Cost-effectiveness
of
Pembrolizumab
as
Second-line
Therapy
for
the
Treatment
of
Locally
Advanced
or
Metastatic
Urothelial
Carcinoma
in
Sweden
Tushar
Srivastava
a,
Vimalanand
S.
Prabhu
b,
Haojie
Li
b,
Ruifeng
Xu
b,
Natalie
Zarabi
c,
Yichen
Zhong
b,*
,
James
M.
Pellissier
b,
Rodolfo
F.
Perini
b,
Ronald
de
Wit
d,
Ronac
Mamtani
eaCompleteHEORSolutions,NorthWales,PA,USA;bMerck&Co,Inc.,Kenilworth,NJ,USA;cMerckSharp&Dohme,Stockholm,Sweden;dErasmusMCCancer Institute,Rotterdam,TheNetherlands;eAbramsonCancerCenter,UniversityofPennsylvania,Philadelphia,PA,USA
a v ai l a b l e a t w w w . s c i e n c e d i r e c t . c o m j o u r n al h o m e p a g e : e u o n c o l o g y . e u r o p e a n u r o l o g y. c o m Articleinfo Articlehistory: AcceptedSeptember25,2018 AssociateEditor: AshishKamat Keywords: Bladdercancer Cost-effectiveness Immunotherapy Pembrolizumab Urothelialcarcinoma Abstract
Background: Urothelialcarcinoma(UC)isthemostcommonsubtypeofbladder cancer.Therandomizedphase3KEYNOTE-045trialshowedthatpembrolizumab, usedassecond-line therapysignificantlyprolongedoverall survival withfewer treatment-relatedadverseeventsthanchemotherapyforadvancedUC. Pembro-lizumabhasbeenapprovedbytheEuropeanMedicinesAgencyforthetreatmentof locallyadvancedormetastaticUCinadultswhohavereceived platinum-contain-ing chemotherapy. Many European countries use cost-effectivenessanalysis to informreimbursementdecisions.
Objective: Toassessthecost-effectivenessofpembrolizumabassecond-line ther-apyforthetreatmentofadvancedUCfromaSwedishhealthcareperspective.
Design,setting, andparticipants: Wedevelopedapartitioned-survivalmodel to assess thecostsandeffectivenessofpembrolizumabcomparedwith vinflunine (basecase), paclitaxel,ordocetaxel monotherapyinpatientswith advancedUC overa15-yrtimehorizon.WeobtainedKaplan-Meierestimatesforsurvival end-points,adverseevents,andutilitydatafromKEYNOTE-045.
Outcomemeasurementsandstatisticalanalysis: Weperformedparametric extra-polationstoestimateoverallandprogression-freesurvivalbeyondtheclinicaltrial period.Swedishcostsandutilityweightswereusedtoestimatetotalcosts, quality-adjustedlifeyears(QALYs),andincrementalcost-effectivenessratios(ICERs).We performeddeterministic and probabilisticsensitivityanalyses to assess the ro-bustnessofthemodelresults.
Resultsand limitations: In thebase-caseanalysis,pembrolizumabresultedina meansurvivalgainof1.66years(1.38QALYs)atanincrementalcostofs69852and anICERofs50529/QALYgainedversusvinfluninemonotherapy.ICERsforother chemotherapiesweres81356/QALYforpembrolizumabversuspaclitaxelor doc-etaxel monotherapy, and s71924/QALY for pembrolizumab versus paclitaxel, docetaxel, orvinfluninemonotherapy. Long-termfollow-upfromKEYNOTE-045 andreal-worlddataareneededtovalidatetheextrapolations.
*Correspondingauthor.EconomicandDataSciences,CenterforReal WorldandObservational Studies,Merck&Co.Inc.,351N.SummneytownPike,NorthWales,PA19454,USA.
Tel.:+12673051282.
E-mailaddress:yichen.zhong@merck.com (Y.Zhong).
https://doi.org/10.1016/j.euo.2018.09.012
2588-9311/©2018MerckSharp&DohmeCorpandTheAuthors.PublishedElsevierB.V.onbehalfofEuropeanAssociationofUrology. ThisisanopenaccessarticleundertheCCBY-NC-NDlicense(http://creativecommons.org/licenses/by-nc-nd/4.0/).
1. Introduction
Bladder cancer (BC) is the ninth most common cancer worldwide[1]andresultsinsignificantmortality, morbidi-ty,andcosts[2,3].ThevastmajorityofBCcases(90%)are urothelial carcinoma and occur in developed countries, with thehighestincidence in NorthAmerica and Europe
[1,4].In2015,theincidenceinSwedenwasapproximately 2700patientswithamedianageof73yr[5,6].In2012,the totalestimatedcostofBCwass4.9billioninEurope,with s2.9billionindirectcostsands2.0billioninindirectcosts associated with productivity losses due to mortality and morbidity [7,8]. In Sweden, BC accounted for s136.61 millionintotalcostsin 2012[7].Intensefollow-up,high recurrence rates, and preoperative and postoperative complicationswerethekeycontributorstothiseconomic burden[7].
Inpatientswithlocallyadvancedormetastaticurothelial carcinoma,platinum-basedcombinationtherapiesare recom-mended as the first-line standard of care (SoC) [9]. Most patientsexperiencerelapsefollowingfirst-linetherapy(40– 70%) and historically were faced with a choice between receiving second-line toxic chemotherapies with limited efficacy(vinflunineorataxane)orpalliativesymptomrelief withnoncurativeintent[10].Pembrolizumab,amonoclonal antibodyagainstPD-1,isthefirstimmunotherapyto demon-stratesuperioroverallsurvival(OS)comparedwith chemo-therapyinpatientswithadvancedurothelialcarcinomaafter failureofplatinum-basedtherapy[11].Theclinicalefficacyof pembrolizumabinadvancedurothelialcarcinomaafterfailure ofplatinum-basedtherapywasestablishedinKEYNOTE-045 (NCT02256436), a phase 3 multicenter global randomized clinicaltrialwith chemotherapycomparatorsthatincluded paclitaxel,docetaxel, andvinfluninemonotherapy.Thetrial demonstratedimprovementsinmedianOSwhencomparedto chemotherapy(10.3mointhepembrolizumabarmcompared with7.4mointhechemotherapyarm)[11].Onthebasisof KEYNOTE-045data,pembrolizumabwasapprovedinEurope forthetreatmentoflocallyadvancedormetastaticurothelial carcinomainadultswhohavepreviouslyreceived platinum-containingchemotherapy[12].
InmanyEuropeancountries,cost-effectiveness evalua-tionsplayacriticalroleinthedecisiontoreimbursehealth careprovidersforpharmaceuticals.IntheSwedishhealth caresystem,theDentalandPharmaceuticalBenefitsAgency
and the New Therapies Council recently recommended pembrolizumab for patients with advanced urothelial carcinomawhohavepreviouslyreceived platinum-contain-ingchemotherapyonthebasisofethicalconsiderationsand healtheconomicsevaluationofthistreatment[13].
Theobjectiveofthecurrentanalysiswastoevaluatethe cost-effectivenessofpembrolizumabcomparedwith che-motherapy as second-line therapy for the treatment of locally-advanced or metastatic urothelial carcinoma at a willingness-to-pay threshold of s100000 per quality-adjusted life year (QALY) from a Swedish health care perspective[14].
2. Patientsandmethods
2.1. Patientpopulation
Thetargetpopulationwaspatientswithadvancedurothelialcarcinoma who had received platinum-based chemotherapy and experienced diseaseprogressionduringorfollowingthatchemotherapy[11].
2.2. Comparators
Forthebase-caseanalysis,costsandeffectsforpembrolizumabwere comparedwiththoseforvinflunine,theonlytherapyrecommendedas second-linetreatmentforadvancedurothelialcarcinomaaccordingto Swedish guidelines.Twoadditionalanalyses wereconsidered: pem-brolizumab compared with taxanes (paclitaxel or docetaxel mono-therapy),andpembrolizumabcomparedwithpaclitaxel,docetaxel,or vinfluninemonotherapy(thecontrolarminKEYNOTE-045).Thedose andfrequencyconsideredwereasforKEYNOTE-045:pembrolizumab, 200mg;vinflunine,320mg/m2;paclitaxel,175mg/m2;anddocetaxel, 75mg/m2;eachtreatmentwasadministeredintravenouslyonceevery 3week.
Costs and effectiveness were evaluated for pembrolizumab and comparatorsinthetargetpatientpopulationusingdatafrom KEYNOTE-045.Patientcharacteristicsinthepembrolizumabandcomparatorarms werecomparable.
2.3. Modelstructure
A partitioned-survival modelwas developed inExcel 2010 (Microsoft, Redmond,WA,USA)toprojectthecostsandeffectsforeachregimeninthe targetpopulation[15].Themodelincludesthreehealthstates(Fig.1): progression-free, progressive disease, and death. The progression-free healthstateincludespatientswhohaveprogressedonfirst-linetreatment withplatinum-basedchemotherapyandhavebegunsecond-linetreatment.
Conclusions: Theresultsindicatethatpembrolizumabimprovessurvival,increases QALYs,andiscost-effectiveassecond-linetherapyatawillingness-to-pay thresh-oldofs100000/QALYforthetreatmentofadvancedUC.
Patientsummary: Todate,pembrolizumabistheonlytreatmentassociatedwitha significantoverallsurvivalbenefitcomparedwithchemotherapyinarandomized controlledtrialassecond-linetherapyforadvancedurothelialcarcinoma.Our trial-basedcost-effectivenessanalysissuggeststhatpembrolizumabisacost-effective optionoverchemotherapyinpatientswithadvanced urothelialcarcinoma after platinum-basedtherapyinSweden.
©2018MerckSharp&DohmeCorpandTheAuthors.PublishedElsevierB.V.onbehalfof EuropeanAssociationofUrology.ThisisanopenaccessarticleundertheCCBY-NC-ND license(http://creativecommons.org/licenses/by-nc-nd/4.0/).
Transition to the progressive disease health state occurs once they experience disease progression. Progression is defined in line with KEYNOTE-045and assessed byblinded independentcentral review in accordancewithResponseEvaluationCriteriainSolidTumorsv1.1.Patients may alsodieineithertheprogression-freeorprogressivediseasehealthstate (transitiontothedeathstate).
Themodelestimatestheprobabilityofbeingineachofthethree healthstates atthe endof each week. Survival estimatesfrom the progression-freesurvival(PFS)curveprovidetheprobabilityapatientis intheprogression-freehealthstate.ThesurvivalestimatesfromtheOS distributionrepresentthepatient’slikelihoodofbeingdeadoraliveat eachparticulartimepoint.Finally,thedifferencebetweentheOSandPFS curvesyieldstheprobabilitythatthepatientisintheprogressivedisease health state. Kaplan-Meier survival curves based on clinical trial endpointsinKEYNOTE-045wereusedfortimepointsduringthetrial
period,whileparametricsurvivalfunctionsweredevelopedtoproject PFSandOSbeyondthetrialperiod(Table1).Lifeexpectancydatafrom Swedishlifetableswerealsoconsideredtoaccountforage-specific all-causemortality.Themodelassumedthatthecostandhealthbenefits accruedatweekly-spaceddiscretetimepointsoverthetimehorizonof 15yr.
2.4. Clinicalandutilityinputs
Clinicalinputssuchasadverseevent(AE)incidencerates,weight,body surface-area distributions,andutility inputswere drawn from KEY-NOTE-045withacutoffdateofJanuary18,2017.Weusedutilityvalues fortheprogression-freeandprogressivediseasehealthstates,andthe disutilityassociatedwithgrade3AEsusingEQ-5Dsurveyresponses fromKEYNOTE-045andSwedishutilityweights[16,17].
2.5. Costinputs
Thecostsforresourcesutilizedbypatientswereexpressedin2018euros (s) [18]. Weobtained drug acquisition costs from Pharmacy Heart (ApotekHjärtat),anationalSwedishpharmacy.Wealsoconsidereddrug administrationanddiagnostictestsinourmodel[19].Wemodeledthe costforsubsequenttherapyontheSwedishclinicalinputwhereby10%of patients in the vinflunine arm were subsequently administered gemcitabine and carboplatin for an average of 20 week [19]. We includedinouranalysisthediseasemanagementcostsincurredwhilein theprogression-freeandprogressivediseasehealthstates,hospiceand othercostsassociatedwiththelastmonthbeforedeath,andAE-related costs(Table1).
2.6. Statisticalanalysis
Kaplan-MeiersurvivalcurvesforPFS,OS,andtime-on-treatment(ToT) wereobtainedfromKEYNOTE-045.Because13.3%ofthepatientsinthe vinfluninearmreceivedimmunotherapyafterdiscontinuation,itislikely thatOSwasoverestimatedinthecontrolarm[20].Toadjustforthisbias, weusedtheprespecifiedrank-preservingstructural-failuretime(RPSFT)
Fig.1–Diagramoftransitionsinthepartitionedsurvivalmodelusedto estimatehealtheconomicsoutcomes.
Table1–Modelinputs.
Pembrolizumab Vinflunine Datasource
Patientcharacteristics
Meanbodyweight,kg(SD) 73.58(17.23) 73.58(17.23) KEYNOTE-045
MeanBSA,m2(SD) 1.85(0.25) 1.85(0.25) KEYNOTE-045
Costinputs Drugcost(s) 50-mgvial 1688 257 [27] 250-mgvial 1252 Administration(s/administration) 269 269 [18] Diseasemanagement
PF(s/week) 92 92 WeeklyHCRUandunitcosts
Progressivedisease(s/week) 215 215 WeeklyHCRUandunitcosts
Subsequenttreatment(s/week) 0 714 [19]
Terminalcare(monthbeforedeath) 7356 7356 [28]
Utilities MeanEQ-5Dutility(95%confidenceinterval)a Datasource
Pembrolizumab Vinflunine Pooled
PFwithgrade3AE 0.798(0.772–0.823) 0.822(0.796–0.848) 0.806(0.787–0.825) KEYNOTE-045
PFwithoutgrade3AE 0.865(0.857–0.874) 0.830(0.812–0.848) 0.859(0.851–0.866) KEYNOTE-045
Disutilityduetograde3AE(bysubtraction) 0.067 0.008 0.053 KEYNOTE-045
Progressivedisease 0.821(0.808–0.834) 0.764(0.736–0.792) 0.813(0.801–0.824) KEYNOTE-045
AE=adverseevent;BSA=bodysurfacearea;HCRU=healthcareresourceutilization;PF=progression-free;SD=standarddeviation.
a
methodinthebase-caseanalysis[21].Two-stageadjustmentwasnot feasibleforthebase-casecomparatorowingtothesmallsamplesize. Two-stageadjustmentwasappliedasabettermethodinaddressingthe OSbiasthantheRPSFTmethodforcomparisonofpembrolizumabwith paclitaxel/docetaxel/vinflunine and with paclitaxel/docetaxel in the sensitivityanalysis[21].
Survival projections beyond the trial period were developed to estimatelong-termOSandPFSinaccordancewithNationalInstitutefor Health and Care Excellence (NICE) guidelines [22]. We applied a piecewiseextrapolationtechniquetoaccountforstructuraldifferences observedintheinitialpartsoftheKaplan-Meiercurvesfrom KEYNOTE-045.Wedividedthetimehorizonintotwoparts,withthecutoffpoint determinedaccordingtothestatisticalmethodrecommendedbyNICE, for both treatment arms[22].The first partuses the Kaplan-Meier estimates for OS and PFS, while the subsequent part provides extrapolation based on the best fit among exponential, Weibull, Gompertz,log-logistic,log-normal,andgeneralizedgammaparametric distributions.Weusedvisualinspection oftheKaplan-Meiercurves, goodness-of-fit statistics, and clinical plausibility to determine the parametricdistributionwiththebestfit.
SimilartotheapproachforOSandPFS,ToTsforpembrolizumaband comparatorarmswereexplicitlymodeledasanoutcomeandestimated onthebasisofKEYNOTE-045data.WeextrapolatedandmodeledToT datausingone-pieceparametriccurves(Supplementarymaterial).
2.7. Outputs
Weestimatedtheproportionofpatientsineachhealthstateforeach cycleover15yrbymodelingOSandPFS.Costsandutilityweightswere subsequentlyassignedtothehealthstates.Wesummedthecostsand utilitiesoverthecyclestoestimatetheprojecteddirectmedicalcosts, totalcosts,lifeyears,andQALYsforpembrolizumabandtheselected comparator. The incremental costs and QALYs were then used to estimatetheincrementalcost-effectivenessratio(ICER;incrementalcost perQALYgained).Weusedanannualdiscountrateof3%todetermine the present value of costs and health outcomes in this economic evaluation.
Wedepictedone-waysensitivityanalysesusingatornadodiagramto examinetheimpactofchangesineachoftheinputparametersonthe results.Weconductedaprobabilisticsensitivityanalysisusinga second-order Monte Carlo simulationwith 1000 iterations to examine the robustnessofthemodeloutputsandtheuncertaintyofallparameters takentogether.
3. Results
3.1. Base-caseresults
WeconsideredKaplan-Meiercurvesbeforeweek15forPFS andweek 32for OS andusedthebest-fitting parametric distributions,whichwerealog-logisticdistributionforthe pembrolizumabarmandanexponentialdistributionforthe vinfluninearm,fortimeafterthesepoints(Fig.2).ForToT, Weibullandexponentialdistributionsgavethebestfitfor thepembrolizumabandvinfluninearms,respectively.
Resultsfor thebasecasearepresentedinTable2.The projected discounted direct-treatment costs/per patient were s98354 and s28501 in the pembrolizumab and vinflunine arms, respectively. We further estimated that patientstreatedwithpembrolizumabandvinfluninewould experienceamean-discountedlifeexpectancyof2.40and 0.73yr,respectively.Pembrolizumab-treatedpatientshada
discountedQALYgainof1.38QALYswhencomparedwith vinflunine(1.99vs0.61QALYs).
Cost-effectiveness analysis revealedan overall ICERof s50529/QALYgainedwithpembrolizumabovervinflunine. ICERsofs81356/QALYands71924/QALYwereattainedfor pembrolizumab compared with taxanes (paclitaxel or docetaxel monotherapy) and with the pooled treatment withpaclitaxel,docetaxel,orvinfluninemonotherapy.
3.2. Sensitivityanalyses
The one-waysensitivityanalysis results are presentedin
Figure3.Thedoseintensityofpembrolizumab, extrapola-tion ofOS for pembrolizumab,and the discount rate for healthoutcomes hadthegreatestimpact on ICERvalues, while the costs for AEs, terminal care, and subsequent treatmenthadtheleastimpact.
ProbabilisticsensitivityanalysisgaveanexpectedICERof s50845/QALY, suggesting that pembrolizumab has a 99%chanceofbeingcost-effectivecomparedtovinflunine at a willingness-to-pay threshold of s100000/QALY [14]
(Supplementarymaterial). 4. Discussion
Treatmentofadvancedurothelialcarcinomaposessignificant clinical and economic burdens on health care systems
[2].Despitetheavailabilityofplatinum-basedchemotherapy foradvancedurothelialcarcinoma, themajority ofpatients experiencediseaseprogression[23].Untilrecently,noglobally accepted SoC was available in the second-line setting. In KEYNOTE-045,pembrolizumabwassuperiorto chemothera-py interms of OS, safety, and qualityof life[11,24]. Thus, pembrolizumab received approval from global regulatory agenciesforthetreatmentofpatientswithlocallyadvancedor metastaticurothelialcarcinomawhohavepreviouslyreceived platinum-containingchemotherapy.Ourmodel-based analy-sis showed that pembrolizumab is projected to be cost-effectivecomparedwithvinflunineamongpatientsinSweden whenevaluatedatacost-effectivenessthresholdofs100000/ QALYfromaSwedishhealthcareperspective[14]. Pembroli-zumabwasalsocost-effectivewhencomparedwithpaclitaxel ordocetaxelmonotherapy,orthepooledarmforpaclitaxel, docetaxel, or vinflunine monotherapy. In both scenarios, pembrolizumabhadbetterLYsandQALYs.
Medical costs associated with pembrolizumab were primarilydrivenbydrugacquisitionanddisease manage-mentcosts.Thetotaldrugacquisitioncostsfor pembroli-zumab were sensitive to the pembrolizumab treatment duration.AE-relatedcostsonlyaccountforapproximately 2% of the non–drug costs for pembrolizumab, compared with18%forvinflunine.
AnanalysisbasedonKaplan-MeiercurveswithoutRPSFT adjustmentforpatientsreceivingsubsequenttherapyinthe vinflunine armrevealedaslightincrease intheICER,but pembrolizumabwasstillconsideredcost-effective(Table2). Sarfaty et al. [25] recently reported on the cost-effectiveness of pembrolizumab as second-line therapy for advanced urothelial carcinoma. However, their study
Fig.2–Estimationofoverallsurvival(OS)andprogression-freesurvival(PFS).KM=Kaplan-Meier;KM15+LogLogistic=KMupto15weekand log-logisticmodelthereafter;KM15+Exponential=KMupto15weekandexponentialmodelthereafter;KM32+LogLogistic=KMupto32weekand log-logisticmodelthereafter;KM32+Exponential=KMupto32weekandexponentialmodelthereafter.OSforvinfluninewasadjustedusingthe rank-preservingstructural-failuretimemethod.
Table2–Discountedresultsforthecost-effectivenessofpembrolizumabcomparedtochemotherapy.
Comparator Total Incremental ICER
Costs(s) LYs QALYs Costs(s) LYs QALYs (s/QALY)
Basecase:Pembrovsvinflunine(withRPSFTadjustment)
Vinflunine 28501 0.73 0.61
Pembrolizumab 98354 2.40 1.99 69852 1.66 1.38 50529
Pembrovsvinflunine(noadjustment)
Vinflunine 28844 0.76 0.63
Pembro 98354 2.40 1.99 69510 1.63 1.36 51215
Pembrovspaclitaxel/docetaxel/vinflunine(withtwo-stageadjustment)a
P/D/V 25054 1.18 0.97
Pembro 98208 2.40 1.99 73154 1.22 1.02 71924
Pembrovspaclitaxel/docetaxel(withtwo-stageadjustment)a
P/D 25182 1.33 1.09
Pembro 98348 2.40 1.99 73166 1.07 0.90 81356
ICER=incrementalcost-effectivenessratio;RPSFT=rank-preservingstructuralfailuretime;LY=lifeyears;QALY=quality-adjustedlifeyears;P/D/=paclitaxel/ docetaxel;P/D/V=paclitaxel/docetaxel/vinflunine.
a
FortheP/D/VandP/Dcontrolarms,two-stageadjustmentandalog-logisticdistributionforfittingofoverallsurvivalwasthemostappropriatetechnique accordingtostatisticalanalysisoftheKEYNOTE-045data.TheRPSFTadjustmentmethodwasthesecondbestmethodinthisscenario.
wassubjecttolimitationsofdataavailabilityand subopti-mal modeling methods for survival, utility, and costs
[20,25]. Our analysis has several strengths that explain thedifferenceinresults.WemodeledOSandPFSusinga partitionedsurvivalapproachthatdirectlyusestrialresults tomodelsurvivalandiscommonlyappliedwhenevaluating cost-effectivenessinadvancedoncologyindications[15].A piecewiseapproachwasusedforextrapolation,andsurvival wasadjustedforpatientsinthecontrolarmwhoreceived immunotherapy after chemotherapy. These analyses allowedmoreaccuratepredictionofOS.Wealsoadopted a timehorizon longenough to capture long-term health outcomes andcosts.This wasessential, asthetreatment effectofimmunotherapymaylastevenafter discontinua-tionandleadtolong-termsurvivalgains[26].Ourmodel usesEQ-5Dutilityvaluesestimatedbyhealthstatedirectly from KEYNOTE-045 trial. In addition to drug costs, administration costs, and AE costs as used by Sarfaty etal.[25],wemodeleddiseasemanagementcostsbyhealth stateaswellasterminalcarecosts.Ourcomparatorsinclude vinflunine, taxanes (paclitaxel and docetaxel), and the entire KEYNOTE-045control arm,thus providinga com-prehensive evaluation of the cost-effectiveness of pem-brolizumab in comparison to different comparators as second-linetherapyforadvancedurothelialcarcinomaafter platinum-basedchemotherapy.
Overall, pembrolizumab remained cost-effective com-pared with vinflunine, taxanes (paclitaxel or docetaxel monotherapy),andwiththepooledtreatment(paclitaxel, docetaxel, orvinflunine monotherapy)over severalinput parameters as second-line therapy for patients with
advanced urothelial carcinoma who had received plati-num-based chemotherapy, and experienced disease pro-gression during or following that chemotherapy. The evidence for thecost-effectivenessof pembrolizumabfor advancedurothelialcarcinomaasobservedforSwedenin ouranalysisisgenerallyrepresentativeofseveralEuropean countrieswithsimilarhealthcaresystems.
4.1. Limitations
Owing to the lack of long-term PFS and OS data, extrapolations performed in themodel make the results sensitive to distributional assumptions. The model used statistical methodology and objective criteria recom-mendedbyNICEto extrapolateKaplan-Meierdatafor OS andPFSoverthetimehorizonofthemodel[22].However, actual survival rates may differand long-term follow-up fromclinicaltrialsorreal-worlddataisneededtovalidate the results.A sensitivityanalysis showed thatthe model resultsarerobusttoinputvariations.Inaddition,theICER results are only interpretable for the health system evaluated in this study or for countries with similar resourceutilization,treatmentcosts,andAEmanagement costs.However,themodelingframeworkandmethodsused inthisstudyaregeneralizabletotheothercountries. 5. Conclusions
The model results suggest thatpembrolizumab improves survival,increasesQALYs,andiscost-effectiveassecond-line therapy comparedwithvinflunineforthetreatmentoflocally
Fig.3–Tornadodiagramshowingtheimpactofchangesineachoftheinputparametersontheincrementalcost-effectivenessratio(ICER)results. AE=adverseevent;RPSFT=rank-preservingstructuralfailuretime;OS=overallsurvival;PFS=progression-freesurvival;ToT=timeontreatment; Llogistic=log-logistic.Theinterceptandlog(scale)areestimatedparametersfortherespectiveparametricsurvivalmodels.
advancedmetastaticurothelialcarcinomainSwedishadults whohavereceivedpriorplatinum-containingchemotherapy atawillingness-to-paythresholdof100000s/QALYgained. Pembrolizumabisalsocost-effectivewhencomparedwith paclitaxel ordocetaxel monotherapy, and with paclitaxel, docetaxel,orvinfluninemonotherapy.
Authorcontributions:YichenZhonghadfullaccesstoallthedatainthe studyandtakes responsibilityfor the integrityof the dataandthe accuracyofthedataanalysis.
Study concept and design: Li, Mamtani, Pellissier, Perini, Prabhu, Srivastava.
Acquisitionofdata:Prabhu,Srivastava,Zarabi.
Analysisandinterpretationofdata:Li,Mamtani,Pellissier,Perini,Prabhu, deWit,Srivastava,Xu,Zarabi,Zhong.
Draftingofthemanuscript:Prabhu,Srivastava,Zhong.
Criticalrevisionofthemanuscriptforimportantintellectualcontent:Li, Mamtani,Pellissier,Perini,Prabhu,deWit,Srivastava,Xu,Zarabi,Zhong. Statisticalanalysis:Prabhu,Srivastava.
Obtainingfunding:Zhong.
Administrative,technical,ormaterialsupport:None. Supervision:None.
Other:None.
Financialdisclosures:YichenZhongcertifiesthatallconflictsofinterest, includingspecificfinancialinterestsandrelationshipsandaffiliations relevanttothesubjectmatterormaterialsdiscussedinthemanuscript (eg,employment/affiliation,grantsorfunding,consultancies,honoraria, stockownershiporoptions,experttestimony,royalties,orpatentsfiled, received, or pending), are the following: Tushar Srivastava is an employeeofCompleteHEORSolutions,whoreceivedconsulting fees fromMerckandCo.Inc.fortheproductionofthismanuscript.Ronaldde WithasaconsultancyrolewithMerck,Lilly,andRoche,hasreceived speakerfeesfromSanofi,andhasreceivedresearchgrantsfromSanofi andBayer.RonacMamtanihasreceivedpersonalfeesfromRocheoutside thesubmittedworkandhasreceivedanNIHgrant(K23CA187185). HaojieLi,JamesM.Pellissier,VimalanandS.Prabhu,RuifengXu,Yichen Zhong,andRodolfoF.PeriniareemployeesofMerck.NatalieZarabiisan employeeofMerckSharp&Dohme.HaojieLi,VimalanandS.Prabhu,and YichenZhongownrestrictedstockoptionsand/orstocksinMerck. Funding/Supportandroleofthesponsor:Thisworkwassupportedby Merck&Co.Inc.,Kenilworth,NJ,USA.Thesponsorplayedaroleinthe designandconductofthestudy;datacollection,management,analysis, and interpretation; and preparation, review, and approval of the manuscript.
Acknowledgments:Theauthorswouldliketoacknowledgethefollowing fortheircontributionstothestudy:JohnCook,TaniaGulati,RheaGupta, andManikantaDasariformodeling supportandmanuscript review; AnkitGulatiforanExcelcheckonthemodelquality;JaneLiaoandLiMa fortheirdedicatedworkondataanalyses;andTaraFrenklforacritical reviewofthestudyprotocolandmanuscript.
AppendixA. Supplementarydata
Supplementarydata associatedwiththisarticlecanbe found,intheonlineversion,atdoi:10.1016/j.euo.2018.09.012. References
[1] WongMC,FungFD,LeungC,etal. Theglobalepidemiology of bladdercancer:ajoinpointregressionanalysisofitsincidenceand
mortalitytrendsandprojection.SciRep2018;8:1129.http://dx.doi. org/10.1038/s41598-018-19199-z.
[2]KamatAM,HahnNM,EfstathiouJA,etal.Bladdercancer.Lancet 2016;388:2796–810. http://dx.doi.org/10.1016/S0140-6736(16) 30512-8.
[3]SullivanR,PeppercornJ,SikoraK,etal.Deliveringaffordablecancer care in high-income countries. Lancet Oncol 2011;12:933–80.
http://dx.doi.org/10.1016/S1470-2045(11)70141-3.
[4]AntoniS,FerlayJ,SoerjomataramI,etal.Bladdercancerincidence and mortality: a global overview and recent trends. Eur Urol 2017;71:96–108.http://dx.doi.org/10.1016/j.eururo.2016.06.010. [5]RegionalaCancercentrumiSamverkan.Cancer iurinblåsa,
njur-bäcken, urin-ledare och urinrör Nationellt vårdprogram 2015.
www.cancercentrum.se/globalassets/cancerdiagnoser/urinvagar/ urinblase–och-urinrorscancer/vardprogram/natvp_cancer_ urinvagar_25aug15.pdf.
[6]RegionalaCancercentrumiSamverkan.Nationelltkvalitetsregister förurinblåsecancerKvalitetsregisterrapport,diagnosår2015.www. cancercentrum.se/globalassets/cancerdiagnoser/urinvagar/ urinblase–och-urinrorscancer/rapport2015final.pdf.
[7]LealJ,Luengo-FernandezR,SullivanR,WitjesJA.Economicburden
of bladder cancer across the European Union. Eur Urol
2016;69:438–47.http://dx.doi.org/10.1016/j.eururo.2015.10.024. [8]Luengo-FernandezR,LealJ,GrayA,SullivanR.Economicburdenof
canceracrosstheEuropeanUnion:apopulation-basedcost analy-sis. Lancet Oncol 2013;14:1165–74.http://dx.doi.org/10.1016/ S1470-2045(13)70442-X.
[9]NationalInstituteforHealthCareExcellence.Bladdercancer: diag-nosis and management 2015. www.nice.org.uk/guidance/ng2/ resources/bladder-cancer-diagnosis-and-management-pdf-51036766405.
[10] FrantziM,LatosinskaA,FlüheL,etal.Developingproteomic bio-markersforbladdercancer:towardsclinicalapplication.NatRev Urol2015;12:317.http://dx.doi.org/10.1038/nrurol.2015.100. [11] BellmuntJ,DeWitR,VaughnDJ,etal.Pembrolizumabas
second-line therapy for advanced urothelial carcinoma. N Engl J Med 2017;376:1015–26.http://dx.doi.org/10.1056/NEJMoa1613683. [12] Eurpoean MedicinesAgency.Keytruda(pembrolizumab). www.
ema.europa.eu/ema/index.jsp?.curl=pages/medicines/human/ medicines/003820/human_med_001886.jsp&mid=WC0b01ac 058001d124.
[13] Tandvårds-ochläkemedelsförmånsverket.Keytruda (pembrolizu-mab) www.tlv.se/download/18.2863d50f15f9b0b125bacaef/ 1510665873724/bes170904_underlag_keytruda.
[14] SvenssonM,NilssonFO,ArnbergK.Reimbursementdecisionsfor pharmaceuticalsinSweden:theimpactofdiseaseseverityandcost effectiveness.Pharmacoeconomics2015;33:1229–36.http://dx.doi. org/10.1007/s40273-015-0307-6.
[15] WoodsB,SiderisE,Palmer S,LatimerN,SoaresM.Partitioned survivalanalysisfordecisionmodellinginhealthcare:acritical review.NICEDSU technicalsupportdocument 19.http://scharr. dept.shef.ac.uk/nicedsu/wp-content/uploads/sites/7/2017/06/ Partitioned-Survival-Analysis-final-report.pdf.
[16] BurströmK,SunS,GerdthamU-G,etal.Swedishexperience-based valuesetsforEQ-5Dhealthstates.QualLifeRes2014;23:431–42.
http://dx.doi.org/10.1007/s11136-013-0496-4.
[17] DolanP.ModelingvaluationsforEuroQolhealthstates.MedCare 1997;35:1095–108.
[18]Södraregionsvårdsnämnden.Regionalapriserochersättningarför södrasjukvårdsregionen2017[Regionalpricelist].
[19] FASS.Vardpersonal. Gemzarand Carboplatin. www.fass.se/LIF/ product?nplId=20080410000054&userType=0.
[20] SonpavdeG,DranitsarisG,NecchiA.Improvingthecostefficiency of PD-1/PD-L1 inhibitors for advanced urothelial carcinoma: a
majorroleforprecisionmedicine?EurUrol2018;74:63–5.http:// dx.doi.org/10.1016/j.eururo.2018.03.015.
[21]LatimerN.Treatmentswitchinginoncologytrialsandthe acceptabil-ityofadjustmentmethods.ExpertRevPharmacoeconOutcomesRes 2015;15:561.http://dx.doi.org/10.1586/14737167.2015.1037835. [22] LatimerNR.Survivalanalysisforeconomicevaluationsalongside
clinicaltrials—extrapolationwithpatient-leveldata: inconsisten-cies, limitations, and a practical guide. Med Decis Making 2013;33:743–54.http://dx.doi.org/10.1177/0272989X12472398. [23] FisherM,Shenolikar R,MillerPJ,etal. Treatmentpatternsand
outcomesinmetastaticbladder cancerincommunityoncology settings.JClinOncol2017;35(6Suppl):396.http://dx.doi.org/10. 1200/JCO.2017.35.6_suppl.396.
[24] DeWitR,BajorinDF,BellmuntJ,etal.Health-relatedqualityoflife (HRQoL)ofpembrolizumab(pembro)vschemotherapy(chemo)for
previouslytreatedadvancedurothelialcancer(UC)in KEYNOTE-045. JClin Oncol 2017;35(15Suppl):4530. http://dx.doi.org/10. 1200/JCO.2017.76.9562.
[25] SarfatyM,HallPS,ChanKK,etal.Cost-effectivenessof pembroli-zumab in second-line advanced bladder cancer. Eur Urol 2018;74:57–62.http://dx.doi.org/10.1016/j.eururo.2018.03.006. [26] RobertC,RibasA,HamidO,etal.Durablecompleteresponseafter
discontinuation of pembrolizumab in patients with metastatic melanoma. J ClinOncol2018;36:1668–74.http://dx.doi.org/10. 1200/JCO.2017.75.6270. [27] http://www.apotekhjartat.se/soksida/?query=Javlor+; www. apoteket.se/produkt/keytruda-pulver-till-koncentrat-till-infusionsvatska-losning-50-mg-1-styck-injektionsflaska-306900/. [28] www.tlv.se/Upload/Halsoekonomiska_bedomningar/ halsoekonomiskt-kunskapsunderlag-yervoy_forsta_linjen.