2022
Analysis of Tumor Burden as a Biomarker for Patient Survival with Neuroendocrine Tumor Liver Metastases Undergoing Intra-Arterial Therapies: A Single-Center Retrospective Analysis
Miszczuk M, Chapiro J, Do Minh D, van Breugel JMM, Smolka S, Rexha I, Tegel B, Lin M, Savic LJ, Hong K, Georgiades C, Nezami N. Analysis of Tumor Burden as a Biomarker for Patient Survival with Neuroendocrine Tumor Liver Metastases Undergoing Intra-Arterial Therapies: A Single-Center Retrospective Analysis. CardioVascular And Interventional Radiology 2022, 45: 1494-1502. PMID: 35941241, PMCID: PMC9587516, DOI: 10.1007/s00270-022-03209-9.Peer-Reviewed Original ResearchConceptsNeuroendocrine tumor liver metastasesMedian overall survivalIntra-arterial therapyLow tumor burdenTumor burdenOverall survivalLiver metastasesPrognostic factorsTumor diameterTB groupLonger median overall survivalRetrospective single-center analysisSingle-center retrospective analysisHigh TB groupLow TB groupRespective hazard ratiosHigh tumor burdenSingle-center analysisIndependent prognostic factorStrong prognostic factorDrug-eluting beadsLargest liver lesionPrediction of survivalHazard ratioPatient survivalOptimization of the BCLC Staging System for Locoregional Therapy for Hepatocellular Carcinoma by Using Quantitative Tumor Burden Imaging Biomarkers at MRI.
Borde T, Nezami N, Laage Gaupp F, Savic LJ, Taddei T, Jaffe A, Strazzabosco M, Lin M, Duran R, Georgiades C, Hong K, Chapiro J. Optimization of the BCLC Staging System for Locoregional Therapy for Hepatocellular Carcinoma by Using Quantitative Tumor Burden Imaging Biomarkers at MRI. Radiology 2022, 304: 228-237. PMID: 35412368, PMCID: PMC9270683, DOI: 10.1148/radiol.212426.Peer-Reviewed Original ResearchConceptsMedian overall survivalAdvanced-stage hepatocellular carcinomaTransarterial chemoembolizationHepatocellular carcinomaBCLC BBCLC COverall survivalTumor burdenBarcelona Clinic Liver Cancer (BCLC) staging systemLiver Cancer staging systemCancer (AJCC) staging systemConventional transarterial chemoembolizationDrug-eluting beadsAllocation of patientsContrast-enhanced MRIBackground PatientsSurvival benefitRetrospective studyStaging systemC tumorsTumor volumePatientsHeterogeneous patientsMonthsChemoembolization
2021
Identifying enhancement-based staging markers on baseline MRI in patients with colorectal cancer liver metastases undergoing intra-arterial tumor therapy
Ghani MA, Fereydooni A, Chen E, Letzen B, Laage-Gaupp F, Nezami N, Deng Y, Gan G, Thakur V, Lin M, Papademetris X, Schernthaner RE, Huber S, Chapiro J, Hong K, Georgiades C. Identifying enhancement-based staging markers on baseline MRI in patients with colorectal cancer liver metastases undergoing intra-arterial tumor therapy. European Radiology 2021, 31: 8858-8867. PMID: 34061209, PMCID: PMC8848338, DOI: 10.1007/s00330-021-08058-7.Peer-Reviewed Original ResearchConceptsColorectal cancer liver metastasesCancer liver metastasesTotal tumor volumeIntra-arterial therapyTotal liver volumeLiver metastasesTumor volumeTumor burdenTumor diameterPatient survivalBaseline MRILiver volumeMultivariable Cox proportional hazards modelsKaplan-Meier survival curvesWhole liverCox proportional hazards modelKaplan-Meier methodPrognostic staging systemSurvival of patientsColorectal cancer metastasisMethodsThis retrospective studyPre-treatment MRIProportional hazards modelAppropriate cutoff valueHR 1.7
2020
Automated feature quantification of Lipiodol as imaging biomarker to predict therapeutic efficacy of conventional transarterial chemoembolization of liver cancer
Stark S, Wang C, Savic LJ, Letzen B, Schobert I, Miszczuk M, Murali N, Oestmann P, Gebauer B, Lin M, Duncan J, Schlachter T, Chapiro J. Automated feature quantification of Lipiodol as imaging biomarker to predict therapeutic efficacy of conventional transarterial chemoembolization of liver cancer. Scientific Reports 2020, 10: 18026. PMID: 33093524, PMCID: PMC7582153, DOI: 10.1038/s41598-020-75120-7.Peer-Reviewed Original ResearchConceptsConventional transarterial chemoembolizationLipiodol depositionTransarterial chemoembolizationLiver cancerPeripheral depositionLipiodol depositsTherapeutic efficacyNecrotic tumor areasBaseline MRITherapy optionsTumor responseTreatment responseTumor volumeLiver lesionsLipiodolH postTumor areaH-CTHounsfield unitsBiomarkersChemoembolizationHigh rateTumorsCancerImproved responseQuantification of contrast-uptake as imaging biomarker for disease progression of renal cell carcinoma after tumor ablation
Tegel BR, Huber S, Savic LJ, Lin M, Gebauer B, Pollak J, Chapiro J. Quantification of contrast-uptake as imaging biomarker for disease progression of renal cell carcinoma after tumor ablation. Acta Radiologica 2020, 61: 1708-1716. PMID: 32216452, PMCID: PMC7529766, DOI: 10.1177/0284185120909964.Peer-Reviewed Original ResearchMeSH KeywordsAblation TechniquesAdultAgedAged, 80 and overBiomarkers, TumorCarcinoma, Renal CellContrast MediaDisease ProgressionFemaleHumansImaging, Three-DimensionalKidney NeoplasmsMaleMiddle AgedNeoplasm StagingRadiography, InterventionalRetrospective StudiesSensitivity and SpecificityTumor BurdenUltrasonography, InterventionalConceptsProgression-free survivalTotal tumor volumeRenal cell carcinomaCell carcinomaOdds ratioTumor volumeImaging biomarkersImage-guided thermal ablationPrognosis of patientsRENAL nephrometry scoreCox regression modelLargest tumor diameterLog-rank testKaplan-Meier plotsCross-sectional imagingSensitive imaging biomarkerMetastatic diseaseSecondary outcomesPrimary outcomeDistant metastasisNephrometry scoreTumor diameterOutcome parametersLesion vascularityTNM stage
2016
3D Quantitative tumour burden analysis in patients with hepatocellular carcinoma before TACE: comparing single-lesion vs. multi-lesion imaging biomarkers as predictors of patient survival
Fleckenstein FN, Schernthaner RE, Duran R, Sohn JH, Sahu S, Zhao Y, Hamm B, Gebauer B, Lin M, Geschwind JF, Chapiro J. 3D Quantitative tumour burden analysis in patients with hepatocellular carcinoma before TACE: comparing single-lesion vs. multi-lesion imaging biomarkers as predictors of patient survival. European Radiology 2016, 26: 3243-3252. PMID: 26762942, PMCID: PMC4942412, DOI: 10.1007/s00330-015-4168-3.Peer-Reviewed Original ResearchConceptsHazard ratioOverall survivalTransarterial chemoembolizationBaseline MRIHepatocellular carcinomaTumor burdenDominant lesionTumor assessmentTumor volumeMultivariate cox proportional hazard ratiosCox proportional hazard ratiosCurrent radiological methodMethodsThis retrospective analysisProportional hazard ratiosBCLC staging systemKaplan-Meier plotsTumor diameterPatient survivalStaging systemHCC patientsMultiple lesionsLiver volumeRetrospective analysisLesion assessmentPatients
2015
3D quantitative assessment of response to fractionated stereotactic radiotherapy and single-session stereotactic radiosurgery of vestibular schwannoma
Schneider T, Chapiro J, Lin M, Geschwind JF, Kleinberg L, Rigamonti D, Jusué-Torres I, Marciscano AE, Yousem DM. 3D quantitative assessment of response to fractionated stereotactic radiotherapy and single-session stereotactic radiosurgery of vestibular schwannoma. European Radiology 2015, 26: 849-857. PMID: 26139318, PMCID: PMC4698362, DOI: 10.1007/s00330-015-3895-9.Peer-Reviewed Original ResearchConceptsSingle-session stereotactic radiosurgeryTotal tumor volumeSignificant tumor shrinkageVestibular schwannomaTumor shrinkageStereotactic radiotherapyTumor volumeRadiation therapyStereotactic radiosurgeryT1-weighted contrast-enhanced MRISubsequent microsurgical resectionTumor-related symptomsSporadic vestibular schwannomaContrast-enhanced MRIFSRT groupRadiological progressionMicrosurgical resectionClinical outcomesSRS groupRetrospective analysisResponse assessmentPatientsVolumetric assessmentFSRTSchwannomaEarly survival prediction after intra-arterial therapies: a 3D quantitative MRI assessment of tumour response after TACE or radioembolization of colorectal cancer metastases to the liver
Chapiro J, Duran R, Lin M, Schernthaner R, Lesage D, Wang Z, Savic LJ, Geschwind JF. Early survival prediction after intra-arterial therapies: a 3D quantitative MRI assessment of tumour response after TACE or radioembolization of colorectal cancer metastases to the liver. European Radiology 2015, 25: 1993-2003. PMID: 25636420, PMCID: PMC4458393, DOI: 10.1007/s00330-015-3595-5.Peer-Reviewed Original ResearchConceptsIntra-arterial therapyColorectal liver metastasesTransarterial chemoembolizationPatient survivalHazard ratioLiver metastasesOverall survivalResponse assessmentVolumetric tumour response assessmentCox proportional hazard ratiosMethodsThis retrospective analysisProportional hazard ratiosKaplan-Meier analysisColorectal cancer metastasisTumor response assessmentTumor analysisEarly survival predictionQuantitative MRI assessmentMRI assessmentTumor responseLesion volumeRetrospective analysisMultivariate analysisPatientsPredictive role
2014
Identifying Staging Markers for Hepatocellular Carcinoma before Transarterial Chemoembolization: Comparison of Three-dimensional Quantitative versus Non–three-dimensional Imaging Markers
Chapiro J, Duran R, Lin M, Schernthaner RE, Wang Z, Gorodetski B, Geschwind JF. Identifying Staging Markers for Hepatocellular Carcinoma before Transarterial Chemoembolization: Comparison of Three-dimensional Quantitative versus Non–three-dimensional Imaging Markers. Radiology 2014, 275: 438-47. PMID: 25531387, PMCID: PMC4409467, DOI: 10.1148/radiol.14141180.Peer-Reviewed Original ResearchConceptsUnresectable hepatocellular carcinomaTransarterial chemoembolizationHepatocellular carcinomaTumor diameterHazard ratioTumor responseTumor volumeResponse rateCox proportional hazard ratiosStaging markersTumor response rateProportional hazard ratiosResponse Evaluation CriteriaSurvival of patientsKaplan-Meier analysisSingle-institution analysisBaseline magnetic resonance imagesHigh response rateInstitutional review boardOverall survivalLiver (EASL) guidelinesPatient cohortImaging markerRadiologic measurementsLarge lesionsSystemic Delivery of Microencapsulated 3-Bromopyruvate for the Therapy of Pancreatic Cancer
Chapiro J, Sur S, Savic LJ, Ganapathy-Kanniappan S, Reyes J, Duran R, Thiruganasambandam SC, Moats CR, Lin M, Luo W, Tran PT, Herman JM, Semenza GL, Ewald AJ, Vogelstein B, Geschwind JF. Systemic Delivery of Microencapsulated 3-Bromopyruvate for the Therapy of Pancreatic Cancer. Clinical Cancer Research 2014, 20: 6406-6417. PMID: 25326230, PMCID: PMC4300523, DOI: 10.1158/1078-0432.ccr-14-1271.Peer-Reviewed Original ResearchConceptsPancreatic ductal adenocarcinomaSuit-2 cell lineOrthotopic xenograft mouse modelBioluminescence imagingFavorable toxicity profileSublethal drug concentrationsAnti-invasive effectsXenograft mouse modelPDAC cell linesCell linesXenograft tumor modelHalf maximal inhibitory concentrationStrong anticancer effectsPancreatic cancerClinical trialsDuctal adenocarcinomaMouse modelToxicity profileIC50 profileTherapeutic efficacyMatrigel invasionVivo efficacyBLI signalMatrigel assaysMiaPaCa-2
2013
Quantitative Assessment of Lipiodol Deposition after Chemoembolization: Comparison between Cone-Beam CT and Multidetector CT
Chen R, Geschwind J, Wang Z, Tacher V, Lin M. Quantitative Assessment of Lipiodol Deposition after Chemoembolization: Comparison between Cone-Beam CT and Multidetector CT. Journal Of Vascular And Interventional Radiology 2013, 24: 1837-1844. PMID: 24094672, PMCID: PMC3840104, DOI: 10.1016/j.jvir.2013.08.017.Peer-Reviewed Original ResearchMeSH KeywordsCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyContrast MediaEthiodized OilFemaleHumansImaging, Three-DimensionalLinear ModelsLiver NeoplasmsMaleMiddle AgedMultidetector Computed TomographyPredictive Value of TestsRadiographic Image Interpretation, Computer-AssistedRetrospective StudiesTumor BurdenWorkflowConceptsTransarterial chemoembolizationLipiodol depositionHepatocellular carcinomaMultidetector CTConventional transarterial chemoembolizationVolume of tumorMargin of tumorUnenhanced multidetector CTUnenhanced multidetectorLipiodol retentionChemoembolizationLiver parenchymaTumorsEntire tumorLiver contrastCone beamCone-beam CTCTImaging modalitiesCBCTPatientsLipiodolWhole tumorVolumetric measurementsTomographySemiautomatic Volumetric Tumor Segmentation for Hepatocellular Carcinoma Comparison between C-arm Cone Beam Computed Tomography and MRI
Tacher V, Lin M, Chao M, Gjesteby L, Bhagat N, Mahammedi A, Ardon R, Mory B, Geschwind J. Semiautomatic Volumetric Tumor Segmentation for Hepatocellular Carcinoma Comparison between C-arm Cone Beam Computed Tomography and MRI. Academic Radiology 2013, 20: 446-452. PMID: 23498985, PMCID: PMC3602801, DOI: 10.1016/j.acra.2012.11.009.Peer-Reviewed Original Research
2012
Quantitative and Volumetric European Association for the Study of the Liver and Response Evaluation Criteria in Solid Tumors Measurements: Feasibility of a Semiautomated Software Method to Assess Tumor Response after Transcatheter Arterial Chemoembolization
Lin M, Pellerin O, Bhagat N, Rao P, Loffroy R, Ardon R, Mory B, Reyes D, Geschwind J. Quantitative and Volumetric European Association for the Study of the Liver and Response Evaluation Criteria in Solid Tumors Measurements: Feasibility of a Semiautomated Software Method to Assess Tumor Response after Transcatheter Arterial Chemoembolization. Journal Of Vascular And Interventional Radiology 2012, 23: 1629-1637. PMID: 23177109, PMCID: PMC3579576, DOI: 10.1016/j.jvir.2012.08.028.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAntineoplastic AgentsCarcinoma, HepatocellularChemoembolization, TherapeuticFemaleHumansImaging, Three-DimensionalLiver NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedPattern Recognition, AutomatedReproducibility of ResultsSensitivity and SpecificitySoftwareSoftware ValidationTreatment OutcomeTumor BurdenConceptsTranscatheter arterial chemoembolizationArterial chemoembolizationHepatocellular carcinomaDrug-eluting bead transcatheter arterial chemoembolizationSingle-institution prospective studyResponse Evaluation CriteriaContrast-enhanced magnetic resonanceHepatic tumor volumeSolid tumor measurementsThree-dimensional volumetric assessmentMagnetic resonanceIntraarterial therapyProspective studyTumor responseClinical correlationTumor measurementsTumor volumeTumor enhancementInterventional radiologistsPatientsVolumetric assessmentChemoembolizationEuropean AssociationVolume assessmentVoxel basisComparison of Semi-automatic Volumetric VX2 Hepatic Tumor Segmentation from Cone Beam CT and Multi-detector CT with Histology in Rabbit Models
Pellerin O, Lin M, Bhagat N, Ardon R, Mory B, Geschwind J. Comparison of Semi-automatic Volumetric VX2 Hepatic Tumor Segmentation from Cone Beam CT and Multi-detector CT with Histology in Rabbit Models. Academic Radiology 2012, 20: 115-121. PMID: 22947274, PMCID: PMC3575098, DOI: 10.1016/j.acra.2012.07.011.Peer-Reviewed Original ResearchPhase II Study of Chemoembolization With Drug-Eluting Beads in Patients With Hepatic Neuroendocrine Metastases: High Incidence of Biliary Injury
Bhagat N, Reyes D, Lin M, Kamel I, Pawlik T, Frangakis C, Geschwind J. Phase II Study of Chemoembolization With Drug-Eluting Beads in Patients With Hepatic Neuroendocrine Metastases: High Incidence of Biliary Injury. CardioVascular And Interventional Radiology 2012, 36: 449-459. PMID: 22722717, PMCID: PMC3596485, DOI: 10.1007/s00270-012-0424-y.Peer-Reviewed Original ResearchConceptsTransarterial chemoembolizationTumor sizeNeuroendocrine tumorsHigh incidenceNational Cancer Institute Common Terminology CriteriaEastern Cooperative Oncology Group statusHepatic neuroendocrine metastasesUnderwent percutaneous drainageCommon Terminology CriteriaObjective response ratePhase II studyPhase II trialMultiple small lesionsMethodsInstitutional review board approvalDrug-eluting beadsReview board approvalAlanine amino transferaseTerminology CriteriaAbdominal painBiliary injuryII trialDEB-TACEII studyEASL criteriaPercutaneous drainage