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Concepts of metastasis in flux: the stromal progression model

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Concepts of metastasis in flux: The stromal progression model

Jonathan P. Sleeman

a,b,∗

, Gerhard Christofori

c

, Riccardo Fodde

d

, John G. Collard

e

, Geert Berx

f,g

, Charles Decraene

h,i

, Curzio Rüegg

j

aUniversitätsmedizinMannheim,UniversityofHeidelberg,CentreforBiomedicineandMedicalTechnologyMannheim(CBTM),TRIDOMUS-GebäudeHausC, Ludolf-Krehl-Str.13-17,D-68167Mannheim,Germany

bKITKarlsruheCampusNord,Hermann-von-Helmholtz-Platz1,76344Eggenstein-Leopoldshafen,Germany

cDepartmentofBiomedicine,InstituteofBiochemistryandGenetics,UniversityofBasel,Mattenstrasse28,CH-4058Basel,Switzerland

dDepartmentofPathology,JosephineNefkensInstitute,ErasmusMC,Rotterdam,TheNetherlands

eDivisionofCellBiology,TheNetherlandsCancerInstitute,Plesmanlaan121,1066CXAmsterdam,TheNetherlands

fUnitofMolecularandCellularOncology,DepartmentforMolecularBiomedicalResearch,VIB,9052Ghent,Belgium

gDepartmentofBiomedicalBiology,GhentUniversity,9052Ghent,Belgium

hTranslationalResearchDepartment,InstitutCurie,CentredeRecherche,Paris,France

iCNRS,UMR144,Paris,France

jPathology,DepartmentofMedicine,FacultyofScience,UniversityofFribourg,1RueAlbertGockel,CH-1700Fribourg,Switzerland

Theabilityoftumorcellstoleaveaprimarytumor,todisseminatethroughthebody,andtoultimately seednewsecondarytumorsisuniversallyagreedtobethebasisformetastasisformation.Anaccu- ratedescriptionofthecellularandmolecularmechanismsthatunderliethismultistepprocesswould greatlyfacilitatetherationaldevelopmentoftherapiesthateffectivelyallowmetastaticdiseasetobe controlledandtreated.Anumberofdisparateandsometimesconflictinghypothesesandmodelshave beensuggestedtoexplainvariousaspectsoftheprocess,andnosingleconceptexplainsthemechanism ofmetastasisinitsentiretyorencompassesallobservationsandexperimentalfindings.Theexciting progressmadeinmetastasisresearchinrecentyearshasrefinedexistingideas,aswellasgivingrise tonewones.Inthisreviewwesurveysomeofthemaintheoriesthatcurrentlyexistinthefield,and showthatsignificantconvergenceisemerging,allowingasynthesisofseveralmodelstogiveamore comprehensiveoverviewoftheprocessofmetastasis.Asaresultwepostulateastromalprogression modelofmetastasis.Inthismodel,progressivemodificationofthetumormicroenvironmentisequally asimportantasgeneticandepigeneticchangesintumorcellsduringprimarytumorprogression.Mutual regulatoryinteractionsbetweenstromaandtumorcellsmodifythestemnessofthecellsthatdrivetumor growth,inamannerthatinvolvesepithelial–mesenchymalandmesenchymal–epithelial-liketransitions.

Similarinteractionsneedtoberecapitulatedatsecondarysitesformetastasestogrow.Earlydisseminat- ingtumorcellscanprogressatthesecondarysiteinparalleltotheprimarytumor,bothintermsofgenetic changes,aswellasprogressivedevelopmentofametastaticstroma.Althoughthismodelbringstogether manyideasinthefield,thereremainneverthelessanumberofmajoropenquestions,underscoringthe needforfurtherresearchtofullyunderstandmetastasis,andtherebyidentifynewandeffectivewaysof treatingmetastaticdisease.

Abbreviations: BMDC,bonemarrow-derivedcell;CAF,carcinoma-associated fibroblast;CGH,comparativegenomichybridization;CSC,cancerstemcell;CTC,cir- culatingtumorcell;DTC,disseminatedtumorcells;ECM,extracellularmatrix;EMT, epithelial–mesenchymaltransition;FAK,focaladhesionkinase;mCSC,migrating cancerstemcell;MET,mesenchymal–epithelialtransition;TAM,tumor-associated macrophage.

Correspondingauthorat:UniversitätsmedizinMannheim,UniversityofHei- delberg, Centre for Biomedicine and Medical Technology Mannheim (CBTM), TRIDOMUS-Gebäude Haus C, Ludolf-Krehl-Str. 13-17, D-68167 Mannheim, Germany.Tel.:+496213839955;fax:+496213839961.

E-mailaddress:[email protected](J.P.Sleeman).

1. Introduction

Eversincemetastasishasbeeninvestigated,modelsandcon- ceptsabouthowthemetastaticdiseaseprocessworkshavebeen suggested [1]. These have provided a framework withinwhich to understand clinical observations and experimental findings, have servedasanimportanttoolfor directingfurtherresearch, and havesuggestedhow newtherapies thataddressmetastatic disease might be developed. Most early concepts were based onclinicalobservationsandautopsy findings.Theseincludethe

“seedandsoil”hypothesisthatenvisagestumorcellsasseedsthat requireaparticularorganmicroenvironmentor“soil”iftheyareto

Published in 6HPLQDUVLQ&DQFHU%LRORJ\

GRLMVHPFDQFHU which should be cited to refer to this work.

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surviveoutsideoftheprimarytumorandgrowasmetastases[2], theanatomical/mechanicalmodelthatproposesthatpatternsof metastasiscanbeexplainedbythelocationoftheprimarytumor withrespecttothebloodandthelymphaticvasculature,whichin turndeterminestowhichorgansdisseminatingtumorcellswill betransportedandsubsequentlybecomemechanicallyentrapped [3,4],andtheoriesaboutmetastaticcascadesandgeneralizingsites thatholdthatmetastasesinoneorgancoulddisseminatetumor cellsandgiverisetometastasesinfurtherorgansinasequential manner[5,6].

The complexity of metastasis as a process determines that noneoftheseorindeedotherconceptscompletelyandaccurately describeshowtheprocessworks,nordotheyintegrateandencom- passallclinicalobservationsandexperimentalfindings.Thiscan havemajorconsequencesfortherapy.Forexample,Halstead’srad- icalmastectomyforthetreatmentofbreastcancerinwhichthe axillaanditslymphnodesareremovedinadditiontothebreast containingtheprimarytumorwasdevelopedonthebasisofthe metastaticcascadeconcept.Therationalwasthatiflymphnodes containingmetastatictumorcellswereleftinsitu,thentheselymph nodemetastasescouldthemselvesgiverisetometastasesinother organs.Removingalllymphnodesintheaxillashouldtherefore improvesurvivalrates.However,large-scalelong-termrandom- izedtrialshaveprovidedevidenceinrecentyearsthatforanumber oftypesofcancerremovingthelymphnodesthatdrainprimary tumorshasverylittleeffectonpatientsurvival[7].Furthermore, recentanalysisofthegrowthrateoftumorssuggeststhatwithin thelifetimeofacancerpatientthereisnotenoughtimefortheserial seedingofmetastasesfromametastasiselsewhere[8].Together, theseobservationsunderlinetheimportanceofanintegratedand accurateconceptofhowmetastasisworks,ifefficientandeffective therapiesaretobedeveloped.

Inthelastfew years,rapidprogresshasbeenmadeinmany areasofmetastasisresearch.Thesenewinsightsintotheprocess ofmetastasishavechallengedexistingacceptedparadigms,stim- ulatedthedevelopmentofnewconceptsandmodels,expanded ourunderstandingof hithertopoorlyunderstoodaspectsofthe process,andhavehighlightedtheneedtore-evaluateandinter- pretexistingdatainthelightofthesenewfindings.Inthisreview, wediscusslong-standingconceptsabouthowmetastasisdevel- opsinthecontextofsomeofthecontemporarytheoriesthathave arisenrecentlyasaconsequenceofthesenewobservations.We usetheconceptofthemetastatic“seed”andthe“soil”oftheorgan microenvironment–themostlong-lastingandinfluentialhypoth- esisinthefield–asaframeworkwithinwhichtodiscussthese ideas.

2. Howdoesthemetastaticseeddevelop?

2.1. Clones,heterogeneityandselection

Basedonaseriesofseminalobservationsinexperimentalani- mals[9,10],Fidlerandothersformulatedtheclonalselectionmodel to explain how tumor cells acquire the ability to metastasize.

Thismodelpostulatesthatduringtumorprogression,increasing genomicinstabilityintheprimarytumorresultsinthestochas- ticaccumulationofgeneticandepigeneticdefects,resultingina heterogeneouspopulationoftumorcellsthatdifferintheirgene expressionpatterns.Thegeneexpressionprofileofsomeofthese cellswillbesufficienttoendowthissubpopulationwiththeprop- ertiesrequiredforlocalinvasion,survivalinthecirculatorysystem, extravasationintosecondaryorgans,andgrowthasovertmetas- tasesatthesesites.Othersubpopulationsofcellsintheprimary tumorwillhavesomeofthepropertiesrequired,butwillnotsuc- cessfullycompleteallthenecessarysteps.Thustumorcellsthat

successfullyformmetastasesshouldbeconsideredas“decathlon winners”[10].

Inadditiontoexperimentalevidencefromanimalmodels,sup- portfortheclonalselectiontheorycomesfromhistologicaland geneticanalysisofhumantumorswhichprovidesevidenceforhet- erogeneouspatterns ofgene expression[11].A corollaryof the clonal selectiontheoryisthat organ-specificpatternsof metas- tasis may bedependent on tumor-intrinsic properties that are selectedfor as tumorcells disseminate.Initialevidence for the existenceofgenesdrivingorgan-specificmetastasiscamefromthe identificationofpoorprognosisgenesignaturethroughsupervised clustering ofcohorts ofprimary breast cancers [12–15].Subse- quently,geneexpressionsignaturesassociatedwithbreastcancer metastasistobone,lung andbrain weredefinedinexperimen- tal models and validated with human samples [16–18]. These experimentalstudies werebased onthe generationand analy- sisoforganotropicmetastaticlinesderivedfromaparentalline (mostlyMDA-MB-231)bymultipleroundsofinvivoselection.The brainandlungmetastasissignaturewerepartlyoverlappingand containedgenescontrollingvascularremodelingandpermeabil- ity,suchasCOX2,ANGPTL4, LTBP1andEGFRligands.Thebone metastasissignaturewasrather divergent,andcontainedgenes associatedwithboneosteolysisandcellsurvivalinthebonesuchas IL-11,PTHrPandOPN.Besidesallowingtheidentificationofindi- vidualgenes,thesestudiesprovedusefulfortheclassificationof metastasis-promotinggenesbasedontheirfunctionalcontribution to metastasis. Three categories were defined: (i) metastasis- initiating genes,comprising genesthatprovideanadvantagein tumorcellgrowth,escapeandinvasivenessattheprimarytumor site;(ii)metastasisvirulencegenes,givingsurvivaladvantagesto disseminatedtumor cells within thenewly colonized microen- vironment;(iii)genespromotingprogression,givingadvantages duringtheentiremetastaticprocessbyaffectinggeneralsteps,such as tumor angiogenesis, inflammation, epithelial–mesenchymal transition(EMT),or immune evasion.While thesestudieshave providedunprecedentedmoleculardetailsonthemechanismsof organ-specific metastasis,many questions that are relevant for thedevelopmentoftherapeuticstrategiesremainopen.Forexam- ple,theexperimentalmodelsarebasedontheuseofhumancell lines in immunosuppressed mice,thereby bypassinga possible role of the adaptive immune system in controlling metasta- sis. Also, cancer cells were injected directly into the vascular system in these models, thus mimicking only the final steps ofmetastasis.

Theclonalselectiontheorywouldnotseemconsistentwiththe observationthatprimarytumors areoftenphenotypically simi- lartothemetastases theygiveriseto[19],asaccordingtothis model,metastases shouldrepresentselectionof onlyasubpop- ulation in the primary tumor.Other observations, for example fromgene expressionprofiling of primarytumors, alsosuggest thattheclonalselectionmodelmayneedtobere-evaluated[20].

Thesestudieshavedefinedmolecularsignaturesinprimarytumors thatsuccessfullypredictpatientprognosis.Themajorityoftumor cells intheprimary tumormustexpressthesignaturefor it to bedetected, which doesnot seem toconform withthe notion that a small subpopulation of tumor cells develop metastastic properties,assuggestedbytheclonalselectionhypothesis.These dataratherindicatethat metastaticdevelopmentispre-defined by geneticchanges acquiredduring the initialstages of tumor development.Consistently,transcriptomeanalysissuggeststhat primarytumors arerathersimilartotheirmatchedmetastases, and are more similar with each other than with tumors from other individuals [21]. Nevertheless, a number of observations make it difficultto usetranscriptome analysistodraw conclu- sionsabouttheprovenanceofthetumorcellsthatseedmetastases withconfidence,asalthoughtranscriptomicallysimilar,primary

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tumorsandtheirmatchedmetastasesalsodisplayprofounddiffer- encesintheirgeneexpressionprofiles[8,22].Thedifferentgenetic backgroundsofindividualsmayaccountforthemoreextensivedif- ferencesbetweenindividualsthanbetweentheirmetastasesand theirprimarytumors.Moreover,recentstudiessuggestthatpri- marytumorsarecomposedofclonalareas,whichwouldnotbe detectedbystudiesthatsimplytaketotaltumormaterialforanal- ysis[23]. Furthermore,theexistenceofa predictive‘metastatic signature’inprimarytumorsmightnotbeinconsistentwiththe clonalselectiontheory,sincemetastatictumorcellsmayself-seed backtotheprimarytumorandtherefore‘contaminate’aprimary tumorsignaturewithametastaticsignature[24,25].Self-seeding oftheprimarytumorwithmetastasis-derivedcancercellsmight alsocomplicatetheinterpretationoftheestablishedrelationship betweenprimarytumorsizeandmetastaticpotential[26,27].

Variationsontheclonalselectionmodelhavebeenproposed thathelptoresolvesomeoftheseissues.Theclonaldominance modelsuggeststhatmetastaticallycompetentcells haveacom- petitiveadvantageandthereforeoutgrowothersubpopulationsin theprimarytumor[28].Thedynamic heterogeneitymodelsug- geststhattheacquisitionofmetastaticcompetencemayonlybe transient,andthatthefrequencywithwhichmetastaticallycom- petentcellsarisedeterminesthemetastaticpotentialofagiven tumor[29].

2.2. Isthedisseminationofthemetastaticseedanearlyorlate eventinthelifeofatumor?

Implicitintheclonal selectiontheoryand itsvariantsis the ideathatcancercellsneedtoaccumulateasufficientnumberof geneticandepigeneticalterationstoacquirefullmetastaticcapac- ity,requiringthatmetastasisisaratherlateeventduringtumor progression toallowthe accumulationof suchalterations [30].

Thisnotionisconsistentwiththegenerallyacceptedcorrelation betweenprimarytumorsizeandriskoflymphnodeanddistant metastasis [27], and the observation that metastatic genes are alreadyexpressedinprimarytumors[31].

Inthelastfewyearsasignificantbodyofevidencehasemerged whichindicatesthattumorcellsthatultimatelyformmetastases may disseminate very early aftertumorigenesis. This notionis basedonthegenomicanalysisofsingledisseminatedtumorcells (DTCs),aswellasmatchedprimarytumorsandtheirmetastases fromhumanpatients[8,22].Similarly,experimentalmanipulation ofanimalmodelsofmetastasissuggeststhatdisseminationmay occureven atpre-malignant stages oftumorigenesis[32].Con- sistently,circulatingtumorcells(CTCs)inthebloodandDTCsin thebone marrowcanbothbedetectedatearlystages oftumor developmentincancerpatients[30,33–37].Toaccommodatethese observations,analternative modelhasbeenproposedin which tumorcellsdisseminateearlyduringtumorprogression,andsub- sequentlyacquireadditionalgeneticchangesthatultimatelyallow themtogrowoutasmetastasesatthedistantsite.Inthismodel, primarytumorsandmetastasesprogressinparallelasindepen- dentlesions[8].Clonalselectioninprimarytumorsandmetastases would becompatiblewiththis model,but wouldnot beapiv- otaldeterminantof when disseminationof themetastaticseed occurs.

ThecomparativegenomicanalysisofDTCsfromlymphnode and bone and their corresponding primary tumors has been performed using comparative genomic hybridization (CGH) for a number of typesof cancer, and providessignificantevidence in support of a parallel progression model. For example, DTCs generally showfewer geneticabnormalities than theirprimary tumorsandthereisalsoextensivedisparitybetweenchromosomal gainsandlosseswhenDTCsandtheirprimarytumorsarecom- pared(reviewedin [8,22]).These studiesalsoprovideevidence

thatgeneticabnormalitiesinDTCswereacquiredindependently ofthose intheprimarytumor,andthatsubstantialnumbersof chromosomallosseswerefoundinprimarytumorsthatwerenot present in DTCs.Aslossof DNAis irreversibleand transmitted to progeny,these observations provideevidence for both early disseminationofmetastaticfoundercellsandparallelprogression.

However, studies on DTCs are potentially complicated by the useofepithelialmarkerstodetectthem.Tumorcellsundergoing EMT, for example(see below), maynot express thesemarkers andthereforewouldnotbeincludedintheanalysis,potentially skewingtheresults.Nonetheless,whenmatchedprimarybreast tumors and theirmetastases were alsocompared genomically, forexampleusingCGH,almosthalfofthepairedsamplesshowed morediscordancesthansharedchromosomalabnormalities,and a substantialnumberof chromosomallosses werefoundin the primary tumors that were not present in the metastases [38].

Similarfindingshavebeenmadeinotherstudies[39,40].

Inadditiontothisgenomicanalysis,otherevidencealsosup- portsthenotionofearlydisseminationandparallelprogression.

DTCsmayremaindormantover prolongedperiodsoftime,and arecentstudydemonstratedinvivoevolutionindormanttumor cells of theheritable abilityto escape dormancyand growout as metastases[41].Experimentally,when untransformedmam- maryepithelialcellscontaininginducibleoncogenesareinjected intravenously,theycanremainviableinlungtissueforprolonged periodsoftimebeforeassumingmalignantgrowthuponinduc- tionofoncogeneexpression[42],providingaproofofprinciple thatevennon-transformeddisseminatedcellshavethepotential toremaindormantandultimatelygrowastumors.Nevertheless, giventhatthedefinitionofmalignancyisthebreachingofthebase- mentmembrane, itiscurrentlydifficulttoenvisagehowtumor cellscouldphysicallydisseminateatapre-malignantstage,ashas beensuggested[32].However,recentstudiesshowthatinvasive- nessmayappearearlyduringtransformationincellsthatescape oncogene-inducedsenescence[43],providingamechanismfordis- seminationveryearlyduringtumorigenesis.

Genomicexonsequencingofcolorectal[44]andpancreaticpri- mary tumors and theirmatched metastases [23] revealed that themajorityofpoint mutationswerecommontobothprimary tumorsandtheirmetastases,andthatmetastaseshadacquireda fewadditionalmutations.Thismayargueagainstearlydissemina- tion.Indeed,thesedatawereusedtocalculatewhenthemetastastic foundercellsdeveloped,andconcludedthatfewifanyadditional mutationsarerequired formetastasticfounder cellstodevelop fromcarcinomas[44],andthatmetastaticdisseminationisalate event[23].However,therearesomeimportantcaveatsassociated withtheinterpretationofthesefindings.Exonanalysisofprotein- encoding genes was used, which by definition only addresses around 1%ofthegenome[45];analysisof thegenomes ofpri- marytumorsandtheirmatchedmetastasesonamoregloballevel comestodifferentconclusions(seeabove).Furthermore,theanal- ysisofpointmutationsinprotein-encodinggenesmayskewthe investigationtowardgeneticchangesthatunderliethetumorigenic properties ofthecancercells.Thus patternsofpoint mutations wouldbeexpectedtobesimilarbetweenprimarytumorsandtheir metastases,andthesedatasetsmaynotbeappropriateformaking robustconclusionsabouttheetiologyofmetastaticfoundercells.

Inaddition,disparityinpointmutationsbetweenprimarytumors andtheirmetastasesthatwerefoundinotherstudiessupportthe notionofparallelprogression[22].

2.3. Metastaticseedsandthepeckingorder:hierarchyandCSCs

Anotherconceptforhowmetastasisworksarisesasa corol- lary ofthecancerstem cell(CSC)hypothesis that predictsthat malignancies,likemanyhighturnovertissues,arecharacterized

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byahierarchicalorganization,withstem-likecellsendowedwith self-renewalandthecapacitytodifferentiate,butalsowithmore committedprogenitorcellsandfullydifferentiatedlineages[46].

AsbydefinitionCSCsarepredictedtobethecellsthatinitiateand drivesecondarytumorgrowth,theywouldbeexpectedtounderlie malignantbehaviorbyrespondingtoenvironmentalcuestodetach fromtheprimarytumoranddisseminatethroughoutthebodyas so-calledmigratingcancerstemcells(mCSCs)[19].ThusmCSCsare predictedtobethemetastaticseedsthatfoundsecondarytumors.

ExperimentalevidencetosupportthenotionthatCSCsplaya criticalroleinmetastasisremainsthinontheground.However, recentstudiespointtotheexistenceofspecificstem-likesubpopu- lationsofcancercellsendowedwithhighmigratoryandmetastatic capacity,andsuggestthatCSCsareheterogeneouspopulationsthat includeactivelycyclingCSCsthatdrivetumorgrowth,aswellas morequiescentstem-like cancercells. Thiscellularheterogene- itywithintheCSCcompartment withthedichotomyof cycling and quiescentCSCs wasfirststudied inpancreas cancerwhere theCSCpopulationisdefinedbyCD133expression.Thecombined expressionofCD133andCXCR4,achemokinereceptorimplicated incellularmigrationandhighmalignantandmetastaticpotential, earmarksCTCsdetectableintheportalveinwhicheventuallyform livermetastasis[47].Accordingly,depletionofthemigratingcancer stemcellsusingapharmacologicalinhibitoroftheCXCR4receptor abrogatedtheirmetastaticpotential[47].CXCR4expressioninCSCs islikelytomakethemresponsivetoachemotacticgradientestab- lishedbyitsspecificligand,stromalfactor1orSDF-1,expressedby severalorgansinwhichmetastasesdevelop.

AdditionalevidencefortheexistenceofdifferentCSCssubtypes responsiblefor metastasiscomesfromstudiesoncolon cancer, whereCSCscanbedetectedandprospectivelyenrichedwithavari- etyofcellsurfaceantigenmarkers[48–52].Threedistincttypesof CSCs(alsoreferredtoastumor-initiatingcells,TICs)arelikelyto existincoloncancer:extensiveself-renewinglong-term(LT-TICs), tumortransientamplifyingcells(T-TAC),anddelayedcontributing (DC-TICs)[53].Onlyself-renewingLT-TICswereshowntobeable tocontributetometastasisformation[53].Finally,amorespecific markerofmigratoryanddistantmetastasis-causingCSCsincolon cancerwasrecentlyidentified:asubpopulationofCD26+cellswas foundinbothprimaryandmetastatictumorsfromadvancedstage CRCpatientscapableofgivingrisetoCTCsintheportalveinandto distantmetastasis[54].

TheaboveexamplesofheterogeneityinCSCpopulations,aswell asseveralothers[55]arelikelytoreflectplasticityintheCSCpheno- type.Additionalplasticityisalsoreflectedinstudiesthatshowthat non-CSCscanacquireCSCproperties[56,57].Forexample,similar tonormalstemcells,amicroenvironmentalnichehasbeenshown toberequiredtomaintaingliomaandskincancerCSCs[58,59], andthis isprobablyalsothecase forothertumortypes[60].A perivascularlocationcanactuallybethedrivingforcethatleadsto theacquisitionofCSCpropertiesbynon-CSCsubpopulations[61].

Thusextrinsicmicroenvironmentalcuesareemergingasimportant determinantsoftheCSCpopulation.

2.4. Sleepingitoff:dormancy

Metastasescanoccurmanyyearsaftersurgicalremovalofthe primarytumor,whichhasgivenrisetotheconceptofdormancy.

These late-developing metastases are thought to develop from DTCsthathavebecomere-activatedafterremaininginastabledor- mantstateoveraprolongedperiod[62].Forexample,afterradical prostatectomyforprostatecancer,almosthalfofallpatientshave detectableDTCsintheirbonemarrowmorethan5yearsaftertheir surgery[63].Dormanttumorcellscanexistinaquiescentstate,or asmicrometastasesinwhichproliferationisbalancedbycelldeath throughapoptosis[7].Reactivationofthesedormantcellscanbe

duetochangesinthetumorcellsthemselves,forexampledueto lossofmetastasissuppressorgenesthatregulatedormancy[64], aswellastomodificationoftheirmicroenvironment,forexample extracellularmatrix(ECM)remodelingandrecruitmentofinflam- matorycells[65,66].Theactivationofthegrowthofindolenttumor cellsbybonemarrow-derivedcells(BMDC)recruitedinresponseto osteopontinproducedbyasecondremote“instigator”tumormay alsoreflectthere-animationofdormantcells[67].Duetotheir quiescenceorslowturnover,dormanttumorcellsareresistantto conventionalcytotoxictherapiesbecausetheirintrinsicquiescence makestheminsensitivetoDNA-damagingagentsthatspecifically targetcyclingcells[68].

Anelegantrecentstudythatlookedatthemechanismbehind there-activationofdormantbreastcancercellsinthebonemar- rowprovidesevidencethatintrinsicchangesingeneexpression intumorcellscanrelievedormancy[41].Metastasesgrowingout in the bone marrow after long latency periods were found to expressVCAM-1,incontrasttotheparentalclonethatwasorig- inallyinjectedintotheexperimentalanimals.Infurtherroundsof injectionintoanimals,theseVCAM-1-expressingcellswereable toformbonemetastaseswithoutenteringdormancy.Mechanisti- cally,VCAM-1allowsbreasttumorcellstorecruit␣4␤1-positive osteoclastprogenitors, therebyelevatingosteoclastactivitythat leads to bone destruction. These data nicely demonstrate that invivoevolutionoftumorcellscanleadtothelossofdormancy.

Thereareanumberofparallelsbetweendormanttumorcells and CSCs.Asmentioned above, CSCscan bequiescent,and are alsoresistanttochemotherapy.MechanismsthatCSCssharewith normalstemcellsunderlietheirinnateresistancetotherapy,for example multi-drug resistance due to up-regulation of cellular efflux pumps [69,70], activation of the DNA damage response [71],andlowerconcentrationsofreactiveoxygenspecies[72].A perivascularlocationregulatesCSCidentity(seeabove),andisalso requiredforthesurvivalofdormanttumorcellsthathavedissem- inatedtothebrain[73].

2.5. Re-evaluatingEMT:multiplefunctionsinmetastasis?

Aconceptthatcontinuestoattractattentionisthenotionthat themorphogenetic program of EMTbecomes activatedin can- cercellsastheyprogress,andthatthiscontributestometastasis formation.Duringthetransitionfrombenignadenomatomalig- nantcarcinomaandmetastasisformation,differentiatedepithelial tumor cells are thought to acquire a de-differentiated, migra- tory,and invasive phenotypethroughtheprocess of EMT[74].

This process of EMT is accompanied by dramatic changes in cellular morphology, the loss and remodeling of cell–cell and cell–matrixadhesion,andthegainofmigratoryandinvasivecapa- bilities[75,76].ThefunctionalcontributionofEMTtometastasis inpatientsisstilldebated,yetrecentprogressinthediscoveryof novelEMTmarkersprovidesincreasingevidencefortheoccurrence ofEMTinhumancancers[19,77,78].

ItisnowbecomingevidentthatEMTitselfisamultistagepro- cess,involvingdistinctgeneticandepigeneticalterationsandahigh degreeofcellularplasticity.Inthepastyears,alargenumberof geneshavebeenidentifiedthatseemtobecriticalforthis pro- cess[75].AmajormoleculareventduringEMTisthelossofthe epithelialcell–celladhesionmoleculeE-cadherin,whichbyitself cansufficetoinduceEMTandtumorprogression[79–81].Con- versely,cellsundergoingEMTacquireexpressionofmesenchymal markerssuchasvimentin.

A broad-spectrum oftranscriptionaland post-transcriptional regulatorsthathavebeenimplicatedinmalignantprogressionalso regulates EMT[82]. Many growth factorssuch astransforming growthfactor␤(TGF␤),andtheirassociatedsignaltransduction pathwaysinduceEMTbyactivatingoneorseveraltranscriptional

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repressors,suchasSnail1(Snail),Snail2(Slug),Zeb1(␦EF1),Zeb2 (Sip1),E47,andTwist,whichinturnrepressanumberofgenes, includingE-cadherin[75,83,84].Manyothertranscriptionfactors also play critical roles in EMT [75,85]. Moreover, a number of microRNAsthataredifferentiallyexpressedduringEMTarepiv- otalregulatorsofthecomplexcircuitsthatunderliethemultiple stagesofEMT[86–88].Furthermore,severalenzymaticactivities andfactorscriticalforepigeneticregulation,suchasDNAmethy- lation and histonemodifications, are themselves modulated in theirexpressionoractivitiesduringEMT[89,90].Together,these changesorchestratethedramaticreprogrammingofcellsthatchar- acterizesEMT.

CellpolarityisregulatedbytheScribble,thePartitioningdefec- tive(Par) and the Crumbs complexes [91]. Loss of apical-basal polarityasaresultofaberrantexpressionofpolarityproteinsis considereda prerequisitefor metastatictumorprogression and leadstoEMT.ThisiswellillustratedbytheParcomplexthatcon- sistsoftheproteinsPar3,Par6andtheatypicalproteinkinaseC [91].TGF␤downregulatesPar3expression,revealingamechanism bywhichTGF␤candisrupttightjunctionformation,mediateloss ofapical-basalcellpolarityandinduceEMT[92].Par6ofthePar complexpromotestumorinitiationandprogressionandinteracts withtheTGF␤receptor.BlockingtheTGF␤-dependentphosphory- lationofPar6inbreastcancermodelsreducesmetastasistothe lungsand highlights theimportanceof thelossof polaritysig- nalingforEMTand metastasis[93].Similarly, repressionof the Crumbspolaritycomplexinepithelialtumorsoccursconcomitantly withincreasedexpressionofvimentinandreducedexpressionof E-cadherin,anditsexpressionnegativelycorrelateswiththemigra- toryandmetastaticcapacityofcells.Importantly,theproteinsZEB1 andSnailmediaterepressionofCrumbs,linkingknownregulators ofEMTtopolarityproteinsignalingthroughtheCrumbsprotein [94].

EMTappears not tobe a unitary “blackand white” process thatleadsinvariablyandirreversiblyfromapurelyepithelialtoa purelymesenchymalphenotype;thereappeartobeshadesofgray inbetween[82,95].Ithassuggested,forexample,thatEMTshould be classified into three subtypes [95]. Furthermore, basal-like breast carcinomas often exhibit features associated with EMT, yetretainsomeepithelialcharacteristics[96].Suchintermediate stateshavebeenreferredtoasthemetastableEMTphenotype[97].

Moreover,thereisalsoconsiderableplasticityintheresponseto EMTinduction,andisoftenareversibleprocessbothphysiologi- callyandpathologically.Forexample,hypoxiainducesareversible EMTin breastcancercells [98]. Thereversibility ofEMTin the cancercontext hasbeenused tosuggest that EMTallows cells toinvadeand disseminate,andisthen reversedatdistantsites throughamesenchymal–epithelialtransition(MET)thatresultsin ametastasisthatphenotypicallyresemblestheoriginatingprimary tumor[19].Evidencefordynamicreversiblephenotypicchanges invivoduringdisseminationhasbeenobtainedformelanoma[99].

Autocrine motility factor [100]and expression of GATA3 [101]

havebeenshowntoreverseEMT.PartialEMThasbeenshownto decreasecelladhesionbutstillallowcollectivecellmigration[102], consistentwithobservationsthatthemesenchymal(single cell) andcollectivemodesofmigrationarereversiblyinterchangeable [103,104].Theseandothersuchdynamicreversiblechangeshave beensuggestedtobevitalfordissemination[105].Themultiple levelsatwhichEMTisregulated[82,106]providesaplatformfor thefine-tuningofmetastabletransitionalstatesbetweenpurely epithelialandpurelymesenchymalphenotypes.Thespatialand temporalexpressionandcombinationoftranscriptionalrepressors thatareinduced,forexample,caninfluencetheoutcomeofthe EMTprocess[107].ThusapictureemergesinwhichEMTdescribes aspectrumofphenotypesthatarereversiblyinterchangeableand subjecttodynamicregulationbythemicroenvironment.Dynamic

interchange in the “gray scale” between purely epithelial and purely mesenchymalphenotypes asevidenced bythe interplay between ZEB and miR-200 points to the importance of such transitionsintumorprogression[86].

Classically,theinductionofEMThasbeeninterpretedasbeing importantintheprocessofmetastasisbyendowingtumorcells withinvasive properties.However,recent findings suggestthat EMTprovidesmanymore propertiesof relevancetometastasis thanjustinvasiveness.Forexample,EMTservesasanescaperoute for tumor cells froma variety ofobstacles connectedwith cell transformationandrapidtumorgrowth,includingoncogeneaddic- tion,oncogene-inducedcellularsenescence,tumorhypoxia,and increasedapoptosis [43,108,109].Apparently, EMTensuresthat cancercellsnotonlygainmigratoryandinvasivecapabilitiesbut alsosurviveoncetheyhavelefttheiraccustomedprimarytumor environment.SignalingpathwayselicitedbytheEMTprocesspro- videavarietyofsurvivalsignalsthatovercomecellcyclearrestand celldeathbyapoptosisoranoikisthatotherwisewouldbetrig- geredbythecytokinestormoccurringwithintheprimarytumor environment,bytheinflammatoryresponseswithintheneighbor- ingtissueandbytheimmunedefensewithinthebloodcirculation.

Accordingly, the genetic program of EMT includes a variety of immunosuppressivefunctions.

Thecomplexchangesinthecytoskeletonassociatedwithmotil- ityandinvasivenessmaybeincompatiblewithcellproliferation [110].Accordingly,ithasbeenshownthatgrowtharrestcanbea featureofEMT,forexamplethroughincreasedlevelsofp16ink4a [111]andrepressionofcyclinDexpression[112,113].Consistently, persistent expression of Twisthas beenassociated withmain- tenance of dormancyand quiescence [107]. Conversely,METis associatedwithincreasedproliferation[86].

EMTalsoappearstoplayacriticalroleinthegenerationand maintenance of cancerstem cells,consistent withtheobserva- tionthatmanystemcellgenesareexpressedinmetastaticcancer cells [114,115]. Indeed,EMTincreases thestemness of cells, as aftercompletionofEMTcancercellsexpressmanystemnessmark- ers, they are able toform spheroids in culture, theyare more tumorigenicinxenografttransplantationexperimentsandtheyare moremetastatic[114–116].Abroadspectrumofsignalsfromthe tumormicroenvironmentmaytriggerEMTattheinvasivefront of epithelialmalignancies, wheretumor cellsare indirect con- tactwithstromalcomponentssuchasfibroblasts,myofibroblasts, granulocytes,macrophages,mesenchymalstemcells,andlympho- cytesthatareabletosecretediffusibleEMT-inducingsignals[117], therebyinducingEMT,stemnessproperties,andfacilitatingdetach- mentanddisseminationfromtheprimarysite[118,119].Moreover, quiescentstem-likecancercells areearmarkedbyexpressionof EMTmarkers[75].TheabilityofEMTtoinducebothcellcyclearrest andendowstemnesspropertiesoncellsmaythereforebyofrele- vancetothequiescentCSCsubpopulationsmentionedabove.The inductionofEMTmaycontributetotheplasticityintheCSCpheno- type,forexample,endowingnon-CSCswithstemnessproperties.

However,thedegreetowhichgeneticprogramsthatregulatestem- nessandEMToverlapremainstobeproperlyinvestigated.EMT hasalsobeensuggestedtogeneratemCSCsthatleavetheprimary tumoranddisseminatetodistantsites,subsequentlyundergoing METtoresumegrowthandformmetastasesthatarephenotyp- icallysimilartotheprimarytumorfromwhichtheyarederived [19,86].

Finally, cells that have undergone EMTare foundtoexhibit increasedresistanceagainstmany,butnotallchemotherapeutic agents[116].Interestingly,theconverseisalsotrue:chemicalenti- tieshavebeenfoundthateradicatewithhigherefficacycellsthat haveundergoneEMTascomparedtotheirepithelialcounterparts, raisingthepossibilityofdirectlytargetingcellsthathaveunder- goneEMT[120].

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3. Conceptsofthesoil

Thelastfewyearshaveseenadramaticincreaseinourknowl- edgeaboutkeyconstituentsofthemicroenvironmental“soil”that supportsthesurvivaland outgrowthofthemetastatic“seed”in distantorgans. It hasbecomeclear that themicroenvironment aroundDTCshasaprofoundinfluenceonwhethertheydie,remain dormantorgrowas metastases [7].Different tumortypesmay have differentmicroenvironmental requirementsfor metastatic outgrowth.Suchdifferencesmaycontributetodifferencesinintrin- sicmetastaticpotential,namelythetendencyforsometumortypes (e.g.melanomas)toformmetastasesevenwhentheprimarytumor isverysmall,whileothertumortypes(e.g.basalcellcarcinomas) rarelymetastasizeevenaftersizablegrowthoftheprimarytumor [6].Similarly,particularmicroenvironmentalrequirementsforthe survivalandgrowthofDTCsfromdifferenttypesofcancermay underlieorgan-specificpatternsofmetastasis.

3.1. Inflamingthesituation:anicheoccupation

AmicroenvironmentthatisconducivetothegrowthofDTCs has been termed a metastatic niche [121]. Recent years have seena numberofseminalstudiesthat haveidentifiedkeycon- stituentsofsuchniches.RemodelingoftheECMandrecruitmentof inflammatorycellsandotherBMDCplayacentralrole[122–125].

Growthfactor,cytokines,chemokinesandotherproteinsproduced bycellularcomponentsofthemetastaticnichearepivotalinthe formation of metastatic niches,for the attraction of CTCs, and forthesurvival and outgrowthof DTCs[122–124,126].Anum- berof observations alsosuggest that a perivascular location is a pre-requisitefor DTC survival and outgrowth [73], and there is increasing evidence that hypoxia plays animportant role in themetastasis-promotingfunctionofmetastaticniches[126–128].

Progressivechangesinthestromaofprimarytumorstakesplace duringtumorformationandprogression[129,130],andthereare alsomanysimilaritiesbetweenthesechangesandtheconstituents ofmetastaticniches.

Metastaticnichesmaybefoundendogenouslyinorganswhere metastasesform.Ahigherprevalenceofsuchnichesmayunder- liethepredilectionofDTCstogrowasmetastasesinorganssuch aslymphnodes,lungs,liver,brainandbone.Anumberofobser- vationssuggestthatbyoccupyingthenormalstemcellniche,for exampleinthebonemarrow,DTCsfindaprimednichethatsup- portstheirgrowth[131,132].Nevertheless,endogenousmetastatic nichesareprobablysparselydistributed,whichmayaccountinpart fortheinefficiencyofthemetastaticprocess.Forexample,injection oftensofthousandsoftumorcellsintravenouslyonlygenerates severalhundredmetastases,evenafterseveralroundsofselection fortheabilitytogrowasexperimentalmetastasesinthelungsafter intravenousinjectionwhichwouldbepredictedtohighlyenrichfor cellswithmetastasis-formingability[133].

Remodelingoftheorganmicroenvironmenthasbeendemon- strated in recent years to create metastatic niches that foster theoutgrowthofDTCs.Thesenichescanbeinducedbyprimary tumors prior tothesettling of DTCsin organs – so-called pre- metastatic niches – that can also attract CTCs through growth factors,cytokinesandotherchemoattractantsthatareproduced by niche components [122–124]. In experimentalmodels, pre- metastatic niche formation has been shown to be critical for theformationof fulminantmetastases [122–124].Formation of metastaticnichesafterremovaloftheprimarytumor,forexam- pledue toinflammatory processes, may beresponsible forthe re-activationofdormantDTCs,althoughexperimentalevidenceto supportthisnotionstillremainstobegarnered.

It is notable that many of the components of metastatic nichesandtheirformationarerelatedtoinflammatoryprocesses.

Pro-inflammatorymembersoftheS100familyandmembersof the Serum Amyloid A acute phase proteins have been identi- fied as having a pivotal role in the formation and function of metastaticniches,playingakeyrole,forexample,intherecruit- ment of CD11b+ myeloid cells to these sites [134]. Monocyte and macrophage-specific chemokines are also expressed [123].

The remodeling of the ECM (see below), such as the produc- tion and deposition of fibronectin and the activities of lysyl oxidasesandproteases,isa hallmarkofbothsitesofinflamma- tion and of pre-metastatic niches [135]. Hypoxia, an emerging nichefeaturethatalsoinducesexpressionoflysyloxidases,can alsopromoteinflammatoryresponses[136].Inadditiontoreleas- ing cells from dormancy in the bone [41], VCAM-1expression on tumorcells hasalso been recently shown to mediate their interactionwithmetastasis-associatedmacrophages,providinga survivaladvantage[137].Takentogether,theseobservationssug- gest that the formation of metastatic niches recapitulates the inflammatoryprocessesandtumor–stromainteractionsthatdrive primarytumorgrowth,andtherebyfostersmetastasisformation byDTCs.

3.2. Diggingoverthesoil

RemodelingoftheECMhasemergedasanimportanteventdur- ingtheestablishmentofmetastaticniches.MMP-9,producedfor examplebyVEGFR1+BMDC,isrequiredfortheformationofpre- metastaticnichesandtheoutgrowthofsecondarytumorsinthe lung [122,138].AdditionalECMcomponentssuchasfibronectin [122],periostin[139]andtenascin-C[140]areproducedinthese niches,andexistingECMcomponentsaremodified,forexample throughtheactivityoflysyloxidases,enzymesthatcross-linkcolla- genandelastin[126].Together,theseandothermechanismsserve tomodifytheECM,therebycreatingamicroenvironmentthatis permissiveforthegrowthofDTCs.

ECM remodeling may act in a number of ways to promote theoutgrowthofmetastases.Changesintheconstituentsofthe ECMcanofcourseservetomodifyepitopeswithwhichintegrins and other receptorsonthe surface of tumorcells can interact.

Integrin-mediatedactivationoffocaladhesionkinase(FAK)signal- ingpromotescellsurvivalandproliferation[141]andcanregulate CSCproperties[142].Remodelingof theECMcanalsobesuffi- cient tore-activatedormanttumorcells,for examplemediated byintegrin-FAKsignaling[65,143].Inductionofperiostinexpres- sionbyfibroblastsinmetastaticnichesisrequiredforrecruitment of Wntligandsand themaintenance of CSCproperties inDTCs [139].Evidence is alsoemerging thatan importantoutcome of matrix remodeling is an increase in the stiffness or rigidity of the microenvironment in a manner that can have a profound effectoncellbehavior.Forexample,matrix cross-linkingmedi- ated by the activity of lysyl oxidases increases focal adhesion formation and FAK activation, and promotes invasiveness and malignancy[144].Caveolin1expressiononcarcinoma-associated fibroblasts(CAFs)remodels andstiffenstheECM microenviron- ment, and consequently promotes metastasis formation [145].

MatrixstiffnessalsoregulatestheactivityoftheTAZtranscription co-activatorthatformspartoftheHippopathway[146],andTAZ activityconfersstemnesspropertiesonbreastcancercells[147].

Inhepatocellularcarcinomacells,stiffermatrices werefoundto promoteproliferationandchemoresistance,whilecellssurviving afterchemotherapyonsoftermatricesexhibitedareversibledor- mantphenotypeassociatedwithexpressionofCSCmarkers[148].

Finally,increasedmatrixstiffnessfavorsTGF␤-inducedEMTover apoptosis[149].Thusapictureemergesinwhichenhancedmatrix stiffnessmaintainsorendowsCSCspropertiesontumorcells,can regulatedormancy,anddeterminestheresponsetoEMT-inducing factors.

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3.3. Longrangefertilizersofthesoil

Aremarkablefindingthathasemergedfromthestudyofthe formationofpre-metastaticnichesisthelong-rangesignalingthat allows primarytumors toestablishmetastatic nichestructures.

FactorssuchasVEGF-AandPlGFproducedbyprimarytumorsact distantly onthebone marrowtomobilizeVEGFR1+BMDCthat contributetopre-metastaticnicheformation[122].Similarly,pri- marytumor-derivedVEGF-A,TNF␣andTGF␤induceexpressionof S100A8andS100A9indevelopingpre-metastaticniches,whichin turnrecruitsCD11b+myeloidcells[123].

Recent studies have implicated primary tumor-derived microvesiclesandexosomesinthelong-rangesignalinginvolved inpre-metastatic nicheformation[150].Microvesiclesand exo- somes contain membrane and cytoplasmic proteins, as wellas nucleicacidsderivedfromthecelloforigin.Theycanbetrans- portedviatheblood,andthecargotheycarrycaninteractwith targetcellsand modifytheirbehavior[151].Exosomes released fromratpancreaticadenocarcinomacells togetherwithCD44v6 in the soluble fractioncomplement each otherin generatinga nicheforefficienttumoroutgrowth[152].Microvesiclesreleased fromCD105-positiverenalcarcinomaCSCsstimulateangiogenesis, upregulateVEGF-A,MMP2andMMP9expressioninpre-metastatic sitesinthelung,andpromotelungmetastasis[153].Microvesicles havealsobeenshown tobeinvolvedinthebilateralcommuni- cationbetweentumorcells andfibroblasts,withtumor-derived microvesiclesactingtoupregulateMMP9expressioninfibroblasts [154].

Therequirementforlong-rangesignalsderivedfromprimary tumors that orchestrate theformation of pre-metastaticniches mayaccountfortheassociationbetweenelevatedriskofmetas- tasisdevelopment andincreasing primarytumor size.It would seemreasonabletoassumethatthetumor-derivedgrowthfactors andothersignalingmoleculesinvolvedwouldneedtoriseabove agivensystemicconcentrationthresholdbeforehavinganeffect in thebonemarrow orpotentialsitesof pre-metastatic niches.

Largertumorswouldbeexpectedtoproducemoreoftherequi- sitesignalingmolecules,andthereforetheconcentrationofthese moleculesinthecirculatorysystemshouldalsoriseconcomitantly.

ThusanicheenvironmentthatsupportstheoutgrowthofDTCsas metastasesmayonlydeveloponcetheprimarytumorreachesa sufficientsizetoproduceenoughsignalingmoleculestoactivate nicheformation.

4. Puttingitalltogether:conflictingorcompatible concepts?

As outlined above,a number of novel conceptshave arisen recentlyasaresultofnewgroundbreakingexperiments,andexist- ingconceptshavealsobeenmodifiedasaresult.Theseconcepts oftenonlyconsideroneparticularaspectofmetastasis,andnone ofthemcompletelyexplaintheprocess,noraccountforallexper- imentalfindings.Isitpossibletosynthesizeaconceptonthebasis ofthedatathathasbeengeneratedtodatethatunifiesthesedif- ferentconceptsandprovidesamorecomprehensiveoverviewof theprocessofmetastasis?Someoftheconceptsaboveareappar- entlyconflicting,forexampleregardingthequestionofwhether themetastaticdisseminationthatultimatelygivesrisetometas- tasisisanearlyeventaftertumorigenesisorratheroccurslatein tumordevelopment.Itispossiblethatnosingleconceptexplains theprocessofmetastasis,andthatthemechanismsdifferbetween cancertypesorevenbetweenindividualpatients.Nevertheless, theprocessofmetastasisiscomparableformanydifferenttypes ofcancer(localprogressionandinvasion,transportinthecircula- torysystem,extravasation,survivalandgrowthat(oftensimilar)

secondarysites),suggestingthatcommonmechanismsareprob- ably operative. Furthermore, there are considerable similarities betweenseveraloftheconceptsoutlinedabove,whichprovidea foundationforputtingtogetherthepiecesofthemetastasisconcept jigsawpuzzle.

Strikingareasofconvergencearethecommonalitiesthathave emergedbetweentheregulationofEMT,stemness,dormancyand therapyresistance.Manyofthesearepointedoutabove.Thesim- ilaritiesbetweenCSCsand cellsthathave undergoneEMThave beenrecentlyextensivelyreviewed[110,116].Afurtherexample isprovidedbyCXCR4.InadditiontomarkingCSCsthatwillform metastases,CXCR4anditsligandSDF-1havebeenimplicatedin regulatingEMTin breastcancer[155],oral SCC[156]and pan- creatic cancercells[157],and probablyactinconjunction with TGF␤[158,159].Similarly,CXCR4isassociatedwithchemoresis- tance[160]andreversibledormancy[148].

Itisalsostrikingthatmanyoftheconstituentsthathavebeen describedasbeingcrucialformetastaticnichefunctionserveto regulate EMT, stemness, dormancyand therapy resistance. For example, VEGF-Adrivesthe formationof pre-metastatic niches [122],createsaperivascularnichethatmaintainsthestemnessof skintumorCSCs[59]andsuppressesdormancy[73].EMTisinduced byinflammatoryregulatorsthatarepresentinmetastaticniches [161],asexemplifiedbyIL-1␤inheadandneckcancer[162].The ECMremodelingthattypicallyoccursininflammationandfibrosis isverysimilartothatfoundinmetastaticniches,andcontributes toEMT[95].Consistently,thelysyloxidaseLOXL2inducesEMT viaincreasingthestabilityandactivityofSnail1[163].MMPsare alsoactivatedinthemetastaticnicheandinduceEMT[164].The metastaticnicheconstituentperiostinregulatesCSCproperties,as wellasEMT[165].HypoxiapromotesCSCstemness,as wellas theformationofaCSCniche[166].Furthermore,hypoxiaisalso apotentandreversibleinducerofEMT[98],anda recentstudy implicatesitininducingdormancyinglioblastomaCSCs[167].

5. Thestromalprogressionmodel

Theaboveobservationsindicatethatthereisatightintercon- nectionbetweenEMT,stemness,dormancyandtherapyresistance, anditislikelythatthemetastaticnicheplaysacriticalroleinreg- ulatingtheseprocessesatsiteswheresecondarytumorsdevelop.

Theseandtheotherobservationsdescribedaboveallowustoten- tativelysuggestaconceptofmetastasisthatwehavecalledthe stromalprogressionmodel(Fig.1).Thetumorstromaiscomprised ofECM,non-malignantcellsandthesignalingmoleculestheypro- duce.Inthestromalprogressionmodel,progressiveco-evolution ofthetumorstromaandthegeneticmake-upoftumorcellsatboth theprimaryandsecondarysitesprovidetheplatformrequiredfor metastasisformation.Thismodelaccommodatesmanyaspectsof thedisparatemodelsandtheoriesthathavebeensuggestedtodate, andisoutlinedindetailinthefollowingtext.

Similar to clonal selection models, the stromal progression model suggeststhatserial acquisitionofgeneticmutationsand aberrations driven by increasing genomic instability occurs in tumorcellsduringprimarytumorprogression,togetherwithepige- neticchanges.However,stromalprogressionalsooccursinparallel, forexampletheprogressiveremodelingoftheECMinthetumor, activationandrecruitmentofstromalcellssuchasfibroblastsand BMDC, regional hypoxia,theinduction of angiogenesisand the developmentofaninflammatorymilieu.Breachofthebasement membraneandsubsequentinvasionfurtherexposestumorcells tonewmicroenvironments and furtherstimulates stromalpro- gression.Thusthedynamicstepwisemutualandinterdependent cross-regulation betweentumorandstromalcells leadstopro- gressionofthetumorasawhole.Intheabsenceofanappropriate

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Fig.1.Thestromalprogressionmodel.Duringthedevelopmentoftheprimarytumor,progressivegeneticandepigeneticchangestakeplaceintumorcells(upperpanel).

Inparallel,thestromaassociatedwiththetumorcellsalsobecomesprogressivelymodified,forexamplethroughextracellularmatrixremodelingandtheactivationand recruitmentofcellssuchascarcinoma-associatedfibroblasts(CAFs),tumor-associatedmacrophages(TAMs)andothercellsoftheimmunesystem.Forthesakeofclarity,only someofthesechangeshavebeendepicted.Interactionsbetweenthetumorstromaandtumorcellsmodifythestemnesspropertiesofthetumorscells,forexamplethrough epithelial–mesenchymalandmesenchymal–epithelial-liketransitions(EMTandMET),whichregulatesthecancerstemcell(CSC)subpopulation.Disseminationfromthe primarytumorbeginsearly.Uponenteringthesecondarysite,disseminatedtumorcells(DTCs)haveanumberofpossiblefates,someofwhicharedepictedinthelefthand sidebox,bottompanel.TheseinitialfatesaredeterminedbytheunderlyinggeneticandepigeneticstatusoftheDTC,andthroughinteractionswiththemicroenvironment atthesecondarysite.EMT-andMET-liketransitions,furthergeneticprogressioninthetumorcells,andstromalprogressioninthemicroenvironmentcansubsequently alterDTCfateandleadtothegrowthofovertmetastases.Continuingmutualinteractionsbetweentumorcellsandstromalcellsatthesecondarysitestimulatestromal progression,asintheprimarytumor.Furthermore,astheprimarytumorgrows,increasingamountsofmetastaticniche-inducingfactorsaccumulatesystemically,resulting ininductionofstromalprogressionatthesecondarysite,andmetastaticnicheformation.MetastaticnicheformationcanoccurpriortosettlingofDTCsatthesecondary site,asinthecaseofpre-metastaticnichesthatprimethemicroenvironmenttosupportoutgrowthofincomingDTCs.Self-seedingoftheprimarytumorormetastasis,or cross-seedingbetweentheprimarytumoranditsmetastasismaycontributetotheoverallmake-upofthetumorcellpopulationattheprimaryandsecondarysites.

stromalcompartment,thegeneticandepigeneticchangesintumor cellsareinsufficienttosupporttumorgrowthandsurvival.Tumor progressionisthereforebuiltonafoundationofgeneticandepi- geneticchangesintumorcells,butisalsoabsolutelydependent onstromal progression in parallel (Fig. 1).Animportant result oftheinterplaybetweentumorcellsandthestromaisthegen- erationof CSCs that drivetumorgrowth,whose properties are determinedbytheirunderlyinggeneticmakeup,butalsobythe microenvironment,ina processthatinvolvesdynamicEMTand METtransitionsthatmayonlybepartial.Thesetransitionsalsocon- tributetotumorcellsurvival,andregulatedormancy,invasiveness andtherapyresistance, andcanoccurinboth CSCandnon-CSC populations. This aspectof the stromal progression model has

parallelswiththedynamicheterogeneitymodelproposeddecades ago[29].

Cancercelldisseminationbeginsearly,forexampleafterescape fromoncogene-inducedsenescence[43],andcontinuesthrough- out tumorgrowth and progression. CTCs leaving thetumor no longerhave contactwiththesupportivestromal microenviron- ment they are accustomed to, and the genetic and epigenetic changestheycarryareusually insufficienttosupporttheirsur- vivalorgrowthasafulminantmetastasis.Anappropriatestromal compartmentthereforehastobere-establishedatsecondarysites ifDTCsaretosurviveandgrowoutasmetastases.DTCsthatdo notend upinanappropriate microenvironment(orwhichcan- notinitiateone)eitherdieorremaindormant,probablyeventually

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regressing.Ifthemicroenvironmentsupportsthesurvivalofthe DTCs,orismodifiedtosupporttheirsurvival,thentheDTCscan continue to acquire genetic mutations and aberrations at sec- ondarysites,andprogressgeneticallyinparalleltotumorscellsin theprimarytumor,asforeseenintheparallelprogressionmodel.

However,concurrentstromalprogressionalsoaccompaniesthese geneticchangesinthetumorcellsatthesecondarysite,similarto thecaseintheprimarytumor(Fig.1).

Stromalprogressionalsotakesplaceatsecondarysitestoform microenvironmentsthat supportoutgrowthofmetastases. Such microenvironmentsmaybeinitiatedanddevelopedinanumber ofconceivableways:(i)DTCsmaysettleinpre-existingmicroen- vironments that providestromal componentsthey need.These maybenormal stemcellniches,forexample,orpre-metastatic nichesinducedbytheprimarytumor.(ii)Factorsproducedbythe DTCsthemselvesmayactonthesurroundingstromaandinitiate orcontributetothestromalprogressionthatultimatelysupports secondarytumorgrowth.Thusgeneticchangesintumorcellscan promotestromalprogression.(iii)Tumor–stromainteractionsin theprimarytumorproduceincreasingquantitiesof solublefac- tors asthetumorsgrow, suchasgrowthfactors,cytokinesand chemokines. These begin to accumulate systemically and ulti- mately inducethe formation of metastatic niches as described above,eitherpre-metastaticallyorafterthedisseminationofDTCs.

Hencethesizeoftheprimarytumorcorrelateswiththeincidence of metastasis,assizeis proportionateto theamountoffactors produced.(iv)Onceaprimarytumorhasbeenremoved,parallel geneticprogressionintheDTCsand/orassociatedstromalprogres- sionmayeventuallyleadtooutgrowthofmetastases.Inaddition, otherpathologicaleventssuchastissuetraumaorchronicinflam- mationmayrelease sufficient systemic levelsofgrowthfactors and cytokinesthat inducemetastatic nicheformationsuchthat metastatic niche formation is kick-started and/or stromal pro- gressionis supported.Removalof theprimary tumormay also removecirculatingfactorsthatwererepressingdistantmetastatic outgrowth,suchasangiogenesisinhibitorsormatrixremodeling enzymes.

Inthestromalprogressionmodel,formationof(pre)metastatic niches can constitute an important component of the stromal remodelingrequiredatsecondarysitesfortheoutgrowthofmetas- tases(Fig.1).Asintheprimarytumor,theinteractionoftumorcells withthestromalmicroenvironmentatthesesitesplaysakeyrole inregulatingmetastableEMT–MET-liketransitionsthatdetermine stemnessproperties,controldormancy,providesurvivalfunctions andmodulateresistancetotherapy.ThusEMTcanendowCSCsin theprimarytumorwithmigratorypropertiesthatcanbereversed atsecondary sitesthroughMETin responsetoa newmicroen- vironment, ashas beensuggested [19]. Inthe absenceof MET, thesecellsmayremaindormantduetothequiescence-promoting effectsofEMT.Similarly,non-CSCDTCsthatsurvivemayeventu- allyacquirestemnessproperties,forexamplethroughepigenetic changesinresponsetoEMTinducedwhenanappropriatestromal environmentdevelops,and/orthroughgeneticchanges.Hencethe propertiesofthetumorcells,thenatureofthesurroundingstroma, theinteractionbetweenthetwocompartments,andthecontinu- inginterdependentprogressiveevolutionofthetumorcellsandthe tumorstromaacttogethertodeterminethestemnessproperties requiredfortheoutgrowthofmetastases,regulatethere-activation ofdormantcells and determinesensitivity totherapy.Like pri- marytumors,metastasesmaydisseminatecells,andcross-seeding betweenprimarytumorand theirmetastasesmaycontributeto thesimilaritiesbetweenthemthatareobservedhistologicallyand intranscriptomicstudies.

Thestromalprogressionmodelsuggeststhatthesparseexis- tenceofappropriateendogenousstromalmicroenvironmentsthat areabletosupporttumorgrowthcontributestothelowefficiency

of metastasisformationin experimentalmetastasisassays. This may alsobe a reason why largenumbersof cells arerequired togetanefficient“takerate”inexperimentalanimals,and why providingconstituentsofasupportivestroma,forexampleinthe formofMatrigel,increasestakerate.Themodelalsoprovidesan explanationforwhycontinuouspassagingoftumorcellsinexperi- mentalanimalsandselectionforgrowthinparticularorganswould giverisetotumorcellsthatmetastasizeefficientlytotheorgan inquestion.Here,tumorcellsareselectedthathavetheabilityto interactwithparticularstromalmicroenvironmentsoftheorgan concerned,toinducestromalprogressioninthosemicroenviron- ments,and/ortoundergogeneticorepigeneticchangesinresponse totheendogenousorinducedmicroenvironment.

6. Conceptsandclinicalperspectives

While the stromal progression model incorporates many theories, observations and experimental findings, several open questionsremain.Majorissuesincludethetimingofdissemina- tionofthemetastaticseed,thedegreetowhichtheregulationof stemnesspropertiesoverlapswiththepathwaysthatcontrolEMT, dormancyandtherapyresistance,keystagesinstromalprogres- sion,andthemutualinterdependencebetweengeneticchangesin cancercellsandchangesintheassociatedstroma.Understanding howmetastasisworksisofmorethanjustacademicinterest,asan accurateconceptualgraspoftheprocessisfundamentaltoeffec- tivetherapy.Forexample,ifthetumorcellsthatseedmetastases disseminatelate,awindowofopportunityopenstoremovethe primarytumorbeforemetastaticdepositshavetakenroot.Ifon theotherhand,earlydisseminationandparallelprogressionisthe overridingmodeofmetastaticseeding,thenatthetimeofcancer diagnosis,DTCswiththepotentialtodevelopintometastaseswill alreadybepresent,andthereforethetherapeuticstrategywillneed tobedifferent.Anotherimplicationofparallelprogressionisthat thechoiceoftargetedtherapiestotreatmetastasesshouldbebased onmolecularandbiologicalfeaturesobservedinmetastasesrather thaninprimarytumors[22].

ThedormancyofDTCsoverlongperiodsoftimeandtheirrel- ativestability,togetherwithrelapseoccurringmanyyears after diagnosis,surgeryandinitialtreatmentdemandsthatmoreeffort isplacedonunderstandingtheregulationofdormancy.Thismay provideanovelopportunitytopreventmetastaticoutgrowthand keepdisseminatedcancerasadormant,chronicbutmanageable disease.Keyissuesaretounderstandhowquiescent,disseminated cancercellsinteractwiththemicroenvironment,andtodefinethe criticalcuesthatawakecancercellsformdormancyandallowthem toprogresstofullmetastasis.

Understandingthenatureofthetumorcellsthatinitiatemetas- tasescouldbekeytosuccessfultherapy.Ifmetastasesareseeded byparticularCSCsubpopulations,thentargetingthemwouldbe expectedtoeffectivelysuppressmetastasisformation.Theexpres- siononCSCsofspecificmembersofthefamilyofCXCchemokines receptorshasrecentlyreceivedinterestinthisregard.Chemokines serve as chemoattractants for cells endowed with CXC recep- torssuchasCXCR4andCXCR1thathavebeenfoundtoearmark migratorysubpopulationsofCSCsinpancreaticandbreastcancer, respectively[47,168].SelectiveblockadeofCXCR1targetsbreast CSCsinhumanxenograftsslowdownprimarytumorgrowthand reduce metastasisformation [169]. Clinical trials withpharma- cological inhibitors and monoclonalantibodies directedagainst specificCXCRswillassesstheircapacitytoblockCSCsdissemina- tionandpreventmetastasisformationin cancerpatients.These and similarstudiesmayprovidenoveltherapeuticstrategies to selectivelytargetcancerCSCsafterdisseminationthroughoutthe bodyofthecancerpatientandpreventthemfromformingdistant metastases.

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In the context of biomedical information retrieval (IR), this paper explores the relationship between the document’s global context and the query’s local context in an attempt

As the structure of the alphavirus nsP1 is not known, we developed an enzyme based assay to select among approved compounds small molecules inhibiting one of the step

Here we consider a simple hydrometeorological flood forecasting chain composed of three elements: (a) Lim- ited Area Model precipitation predictions, (b) ensembles of

Susceptibility map of the landslide reactivation hazard obtained from the 1952 data layers: slope Aspect, Planform curvature,.. Vegetation index and Focal

Marine carbonate production thus gives rise to a negative feedback on climate change, as by suppressing calcification, fossil fuel CO 2 emissions will cause a reduction in the rate

— Le Conseil supérieur de l’éducation rend public aujourd’hui un avis intitulé La formation à distance dans les universités québécoises : un potentiel à optimiser, lequel a