2022
Prediction of pathologic complete response to neoadjuvant chemotherapy in breast cancer (SWOG S0800) using image analysis-based tumor infiltrating lymphocyte measurements.
Blenman K, Fanucci K, Bai Y, Pelekanou V, Nahleh Z, Shafi S, Burela S, Barlow W, Sharma P, Thompson A, Godwin A, Rimm D, Hortobagyi G, Pusztai L. Prediction of pathologic complete response to neoadjuvant chemotherapy in breast cancer (SWOG S0800) using image analysis-based tumor infiltrating lymphocyte measurements. Journal Of Clinical Oncology 2022, 40: 594-594. DOI: 10.1200/jco.2022.40.16_suppl.594.Peer-Reviewed Original ResearchPathologic complete responseBreast cancerNeoadjuvant chemotherapyComplete responseTIL scoreResidual diseaseResponse predictive markersBetter EFSBevacizumab benefitLymphocyte measurementsTIL assessmentFree survivalPredictive markerTIL quantificationInternational guidelinesPretreatment samplesLogistic regressionCancerOutcome discriminationChemotherapyScoresContinuous scoresTumorsClinical adoptionStrong positive correlation
2016
Quantitative assessment of the spatial heterogeneity of tumor-infiltrating lymphocytes in breast cancer
Mani NL, Schalper KA, Hatzis C, Saglam O, Tavassoli F, Butler M, Chagpar AB, Pusztai L, Rimm DL. Quantitative assessment of the spatial heterogeneity of tumor-infiltrating lymphocytes in breast cancer. Breast Cancer Research 2016, 18: 78. PMID: 27473061, PMCID: PMC4966732, DOI: 10.1186/s13058-016-0737-x.Peer-Reviewed Original ResearchConceptsIntraclass correlation coefficientQuantitative immunofluorescenceBreast cancerSame cancerSingle biopsyMultiplexed quantitative immunofluorescenceTumor-infiltrating lymphocytesPotential predictive markerPrimary breast carcinomaCytokeratin-positive epithelial cellsCD20-positive lymphocytesCD8 levelsLymphocyte scoreQIF scoresLymphocyte countLymphocyte subpopulationsMultiple biopsiesSubpopulation countsPredictive markerPrognostic informationBreast carcinomaBiopsyB lymphocytesCD3Breast tumors
2015
Predictive and Prognostic Value of the TauProtein in Breast Cancer.
Bonneau C, Gurard-Levin ZA, Andre F, Pusztai L, Rouzier R. Predictive and Prognostic Value of the TauProtein in Breast Cancer. Anticancer Research 2015, 35: 5179-84. PMID: 26408675.Peer-Reviewed Original ResearchConceptsBreast cancerTau protein expressionTau proteinPrognostic valueTau expressionHuman epidermal growth factor receptor 2 (HER2) expressionEpidermal growth factor receptor 2 expressionLow tau expressionProtein expressionSubset of patientsReceptor 2 expressionIncreased response rateEffects of taxanesNodal statusBetter prognosisPredictive markerTaxane resistanceChemotherapy sensitivityPredictive valueResponse ratePubMed databaseDrug resistanceCancerHormone receptorsTaxanesThe Influence of Host Factors on the Prognosis of Breast Cancer: Stroma and Immune Cell Components as Cancer Biomarkers.
Karn T, Pusztai L, Rody A, Holtrich U, Becker S. The Influence of Host Factors on the Prognosis of Breast Cancer: Stroma and Immune Cell Components as Cancer Biomarkers. Current Cancer Drug Targets 2015, 15: 652-64. PMID: 26452382, DOI: 10.2174/156800961508151001101209.Peer-Reviewed Original ResearchConceptsBreast cancerPredictive markerImmune cellsStromal componentsHER2-positive breast cancerHigh lymphocytic infiltrationPositive breast cancerHER2-positive cancersImmune cell componentsNovel therapeutic optionsType breast cancerBreast cancer subtypesHost immunological responseImmunotherapeutic regimensClinical courseImmune markersLymphocytic infiltrationPositive cancersTherapeutic optionsInflammatory cellsClinical subtypingImmunological parametersClinical trialsImmune parametersImmunological responseMultigene prognostic tests in breast cancer: past, present, future
Győrffy B, Hatzis C, Sanft T, Hofstatter E, Aktas B, Pusztai L. Multigene prognostic tests in breast cancer: past, present, future. Breast Cancer Research 2015, 17: 11. PMID: 25848861, PMCID: PMC4307898, DOI: 10.1186/s13058-015-0514-2.BooksConceptsER-negative cancersPrognostic valuePredictive markerBreast cancerPrognostic signatureExtended adjuvant endocrine therapyPrognostic testAdjuvant endocrine therapyCandidate predictive markersImmune gene signaturesPositive breast cancerGood prognostic valueSignificant prognostic valueTreatment response predictorsNew predictive markers
2013
Neoadjuvant Doxorubicin/Cyclophosphamide Followed by Ixabepilone or Paclitaxel in Early Stage Breast Cancer and Evaluation of βIII‐Tubulin Expression as a Predictive Marker
Saura C, Tseng L, Chan S, Chacko RT, Campone M, Manikhas A, Nag SM, Leichman CG, Dasappa L, Fasching PA, de Mendoza F, Symmans WF, Liu D, Mukhopadhyay P, Horak C, Xing G, Pusztai L. Neoadjuvant Doxorubicin/Cyclophosphamide Followed by Ixabepilone or Paclitaxel in Early Stage Breast Cancer and Evaluation of βIII‐Tubulin Expression as a Predictive Marker. The Oncologist 2013, 18: 787-794. PMID: 23853246, PMCID: PMC3720631, DOI: 10.1634/theoncologist.2013-0075.Peer-Reviewed Original ResearchConceptsEarly-stage breast cancerStage breast cancerPathologic complete responseΒIII-tubulin expressionBreast cancerTreatment armsWeekly paclitaxelPositive patientsPredictive markerNeoadjuvant doxorubicin/cyclophosphamideRandomized phase II trialΒIII-tubulinCommon nonhematologic toxicitiesDoxorubicin/cyclophosphamideInvasive breast adenocarcinomaPhase II trialCore needle biopsyCycles of ACHigh response rateSignificant differencesNeoadjuvant cyclophosphamideNonhematologic toxicityNeoadjuvant treatmentII trialNegative patientsBiomarker Analysis of Neoadjuvant Doxorubicin/Cyclophosphamide Followed by Ixabepilone or Paclitaxel in Early-Stage Breast Cancer
Horak CE, Pusztai L, Xing G, Trifan OC, Saura C, Tseng LM, Chan S, Welcher R, Liu D. Biomarker Analysis of Neoadjuvant Doxorubicin/Cyclophosphamide Followed by Ixabepilone or Paclitaxel in Early-Stage Breast Cancer. Clinical Cancer Research 2013, 19: 1587-1595. PMID: 23340299, DOI: 10.1158/1078-0432.ccr-12-1359.Peer-Reviewed Original ResearchMeSH KeywordsAntineoplastic Combined Chemotherapy ProtocolsATP Binding Cassette Transporter, Subfamily BATP Binding Cassette Transporter, Subfamily B, Member 1Biomarkers, TumorBreast NeoplasmsCyclophosphamideDoxorubicinEpothilonesFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMicrofilament ProteinsMicrotubule-Associated ProteinsNeoadjuvant TherapyNeoplasm ProteinsNuclear ProteinsPaclitaxelPrognosisTubulinConceptsMDR1 protein expressionNeoadjuvant doxorubicin/cyclophosphamideEarly-stage breast cancerDoxorubicin/cyclophosphamidePositive patientsProtein expressionTreatment armsBreast cancerPathologic complete response rateEfficacy of ixabepiloneInvasive breast adenocarcinomaComplete response ratePhase II trialCore needle biopsyRates of pCRΒIII-tubulin proteinNeoadjuvant settingII trialNegative patientsGene expressionPrimary cancerPredictive biomarkersPredictive markerRisk ratioNeedle biopsy
2012
19IN Does Molecular Triage Help to Identify Highly Sensitive Disease?
Pusztai L. 19IN Does Molecular Triage Help to Identify Highly Sensitive Disease? Annals Of Oncology 2012, 23: ix29. DOI: 10.1016/s0923-7534(20)32633-8.Peer-Reviewed Original ResearchResponse markersPredictive valueEstrogen receptor expressionHigher tumor proliferationTreatment response markersClass of drugsNegative predictive valuePositive predictive valueDriver eventsAdjuvant therapyPredictive biomarkersPredictive markerTreatment modalitiesTriage patientsVariety of agentsBaseline prognosisClinical trialsReceptor expressionBreast cancerSensitive diseaseHuman epidermal growth factorClinical utilityEpidermal growth factorChemotherapy sensitivityTumor proliferationDNA repair metagene signature as a prognostic and predictive factor in molecular breast cancer subtypes.
Santarpia L, Iwamoto T, Di Leo A, Hayashi N, Stampfer M, Guarducci C, Symmans W, Hortobagyi G, Pusztai L, Giampaolo B. DNA repair metagene signature as a prognostic and predictive factor in molecular breast cancer subtypes. Journal Of Clinical Oncology 2012, 30: 1012-1012. DOI: 10.1200/jco.2012.30.15_suppl.1012.Peer-Reviewed Original ResearchPathological complete responseHigher pathological complete responseBreast cancer molecular subtypesTaxane-based regimensTaxane-containing regimensCisplatin-containing regimensMolecular breast cancer subtypesTaxane-based chemotherapyPotential predictive markerBreast cancer subtypesCancer molecular subtypesBC cell linesFalse discovery correctionDistant relapseComplete responseBetter prognosisPoor prognosisPredictive factorsPrognostic valueBC subtypesER-/HER2Predictive markerN patientsPrognostic markerMolecular subtypes
2011
Melanoma antigen family A identified by the bimodality index defines a subset of triple negative breast cancers as candidates for immune response augmentation
Karn T, Pusztai L, Ruckhäberle E, Liedtke C, Müller V, Schmidt M, Metzler D, Wang J, Coombes KR, Gätje R, Hanker L, Solbach C, Ahr A, Holtrich U, Rody A, Kaufmann M. Melanoma antigen family A identified by the bimodality index defines a subset of triple negative breast cancers as candidates for immune response augmentation. European Journal Of Cancer 2011, 48: 12-23. PMID: 21741824, DOI: 10.1016/j.ejca.2011.06.025.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAlgorithmsBreast NeoplasmsCancer VaccinesCarcinomaFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHealth Status IndicatorsHumansImmunotherapyMelanoma-Specific AntigensMicroarray AnalysisMiddle AgedReceptor, ErbB-2Receptors, EstrogenReceptors, ProgesteroneConceptsTriple-negative breast cancerCancer/testis antigensNegative breast cancerBreast cancerTestis antigensMelanoma antigen family AHuman epidermal growth factor receptor 2 (HER2) receptorsImmune response augmentationImmune-stimulatory drugsMAGE-A antigensHigh expressionLymph node statusDistinct disease subsetsLess prognostic valueHigher MAGELow MAGEWorse survivalNode statusPoor prognosisPrognostic valueDisease subsetsImmune infiltrationPredictive markerImmune metagenesImmune response
2010
Evaluation of a 30-Gene Paclitaxel, Fluorouracil, Doxorubicin, and Cyclophosphamide Chemotherapy Response Predictor in a Multicenter Randomized Trial in Breast Cancer
Tabchy A, Valero V, Vidaurre T, Lluch A, Gomez H, Martin M, Qi Y, Barajas-Figueroa LJ, Souchon E, Coutant C, Doimi FD, Ibrahim NK, Gong Y, Hortobagyi GN, Hess KR, Symmans WF, Pusztai L. Evaluation of a 30-Gene Paclitaxel, Fluorouracil, Doxorubicin, and Cyclophosphamide Chemotherapy Response Predictor in a Multicenter Randomized Trial in Breast Cancer. Clinical Cancer Research 2010, 16: 5351-5361. PMID: 20829329, PMCID: PMC4181852, DOI: 10.1158/1078-0432.ccr-10-1265.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAntineoplastic Combined Chemotherapy ProtocolsBiomarkers, PharmacologicalBiomarkers, TumorBreast NeoplasmsCarcinoma, Ductal, BreastCyclophosphamideDoxorubicinFemaleFluorouracilGene Expression Regulation, NeoplasticHumansMiddle AgedPaclitaxelPredictive Value of TestsPrognosisTreatment OutcomeConceptsPositive predictive valuePathologic complete responseFAC armPCR rateBreast cancerPredictive valueGene expression profilingDifferent molecular subsetsFine-needle aspiration biopsyMulticenter Randomized TrialInternational clinical trialsGenomic predictorsNegative predictive valueTreatment response predictionWeekly paclitaxelNeoadjuvant chemotherapyCyclophosphamide chemotherapyFAC chemotherapyPreoperative chemotherapyComplete responseRandomized trialsTreatment armsPredictive markerClinical trialsMolecular subsets
2007
Identification of predictive markers to differentiate ixabepilone from paclitaxel activity in ER-negative breast cancer patients
Wu S, Chasalow S, Lee H, Xu L, Paul B, Mokliatchouk O, Symmans W, Zerba K, Pusztai L, Clark E. Identification of predictive markers to differentiate ixabepilone from paclitaxel activity in ER-negative breast cancer patients. Journal Of Clinical Oncology 2007, 25: 2525-2525. DOI: 10.1200/jco.2007.25.18_suppl.2525.Peer-Reviewed Original ResearchBreast cancer patientsER patientsCancer patientsPredictive markerClinical trialsPaclitaxel activityER-negative breast cancer patientsComplete pathological responseER-negative patientsTaxane-containing regimensTaxane-containing therapyExpression levelsIxabepilone treatmentPatient selectionBC patientsPathological responseIxabepilonePatientsTherapeutic valueProtein 3SiRNA studiesDifferential markersROC curveTrialsCandidate markersProspective study of changes in spindle assembly checkpoint (SAC) to predict breast tumor response to taxanes
Ueno N, Kim S, Symmans W, Detry M, Pusztai L, Sanchez L, Ishihara H, Hortobagyi G, Noguchi S. Prospective study of changes in spindle assembly checkpoint (SAC) to predict breast tumor response to taxanes. Journal Of Clinical Oncology 2007, 25: 586-586. DOI: 10.1200/jco.2007.25.18_suppl.586.Peer-Reviewed Original ResearchClinical responseTaxane sensitivityPreoperative therapyPrognostic factorsHER2 tumorsProspective studyBreast cancerDocetaxel/capecitabineDocetaxel/doxorubicinTaxane-containing regimensLarge prospective studiesPrimary breast cancerClinical prognostic factorsHER2- breast cancerNovel predictive markerCyclin-dependent kinase 1Breast tumor responseLogistic regression modelsEvaluable ptsAdjuvant therapyClinical outcomesPreclinical findingsPredictive markerTumor responseHER2 overexpression
2003
Chemotherapy-Induced Apoptosis and Bcl-2 Levels Correlate with Breast Cancer Response to Chemotherapy
Buchholz TA, Davis DW, McConkey DJ, Symmans WF, Valero V, Jhingran A, Tucker SL, Pusztai L, Cristofanilli M, Esteva FJ, Hortobagyi GN, Sahin AA. Chemotherapy-Induced Apoptosis and Bcl-2 Levels Correlate with Breast Cancer Response to Chemotherapy. The Cancer Journal 2003, 9: 33-41. PMID: 12602766, DOI: 10.1097/00130404-200301000-00007.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAntineoplastic Combined Chemotherapy ProtocolsApoptosisBiomarkers, TumorBiopsyBreast NeoplasmsDocetaxelDoxorubicinFemaleHumansIn Situ Nick-End LabelingMiddle AgedNeoplasm, ResidualPaclitaxelPredictive Value of TestsProspective StudiesProto-Oncogene Proteins c-bcl-2TaxoidsTime FactorsConceptsBreast cancer responsePathological complete responseCancer responseComplete responseResidual diseaseBcl-2Breast cancer primary tumorsApoptosis levelsBreast cancer treatmentBcl-2 expressionChemotherapy-induced apoptosisTreatment-induced apoptosisMann-Whitney testTumor cell apoptosisPrimary tumorCore biopsyPredictive markerDoxorubicin chemotherapySerial measurementsImmunohistochemical assaysChemotherapyPretreatment samplesLevel correlatesTumorsSemiquantitative immunohistochemical assay