Large-Scale Identification and Analysis of Suppressive Drug Interactions

被引:22
|
作者
Coko, Murat [1 ,2 ]
Weinstein, Zohar B. [1 ,3 ]
Yilancioglu, Kaan [1 ,3 ]
Tasan, Murat [3 ]
Doak, Allison [4 ]
Cansever, Dilay [1 ,3 ]
Mutlu, Beste [1 ,3 ]
Li, Siyang [3 ]
Rodriguez-Esteban, Raul [5 ]
Akhmedov, Murodzhon [1 ]
Guvenek, Aysegul [1 ]
Cokol, Melike [1 ]
Cetiner, Selim [1 ]
Giaever, Guri [3 ,6 ]
Iossifov, Ivan [7 ]
Nislow, Corey [3 ,6 ]
Shoichet, Brian [4 ]
Roth, Frederick P. [3 ,8 ,9 ,10 ,11 ]
机构
[1] Sabanci Univ, Biol Sci & Bioengn Program, Fac Engn & Nat Sci, TR-34956 Istanbul, Turkey
[2] Sabanci Univ, Nanotechnol Res & Applicat Ctr, TR-34956 Istanbul, Turkey
[3] Univ Toronto, Donnelly Ctr, Toronto, ON M5S 3E1, Canada
[4] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA 94158 USA
[5] Boehringer Ingelheim Pharmaceut Inc, Dept Computat Biol, Ridgefield, CT 06877 USA
[6] Univ British Columbia, Dept Pharmaceut Sci, Vancouver, BC V6T 1Z3, Canada
[7] Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA
[8] Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02215 USA
[9] Mt Sinai Hosp, Lunenfeld Tanenbaum Res Inst, Toronto, ON M5G 1X5, Canada
[10] Univ Toronto, Dept Mol Genet, Toronto, ON M5S 3E1, Canada
[11] Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3E1, Canada
来源
CHEMISTRY & BIOLOGY | 2014年 / 21卷 / 04期
基金
美国国家卫生研究院;
关键词
GENOME-WIDE ANALYSIS; SACCHAROMYCES-CEREVISIAE; ANTIBIOTIC-RESISTANCE; CANCER-THERAPY; MUTANTS; YEAST; 3-BROMOPYRUVATE; INHIBITION; PATHWAYS; TARGETS;
D O I
10.1016/j.chembiol.2014.02.012
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
One drug may suppress the effects of another. Although knowledge of drug suppression is vital to avoid efficacy-reducing drug interactions or discover countermeasures for chemical toxins, drug-drug suppression relationships have not been systematically mapped. Here, we analyze the growth response of Saccharomyces cerevisiae to anti-fungal compound ("drug") pairs. Among 440 ordered drub pairs, we identified 94 suppressive drug interactions. Using only pairs not selected on the basis of their suppression behavior, we provide an estimate of the prevalence of suppressive interactions between anti-fungal compounds as 17%. Analysis of the drug suppression network suggested that Bromopyruvate is a frequently suppressive drug and Staurosporine is a frequently suppressed drug. We investigated potential explanations for suppressive drug interactions, including chemogenomic analysis, coaggregation, and pH effects, allowing us to explain the interaction tendencies of Bromopyruvate.
引用
收藏
页码:541 / 551
页数:11
相关论文
共 50 条
  • [21] Predicting Drug-Drug Interactions Through Large-Scale Similarity-Based Link Prediction
    Fokoue, Achille
    Sadoghi, Mohammad
    Hassanzadeh, Oktie
    Zhang, Ping
    SEMANTIC WEB: LATEST ADVANCES AND NEW DOMAINS, 2016, 9678 : 774 - 789
  • [22] Towards reproducibility in large-scale analysis of protein-protein interactions
    Lund-Johansen, Fridtjof
    Tran, Trung
    Mehta, Adi
    NATURE METHODS, 2021, 18 (07) : 720 - 721
  • [23] A scalable framework for large-scale analysis of gene-gene interactions
    Hmidal, Moez Ben Haj
    Slimani, Yahya
    2014 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER), 2014, : 380 - 384
  • [24] From large-scale assays to mechanistic insights: computational analysis of interactions
    Jaimovich, Ariel
    Friedman, Nir
    CURRENT OPINION IN BIOTECHNOLOGY, 2011, 22 (01) : 87 - 93
  • [25] MONITORING LARGE-SCALE CRYOSPHERE ATMOSPHERE INTERACTIONS
    ROPELEWSKI, CF
    REMOTE SENSING OF ATMOSPHERE AND OCEANS, 1989, 9 : 213 - 218
  • [26] Intraguild interactions and large-scale population patterns
    Sircom, Julie
    Walde, Sandra J.
    JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY, 2009, 28 (03): : 649 - 658
  • [27] Large-scale analysis of the yeast proteome by multidimensional protein identification technology
    Michael P. Washburn
    Dirk Wolters
    John R. Yates
    Nature Biotechnology, 2001, 19 : 242 - 247
  • [28] Large-scale analysis of the yeast proteome by multidimensional protein identification technology
    Washburn, MP
    Wolters, D
    Yates, JR
    NATURE BIOTECHNOLOGY, 2001, 19 (03) : 242 - 247
  • [29] Introduction and Analysis of a Large-Scale Benchmark Automatic Vehicle Identification Dataset
    He, Zhaocheng
    Chen, Kaiying
    Chen, Xinyu
    Sun, Weiwei
    INTERNATIONAL CONFERENCE ON TRANSPORTATION AND DEVELOPMENT 2018: CONNECTED AND AUTONOMOUS VEHICLES AND TRANSPORTATION SAFETY, 2018, : 35 - 43
  • [30] Spectral fingerprints of large-scale neuronal interactions
    Siegel, Markus
    Donner, Tobias H.
    Engel, Andreas K.
    NATURE REVIEWS NEUROSCIENCE, 2012, 13 (02) : 121 - 134