메뉴 건너뛰기




Volumn 1, Issue 4, 2015, Pages 168-180

Modeling epoxidation of drug-like molecules with a deep machine learning network

Author keywords

[No Author keywords available]

Indexed keywords

AROMATIC COMPOUNDS; AROMATIZATION; BIOMOLECULES; EPOXIDATION; METABOLITES; MOLECULES; SEPARATION;

EID: 84945573112     PISSN: 23747943     EISSN: 23747951     Source Type: Journal    
DOI: 10.1021/acscentsci.5b00131     Document Type: Article
Times cited : (152)

References (69)
  • 1
    • 0029128834 scopus 로고
    • Success rates for new drugs entering clinical testing in the United States
    • DiMasi, J. A. Success rates for new drugs entering clinical testing in the United States. Clin. Pharmacol. Ther. 1995, 58, 1-14.
    • (1995) Clin. Pharmacol. Ther. , vol.58 , pp. 1-14
    • DiMasi, J.A.1
  • 2
    • 81855205419 scopus 로고    scopus 로고
    • Role of reactive metabolites in drug-induced hepatotoxicity
    • Uetrecht, J., Ed.; Springer: Berlin
    • Srivastava, A.; Maggs, J.; Antoine, D.; Williams, D., Smith, D., Park, B. Role of Reactive Metabolites in Drug-Induced Hepatotoxicity. In Adverse Drug Reactions; Uetrecht, J., Ed.; Springer: Berlin, 2009; pp 165-194.
    • (2009) Adverse Drug Reactions , pp. 165-194
    • Srivastava, A.1    Maggs, J.2    Antoine, D.3    Williams, D.4    Smith, D.5    Park, B.6
  • 3
    • 70350273017 scopus 로고    scopus 로고
    • Structural alerts, reactive metabolites, and protein covalent binding: How reliable are these attributes as predictors of drug toxicity?
    • Kalgutkar, A. S.; Didiuk, M. T. Structural alerts, reactive metabolites, and protein covalent binding: how reliable are these attributes as predictors of drug toxicity? Chem. Biodiversity 2009, 6, 2115-2137.
    • (2009) Chem. Biodiversity , vol.6 , pp. 2115-2137
    • Kalgutkar, A.S.1    Didiuk, M.T.2
  • 4
    • 77954369240 scopus 로고    scopus 로고
    • Acute liver failure: Mechanisms of immune-mediated liver injury
    • Wu, Z.; Han, M.; Chen, T.; Yan, W.; Ning, Q. Acute liver failure: mechanisms of immune-mediated liver injury. Liver Int. 2010, 30, 782-794.
    • (2010) Liver Int. , vol.30 , pp. 782-794
    • Wu, Z.1    Han, M.2    Chen, T.3    Yan, W.4    Ning, Q.5
  • 5
    • 0034605712 scopus 로고    scopus 로고
    • Idiosyncratic drug reactions: The reactive metabolite syndromes
    • Knowles, S. R.; Uetrecht, J.; Shear, N. H. Idiosyncratic drug reactions: the reactive metabolite syndromes. Lancet 2000, 356, 1587-1591.
    • (2000) Lancet , vol.356 , pp. 1587-1591
    • Knowles, S.R.1    Uetrecht, J.2    Shear, N.H.3
  • 6
    • 33947245418 scopus 로고    scopus 로고
    • Overexpression of suppressor of cytokine signaling-3 in T cells exacerbates acetaminopheninduced hepatotoxicity
    • Numata, K.; Kubo, M.; Watanabe, H.; Takagi, K.; Mizuta, H.; Okada, S.; Kunkel, S. L.; Ito, T.; Matsukawa, A. Overexpression of suppressor of cytokine signaling-3 in T cells exacerbates acetaminopheninduced hepatotoxicity. J. Immunol. 2007, 178, 3777-3785.
    • (2007) J. Immunol. , vol.178 , pp. 3777-3785
    • Numata, K.1    Kubo, M.2    Watanabe, H.3    Takagi, K.4    Mizuta, H.5    Okada, S.6    Kunkel, S.L.7    Ito, T.8    Matsukawa, A.9
  • 7
    • 84870556929 scopus 로고    scopus 로고
    • Role of epoxide hydrolases in lipid metabolism
    • Morisseau, C. Role of epoxide hydrolases in lipid metabolism. Biochimie 2013, 95, 91-95.
    • (2013) Biochimie , vol.95 , pp. 91-95
    • Morisseau, C.1
  • 8
    • 33947470048 scopus 로고
    • Mechanisms of epoxide reactions
    • Parker, R.-E.; Isaacs, N. Mechanisms of epoxide reactions. Chem. Rev. 1959, 59, 737-799.
    • (1959) Chem. Rev. , vol.59 , pp. 737-799
    • Parker, R.-E.1    Isaacs, N.2
  • 9
    • 34548214599 scopus 로고    scopus 로고
    • Drug metabolite profiling and elucidation of druginduced hepatotoxicity
    • Tang, W. Drug metabolite profiling and elucidation of druginduced hepatotoxicity. Expert Opin. Drug Metab. Toxicol. 2007, 3, 407-420.
    • (2007) Expert Opin. Drug Metab. Toxicol. , vol.3 , pp. 407-420
    • Tang, W.1
  • 10
    • 84857307490 scopus 로고    scopus 로고
    • The primary role of hepatic metabolism in idiosyncratic drug-induced liver injury
    • Amacher, D. E. The primary role of hepatic metabolism in idiosyncratic drug-induced liver injury. Expert Opin. Drug Metab. Toxicol. 2012, 8, 335-347.
    • (2012) Expert Opin. Drug Metab. Toxicol. , vol.8 , pp. 335-347
    • Amacher, D.E.1
  • 11
    • 0034534035 scopus 로고    scopus 로고
    • Epoxide hydrolases: Biochemistry and molecular biology
    • Fretland, A. J.; Omiecinski, C. J. Epoxide hydrolases: biochemistry and molecular biology. Chem. Biol. Interact. 2000, 129, 41-59.
    • (2000) Chem. Biol. Interact. , vol.129 , pp. 41-59
    • Fretland, A.J.1    Omiecinski, C.J.2
  • 12
    • 84884226740 scopus 로고    scopus 로고
    • Streptomyces cytochromes P450: Applications in drug metabolism
    • Lamb, D. C.; Waterman, M. R.; Zhao, B. Streptomyces cytochromes P450: applications in drug metabolism. Expert Opin. Drug Metab. Toxicol. 2013, 9, 1279-1294.
    • (2013) Expert Opin. Drug Metab. Toxicol. , vol.9 , pp. 1279-1294
    • Lamb, D.C.1    Waterman, M.R.2    Zhao, B.3
  • 13
    • 84903991430 scopus 로고    scopus 로고
    • Trends in predicted chemoselectivity of cytochrome P450 oxidation: B3LYP barrier heights for epoxidation and hydroxylation reactions
    • Rydberg, P.; Lonsdale, R.; Harvey, J. N.; Mulholland, A. J.; Olsen, L. Trends in predicted chemoselectivity of cytochrome P450 oxidation: B3LYP barrier heights for epoxidation and hydroxylation reactions. J. Mol. Graphics Model. 2014, 52, 30-35.
    • (2014) J. Mol. Graphics Model , vol.52 , pp. 30-35
    • Rydberg, P.1    Lonsdale, R.2    Harvey, J.N.3    Mulholland, A.J.4    Olsen, L.5
  • 14
    • 84863920443 scopus 로고    scopus 로고
    • Contributions of human enzymes in carcinogen metabolism
    • Rendic, S.; Guengerich, F. P. Contributions of human enzymes in carcinogen metabolism. Chemical Res. Toxicol. 2012, 25, 1316-1383.
    • (2012) Chemical Res. Toxicol. , vol.25 , pp. 1316-1383
    • Rendic, S.1    Guengerich, F.P.2
  • 15
    • 84861646776 scopus 로고    scopus 로고
    • Reactions and enzymes in the metabolism of drugs and other xenobiotics
    • Testa, B.; Pedretti, A.; Vistoli, G. Reactions and enzymes in the metabolism of drugs and other xenobiotics. Drug Discovery Today 2012, 17, 549-560.
    • (2012) Drug Discovery Today , vol.17 , pp. 549-560
    • Testa, B.1    Pedretti, A.2    Vistoli, G.3
  • 16
    • 0342327333 scopus 로고    scopus 로고
    • The role of human glutathione transferases and epoxide hydrolases in the metabolism of xenobiotics
    • Seidegård, J.; Ekström, G. The role of human glutathione transferases and epoxide hydrolases in the metabolism of xenobiotics. Environ. Health Perspect. 1997, 105, 791.
    • (1997) Environ. Health Perspect. , vol.105 , pp. 791
    • Seidegård, J.1    Ekström, G.2
  • 17
    • 0036191958 scopus 로고    scopus 로고
    • Role of glutathione conjugate efflux in cellular protection against benzo [a] pyrene-7, 8-diol-9, 10-epoxide-induced DNA damage
    • Srivastava, S. K.; Watkins, S. C.; Schuetz, E.; Singh, S. V. Role of glutathione conjugate efflux in cellular protection against benzo [a] pyrene-7, 8-diol-9, 10-epoxide-induced DNA damage. Mol. Carcinog. 2002, 33, 156-162.
    • (2002) Mol. Carcinog. , vol.33 , pp. 156-162
    • Srivastava, S.K.1    Watkins, S.C.2    Schuetz, E.3    Singh, S.V.4
  • 18
    • 79952702137 scopus 로고    scopus 로고
    • Drug-induced toxicity on mitochondria and lipid metabolism: Mechanistic diversity and deleterious consequences for the liver
    • Begriche, K.; Massart, J.; Robin, M.-A.; Borgne-Sanchez, A.; Fromenty, B. Drug-induced toxicity on mitochondria and lipid metabolism: mechanistic diversity and deleterious consequences for the liver. J. Hepatol. 2011, 54, 773-794.
    • (2011) J. Hepatol. , vol.54 , pp. 773-794
    • Begriche, K.1    Massart, J.2    Robin, M.-A.3    Borgne-Sanchez, A.4    Fromenty, B.5
  • 19
    • 17444381536 scopus 로고    scopus 로고
    • Hepatic mitochondrial glutathione: Transport and role in disease and toxicity
    • Fernandez-Checa, J. C.; Kaplowitz, N. Hepatic mitochondrial glutathione: transport and role in disease and toxicity. Toxicol. Appl. Pharmacol. 2005, 204, 263-273.
    • (2005) Toxicol. Appl. Pharmacol. , vol.204 , pp. 263-273
    • Fernandez-Checa, J.C.1    Kaplowitz, N.2
  • 21
    • 53549107196 scopus 로고    scopus 로고
    • In vitro metabolism and covalent binding of enol-carboxamide derivatives and anti-inflammatory agents sudoxicam and meloxicam: Insights into the hepatotoxicity of sudoxicam
    • Obach, R. S.; Kalgutkar, A. S.; Ryder, T. F.; Walker, G. S. In vitro metabolism and covalent binding of enol-carboxamide derivatives and anti-inflammatory agents sudoxicam and meloxicam: insights into the hepatotoxicity of sudoxicam. Chem. Res. Toxicol. 2008, 21, 1890-1899.
    • (2008) Chem. Res. Toxicol. , vol.21 , pp. 1890-1899
    • Obach, R.S.1    Kalgutkar, A.S.2    Ryder, T.F.3    Walker, G.S.4
  • 22
    • 28144440176 scopus 로고    scopus 로고
    • Pathways of carbamazepine bioactivation in vitro: II. The role of human cytochrome P450 enzymes in the formation of 2-hydroxyiminostilbene
    • Pearce, R. E.; Uetrecht, J. P.; Leeder, J. S. Pathways of carbamazepine bioactivation in vitro: II. The role of human cytochrome P450 enzymes in the formation of 2-hydroxyiminostilbene. Drug Metab. Dispos. 2005, 33, 1819-1826.
    • (2005) Drug Metab. Dispos. , vol.33 , pp. 1819-1826
    • Pearce, R.E.1    Uetrecht, J.P.2    Leeder, J.S.3
  • 23
    • 0034998436 scopus 로고    scopus 로고
    • Oxcarbazepine, an antiepileptic agent
    • Kalis, M. M.; Huff, N. A. Oxcarbazepine, an antiepileptic agent. Clin. Ther. 2001, 23, 680-700.
    • (2001) Clin. Ther. , vol.23 , pp. 680-700
    • Kalis, M.M.1    Huff, N.A.2
  • 24
    • 79959979514 scopus 로고    scopus 로고
    • Carbamazepine and the active epoxide metabolite are effectively cleared by hemodialysis followed by continuous venovenous hemodialysis in an acute overdose
    • Harder, J. L.; Heung, M.; Vilay, A. M.; Mueller, B. A.; Segal, J. H. Carbamazepine and the active epoxide metabolite are effectively cleared by hemodialysis followed by continuous venovenous hemodialysis in an acute overdose. Hemodial. Int. 2011, 15, 412-415.
    • (2011) Hemodial. Int. , vol.15 , pp. 412-415
    • Harder, J.L.1    Heung, M.2    Vilay, A.M.3    Mueller, B.A.4    Segal, J.H.5
  • 25
    • 84897939828 scopus 로고    scopus 로고
    • Comparision of efficacy and safety of carbamazepine and eslicarbazepine in adult partial and generalized seizures
    • Jayasutha, S.; Bhargavdilip, S.; Kishore, K.; Ramasamy, C. Comparision of efficacy and safety of carbamazepine and eslicarbazepine in adult partial and generalized seizures. Asian J. Pharm. Clin. Res 2014, 7, 144-147.
    • (2014) Asian J. Pharm. Clin. Res , vol.7 , pp. 144-147
    • Jayasutha, S.1    Bhargavdilip, S.2    Kishore, K.3    Ramasamy, C.4
  • 26
    • 85011981299 scopus 로고    scopus 로고
    • Covalent adduction of carbamazepine 10, 11-epoxide with human serum albumin and glutathione S-transferase pi: Implications for carbamazepine hypersensitivity
    • Yip, V.; Maggs, J.; Meng, X.; Marson, A.; Park, K.; Pirmohamed, M. Covalent adduction of carbamazepine 10, 11-epoxide with human serum albumin and glutathione S-transferase pi: implications for carbamazepine hypersensitivity. Lancet 2014, 383, S114.
    • (2014) Lancet , vol.383 , pp. S114
    • Yip, V.1    Maggs, J.2    Meng, X.3    Marson, A.4    Park, K.5    Pirmohamed, M.6
  • 27
    • 0024494368 scopus 로고
    • A double-blind study comparing oxcarbazepine and carbamazepine in patients with newly diagnosed, previously untreated epilepsy
    • Dam, M.; Ekberg, R.; Løyning, Y.; Waltimo, O.; Jakobsen, K. A double-blind study comparing oxcarbazepine and carbamazepine in patients with newly diagnosed, previously untreated epilepsy. Epilepsy Res. 1989, 3, 70-76.
    • (1989) Epilepsy Res. , vol.3 , pp. 70-76
    • Dam, M.1    Ekberg, R.2    Løyning, Y.3    Waltimo, O.4    Jakobsen, K.5
  • 28
    • 84896506204 scopus 로고    scopus 로고
    • Xeno site: Accurately predicting CYP-mediated sites of metabolism with neural networks
    • Zaretzki, J.; Matlock, M.; Swamidass, S. J. Xeno Site: Accurately predicting CYP-mediated sites of metabolism with neural networks. J. Chem. Inf. Model. 2013, 53, 3373-3383.
    • (2013) J. Chem. Inf. Model , vol.53 , pp. 3373-3383
    • Zaretzki, J.1    Matlock, M.2    Swamidass, S.J.3
  • 29
    • 84866663451 scopus 로고    scopus 로고
    • Development of a computational tool to rival experts in the prediction of sites of metabolism of xenobiotics by P450s
    • Campagna-Slater, V.; Pottel, J.; Therrien, E.; Cantin, L.-D.; Moitessier, N. Development of a Computational Tool to Rival Experts in the Prediction of Sites of Metabolism of Xenobiotics by P450s. J. Chem. Inf. Model. 2012, 52, 2471-2481.
    • (2012) J. Chem. Inf. Model , vol.52 , pp. 2471-2481
    • Campagna-Slater, V.1    Pottel, J.2    Therrien, E.3    Cantin, L.-D.4    Moitessier, N.5
  • 30
    • 77953932263 scopus 로고    scopus 로고
    • SMARTCyp: A 2D method for prediction of cytochrome P450-mediated drug metabolism
    • Rydberg, P.; Gloriam, D. E.; Zaretzki, J.; Breneman, C.; Olsen, L. SMARTCyp: A 2D method for prediction of cytochrome P450-mediated drug metabolism. ACS Med. Chem. Lett. 2010, 1, 96-100.
    • (2010) ACS Med. Chem. Lett. , vol.1 , pp. 96-100
    • Rydberg, P.1    Gloriam, D.E.2    Zaretzki, J.3    Breneman, C.4    Olsen, L.5
  • 31
    • 84862845373 scopus 로고    scopus 로고
    • RS-predictor models augmented with SMARTCyp reactivities: Robust metabolic regioselectivity predictions for nine CYP isozymes
    • Zaretzki, J.; Rydberg, P.; Bergeron, C.; Bennett, K. P.; Olsen, L.; Breneman, C. M. RS-Predictor Models Augmented with SMARTCyp Reactivities: Robust Metabolic Regioselectivity Predictions for Nine CYP Isozymes. J. Chem. Inf. Model. 2012, 52, 1637-1659.
    • (2012) J. Chem. Inf. Model , vol.52 , pp. 1637-1659
    • Zaretzki, J.1    Rydberg, P.2    Bergeron, C.3    Bennett, K.P.4    Olsen, L.5    Breneman, C.M.6
  • 32
    • 0036136527 scopus 로고    scopus 로고
    • Computational models for cytochrome P450: A predictive electronic model for aromatic oxidation and hydrogen atom abstraction
    • Jones, J. P.; Mysinger, M.; Korzekwa, K. R. Computational models for cytochrome P450: a predictive electronic model for aromatic oxidation and hydrogen atom abstraction. Drug Metab. Dispos. 2002, 30, 7-12.
    • (2002) Drug Metab. Dispos. , vol.30 , pp. 7-12
    • Jones, J.P.1    Mysinger, M.2    Korzekwa, K.R.3
  • 33
    • 68149168645 scopus 로고    scopus 로고
    • EaMEAD: Activation energy prediction of cytochrome P450 mediated metabolism with effective atomic descriptors
    • Kim, D. N.; Cho, K.-H.; Oh, W. S.; Lee, C. J.; Lee, S. K.; Jung, J.; No, K. T. EaMEAD: Activation energy prediction of cytochrome P450 mediated metabolism with effective atomic descriptors. J. Chem. Inf. Model. 2009, 49, 1643-1654.
    • (2009) J. Chem. Inf. Model , vol.49 , pp. 1643-1654
    • Kim, D.N.1    Cho, K.-H.2    Oh, W.S.3    Lee, C.J.4    Lee, S.K.5    Jung, J.6    No, K.T.7
  • 34
    • 0034973773 scopus 로고    scopus 로고
    • Common and uncommon cytochrome P450 reactions related to metabolism and chemical toxicity
    • Guengerich, F. P. Common and uncommon cytochrome P450 reactions related to metabolism and chemical toxicity. Chem. Res. Toxicol. 2001, 14, 611-650.
    • (2001) Chem. Res. Toxicol. , vol.14 , pp. 611-650
    • Guengerich, F.P.1
  • 35
    • 0021933433 scopus 로고
    • Acute hepatitis in a patient treated with carbamazepine
    • Galeone, D.; Lamontanara, G.; Torelli, D. Acute hepatitis in a patient treated with carbamazepine. J. Neurol. 1985, 232, 301-303.
    • (1985) J. Neurol. , vol.232 , pp. 301-303
    • Galeone, D.1    Lamontanara, G.2    Torelli, D.3
  • 37
    • 0037223878 scopus 로고    scopus 로고
    • Cytochrome P450 oxidations in the generation of reactive electrophiles: Epoxidation and related reactions
    • Peter Guengerich, F. Cytochrome P450 oxidations in the generation of reactive electrophiles: epoxidation and related reactions. Arch. Biochem. Biophys. 2003, 409, 59-71.
    • (2003) Arch. Biochem. Biophys. , vol.409 , pp. 59-71
    • Peter Guengerich, F.1
  • 38
    • 0029079186 scopus 로고
    • Anti-benzo [a] pyrene diolepoxide-DNA adduct levels in peripheral mononuclear cells from coke oven workers and the enhancing effect of smoking
    • Rojas, M.; Alexandrov, K.; Auburtin, G.; Wastiaux-Denamur, A.; Mayer, L.; Mahieu, B.; Sebastien, P.; Bartsch, H. Anti-benzo [a] pyrene diolepoxide-DNA adduct levels in peripheral mononuclear cells from coke oven workers and the enhancing effect of smoking. Carcinogenesis 1995, 16, 1373-1376.
    • (1995) Carcinogenesis , vol.16 , pp. 1373-1376
    • Rojas, M.1    Alexandrov, K.2    Auburtin, G.3    Wastiaux-Denamur, A.4    Mayer, L.5    Mahieu, B.6    Sebastien, P.7    Bartsch, H.8
  • 39
    • 41249091782 scopus 로고    scopus 로고
    • Pybel: A python wrapper for the open babel cheminformatics toolkit
    • O'Boyle, N. M., Morley, C., Hutchison, G. R. Pybel: a Python wrapper for the Open Babel cheminformatics toolkit Chem. Cent J. 2008 2.
    • (2008) Chem. Cent J. , vol.2
    • O'Boyle, N.M.1    Morley, C.2    Hutchison, G.R.3
  • 40
    • 73149113310 scopus 로고    scopus 로고
    • Quantifying the metabolic activation of nevirapine in patients by integrated applications of NMR and mass spectrometries
    • Srivastava, A.; Lian, L.-Y.; Maggs, J. L.; Chaponda, M.; Pirmohamed, M.; Williams, D. P.; Park, B. K. Quantifying the metabolic activation of nevirapine in patients by integrated applications of NMR and mass spectrometries. Drug Metab. Dispos. 2010, 38, 122-132.
    • (2010) Drug Metab. Dispos. , vol.38 , pp. 122-132
    • Srivastava, A.1    Lian, L.-Y.2    Maggs, J.L.3    Chaponda, M.4    Pirmohamed, M.5    Williams, D.P.6    Park, B.K.7
  • 43
    • 84928485144 scopus 로고    scopus 로고
    • Site of reactivity models predict molecular reactivity of diverse chemicals with glutathione
    • Hughes, T. B.; Miller, G. P.; Swamidass, S. J. Site of Reactivity Models Predict Molecular Reactivity of Diverse Chemicals with Glutathione. Chem. Res. Toxicol. 2015, 28, 797-809.
    • (2015) Chem. Res. Toxicol. , vol.28 , pp. 797-809
    • Hughes, T.B.1    Miller, G.P.2    Swamidass, S.J.3
  • 44
    • 0025390935 scopus 로고
    • MOPAC: A semiempirical molecular orbital program
    • Stewart, J. J. MOPAC: a semiempirical molecular orbital program. J. Comput.-Aided Mol. Des. 1990, 4, 1-103.
    • (1990) J. Comput.-Aided Mol. Des. , vol.4 , pp. 1-103
    • Stewart, J.J.1
  • 45
    • 84876408960 scopus 로고    scopus 로고
    • On the performance of the semiempirical quantum mechanical PM6 and PM7 methods for noncovalent interactions
    • Hostaš, J.; Řezáč, J.; Hobza, P. On the performance of the semiempirical quantum mechanical PM6 and PM7 methods for noncovalent interactions. Chem. Phys. Lett. 2013, 568, 161-166.
    • (2013) Chem. Phys. Lett. , vol.568 , pp. 161-166
    • Hostaš, J.1    Řezáč, J.2    Hobza, P.3
  • 46
  • 49
    • 0038440502 scopus 로고    scopus 로고
    • Predicting drug metabolism: A site of metabolism prediction tool applied to the cytochrome P450 2C9
    • Zamora, I.; Afzelius, L.; Cruciani, G. Predicting drug metabolism: a site of metabolism prediction tool applied to the cytochrome P450 2C9. J. Med. Chem. 2003, 46, 2313-2324.
    • (2003) J. Med. Chem. , vol.46 , pp. 2313-2324
    • Zamora, I.1    Afzelius, L.2    Cruciani, G.3
  • 50
    • 77952832818 scopus 로고    scopus 로고
    • A CROC stronger than ROC: Measuring, visualizing and optimizing early retrieval
    • Swamidass, S. J.; Azencott, C.-A.; Daily, K.; Baldi, P. A CROC stronger than ROC: measuring, visualizing and optimizing early retrieval. Bioinformatics 2010, 26, 1348-1356.
    • (2010) Bioinformatics , vol.26 , pp. 1348-1356
    • Swamidass, S.J.1    Azencott, C.-A.2    Daily, K.3    Baldi, P.4
  • 51
    • 0345117343 scopus 로고    scopus 로고
    • Comparison of linear and nonlinear classification algorithms for the prediction of drug and chemical metabolism by human UDP-glucuronosyltransferase isoforms
    • Sorich, M. J.; Miners, J. O.; McKinnon, R. A.; Winkler, D. A.; Burden, F. R.; Smith, P. A. Comparison of linear and nonlinear classification algorithms for the prediction of drug and chemical metabolism by human UDP-glucuronosyltransferase isoforms. J. Chem. Inf. Comput. Sci. 2003, 43, 2019-2024.
    • (2003) J. Chem. Inf. Comput. Sci. , vol.43 , pp. 2019-2024
    • Sorich, M.J.1    Miners, J.O.2    McKinnon, R.A.3    Winkler, D.A.4    Burden, F.R.5    Smith, P.A.6
  • 52
    • 33751218299 scopus 로고    scopus 로고
    • Investigation of the genotoxicity of dibenzo [c, p] chrysene in human carcinoma MCF-7 cells in culture
    • Mahadevan, B.; Luch, A.; Atkin, J.; Nguyen, T.; Sharma, A. K.; Amin, S.; Baird, W. M. Investigation of the genotoxicity of dibenzo [c, p] chrysene in human carcinoma MCF-7 cells in culture. Chem. Biol. Interact. 2006, 164, 181-191.
    • (2006) Chem. Biol. Interact. , vol.164 , pp. 181-191
    • Mahadevan, B.1    Luch, A.2    Atkin, J.3    Nguyen, T.4    Sharma, A.K.5    Amin, S.6    Baird, W.M.7
  • 53
    • 73149095594 scopus 로고    scopus 로고
    • Comparative biotransformation of pyrazinone-containing corticotropin-releasing factor receptor-1 antagonists: Minimizing the reactive metabolite formation
    • Zhuo, X.; Hartz, R. A.; Bronson, J. J.; Wong, H.; Ahuja, V. T.; Vrudhula, V. M.; Leet, J. E.; Huang, S.; Macor, J. E.; Shu, Y.-Z. Comparative biotransformation of pyrazinone-containing corticotropin-releasing factor receptor-1 antagonists: minimizing the reactive metabolite formation. Drug Metab. Dispos. 2010, 38, 5-15.
    • (2010) Drug Metab. Dispos. , vol.38 , pp. 5-15
    • Zhuo, X.1    Hartz, R.A.2    Bronson, J.J.3    Wong, H.4    Ahuja, V.T.5    Vrudhula, V.M.6    Leet, J.E.7    Huang, S.8    Macor, J.E.9    Shu, Y.-Z.10
  • 54
    • 77949407166 scopus 로고    scopus 로고
    • Cytochrome P450-mediated epoxidation of 2-aminothiazole-based AKT inhibitors: Identification of novel GSH adducts and reduction of metabolic activation through structural changes guided by in silico and in vitro screening
    • Subramanian, R.; et al. Cytochrome P450-mediated epoxidation of 2-aminothiazole-based AKT inhibitors: identification of novel GSH adducts and reduction of metabolic activation through structural changes guided by in silico and in vitro screening. Chem. Res. Toxicol. 2010, 23, 653-663.
    • (2010) Chem. Res. Toxicol. , vol.23 , pp. 653-663
    • Subramanian, R.1
  • 55
    • 0033623037 scopus 로고    scopus 로고
    • Application of neural networks and sensitivity analysis to improved prediction of trauma survival
    • Hunter, A.; Kennedy, L.; Henry, J.; Ferguson, I. Application of neural networks and sensitivity analysis to improved prediction of trauma survival. Comput. Methods Programs Biomed. 2000, 62, 11-19.
    • (2000) Comput. Methods Programs Biomed. , vol.62 , pp. 11-19
    • Hunter, A.1    Kennedy, L.2    Henry, J.3    Ferguson, I.4
  • 56
    • 33845183631 scopus 로고
    • Intermediates in the epoxidation of alkenes by cytochrome P-450 models. 5. Epoxidation of alkenes catalyzed by a sterically hindered (meso-tetrakis (2, 6-dibromophenyl) porphinato) iron (III) chloride
    • Ostovic, D.; Bruice, T. C. Intermediates in the epoxidation of alkenes by cytochrome P-450 models. 5. Epoxidation of alkenes catalyzed by a sterically hindered (meso-tetrakis (2, 6-dibromophenyl) porphinato) iron (III) chloride. J. Am. Chem. Soc. 1989, 111, 6511-6517.
    • (1989) J. Am. Chem. Soc. , vol.111 , pp. 6511-6517
    • Ostovic, D.1    Bruice, T.C.2
  • 58
    • 4243191477 scopus 로고    scopus 로고
    • Human cytochromes P450 1A1 and 1B1 catalyze ring oxidation but not nitroreduction of environmental pollutant mononitropyrene isomers in primary cultures of human breast cells and cultured MCF-10A and MCF-7 cell lines
    • Sun, Y.-W.; Guengerich, F. P.; Sharma, A. K.; Boyiri, T.; Amin, S.; El-Bayoumy, K. Human cytochromes P450 1A1 and 1B1 catalyze ring oxidation but not nitroreduction of environmental pollutant mononitropyrene isomers in primary cultures of human breast cells and cultured MCF-10A and MCF-7 cell lines. Chem. Res. Toxicol. 2004, 17, 1077-1085.
    • (2004) Chem. Res. Toxicol. , vol.17 , pp. 1077-1085
    • Sun, Y.-W.1    Guengerich, F.P.2    Sharma, A.K.3    Boyiri, T.4    Amin, S.5    El-Bayoumy, K.6
  • 59
    • 70350708146 scopus 로고    scopus 로고
    • Revisiting the metabolism of ketoconazole using accurate mass
    • Fitch, W. L.; Tran, T.; Young, M.; Liu, L.; Chen, Y. Revisiting the metabolism of ketoconazole using accurate mass. Drug Metab. Lett. 2009, 3, 191-198.
    • (2009) Drug Metab. Lett. , vol.3 , pp. 191-198
    • Fitch, W.L.1    Tran, T.2    Young, M.3    Liu, L.4    Chen, Y.5
  • 60
    • 72949111135 scopus 로고    scopus 로고
    • In vitro evidence for the formation of reactive intermediates of resveratrol in human liver microsomes
    • Steenwyk, R.; Tan, B. In vitro evidence for the formation of reactive intermediates of resveratrol in human liver microsomes. Xenobiotica 2010, 40, 62-71.
    • (2010) Xenobiotica , vol.40 , pp. 62-71
    • Steenwyk, R.1    Tan, B.2
  • 62
    • 78650519957 scopus 로고    scopus 로고
    • Investigation of piceid metabolites in rat by liquid chromatography tandem mass spectrometry
    • Wang, D.; Zhang, Z.; Ju, J.; Wang, X.; Qiu, W. Investigation of piceid metabolites in rat by liquid chromatography tandem mass spectrometry. J. Chromatogr., B 2011, 879, 69-74.
    • (2011) J. Chromatogr., B , vol.879 , pp. 69-74
    • Wang, D.1    Zhang, Z.2    Ju, J.3    Wang, X.4    Qiu, W.5
  • 63
    • 0032549605 scopus 로고    scopus 로고
    • Automated preparation and analysis of barbiturates in human urine using the combined system of prep station and gas chromatography-mass spectrometry
    • Namera, A.; Yashiki, M.; Okada, K.; Iwasaki, Y.; Ohtani, M.; Kojima, T. Automated preparation and analysis of barbiturates in human urine using the combined system of Prep Station and gas chromatography-mass spectrometry. J. Chromatogr., B: Biomed. Sci. Appl. 1998, 706, 253-259.
    • (1998) J. Chromatogr., B: Biomed. Sci. Appl. , vol.706 , pp. 253-259
    • Namera, A.1    Yashiki, M.2    Okada, K.3    Iwasaki, Y.4    Ohtani, M.5    Kojima, T.6
  • 64
    • 77950838484 scopus 로고    scopus 로고
    • Role of eslicarbazepine in the treatment of epilepsy in adult patients with partial-onset seizures
    • Brown, M. E.; El-Mallakh, R. S. Role of eslicarbazepine in the treatment of epilepsy in adult patients with partial-onset seizures. Ther. Clin. Risk Manage. 2010, 6, 103.
    • (2010) Ther. Clin. Risk Manage , vol.6 , pp. 103
    • Brown, M.E.1    El-Mallakh, R.S.2
  • 65
    • 80053004364 scopus 로고    scopus 로고
    • Structural alert/reactive metabolite concept as applied in medicinal chemistry to mitigate the risk of idiosyncratic drug toxicity: A perspective based on the critical examination of trends in the top 200 drugs marketed in the United States
    • Stepan, A. F.; Walker, D. P.; Bauman, J.; Price, D. A.; Baillie, T. A.; Kalgutkar, A. S.; Aleo, M. D. Structural alert/reactive metabolite concept as applied in medicinal chemistry to mitigate the risk of idiosyncratic drug toxicity: a perspective based on the critical examination of trends in the top 200 drugs marketed in the United States. Chem. Res. Toxicol. 2011, 24, 1345-1410.
    • (2011) Chem. Res. Toxicol. , vol.24 , pp. 1345-1410
    • Stepan, A.F.1    Walker, D.P.2    Bauman, J.3    Price, D.A.4    Baillie, T.A.5    Kalgutkar, A.S.6    Aleo, M.D.7
  • 67
    • 0015875987 scopus 로고
    • Furosemide-induced hepatic and renal tubular necrosis. I. Effects of treatments which alter drugmetabolizing enzymes
    • Mitchell, J., Potter, W., Jollow, D. Furosemide-induced hepatic and renal tubular necrosis. I. Effects of treatments which alter drugmetabolizing enzymes Fed. Proc. 1973, 32, 305.
    • (1973) Fed. Proc. , vol.32 , pp. 305
    • Mitchell, J.1    Potter, W.2    Jollow, D.3
  • 68
    • 77957362113 scopus 로고    scopus 로고
    • Deleterious effects of reactive metabolites
    • Attia, S. M. Deleterious effects of reactive metabolites. Oxid. Med. Cell. Longevity 2010, 3, 238-253.
    • (2010) Oxid. Med. Cell. Longevity , vol.3 , pp. 238-253
    • Attia, S.M.1
  • 69
    • 79953314978 scopus 로고    scopus 로고
    • Managing the challenge of chemically reactive metabolites in drug development
    • Park, B. K.; et al. Managing the challenge of chemically reactive metabolites in drug development. Nat. Rev. Drug Discovery 2011, 10, 292-306.
    • (2011) Nat. Rev. Drug Discovery , vol.10 , pp. 292-306
    • Park, B.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.