Pathway Analysis for Drug Repositioning Based on Public Database Mining

被引:31
作者
Pan, Yongmei [1 ]
Cheng, Tiejun [1 ]
Wang, Yanli [1 ]
Bryant, Stephen H. [1 ]
机构
[1] NIH, Natl Ctr Biotechnol Informat, Natl Lib Med, Bethesda, MD 20894 USA
基金
美国国家卫生研究院;
关键词
CELL LUNG-CANCER; TRANS-RETINOIC ACID; GENE-EXPRESSION OMNIBUS; PANCREATIC-CANCER; BREAST-CANCER; PHASE-II; BIOLOGICAL PATHWAYS; RADIATION-THERAPY; GEFITINIB IRESSA; EGFR INHIBITOR;
D O I
10.1021/ci4005354
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Sixteen FDA-approved drugs were investigated to elucidate their mechanisms of action (MOAs) and clinical functions by pathway analysis based on retrieved drug targets interacting with or affected by the investigated drugs. Protein and gene targets and associated pathways were obtained by data-mining of public databases including the MMDB, PubChem BioAssay, GEO DataSets, and the BioSystems databases. Entrez E-Utilities were applied, and in-house Ruby scripts were developed for data retrieval and pathway analysis to identify and evaluate relevant pathways common to the retrieved drug targets. Pathways pertinent to clinical uses or MOAs were obtained for most drugs. Interestingly, some drugs identified pathways responsible for other diseases than their current therapeutic uses, and these pathways were verified retrospectively by in vitro tests, in vivo tests, or clinical trials. The pathway enrichment analysis based on drug target information from public databases could provide a novel approach for elucidating drug MOAs and repositioning, therefore benefiting the discovery of new therapeutic treatments for diseases.
引用
收藏
页码:407 / 418
页数:12
相关论文
共 120 条
  • [81] MOMPARLER RL, 1976, CANCER RES, V36, P2891
  • [82] Morisaki T, 2013, ANTICANCER RES, V33, P1387
  • [84] Natale Ronald B, 2003, Oncology (Williston Park), V17, P22
  • [85] Melatonin and celecoxib improve the outcomes in hamsters with experimental pancreatic cancer
    Padillo, Francisco J.
    Ruiz-Rabelo, Juan F.
    Cruz, Adolfo
    Perea, Maria D.
    Tasset, Inmaculada
    Montilla, Pedro
    Tunez, Isaac
    Muntane, Jordi
    [J]. JOURNAL OF PINEAL RESEARCH, 2010, 49 (03) : 264 - 270
  • [86] Identification of Novel Breast Cancer Resistance Protein (BCRP) Inhibitors by Virtual Screening
    Pan, Yongmei
    Chothe, Paresh P.
    Swaan, Peter W.
    [J]. MOLECULAR PHARMACEUTICS, 2013, 10 (04) : 1236 - 1248
  • [87] Identification and Validation of Novel Human Pregnane X Receptor Activators among Prescribed Drugs via Ligand-Based Virtual Screening
    Pan, Yongmei
    Li, Linhao
    Kim, Gregory
    Ekins, Sean
    Wang, Hongbing
    Swaan, Peter W.
    [J]. DRUG METABOLISM AND DISPOSITION, 2011, 39 (02) : 337 - 344
  • [88] EGF receptor gene mutations are common in lung cancers from "never smokers" and are associated with sensitivity of tumors to gefitinib and erlotinib
    Pao, W
    Miller, V
    Zakowski, M
    Doherty, J
    Politi, K
    Sarkaria, I
    Singh, B
    Heelan, R
    Rusch, V
    Fulton, L
    Mardis, E
    Kupfer, D
    Wilson, R
    Kris, M
    Varmus, H
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (36) : 13306 - 13311
  • [89] Parker J. J., 2013, NEUROONCOLOGY AMSTER
  • [90] Efficacy of Aerosolized Celecoxib Encapsulated Nanostructured Lipid Carrier in Non-small Cell Lung Cancer in Combination with Docetaxel
    Patel, Apurva R.
    Chougule, Mahavir B.
    Townley, I
    Patlolla, Ram
    Wang, Guangdi
    Singh, Mandip
    [J]. PHARMACEUTICAL RESEARCH, 2013, 30 (05) : 1435 - 1446