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BreastMRI

AdvancesinMagneticResonance TechnologyandApplicationsSeries

SeriesEditors

In-YoungChoi,PhD

DepartmentofNeurology,DepartmentofRadiology,DepartmentofMolecular&Integrative Physiology,HoglundBiomedicalImagingCenter,UniversityofKansasMedicalCenter,KansasCity, KS,UnitedStates

PeterJezzard,PhD

WellcomeCentreforIntegrativeNeuroimaging,NuffieldDepartmentofClinicalNeurosciences UniversityofOxford,Oxford,UnitedKingdom

BrianHargreaves,PhD

DepartmentofRadiology,DepartmentofElectricalEngineering,DepartmentofBioengineering StanfordUniversity,Stanford,CA,UnitedStates

GregZaharchuk,MD,PhD

DepartmentofRadiology,StanfordUniversity,Stanford,CA,UnitedStates

Titlespublished:

Volume1–QuantitativeMagneticResonanceImaging–EditedbyNicoleSeiberlichandVikasGulani Volume2–HandbookofPediatricBrainImaging–EditedbyHaoHuangandTimothyRoberts

Volume3–HyperpolarizedCarbon-13MagneticResonanceImagingandSpectroscopy–Editedby PederLarson

Volume4–AdvancedNeuroMRTechniquesandApplications–EditedbyIn-YoungChoiandPeter Jezzard

Volume5–BreastMRI-EditedbyKatjaPinker,RitseMannandSavannahPartridge

KatjaPinker,MD,PhD

DepartmentofRadiology,BreastImagingService,MemorialSloan KetteringCancerCenter,NewYork,NY,UnitedStates

RitseMann,MD,PhD

DepartmentofMedicalImaging,Radboudumc,Nijmegen, Netherlands; DepartmentofRadiology,TheNetherlandsCancerInstitute, Amsterdam,Netherlands

SavannahPartridge,PhD

DepartmentofRadiology,UniversityofWashington,Seattle,WA, UnitedStates

AcademicPressisanimprintofElsevier 125LondonWall,LondonEC2Y5AS,UnitedKingdom 525BStreet,Suite1650,SanDiego,CA92101-4495,UnitedStates 50HampshireStreet,5thFloor,Cambridge,MA02139,UnitedStates TheBoulevard,LangfordLane,Kidlington,OxfordOX51GB,UnitedKingdom

Copyright 2022ElsevierInc.Allrightsreserved.

Nopartofthispublicationmaybereproducedortransmittedinanyformorbyanymeans,electronic ormechanical,includingphotocopying,recording,oranyinformationstorageandretrievalsystem,without permissioninwritingfromthepublisher.Detailsonhowtoseekpermission,furtherinformationabout thePublisher’spermissionspoliciesandourarrangementswithorganizationssuchastheCopyrightClearance CenterandtheCopyrightLicensingAgency,canbefoundatourwebsite: www.elsevier.com/permissions.

ThisbookandtheindividualcontributionscontainedinitareprotectedundercopyrightbythePublisher (otherthanasmaybenotedherein).

Notices

Knowledgeandbestpracticeinthis fieldareconstantlychanging.Asnewresearchandexperiencebroadenour understanding,changesinresearchmethods,professionalpractices,ormedicaltreatmentmaybecome necessary.

Practitionersandresearchersmustalwaysrelyontheirownexperienceandknowledgeinevaluatingandusing anyinformation,methods,compounds,orexperimentsdescribedherein.Inusingsuchinformationormethods theyshouldbemindfuloftheirownsafetyandthesafetyofothers,includingpartiesforwhomtheyhave aprofessionalresponsibility.

Tothefullestextentofthelaw,neitherthePublishernortheauthors,contributors,oreditors,assumeanyliability foranyinjuryand/ordamagetopersonsorpropertyasamatterofproductsliability,negligenceorotherwise,or fromanyuseoroperationofanymethods,products,instructions,orideascontainedinthematerialherein.

ISBN:978-0-12-822729-9 ISSN:2666-9099

ForinformationonallAcademicPresspublicationsvisitourwebsiteat https://www.elsevier.com/books-and-journals

Publisher: MaraE.Conner

AcquisitionsEditor: TimPitts

EditorialProjectManager: EmilyThomson

ProductionProjectManager: NirmalaArumugam

CoverDesigner: MatthewLimbert

TypesetbyTNQTechnologies

Pseudoangiomatousstromalhyperplasia.............................................................122

CHAPTER15Breastaugmentationandpostmastectomyautologousbreast

reconstructiononbreastMRI ........................................................

261

JuliaCamps-HerreroandSilviaPe´rez-Rodrigo

Introduction..........................................................................................................261

Breastaugmentationandimplant-basedreconstruction.....................................262

Freesiliconeinjection.........................................................................................283

Free-fatinjection,lipofilling,lipomodeling,orautologousfatgrafting............283

Autologousflaps..................................................................................................286

Latissimusdorsiflap............................................................................................294

TRAM(transverserectusabdominusmuscle)flap.............................................295

DIEP(deepinferiorepigastricperforator)flap...................................................296

EraldaMemaandRichardHa Introduction..........................................................................................................323

Anatomyoftheaxilla..........................................................................................324

Spreadofmetastaticdiseasetoaxillarylymphnodes........................................324 Evaluationofaxillarylymphnodes....................................................................324

MRimagingoftheaxilla....................................................................................325

DetectionofabnormalaxillarylymphnodesonMRI........................................326

Clinicalmanagementofmetastaticaxillarylymphnodes.................................329

Radiotherapy........................................................................................................329

Chemotherapy......................................................................................................330

Thecontroversialroleofimaginginaxillarystaging........................................330

RoleofMRIinthedetectionandtreatmentofoccultprimarybreast cancer...................................................................................................................330

Interventionaltechniquesforaxillarylymphnodelocalizationand

DWMRIasasupplementtoconventionalDCE-MRI.......................................385

CHAPTER21Metabolicimagingusingultra-highfieldMRI ..............................

LiekevandenWildenberg,JannieP.WijnenandDennisW.J.Klomp Introduction..........................................................................................................411

CHAPTER22QuantitativeDCE-MRIoftheBreast ...............................................

WeiHuang

CHAPTER23DiffusionMRIofthebreast:standardandadvanced techniques

MayaHonda,EricSigmund,MasakoKataoka,DenisLeBihanand MamiIima Introduction..........................................................................................................459

CHAPTER24MRspectroscopy ............................................................................

SunithaThakurandAlmirBitencourt Introduction..........................................................................................................485

CHAPTER25EmergingtechniquesinbreastMRI ...............................................

AnumS.Kazerouni,AdrienneN.Dula,AngelaM.Jarrett, GuillermoLorenzo,JaredA.Weis,JamesA.Bankson, EduardY.Chekmenev,FedericoPineda,GregoryS.Karczmarand ThomasE.Yankeelov

Introduction..........................................................................................................504

Ultrafastdynamiccontrast-enhancedimaging....................................................504

Magneticresonanceelastography.......................................................................507

Magnetizationtransferandchemicalexchangesaturationtransfer...................509

Magneticresonancespectroscopy.......................................................................512

Hyperpolarized[1-13C]-pyruvate........................................................................514

MRI-constrainedradiomicsandhabitatimaging................................................517

MRI-constrainedmathematicalmodeling...........................................................519

SECTION6 Hybridimagingandalternativetechniques

CHAPTER26PET/MRIhybridimagingandtargetedtracers

ValeriaRomeo,JulianKirchner,ChristophRischpler,LaleUmutluand

CHAPTER27CompetingandalternativetechniquestobreastMRI

MollyHoganandMaxineJochelson

Contrast-enhancedmammography......................................................................557

Breast-specificgammaimagingandmolecularbreastimaging.........................565

Positronemissiontomographyandpositronemissionmammography ofthebreast.........................................................................................................569

Futuredirections..................................................................................................569 References............................................................................................................570

SECTION7 PrognosticandpredictiveMRimagingbiomarkers

CHAPTER28MRIradiomicsandradiogenomicsforbreastcancer ..................

VivianBelenky,RheaChitaliaandDespinaKontos

Introduction..........................................................................................................575

Prognosticandpredictiveradiomicbiomarkersforbreastcancer.....................578

CHAPTER29Breastimaginganddeeplearning:past,present,andfuture ......

SarahEskreis-Winkler,JonasTeuwenandSeanBenson

Thispageintentionallyleftblank

Contributors

HiroyukiAbe,MD,PhD

DepartmentofRadiology,TheUniversityofChicagoMedicine,Chicago,IL,UnitedStates

NitaAmornsiripanitch,MD

DepartmentofRadiology,BrighamandWomen’sHospitalandHarvardMedicalSchool,Boston, MA,UnitedStates

FirouzehK.Arjmandi,MD

DepartmentofRadiology,BreastImagingDivision,TheUniversityofTexasSouthwesternMedical Center,Dallas,TX,UnitedStates

DanaAtaya,MD

DepartmentofDiagnosticImagingandInterventionalRadiology,DivisionofBreastImaging,H. LeeMoffittCancerCenterandResearchInstitute,FL,UnitedStates

AlexandraAthanasiou,MD,MSc

DepartmentofRadiology,BreastImagingService,MITERAHospital,Athens,Greece

DalyAvendano,MD

DepartmentofBreastImaging,BreastCancerCenterTecSalud,InstitutoTecnolo ´ gicodeEstudios Superiores(ITESM)Monterrey,NuevoLeon,Mexico

PascalA.T.Baltzer,MD

DepartmentofBiomedicalImagingandImage-guidedtherapy,DivisionofMolecularand StructuralPreclinicalImaging,MedicalUniversityofVienna,Vienna,Austria

JamesA.Bankson

DepartmentofImagingPhysics,TheUniversityofTexasMDAndersonCancerCenter,Houston, TX,UnitedStates

VivianBelenky,MS

DepartmentofRadiology,UniversityofPennsylvania,Philadelphia,PA,UnitedStates

SeanBenson,PhD

NetherlandsCancerInstitute,Amsterdam,TheNetherlands

SonyaBhole,MD

DepartmentofRadiology,NorthwesternMedicinePrenticeWomen’sHospital,Chicago,IL,United States;DepartmentofRadiology,NorthwesternUniversityFeinbergSchoolofMedicine,Chicago, IL,UnitedStates

AlmirBitencourt,MD,PhD

ImagingDepartment,A.C.CamargoCancerCenter,SaoPaulo,Brazil

JuliaCamps-Herrero,MD

DepartmentofBreastHealth,Radiology,RiberaHospitals,Valencia,Spain

EduardY.Chekmenev

DepartmentofChemistry,KarmanosCancerInstitute,IntegrativeBiosciences,WayneState University,Detroit,MI,UnitedStates;RussianAcademyofSciences,Moscow,Russia

YunAnChen,MD

DepartmentofRadiology,UniversityofWashington,Seattle,WA,UnitedStates

RheaChitalia,PhD

DepartmentofRadiology,UniversityofPennsylvania,Philadelphia,PA,UnitedStates

NariyaCho,MD,PhD

DepartmentofRadiology,SeoulNationalUniversityHospital,SeoulNationalUniversityCollegeof Medicine,Seoul,SouthKorea

EthanOrenCohen,MD

DepartmentofBreastImaging,DivisionofDiagnosticImaging,TheUniversityofTexasMD AndersonCancerCenter,Houston,TX,UnitedStates

ChristopherComstock,MD

DepartmentofRadiology,BreastImagingService,MemorialSloanKetteringCancerCenter,New York,NY,UnitedStates

BasakE.Dogan,MD

DepartmentofRadiology,BreastImagingDivision,TheUniversityofTexasSouthwesternMedical Center,Dallas,TX,UnitedStates

MicheleB.Drotman,MD

DepartmentofRadiology,WeillCornellMedicalCollege,NewYork,NY,UnitedStates

AdrienneN.Dula,MD

DepartmentofNeurology,TheUniversityofTexasatAustin,Austin,TX,UnitedStates

SarahEskreis-Winkler,MD,PhD

DepartmentofRadiology,MemorialSloanKetteringCancerCenter,NewYork,UnitedStates

SarahFriedewald,MD

DepartmentofRadiology,NorthwesternMedicinePrenticeWomen’sHospital,Chicago,IL,United States;DepartmentofRadiology,NorthwesternUniversityFeinbergSchoolofMedicine,Chicago, IL,UnitedStates

FrancescaGalati,MD,PhD

DepartmentofRadiological,OncologicalandPathologicalSciences,SapienzaUniversityofRome, Rome,Italy

LarsJ.Grimm,MD,MHS

DepartmentofRadiology,DukeUniversity,Durham,NC,UnitedStates

RichardHa,MD,MS

DepartmentofRadiology,ColumbiaUniversityMedicalCenter,NewYork,NY,UnitedStates

MollyHogan,MD

DepartmentofRadiology,BreastImagingService,MemorialSloanKetteringCancerCenter,New York,NY,UnitedStates

MayaHonda,MD

DepartmentofDiagnosticImagingandNuclearMedicine,KyotoUniversityGraduateSchoolof Medicine,Kyoto,Japan;DepartmentofDiagnosticRadiology,KansaiElectricPowerHospital, Osaka,Japan

WeiHuang,PhD

AdvancedImagingResearchCenter,OregonHealth&ScienceUniversity,Portland,OR,United States

MamiIima,MD,PhD

DepartmentofDiagnosticImagingandNuclearMedicine,KyotoUniversityGraduateSchoolof Medicine,Kyoto,Japan;InstituteforAdvancementofClinicalandTranslationalScience(iACT), KyotoUniversityHospital,Kyoto,Japan

AngelaM.Jarrett

OdenInstituteforComputationalEngineeringandSciences,TheUniversityofTexasatAustin, Austin,TX,UnitedStates;LivestrongCancerInstitutes,TheUniversityofTexasatAustin,Austin, TX,UnitedStates

MaxineJochelson,MD

DepartmentofRadiology,BreastImagingService,MemorialSloanKetteringCancerCenter,New York,NY,UnitedStates

TheodoraKanavou,MD,PhD

PrivateMedicalPractice,Larissa,Greece

GregoryS.Karczmar,MD

DepartmentofRadiology,TheUniversityofChicago,Chicago,IL,UnitedStates

MasakoKataoka,MD,PhD

DepartmentofDiagnosticImagingandNuclearMedicine,KyotoUniversityGraduateSchoolof Medicine,Kyoto,Japan

AnumS.Kazerouni

DepartmentofRadiology,UniversityofWashington,Seattle,WA,UnitedStates

S.GeneKim,PhD

DepartmentofRadiology,WeillCornellMedicalCollege,NewYork,NY,UnitedStates

JulianKirchner,MD

DepartmentofDiagnosticandInterventionalRadiology,MedicalFaculty,UniversityDusseldorf, Dusseldorf,Germany

DennisW.J.Klomp,PhD

DepartmentofRadiology,UniversityMedicalCenterUtrecht,Utrecht,Netherlands

DespinaKontos,PhD

DepartmentofRadiology,UniversityofPennsylvania,Philadelphia,PA,UnitedStates

DenisLeBihan,MD,PhD

NeuroSpin,JoliotInstitute,Paris-SaclayUniversity,CEA-SaclayCenter,Gif-sur-Yvette,France

JessicaWaiTingLeung,MD

DepartmentofBreastImaging,DivisionofDiagnosticImaging,TheUniversityofTexasMD AndersonCancerCenter,Houston,TX,UnitedStates

RobertoLoGullo,MD

DepartmentofRadiology,BreastImagingService,MemorialSloanKetteringCancerCenter,New York,NY,UnitedStates

GuillermoLorenzo

OdenInstituteforComputationalEngineeringandSciences,TheUniversityofTexasatAustin, Austin,TX,UnitedStates;DepartmentofCivilEngineeringandArchitecture,UniversityofPavia, Pavia,Italy

RitseM.Mann,MD,PhD

DepartmentofMedicalImaging,Radboudumc,Nijmegen,Netherlands;Departmentof Radiology,TheNetherlandsCancerInstitute,Amsterdam,Netherlands

MariaAdeleMarino,MD

DepartmentofBiomedicalSciencesandMorphologicandFunctionalImaging,Universityof Messina,Messina,Italy

EraldaMema,MD

DepartmentofRadiology,WeillCornellMedicalCenter,NewYork,NY,UnitedStates

ClaireHelenMeriwether,MD

DepartmentofRadiology,UniversityofCalifornia,SanDiego,CA,UnitedStates

NaokoMori,MD,PhD

DepartmentofDiagnosticRadiology,TohokuUniversityGraduateSchoolofMedicine,Sendai, Japan

LindaMoy,MD

DepartmentofRadiology,NYUGrossmanSchoolofMedicine,NewYork,NY,UnitedStates

MarybethNedrud,MD,PhD

DepartmentofRadiology,DukeUniversity,Durham,NC,UnitedStates

BethanyL.Niell,MD,PhD

DepartmentofDiagnosticImagingandInterventionalRadiology,DivisionofBreastImaging,H. LeeMoffittCancerCenterandResearchInstitute,FL,UnitedStates

HaydeeOjeda-Fournier,MD

DepartmentofRadiology,UniversityofCalifornia,SanDiego,CA,UnitedStates

SavannahPartridge,PhD

DepartmentofRadiology,UniversityofWashington,Seattle,WA,UnitedStates

FedericaPediconi,MD

DepartmentofRadiological,OncologicalandPathologicalSciences,SapienzaUniversityofRome, Rome,Italy

SilviaPe ´ rez-Rodrigo,MD

DepartmentofBreastRadiology,MDAndersonCancerCenter,Madrid,Spain;Departmentof BreastRadiology,HospitalQuiro ´ nLaLuz,Madrid,Spain

FedericoPineda

DepartmentofRadiology,TheUniversityofChicago,Chicago,IL,UnitedStates

KatjaPinker,MD,PhD

DepartmentofRadiology,BreastImagingService,MemorialSloanKetteringCancerCenter,New York,NY,UnitedStates

HabibRahbar,MD

DepartmentofRadiology,UniversityofWashington,Seattle,WA,UnitedStates

RebeccaRakow-Penner,MD,PhD

DepartmentofRadiology,UniversityofCalifornia,SanDiego,CA,UnitedStates

SandraRao,MD

DepartmentofRadiology,NorthwesternMedicinePrenticeWomen’sHospital,Chicago,IL,United States;DepartmentofRadiology,NorthwesternUniversityFeinbergSchoolofMedicine,Chicago, IL,UnitedStates

ChristophRischpler,MD

DepartmentofNuclearMedicine,UniversityHospitalEssen,UniversityofDuisburg-Essen,Essen, Germany

ValeriaRomeo,MD,PhD

DepartmentofAdvancedBiomedicalSciences,UniversityofNaples“FedericoII”,Naples,Italy

DavidSchacht,MD,MPH

DepartmentofRadiology,NorthwesternMedicinePrenticeWomen’sHospital,Chicago,IL,United States;DepartmentofRadiology,NorthwesternUniversityFeinbergSchoolofMedicine,Chicago, IL,UnitedStates

DeepaSheth,MD

DepartmentofRadiology,TheUniversityofChicagoMedicine,Chicago,IL,UnitedStates

EricSigmund,PhD

DepartmentofRadiology,NYULangoneHealth,NewYork,UnitedStates

CarmeloSofia,MD

DepartmentofBiomedicalSciencesandMorphologicandFunctionalImaging,Universityof Messina,Messina,Italy

JaniceS.Sung,MD

DepartmentofRadiology,BreastImagingService,MemorialSloanKetteringCancerCenter,New York,NY,UnitedStates

JonasTeuwen,PhD

NetherlandsCancerInstitute,Amsterdam,TheNetherlands

SunithaThakur,PhD

DepartmentofMedicalPhysics,MemorialSloanKetteringCancerCenter,NewYork,NY,United States;DepartmentofRadiology,MemorialSloanKetteringCancerCenter,NewYork,NY,United States

LaleUmutlu,MD

DepartmentofDiagnosticandInterventionalRadiologyandNeuroradiology,UniversityHospital Essen,Essen,Germany

LiekevandenWildenberg,MSc

DepartmentofRadiology,UniversityMedicalCenterUtrecht,Utrecht,Netherlands

JaredA.Weis,MD

DepartmentofBiomedicalEngineering,WakeForestSchoolofMedicine,Winston-Salem,North Carolina,UnitedStates

JannieP.Wijnen,PhD

DepartmentofRadiology,UniversityMedicalCenterUtrecht,Utrecht,Netherlands

ThomasE.Yankeelov,PhD

OdenInstituteforComputationalEngineeringandSciences,TheUniversityofTexasatAustin, Austin,TX,UnitedStates;LivestrongCancerInstitutes,TheUniversityofTexasatAustin,Austin, TX,UnitedStates;DepartmentofImagingPhysics,TheUniversityofTexasMDAndersonCancer Center,Houston,TX,UnitedStates;DepartmentsofBiomedicalEngineering,Diagnostic Medicine,andOncology,TheUniversityofTexasatAustin,Austin,TX,UnitedStates

Preface

Breastcancerhaslongbeenoneofthemostcommoncancersandcauseofcancer-relateddeaths amongwomenworldwide.Despitenumerousadvancementsinpersonalizedtherapies,earlybreast cancerdetectionremainsofparamountimportance.Specifically,imaging-basedscreeninghas demonstratedclearadvantagestoimprovebreastcanceroutcomes.Inaddition,almostallwomenand asubstantialnumberofmenwillexperiencesomesortofbreast-relatedissueduringtheirlife.While mostofthesecomplaintsrelatetophysiologicalchangesorbenignbreastabnormalities,somearise frombreastcancerthatwhenleftuntreatedbecomesadeadlydisease.Sinceanaccuratediagnosis basedonclinicalassessmentisoftenchallenging,thereisacriticalneedforaccuratenoninvasive imagingmethodstoevaluatebreast-relatedcomplaintsandtodistinguishbenignchangesfrombreast cancer.

Inpastdecades,avarietyofdifferentimagingtechniques(includingbutnotlimitedtoX-raybased, ultrasound,andoptoacousticimaging)havebeenusedfortheassessmentofbreast-relatedcomplaints andthedetectionbreastcancer.Acrossthesetechniques,contrast-enhancedbreastMRIhasprevailed asthemostsensitiveandspecificmethodtodetectanddistinguishbreastcancerfrombenignlesions, toexplainotherfindingsand,whennecessary,toguidetreatment.

Incomparisontomammographyorultrasound,breastMRIisarelativelyyoungtechnique.Initial studiesintheearly1980sfocusedonsignalvariationsinstandardT1-andT2-weightedsequences, withlimitedsuccess.AgamechangerforbreastMRIwastheadditionofafunctionalcomponent throughtheapplicationofanintravenouscontrastagent,whichledtobreastcancerssuddenlybeing easilyidentifiable.Thus,thefirstcontrast-enhancedstudiesinthemid-1980sarenowregardedasthe birthofmodernbreastMRI.

Contrast-enhancedbreastMRIexploitsthewell-documentedhypervascularityofcancersand leakinessoftheneovesselswhichareabundantinandaroundthetumor.Mainlybecauseofextravasation,thecontrastagentaccumulatesinthetumorareaandresultsinthelocalshorteningoftheT1 relaxationtime,leadingtoenhancementonT1-weightedimages.EvenastaticpostcontrastbreastMR imageprovidesfunctionalinformationonthepermeabilityinandaroundalesion.ThissetsbreastMRI apartfromallothercommonlyusedbreastimagingtechniqueswhicharedrivenbymorphologicrather thanfunctionalchanges.Furtherdevelopmentoftechniquestoimprovethevisibilityoflocal enhancement,suchassubtractionandfatsuppressionandthegenerationofmaximumintensity projections,hastransformedbreastMRIintothetechniquethatwearenowallfamiliarwith.

WhileinitiallybreastMRIwasprimarilyreservedforproblemsolving,itrapidlybecameapparent thatthetechniquerevealsbreastcancerthatisoccultonmammographyandultrasound.Thevisualizationofsmalladditionalmalignantsatellitelesionslocatedaroundknowncancersaswellasthe incidentaldetectionofcompletelyoccultcontralateralcancersmadeitveryclearthatweinfactmiss diseasewhenrelyingonanatomicimagingtechniquesalone.ThenextimportantstepintheimplementationofbreastMRIintheclinicalparadigmwasthedevelopmentofMRI-guidedbreastbiopsyin theearly1990s.TheabilitytoselectivelytargetlesionsthatareonlyvisibleonbreastMRIallowedthe avoidanceofunnecessarysurgeriesandpromotedabetterunderstandingofthenaturetheselesions. Similartotheearlierrealizationwithmammographythatcalcificationsmayharborductalcarcinoma insitu(DCIS),itbecameevidentthatwithbreastMRI,notonlyenhancingmassesbutalsospecific

typesofnonmassenhancement(ornonmass-likeenhancementasitwasoriginallycalled)may representhallmarksofbreastcancer,furtherimprovingthesensitivityofbreastMRI.

TostandardizethereportingofMRIofthebreastandtominimizefalse-positiveresultswithout compromisingitssensitivity,theAmericanCollegeofRadiology(ACR)addedanMRIlexicontothe BreastImagingReportingandDataSystem(BI-RADS)atlasin2003,whichfurtherassistedthe recognitionoftheimportantfeaturesofenhancingbreastlesions.

WhilebreastMRIhasseenalotofsuccessintheclinicalparadigm,ithasalsobeenheavilycriticized onseveralaspects.Duetothestrongwishnottomissanycancers,specificitywassacrificedintheearly yearsofitsimplementation.Thisresultedinahighrelativerateoffalse-positivefindingsandsubsequent unnecessarybiopsiesforbenignlesions.InordertoimprovethespecificityofbreastMRI,asearchfor discriminatingfeaturesusingmanydifferentcomplementaryMRIsequenceswasbegun.Initialandlate enhancementpatternsappearedtobequitespecific,withbreastcancersexhibitingrapidwash-inand earlywash-out.Highwatercontentandlowcellularitywerelikewisemainlyobservedinbenignbreast lesions.ThishasledtothealmoststandardincorporationofdynamicacquisitionsacrossbreastMRI protocolsandlateralsoofT2-weightedanddiffusion-weightedimaging(DWI)acquisitions.The resultingmultiparametricprotocolsareregardedasthestate-of-the-artprotocolsforbreastMRI.

ThehighsensitivityofbreastMRIledtoitbeingrapidlyputtouseforthepurposesofbreastcancer screeningandstaging.EarlyreportsonscreeningwithMRIinwomenatincreasedriskappearedinthe early2000sandwererapidlyfollowedbylarge-scalestudies,ultimatelyleadingtotheadoptionof MRIscreeningforwomenwithalifetimeriskof20%ormorebytheAmericanCancerSocietyin 2007.Morerecentstudies,however,showthatthebenefitintermsofearliercancerdetectionand reductionofintervalcancersisnotlimitedtowomenatveryhighrisk,withMRIoutperforming mammographyeveninwomenataveragerisk.Asforbreastcancerstaging,manysocietieshave adoptedbreastMRIforthestagingofwomenwithknownbreastcancer,particularlywhenthewomen areveryyoung,haveverydensebreastsasseenonmammography,orthelesionextentisunclear,such asformanyinvasivelobularcancers.Inlightoftheincreasingpopulationofpatientstreatedwith preoperativesystemictherapy,MRIhasalsobecomeawidelyusedtoolforassessingresponseandis includedinResponseEvaluationCriteriainSolidTumors(RECIST)guidelines.

Noveldevelopmentsandchangestothescreeningparadigmaredrivenbytherealizationthat dependingonthesituation,theapriorilikelihoodthataspecificfindingismalignantvaries.Inhighriskindividuals,lesionsneedtobeassessedinadifferentandusuallymoreextensivemannerthan whenthebaselineriskofcancerisrelativelylow.Withthisinmind,itmaybeadvantageoustoadapt theMRIprotocolappropriatelytoperformarapid“abbreviated”MRIexaminwomenatlowriskof abnormalities,whereasinwomenwithcomplexpathology,thelesionscanbescrutinizedwithfull multiparametricMRIevaluations.

SincedifferentMRIsequencesreflectvaryingunderlyingbiologicalfactors,breastMRImayalso provideimportantpredictiveandprognosticinformationforpatientswithbreastcancer,whichmaybe usedtotailorthetreatment.ThestandardizationandquantificationofMRIsignals,eitherthrough physics-basedapproaches,radiomics,ordeeplearning,mayfurtherleadtothedevelopmentof imaging-basedtumorprofiles.Thisisanexcitingareaofresearchasitmayallowinvivoassessmentof thepresenceofvaryingtumorhabitatswithinasinglepatient,whichcannotbeassessedonabiopsy specimen.Potentially,suchanalysesmaythusbecomplementarytohistopathologicalassessmentand helptoimprovetherapyselection.Thesedevelopmentsthereforeplayakeyroleintheexpandingfield ofprecisionmedicine.

ThenumberofwomenforwhombreastMRIappearstobebeneficialisconstantlyexpandingin avarietyofdifferentclinicalscenarios,includingbutnotlimitedtoscreening,staging,treatment responseassessment,implantevaluation,andproblemsolving.Athoroughunderstandingofthe benefitsandlimitationsofbreastMRIfromphysiciansandresearcherswhoareactivelyinvolvedinthe diagnosisandtreatmentofpatientswithbreastdiseaseaswellasfrompatientsispivotaltoenable a“shareddecision-making”process.

Thisbookaimstoprovideessentialbackgroundknowledgeforclinicalpracticeandresearch endeavorsinthefieldofbreastimaging.Itisdividedintwoparts,eachcomposedofanumberof subsections:

ThefirstpartofthebookdescribesthecurrentstateoftheartinbreastMRI.

•InSection1,standardandabbreviatedbreastMRIprotocolsarefirstdiscussed.Adedicatedchapter coversartifactsonbreastMRI,whichmayaidinovercomingcommonpitfallsinimageacquisition. Thissectionsubsequentlycontinueswithreportingstandards,includingtheassessmentofbreast MRIaccordingtotheBI-RADSlexicon,andtheuseoftheKaiserscoreasasupplementaltool tocharacterizebreastlesions.

•Section2focusesontheappearanceofcommonandlesscommonbenignandmalignantbreast lesions.Chaptersonbenignabnormalities,high-risklesions,DCIS,andinvasivecancers highlightthehallmarkfeaturesofthesevariousentitieswhichareusefulfordiagnosis,aswell asotherattributesthatmayindicatethatcertainlesionsarenotwhattheyseematfirstglance.

•Section3focusesontheindicationsforwhichbreastMRIiscurrentlyused.Thissectionhighlights theroleorMRIinscreening,staging,andassessmentofsystemictreatmentresponse.Inthecontext ofcosmeticandoncoplasticbreastinterventions,twochaptersfocusonthepostoperativebreast, bothtoincreaseawarenessregardingtherelevantsurgicalproceduresandhowtoreport complications,andtodetectrecurrencesinwomenpreviouslytreatedforbreastcancer.

•Section4isconcernedwiththestateoftheartofbreastMRI–guidedinterventions.Thefirst chapterinthissectiondetailsthestandardprocedureandsuccessrateofbreastMRI–guided biopsies.ThenextchapterventuresfurtherintoMRI-guidedminimallyinvasivetherapy.

ThesecondpartofthebookaddressesthefutureofbreastMRIanddiscussesimportantnovel developmentsthatmayeventuallychangethewaywecurrentlyimplementandperformbreastMRI.

•Section5focusesonnovelwaystodetectcancerusingvariousMRIcontrastagentsandphysicsbasedmodelinginorderthatbreastMRImaydevelopintoafullynoninvasivetechniquethatcan fingerprintthebreasttissuewithunprecedentedaccuracy.

•InSection6,hybridMRI-basedimagingandotherperfusion-basedmethodssuchascontrastenhancedmammographyandmolecularbreastimagingarediscussed.

•Finally,Section7looksattheuseofradiomicsanddeeplearning–basedartificialintelligence methodsthatarebeingexploredtoreleasetheuntappedpotentialoftheMRimages.Altogether, themethodspresentedinPart2ofthisbookmayrevolutionizeourcurrentunderstandingof breastimagingingeneralandtheroleofbreastMRIinparticular.

Thisbookprovidesabasisfortheoptimizationofbreastcare,exploitingthelimitlesspossibilities offeredbybreastMRI.Wearegratefulfortheexceptionalandenthusiasticcontributionof

aworldwidenetworkofexpertswhoallprovidedimportantpiecesofthepuzzlethatisbreastMRI.We countonthebreastimagingcommunitytoputthecontentsofthisbooktoworkinordertohelpthe countlesswomenintheworldwhoareconfrontedwithbreastdisease.

PART Stateoftheart 1

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