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Volumn 21, Issue 2, 2016, Pages 225-238

Modelling of compound combination effects and applications to efficacy and toxicity: State-of-the-art, challenges and perspectives

Author keywords

[No Author keywords available]

Indexed keywords

ANTIBIOTIC AGENT; ANTIFUNGAL AGENT; ANTIMALARIAL AGENT; DRUG COMBINATION; RNA;

EID: 84968816746     PISSN: 13596446     EISSN: 18785832     Source Type: Journal    
DOI: 10.1016/j.drudis.2015.09.003     Document Type: Review
Times cited : (147)

References (134)
  • 1
    • 84891835786 scopus 로고    scopus 로고
    • Molecular-targeted agents combination therapy for cancer: Developments and potentials
    • F. Li, and et al. Molecular-targeted agents combination therapy for cancer: developments and potentials Int. J. Cancer 134 2014 1257 1269
    • (2014) Int. J. Cancer , vol.134 , pp. 1257-1269
    • Li, F.1
  • 2
    • 84869209775 scopus 로고    scopus 로고
    • Accelerating cancer therapy development: The importance of combination strategies and collaboration Summary of an Institute of Medicine Workshop
    • P.M. LoRusso, and et al. Accelerating cancer therapy development: the importance of combination strategies and collaboration Summary of an Institute of Medicine Workshop Clin. Cancer Res. 18 2012 6101 6109
    • (2012) Clin. Cancer Res. , vol.18 , pp. 6101-6109
    • LoRusso, P.M.1
  • 3
    • 84863654489 scopus 로고    scopus 로고
    • Combination therapy for treatment of infections with gram-negative bacteria
    • P.D. Tamma, and et al. Combination therapy for treatment of infections with gram-negative bacteria Clin. Microbiol. Rev. 25 2012 450 470
    • (2012) Clin. Microbiol. Rev. , vol.25 , pp. 450-470
    • Tamma, P.D.1
  • 4
    • 84898408111 scopus 로고    scopus 로고
    • Multitarget drug discovery for tuberculosis and other infectious diseases
    • K. Li, and et al. Multitarget drug discovery for tuberculosis and other infectious diseases J. Med. Chem. 57 2014 3126 3129
    • (2014) J. Med. Chem. , vol.57 , pp. 3126-3129
    • Li, K.1
  • 5
    • 84875261410 scopus 로고    scopus 로고
    • Combination approaches to combat multidrug-resistant bacteria
    • R.J. Worthington, and C. Melander Combination approaches to combat multidrug-resistant bacteria Trends Biotechnol. 31 2013 177 184
    • (2013) Trends Biotechnol. , vol.31 , pp. 177-184
    • Worthington, R.J.1    Melander, C.2
  • 6
    • 33845762340 scopus 로고    scopus 로고
    • Multi-target therapeutics: When the whole is greater than the sum of the parts
    • G.R. Zimmermann, and et al. Multi-target therapeutics: when the whole is greater than the sum of the parts Drug Discov. Today 12 2007 34 42
    • (2007) Drug Discov. Today , vol.12 , pp. 34-42
    • Zimmermann, G.R.1
  • 7
    • 84904707337 scopus 로고    scopus 로고
    • Quantitative phenotypic and pathway profiling guides rational drug combination strategies
    • J.C. Dawson, and N.O. Carragher Quantitative phenotypic and pathway profiling guides rational drug combination strategies Front. Pharmacol. 5 2014 1 7
    • (2014) Front. Pharmacol. , vol.5 , pp. 1-7
    • Dawson, J.C.1    Carragher, N.O.2
  • 8
    • 33745098387 scopus 로고    scopus 로고
    • Carbamazepine toxicity induced by lopinavir/ritonavir and nelfinavir
    • D.E. Bates, and R.J. Herman Carbamazepine toxicity induced by lopinavir/ritonavir and nelfinavir Ann. Pharmacother. 40 2006 1190 1195
    • (2006) Ann. Pharmacother. , vol.40 , pp. 1190-1195
    • Bates, D.E.1    Herman, R.J.2
  • 9
    • 0036197123 scopus 로고    scopus 로고
    • Carbamazepine toxicity during combination therapy with levetiracetam: A pharmacodynamic interaction
    • S.M. Sisodiya, and et al. Carbamazepine toxicity during combination therapy with levetiracetam: a pharmacodynamic interaction Epilepsy Res. 48 2002 217 219
    • (2002) Epilepsy Res. , vol.48 , pp. 217-219
    • Sisodiya, S.M.1
  • 10
    • 0031830305 scopus 로고    scopus 로고
    • Grapefruit juice-drug interactions
    • D.G. Bailey, and et al. Grapefruit juice-drug interactions Br. J. Clin. Pharmacol. 46 1998 101 110
    • (1998) Br. J. Clin. Pharmacol. , vol.46 , pp. 101-110
    • Bailey, D.G.1
  • 11
    • 33847662941 scopus 로고    scopus 로고
    • Intestinal drug transporter expression and the impact of grapefruit juice in humans
    • H. Glaeser, and et al. Intestinal drug transporter expression and the impact of grapefruit juice in humans Clin. Pharmacol. Ther. 81 2007 362 370
    • (2007) Clin. Pharmacol. Ther. , vol.81 , pp. 362-370
    • Glaeser, H.1
  • 12
    • 79952936924 scopus 로고    scopus 로고
    • Herbo-mineral ayurvedic treatment in a high risk acute promyelocytic leukemia patient with second relapse: 12 years follow up
    • B. Prakash, and et al. Herbo-mineral ayurvedic treatment in a high risk acute promyelocytic leukemia patient with second relapse: 12 years follow up J. Ayurveda Integr. Med. 1 2010 215 218
    • (2010) J. Ayurveda Integr. Med. , vol.1 , pp. 215-218
    • Prakash, B.1
  • 13
    • 77955898834 scopus 로고    scopus 로고
    • The four-herb Chinese medicine PHY906 reduces chemotherapy-induced gastrointestinal toxicity
    • W. Lam, and et al. The four-herb Chinese medicine PHY906 reduces chemotherapy-induced gastrointestinal toxicity Sci. Transl. Med. 2 2010 45 59
    • (2010) Sci. Transl. Med. , vol.2 , pp. 45-59
    • Lam, W.1
  • 14
    • 69749095454 scopus 로고    scopus 로고
    • Interactions between herbal medicines and prescribed drugs: An updated systematic review
    • A.A. Izzo, and E. Ernst Interactions between herbal medicines and prescribed drugs: an updated systematic review Drugs 69 2009 1777 1798
    • (2009) Drugs , vol.69 , pp. 1777-1798
    • Izzo, A.A.1    Ernst, E.2
  • 15
    • 84855928270 scopus 로고    scopus 로고
    • Drug interactions with herbal medicines
    • S. Shi, and U. Klotz Drug interactions with herbal medicines Clin. Pharmacokinet. 51 2012 77 104
    • (2012) Clin. Pharmacokinet. , vol.51 , pp. 77-104
    • Shi, S.1    Klotz, U.2
  • 16
    • 59349083179 scopus 로고    scopus 로고
    • Mechanisms of drug combinations: Interaction and network perspectives
    • J. Jia, and et al. Mechanisms of drug combinations: interaction and network perspectives Nat. Rev. Drug Discov. 8 2009 111 128
    • (2009) Nat. Rev. Drug Discov. , vol.8 , pp. 111-128
    • Jia, J.1
  • 18
    • 84906543224 scopus 로고    scopus 로고
    • Target-independent prediction of drug synergies using only drug lipophilicity
    • K. Yilancioglu, and et al. Target-independent prediction of drug synergies using only drug lipophilicity J. Chem. Inf. Model. 54 2014 2286 2293
    • (2014) J. Chem. Inf. Model. , vol.54 , pp. 2286-2293
    • Yilancioglu, K.1
  • 19
    • 12144258457 scopus 로고    scopus 로고
    • Multicomponent therapeutics for networked systems
    • C. Keith, and et al. Multicomponent therapeutics for networked systems Nat. Rev. Drug Discov. 4 2005 1 8
    • (2005) Nat. Rev. Drug Discov. , vol.4 , pp. 1-8
    • Keith, C.1
  • 20
    • 84893825160 scopus 로고    scopus 로고
    • High-throughput combinatorial screening identifies drugs that cooperate with ibrutinib to kill activated B-cell-like diffuse large B-cell lymphoma cells
    • L.A. Mathews Griner, and et al. High-throughput combinatorial screening identifies drugs that cooperate with ibrutinib to kill activated B-cell-like diffuse large B-cell lymphoma cells Proc. Natl. Acad. Sci. U. S. A. 111 2014 2349 2354
    • (2014) Proc. Natl. Acad. Sci. U. S. A. , vol.111 , pp. 2349-2354
    • Mathews Griner, L.A.1
  • 21
    • 1242352586 scopus 로고    scopus 로고
    • Augmentin (amoxicillin/clavulanate) in the treatment of community-acquired respiratory tract infection: A review of the continuing development of an innovative antimicrobial agent
    • A.R. White, and et al. Augmentin (amoxicillin/clavulanate) in the treatment of community-acquired respiratory tract infection: a review of the continuing development of an innovative antimicrobial agent J. Antimicrob. Chemother. 53 Suppl. 1 2004 i3 i20
    • (2004) J. Antimicrob. Chemother. , vol.53 , pp. i3-i20
    • White, A.R.1
  • 22
    • 84868036029 scopus 로고    scopus 로고
    • Evaluation of the novel combination of high-dose daptomycin plus trimethoprim-sulfamethoxazole against daptomycin-nonsusceptible methicillin-resistant Staphylococcus aureus using an in vitro pharmacokinetic/pharmacodynamic model of simulated endocardial vegetations
    • M.E. Steed, and et al. Evaluation of the novel combination of high-dose daptomycin plus trimethoprim-sulfamethoxazole against daptomycin-nonsusceptible methicillin-resistant Staphylococcus aureus using an in vitro pharmacokinetic/pharmacodynamic model of simulated endocardial vegetations Antimicrob. Agents Chemother. 56 2012 5709 5714
    • (2012) Antimicrob. Agents Chemother. , vol.56 , pp. 5709-5714
    • Steed, M.E.1
  • 23
    • 84924288734 scopus 로고    scopus 로고
    • Systems biology approaches for advancing the discovery of effective drug combinations
    • K.A. Ryall, and A.C. Tan Systems biology approaches for advancing the discovery of effective drug combinations J. Cheminform. 7 2015 1 15
    • (2015) J. Cheminform. , vol.7 , pp. 1-15
    • Ryall, K.A.1    Tan, A.C.2
  • 24
    • 33847643207 scopus 로고    scopus 로고
    • Chemical combination effects predict connectivity in biological systems
    • J. Lehár, and et al. Chemical combination effects predict connectivity in biological systems Mol. Syst. Biol. 3 2007 80
    • (2007) Mol. Syst. Biol. , vol.3 , pp. 80
    • Lehár, J.1
  • 25
    • 84897371312 scopus 로고    scopus 로고
    • Computational analyses of synergism in small molecular network motifs
    • Y. Zhang, and et al. Computational analyses of synergism in small molecular network motifs PLoS Comput. Biol. 10 2014 e1003524
    • (2014) PLoS Comput. Biol. , vol.10 , pp. e1003524
    • Zhang, Y.1
  • 26
    • 84857380650 scopus 로고    scopus 로고
    • Rational approaches to improving selectivity in drug design
    • D.J. Huggins, and et al. Rational approaches to improving selectivity in drug design J. Med. Chem. 55 2012 1424 1444
    • (2012) J. Med. Chem. , vol.55 , pp. 1424-1444
    • Huggins, D.J.1
  • 27
    • 84968841837 scopus 로고    scopus 로고
    • Kinase inhibitors: Analysing kinase inhibitor selectivity
    • C. Harrison Kinase inhibitors: analysing kinase inhibitor selectivity Nat. Rev. Drug Discov. 11 2012 21
    • (2012) Nat. Rev. Drug Discov. , vol.11 , pp. 21
    • Harrison, C.1
  • 28
    • 25844469583 scopus 로고    scopus 로고
    • Drug metabolism and pharmacokinetics, the blood-brain barrier, and central nervous system drug discovery
    • M.S. Alavijeh, and et al. Drug metabolism and pharmacokinetics, the blood-brain barrier, and central nervous system drug discovery NeuroRx 2 2005 554 571
    • (2005) NeuroRx , vol.2 , pp. 554-571
    • Alavijeh, M.S.1
  • 29
    • 67650488269 scopus 로고    scopus 로고
    • Synergistic drug combinations tend to improve therapeutically relevant selectivity
    • J. Lehár, and et al. Synergistic drug combinations tend to improve therapeutically relevant selectivity Nat. Biotechnol. 27 2009 659 666
    • (2009) Nat. Biotechnol. , vol.27 , pp. 659-666
    • Lehár, J.1
  • 30
    • 40049110830 scopus 로고    scopus 로고
    • Artemisinin-based combination treatment of falciparum malaria
    • F. Nosten, and N.J. White Artemisinin-based combination treatment of falciparum malaria Am. J. Trop. Med. Hyg. 77 2007 181 192
    • (2007) Am. J. Trop. Med. Hyg. , vol.77 , pp. 181-192
    • Nosten, F.1    White, N.J.2
  • 31
    • 79960302847 scopus 로고    scopus 로고
    • Synergistic drug combinations for tuberculosis therapy identified by a novel high-throughput screen
    • S. Ramón-García, and et al. Synergistic drug combinations for tuberculosis therapy identified by a novel high-throughput screen Antimicrob. Agents Chemother. 55 2011 3861 3869
    • (2011) Antimicrob. Agents Chemother. , vol.55 , pp. 3861-3869
    • Ramón-García, S.1
  • 32
    • 78049256281 scopus 로고    scopus 로고
    • A lethal combination for cancer cells: Synthetic lethality screenings for drug discovery
    • E. Ferrari, and et al. A lethal combination for cancer cells: synthetic lethality screenings for drug discovery Eur. J. Cancer 46 2010 2889 2895
    • (2010) Eur. J. Cancer , vol.46 , pp. 2889-2895
    • Ferrari, E.1
  • 33
    • 84871566320 scopus 로고    scopus 로고
    • Effective elimination of cancer stem cells by a novel drug combination strategy
    • S. Yuan, and et al. Effective elimination of cancer stem cells by a novel drug combination strategy Stem Cells 31 2013 23 34
    • (2013) Stem Cells , vol.31 , pp. 23-34
    • Yuan, S.1
  • 34
    • 84884688446 scopus 로고    scopus 로고
    • Target inhibition networks: Predicting selective combinations of druggable targets to block cancer survival pathways
    • J. Tang, and et al. Target inhibition networks: predicting selective combinations of druggable targets to block cancer survival pathways PLoS Comput. Biol. 9 2013 e1003226
    • (2013) PLoS Comput. Biol. , vol.9 , pp. e1003226
    • Tang, J.1
  • 35
    • 84863393080 scopus 로고    scopus 로고
    • Intratumor heterogeneity and branched evolution revealed by multiregion sequencing
    • M. Gerlinger, and et al. Intratumor heterogeneity and branched evolution revealed by multiregion sequencing N. Engl. J. Med. 366 2012 883 892
    • (2012) N. Engl. J. Med. , vol.366 , pp. 883-892
    • Gerlinger, M.1
  • 36
    • 84856013431 scopus 로고    scopus 로고
    • Clonal evolution in cancer
    • M. Greaves, and C.C. Maley Clonal evolution in cancer Nature 481 2012 306 313
    • (2012) Nature , vol.481 , pp. 306-313
    • Greaves, M.1    Maley, C.C.2
  • 37
    • 73849141661 scopus 로고    scopus 로고
    • Chemogenomic profiling predicts antifungal synergies
    • G. Jansen, and et al. Chemogenomic profiling predicts antifungal synergies Mol. Syst. Biol. 5 2009 338
    • (2009) Mol. Syst. Biol. , vol.5 , pp. 338
    • Jansen, G.1
  • 38
    • 84876834080 scopus 로고    scopus 로고
    • Genetic and genomic architecture of the evolution of resistance to antifungal drug combinations
    • J.A. Hill, and et al. Genetic and genomic architecture of the evolution of resistance to antifungal drug combinations PLoS Genet. 9 2013 e1003390
    • (2013) PLoS Genet. , vol.9 , pp. e1003390
    • Hill, J.A.1
  • 39
    • 79956107885 scopus 로고    scopus 로고
    • Combinations of antibiotics and nonantibiotic drugs enhance antimicrobial efficacy
    • L. Ejim, and et al. Combinations of antibiotics and nonantibiotic drugs enhance antimicrobial efficacy Nat. Chem. Biol. 7 2011 348 350
    • (2011) Nat. Chem. Biol. , vol.7 , pp. 348-350
    • Ejim, L.1
  • 40
    • 84886718141 scopus 로고    scopus 로고
    • Abiraterone acetate plus prednisone versus prednisone alone in chemotherapy-naive men with metastatic castration-resistant prostate cancer: Patient-reported outcome results of a randomised phase 3 trial
    • E. Basch, and et al. Abiraterone acetate plus prednisone versus prednisone alone in chemotherapy-naive men with metastatic castration-resistant prostate cancer: patient-reported outcome results of a randomised phase 3 trial Lancet Oncol. 14 2013 1193 1199
    • (2013) Lancet Oncol. , vol.14 , pp. 1193-1199
    • Basch, E.1
  • 41
    • 77952106918 scopus 로고    scopus 로고
    • Combination therapy in hypertension
    • A.H. Gradman, and et al. Combination therapy in hypertension J. Am. Soc. Hypertens. 4 2010 90 98
    • (2010) J. Am. Soc. Hypertens. , vol.4 , pp. 90-98
    • Gradman, A.H.1
  • 42
    • 33751040825 scopus 로고    scopus 로고
    • Monotherapy versus combination therapy
    • S.M. Patel, and L.D. Saravolatz Monotherapy versus combination therapy Med. Clin. North Am. 90 2006 1183 1195
    • (2006) Med. Clin. North Am. , vol.90 , pp. 1183-1195
    • Patel, S.M.1    Saravolatz, L.D.2
  • 43
    • 84874302341 scopus 로고    scopus 로고
    • Combine and conquer: Advantages and disadvantages of fixed-dose combination therapy
    • D.S.H. Bell Combine and conquer: advantages and disadvantages of fixed-dose combination therapy Diabetes Obes. Metab. 15 2013 291 300
    • (2013) Diabetes Obes. Metab. , vol.15 , pp. 291-300
    • Bell, D.S.H.1
  • 44
    • 80855124963 scopus 로고    scopus 로고
    • Systematic exploration of synergistic drug pairs
    • M. Cokol, and et al. Systematic exploration of synergistic drug pairs Mol. Syst. Biol. 7 2011 544
    • (2011) Mol. Syst. Biol. , vol.7 , pp. 544
    • Cokol, M.1
  • 45
    • 78649740382 scopus 로고    scopus 로고
    • Systems approaches and algorithms for discovery of combinatorial therapies
    • J.D. Feala, and et al. Systems approaches and algorithms for discovery of combinatorial therapies Wiley Interdiscip. Rev. Syst. Biol. Med. 2 2010 181 193
    • (2010) Wiley Interdiscip. Rev. Syst. Biol. Med. , vol.2 , pp. 181-193
    • Feala, J.D.1
  • 46
    • 0032724715 scopus 로고    scopus 로고
    • In vitro inhibitory effects of dual combinations of picornavirus replication inhibitors
    • L. Nikolaeva, and A.S. Galabov In vitro inhibitory effects of dual combinations of picornavirus replication inhibitors Acta Virol. 43 1999 303 311
    • (1999) Acta Virol. , vol.43 , pp. 303-311
    • Nikolaeva, L.1    Galabov, A.S.2
  • 47
    • 0038610570 scopus 로고    scopus 로고
    • Systematic discovery of multicomponent therapeutics
    • A.A. Borisy, and et al. Systematic discovery of multicomponent therapeutics Proc. Natl. Acad. Sci. U. S. A. 100 2003 7977 7982
    • (2003) Proc. Natl. Acad. Sci. U. S. A. , vol.100 , pp. 7977-7982
    • Borisy, A.A.1
  • 48
    • 78651499200 scopus 로고    scopus 로고
    • Systematic error detection in experimental high-throughput screening
    • P. Dragiev, and et al. Systematic error detection in experimental high-throughput screening BMC Bioinformatics 12 2011 25
    • (2011) BMC Bioinformatics , vol.12 , pp. 25
    • Dragiev, P.1
  • 49
    • 84874761449 scopus 로고    scopus 로고
    • Eli Lilly Co. Natl. Cent. Adv. Transl. Sci.
    • G.S. Sittampalam, and et al. Assay Guidance Manual 2004 Eli Lilly Co. Natl. Cent. Adv. Transl. Sci.
    • (2004) Assay Guidance Manual
    • Sittampalam, G.S.1
  • 50
    • 84942583278 scopus 로고    scopus 로고
    • High-throughput matrix screening identifies synergistic and antagonistic antimalarial drug combinations
    • B.T. Mott, and et al. High-throughput matrix screening identifies synergistic and antagonistic antimalarial drug combinations Sci. Rep. 5 2015 11389 10.1038/srep13891
    • (2015) Sci. Rep. , vol.5 , pp. 11389
    • Mott, B.T.1
  • 52
    • 84946384873 scopus 로고
    • The toxicity of poisons applied jointly-I
    • C.I. Bliss The toxicity of poisons applied jointly-I Ann. Appl. Biol. 26 1939 585 615
    • (1939) Ann. Appl. Biol. , vol.26 , pp. 585-615
    • Bliss, C.I.1
  • 53
    • 0001663843 scopus 로고
    • The problem of synergism and antagonism of combined drugs
    • S. Loewe The problem of synergism and antagonism of combined drugs Arzneimittelforschung 3 1953 285 290
    • (1953) Arzneimittelforschung , vol.3 , pp. 285-290
    • Loewe, S.1
  • 54
    • 33748794547 scopus 로고    scopus 로고
    • Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies
    • T. Chou Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies Pharmacol. Rev. 58 2006 621 681
    • (2006) Pharmacol. Rev. , vol.58 , pp. 621-681
    • Chou, T.1
  • 56
    • 0029036955 scopus 로고
    • The search for synergy: A critical review from a response surface perspective
    • W.R. Greco, and et al. The search for synergy: a critical review from a response surface perspective Pharmacol. Rev. 47 1995 331 385
    • (1995) Pharmacol. Rev. , vol.47 , pp. 331-385
    • Greco, W.R.1
  • 57
    • 84880554705 scopus 로고    scopus 로고
    • Cell-based drug combination screening with a microfluidic droplet array system
    • G.-S. Du, and et al. Cell-based drug combination screening with a microfluidic droplet array system Anal. Chem. 85 2013 6740 6747
    • (2013) Anal. Chem. , vol.85 , pp. 6740-6747
    • Du, G.-S.1
  • 58
    • 84905250780 scopus 로고    scopus 로고
    • Microfluidic system based high throughput drug screening system for curcumin/TRAIL combinational chemotherapy in human prostate cancer PC3 cells
    • D. An, and et al. Microfluidic system based high throughput drug screening system for curcumin/TRAIL combinational chemotherapy in human prostate cancer PC3 cells Biomol. Ther. (Seoul) 22 2014 355 362
    • (2014) Biomol. Ther. (Seoul) , vol.22 , pp. 355-362
    • An, D.1
  • 59
    • 84880797492 scopus 로고    scopus 로고
    • Searching for synergies: Matrix algebraic approaches for efficient pair screening
    • P. Gerlee, and et al. Searching for synergies: matrix algebraic approaches for efficient pair screening PLoS ONE 8 2013 e68598
    • (2013) PLoS ONE , vol.8 , pp. e68598
    • Gerlee, P.1
  • 60
    • 81355127286 scopus 로고    scopus 로고
    • Efficient discovery of anti-inflammatory small-molecule combinations using evolutionary computing
    • B.G. Small, and et al. Efficient discovery of anti-inflammatory small-molecule combinations using evolutionary computing Nat. Chem. Biol. 7 2011 902 908
    • (2011) Nat. Chem. Biol. , vol.7 , pp. 902-908
    • Small, B.G.1
  • 61
    • 84860222515 scopus 로고    scopus 로고
    • Metabolic network analysis predicts efficacy of FDA-approved drugs targeting the causative agent of a neglected tropical disease
    • A.K. Chavali, and et al. Metabolic network analysis predicts efficacy of FDA-approved drugs targeting the causative agent of a neglected tropical disease BMC Syst. Biol. 6 2012 27
    • (2012) BMC Syst. Biol. , vol.6 , pp. 27
    • Chavali, A.K.1
  • 62
    • 84895554358 scopus 로고    scopus 로고
    • Visualization of network target crosstalk optimizes drug synergism in myocardial ischemia
    • X. Wan, and et al. Visualization of network target crosstalk optimizes drug synergism in myocardial ischemia PLoS ONE 9 2014 e88137
    • (2014) PLoS ONE , vol.9 , pp. e88137
    • Wan, X.1
  • 63
    • 84885811004 scopus 로고    scopus 로고
    • Drug synergy screen and network modeling in dedifferentiated liposarcoma identifies CDK4 and IGF1R as synergistic drug targets
    • M.L. Miller, and et al. Drug synergy screen and network modeling in dedifferentiated liposarcoma identifies CDK4 and IGF1R as synergistic drug targets Sci. Signal. 6 2013 ra85
    • (2013) Sci. Signal. , vol.6 , pp. ra85
    • Miller, M.L.1
  • 64
    • 84911959806 scopus 로고    scopus 로고
    • Computational analysis of image-based drug profiling predicts synergistic drug combinations: Applications in triple-negative breast cancer
    • M.B. Brandl, and et al. Computational analysis of image-based drug profiling predicts synergistic drug combinations: applications in triple-negative breast cancer Mol. Oncol. 8 2014 1548 1560
    • (2014) Mol. Oncol. , vol.8 , pp. 1548-1560
    • Brandl, M.B.1
  • 65
    • 0036902193 scopus 로고    scopus 로고
    • Gene expression studies using microarrays: Principles, problems, and prospects
    • D. Murphy Gene expression studies using microarrays: principles, problems, and prospects Adv. Physiol. Educ. 26 2002 256 270
    • (2002) Adv. Physiol. Educ. , vol.26 , pp. 256-270
    • Murphy, D.1
  • 66
    • 84939942187 scopus 로고    scopus 로고
    • Using transcriptomics to guide lead optimization in drug discovery projects: Lessons learned from the QSTAR project
    • B. Verbist, and et al. Using transcriptomics to guide lead optimization in drug discovery projects: lessons learned from the QSTAR project Drug Discov. Today 20 2015 505 513
    • (2015) Drug Discov. Today , vol.20 , pp. 505-513
    • Verbist, B.1
  • 67
    • 84896802719 scopus 로고    scopus 로고
    • Predicting cooperative drug effects through the quantitative cellular profiling of response to individual drugs
    • J. Zhao, and et al. Predicting cooperative drug effects through the quantitative cellular profiling of response to individual drugs CPT pharmacometrics Syst. Pharmacol. 3 2014 e102
    • (2014) CPT Pharmacometrics Syst. Pharmacol. , vol.3 , pp. e102
    • Zhao, J.1
  • 68
    • 84906549588 scopus 로고    scopus 로고
    • A community effort to assess and improve drug sensitivity prediction algorithms
    • J.C. Costello, and et al. A community effort to assess and improve drug sensitivity prediction algorithms Nat. Biotechnol. 32 2014 1 103
    • (2014) Nat. Biotechnol. , vol.32 , pp. 1-103
    • Costello, J.C.1
  • 69
    • 79959473110 scopus 로고    scopus 로고
    • An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data
    • G. Jin, and et al. An enhanced Petri-net model to predict synergistic effects of pairwise drug combinations from gene microarray data Bioinformatics 27 2011 i310 i316
    • (2011) Bioinformatics , vol.27 , pp. i310-i316
    • Jin, G.1
  • 70
    • 33847346017 scopus 로고    scopus 로고
    • Prediction of drug combination chemosensitivity in human bladder cancer
    • D.M. Havaleshko, and et al. Prediction of drug combination chemosensitivity in human bladder cancer Mol. Cancer Ther. 6 2007 578 586
    • (2007) Mol. Cancer Ther. , vol.6 , pp. 578-586
    • Havaleshko, D.M.1
  • 71
    • 84907027923 scopus 로고    scopus 로고
    • Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy
    • J. Kim, and et al. Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy Bioinformatics 30 2014 2393 2398
    • (2014) Bioinformatics , vol.30 , pp. 2393-2398
    • Kim, J.1
  • 72
    • 84941656894 scopus 로고    scopus 로고
    • TIMMA-R: An R package for predicting synergistic multi-targeted drug combinations in cancer cell lines or patient-derived samples
    • L. He, and et al. TIMMA-R: an R package for predicting synergistic multi-targeted drug combinations in cancer cell lines or patient-derived samples Bioinformatics 31 2015 1866 1868
    • (2015) Bioinformatics , vol.31 , pp. 1866-1868
    • He, L.1
  • 73
    • 33749335282 scopus 로고    scopus 로고
    • The Connectivity Map: Using gene-expression signatures to connect small molecules, genes, and disease
    • J. Lamb, and et al. The Connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease Science 313 2006 1929 1935
    • (2006) Science , vol.313 , pp. 1929-1935
    • Lamb, J.1
  • 74
    • 77951274718 scopus 로고    scopus 로고
    • Drug discovery: Engineering drug combinations
    • S.J. Dixon, and B.R. Stockwell Drug discovery: engineering drug combinations Nat. Chem. Biol. 6 2010 318 319
    • (2010) Nat. Chem. Biol. , vol.6 , pp. 318-319
    • Dixon, S.J.1    Stockwell, B.R.2
  • 75
    • 54249089813 scopus 로고    scopus 로고
    • Combination chemical genetics
    • J. Lehár, and et al. Combination chemical genetics Nat. Chem. Biol. 4 2008 674 681
    • (2008) Nat. Chem. Biol. , vol.4 , pp. 674-681
    • Lehár, J.1
  • 76
    • 9144268287 scopus 로고    scopus 로고
    • Chemogenomic profiling: Identifying the functional interactions of small molecules in yeast
    • G. Giaever, and et al. Chemogenomic profiling: identifying the functional interactions of small molecules in yeast Proc. Natl. Acad. Sci. U. S. A. 101 2004 793 798
    • (2004) Proc. Natl. Acad. Sci. U. S. A. , vol.101 , pp. 793-798
    • Giaever, G.1
  • 77
    • 34247278567 scopus 로고    scopus 로고
    • Combinatorial RNAi: A winning strategy for the race against evolving targets?
    • D. Grimm, and M.A. Kay Combinatorial RNAi: a winning strategy for the race against evolving targets? Mol. Ther. 15 2007 878 888
    • (2007) Mol. Ther. , vol.15 , pp. 878-888
    • Grimm, D.1    Kay, M.A.2
  • 78
    • 34249851523 scopus 로고    scopus 로고
    • Combinatorial RNAi for quantitative protein network analysis
    • O. Sahin, and et al. Combinatorial RNAi for quantitative protein network analysis Proc. Natl. Acad. Sci. U. S. A. 104 2007 6579 6584
    • (2007) Proc. Natl. Acad. Sci. U. S. A. , vol.104 , pp. 6579-6584
    • Sahin, O.1
  • 79
    • 84867027382 scopus 로고    scopus 로고
    • All for one, one for all: New combinatorial RNAi therapies combat hepatitis C virus evolution
    • D. Grimm All for one, one for all: new combinatorial RNAi therapies combat hepatitis C virus evolution Mol. Ther. 20 2012 1661 1663
    • (2012) Mol. Ther. , vol.20 , pp. 1661-1663
    • Grimm, D.1
  • 80
    • 84872321385 scopus 로고    scopus 로고
    • SignaLink 2 - A signaling pathway resource with multi-layered regulatory networks
    • D. Fazekas, and et al. SignaLink 2 - a signaling pathway resource with multi-layered regulatory networks BMC Syst. Biol. 7 2013 7
    • (2013) BMC Syst. Biol. , vol.7 , pp. 7
    • Fazekas, D.1
  • 81
    • 0035861532 scopus 로고    scopus 로고
    • Systematic genetic analysis with ordered arrays of yeast deletion mutants
    • A.H. Tong, and et al. Systematic genetic analysis with ordered arrays of yeast deletion mutants Science 294 2001 2364 2368
    • (2001) Science , vol.294 , pp. 2364-2368
    • Tong, A.H.1
  • 82
    • 0242298326 scopus 로고    scopus 로고
    • Lethal combinations
    • C.L. Tucker, and S. Fields Lethal combinations Nat. Genet. 35 2003 204 205
    • (2003) Nat. Genet. , vol.35 , pp. 204-205
    • Tucker, C.L.1    Fields, S.2
  • 83
    • 10744230485 scopus 로고    scopus 로고
    • Global mapping of the yeast genetic interaction network
    • A.H.Y. Tong, and et al. Global mapping of the yeast genetic interaction network Science 303 2004 808 813
    • (2004) Science , vol.303 , pp. 808-813
    • Tong, A.H.Y.1
  • 84
    • 0347473810 scopus 로고    scopus 로고
    • Integration of chemical-genetic and genetic interaction data links bioactive compounds to cellular target pathways
    • A.B. Parsons, and et al. Integration of chemical-genetic and genetic interaction data links bioactive compounds to cellular target pathways Nat. Biotechnol. 22 2004 62 69
    • (2004) Nat. Biotechnol. , vol.22 , pp. 62-69
    • Parsons, A.B.1
  • 85
    • 10744225364 scopus 로고    scopus 로고
    • Discovering modes of action for therapeutic compounds using a genome-wide screen of yeast heterozygotes
    • P.Y. Lum, and et al. Discovering modes of action for therapeutic compounds using a genome-wide screen of yeast heterozygotes Cell 116 2004 121 137
    • (2004) Cell , vol.116 , pp. 121-137
    • Lum, P.Y.1
  • 86
    • 33847611532 scopus 로고    scopus 로고
    • Networks from drug-drug surfaces
    • P. Yeh, and R. Kishony Networks from drug-drug surfaces Mol. Syst. Biol. 3 2007 85
    • (2007) Mol. Syst. Biol. , vol.3 , pp. 85
    • Yeh, P.1    Kishony, R.2
  • 87
    • 84907027073 scopus 로고    scopus 로고
    • Similarity-based modeling in large-scale prediction of drug-drug interactions
    • S. Vilar, and et al. Similarity-based modeling in large-scale prediction of drug-drug interactions Nat. Protoc. 9 2014 2147 2163
    • (2014) Nat. Protoc. , vol.9 , pp. 2147-2163
    • Vilar, S.1
  • 88
    • 84899775182 scopus 로고    scopus 로고
    • Drug interactions - Principles, examples and clinical consequences
    • I. Cascorbi Drug interactions - principles, examples and clinical consequences Dtsch. Arztebl. Int. 109 2012 546 555
    • (2012) Dtsch. Arztebl. Int. , vol.109 , pp. 546-555
    • Cascorbi, I.1
  • 89
    • 54549087952 scopus 로고    scopus 로고
    • Pharmacokinetics and pharmacodynamics of drug interactions involving rifampicin, rifabutin and antimalarial drugs
    • M. Sousa, and et al. Pharmacokinetics and pharmacodynamics of drug interactions involving rifampicin, rifabutin and antimalarial drugs J. Antimicrob. Chemother. 62 2008 872 878
    • (2008) J. Antimicrob. Chemother. , vol.62 , pp. 872-878
    • Sousa, M.1
  • 90
    • 84858300305 scopus 로고    scopus 로고
    • Discovery and explanation of drug-drug interactions via text mining
    • B. Percha, and et al. Discovery and explanation of drug-drug interactions via text mining Pac. Symp. Biocomput. 29 2012 410 421
    • (2012) Pac. Symp. Biocomput. , vol.29 , pp. 410-421
    • Percha, B.1
  • 91
    • 77956517407 scopus 로고    scopus 로고
    • Discovering drug-drug interactions: A text-mining and reasoning approach based on properties of drug metabolism
    • L. Tari, and et al. Discovering drug-drug interactions: a text-mining and reasoning approach based on properties of drug metabolism Bioinformatics 26 2010 i547 i553
    • (2010) Bioinformatics , vol.26 , pp. i547-i553
    • Tari, L.1
  • 92
    • 84874662621 scopus 로고    scopus 로고
    • Informatics confronts drug-drug interactions
    • B. Percha, and R.B. Altman Informatics confronts drug-drug interactions Trends Pharmacol. Sci. 34 2013 178 184
    • (2013) Trends Pharmacol. Sci. , vol.34 , pp. 178-184
    • Percha, B.1    Altman, R.B.2
  • 93
    • 82355160710 scopus 로고    scopus 로고
    • Network-based analysis and characterization of adverse drug-drug interactions
    • M. Takarabe, and et al. Network-based analysis and characterization of adverse drug-drug interactions J. Chem. Inf. Model. 51 2011 2977 2985
    • (2011) J. Chem. Inf. Model. , vol.51 , pp. 2977-2985
    • Takarabe, M.1
  • 94
    • 84875992866 scopus 로고    scopus 로고
    • Systematic prediction of pharmacodynamic drug-drug interactions through protein-protein-interaction network
    • J. Huang, and et al. Systematic prediction of pharmacodynamic drug-drug interactions through protein-protein-interaction network PLoS Comput. Biol. 9 2013 e1002998
    • (2013) PLoS Comput. Biol. , vol.9 , pp. e1002998
    • Huang, J.1
  • 95
    • 78650016675 scopus 로고    scopus 로고
    • Assessment of algorithms for predicting drug-drug interactions via inhibition mechanisms: Comparison of dynamic and static models
    • E.J. Guest, and et al. Assessment of algorithms for predicting drug-drug interactions via inhibition mechanisms: comparison of dynamic and static models Br. J. Clin. Pharmacol. 71 2011 72 87
    • (2011) Br. J. Clin. Pharmacol. , vol.71 , pp. 72-87
    • Guest, E.J.1
  • 96
    • 44249116058 scopus 로고    scopus 로고
    • Hierarchical QSAR technology based on the Simplex representation of molecular structure
    • V.E. Kuz'min, and et al. Hierarchical QSAR technology based on the Simplex representation of molecular structure J. Comput. Aided Mol. Des. 22 2008 403 421
    • (2008) J. Comput. Aided Mol. Des. , vol.22 , pp. 403-421
    • Kuz'Min, V.E.1
  • 97
    • 80052953503 scopus 로고    scopus 로고
    • Synthesis, antifungal activity and QSAR study of 2-arylhydroxynitroindoles
    • G.V. Kokurkina, and et al. Synthesis, antifungal activity and QSAR study of 2-arylhydroxynitroindoles Eur. J. Med. Chem. 46 2011 4374 4382
    • (2011) Eur. J. Med. Chem. , vol.46 , pp. 4374-4382
    • Kokurkina, G.V.1
  • 98
    • 84869412244 scopus 로고    scopus 로고
    • Quantitative prediction of antitarget interaction profiles for chemical compounds
    • A.V. Zakharov, and et al. Quantitative prediction of antitarget interaction profiles for chemical compounds Chem. Res. Toxicol. 25 2012 2378 2385
    • (2012) Chem. Res. Toxicol. , vol.25 , pp. 2378-2385
    • Zakharov, A.V.1
  • 99
    • 84859899707 scopus 로고    scopus 로고
    • Existing and developing approaches for QSAR analysis of mixtures
    • E.N. Muratov, and et al. Existing and developing approaches for QSAR analysis of mixtures Mol. Inform. 31 2012 202 221
    • (2012) Mol. Inform. , vol.31 , pp. 202-221
    • Muratov, E.N.1
  • 100
    • 12144262660 scopus 로고    scopus 로고
    • Data integration: Challenges for drug discovery
    • D.B. Searls Data integration: challenges for drug discovery Nat. Rev. Drug Discov. 4 2005 45 58
    • (2005) Nat. Rev. Drug Discov. , vol.4 , pp. 45-58
    • Searls, D.B.1
  • 101
    • 37249026328 scopus 로고    scopus 로고
    • Integrating high-content screening and ligand-target prediction to identify mechanism of action
    • D.W. Young, and et al. Integrating high-content screening and ligand-target prediction to identify mechanism of action Nat. Chem. Biol. 4 2008 59 68
    • (2008) Nat. Chem. Biol. , vol.4 , pp. 59-68
    • Young, D.W.1
  • 102
    • 84862192766 scopus 로고    scopus 로고
    • ChEMBL: A large-scale bioactivity database for drug discovery
    • A. Gaulton, and et al. ChEMBL: a large-scale bioactivity database for drug discovery Nucleic Acids Res. 40 2012 1100 1107
    • (2012) Nucleic Acids Res. , vol.40 , pp. 1100-1107
    • Gaulton, A.1
  • 103
    • 84876515907 scopus 로고    scopus 로고
    • STRING v9.1: Protein-protein interaction networks, with increased coverage and integration
    • A. Franceschini, and et al. STRING v9.1: protein-protein interaction networks, with increased coverage and integration Nucleic Acids Res. 41 2013 808 815
    • (2013) Nucleic Acids Res. , vol.41 , pp. 808-815
    • Franceschini, A.1
  • 104
    • 84890283025 scopus 로고    scopus 로고
    • Identification and use of biomarkers in treatment strategies for triple-negative breast cancer subtypes
    • B.D. Lehmann, and J.A. Pietenpol Identification and use of biomarkers in treatment strategies for triple-negative breast cancer subtypes J. Pathol. 232 2014 142 150
    • (2014) J. Pathol. , vol.232 , pp. 142-150
    • Lehmann, B.D.1    Pietenpol, J.A.2
  • 105
    • 84960590019 scopus 로고
    • How and when should combination therapy be used? the role of an anchor drug
    • M. Farr, and P. Bacon How and when should combination therapy be used? The role of an anchor drug Br. J. Rheumatol. 34 1995 100 103
    • (1995) Br. J. Rheumatol. , vol.34 , pp. 100-103
    • Farr, M.1    Bacon, P.2
  • 106
    • 84878462187 scopus 로고    scopus 로고
    • Arrhenius thermodynamics and birth defects: Chemical teratogen synergy Untested, testable, and projected relevance
    • M.W. Miller, and C.C. Church Arrhenius thermodynamics and birth defects: chemical teratogen synergy Untested, testable, and projected relevance Birth Defects Res. C. Embryo Today 99 2013 50 60
    • (2013) Birth Defects Res. C. Embryo Today , vol.99 , pp. 50-60
    • Miller, M.W.1    Church, C.C.2
  • 107
    • 70350345805 scopus 로고    scopus 로고
    • Dual PDE3/4 inhibitors as therapeutic agents for chronic obstructive pulmonary disease
    • K.H. Banner, and N.J. Press Dual PDE3/4 inhibitors as therapeutic agents for chronic obstructive pulmonary disease Br. J. Pharmacol. 157 2009 892 906
    • (2009) Br. J. Pharmacol. , vol.157 , pp. 892-906
    • Banner, K.H.1    Press, N.J.2
  • 108
    • 84960564778 scopus 로고
    • Combining sulphasalazine and methotrexate in rheumatoid arthritis: Early clinical impressions
    • C. Haagsma, and et al. Combining sulphasalazine and methotrexate in rheumatoid arthritis: early clinical impressions Rheumatology 34 1995 104 108
    • (1995) Rheumatology , vol.34 , pp. 104-108
    • Haagsma, C.1
  • 109
    • 0033535754 scopus 로고    scopus 로고
    • Comparison of combination therapy with single-drug therapy in early rheumatoid arthritis: A randomised trial FIN-RACo trial group
    • T. Möttönen, and et al. Comparison of combination therapy with single-drug therapy in early rheumatoid arthritis: a randomised trial FIN-RACo trial group Lancet 353 1999 1568 1573
    • (1999) Lancet , vol.353 , pp. 1568-1573
    • Möttönen, T.1
  • 110
    • 79958257506 scopus 로고    scopus 로고
    • Review and management of side effects associated with antiplatelet therapy for prevention of recurrent cerebrovascular events
    • R. Guthrie Review and management of side effects associated with antiplatelet therapy for prevention of recurrent cerebrovascular events Adv. Ther. 28 2011 473 482
    • (2011) Adv. Ther. , vol.28 , pp. 473-482
    • Guthrie, R.1
  • 111
    • 77953545765 scopus 로고    scopus 로고
    • Topical methadone and meperidine analgesic synergy in the mouse
    • Y.A. Kolesnikov, and et al. Topical methadone and meperidine analgesic synergy in the mouse Eur. J. Pharmacol. 638 2010 61 64
    • (2010) Eur. J. Pharmacol. , vol.638 , pp. 61-64
    • Kolesnikov, Y.A.1
  • 112
    • 84919484455 scopus 로고    scopus 로고
    • An integrated approach to anti-cancer drug sensitivity prediction
    • N. Berlow, and et al. An integrated approach to anti-cancer drug sensitivity prediction IEEE/ACM Trans. Comput. Biol. Bioinform. 11 2014 995 1008
    • (2014) IEEE/ACM Trans. Comput. Biol. Bioinform. , vol.11 , pp. 995-1008
    • Berlow, N.1
  • 113
    • 84920919073 scopus 로고    scopus 로고
    • Utilization of translational bioinformatics to identify novel biomarkers of bortezomib resistance in multiple myeloma
    • D.J. Fall, and et al. Utilization of translational bioinformatics to identify novel biomarkers of bortezomib resistance in multiple myeloma J. Cancer 5 2014 720 727
    • (2014) J. Cancer , vol.5 , pp. 720-727
    • Fall, D.J.1
  • 114
    • 84902489807 scopus 로고    scopus 로고
    • DrugComboRanker: Drug combination discovery based on target network analysis
    • L. Huang, and et al. DrugComboRanker: drug combination discovery based on target network analysis Bioinformatics 30 2014 i228 i236
    • (2014) Bioinformatics , vol.30 , pp. i228-i236
    • Huang, L.1
  • 115
    • 84867690864 scopus 로고    scopus 로고
    • Systems-pharmacology dissection of a drug synergy in imatinib-resistant CML
    • G.E. Winter, and et al. Systems-pharmacology dissection of a drug synergy in imatinib-resistant CML Nat. Chem. Biol. 8 2012 905 912
    • (2012) Nat. Chem. Biol. , vol.8 , pp. 905-912
    • Winter, G.E.1
  • 116
    • 84880848738 scopus 로고    scopus 로고
    • Pathway-based screening strategy for multitarget inhibitors of diverse proteins in metabolic pathways
    • K.-C. Hsu, and et al. Pathway-based screening strategy for multitarget inhibitors of diverse proteins in metabolic pathways PLoS Comput. Biol. 9 2013 e1003127
    • (2013) PLoS Comput. Biol. , vol.9 , pp. e1003127
    • Hsu, K.-C.1
  • 117
    • 84896366331 scopus 로고    scopus 로고
    • Systems toxicology: From basic research to risk assessment
    • S.J. Sturla, and et al. Systems toxicology: from basic research to risk assessment Chem. Res. Toxicol. 27 2014 314 329
    • (2014) Chem. Res. Toxicol. , vol.27 , pp. 314-329
    • Sturla, S.J.1
  • 118
    • 8144221956 scopus 로고    scopus 로고
    • Chemical mixture toxicology: From descriptive to mechanistic, and going on to in silico toxicology
    • R.S.H. Yang, and et al. Chemical mixture toxicology: from descriptive to mechanistic, and going on to in silico toxicology Environ. Toxicol. Pharmacol. 18 2004 65 81
    • (2004) Environ. Toxicol. Pharmacol. , vol.18 , pp. 65-81
    • Yang, R.S.H.1
  • 119
    • 0033539525 scopus 로고    scopus 로고
    • A model-based approach for assessing in vivo combination therapy interactions
    • A.M. Lopez, and et al. A model-based approach for assessing in vivo combination therapy interactions Proc. Natl. Acad. Sci. U. S. A. 96 1999 13023 13028
    • (1999) Proc. Natl. Acad. Sci. U. S. A. , vol.96 , pp. 13023-13028
    • Lopez, A.M.1
  • 120
    • 84863012577 scopus 로고    scopus 로고
    • Two-stage model-free tests of synergy in drug combinations
    • C. Kelly, and et al. Two-stage model-free tests of synergy in drug combinations J. Biopharm. Stat. 22 2012 54 71
    • (2012) J. Biopharm. Stat. , vol.22 , pp. 54-71
    • Kelly, C.1
  • 121
    • 84857122815 scopus 로고    scopus 로고
    • Biogeographical analysis of chemical co-occurrence data to identify priorities for mixtures research
    • R. Tornero-Velez, and et al. Biogeographical analysis of chemical co-occurrence data to identify priorities for mixtures research Risk Anal. 32 2012 224 236
    • (2012) Risk Anal. , vol.32 , pp. 224-236
    • Tornero-Velez, R.1
  • 122
    • 58149116742 scopus 로고    scopus 로고
    • Characterization of mixtures. Part 1: Prediction of infinite-dilution activity coefficients using neural network-based QSPR models
    • S. Ajmani, and et al. Characterization of mixtures. Part 1: Prediction of infinite-dilution activity coefficients using neural network-based QSPR models QSAR Comb. Sci. 27 2008 1346 1361
    • (2008) QSAR Comb. Sci. , vol.27 , pp. 1346-1361
    • Ajmani, S.1
  • 123
    • 84862858909 scopus 로고    scopus 로고
    • QSPR approach to predict nonadditive properties of mixtures Application to bubble point temperatures of binary mixtures of liquids
    • I. Oprisiu, and et al. QSPR approach to predict nonadditive properties of mixtures Application to bubble point temperatures of binary mixtures of liquids Mol. Inform. 31 2012 491 502
    • (2012) Mol. Inform. , vol.31 , pp. 491-502
    • Oprisiu, I.1
  • 124
    • 77949497071 scopus 로고    scopus 로고
    • DCDB: Drug combination database
    • Y. Liu, and et al. DCDB: drug combination database Bioinformatics 26 2009 587 588
    • (2009) Bioinformatics , vol.26 , pp. 587-588
    • Liu, Y.1
  • 125
    • 84898487066 scopus 로고    scopus 로고
    • ASDCD: Antifungal Synergistic Drug Combination Database
    • X. Chen, and et al. ASDCD: Antifungal Synergistic Drug Combination Database PLoS ONE 9 2014 e86499
    • (2014) PLoS ONE , vol.9 , pp. e86499
    • Chen, X.1
  • 126
    • 75549090848 scopus 로고    scopus 로고
    • Update of TTD: Therapeutic Target Database
    • F. Zhu, and et al. Update of TTD: Therapeutic Target Database Nucleic Acids Res. 38 2009 787 791
    • (2009) Nucleic Acids Res. , vol.38 , pp. 787-791
    • Zhu, F.1
  • 127
    • 84858329412 scopus 로고    scopus 로고
    • Data-driven prediction of drug effects and interactions
    • N.P. Tatonetti, and et al. Data-driven prediction of drug effects and interactions Sci. Transl. Med 4 2012 125ra31
    • (2012) Sci. Transl. Med , vol.4 , pp. 125ra31
    • Tatonetti, N.P.1
  • 128
    • 33645396484 scopus 로고    scopus 로고
    • Functional classification of drugs by properties of their pairwise interactions
    • P. Yeh, and et al. Functional classification of drugs by properties of their pairwise interactions Nat. Genet. 38 2006 489 494
    • (2006) Nat. Genet. , vol.38 , pp. 489-494
    • Yeh, P.1
  • 129
    • 84891767304 scopus 로고    scopus 로고
    • DrugBank 4.0: Shedding new light on drug metabolism
    • V. Law, and et al. DrugBank 4.0: shedding new light on drug metabolism Nucleic Acids Res. 42 2014 D1091 D1097
    • (2014) Nucleic Acids Res. , vol.42 , pp. D1091-D1097
    • Law, V.1
  • 130
    • 84968923096 scopus 로고    scopus 로고
    • WOMBAT: World of Molecular Bioactivity
    • M. Olah, and et al. WOMBAT: World of Molecular Bioactivity Chemoinform Drug Discov 2005 10.1002/3527603743.ch9
    • (2005) Chemoinform Drug Discov
    • Olah, M.1
  • 131
    • 84891781052 scopus 로고    scopus 로고
    • STITCH 4: Integration of protein-chemical interactions with user data
    • M. Kuhn, and et al. STITCH 4: integration of protein-chemical interactions with user data Nucleic Acids Res. 42 2014 401 407
    • (2014) Nucleic Acids Res. , vol.42 , pp. 401-407
    • Kuhn, M.1
  • 132
    • 84874271270 scopus 로고    scopus 로고
    • NCBI GEO: Archive for functional genomics data sets - Update
    • T. Barrett, and et al. NCBI GEO: archive for functional genomics data sets - update Nucleic Acids Res. 41 2013 991 995
    • (2013) Nucleic Acids Res. , vol.41 , pp. 991-995
    • Barrett, T.1
  • 133
    • 76149120425 scopus 로고    scopus 로고
    • A side effect resource to capture phenotypic effects of drugs
    • M. Kuhn, and et al. A side effect resource to capture phenotypic effects of drugs Mol. Syst. Biol. 6 2010 1 6
    • (2010) Mol. Syst. Biol. , vol.6 , pp. 1-6
    • Kuhn, M.1
  • 134
    • 33845620001 scopus 로고    scopus 로고
    • The toxcast program for prioritizing toxicity testing of environmental chemicals
    • D.J. Dix, and et al. The toxcast program for prioritizing toxicity testing of environmental chemicals Toxicol. Sci. 95 2007 5 12
    • (2007) Toxicol. Sci. , vol.95 , pp. 5-12
    • Dix, D.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.