A survey of current trends in computational drug repositioning
Chinese Academy of Medical Sciences & Peking Union Medical College · Courtesy Associates
Abstract
Computational drug repositioning or repurposing is a promising and efficient tool for discovering new uses from existing drugs and holds the great potential for precision medicine in the age of big data. The explosive growth of large-scale genomic and phenotypic data, as well as data of small molecular compounds with granted regulatory approval, is enabling new developments for computational repositioning. To achieve the shortest path toward new drug indications, advanced data processing and analysis strategies are critical for making sense of these heterogeneous molecular measurements. In this review, we show recent advancements in the critical areas of computational drug repositioning from multiple aspects.…
Citation impact
- FWCI
- 51.60
- Percentile
- 100%
- References
- 110
Authors
6- JLJiao LiCorresponding
Chinese Academy of Medical Sciences & Peking Union Medical College
- SZSi Zheng
Chinese Academy of Medical Sciences & Peking Union Medical College
- BCBin Chen
Courtesy Associates, Chinese Academy of Medical Sciences & Peking Union Medical College
- AJAtul J. Butte
Chinese Academy of Medical Sciences & Peking Union Medical College
- SJS. Joshua Swamidass
Chinese Academy of Medical Sciences & Peking Union Medical College
Topics & keywords
- Drug repositioning
- Computer science
- Computational model
- Repurposing
- Big data
- Data science
- Drug discovery
- Computational complexity theory
- Good health and well-being