both academia and pharmaceutical companies. Given the high attrition rates, massive time, money, and effort of brand-new drug development, the advantages of drug repurposing in terms of lower costs and shorter development time have become more appealing. Computational drug repurposing is promising approach and has shown great potential in tailoring genomic findings to the development of treatments for diseases. However, there are still challenges involved in building a standard computational drug repurposing solution for high-throughput analysis and the implementation to clinical practice. In this study, we applied the computational drug repurposing approaches for Ulcerative Colitis (UC) patients to provide better treatment for this disabling disease. Repositioning drug candidates were identified, and these findings provide a potentially effective therapeutics for the treatment of UC patients. This preliminary computational drug repurposing pipeline will be extended in the near future to help realize the full potential of drug repurposing.
引用
收藏
页码:513 / 521
页数:9
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