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Volumn 21, Issue 1, 2016, Pages 72-81

A new paradigm for navigating compound property related drug attrition

Author keywords

[No Author keywords available]

Indexed keywords

AMBRISENTAN; AMPRENAVIR; ATAZANAVIR; ATORVASTATIN; BOSENTAN; CERIVASTATIN; DARUNAVIR; FLUINDOSTATIN; INDINAVIR; LOPINAVIR; MACITENTAN; MULTIDRUG RESISTANCE PROTEIN 1; NELFINAVIR; PRAVASTATIN; RITONAVIR; ROSUVASTATIN; SAQUINAVIR; SITAXSENTAN; TIPRANAVIR; DRUG;

EID: 84960459073     PISSN: 13596446     EISSN: 18785832     Source Type: Journal    
DOI: 10.1016/j.drudis.2015.09.010     Document Type: Review
Times cited : (36)

References (63)
  • 1
    • 4344645978 scopus 로고    scopus 로고
    • Can the pharmaceutical industry reduce attrition rates?
    • I. Kola, and J. Landis Can the pharmaceutical industry reduce attrition rates? Nat. Rev. Drug Discov. 3 2004 711 716
    • (2004) Nat. Rev. Drug Discov. , vol.3 , pp. 711-716
    • Kola, I.1    Landis, J.2
  • 2
    • 80053471789 scopus 로고    scopus 로고
    • The influence of the 'organizational factor' on compound quality in drug discovery
    • P.D. Leeson, and S.A. St-Gallay The influence of the 'organizational factor' on compound quality in drug discovery Nat. Rev. Drug Discov. 10 2011 749 765
    • (2011) Nat. Rev. Drug Discov. , vol.10 , pp. 749-765
    • Leeson, P.D.1    St-Gallay, S.A.2
  • 3
    • 77649234756 scopus 로고    scopus 로고
    • How to improve R&D productivity: The pharmaceutical industry's grand challenge
    • S.M. Paul, and et al. How to improve R&D productivity: the pharmaceutical industry's grand challenge Nat. Rev. Drug Discov. 9 2010 203 214
    • (2010) Nat. Rev. Drug Discov. , vol.9 , pp. 203-214
    • Paul, S.M.1
  • 5
    • 84860359784 scopus 로고    scopus 로고
    • Finding the sweet spot: The role of nature and nurture in medicinal chemistry
    • M.M. Hann, and G.M. Keserü Finding the sweet spot: the role of nature and nurture in medicinal chemistry Nat. Rev. Drug Discov. 11 2012 355 365
    • (2012) Nat. Rev. Drug Discov. , vol.11 , pp. 355-365
    • Hann, M.M.1    Keserü, G.M.2
  • 6
    • 84885734081 scopus 로고    scopus 로고
    • A fingerprint pair analysis of hERG inhibition data
    • C. Springer, and K.L. Sokolnicki A fingerprint pair analysis of hERG inhibition data Chem. Cent. J. 7 2013 167
    • (2013) Chem. Cent. J. , vol.7 , pp. 167
    • Springer, C.1    Sokolnicki, K.L.2
  • 7
    • 33847336843 scopus 로고    scopus 로고
    • A quantitative assessment of hERG liability as a function of lipophilicity
    • M.J. Waring, and C. Johnstone A quantitative assessment of hERG liability as a function of lipophilicity Bioorg. Med. Chem. Lett. 17 2007 1759 1764
    • (2007) Bioorg. Med. Chem. Lett. , vol.17 , pp. 1759-1764
    • Waring, M.J.1    Johnstone, C.2
  • 8
    • 77951212394 scopus 로고    scopus 로고
    • Phospholipidosis as a function of basicity, lipophilicity, and volume of distribution of compounds
    • U.M. Hanumegowda, and et al. Phospholipidosis as a function of basicity, lipophilicity, and volume of distribution of compounds Chem. Res. Toxicol. 23 2010 749 755
    • (2010) Chem. Res. Toxicol. , vol.23 , pp. 749-755
    • Hanumegowda, U.M.1
  • 10
    • 84918501106 scopus 로고    scopus 로고
    • Identification and mitigation of a reactive metabolite liability associated with aminoimidazoles
    • A. Srivastava, and et al. Identification and mitigation of a reactive metabolite liability associated with aminoimidazoles Chem. Res. Toxicol. 27 2014 1586 1597
    • (2014) Chem. Res. Toxicol. , vol.27 , pp. 1586-1597
    • Srivastava, A.1
  • 11
    • 84869104155 scopus 로고    scopus 로고
    • Mitigating the inhibition of human bile salt export pump by drugs: Opportunities provided by physicochemical property modulation, in silico modeling, and structural modification
    • D.J. Warner, and et al. Mitigating the inhibition of human bile salt export pump by drugs: opportunities provided by physicochemical property modulation, in silico modeling, and structural modification Drug Metab. Dispos. 40 2012 2332 2341
    • (2012) Drug Metab. Dispos. , vol.40 , pp. 2332-2341
    • Warner, D.J.1
  • 12
    • 84881137095 scopus 로고    scopus 로고
    • Modeling and simulation as a tool to bridge efficacy and safety data in special populations
    • L. Harnisch, and et al. Modeling and simulation as a tool to bridge efficacy and safety data in special populations CPT Pharmacometrics Syst. Pharmacol. 2 2013 e28
    • (2013) CPT Pharmacometrics Syst. Pharmacol. , vol.2 , pp. e28
    • Harnisch, L.1
  • 13
    • 84860690620 scopus 로고    scopus 로고
    • Can the flow of medicines be improved? Fundamental pharmacokinetic and pharmacological principles toward improving Phase II survival
    • P. Morgan, and et al. Can the flow of medicines be improved? Fundamental pharmacokinetic and pharmacological principles toward improving Phase II survival Drug Discov. Today 17 2012 419 424
    • (2012) Drug Discov. Today , vol.17 , pp. 419-424
    • Morgan, P.1
  • 14
    • 84875779756 scopus 로고    scopus 로고
    • Application of in silico, in vitro and preclinical pharmacokinetic data for the effective and efficient prediction of human pharmacokinetics
    • K.H. Grime, and et al. Application of in silico, in vitro and preclinical pharmacokinetic data for the effective and efficient prediction of human pharmacokinetics Mol. Pharm. 10 2013 1191 1206
    • (2013) Mol. Pharm. , vol.10 , pp. 1191-1206
    • Grime, K.H.1
  • 15
    • 0037030653 scopus 로고    scopus 로고
    • Molecular properties that influence the oral bioavailability of drug candidates
    • D.F. Veber, and et al. Molecular properties that influence the oral bioavailability of drug candidates J. Med. Chem. 45 2002 2615 2623
    • (2002) J. Med. Chem. , vol.45 , pp. 2615-2623
    • Veber, D.F.1
  • 16
    • 65449179589 scopus 로고    scopus 로고
    • Defining optimum lipophilicity and molecular weight ranges for drug candidates - molecular weight dependent lower logD limits based on permeability
    • M.J. Waring Defining optimum lipophilicity and molecular weight ranges for drug candidates - molecular weight dependent lower logD limits based on permeability Bioorg. Med. Chem. Lett. 19 2009 2844 2851
    • (2009) Bioorg. Med. Chem. Lett. , vol.19 , pp. 2844-2851
    • Waring, M.J.1
  • 17
    • 13244266921 scopus 로고    scopus 로고
    • Lead- and drug-like compounds: The rule-of-five revolution
    • C.A. Lipinski Lead- and drug-like compounds: the rule-of-five revolution Drug Discov. Today Technol. 1 2004 337 341
    • (2004) Drug Discov. Today Technol. , vol.1 , pp. 337-341
    • Lipinski, C.A.1
  • 18
    • 9744232909 scopus 로고    scopus 로고
    • Time-related differences in the physical property profiles of oral drugs
    • P.D. Leeson, and A.M. Davis Time-related differences in the physical property profiles of oral drugs J. Med. Chem. 47 2004 6338 6348
    • (2004) J. Med. Chem. , vol.47 , pp. 6338-6348
    • Leeson, P.D.1    Davis, A.M.2
  • 19
    • 0037468884 scopus 로고    scopus 로고
    • A comparison of physiochemical property profiles of development and marketed oral drugs
    • M.C. Wenlock, and et al. A comparison of physiochemical property profiles of development and marketed oral drugs J. Med. Chem. 46 2003 1250 1256
    • (2003) J. Med. Chem. , vol.46 , pp. 1250-1256
    • Wenlock, M.C.1
  • 20
    • 0031024171 scopus 로고    scopus 로고
    • Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings
    • C.A. Lipinski, and et al. Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings Adv. Drug Deliv. Rev. 23 1997 3 25
    • (1997) Adv. Drug Deliv. Rev. , vol.23 , pp. 3-25
    • Lipinski, C.A.1
  • 21
    • 84866244593 scopus 로고    scopus 로고
    • Softening the Rule of Five - where to draw the line?
    • J. Petit, and et al. Softening the Rule of Five - where to draw the line? Bioorg. Med. Chem. 20 2012 5343 5351
    • (2012) Bioorg. Med. Chem. , vol.20 , pp. 5343-5351
    • Petit, J.1
  • 22
    • 84909586310 scopus 로고    scopus 로고
    • Oral druggable space beyond the rule of 5: Insights from drugs and clinical candidates
    • B.C. Doak, and et al. Oral druggable space beyond the rule of 5: insights from drugs and clinical candidates Chem. Biol. 21 2014 1115 1142
    • (2014) Chem. Biol. , vol.21 , pp. 1115-1142
    • Doak, B.C.1
  • 23
    • 39749181550 scopus 로고    scopus 로고
    • Generation of a set of simple, interpretable ADMET rules of thumb
    • M.P. Gleeson Generation of a set of simple, interpretable ADMET rules of thumb J. Med. Chem. 51 2008 817 834
    • (2008) J. Med. Chem. , vol.51 , pp. 817-834
    • Gleeson, M.P.1
  • 24
    • 84881315859 scopus 로고    scopus 로고
    • The 'Rule of Three' for fragment-based drug discovery: Where are we now?
    • H. Jhoti, and et al. The 'Rule of Three' for fragment-based drug discovery: where are we now? Nat. Rev. Drug Discov. 12 2013 644
    • (2013) Nat. Rev. Drug Discov. , vol.12 , pp. 644
    • Jhoti, H.1
  • 25
    • 84856201851 scopus 로고    scopus 로고
    • Quantifying the chemical beauty of drugs
    • G.R. Bickerton, and et al. Quantifying the chemical beauty of drugs Nat. Chem. 4 2012 90 98
    • (2012) Nat. Chem. , vol.4 , pp. 90-98
    • Bickerton, G.R.1
  • 26
    • 84921646114 scopus 로고    scopus 로고
    • How experimental errors influence drug metabolism and pharmacokinetic QSAR/QSPR models
    • M.C. Wenlock, and L.A. Carlsson How experimental errors influence drug metabolism and pharmacokinetic QSAR/QSPR models J. Chem. Inf. Model. 55 2015 125 134
    • (2015) J. Chem. Inf. Model. , vol.55 , pp. 125-134
    • Wenlock, M.C.1    Carlsson, L.A.2
  • 27
    • 84857737608 scopus 로고    scopus 로고
    • Multi-parameter optimization: Identifying high quality compounds with a balance of properties
    • M.D. Segall Multi-parameter optimization: identifying high quality compounds with a balance of properties Curr. Pharm. Des. 18 2012 1292 1310
    • (2012) Curr. Pharm. Des. , vol.18 , pp. 1292-1310
    • Segall, M.D.1
  • 28
    • 82355182398 scopus 로고    scopus 로고
    • Applying medicinal chemistry transformations and multiparameter optimization to guide the search for high-quality leads and candidates
    • M. Segall, and et al. Applying medicinal chemistry transformations and multiparameter optimization to guide the search for high-quality leads and candidates J. Chem. Inf. Model. 51 2011 2967 2976
    • (2011) J. Chem. Inf. Model. , vol.51 , pp. 2967-2976
    • Segall, M.1
  • 29
    • 67649962669 scopus 로고    scopus 로고
    • Rapid assessment of a novel series of selective CB(2) agonists using parallel synthesis protocols: A lipophilic efficiency (LipE) analysis
    • T. Ryckmans, and et al. Rapid assessment of a novel series of selective CB(2) agonists using parallel synthesis protocols: a lipophilic efficiency (LipE) analysis Bioorg. Med. Chem. Lett. 19 2009 4406 4409
    • (2009) Bioorg. Med. Chem. Lett. , vol.19 , pp. 4406-4409
    • Ryckmans, T.1
  • 30
    • 35748934487 scopus 로고    scopus 로고
    • The influence of drug-like concepts on decision-making in medicinal chemistry
    • P.D. Leeson, and B. Springthorpe The influence of drug-like concepts on decision-making in medicinal chemistry Nat. Rev. Drug Discov. 6 2007 881 890
    • (2007) Nat. Rev. Drug Discov. , vol.6 , pp. 881-890
    • Leeson, P.D.1    Springthorpe, B.2
  • 31
    • 80255131239 scopus 로고    scopus 로고
    • Kinetic efficiency: The missing metric for enhancing compound quality?
    • G.A. Holdgate, and A.L. Gill Kinetic efficiency: the missing metric for enhancing compound quality? Drug Discov. Today 16 2011 910 913
    • (2011) Drug Discov. Today , vol.16 , pp. 910-913
    • Holdgate, G.A.1    Gill, A.L.2
  • 32
    • 33646715920 scopus 로고    scopus 로고
    • The influence of target family and functional activity on the physicochemical properties of pre-clinical compounds
    • R. Morphy The influence of target family and functional activity on the physicochemical properties of pre-clinical compounds J. Med. Chem. 49 2006 2969 2978
    • (2006) J. Med. Chem. , vol.49 , pp. 2969-2978
    • Morphy, R.1
  • 33
    • 22844448564 scopus 로고    scopus 로고
    • Oral delivery of G protein-coupled receptor modulators: An explanation for the observed class difference
    • K. Beaumont, and et al. Oral delivery of G protein-coupled receptor modulators: an explanation for the observed class difference Bioorg. Med. Chem. Lett. 15 2005 3658 3664
    • (2005) Bioorg. Med. Chem. Lett. , vol.15 , pp. 3658-3664
    • Beaumont, K.1
  • 34
    • 58149193205 scopus 로고    scopus 로고
    • Allosteric modulators of GPCRs: A novel approach for the treatment of CNS disorders
    • P.J. Conn, and et al. Allosteric modulators of GPCRs: a novel approach for the treatment of CNS disorders Nat. Rev. Drug Discov. 8 2009 41 54
    • (2009) Nat. Rev. Drug Discov. , vol.8 , pp. 41-54
    • Conn, P.J.1
  • 35
    • 33947401068 scopus 로고    scopus 로고
    • Beta-arrestins and cell signaling
    • S.M. DeWire, and et al. Beta-arrestins and cell signaling Annu. Rev. Physiol. 69 2007 483 510
    • (2007) Annu. Rev. Physiol. , vol.69 , pp. 483-510
    • DeWire, S.M.1
  • 36
    • 49849094738 scopus 로고    scopus 로고
    • Physiochemical drug properties associated with in vivo toxicological outcomes
    • J.D. Hughes, and et al. Physiochemical drug properties associated with in vivo toxicological outcomes Bioorg. Med. Chem. Lett. 18 2008 4872 4875
    • (2008) Bioorg. Med. Chem. Lett. , vol.18 , pp. 4872-4875
    • Hughes, J.D.1
  • 37
    • 77649341203 scopus 로고    scopus 로고
    • Correlations between no observed effect level and selected parameters of the chemical structure for veterinary drugs
    • T. Grabowski, and et al. Correlations between no observed effect level and selected parameters of the chemical structure for veterinary drugs Toxicol. In Vitro 24 2010 953 959
    • (2010) Toxicol. in Vitro , vol.24 , pp. 953-959
    • Grabowski, T.1
  • 38
    • 84879866133 scopus 로고    scopus 로고
    • A critical assessment of modeling safety-related drug attrition
    • D. Muthas, and et al. A critical assessment of modeling safety-related drug attrition MedChemComm 4 2013 1058 1065
    • (2013) MedChemComm , vol.4 , pp. 1058-1065
    • Muthas, D.1
  • 39
    • 84884590180 scopus 로고    scopus 로고
    • Big pharma screening collections: More of the same or unique libraries? the AstraZeneca-Bayer Pharma AG case
    • T. Kogej, and et al. Big pharma screening collections: more of the same or unique libraries? The AstraZeneca-Bayer Pharma AG case Drug Discov. Today 18 2013 1014 1024
    • (2013) Drug Discov. Today , vol.18 , pp. 1014-1024
    • Kogej, T.1
  • 40
    • 84890530151 scopus 로고    scopus 로고
    • Improving the odds of success in drug discovery: Choosing the best compounds for in vivo toxicology studies
    • T.T. Wager, and et al. Improving the odds of success in drug discovery: choosing the best compounds for in vivo toxicology studies J. Med. Chem. 56 2013 9771 9779
    • (2013) J. Med. Chem. , vol.56 , pp. 9771-9779
    • Wager, T.T.1
  • 41
    • 17644380257 scopus 로고    scopus 로고
    • Predicting drug disposition via application of BCS: Transport/absorption/elimination interplay and development of a biopharmaceutics drug disposition classification system
    • C.Y. Wu, and L.Z. Benet Predicting drug disposition via application of BCS: transport/absorption/elimination interplay and development of a biopharmaceutics drug disposition classification system Pharm. Res. 22 2005 11 23
    • (2005) Pharm. Res. , vol.22 , pp. 11-23
    • Wu, C.Y.1    Benet, L.Z.2
  • 42
    • 83555174958 scopus 로고    scopus 로고
    • BDDCS applied to over 900 drugs
    • L.Z. Benet, and et al. BDDCS applied to over 900 drugs AAPS J. 13 2011 519 547
    • (2011) AAPS J. , vol.13 , pp. 519-547
    • Benet, L.Z.1
  • 43
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • J.R. Landis, and G.G. Koch The measurement of observer agreement for categorical data Biometrics 33 1977 159 174
    • (1977) Biometrics , vol.33 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 44
    • 84863894140 scopus 로고    scopus 로고
    • Physicochemical property space of hepatobiliary transport and computational models for predicting rat biliary excretion
    • M.V. Varma, and et al. Physicochemical property space of hepatobiliary transport and computational models for predicting rat biliary excretion Drug Metab. Dispos. 40 2012 1527 1537
    • (2012) Drug Metab. Dispos. , vol.40 , pp. 1527-1537
    • Varma, M.V.1
  • 45
    • 84878779623 scopus 로고    scopus 로고
    • Medicinal chemistry design principles for liver targeting through OATP transporters
    • M. Tu, and et al. Medicinal chemistry design principles for liver targeting through OATP transporters Curr. Top. Med. Chem. 13 2013 857 866
    • (2013) Curr. Top. Med. Chem. , vol.13 , pp. 857-866
    • Tu, M.1
  • 46
    • 84872229531 scopus 로고    scopus 로고
    • Clinical significance of organic anion transporting polypeptides (OATPs) in drug disposition: Their roles in hepatic clearance and intestinal absorption
    • Y. Shitara, and et al. Clinical significance of organic anion transporting polypeptides (OATPs) in drug disposition: their roles in hepatic clearance and intestinal absorption Biopharm. Drug Dispos. 34 2013 45 78
    • (2013) Biopharm. Drug Dispos. , vol.34 , pp. 45-78
    • Shitara, Y.1
  • 47
    • 84861494749 scopus 로고    scopus 로고
    • Classification of inhibitors of hepatic organic anion transporting polypeptides (OATPs): Influence of protein expression on drug-drug interactions
    • M. Karlgren, and et al. Classification of inhibitors of hepatic organic anion transporting polypeptides (OATPs): influence of protein expression on drug-drug interactions J. Med. Chem. 55 2012 4740 4763
    • (2012) J. Med. Chem. , vol.55 , pp. 4740-4763
    • Karlgren, M.1
  • 48
    • 84902499723 scopus 로고    scopus 로고
    • Validity of ligand efficiency metrics
    • C.W. Murray, and et al. Validity of ligand efficiency metrics ACS Med. Chem. Lett. 5 2014 616 618
    • (2014) ACS Med. Chem. Lett. , vol.5 , pp. 616-618
    • Murray, C.W.1
  • 49
    • 17044403086 scopus 로고    scopus 로고
    • Ligand efficiency indices as guideposts for drug discovery
    • C. Abad-Zapatero, and J.T. Metz Ligand efficiency indices as guideposts for drug discovery Drug Discov. Today 10 2005 464 469
    • (2005) Drug Discov. Today , vol.10 , pp. 464-469
    • Abad-Zapatero, C.1    Metz, J.T.2
  • 50
    • 0032811868 scopus 로고    scopus 로고
    • Rapid calculation of polar molecular surface area and its application to the prediction of transport phenomena. 2. Prediction of blood-brain barrier penetration
    • D.E. Clark Rapid calculation of polar molecular surface area and its application to the prediction of transport phenomena. 2. Prediction of blood-brain barrier penetration J. Pharm. Sci. 88 1999 815 821
    • (1999) J. Pharm. Sci. , vol.88 , pp. 815-821
    • Clark, D.E.1
  • 51
    • 33751301012 scopus 로고    scopus 로고
    • Pharmacophore-based discovery of ligands for drug transporters
    • C. Chang, and et al. Pharmacophore-based discovery of ligands for drug transporters Adv. Drug Deliv. Rev. 58 2006 1431 1450
    • (2006) Adv. Drug Deliv. Rev. , vol.58 , pp. 1431-1450
    • Chang, C.1
  • 52
    • 46849091131 scopus 로고    scopus 로고
    • Toward prediction of alkane/water partition coefficients
    • A. Toulmin, and et al. Toward prediction of alkane/water partition coefficients J. Med. Chem. 51 2008 3720 3730
    • (2008) J. Med. Chem. , vol.51 , pp. 3720-3730
    • Toulmin, A.1
  • 53
    • 84899498454 scopus 로고    scopus 로고
    • How drug-like are 'ugly' drugs: Do drug-likeness metrics predict ADME behaviour in humans?
    • T.J. Ritchie, and S.J. Macdonald How drug-like are 'ugly' drugs: do drug-likeness metrics predict ADME behaviour in humans? Drug Discov. Today 19 2014 489 495
    • (2014) Drug Discov. Today , vol.19 , pp. 489-495
    • Ritchie, T.J.1    MacDonald, S.J.2
  • 54
    • 84881326128 scopus 로고    scopus 로고
    • Understanding the molecular properties and metabolism of top prescribed drugs
    • H.A. Zhong, and et al. Understanding the molecular properties and metabolism of top prescribed drugs Curr. Top. Med. Chem. 13 2013 1290 1307
    • (2013) Curr. Top. Med. Chem. , vol.13 , pp. 1290-1307
    • Zhong, H.A.1
  • 55
    • 77649216536 scopus 로고    scopus 로고
    • Membrane transporters in drug development
    • International Transporter Consortium Membrane transporters in drug development Nat. Rev. Drug Discov. 9 2010 215 236
    • (2010) Nat. Rev. Drug Discov. , vol.9 , pp. 215-236
  • 56
    • 80052974259 scopus 로고    scopus 로고
    • Improving drug candidates by design: A focus on physicochemical properties as a means of improving compound disposition and safety
    • N.A. Meanwell Improving drug candidates by design: a focus on physicochemical properties as a means of improving compound disposition and safety Chem. Res. Toxicol. 24 2011 1420 1456
    • (2011) Chem. Res. Toxicol. , vol.24 , pp. 1420-1456
    • Meanwell, N.A.1
  • 57
    • 84879605416 scopus 로고    scopus 로고
    • High lipophilicity and high daily dose of oral medications are associated with significant risk for drug-induced liver injury
    • M. Chen, and et al. High lipophilicity and high daily dose of oral medications are associated with significant risk for drug-induced liver injury Hepatology 58 2013 388 396
    • (2013) Hepatology , vol.58 , pp. 388-396
    • Chen, M.1
  • 58
    • 70349103856 scopus 로고    scopus 로고
    • A zone classification system for risk assessment of idiosyncratic drug toxicity using daily dose and covalent binding
    • S. Nakayama, and et al. A zone classification system for risk assessment of idiosyncratic drug toxicity using daily dose and covalent binding Drug Metab. Dispos. 37 2009 1970 1977
    • (2009) Drug Metab. Dispos. , vol.37 , pp. 1970-1977
    • Nakayama, S.1
  • 59
    • 0033621044 scopus 로고    scopus 로고
    • The maximal affinity of ligands
    • I.D. Kuntz, and et al. The maximal affinity of ligands Proc. Natl. Acad. Sci. U. S. A. 96 1999 9997 10002
    • (1999) Proc. Natl. Acad. Sci. U. S. A. , vol.96 , pp. 9997-10002
    • Kuntz, I.D.1
  • 60
    • 0141726877 scopus 로고    scopus 로고
    • A 'Rule of Three' for fragment-based lead discovery?
    • M. Congreve, and et al. A 'Rule of Three' for fragment-based lead discovery? Drug Discov. Today 8 2003 876 877
    • (2003) Drug Discov. Today , vol.8 , pp. 876-877
    • Congreve, M.1
  • 61
    • 61649109015 scopus 로고    scopus 로고
    • The influence of lead discovery strategies on the properties of drug candidates
    • G.M. Keseru, and G.M. Makara The influence of lead discovery strategies on the properties of drug candidates Nat. Rev. Drug Discov. 8 2009 203 212
    • (2009) Nat. Rev. Drug Discov. , vol.8 , pp. 203-212
    • Keseru, G.M.1    Makara, G.M.2
  • 62
    • 77953693716 scopus 로고    scopus 로고
    • Drug efficiency: A new concept to guide lead optimization programs towards the selection of better clinical candidates
    • S. Braggio, and et al. Drug efficiency: a new concept to guide lead optimization programs towards the selection of better clinical candidates Expert Opin. Drug Discov. 5 2010 609 618
    • (2010) Expert Opin. Drug Discov. , vol.5 , pp. 609-618
    • Braggio, S.1


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