JOURNAL ARTICLE

MD-Miner: a network-based approach for personalized drug repositioning

Haoyang WuElise MillerDenethi WijegunawardanaKelly ReganPhilip PayneFuhai Li

Year: 2017 Journal:   BMC Systems Biology Vol: 11 (S5)Pages: 86-86   Publisher: Springer Science+Business Media

Abstract

This work provides a signaling network-based drug repositioning approach. Compared with the reverse gene signature based drug repositioning approaches, the proposed method can provide clues of mechanism of action in terms of signaling transduction networks.

Keywords:
Drug repositioning Systems biology Drug Personalized medicine Computational biology Modelling biological systems Mechanism (biology) Gene regulatory network Interaction network Drug discovery Genomics Biological network Systems pharmacology Bioinformatics Gene Computer science Biology Genome Gene expression Pharmacology Genetics

Metrics

15
Cited By
2.37
FWCI (Field Weighted Citation Impact)
33
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Computational Drug Discovery Methods
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Bioinformatics and Genomic Networks
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Gene expression and cancer classification
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology

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