版權(quán)說(shuō)明:本文檔由用戶(hù)提供并上傳,收益歸屬內(nèi)容提供方,若內(nèi)容存在侵權(quán),請(qǐng)進(jìn)行舉報(bào)或認(rèn)領(lǐng)
文檔簡(jiǎn)介
膠質(zhì)瘤治療隨訪(fǎng)與影像評(píng)估浙江大學(xué)醫(yī)學(xué)院附屬第二醫(yī)院
幽閉恐懼癥Thedeterminationoftreatmentresponseandclinicaldecisionmakingisbasedontheaccuracyofradiographicassessment.
腫瘤解剖像曲面重建及MRVBOLD功能激活區(qū)和白質(zhì)束追蹤術(shù)前2016-04-2118:48:08術(shù)后2016-04-2818:52:00手術(shù)結(jié)束時(shí)間2016年04月26日18時(shí)50分2016-04-2118:48:082016-04-2818:52:002009-06-13男,32歲,2007-12-28手術(shù),術(shù)后恢復(fù)順利。術(shù)后行規(guī)范放化療。1,1,3,6月…復(fù)查2013-04-062014-11-29出血及強(qiáng)化2015-06-022015-06-022015-06-1009:26:452015-06-1018:20:13病理(右額葉)高級(jí)別膠質(zhì)瘤,傾向膠質(zhì)母細(xì)胞瘤,WHOIV級(jí)。免疫組化結(jié)果:GFAP+,MGMT+,MMP-9+++,PTEN-,IDH1-,EGFR-,VEGF+,Ki-6710%,P53+。2015-06-26放療定位2015-09-072015-
12-072016-05-03女,59y,因“記憶力減退1月”2012.11入院。2014.06.19Copyright?RadiologicalSocietyofNorthAmerica,2007Figure:FlowchartillustratesorderofmethodsusedtodiagnoseanddifferentiateintraaxialmassesAl-Okaili,R.N.,MelhemE.etal.Radiology2007;243:539-550LawMetal.AJNR200324:1989-1998ABCDEFUSCSchoolofMedicineRadiology&NeurosurgeryStandardofcare
ThecurrentSOCforpatientswithnewlydiagnosedGBismaximumsafesurgicalresectionfollowedbyconcurrentTMZ(75mg/m2/dayfor6weeks)andRT(60Gyin30fractions)andthen6maintenancecyclesofpost-RTadjuvantTMZ(150–200mg/m2/dayforconsecutive5daystherapyevery28days,standard5/28TMZ[sdTMZ])accordingtotheresultsofthepivotaltrialbytheEORTC/NationalCancerInstituteofCanada(NCIC)ClinicalTrialsGroup,inwhichbothPFSandOSwereimprovedwithcombinationtherapy(RT+TMZ)relativetoRTonly.Theevaluationoftreatmentinhigh-gradegliomascurrentlyrelieseitheronthedurationofpatientsurvivalor,morecommonlyinpatientswithrecurrentdisease,theradiographicresponserateorprogression-freesurvivalNeuroimagingNeuroimagingplaysacrucialroleindiagnosingandassessingthelocation,extent,andbiologicactivityofthetumorbefore,during,andaftertreatment.Itsroleinlow-gradetumorsliesinthemonitoringofpossiblerecurrentdiseaseoranaplastictransformationintohigh-gradetumors.Inhighgradetumors,neuroimagingismuchneededfordifferentiatingrecurrenttumorfromtreatment-inducedchangessuchasradiationnecrosis.Radiologicassessmentof
tumorresponsecriteriaMacdonaldCriteria(1990)ResponseEvaluationCriteriainSolidTumors(RECIST,2000)ResponseAssessmentinNeuro-Oncology(RANO,2010)MacdonaldCriteriahadanumberofimportantlimitations:thedifficultyofmeasuringirregularlyshapedtumors,interobservervariability,thelackofassessmentofthenonenhancingcomponentofthetumor,lackofguidancefortheassessmentofmultifocaltumors,thedifficultyinmeasuringenhancinglesionsinthewallofcysticorsurgicalcavitiesbecausethecyst/cavityitselfmaybeincludedinthetumormeasurementDetectionofEnhancingTumorVolumeDespiteResectionCavityCollapse.A)T1-weightedpost-contrastaxialimageshowingaresectioncavitywithrimenhancement.RECISTmeasurementwouldbeAandMacdonaldmeasurementwouldbe“A*B”.B)T1-weightedpost-contrastaxialimageshowingthesamepatient3monthspostoperativelywhohadcollapseofhisresectioncavity.RECISTmeasurementwouldbe“a”andMacdonaldmeasurementwouldbe“a*b”,bothofwhichwouldbesmallerthanthemeasurementsfromtheinitialscanabove,butthischangewouldbedescribingonlytheresectioncavityconfigurationandnottheunderlyingtumorburden.DetectionofEnhancementthatisObscuredbyBloodProducts.A)UncontrastedT1-weightedaxialimageshowingresectioncavitybloodproducts(brightonT1).B)T1-weightedpost-contrastaxialimageshowingthedifficultyindeterminingresidualenhancingtumor.C)Ourvolumetricanalysisisabletodetecttheobscuredenhancingtumortissue(showningreen).D)T1-weightedpost-contrastaxialimageat2.5monthslaterafterthebloodhasresolvedverifyingtheunderlyingenhancingtumorvolume.神經(jīng)腫瘤療效評(píng)估(RANO)標(biāo)準(zhǔn)“在放療完成的12周內(nèi),新出現(xiàn)的強(qiáng)化灶,只有當(dāng)其主體不在放療區(qū)域,或者病理學(xué)證實(shí)為腫瘤進(jìn)展時(shí),才可以認(rèn)定為進(jìn)展”P(pán)rogressivedisease<12weeksaftercompletionofchemoradiotherapyProgressioncanonlybedefinedusingdiagnosticimagingifthereisnewenhancementoutsideoftheradiationfield(beyondthehigh-doseregionor80%isodoseline)orifthereisunequivocalevidenceofviabletumoronhistopathologicsampling(eg,solidtumorareasie,70%tumorcellnucleiinareas,highorprogressiveincreaseinMIB-1proliferationindexcomparedwithpriorbiopsy,orevidenceforhistologicprogressionorincreasedanaplasiaintumor).Note:Giventhedifficultyofdifferentiatingtrueprogressionfrompseudoprogression,clinicaldeclinealone,intheabsenceofradiographicorhistologicconfirmationofprogression,willnotbesufficientfordefinitionofprogressivediseaseinthefirst12weeksaftercompletionofconcurrentchemoradiotherapy.Progressivedisease12weeksafterchemoradiotherapycompletionNewcontrast-enhancinglesionoutsideofradiationfieldondecreasing,stable,orincreasingdosesofcorticosteroids.Increaseby25%inthesumoftheproductsofperpendiculardiametersbetweenthefirstpostradiotherapyscan,orasubsequentscanwithsmallertumorsize,andthescanat12weeksorlateronstableorincreasingdosesofcorticosteroids.Clinicaldeteriorationnotattributabletoconcurrentmedicationorcomorbidconditionsissufficienttodeclareprogressiononcurrenttreatmentbutnotforentryontoaclinicaltrialforrecurrence.Forpatientsreceivingantiangiogenictherapy,significantincreaseinT2/FLAIRnonenhancinglesionmayalsobeconsideredprogressivedisease.TheincreasedT2/FLAIRmusthaveoccurredwiththepatientonstableorincreasingdosesofcorticosteroidscomparedwithbaselinescanorbestresponseafterinitiationoftherapyandnotbearesultofcomorbidevents(eg,effectsofradiationtherapy,demyelination,ischemicinjury,infection,seizures,postoperativechanges,orothertreatmenteffects).Pseudoprogression/pseudoresponsePseudoprogressionofgliomasisatreatment-relatedreactionofthetumorwithanincreaseinenhancementand/oredemaonMRI,suggestiveoftumorprogression,butwithoutincreasedtumoractivity.Typically,theabsenceoftruetumorprogressionisshownbyastabilizationordecreaseinsizeofthelesionduringfurtherfollow-upandwithoutnewtreatment.Pseudoprogressionoccursfrequentlyaftercombinedchemo-irradiationwithtemozolomide,thecurrentstandardofcareforglioblastomas.Pseudoresponse,isthedecreaseincontrast-enhancementand/oredemaofbraintumorsonMRIwithoutatrueantitumoreffect.Itoccursaftertreatmentwithagentsthatinducearapidnormalizationofabnormallypermeablebloodvesselsorregionalcerebralbloodflow.Thesetwoopposingphenomenaemphasizethatenhancementbyitselfisnotameasureoftumoractivity,butonlyreflectsadisturbedBBB.A54-year-oldpatientwithrecurrentglioblastomashowingnonenhancingprogressionafterbevacizumabtherapy.Axialcontrast-enhanced,T1-weightedimagesshow(A)scanatrecurrenceshowingmultifocalrightfrontalglioblastoma;(B)decreasedenhancementafter7monthsoftherapythatqualifiesbyMacdonaldCriteriaaspartialresponse;(C)axialfluidattenuatedinversionrecoveryimageatbaselineand(D)after7monthsoftherapyshowingnonenhancingtumorprogressingthroughcorpuscallosumtotheleftfrontallobe.Pseudoprogression
afterchemoradiotherapyPreOPPostOPAfterradiotherapyandTMZRe-operation2daysafterstereotacticbiopsy4weeksaftertherapyAfteradditional4weeksTMZAfter8cyclesTMZNote:Giventhedifficultyofdifferentiatingtrueprogressionfrompseudoprogression,clinicaldeclinealone,intheabsenceofradiographicorhistologicconfirmationofprogression,willnotbesufficientfordefinitionofprogressivediseaseinthefirst12weeksaftercompletionofconcurrentchemoradiotherapy.彌散和DSC灌注成像的差別彌散假設(shè)真性進(jìn)展細(xì)胞結(jié)構(gòu)增加-ADC下降假性進(jìn)展細(xì)胞結(jié)構(gòu)減少-ADC上升DSC灌注假設(shè)真性進(jìn)展血管分布增加-CBV增加假性進(jìn)展血管分布減少-CBV下降A(chǔ)dvancedImagingTechniquesforEvaluationofTreatmentResponseDifferentiatingpseudoprogressionfromtumorprogressionPerfusionDSC:WithanrCBVthresholdof0.71,pseudoprogressioncanbedifferentiatedfromprogres-sive/recurrenttumorwithasensitivityof91.7%andaspecificityof100%inthissmallseries.DCE:AKtranscutoffvaluehigherthan0.19showed100%sensitivityand83%specificityfordetectingprogressive/recurrentgliomas.SignificantlyhigherMSIVP(maximumslopeofenhancementininitialvascularphase)andiAUC(initialareaunderthesignalintensity–timecurve,at60and120s)wereobservedintheprogressive/recurrenttumorgroup,withMSIVPbeingthebettersinglepredictorwithhighsensitivity(95%)andspecificity(78%).ASL:ASLislimitedbylowersignalintensity-to-noiseratioandlongeracquisitiontimecomparedtoDCE-MRIandDSC-MRI,themajoradvantageofASLtechniqueisitsapplicationinpatientswithinsufficientrenalexcretoryfunctionandtheabilitytorepeatASLacquisitionsduringasinglestudy.
Anewenhancinglesionappearedaroundtheresectioncavity1monthfollowingcompletionofchemoradiation,withoutevidenceofelevatedrCBVonDSC-MRI.Thelesioncontinuedtogrowduringthenext2monthsbuteventuallydecreasedinsize,consistentwithpseudoprogression.
Newenhancingareainapatientwithglioblastomafollowingchemoradiationtreatment,withpathologicallyconfirmedtumorprogression.TheuncorrectedCBVmapshowedanapparentlylowerbloodvolumerelativetonormalbrain.Presenceofsignificantleakageisseenwithintheenhancinglesionasindicatedbysignalintensitycurveandleakagemap.Followingleakagecorrection,elevatedcerebralbloodvolumeintheenhancingregionisconfirmed.Anewenhancinglesionappearedadjacenttotheresectioncavity3?monthsfollowingcompletionofchemoradiation(A),withoutevidenceofelevatedkTrans(B)onDCE-MRI.Thelesionremainedunchangedinsizeforthesubsequent4?months,consistentwithpseudoprogression.Anewenhancinglesionappearedalongmedialmarginofrighttemporalresectioncavity2?monthsfollowingcompletionofchemoradiation(A),withoutevidenceofneitherelevatedCBFonASLperfusion(B),norelevatedrCBV(C)onDSC-MRI.Thelesionwasconfirmedaspseudoprogressiononsubsequentimaging.MagneticresonancediffusionimagingADChasbeenshowntoinverselycorrelatewithtumorcelldensityOneimportantcauseofneworincreasedenhancementfollowingchemoradiationisduetopostsurgicalinfarction
AnincreaseintumorADCvaluesfollowingtherapycomparedtopre-treatmentADChasbeenshowntobepredictiveoffavorableresponse
Histogram-basedmethodshavebeendevelopedtocharacterizerelativemixturesofADCvaluesandtestedaspredictorsofpatientoutcome
Enlargingleftparieto-occipitallobeenhancement4?monthsfollowingchemoradiationtherapy(A).TheenhancingregiondemonstratedlowADC
(B)
onDWI,mildlyelevatedrCBV
(C)
onDSC-MRI.FDG-PET
(D)
ofthesamelesionhadlessconspicuouslesiontobackgrounduptakecomparedtoFLT-PET
(E)
andFET-PET
(F).Subsequentresectionconfirmedprogressive/recurrentglioblastoma.GenerationofADChistograms.(a)TotalenhancingtumorvolumewassegmentedonaxialpostcontrastT1-weightedimagesina52-year-oldwomanwithrecurrentGBMandtransferredto(b)thecorrespondingADCmapimageforgenerationofADChistogram(c,d).(c)Asingledistributionfittingcurveprovidedapoorfitofthedata,whichcouldbesubstantiallyimprovedbyusing(d)atwo-componentnormalmixturemodel.Radiology.
2009Jul;252(1):182-9.doi:10.1148/radiol.2521081534.Recurrentglioblastomamultiforme:ADChistogramanalysispredictsresponsetobevacizumabtreatment.PopeWB1,
KimHJ,
HuoJ,
AlgerJ,
BrownMS,
GjertsonD,
SaiV,
YoungJR,
TekchandaniL,
CloughesyT,MischelPS,
LaiA,
NghiemphuP,
RahmanuddinS,
GoldinJ.(a,e)ADC1000mapsand(b,f)ADC3000mapswithcorresponding(c,g)histogramsand(d,h)cumulativehistogramsforrepresentative(a–d)low-gradegliomaina67-year-oldwomanand(e–h)high-gradegliomaina48-year-oldman.ADCsofthehigh-gradegliomaweredispersedoverawiderrangethanwerethoseofthelow-gradeglioma,indicatingtheheterogeneousspectrumofcellularitywithintheentiretumorvolume.ADCsdecreasedwhenbvaluewasincreasedfrom1000to3000sec/mm2.Gliomas:Histogramanalysisofapparentdiffusioncoefficientmapswithstandard-orhigh-b-valuediffusion-weightedMRimaging--correlationwithtumorgrade.KangY,ChoiSH,KimYJ,KimKG,SohnCH,KimJH,YunTJ,ChangKHRadiology.2011Dec;261(3):882-90.MagneticresonancespectroscopyArecentmeta-analysisreportedthatthediagnosticperformanceindifferentiatinggliomaprogressionfromradiationnecrosisusingcholinetoNAAratiohassensitivityandspecificityof0.88and0.86,respectivelyBiochemicalchangesduringpost-treatmentnecrosisappeartohavetemporalvariability,includingdecreasedNAAconcentrationsovertimeandatransientincreaseincholinefollowingradiationtherapy,suggestingthatalongitudinalevaluationusingMRSmayprovidegreaterspecificity.Roleofmagneticresonancespectroscopyforthedifferentiationofrecurrentgliomafromradiationnecrosis:asystematicreviewandmeta-analysis.ZhangH,MaL,WangQ,ZhengX,WuC,XuBNEurJRadiol.2014Dec;83(12):2181-9.ComparisonofPerfusion,Diffusion,andMRSpectroscopybetweenLow-GradeEnhancingPilocyticAstrocytomasandHigh-GradeAstrocytomas.AJNRAmJNeuroradiol35:1495–502Aug2014LowerrelativecerebralbloodvolumeandhigherADCvaluesfavoradiagnosisofpilocyticastrocytoma,whilehigherlipid-lactateintumor/creatineintumorratiosplusnecrosisfavoradiagnosisofhigh-gradeastrocytomas.AntiangiogenictherapyandpseudoresponseThroughnormalizationofleakytumorbloodvessels,theseagentscancausereductioninenhancementwithin1–2?daysafteradministration,witharadiographicresponsein25–60%ofpatients;thisrapidradiographicresponserepresentsadirectactiononbloodvesselpermeabilityratherthanatrueanti-tumoreffectBevacizumab:arecombinanthumanizedmonoclonalantibodytoVEGF-ACediranib:
apan-VEGFreceptortyrosinekinaseinhibitortoVEGFreceptorTheRANOcriteriaaddressthisissuebyrequiringaradiographicresponsetopersistformorethan4?weeksinordertobeconsideredatrueresponse
PseudoresponsesAfterTreatmentWithAntiangiogenicTherapiesAxialT1-weightedcontrastenhancedMRIofleftfrontalrecurrentglioblastomaa)beforeandb)onedayaftertherapywithcediranib(pan-VEGFRinhibitor)showingsignificantreductionincontrastenhancement.Thereductionincontrastenhancementwithin1dayoftherapyismorelikelytobecausedbyreducedvascularpermeabilitytocontrastthantoatrueantitumoreffect.DetectingtumorinantiangiogenictherapyT1subtractionmapT2mappingDiffusionMRIinantiangiogenictherapy:MRIbiomarkersidentifythedifferentialresponseofglioblastomamultiformetoanti-angiogenictherapy.JalaliS,ChungC,FoltzW,BurrellK,SinghS,HillR,ZadehGNeuroOncol.2014Jun;16(6):868-79.High
b-valueMRdiffusionimagingMRperfusionimagingCET1-weightedMRimage
(T1wMRI)
ina44-year-oldfemalepatientwithrecurrentGBMdemonstratesanapparentreductionincontrastenhancementafterbevacizumabtherapy.
A,
Nonenhanced
(Pre-Contrast)T1-weightedMRimage.
B,
CE
(Post-Contrast)
T1-weightedMRimage.
C,
Subtractionmap.
D,
CET1-weightedsubtraction
(CE-ΔT1w)
mapshowsdemarcationofanareaofresidualtumoridentifiedasapositiveincreaseinMRsignalintensityafteradministrationofcontrastagent.
Post-Pre
=differencebetweenafterbevacizumabtherapyandbeforebevacizumabtherapy.CET1-weightedsubtractionmapswerecreatedbyfirstperforminglinearregistrationbetweennonenhancedandCET1-weightedimagesbyusinga12–degree-of-freedomtransformationandacorrelationcoefficientcostfunctioninFSL(FLIRT;FMRIBSoftwareLibrary,Oxford,England)Radiology.
2014Apr;271(1):200-10.doi:10.1148/radiol.13131305.Epub2013Nov27.Recurrentglioblastomatreatedwithbevacizumab:contrast-enhancedT1-weightedsubtractionmapsimprovetumordelineationandaidpredictionofsurvivalinamulticenterclinicaltrial.EllingsonBM1,
KimHJ,
WoodworthDC,
PopeWB,
CloughesyJN,
HarrisRJ,
LaiA,
NghiemphuPL,CloughesyTF.T1subtractionmapTraditionalNon-VolumetricMeasurementsdonotAdequatelyDescribeResidualEnhancementinSurgicalResectionCavities.A)Thisschematicresectioncavityhasresidualrimenhancementingray.RECISTcriteriameasurement‘A’or‘a(chǎn)’or‘b’orMacdonaldcriteriameasurement‘A*B’or‘a(chǎn)*b’wouldnotadequatelydescriberesidualtumorvolumeandadditionaltumorgrowtharoundtherimorcollapseoftheresectioncavitymaybeover-orunder-interpreted.B)Differencesinaxialsliceacquisitionalsoimpactmeasurementsmadebytraditionalcriteriamorethanvolumentricmeasurements.Onescancouldobtainaxialslice‘c’withenhancingtumormeasurement‘x’butasubsequentscaninthesamepatientcouldobtainaxialslice‘d’,causinganincorrectassessmentoftumorresponse.PLoSOne.
2011Jan26;6(1):e16031.doi:10.1371/journal.pone.0016031.AnovelmethodforvolumetricMRIresponseassessmentofenhancingbraintumors.KanalyCW1,
DingD,
MehtaAI,
WallerAF,
CrockerI,
DesjardinsA,
ReardonDA,
FriedmanAH,
BignerDD,
SampsonJH.AutomatedAssessmentofEnhancingTumorVolume.A)T1-weightedpost-contrastaxialimagesareautomaticallyfusedwiththepre-contrastsequences.B)Thetumorregionofinterest(bluearea)andnearbynormalbrain(purplearea)areoutlinedroughlybyhand.C)Theenhancingnasalmucosaregionisautomaticallydetectedwithabuilt-inanatomicatlas(redarea)andservesasathresholdforenhancement.D)Tissuethatispresentonthepost-contrastimagesbutnotthepre-contrastthatisabovetheenhancementthresholdappearsinyellow.Thisincludesenhancingtissuesuchasvasculature,tumor,andsuperficialstructures.Enhancingtumorvolumeisdefinedasthegreenareawithinthemanually-definedbluetumorregionofinterest.EffectofInter-observerDifferencesinDefinitionofTumorVolume.A)AxialT1-weightedpost-contrastimageshowingalimiteduser-definedtumorregionofinterest.B)Thesameaxialimagenowshowingalargeuser-definedtumorregionofinterestthatencompassesthemeningealenhancement.C)Whileincludingthemeningesincreasestheenhancingvolume,similartrendsinchangesofvolumeovertimeareseen.EffectofDifferentEnhancementThresholds.A)AxialT1-weightedpost-contrastimageaftervolumetricanalysishasbeenperformedwhichshowsingreenthedetectedenhancingtumorvolumeusinga25%thresholdlevel.B)Detectedenhancingtumorvolumeusinga40%thresholdlevel.C)Whileincreasingthethresholddecreasesthecalculatedtumorvolume,thevolumesacrossdifferentthresholdlevelsarehighlycorrelated.T2mapping
DifferentialquantitativeT2maps.MoreapparentchangesonthedifferentialT2map(bottomrow)intheleftfrontallobe(arrows)comparedtoT2-weightedimages(toprow).ThesechangesarehardlyvisibleonconventionalT2-weightedimages(arrows).QuantificationofedemareductionusingdifferentialquantitativeT2(DQT2)relaxometrymappinginrecurrentglioblastomatreatedwithbevacizumab.EllingsonBM,CloughesyTF,LaiA,NghiemphuPL,LalezariS,ZawT,MotevalibashinaeiniK,MischelPS,PopeWBJNeurooncol.2012Jan;106(1):111-9.Predictinggliomarecurrence
-DTIpatterns(a)adiffusepatternofabnormalitywherepexceededqinalldirectionsandwasassociatedwithdiffuseincreaseintumoursize;(b)alocalisedpatternofabnormalitywherethetumourrecurredinoneparticulardirection;(c)apatternofminimalabnormalityseeninsomepatientswithorwithoutevidenceofrecurrence.Predictingpatternsofgliomarecurrenceusingdiffusiontensorimaging.EurRadiol(2007)17:1675–168420
溫馨提示
- 1. 本站所有資源如無(wú)特殊說(shuō)明,都需要本地電腦安裝OFFICE2007和PDF閱讀器。圖紙軟件為CAD,CAXA,PROE,UG,SolidWorks等.壓縮文件請(qǐng)下載最新的WinRAR軟件解壓。
- 2. 本站的文檔不包含任何第三方提供的附件圖紙等,如果需要附件,請(qǐng)聯(lián)系上傳者。文件的所有權(quán)益歸上傳用戶(hù)所有。
- 3. 本站RAR壓縮包中若帶圖紙,網(wǎng)頁(yè)內(nèi)容里面會(huì)有圖紙預(yù)覽,若沒(méi)有圖紙預(yù)覽就沒(méi)有圖紙。
- 4. 未經(jīng)權(quán)益所有人同意不得將文件中的內(nèi)容挪作商業(yè)或盈利用途。
- 5. 人人文庫(kù)網(wǎng)僅提供信息存儲(chǔ)空間,僅對(duì)用戶(hù)上傳內(nèi)容的表現(xiàn)方式做保護(hù)處理,對(duì)用戶(hù)上傳分享的文檔內(nèi)容本身不做任何修改或編輯,并不能對(duì)任何下載內(nèi)容負(fù)責(zé)。
- 6. 下載文件中如有侵權(quán)或不適當(dāng)內(nèi)容,請(qǐng)與我們聯(lián)系,我們立即糾正。
- 7. 本站不保證下載資源的準(zhǔn)確性、安全性和完整性, 同時(shí)也不承擔(dān)用戶(hù)因使用這些下載資源對(duì)自己和他人造成任何形式的傷害或損失。
最新文檔
- 2025年度智能城市建設(shè)項(xiàng)目承包合同4篇
- 2025年度智能水電安裝與維護(hù)一體化承包合同范文4篇
- 2024版廣告合同購(gòu)銷(xiāo)
- 2025年度建筑節(jié)能環(huán)保材料研發(fā)與應(yīng)用合同2篇
- 2025年度企業(yè)內(nèi)部采購(gòu)人員廉潔自律合作協(xié)議3篇
- 2025年度特種車(chē)輛充電樁定制與安裝合同4篇
- 2024鐵路客運(yùn)服務(wù)合同范本3篇
- 2025年度智慧城市建設(shè)項(xiàng)目承包合同規(guī)范3篇
- 2025年度智能農(nóng)業(yè)化肥代銷(xiāo)合作協(xié)議范本4篇
- 中國(guó)藍(lán)寶石襯底材料行業(yè)市場(chǎng)調(diào)查研究及發(fā)展戰(zhàn)略規(guī)劃報(bào)告
- 2023年上海英語(yǔ)高考卷及答案完整版
- 西北農(nóng)林科技大學(xué)高等數(shù)學(xué)期末考試試卷(含答案)
- 金紅葉紙業(yè)簡(jiǎn)介-2 -紙品及產(chǎn)品知識(shí)
- 《連鎖經(jīng)營(yíng)管理》課程教學(xué)大綱
- 《畢淑敏文集》電子書(shū)
- 頸椎JOA評(píng)分 表格
- 員工崗位能力評(píng)價(jià)標(biāo)準(zhǔn)
- 定量分析方法-課件
- 朱曦編著設(shè)計(jì)形態(tài)知識(shí)點(diǎn)
- 110kV變電站工程預(yù)算1
- 某系統(tǒng)安全安全保護(hù)設(shè)施設(shè)計(jì)實(shí)施方案
評(píng)論
0/150
提交評(píng)論