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Original
research
article
Measurement
of
primary
tumor
volume
by
PET–CT
to
evaluate
risk
of
mediastinal
nodal
involvement
in
NSCLC
patients
with
clinically
negative
N2
lymph
nodes
Andrzej
Lebioda
a,∗, Roman
Makarewicz
a,
Bogdan
Małkowski
b,c,
Maciej
Dancewicz
d,e,
Janusz
Kowalewski
d,e,
Wieslawa
Windorbska
faClinicofOncologyandBrachytherapy,CollegiumMedicumofBydgoszcz,NicolausCopernicusUniversityinTorun,Poland bDepartmentofNuclearMedicine,CenterofOncologyinBydgoszcz,Poland
cDepartmentofPositronEmissionTomographyandMolecularImagining,CollegiumMedicumofBydgoszcz,NicolausCopernicus
UniversityinTorun,Poland
dDepartmentofThoracicSurgeryandTumors,CollegiumMedicumofBydgoszcz,NicolausCopernicusUniversityinTorun,Poland eDepartmentofThoracicSurgeryandTumors,CenterofOncologyinBydgoszcz,Poland
fDepartmentofRadiotherapy,CenterofOncologyinBydgoszcz,Poland
a
r
t
i
c
l
e
i
n
f
o
Articlehistory:
Received8September2011 Receivedinrevisedform 31July2012
Accepted27November2012
Keywords: Tumorvolume Nodalmetastases
Mediastinallymphnodestatus PET–CT
Non-smallcelllungcancer
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c
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Aim:Thestudy aimedtodetermine aprognosticvalueofprimarytumorvolume mea-suredonthebasisofintegratedpositronemissiontomography–computerizedtomography (PET–CT)intermsofmediastinalnodalmetastases(N2)predictioninnon-small-celllung cancer(NSCLC)patientswithPET–CTN2negativelymphnodes.
Methods:Therecordsof70potentiallyoperableNSCLCpatientstreatedwithsurgical resec-tionwereanalyzed.Allpatientsunderwentdiagnostic,preoperativePET–CT,whichwasthe basisfortumorvolumecalculationsaswellastheevaluationofN2nodesstatus.The logis-ticregressionanalysiswasemployedtodeterminecorrelationbetweenmediastinalnodal involvementandvolumeofprimarytumor(izoSUV2.5volume),thatisthevolumeof pri-marytumorinsideSUV2.5line,tumorhistology,location(peripheralvs.central),hilarnode status.
Results:Astatisticallysignificantcorrelationbetweenmediastinalnodeinvolvementand izoSUV2.5volume,tumorhistology,locationsperipheralvs.centralandhilarnodestatus wasfound.Theriskofmediastinal lymphnodemetastasisis24%fortumorvolumeof 100cm3andincreasesupto40%fortumorvolumeof360cm3.Anincreaseoftumorvolume
by1cm3increasestheriskoflymphnodediseaseby0.3%.Tumorhistologyadenocarcinoma
vs.squamouscellcarcinomaincreasestheriskofmediastinallymphnodeinvolvementby 195%,locationcentralvs.peripheralby68%andhilarnodeinvolvementby166%.
∗ Correspondingauthorat:ClinicofOncologyandBrachytherapy,CollegiumMedicumofBydgoszcz,NicolausCopernicusUniversityin
Torun,Romanowskiej2St.,85-796Bydgoszcz,Poland.Tel.:+48523743320;fax:+48523743432. E-mailaddress:lebiodaa@co.bydgoszcz.pl(A.Lebioda).
1507-1367/$–seefrontmatter©2012GreaterPolandCancerCentre.PublishedbyElsevierUrban&PartnerSp.zo.o.Allrightsreserved.
Conclusions:ThestudydemonstratesthatizoSUV2.5volumeofprimarytumormaybe con-sideredasaprognosticfactorinNSCLCpatients,sinceitstronglycorrelateswithmediastinal lymphnodepathologicalstatus.Thiscorrelationismodifiedbyprimarytumorlocation, histologyandhilarnodeinvolvement.
©2012GreaterPolandCancerCentre.PublishedbyElsevierUrban&PartnerSp.zo.o.All rightsreserved.
1.
Background
Themostabsorbingissueinmodernoncologyof non-small-celllungcancer(NSCLC)istheimplementationofintegrated positron emission tomography–computerized tomography (PET–CT) to the diagnostic process. PET–CT offerssuperior sensitivityandspecificitycomparedtoCTorPETaloneand may improve staging accuracy. Mediastinal lymph nodes status in NSCLC patients has important therapeutic and prognosticimplications.Thecurrentconsensusisthata posi-tivemediastinalnodaluptakeonPET–CTshouldbeverified histologically by mediastinoscopyor transbronchial needle aspirationwhilenegativeuptakeinthemediastinumshould proceedtoresection.AsignificantproportionofPET–CT medi-astinumnegativecaseswillturnouttobepositivefollowing resection.Thereisahighprobabilitythattumorvolumehas greatvalueinpredictinglymphnodeinvolvement,afeature, whichdecreases5-yearsurvivalby30–40%.
1.1. Aim
Thestudyaimedtodetermineaprognosticvalueofprimary tumorvolumemeasuredonthebasisofPET–CT(izoSUV2.5 volume)intermsofmediastinalnodalmetastasesprediction inNSCLCpatients.
2.
Material
and
methods
2.1. Selectionofpatients
BetweenSeptember2008andDecember 2009,atotal num-ber of 70 consecutive potentially operable NSCLC patients weretreatedwithacurativeintent.From thetotalnumber of425evaluatedbyPET–CTnewlydiagnosedNSCLCpatients, 355 (83%) presented a more advanced disease. Diagnostic PET–CTperformedinall70didnotdepictmediastinallymph node involvement(PET–CTN2 negativepatients). Allthese patientsweretreatedradically,62ofthemunderwent anatom-icalresectionsand8ofthemwedge resections.Asregards anatomicalresections, 8pneumonectomies – allleft-sided, 6inferiorbilobectomiesand 48 lobectomies(22 right-sided and26left-sided)wereperformed.Allpatientsunderwenta systematiclymphnodedissectionandwerethenexamined pathologically.Thepatientsweregivenantibioticsand anti-thromboticprophylaxisperioperatively.
Themeanageofpatientswas63years,rangingfrom22 to78;44 ofthem weremale(62.9%)and 26female(37.1%). Theclinicalstagingwasbasedonthefollowingcriteria: gen-eralclinical examination,biopsy,routineblood cellcounts, bloodchemistryprofile,chestX-rayandchestCT,abdominal
ultrasonography,bronchoscopyandpulmonaryfunctiontest. Thepathologicaldiagnosis ofmostpatientswassquamous cell carcinoma in 35 patients (50%),adenocarcinoma in 26 (37%), largecellcarcinomain8(12%)and mucoepidermoid carcinomain1(2%)case.Thegradingwas:G1in1,G2in28, G3in17andunknownin24cases.Primarytumorstagewas T1in23,T2in35,T3in12 patients.Therewere33PETN1 positivecasesand37negativeones.Peripherallocationwas determinedin55patientswhilecentralin15.
2.2. Imageanalysis
AllpatientsunderwentPET–CTexaminationasaroutine pro-cedurebeforethedecisionofsurgery.Thewholebodyscan (Biograph 6and Biograph 16,Siemens, Erlangen, Germany) wasperformedfortheevaluationofprimarytumor,lymph node involvement, distant metastases and tumor volume computations.Allpatientswerefastedforatleast6hbefore theexamination.Bloodglucoselevelsweredeterminedbefore injection of 5–7MBq/kg [18F]fluorodeoxyglucose (FDG). FDG was produced in our own laboratory. Sixty minutes after administrationofFDG,PET–CTscanswereobtainedfromthe skullbasetothe¼upperlevelofthehips.DiagnosticCTwas done in6–7 beds,2mineach, ofPETimagining performed according tothe heightofthe patient. Imageswere recon-structedusing3Diterativereconstruction.1,2
WholebodyimagesinDICOMformatsweresentonlinevia PACSsystem (Siemens,Erlangen, Germany) totheexternal beamradiotherapytreatmentplanning system.Tumor area was identifiedand delineatedon each PET–CTscan bythe oncologistwiththeassistanceofanuclearmedicine special-ist,who wasunaware ofclinical and pathologicalfindings. IzoSUV2.5volumes,thatisthevolumeofprimarytumorinside SUV2.5line,werecalculatedautomaticallyusingtheTrueD radiotherapytreatmentplanningsystem(Siemens,Erlangen, Germany;Fig.1).
Lymph nodes greaterthan 10mminthe shortaxis and SUV>2.5wereinterpretedasmetastatic.
2.3. Statisticalanalysis
Pathologically confirmed mediastinal lymph node involve-mentwastheendpointofthestudy.Thecorrelationbetween mediastinal nodal metastasis occurrence (pathologically confirmed)andsuchparametersas:izoSUV2.5volume,SUV max,tumorpathologicaltypeandgrade,primarytumorstage, diameterandlocation(peripheralvs.central),hilarnode sta-tus(PETN1)aswellaspatient’sageandsexweredetermined usingtheunivariatelogisticregression.Correlationbetween statistically significant variables and lymph node involve-mentwereassessedusingthemultivariatelogisticregression
Fig.1–PET–CTscan–delineatedtumor(whiteline)is
visibleasahigh-signalmasscomprisingtheperipheral
partofthelung.ThecalculatedizoSUV2.5volumeof
primarytumor,withoutN1mass,isshown.
analysis.Oddsratio(OR)andits95%confidentialinterval(CI) wereestimated.Additionally,asigmoidriskcurvewasdrawn and its coefficient was obtained. Themaximum likelihood method enabled drawing the best adjusted risk curve and assessingastatisticalsignificanceoftheadjustment.Avalue of p=0.05 was accepted as statistically significant. Tumor volumes were computed for both distinguished patient groups,withand withoutmediastinallymphnode disease, and compared with the t-Student test. All the calculations weremadeusingtheStatistica’99software.3
3.
Results
Mediastinalnodalmetastases(pN2+)werefoundin16(23%) outof70operatedpatients.Thus,54(77%)outof70patients representedanegativemediastinallymphnodestatus(pN2−). Inthewholegroupofpatients,approximately9.1lymphnodes (standard deviation(SD) 5.3;range 1–27) were removed.In groups(pN2+) and(pN2−), approximately10 (SD5.8;range 1–23)and8.8(SD5.1;range1–27)lymphnodeswereremoved, respectively. In the mediastinal lymph node involvement groupavesselembolismofneoplasmcellsin5patientsand anextracapsularinfiltrationin4otherswereobserved.
Themean izoSUV2.5 volumewas 45cm3, SD 99cm3. In patientswithnodalmetastasesizoSUV2.5volumeswere sig-nificantlyhighercomparedtothoseinpatientswithnonodal involvement:65.9cm3,SD113.5cm3vs.40.9cm3,SD91.3cm3;
ttestp=0.003(Fig.2).
In the univariate logistic regression analysis the statis-tical significance was found forsix parameters: SUV max, izoSUV2.5volume,tumorhistologytype,stageandlocation peripheralvs.centralandhilarnodestatus(Table1).
Fig.2–Tumorvolumeparameterscategorizedintotwo
groupsaccordingtothestatusofmediastinallymphnodes,
pN2positive(metastatic)lymphnodes,pN2negative(free)
lymphnodes.
Inthemultivariatelogisticregressionanalysisthe statisti-calsignificancewasfoundforfourparametersonly,including izoSUV2.5volume,tumorhistologytype,locationperipheral vs.central,hilarnodestatus(Table2).
Fig. 3 represents the risk of mediastinal lymph node involvementasa functionofizoSUV2.5volumedefinedon the basisofPET–CTimages.Theprobability ofmediastinal lymphnodemetastasisis24%fortumorvolumeof100cm3 and increasesupto40%fortumorvolumeof360cm3.The logisticregressionanalysisshowedthateach1cm3oftumor volumeincreasestheriskofmediastinallymphnode involve-mentby0.3%,withoddsratioof1.0034.Themodelpredictsa 23%riskforthe“0”cm3izoSUV2.5volume(invisibletumor). Tumor histology adenocarcinoma vs. squamous cell carci-nomaincreasedtheriskofmediastinallymphinvolvement by195%.Tumorlocationcentralvs.peripheralincreasedthe risk ofmediastinallymphinvolvementby68%. PET–CTN1 metastatic featureincreasedthe riskofmediastinallymph involvementby166%.
Fig.3–Relationshipbetweentheriskofmediastinalnodal
Table1–Theriskofmediastinallymphnodeinvolvement,theunivariatelogisticregressionanalysis.
Oddsratio Confidenceinterval p-Value
−95% +95%
izoSUV2.5volume 1.0022 1.0006 1004 <0.001
Locationperipheralvs.central 1.45 1.02 2.22 0.04
HPadenovs.squamous 2.1 1.6 2.9 <0.001
N1PETvs.N0PET 2.38 1.6 3.4 <0.001
Tstage 1.31 1.00 1.73 0.04
SUVmax 1.05 1.00 1.12 0.02
Table2–Themultivariatelogisticregressionanalysis,theriskofmediastinallymphnodeinvolvementasafunctionof independentvariable.
Oddsratio Confidenceinterval p-Value
−95% +95%
izoSUV2.5volume 1.0034 1.0015 1.0053 0.0004
Locationperipheralvs.central 1.68 1.02 2.77 0.04
HPadenovs.squamous 2.95 2.02 4.30 <0.001
N1PETvs.N0PET 2.66 1.76 4.02 <0.001
Tstage 0.5
SUVmax 0.2
Fig.4presentstheriskofmediastinallymphnode involve-mentasafunctionofizoSUV2.5volumeandtumorhistology.
4.
Discussion
According to expectations, a statistical significance was demonstratedbetweentheizoSUV2.5volumeandmediastinal lymphnodeinvolvementrisks,assessedpathologically.
Asamura4foundthatamongpatientswithresected
periph-eral NSCLC, the prevalence of lymph node metastases increasedfrom19.5%intumors2.0cmorsmallerto32.5%in tumors2to3.0cmindiameter.LikeStiles,5hehighlightsthat
inthegroupofprimarytumors0–2cmvs.>2cmtheriskrises 2.4times.
Lee6discoveredagrowingriskofmicrometastasis:4.8%,
6.5%,6.3%,57%forprimarytumors0–2,2.1–4,4.1–6and>6cm indiameter,respectively.
Fig.4–Relationshipbetweentheriskofmediastinalnodal
involvementandtumorvolumeaccordingtopathological
type,adenocarcinoma–dashed,squamous–dottedline.
In ourresult, the23% incidenceofoccultpN2 metasta-sisapproachedthatgivenbyMelek20.3%,7Periguad819.6%,
Al-Sarraf9 16%, Tournoy10 16%, Gomez-Caro11 14.4%, who
recruitedfromasimilargroupofpatients.Atthesametime, however, there is much concern about our cutting point (SUV2.5and1cminshortaxis)whichcouldbesuggestedas beingtooliberal.
Current evidence confirms that there is a connection between adenocarcinoma and an increased risk of under-staging:our resultssupportthisthesis. Suchoutcomesare alsopresentedbyGomez-Caro,11Melek,7Lee,6Carnochan,12
Bille,13Stiles.5
WeagreewithGomez-Caro11andCardia14thatsuch
vari-ablesassideandagearenotinfluential.Butincontrasttous, theydonotindicatethesignificanceoftumorsize,butgender role.
Thefeatureofprimarytumor,whichisconverselyassessed astheriskfactorofincidenceofoccultN2disease,isSUVmax. Lee6concludedthattumorswithoccultN2metastaseshada
significantlyhighermedianSUVmaxcomparedwiththose withoutN2disease:6.0g/mLvs.3.6g/mL.Andtheprevalence ofoccultN2diseaseincreasedsignificantlyfrom1.9%to10.5% whenSUVmaxoftheprimarytumorexceeded4.0g/mL.
Downey15alsonotedthatuptakeinpatientswith
patho-logicalnodalinvolvementwashigherthaninthosewhowere N0too.ThemeanSUVinN0patientswas8.9±6.3andthe mean SUVinN1–2patientswas 13.6±6.9. Inthis observa-tion,tumorvolumecompoundisneededtoassessthemean SUVofprimarytumor.Inourgroupofpatientswedidnot found statistically significant differences between the SUV maxofprimarytumorinbothsubgroups,pN2negativevs. pN2positive,inthemultivariatelogisticregressionanalysis. ThestatisticalsignificanceoftheSUVmaxisdisappearingfor thebenefitofizoSUV2.5volume,whichbetterexplainstherisk ofmediastinalnodalmetastases.
Thecoexistenceoftwoindependentvariables,i.e.thesize ofprimarytumorandhistology,issuggestedbyCasali16 in
and,asaresult,prognosis.Thesetwofactorsarerelevantin ourmaterialaswell.
Kanzaki17 demonstrated that adenocarcinoma, tumors
locatedinthe upperormiddle lobe,tumorsize>3cm,and SUVmaxofprimarytumor>4.0g/mLareriskfactorsforoccult MLNmetastasis.
ThelimitofresolutionforthePET–CTsystemcanexplain themajorityoffalsenegativecases.8Theothercausecouldbe acentraltumorlocation,whichobscuresadjacentlymphnode invasion.9Ontheotherhand,thepresenceofairin
surround-ingstructures(lungs)makesultrasoundvisualizationofthe lymphnodesimpossibleinoppositiontoe.g.headandneck cancerpatients.18,19
Ourprincipalfindingisthecorrelationbetweentumor vol-umeandlymphnodestatus.Thefrequencyoflymphnode metastases wassignificantly higherin patientswithlarger tumorvolumescomparedwith thosewith smallerones. A changeoftumorvolumeby1cm3highlyaltertheriskof medi-astinalnodalinvolvementby0.3%.Thisrelationismodified aswellbyhistology,tumorlocationsandhilarnodes involve-ment.
It is a well known fact, however, that, apart from dis-tantmetastases,positive mediastinallymph nodesare the mostsignificantprognosticfactorsforrecurrenceanddeath inNSCLCpatients.
Werealizethata relativelysmall groupofpatientsthat mighthaveinfluencedthestatisticalpoweroftheanalysisis ameaningfullimitationofourresults.However,the impor-tantfactisthatourmodelallowedustodistinguishagroupof patientswhoseriskoflymphnodediseaseislow,forexample lessthan25%or33%(predictedforthevolumeof48cm3and 210cm3,respectively).Amorepronouncedrisk,forexample greaterthan50%(predictedinourmodelfor540cm3)could suggestanalterationintreatmentstrategy,forexample an exclusionofsurgery.Unquestionably,furtherstudies,witha highernumberofpatients,arerequiredtoconfirmthe pre-sentedpreliminaryresults.Sofar,ourretrospectiveresearch, restrictedtoonehospital,doesnotallowustosuggestany strongrecommendationsonchangingthetreatmentprotocol, dependingontumorvolumeandthustheriskof mediasti-nalnodemetastasis.Thisisonlyamonographtodiscussthat topicaswellasthecost-effectivenessaspect.20
Conflict
of
interest
Theauthorsdeclarethattheyhavenoconflictofinterest.
Financial
disclosure
Nonedeclared.
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1. NordinAJ,SecondinoS,RahimNA,etal.Imagingin nasopharyngealcarcinoma:thevalueof18-Florine FluorodeoxyglucosePET/CTincomparisontoconventional imagingmodalitiesCTandMRI.RadiolOncol
2009;43(4):247–57.
2. MarcosS,MonteroA,CapuzB,etal.HDR-plesiotherapyfor thetreatmentofanogenitalextramammaryPaget’sdisease. RepPractOncolRadiother2012;17(3):163–7.
3. Statistica’99forWindowsNT.LicenseNo.SN AxxP908A287604A55.
4. AsamuraH,NakayamaH,KondoH,TsuchiyaR,ShimosatoY, NarukeT.Lymphnodeinvolvement,recurrence,and prognosisinresectedsmall,peripheral,non-smallcelllung carcinomas;arethesecarcinomascandidatesfor
video-assistedlobectomy?JThoracCardiovascSurg 1996;111:1125–34.
5. StilesBM,ServaisEL,LeePC,PortJL,PaulS,AltorkiNK. POINT:clinicalstageIAnon-smallcelllungcancer
determinedbycomputedtomographyandpositronemission tomographyisfrequentlynotpathologicIAnon-smallcell lungcancer:theproblemofunderstaging.JThoracCardiovasc Surg2009;137:13–9.
6. LeePC,PortJL,KorstRJ,LissY,MeherallyDN,AltorkiNK.Risk factorsforoccultmediastinalmetastasesinclinicalstageI non-smallcelllungcancer.AnnThoracSurg2007;84:177–81. 7. MelekH,GunluogluMZ,DemirA,AkinH,OlcmenA,Dincer
SI.Roleofpositronemissiontomographyinmediastinal lymphaticstagingofnon-smallcelllungcancer.EurJ CardiothoracSurg2008;33:294–9.
8. PerigaudC,BridjiB,RousselJCh,etal.Prospective
preoperativemediastinallymphnodestagingbyintegrated positronemissiontomography–computerisedtomographyin patientswithnon-small-celllungcancer.EurJCardiothorac Surg2009;36:731–6.
9. Al-SarrafN,AzizR,GatelyK,etal.Patternandpredictorsof occultmediastinallymphnodeinvolvementinnon-small celllungcancerpatientswithnegativemediastinaluptake onpositronemissiontomography.EurJCardiothoracSurg 2008;33:104–9.
10. TournoyKG,MaddensS,GosselinR,vanMaeleG,van MeebeeckJP,KellesA.IntegratedFDG-PET/CTdoesnotmake invasivestagingoftheintrathoraciclymphnodesin non-smallcelllungcancerredundant:aprospectivestudy. Thorax2007;62:696–701.
11. Gomez-CaroA,GarciaS,ReguartN,etal.Incidenceofoccult mediastinalnodeinvolvementincN0non-small-celllung cancerpatientsafternegativeuptakeofpositronemission tomography/computertomographyscan.EurJCardiothorac Surg2010;37:1168–74.
12. CarnochanFM,WalkerWS.Positronemissiontomography mayunderestimatetheextentofthoracicdiseaseinlung cancerpatients.EurJCardiothoracSurg2009;35:781–4. 13. BilleA,PelosiE,SkanjetiA,etal.Preoperativeintrathoracic
lymphnodestaginginpatientswithnon-small-celllung cancer:accuracyofintegratedpositronemissiontomography andcomputedtomography.EurJCardiothoracSurg
2009;36:440–5.
14. CardiaJ,Calc¸adaC,PereiraH.Treatmentoflungcancerinthe elderly:influenceofcomorbidityontoxicityandsurvival.Rep PractOncolRadiother2011;16:45–8.
15. DowneyRJ,AkhurstT,GonenM,etal.PreoperativeF-18 fluorodeoxyglucose-positronemissiontomographymaximal standardizeduptakevaluepredictssurvivalafterlungcancer resection.JClinOncol2004;16:3255–60.
16. CasaliC,CuccaM,RossiG,etal.Thevariationofprognostic significanceofMaximumStandardizedUptakeValueof [18F]-fluoro-2-deoxy-glucosepositronemissiontomography indifferenthistologicalsubtypesandpathologicalstagesof surgicallyresectedNon-SmallCellLungCarcinoma.Lung Cancer2010;69:187–93.
17. KanzakiR,HigashiyamaM,FujiwaraA,etal.Occult mediastinallymphnodemetastasisinNSCLCpatients diagnosedasclinicalN0-1bypreoperativeintegrated
FDG-PET/CTandCT:riskfactors,pattern,and histopathologicalstudy.LungCancer2011;71:333–7. 18. WierzbickaM,PopkoM,PiskadloK,etal.Comparisonof
positronemissiontomography/computedtomography imagingandultrasoundinsurveillanceofheadandneck cancer—the3-yearexperienceoftheENTDepartmentin Poznan.RepPractOncolRadiother2011;16:184–8.
19. MansouriS,GlariaLA,NaimA,FloresLF.Caseoflung carcinomareaveldbyvulvarmetastasisassociatedwith systemicsclerodermaandliteraturereview.RepPractOncol Radiother2012,http://dx.doi.org/10.1016/j.rpor.2012.12.008. 20. BuckAK,HerrmannK,SchreyöggJ.PET/CTforstaginglung
cancer:costlyorcost-saving?EurJNuclMedMolImaging 2011;38:799–801.