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A1A0A2A3A4A0A24A6PDE4A7A7A8A5A9A10A11A12A13A14A8A9A10A11A12A16A16A17A15A17A18A19A20A21A22A20A23A24A20A25A26A27A28A29A30A31A32A33A34A35A36A37A38A39A40A37A41A42A37A41A43A44A45A46430030A47A48A49A50A51A52A53A54A55A56A57A46PDE4A47A58A59A60A42A61A62A63A64A65A66A67CATALYSTA68A69A70A71A72A73A74A75A76A77A78A79A80A81A82A83A84A8584A86A87A88A89A90A91A92A93A94A88A72A95A96A97A92A98A72A92A93A99A100A101A102A103A96A104A105A106A107A108A109A110A72A111A112A113A86A114A762A86A115A116A117A118A79A721A86A119A120A121A122A1001A86A123A124A125A126A108A85PDE4A81A82A127A106A107A108A109A110A65A128A129A130A84A77A131A132A133TOTALCOST2556,RMS080,CORREL095,WEIGHT125,CONFIG1951A134A72A75A76A77A131A85A83A84A135A136A137A138A72A76A139A140A141A110A142A96A85PDE4A81A82A127A85A143A144A65A145A146A147A148A144A149A150A151A139A106A89A143A144A152A153A154A155A156A157A132PDE4A134A81A82A127A152A106A107A108A109A110THECONSTRUCTIONOFTHEPHARMACOPHOREMODELOFTHEPHOSPHODIESTERASE4PDE4ANTAGONISTSYIJINGZHUA158YUEWANGA158XIAOLINGWUA158FENGCHAOJIANGA159SCHOOLOFPHARMACY,TONGJIMEDICALCOLLAGE,HUST,WUHAN430030A160ABSTRACTTOCONSTRUCTTHEPHARMACOPHOREMODELOFTHEPDE4ANTAGONISTSTENPHARMACOPHOREMODELSOFPDE4ANTAGONISTSWEREESTABLISHEDFROMTHETRAININGOF84PDE4ANTAGONISTSWITHCONFORMERANALYSISANDPHARMACOPHOREMAPPINGBYUSINGTHECATALYSTSOFTWAREANOPTIMALPHARMACOPHOREMODELINCLUDINGTWOHYDROGENBONDINGACCEPTOR,ONEHYDROPHOBICCOREANDONERINGAROMATICSWASCONFORMEDTHERELIABILITYOFTHEOPTIMALPHARMACOPHOREMODELISPREFERABLYWITHA161TOTALCOST2556A162RMS080,CORREL095,WEIGHT125,ANDCONFIG1951THISPHARMACOPHOREMODELSHOWEDEXCELLENTFORECASTABILITYANDCONTRIBUTESTODESIGNTHEPDE4ANTAGONISTSWITHUNDISCOVEREDSTRUCTUREKEYWORDSCADDPDE4ANTAGONISTSPHARMACOPHOREMODELA163A164A165A166A167A168A169A170CAMPA171A167A172A169A170CGMPA173A174A175A176A177A178A179A180A181A182A183A184A185A186A187A188A170A189A190A191PDESA192A193CAMPA171CGMPA194A195A196A167A197A198A199A200AMPA171GMP,A201A202A175A176A203A204A195CAMPA171CGMPA177A205A206A207A208A187PDESA209A197A21011A211A212A213,A214A215A1828A211A212A213A209A216A194A195CAMP,A217A218A181A219A206A220A221A194A195CAMPA177PDEA212A213A222PDE4,A171A223A209A194A195CAMPA224A209A194A195CGMPA177PDEA212A213A187A214A215PDE4A225A226A191A227A184A228A174A229A230A220A175A176A215A203,A217A218A231A232A175A176A233A234A235A175A176MA233A235A170A236A175A176EOSA233A237A238A175A176A171A239A240A175A176A241A187PDE4A177A242A243A197A244A245A246A247A248A215A249A250A251A252A253A171A254A255A252A253A89A89A0A1,A214A52A2A3A4A5A210A202A185A186A174A175A176A203A185A186A6A7A177A8A177A9A230A10A171A215A249A250A251A252A253A10A187PDE4A209A197A210AA233BA233CA233D4A211A49A212A213,A107A11A214NA109A177A12A13A14A15,A182A20A233A115A171A16A115A17A118A18A19A187PDE4A192A193A30A17A21A14A15A177A22A246A182A23A174A247A24A180A181A177A25A26A171A0A1A10A27A177A28A29A187PDE4A131A31A248A214A247A32A33A222A52A2A32A33A233A2A135A191A34A35A32A33AKAPA216A54A36A193A177CA135A1911A140A37RACK1A241A0A78A185A186A38CAMPA144A39A30A40A193,A147A41A220A221A42A43A44A118A175A176A180A181A187PDE4A227A184A197A244A174A44A118A230A220A175A176A203,A217A218A231A232A175A176A233A234A235A175A176MA233A235A170A236A175A176EOSA233A237A238A175A176A171A239A240A175A176A241A187PDE4A177A242A243A197A244A245A246A247A248A215A249A250A251A252A253A171A254A255A252A253A89A89A0A1,A214A52A2A3A4A5A210A202A185A186A174A175A176A203A185A186A6A7A177A8A177A9A230A10A171A215A249A250A251A252A253A10A152PDE4A52A2A3A177A9A230A185A186A96A2A227A184A45A54A46A52A2A179A118A230A47A48A50/A175A176A51A53A177A55A56,A181A57A52A2TH2A175A176IL4,IL5A163A51A177A58A59A187A60A52A2A33A175A176A177A135A36A166A61A62A63,A52A2A33A175A176A64A65A187A66A52A2A175A176A67A68A51A53CAMA177A58A59A69A239A42A187A70A175A71A72A199A73A182A52A2A36A220A177A175A176A51A53,A222IL6A187A74A175A71A175A176A75A76A187A77A181A135A203A79A220A135A80A171A81A82A83A84A85A27A50A177A55A56A187PDE4A185A210A206A211A86A87A6A7,A25A26A214A147A41A220A52A2A3A73A182A183A184A177A88A90,A209A216A186A174A86A87A91A230A47A155A92A177A93A94,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,A185A186A189A188HBD,A190A191A192A194HP,A195A196A197A198RAA199A200A202A203A204A207A192A194PIA209A210A211A171A172A174A213A214A215A216A217A218A219A220A222A223A224A226A227GENERATEHYPOTHESISWORKBENCHA229A230A231A227A232A233A235A236A229A250A237A238A240A241A242A218A243A220A222A223A224A244A245A220A233A235A246A247A248A249A251A252A253A254A255A220A57A0A1A2A229A17A3A4A5A6A99A7A8A9A10A119A11A12A59A13A172A42A14A15A228A4A5A16A18A59A19A20A12A21A25ACTIVITYUNCERTAINTYA26A106A22A13330A42A23CATALYSTA24A59GENERATEHYPOTHESISWORKBENCHA27A28A193A29A30A31A32A33A34A42A106A12A193A29A59A30A31A32A33A34A35A82A36A59A30A31A237A37A25NA26A38A39A133A401N10A42A119A41A193A30A31A32A59A43A44A24A45A46A47CATALYSTA24A48A16A59A49A50A106A22A42A228A35A36A48A16A106A12A135A51A52A209A43CATALYSTA24A59CATHYPOA27A28A127A53A54A20A12A30A31A32A42A55A46GENERATEHYPOTHESISA33A56A52A107A58A60A61A62A63A4710A64A65A66A67A68A59A30A31A32A33A34A69A171A70A59A71A107A72A73A65A66A42A74A75A76A77A78A79A80A81A77A78A79A80A164A83A84A85A86A87A88A89A90A91A92A93A94A95A9610A97A98A100A101A102A103A104A105A108A109A110A111A112A113A114A115A116A117A118A120A121A122A123A124A125A126A128A129TOTALCOST2556A130A131RMS080A131CORREL095A131WEIGHT125A131CONFIG1951A132A118A102A103A109A134A136A137A98A100A101A102A103A129A1381A132A111A109A139A140A141A142A131A143A115TOTALCOSTA130A129NELLTOTALCOSTHYPOTOTALCOSTA132A118A123A144A145A10860A146A114A115A120A147A118A148A149A150A151A131A152A153A118TOTALCOSTA130A1542556A131A155A155A145A10860A111FIGURE1THEOPTIMALPHARMACOPHOREMODELA187A156A157A158A159A160A161A162A163A1652A166A167A168A169A170A173A1741A166A175A176A177A178A1791A166A180A181A182A183A160A174A184A185A186A188A189A190A191A192A194A195A196A197A198A199A200A201A202A203A204A205A186A188A189A191A206A200A198A207A208A359A0,B1013A0,C1376A0,D1074A0,E669A0,F743A0A210A211A212A213A214A215A216A217A218A219PDE4A220A221A222A223A224A225A226A227A229A218A230A214A231A232A198A233A234A235A236A225A205A238A239A233A234A235A236A225A240A241A239A233A234A235A236A242A243A244A245A246A235A236A2031A247A248A249A250A251A252A253A254A255A11A0A1A250A251A252A253A0A1A239A2A3A4A5A6A7A2A8A9A10A12A13A14A15A20A47A22CATALYSTA209A16A17A18A19A21A23A24A25A21A26A27A28A29A30A31A38A32A33A34A21A35A24A36A37A39A95A40A41A42A43A23A24A25A44A45A26A27A46A48A49A23A24A25A26A27A28A29A61A50A51A31A38A32A33A34A21A59A52A27A53A26A27A46A48A57A54A55A56A58A1382A49TABLE2THEMATCHINGOFCOMPOUNDSWITHPHARMACOPHORENOFITMAPPINGESTACTERROR177444286714071016452800437440130390223780431240130620321947914367401304803215574922615311304926677734512210660513772732624912105538880943754013032063297623267491094063151075344286714110913117323451221191191275634511811112111372734542212114151474034622211516115735436740131721216699345322142217716346622127221218643194811525581977343124013072253520643192811443621768345422108143532264243401315529236431953115818246441948114101425640192811610162664343401315101527706760201341544286444352251416112961519511281617306193422125171531648345122113191532617342212624113361734221262411346203422125311335627760201213115366084916132351137642192811540273864353623514402839619642542540164059534181444911416192922125532142620342212562254364443522514634444644435225146344456183322126762946614324912880294760734221338826485843233157901649497204531420904650605342213511032514723711274013057524984226141014029535019485380140275448420403156018031554711826376020038565281217282002301157567142348325035849994520400260155948894055202801860479133146403501861475371126904001762428261210043048635181334426047018644301712000500396548653261540580116648218633600700126742928132000750266847337112730910126951346361290120042704312640219001400137143026119001400147243019120001600127344426482140016001174423281230018001375435264021700190011764291712000300015774153022800310011784291712000460023794173912600480018804074133005200168141835132600810032824055313400900026834291013200011000558442814121001100053A60A623A63A64A65A66A225A67A78A68A94A69A70A63A71A72A73A74A75A76A73A77A85A79A80A228A81A82A832A189A84A86A87A88A89A90A184A91A92A93A1202A96A97A98A105A99A100A210A101A102A93FIT800,A103A104A106039NMOLL1A98A139A104A106020NMOLL1A97A107A103A104A105A99A108A109A98A110A88A89A111A112A113A114A115A116A117A118A107FIGURE2MAPPINGOFTHECOMPOUND2A119LEFTA121ANDCILOMILASTA119RIGHTA121ONTOTHEOPTIMALPHARMACOPHOREMODEL2A122A122A123A124A125A126A127A128A129A130A131A132A133A134A135A136A137A140A141A142A143A144A123A124A126A127A128A129A130A131A135A136A137A140A142A143A123A145A146A147A148A149A150A151A152A153A154A155PDE4A156A157A158A155A159A160A161A162A163A155A164A165A166A167A168A169A170A171A146A172A173A174A175A176A17717A178A169A179A180A181A155A182A183A185A155PDE4A156A157A158A186A187A188A159A160A161A162A163A147A190A146A191A173A192A167A193A194A195A196A166A147A190A146A197A198A199A200A201A202A2033A152A204A167A2033A172A173A174A175A177PDE4A205A206A158A186A159A160A161A162A163A191A173A200A201A207A208A183A185A155A211A212A159A174A2137A214,A147A215A216A217A218A219A220A221A155A22240A223A214A172A173A174,A224A223A226A176CILOMILASTA145A227A163,A194A195A229A178A230A231A147A190A232A233A192A234A235A236A237A238A155A199A195A240A230A241A182A183A185A155A172A173A174A200A242A167A186A162A163A155A243A244A166A176A245A196A166A197A198A246A247A248A249A250A251A252A2533A254A2033A192A2533A155A200A201A255A204A167A168A169A152A238A155A159A160A161A162A163A186A250A251A175A176A177A15517A178PDE4A205A206A158A243A244A166A35A0A167A194A195A196A166A197A198A246A186A165A69A246A170A35A145A1A44A167A70A147A148A149A130A37A146A168A162A163A155A71A0A197A198A97A2A192A164A165A166A199TABLE3THEMATCHINGOFOTHERCOMPOUNDSWITHPHARMACOPHORENOSTUCTUREACTA25NMOLL1A26ESTA25NMOLL1A26ERROR1CILOMILASTA3A4A5A6A6A5A7A6A3A63032112ROFLUMILASTA8A9A10A8A11A12A11A12A10A13A10A131615433A25CGH2466A26A14A15A14A15A16A17A16A16A18A191287510254CI1018A20A20A21A22A20A20A211100320345NITRAQUAZONENNNO2OO1900200016IBMXA23A23A23A24A23A27A2790006700137DENBUFYLINEA28A28A28A28A29A29A29800200025A94A30A31A32A331A34CILOMILASTA36A38A207A72A81A39A40A53A59PDE4A41A42A43A45A46A47A48A49A50A51A52A54A55A59A56A58A57A60A61A62A57A63A64A65A66FIT6537,A54A55A5732NMOLL1A45A61A55A5730NMOLL1A45ERROR11A67A68A73A60A48A49A50A51A52A189A74A59A75A76A66A1202A66A77A67A67A95A78A79A80A45CILOMILASTA59A75A82A60A48A49A50A51A52A59A189A74A83A207A84A85A45A73A86A59A87A88A89A90A66HBAA67A91A92A189A74A45A138A93A73A96A92A98A99A59A100A101A68A61A102A40CILOMILASTA59A56A58A83A207A103A104A45A233A105A59A106A74A107A56A58A108A109A110CILOMILASTA68A1383A86A59A106A74A1072A66ROFLUMILASTA67A133A72A111A112A59PDE4A41A42A43A113A47A114A115A116COPDA117A118A119A121A122A58A123A124A125A126A127A74A128ARDSA129A68A143A131A132A134ZHAOQIYANGA129A13516A136A78A225A137A139A140A141A142A75A82A144A145A133A146A147,A46A47COMFAA59A148A149A150A151A139PED4A41A42A43A152A153A154A155A68A73A225A137A156A59PDE4A41A42A43A59COMFAA75A76A157A1205A225A158A136A181A159A160A161A162A238A120A86A163A164A166A167A112A138A181A159A160A161A162A238A95A168A169PDE4A41A42A43A56A58A45A171A172A164A166A167A112A138A181A159A160A161A162A238A150PDE4A41A42A43A173A107A142A56A58A92A160A161A68A243A140A160A161A120A86A174A164A166A167A175A158A242A58A243A140A176A177A178A179PDE4A41A42A43A59A56A58A45A171A180A164A166A167A138A158A182A183A184A185A243A140A151A139A176A177A92A46A114A56A58A59A168A169A68A1205A47COMFAA137A156A59A75A76A45A243A140A160A161A162A238A66A186A67A121A181A159A160A161A162A238A7716A60A40A187A75A76A152A153A188A63A45A192A190A191A193A207A181A159A160A161A162A238A96A207A243A140A160A161A162A238A194A60A195A143A168A80A59A48A49A50A51A52A196A197A74A45A198A199A195A143A59A48A49A50A51A52A96A150A243A140A160A161A162A238A200A87A88A117A201A202A203A129A148A204A205A78A206A208A45A209A168A80A210A211A212A213A50A59A160A161A45A162A182A214A205A215A216A121A93A217A68A48A49A50A51A52A138A190A80A210A60A41A42A56A58A218A219A220A221A59A48A49A222A128A237A238A223A73A181A159A224A232A226A227A45A198A199A225A228A229A59A51A52A230A92A63A85A59A56A58A54A55A231A141A45A133A234A52A75A82A59PDE4A41A42A43A59A235A236A121A56A58A54A55A168A239A210A240A193A213A241A68A244A245A200A246A247A59PDE4A41A42A43A86A248A249A56A58A63A169A59A106A74A107A133A51A250A45A46A47MSIA251CATALYSTA252A253A254A45A255A110A76A240,A82A228A80A74A70A59PDE4A41A42A43A59A48A49A50A51A52A68A48A49A50A59A92A49A58A118A221A255A110A61A62A59A62A119A45A78A120A152A81A183A64A242A48A49A50A51A52A45A133A234A59A169A248A249A58A59PDE4A41A42A43A59A74A240A235A236A168A239A240A193A107A240A68A152A81A183A59A154A155A81A0A242A177A152A153A86A68A67A1A2A3A2A31A122A10A123,A4A124,A77A125A5A75A22A30A6A7A8A94A112A11A12A127A22A13A128A21A14A15A16A17A222006A2222101161A12972XUXJ,HOUTJ,QIAOXB,ETALCOMPUTERAIDEDDRUGDESIGNA18A19A20A23A24A25A26A27A28A29A18MBEIJINGA31CHEMICALINDUSTRYPRESS,2004A312953CROCKERCI,TOWNLEYRGTHERAPEUTICPOTENTIALOFPHOSPHODIESTERASE4INHIBITORSINALLERGICDISEASESJDRUGSTODAY,1999,35751925354TEIXEIRAMM,GRISTWOODRWPHOSPH
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