版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领
文档简介
1、本文以INGAP为例,阐述使用DS对某个蛋白从建模到动力学模拟,到结果分析的流程示意图。一同源建模1.导入目标序列2.搜寻模板AnJI.RunX-廿二7?DplySLylB.?frIKtWQPiltsBuildUL>iEdittTuclticAcid.UntitkedlBu.ildul-1Eds1FtE-iaiaGLHDP5HGTLPFJG勺BLASTS-archNCENELPVCKFKY4-arahj4ijQAnc4-;'t>yuiriLlAriLyfSI-IUfil乱ifcbL.PretardNme吐tuw匚MILClJ-”BLA$TSerdiNa+JBLASTSear
2、ch*AnAkrHTrAic:ftnKijSimulationKeceiht4-LigandlataiactionsPhaEBacGfihcreStalllolftculsItcrq.iltc-SiailvriI7Se-arcb日'丄丁FOalLTiHDI.LhlsXHl再曰也H4ToqLlQBuildHon-iolagyhNa+1AlighE-equenceto|QjMq騎河芮也3lhw诒!MMVS.5.0J.215S可AnalyzeIrajectOK回诧&+Xl.ndly-zeiraje-d:口>回Vts玖GuildHcmolngyN口No亠.AlignSequenc
3、eLeONo羽BLA£TSejrdiNorrotejnBLfrortttrwpu-ijfrDtaja No NaBLASTS«-u-diCHE肛Sorva).J-昭曲创丫S:jc:i.35C:eilFile-EdrtView匸he-mi-rtrpStructureE-equente匚hrtScriptsTddI-sWiridev/Help1询12丁l弓M14fl|i訓iMLPMTL匚P.M彳Ui'MLL吕匚L朗F卜三WYE石EE呂门耳號LP£勺R.IT匚F心£呂Y4TG呂Ti;¥ELL】P口i屈;諒;孑丨-五|ildT1LUUI.1U1
4、Ur*1CLILiUULLJI.1UIIUT厂ETT1UL*UUtAlignSeque-nEEto*'AlignSequenctito3.模板选取PfiMmeterName:1PfirdmeterlilueInputSequcncKNGAP:UntidedlTnputDjtabjEEPDB_nr95OrganismE-u'lueCutoff10MamumHits1QQ可Adv心riced_Shcfli-F«twtcrKtlpSuCCE-5550hits:UntHedlOiDDzSSH三月?16:17Ioc£lho5t441IDmodBl?:Unti'
5、0:D8S7雋一三冃ai5s斯io“iih加凹列肖cce-s-s7B.9%identrtuUD:DDSTH三冃m1513CIo»lho5h£i943Succaas50hit穿UrYtrtiedl0:00;B8處一三月3151loelhomt椁朋mSuoceis7H.9%identityUO:DDBH三冃315i4loE£lhD5t943Success70,9%dent.txU0:0106)S目?tlactlh.)stSJM3Sijccess-50hits;UrrthJedli0;DDJ50H二弓320S7locAlho5L9943fiiirrng3nDfrrtiT
6、iHC!TNGD-DlriT母穴二曰1l5-1ClnrfllhhO<MASuccessSuccess-Gucce-55SuccessDi-5ca«rySludia2.SClienthiltEditLlieirirttr;DTdtryTudi口2.5LinnrfTVU*in>-31lf'T-?tlJ£i3riLIUrd.il«xd.14ILIU:r±iL&LQ.Lkittbd<jT:.NAEL5COL£0MLFMTL<:H.H5WHLL3CLFITLjWVtGLEjQKKLPd."nP.IP-AT
7、ialyxi£fxudAriBlyxv.FxIild.C'u.ifn-iqn口firtndSlxartariTE4-it*inIroitLDtkjahiF丫爼崖OriaUlhEtihcti险呻nW5ibySiijLiTLl.yRlhamaau-din»FriL»in尊Lhrpl吁S+rl»BUnhtledl0ProtocdINane'z-tfr'frd'itdtLBDfft也ikElapsedTimsitirtDjte,StrverLucatim-+:Mg中aTrajpG曰ry隔EliCC&iEG1£IO
8、rris-fdlNG.DiflK月二三月卫15JSIZha曲!Mm+At*la1-26"TrajpG曰rp回仙EliCC&iCiElfllIrfriwlNGHJCrtTU二三目A15dJIZha曲!MM.-if.:.亠mn匸2rThi厂n.gyiahna-Id4站上一.込XQilalcylOdilL5tUiIluUi-Ql-UX£iI*fckbliodrIndexNameVifUe-1.IUHK0T<rIfadtledLQLAittkdIUWAt-abwhariiProtocolNrn?OetjikEhpred亍吋StartDate"ServerLo
9、cation亠+.AjulyltTfbj亡ClCXFy血100FrifrewNG01DO55雋二三月4M聖lx川a购站?+ArwIyH亡T“i亡clmp0*sID!FrirrewlNG.01DO57雋二三月41514Idc川a理1站21T1J、*El“s.r'l-lk、4e亠4L.4.序列比对I5jkTkoTAndlyzflTrtjertoryFrflrnt5;N6.lrDscciverystudlci3.5ClientioniLece-ptar-LifamidlInternetianaPhiarBiflCdpStOEe-sSbaIIciIL«:4ziu1亡丑Verifyl&
10、#171;d.«ls-F2E-drl:dmChQfriijdrySwquwriCbChrt:Script-;TooleuUndaivHalpProtocolN-smpSjv?dDetail!:EljpedTfpStatus-No+AlignSpquenceto口Nu+BlastSEirth£ervErcii:all-iDs-lS9J3®y3.5c0.12158:口TeEpZ巴-;nSequenrs2«4'ihcuc«&bySLtilttTLjStartD-ateEeri.irLocatiori423%idcntilUDd0;56
11、b9hrt:UntitledL0!fiOd9HE四月9&远hcalhortflaag罔三阴9UilCI口胡J罔二三月415Clo"lhMiW3厝QFrapwr-tPrEt«3:nSUCCP55Succe-ss回伽UCCB39101tf令母窑&X>:iSfrciia.'Dlc-cuiles7*rif7Fr七d*IlKHiILERjVAfLfjLfaUjJiiPrtLliE-ai).悍r*P吕IF7&ilQFil<tQuryOrJ-LMthuei-etbOtuLU££J4b't辱炖陥必酣51711Iz*Li
12、nniiD画EhCLtlJLQAlsTiS«qaw.-=BiulJStruc-i-nr-iTAniHyE-i£:iFt扌:iaCanx»rvil3diPaht«rni*05i!iiProtsinsDuil>iJkfulC'gyMdd415.hb-riHASTfi.ilxLa£mdIwiflili-ux»FSI-EJAST2aruhla3JmiLiJyr-nDklsrr-tla-l»1L»plati-iiEaaoh£id*Ch<iLiMinanit«u*rlRi-Ein.
13、71;F'r-aLbstiUodlAnlLt-j>iyAflilyc-iTruwiH-ilrui-Fro-t»ihtUrttkdJ汁LLMDAKatschFC6Lh-itttadl严LLMjAHuaidtnJI-li1HtcIalrAaadBkDld-Uld£>111HL4LJiS'Wfili加伽K«|Ui;n"真皿中loljaDG.x.Dackudkriilya»0t5JCkFlPt亡i=TLP5HGTKWP.DFMn.KDyNEraktaHfdIv审I-aJallPinJlertplilesxiswciLAiK$
14、亡ud.«rHAJT5亡arrb.OOIEexyfr)Stltetctntaract亡kiisft也tk亡prrtpntmdImJEtTUJtTirm血”AliffwmiUnctfeai严LuKatHrtiarFffi"NC5eIeGVilt:W555E555AT.¥1W1G5¥"¥UWIGLHDLHDalndl*;SLUaLsili.CacLCtlParjrnpbrrNampParamr'trir'i.i'iBlue-InputRnlodel站quinceUntrtJedldUntdedl】nput"
15、;femphtetrudurMlU70ATv1ffbfeSCreateSequenceProFileRaise上ilinStrudturefTrueShtvFxrm-iLarK«lpTFV-lVF5.构建模型Sludio寸5BulIJ.«ndEJltHutL-aicMidBuild,xndEditPr&t<tnCtliA*!Hh-kIc-cFlc-ihlsniIdHibdIoyNdLiIx<血*PratucolName:Tsri£jr岸口LrtttdLLTAMLrrtiedDbli0PxaLblti(luwyOtrlin亡Ibl百h&s
16、亡三Fre-Ivsji.E«pwh.Prsj-irtTtoleini3ia.ulajtiQn|KcceM0r-Li®aid1strxitici皿斷FIlaj:atGe着孫uullIclBEUleEFTaaliQiUlpiaridn«l4£4>IU4Tf:4Enhly-EBJ'fqIi-ld.Ccm-irvaiLiSuperinbpiystFrot亡LiraTii>ltemla'i»uiluVttifyJfotftiniWDELai.VtrifvThNta.LD.iFT-aialii-JD).Search.i-Ldt-
17、i-J-fiinHajLUXLmdJrifani.FroWi_alodelDoiJciuviLyzi打心寸匸mplu述glyzTf-knsr-Jiibro>a际血Lhttkdlrl心Urtked?*LLWM.PiraiTiete-rPdidfri±t±rVluehr>jtSequenceAligrrnentUntitiedl.tfiriirsJiite&lhf>jtlecriplatStructuresiuwOAhputMadalSfiqucncAhtidvdl団CjoppFromTeinplilesE9NurnherofModels5Ciptim
18、izjtiDnLn-ielHigh日AckntedCutOvErhdKigsTue»DifuHid*Drklge;£y?4Q-rCysSljCCyp&fl-<y51Tl1TZy?14GKyCis-ProlintsAdditionalFtrjints-®RjpfneLoops-Tut同ParjHtlPrQopjjingFall?B-uildHoimologyModQ-口罚Ii5h5L汁:YALIc:LHDF1<;LH0P1uLOliRDFHCEKDNtND*£tdtu$et£isEkpstdTime=tdrtDateTEeru
19、itrL口丘血11QNoSuccess42.3feidtntitY.U0iDM7KJI7!::localhD5ti9943No'luCCA-Sfi47.3%汩抽现UEDfiSiS雋三四月口“工lacdlhoEt943NoSuccessB9hrte=UrtftiipdljgiD&4.9*.=!»:::locjlhDsU994审上dignSequence+AlignSwqufrncft由BLAST5tard-i动力学模拟1、选择ser36-val175部分日0*INAP.rewWI丽1皿0"白gjiMINGAP&0/SER.36tEH/mFAR.G37&
20、#177;回WILE期FF0/THR39&0/ME"&EJ«PCMl庄0/MFGLN2E回冲GIY恥FT回冲EER44&VAL45&0ALA46tE底imnwTE回"GD华FF05ER49&EJaIRSO&0/CVS51空H/MFTYR52匡回"ER52FT回舛LEUS4.I.-hLL屮丨HI"f!IFGAF_P*_1ej1stssQ6dNGAPj-uIQCQfi1LHAMGAP_nwXTJGAF_m;.Mi:PJGAP_nwM.NGAPjreMINaF_new.冲NGAPjre-.wINGFWW
21、.HIU,JGAP_nw.>1.dMLPMTLCn.M5WM显尺畠IkIH"aIaHte门MMLPMTMMLPMTMMLPMTMMLPMTMMLPMTMMLPMTMMLPMTMMLPMTMMLPMTLCR.MSMJMLLUH.M5WMLLCR.MSMJMLLCRMSWMLLCH.MLLCRMSWMlLUH.MSWMLLCR.MSMJMLLUH.M5WML|DM4MlUISCLMFLSWVESCLMFL5WVESCLMFLSWMESCLMFL5WVESCLMFL5W¥ESCLMFL5WVESCLMFL5ESCLMFLSWVESCLMFL5WVErIMFIClUFERRR
22、R&»"A432、prepareprotein(对模型进行prepare,处理蛋白并加力场)|AaQNhighr亡*l.iwtHGAF_rerfJJKAeuifrciteiriShirClRwcrt即0宅曲十*IM口LtpTMTS-'flUhFCMTdL口总±£-*tXapxviacLvltbLuo.Cd-cal-steJr&teLn.Iwiiibiy-n4iilSesLdiiep£r'T-it-ias.r;ipcr,lf'x-ipuifrt-iaxHjEkO:emo*enol£15B.ecff
23、ptor-LiEanjfiIaiterarijtis-fftsphora-jsSmallMdlecnil>EisS-raylyToalji|窝:StVl-孝审客&X:iPfllcilR.jfcIKkSiP匚!TrnllLn.1<E3TI!L-luLLXyr>iTci-n*horrEudmalhi.-pr-ia¥L-n*«HUHBcy£Lh«aLructuii.ARG-57:LE3BFHR39W.041GLN42GLY43筑gVAL45ALA4j5TR4?GLY4BPiaR50-LEU54帀i-ErtmBSterunrprVski
24、BInputPrrairJNGAP3fi-175iNGAP用BuildLOOpGTfdd卬ProkiriflieTrueHAdviariredRn>.DpLiciTTCUiE«lKilp3、minimizationoffiEJidroihiliEi£d-lJjwwG»mii*TrnxivrSvgumoathirl3»liJjSndowjj*b检*0£打但=311说:£4站.问n円m&cdNameSiwetlDeldkRacfwii!*帼ueUCC«ll*>jWHciHCjioModsAccess+.Mmn
25、Saqyno*冶TampxiJ27*讨ml卸1忖3andWffltideH:DINSiP.m用用isTempos&JEM55+:PtbbeFraoiin*EkildHurwlowMcdiiFnpvKi:JDnwdili:INGAPHChiiMnkiLRradixtiMilSuCwflEEMDL1-33Mkcn.j'mfltPM>N血JlJwESlP»PWJ95HJWECwrirdre也rrfetrdTF*too«iidii54A5T5b-eKiTSCDI£«ivwr;i+.免朋T£rrh»5J.AST5«
26、;HShiTM:Bl&e(wr;i*&I.ASTSuch£U££<&UCC4II5ThfeicMAF.iHbtUtz咛誣E左除idanlit2i»«qu«iEvWWi5T4PP.IimMISIMPRT田wlygahiTinryGsk疋曲ctiib&o幻iE电flyuIRodEdl£ucc«ai5U£«5SS1C«55Euhkk£0LFnnn:AWMHA£00TrnruAW-NPAa5U33n&lEm"】
27、4;«MZWZMkjAwidUIMVWSIf.AruaT-df*rlaryrAnauVdyKlory2(UDn*MTMi:a>rrb£ucc«aiIriA炉*dMaliciivMrirTisBb'SnLTM£lAPj3-ipirMijAPSmanMNniSnrOil>Enangy匚hingvSorefirwi吕frcqucE3ImpSck亏出EiMcrfel圈NanbarLkxFLadiM&UK4II&1CM55SuccessAigorttimHM5C-rjidkn口占edri注PrepareProteinnIn忡El
28、邮Vru3itt|-LodeadjSuhihiaryHeiiniibtxndfhn!ZCfE5driiMm叭imfroiuihvafim-rhrt>VKh>Hpr*»i出i2frwni.d>w*FpraiisvilMi«dGfaDetail*”,屁”|汕¥申仝住忙乂,|;卜P、I二阳fE3血址jMp口H田尹IM2P-*:;蠱+QM-MM-&milMo-KuhlsAQMET圧口fMfiOEWiiw*?+OvniriljurpowS*l_JLibniryJkid-iia+口Ubr-ary口占小BoQ5邮E口俪Tida口rrsfcix0Til.
29、口曰DktiMrpEhdb*OMatfQfflrfiKuies*l_J1*jrTn«-=phsm+口RKipiorUandInKr-adanfE*SmMjOPE»-l_J»OChTralc?EQEiedradiarii:5AEn«wmdMrirrisilKn沪CdricddMErMry沪CJcweEhwDRl_沪CakdafcabriTBcripnEnirgy护MrniEUiBnETt¥*e治QhtdiphU$MIU«Bmc-wmMwrpt.rtii5Un-BHai12.1.|'1=»PPMituoiB-AI3ID9
30、CBcnlVcfwcti1-J9.I.IZ1M-海H血VCiaHJiXMtiilPitfMgu(W£=TimaIUHfMK:3ft«rriiJiTithUlW2550EiichwiTirmHOIHiSlanvVriibbTagad”亠taiirrMLciidtal=bAfirXli«i=B时处Inj帀茁看Kimr:callchQ|RaramcttirNameferaiiTieterValueInputTypedMoleculeINGAP_prep:ING/lP-MinimizafiiernAlgoirithmiSmarlIMinimizerMas璽mpt5000R
31、MSGiradienliD.lEnergyChangeD.OSaveResultsFreque-ncy10003ImplicitSolwnlMcrcH凹NonbcndLi?tRadiusDi'stancrDupmiduritDidretries14,0HElectrostEfticsSphericalCutoffI-AdvancedMinimizationConstraintsApplySHAKEConEtraintFalseINumberofPcs匸essoirsBUameForcefieldInitialPotentialEnergy(kcal/mol)PotentialEnerg
32、y(kcal/mol)VanderWaalsEnergy(kcal/mol)ElectrostaticEnergykcal/mol)InitialRMSGradient(kcal''(niolkA,FinalRMSGradient(kcaVrnolkAMinimizationCriteriaINGAPCHARMm545.S8767-2745.17219-1034.53S06-2367.49SS414.7Q785Q.09677RMS<0.1C0NJUG>Minimizationexitingwithgradienttol&rance(0.1000000)sat
33、isfiedl.4、heatingNiuinizatioiL0DynamicsQte-ilingwCooling)Q£3RarameterNameRaram&t&irValueInputTypedMoleculeINGAPifNGAPSHeatingSseps|SOODTimeStepO.QOJInitialTemperature50.0Tisrget"Femperaiiiurc-3G0.0AdjuiEtVelocityFrequency50SaveRjesultiFrequency|00D创ImplicitSok'entMedelDistance-
34、DependentDidectirics用NonbandListRadius14.0+EleclnostaticsSphericalCutoff日AdvancedHeatinqConstraintsApplySHAKE匚口nslnraint|thj&1HeatingSaveFfestartFileTrue1HeatinqRandomNumber£.31415931415&3141593141S9NumberofPro匚实町口itsNameForcefieldStartTime(ps)EndTime(ps)InitialPotentialEnergy(kcal/mol)
35、TotalEnergy(kcal/mol)PotentialEnergy(kcal/mol)KineticEnergy(kcal/mol)Temperature(K)VanderWaalsEnergy(kcal/mol)ElectrostaticEnergy(kcal/mol)INGACHARMm0.000010.0000-2739.314424.2269-1248.3261672.553307.79560-881.2306-2452.87736P003123023T在300左右4mmnJedEQJ5、平衡Dynairiics(XeatingorCooling)DyitimLceCEquili
36、brationj*ParameterNamePsram&t&rValueInputTypedMoleculeliNGAP-flJINGAP-EquilibrationSteps5<W0TimeStep0.002Targetlemperature300.0AdjustVelocityFrequency50SaveResultsFrequency10000ConstantPressureFalseEImplicitSolventModdDistance-DependenitDielectrics3INonbondListRadius14.00ElectrostaticsSph
37、ericalCuEoffSAdvancedDynamicsIntegratorLeapfrogVerletEquilibratianConstraintsAdplySHAKEConEtraintTrueEquilibrationSaveRestartFileTrueEquilibrationRhstartFileF:TNGAPMDDynamicslrleatingorCooling2QEquilibrationRandomINum1415fl314159314159314159NumberofProcessorsCO-1.125_=-irnnnnMonnnclnECuooooGoG0-GOQG
38、01C:=lhcelHnlpChoosePilotAxesDataRowIndexIndexNameVisibleAngleEnergyElectrostaticEnergyPotentialEnergyVanderV/aalsEnergyBondEnergyStepTimeTemperatureTotalEnergyKineticEnergyReferenceNameColcrbyDdt.赴Series-t875-1.5LILI-t250-1.375-1.625-1.75U£03040IndexPlotsel>=ctedrmsBilly6取样(这里以10ns为例)Plarai
39、TieterNameParameterValueInputTypedMoleculeINGAP-2iINGAP'.ingl.aIipmiiiriicsi'Equi1ibration)-J1DynamiC5(Froduction);|-Production5000000TimeStepRestartFile-F:NGAP_MDDy3mic5Equilibration_2014J&1.,TargetlemperatLrm300.0TemperatureCouplingDeca,.5,0SaveResultsFrequency100&0NVTDistance-Depe
40、ndentDielectrics+NonbondListRadius14,0+Productionlyps+ImplicitSolventModelElectrostaticsSphericsICutof?AdvancedLeapfrogVerletDynamicsIntegratorProductionConstraintsApplySHAKECo-nstraintProductionRandomIMurrbw”.”True314159314159314155314159TrueProductionSaveRe-startFileNumberofPro-cesaors三.MD轨迹分析i.势能
41、分析DataRowIndexIndexNameVisibleAngleEnergyElectrostaticEnergyPo-tenii自丨EnergyVanderV/aalsEnergyBondEnergyStepTimeTemperatureTotalEnergy_=-irnnnnMonnnclnE_(:'§'uoc二uoooo(_uo_u_|二01C:=lhcelHnlp2.RMSD分析KineticEnergy血ferenceNameAxLialyzeTr=1jectory|ParameterNameParameterValueInputMoleculeING
42、AP:NGAPPropertiesTorsionAngleProperties-RMGDRefe-rence-1ScopeMoleculeLabelRMSDto-confAtom<3blipEackb口ngAtomGrouptoFitBackboneSaveFittedTrajectoryTrue一TrajectoryFileEnergyFileFrameStartFrameStopFrame1ncr&ment3.RMSF分析(氨基酸残基的柔性)先根据RMSD等,选取平稳后的构象这里假设取最后100个构象。VisibleReferenceNTreNameTimelbLalEner
43、gyKineticEnergyC«nEorwraCanf-aiC->TitQtTia"3W.iCanf-ara1C>XritQtTi"raIIPotAntii-I.TTE*"Ia.t;£a>>oiILec;iLleirE.hceptoi-LieandIntsrticin思疋ctphoT耳吁SmjbI1Hol洋匚©lei鑫JUL-dyiti:血钮叔唧Clui卒r-3h-a*fl«1-3FileEdit¥irvChemisbStructure15equ<«nctChartSicn
44、ptFTools则ndawHp'爭些会喚xX'+.AlignSequencetoMo1-lMi-.VBjLwe口m*=e4、*”衿話8*£昏白霸I鳳m寸5眄i.”PlBuildl-lofriDlDgQjhQNqSuccessServtrilQCdlliAEbffiJBv35jO.1215Q甌plhTF甸??IoFFPratDEDlNametfh'edDetdikElpfedTim,madek-UndoiODIdentityUQ:D0j+7j1:>dliIce曲TixaSiri-alit3dti>SaI.UpChlSU'ALUUCr-tah&
45、#187;Fln-ITrjtctoryTiatipJ.CompciDitni:Jut-ilyiis.ClientZll-rtV-Khtij3EVclx曲la廿;nohtidnohiJClioid.JlIeBond為炉£Cn&rvvtLmStatusSuccessStdrtD血StrvtrLoiZiSTtiunffl=四月9L5品Icicfilh口"朋朗HE四月9L咄申珂恤曲艸田二ffflFicIh:山E*amauLilyiuT±*«jct<UF.Ctlaallit-bVij-al*HM«nlCUcoliA电EpliustriGyr
46、aLi沁匚lIodlIi.t4Txit-irbQhijdEtht歹.DL-L<b£iLDusULbiiUDJiPuhlLqil.Ql'tlcI1|ibgaf_EDI2,ODD3.000i.ODD5.000113.L百5412.5EB.J32T.1L6T9.WIHCAPIH5XF-IW5KF-L.655.2LPrw'tstopm-i»Lncrw-inlCmcil_;H:ty:y-二拉z>:茁;;*:jA:y-ZAZA:_;:;;_拦二竝二岚Cor'i'fcfiTiatiOilCor,ifOr,friitic>nCQrrf&am
47、p;fTiJtiDri匚口rTfarmatiDnCarrformatiDn亡口nfcrmatiDn匚口nfcrmatiDnCorTForrrjfltisnCOr'ifcXiTlfltiDilCor'rfGfiTifltiDilCariferfTiatiDnShrFwmdtiDn匚口ri+wmatiDn匚口nfcrmatiDn匚口nfarmatiDnCdnormadisnCor'i'fcffTiflilsnCor'iftxfriatiDrjCar-rfer-rriiatiDnCarrferfTidtiDn匚口rrformatiDnCahrFofmjtiDn匚口nfcrmatiDn匚anfcsrmatiDnCarYfcrmaticin|Cor-ifGrrnflcion取平均构象DMCFbirildSifffGjTiltfcflUJ.!FXii!TrvJiiEtHriFIHG世*一曰-»Q口-J.525T目iwgMk囱ftp购HaHTiOfikEfiitfllfD&rweiySsudb5口耐LEUL34PF.OH5-AiNue-Hzrf*1LT朋LM曰&.科4mlyiiiH曰TZ:他曲宓祖r©西hm二Ti_l轴佃血<i曲p唤mM鼻Dkositfy矗皿。3
温馨提示
- 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
- 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
- 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
- 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
- 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
- 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
- 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。
最新文档
- 2024-2030年中国奶茶产品市场规模分析及投资前景规划研究报告
- 2024-2030年中国大口徑HDPE水管项目投资风险分析报告
- 2024-2030年中国商品防伪标签市场竞争状况及投资趋势分析报告
- 2024-2030年中国印刷滚筒抹布资金申请报告
- 2024年水利水电施工环保责任承诺书3篇
- 2024年度图书印刷与网络销售渠道合作合同2篇
- 2024年版车位独家销售代理协议版B版
- 眉山药科职业学院《生物化学(B类)》2023-2024学年第一学期期末试卷
- 2024年生物科技研究与发展合同
- 专业知识 电视新闻采访与编辑中同期声的技巧
- 气相色谱检测器FID-培训讲解课件
- 新教材人教A版高中数学选择性必修第一册全册教学课件
- 《HSK标准教程1》-HSK1-L8课件
- 幼儿园小班绘本:《藏在哪里了》 课件
- 上册外研社六年级英语复习教案
- 替班换班登记表
- 社会保险法 课件
- 阿利的红斗篷 完整版课件PPT
- 桥梁工程挡土墙施工
- 供应商质量问题处理流程范文
- 实验室生物安全手册(完整版)资料
评论
0/150
提交评论