2021
The impact of antibiotic (Ab) exposure on clinical outcomes in patients with metastatic renal cell carcinoma (mRCC) treated with immune checkpoint inhibitors (ICI) or VEGF targeted therapy (VEGF-TT).
Ernst M, Alaiwi S, Dizman N, Labaki C, Nuzzo P, Adib E, Schmidt A, Meza L, Gan C, Wells J, Bakouny Z, Pal S, Choueiri T, Heng D, Dudani S. The impact of antibiotic (Ab) exposure on clinical outcomes in patients with metastatic renal cell carcinoma (mRCC) treated with immune checkpoint inhibitors (ICI) or VEGF targeted therapy (VEGF-TT). Journal Of Clinical Oncology 2021, 39: 4552-4552. DOI: 10.1200/jco.2021.39.15_suppl.4552.Peer-Reviewed Original ResearchMetastatic renal cell carcinomaImmune checkpoint inhibitorsOverall survivalABS exposureClinical outcomesTreatment failureResponse rateMultivariable analysisIndependent associationRisk factorsAdministration of AbFourth-line settingIMDC risk factorsIMDC risk scoresPoor-risk diseaseTreatment linesMultivariable Cox regressionInferior clinical outcomesInferior overall survivalIndependent prognostic markerRenal cell carcinomaSignificant independent associationOutcomes of interestIMDC criteriaCheckpoint inhibitors
2019
An open source automated tumor infiltrating lymphocyte algorithm for prognosis in melanoma
Acs B, Ahmed FS, Gupta S, Wong P, Gartrell RD, Sarin Pradhan J, Rizk EM, Gould Rothberg BE, Saenger YM, Rimm DL. An open source automated tumor infiltrating lymphocyte algorithm for prognosis in melanoma. Nature Communications 2019, 10: 5440. PMID: 31784511, PMCID: PMC6884485, DOI: 10.1038/s41467-019-13043-2.Peer-Reviewed Original ResearchConceptsOpen sourceOpen source softwareSource softwareTIL scoreTraining setDisease-specific overall survivalHigh TIL scorePoor prognosis cohortsSubset of patientsAlgorithmIndependent prognostic markerBroad adoptionAssessment of tumorOverall survivalFavorable prognosisMelanoma patientsMultivariable analysisValidation cohortIndependent associationPrognostic markerSeparate patientsPrognostic variablesIndependent cohortRetrospective collectionMelanoma
2018
Severely impaired terminal erythroid differentiation as an independent prognostic marker in myelodysplastic syndromes
Ali AM, Huang Y, Pinheiro RF, Xue F, Hu J, Iverson N, Hoehn D, Coutinho D, Kayani J, Chernak B, Lane J, Hillyer C, Galili N, Jurcic J, Mohandas N, An X, Raza A. Severely impaired terminal erythroid differentiation as an independent prognostic marker in myelodysplastic syndromes. Blood Advances 2018, 2: 1393-1402. PMID: 29903708, PMCID: PMC6020814, DOI: 10.1182/bloodadvances.2018018440.Peer-Reviewed Original ResearchConceptsIndependent prognostic markerMyelodysplastic syndromeOverall survivalPrognostic markerMultivariable Cox proportional hazards regression analysisCox proportional hazards regression analysisPowerful independent prognostic markerInternational Prognostic Scoring SystemProportional hazards regression analysisMyeloid/erythroid ratioTerminal erythroid differentiationIPSS-R categoryPrognostic scoring systemHazards regression analysisWorse overall survivalPoor overall survivalBone marrow samplesSurface expressionMost patientsProportion of cellsErythroid ratioMarrow samplesErythroid differentiationSRSF2 mutationsMDS samplesHigh tRNA Transferase NSUN2 Gene Expression is Associated with Poor Prognosis in Head and Neck Squamous Carcinoma
Lu L, Zhu G, Zeng H, Xu Q, Holzmann K. High tRNA Transferase NSUN2 Gene Expression is Associated with Poor Prognosis in Head and Neck Squamous Carcinoma. Cancer Investigation 2018, 36: 246-253. PMID: 29775108, DOI: 10.1080/07357907.2018.1466896.Peer-Reviewed Original ResearchConceptsPotential independent prognostic markerShorter overall survivalIndependent prognostic markerHigher mortality riskNeck squamous carcinomaPotential therapeutic targetRandom-effects modelOverall survivalSquamous carcinomaPoor prognosisPrognostic valuePrognostic markerMortality riskTherapeutic targetHNSCCNormal tissuesCell developmentExpressionGene expressionRNA methylationPatientsCarcinomaPrognosisNSUN2Important role
2017
Analysis of the genomic landscape of multiple myeloma highlights novel prognostic markers and disease subgroups
Bolli N, Biancon G, Moarii M, Gimondi S, Li Y, de Philippis C, Maura F, Sathiaseelan V, Tai Y, Mudie L, O’Meara S, Raine K, Teague J, Butler A, Carniti C, Gerstung M, Bagratuni T, Kastritis E, Dimopoulos M, Corradini P, Anderson K, Moreau P, Minvielle S, Campbell P, Papaemmanuil E, Avet-Loiseau H, Munshi N. Analysis of the genomic landscape of multiple myeloma highlights novel prognostic markers and disease subgroups. Leukemia 2017, 1-31. DOI: 10.1038/leu.2017.344.Peer-Reviewed Original ResearchCD4:CD8 Ratio and CD8 Count as Prognostic Markers for Mortality in Human Immunodeficiency Virus–Infected Patients on Antiretroviral Therapy: The Antiretroviral Therapy Cohort Collaboration (ART-CC)
Trickey A, May MT, Schommers P, Tate J, Ingle SM, Guest JL, Gill MJ, Zangerle R, Saag M, Reiss P, Monforte A, Johnson M, Lima VD, Sterling TR, Cavassini M, Wittkop L, Costagliola D, Sterne JAC, Boulle A, Stephan C, Miro J, Cavassini M, Chêne G, Costagliola D, Dabis F, Monforte A, del Amo J, Van Sighem A, Vehreschild J, Gill J, Guest J, Haerry D, Hogg R, Justice A, Shepherd L, Obel N, Crane H, Smith C, Reiss P, Saag M, Sterling T, Teira R, Williams M, Zangerle R, Sterne J, May M, Ingle S, Trickey A. CD4:CD8 Ratio and CD8 Count as Prognostic Markers for Mortality in Human Immunodeficiency Virus–Infected Patients on Antiretroviral Therapy: The Antiretroviral Therapy Cohort Collaboration (ART-CC). Clinical Infectious Diseases 2017, 65: 959-966. PMID: 28903507, PMCID: PMC5850630, DOI: 10.1093/cid/cix466.Peer-Reviewed Original ResearchConceptsAdjusted hazard ratioCD8 countsCD8 ratioCohort CollaborationAntiretroviral therapyCause mortalityCD4 countHazard ratioMiddle tertilePrognostic markerAIDS mortalityCause-specific mortality hazard ratiosAntiretroviral Therapy Cohort CollaborationHigher CD4 countsMortality hazard ratioCells/μLHuman immunodeficiency virusIndependent prognostic markerNorth American cohortAssociation of CD8Shape of associationsAssociation of CD4Immunodeficiency virusHuman immunodeficiencyCD4Genome-wide copy number analysis of cell-free DNA from patients with chemotherapy-resistant metastatic triple-negative breast cancer.
Stover D, Parsons H, Ha G, Freeman S, Barry W, Guo H, Gydush G, Reed S, Rhoades J, Rotem D, Hughes M, Krop I, Tolaney S, Wagle N, Getz G, Meyerson M, Love J, Winer E, Lin N, Adalsteinsson V. Genome-wide copy number analysis of cell-free DNA from patients with chemotherapy-resistant metastatic triple-negative breast cancer. Journal Of Clinical Oncology 2017, 35: 1092-1092. DOI: 10.1200/jco.2017.35.15_suppl.1092.Peer-Reviewed Original ResearchTriple-negative breast cancerMetastatic triple-negative breast cancerCell-free DNAMetastatic TNBCFirst blood drawCopy number alterationsOverall survivalBlood drawBreast cancerPrimary triple-negative breast cancerTumor fractionMedian overall survivalBreast cancer subsetsIndependent prognostic markerPlasma samplesNovel therapeutic targetCopy number analysisNumber alterationsHazard ratioLiver metastasesGenome-wide copy number analysisMetastatic diagnosisBRCA statusPrognostic markerCancer subsetsA systematic search strategy identifies cubilin as independent prognostic marker for renal cell carcinoma
Gremel G, Djureinovic D, Niinivirta M, Laird A, Ljungqvist O, Johannesson H, Bergman J, Edqvist P, Navani S, Khan N, Patil T, Sivertsson Å, Uhlén M, Harrison D, Ullenhag G, Stewart G, Pontén F. A systematic search strategy identifies cubilin as independent prognostic marker for renal cell carcinoma. BMC Cancer 2017, 17: 9. PMID: 28052770, PMCID: PMC5215231, DOI: 10.1186/s12885-016-3030-6.Peer-Reviewed Original ResearchConceptsRenal cell carcinomaCell carcinomaClear cell RCC patientsPrimary renal cell carcinomaPositive prognostic indicatorIndependent prognostic markerUnmet clinical needMalignant human tissuesNew diagnostic markersVenous tumorNodal statusBetter prognosisMetastatic lesionsNegative tumorsSystematic search strategyT stagePatient survivalPoor prognosisPositive tumorsRCC patientsPrognostic indicatorFuhrman gradePrognostic markerRCC cohortTissue microarray
2015
Cutaneous Lymphoma International Consortium Study of Outcome in Advanced Stages of Mycosis Fungoides and Sézary Syndrome: Effect of Specific Prognostic Markers on Survival and Development of a Prognostic Model
Scarisbrick JJ, Prince HM, Vermeer MH, Quaglino P, Horwitz S, Porcu P, Stadler R, Wood GS, Beylot-Barry M, Pham-Ledard A, Foss F, Girardi M, Bagot M, Michel L, Battistella M, Guitart J, Kuzel TM, Martinez-Escala ME, Estrach T, Papadavid E, Antoniou C, Rigopoulos D, Nikolaou V, Sugaya M, Miyagaki T, Gniadecki R, Sanches JA, Cury-Martins J, Miyashiro D, Servitje O, Muniesa C, Berti E, Onida F, Corti L, Hodak E, Amitay-Laish I, Ortiz-Romero PL, Rodríguez-Peralto JL, Knobler R, Porkert S, Bauer W, Pimpinelli N, Grandi V, Cowan R, Rook A, Kim E, Pileri A, Patrizi A, Pujol RM, Wong H, Tyler K, Stranzenbach R, Querfeld C, Fava P, Maule M, Willemze R, Evison F, Morris S, Twigger R, Talpur R, Kim J, Ognibene G, Li S, Tavallaee M, Hoppe RT, Duvic M, Whittaker SJ, Kim YH. Cutaneous Lymphoma International Consortium Study of Outcome in Advanced Stages of Mycosis Fungoides and Sézary Syndrome: Effect of Specific Prognostic Markers on Survival and Development of a Prognostic Model. Journal Of Clinical Oncology 2015, 33: 3766-3773. PMID: 26438120, PMCID: PMC4979132, DOI: 10.1200/jco.2015.61.7142.Peer-Reviewed Original ResearchConceptsMF/Sézary syndromeAdvanced-stage MF/Sézary syndromeMedian overall survivalSézary syndromeIndependent prognostic markerOverall survivalPrognostic markerWorse survivalMycosis fungoidesAdvanced MF/SSSurvival rateAdvanced-stage mycosis fungoidesIdentical T-cell clonesStage IIB diseaseStage III diseaseStage IV diseaseSingle-center trialAdvanced-stage patientsIndependent prognostic valueSerum lactate dehydrogenasePrognostic index modelSpecific prognostic markersLarge cell transformationT cell clonesIIB disease
2014
Quantitative assessment of miR34a as an independent prognostic marker in breast cancer
Agarwal S, Hanna J, Sherman ME, Figueroa J, Rimm DL. Quantitative assessment of miR34a as an independent prognostic marker in breast cancer. British Journal Of Cancer 2014, 112: 61-68. PMID: 25474246, PMCID: PMC4453614, DOI: 10.1038/bjc.2014.573.Peer-Reviewed Original ResearchConceptsDisease-specific survivalBreast cancer cohortPoor disease-specific survivalDisease-specific deathIndependent breast cancer cohortsBreast cancerCancer cohortPoor outcomeCohort 1Multivariate Cox proportional hazards analysisCox proportional hazards analysisNode-positive populationX-tile softwareNode-negative patientsProportional hazards analysisTumor suppressorBreast cancer patientsIndependent prognostic markerExpression of miR34aReceptor statusNode statusPreclinical observationsTumor sizeCancer patientsCohort 2
2013
Secretoglobin expression in ovarian carcinoma: lipophilin B gene upregulation as an independent marker of better prognosis
Bignotti E, Tassi RA, Calza S, Ravaggi A, Rossi E, Donzelli C, Todeschini P, Romani C, Bandiera E, Zanotti L, Carnazza M, Quadraro F, Tognon G, Sartori E, Pecorelli S, Roque DM, Santin AD. Secretoglobin expression in ovarian carcinoma: lipophilin B gene upregulation as an independent marker of better prognosis. Journal Of Translational Medicine 2013, 11: 162. PMID: 23819652, PMCID: PMC3706350, DOI: 10.1186/1479-5876-11-162.Peer-Reviewed Original ResearchConceptsOvarian carcinomaNormal ovariesMammaglobin APrognostic markerLipophilin ALipophilin BPatients' clinico-pathological featuresMultivariate Cox regression analysisMammaglobin B mRNANeoplastic ovarian tissuesProgression-free survivalDisease-free survivalProtein expressionCox regression analysisLow tumor gradeClinico-pathological featuresIndependent prognostic markerUnivariate survival analysisOvarian carcinoma samplesAggressive tumor phenotypeGene overexpressionParaffin-embedded tumorsConclusionsThe present studyReal-time reverse transcription PCRQuantitative real-time reverse transcription PCR
2012
Association of large noncoding RNA HOTAIR expression and its downstream intergenic CpG island methylation with survival in breast cancer
Lu L, Zhu G, Zhang C, Deng Q, Katsaros D, Mayne ST, Risch HA, Mu L, Canuto EM, Gregori G, Benedetto C, Yu H. Association of large noncoding RNA HOTAIR expression and its downstream intergenic CpG island methylation with survival in breast cancer. Breast Cancer Research And Treatment 2012, 136: 875-883. PMID: 23124417, DOI: 10.1007/s10549-012-2314-z.Peer-Reviewed Original ResearchConceptsPrimary breast cancerBreast cancerHOTAIR expressionPathologic featuresCox proportional hazards regression modelProportional hazards regression modelsLow HOTAIR expressionUnfavorable disease characteristicsHazards regression modelsIndependent prognostic markerHigh HOTAIR expressionBreast cancer progressionQuantitative RT-PCRPatient survivalDisease characteristicsMethylation-specific PCRPrognostic markerLower riskSignificant associationRNA HOTAIRCancerCancer progressionBiologic relevanceRT-PCRDNA methylationCentromere protein-A, an essential centromere protein, is a prognostic marker for relapse in estrogen receptor-positive breast cancer
McGovern SL, Qi Y, Pusztai L, Symmans WF, Buchholz TA. Centromere protein-A, an essential centromere protein, is a prognostic marker for relapse in estrogen receptor-positive breast cancer. Breast Cancer Research 2012, 14: r72. PMID: 22559056, PMCID: PMC3446334, DOI: 10.1186/bcr3181.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAntineoplastic Agents, HormonalAutoantigensBiomarkers, TumorBreast NeoplasmsCentromere Protein ACentromere Protein BChromosomal Proteins, Non-HistoneDisease-Free SurvivalFemaleGene Expression Regulation, NeoplasticHumansKi-67 AntigenMiddle AgedNeoadjuvant TherapyNeoplasm Recurrence, LocalReceptors, EstrogenRNA, MessengerTamoxifenConceptsER-positive diseaseDistant relapse-free survivalSystemic therapyER-negative tumorsIndependent prognostic markerNeoadjuvant chemotherapyPrognostic markerBreast cancerChemotherapy responseKi-67Estrogen receptor-positive breast cancerReceptor-positive breast cancerER-positive breast cancerSignificant independent prognostic markerER-positive tumorsRelapse-free survivalBreast cancer patientsHigh-grade cancerSignificant independent predictorsKi-67 expressionFree survivalHazard ratioIndependent predictorsPrognostic factorsNegative tumorsQuantitative assessment of invasive mena isoforms (Menacalc) as an independent prognostic marker in breast cancer
Agarwal S, Gertler FB, Balsamo M, Condeelis JS, Camp RL, Xue X, Lin J, Rohan TE, Rimm DL. Quantitative assessment of invasive mena isoforms (Menacalc) as an independent prognostic marker in breast cancer. Breast Cancer Research 2012, 14: r124. PMID: 22971274, PMCID: PMC3962029, DOI: 10.1186/bcr3318.Peer-Reviewed Original ResearchConceptsBreast cancer cohortBreast cancerPoor outcomeTumor cellsCancer cohortPoor disease-specific survivalDisease-specific deathDisease-specific survivalBreast cancer patientsIndependent prognostic markerIndependent breast cancer cohortsNon-invasive tumor cellsInvasive tumor cellsReceptor statusNode statusTumor sizeCancer patientsPrognostic markerSignificant associationCohortCancerIsoform expressionPatientsMetastasisOutcomes
2011
Loss of Nuclear Localized and Tyrosine Phosphorylated Stat5 in Breast Cancer Predicts Poor Clinical Outcome and Increased Risk of Antiestrogen Therapy Failure
Peck AR, Witkiewicz AK, Liu C, Stringer GA, Klimowicz AC, Pequignot E, Freydin B, Tran TH, Yang N, Rosenberg AL, Hooke JA, Kovatich AJ, Nevalainen MT, Shriver CD, Hyslop T, Sauter G, Rimm DL, Magliocco AM, Rui H. Loss of Nuclear Localized and Tyrosine Phosphorylated Stat5 in Breast Cancer Predicts Poor Clinical Outcome and Increased Risk of Antiestrogen Therapy Failure. Journal Of Clinical Oncology 2011, 29: 2448-2458. PMID: 21576635, PMCID: PMC3675698, DOI: 10.1200/jco.2010.30.3552.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAntineoplastic Agents, HormonalBreast NeoplasmsCarcinoma, Ductal, BreastCarcinoma, Intraductal, NoninfiltratingCohort StudiesDisease ProgressionDisease-Free SurvivalDrug Resistance, NeoplasmEstrogen Receptor ModulatorsFemaleHumansLymphatic MetastasisMiddle AgedNeoplasm ProteinsNuclear ProteinsPhosphorylationPhosphotyrosinePrognosisProtein Processing, Post-TranslationalSTAT5 Transcription FactorSurvival AnalysisTreatment FailureTumor Suppressor ProteinsYoung AdultConceptsNode-negative breast cancerCancer-specific survivalIndependent prognostic markerBreast cancerWhole tissue sectionsTherapy failurePrognostic markerTissue microarrayPathologist scoringMultivariate analysis patientsSystemic adjuvant therapyAdjuvant hormone therapyMarker of prognosisPoor clinical outcomeUseful predictive markerPredictors of responseNormal breast epitheliumTissue sectionsCohort IVAdjuvant therapyHormone therapyAnalysis patientsClinical outcomesDuctal carcinomaProspective studyDifferential expression of arrestins is a predictor of breast cancer progression and survival
Michal AM, Peck AR, Tran TH, Liu C, Rimm DL, Rui H, Benovic JL. Differential expression of arrestins is a predictor of breast cancer progression and survival. Breast Cancer Research And Treatment 2011, 130: 791-807. PMID: 21318602, PMCID: PMC3156829, DOI: 10.1007/s10549-011-1374-9.Peer-Reviewed Original ResearchConceptsBreast cancer progressionBreast cancerCancer progressionArrestin2 expressionLuminal linesMyoepithelial cellsNormal human breast tissueMetastatic breast cancerLymph node metastasisPoor clinical outcomeIndependent prognostic markerPrimary breast tumorsBreast cancer cell linesG protein-coupled receptorsArrestin2 levelsPositive lymphCancer cell linesHazard ratioHuman breast tissueProtein-coupled receptorsNode metastasisClinical outcomesDuctal carcinomaTumor sizeNuclear grade
2010
Trop-2 overexpression as an independent marker for poor overall survival in ovarian carcinoma patients
Bignotti E, Todeschini P, Calza S, Falchetti M, Ravanini M, Tassi RA, Ravaggi A, Bandiera E, Romani C, Zanotti L, Tognon G, Odicino FE, Facchetti F, Pecorelli S, Santin AD. Trop-2 overexpression as an independent marker for poor overall survival in ovarian carcinoma patients. European Journal Of Cancer 2010, 46: 944-953. PMID: 20060709, DOI: 10.1016/j.ejca.2009.12.019.Peer-Reviewed Original ResearchConceptsEpithelial ovarian cancerTrop-2 overexpressionTrop-2 expressionOverall survivalPrognostic factorsProtein overexpressionTrop-2 protein expressionMultivariate Cox regression analysisConventional clinicopathological featuresPresence of ascitesCox regression analysisLymph node metastasisOvarian carcinoma patientsPoor overall survivalIndependent prognostic markerNovel prognostic factorUnivariate survival analysisAggressive malignant phenotypeImmunotherapeutic strategiesShort-term cultureCarcinoma patientsClinical courseNode metastasisClinicopathological featuresPrognostic significance
2009
Growth factor receptor-bound protein-7 (Grb7) as a prognostic marker and therapeutic target in breast cancer
Nadler Y, González AM, Camp RL, Rimm DL, Kluger HM, Kluger Y. Growth factor receptor-bound protein-7 (Grb7) as a prognostic marker and therapeutic target in breast cancer. Annals Of Oncology 2009, 21: 466-473. PMID: 19717535, PMCID: PMC2826097, DOI: 10.1093/annonc/mdp346.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overBiomarkers, TumorBlotting, WesternBreast NeoplasmsCarcinoma, Ductal, BreastCarcinoma, LobularFemaleFluorescent Antibody TechniqueFollow-Up StudiesGRB7 Adaptor ProteinHumansImage Processing, Computer-AssistedMiddle AgedPrognosisReceptor, ErbB-2Survival RateTissue Array AnalysisTumor Cells, CulturedYoung AdultConceptsHER2/neuBreast cancerPrognostic markerHER2/neu-positive breast cancerGRB7 expressionHigh HER2/neuNeu-positive breast cancerHER2/neu overexpressionPrimary breast cancerBreast cancer patientsIndependent prognostic markerNode-positive subsetValuable prognostic markerProtein 7Cy5-conjugated antibodiesMultivariable analysisWorse prognosisEntire cohortCancer patientsNeu overexpressionTissue microarrayTherapeutic targetCancerNeuPatientsMammaglobin B is an independent prognostic marker in epithelial ovarian cancer and its expression is associated with reduced risk of disease recurrence
Tassi RA, Calza S, Ravaggi A, Bignotti E, Odicino FE, Tognon G, Donzelli C, Falchetti M, Rossi E, Todeschini P, Romani C, Bandiera E, Zanotti L, Pecorelli S, Santin AD. Mammaglobin B is an independent prognostic marker in epithelial ovarian cancer and its expression is associated with reduced risk of disease recurrence. BMC Cancer 2009, 9: 253. PMID: 19635143, PMCID: PMC2724548, DOI: 10.1186/1471-2407-9-253.Peer-Reviewed Original ResearchConceptsEpithelial ovarian cancerOvarian cancerEOC patientsMammaglobin BFresh-frozen tissue biopsiesMultiple histological subtypesDisease-free survivalLong-term prognosisAdditional prognostic informationRisk of recurrenceIndependent prognostic markerIndependent prognostic valueProtein levelsUnivariate survival analysisCancer-related deathAggressive tumor behaviorNormal ovarian controlsPrimary surgeryClinicopathologic characteristicsDisease recurrencePrognostic factorsClinical outcomesClinicopathologic featuresDecreased riskHistological subtypes
2008
Expression of Aurora A (but Not Aurora B) Is Predictive of Survival in Breast Cancer
Nadler Y, Camp RL, Schwartz C, Rimm DL, Kluger HM, Kluger Y. Expression of Aurora A (but Not Aurora B) Is Predictive of Survival in Breast Cancer. Clinical Cancer Research 2008, 14: 4455-4462. PMID: 18628459, PMCID: PMC5849429, DOI: 10.1158/1078-0432.ccr-07-5268.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAurora Kinase BAurora KinasesBiomarkers, TumorBlotting, WesternBreast NeoplasmsCell Line, TumorFemaleHistory, 17th CenturyHumansImage Processing, Computer-AssistedImmunohistochemistryKaplan-Meier EstimatePrognosisProtein Serine-Threonine KinasesTissue Array AnalysisConceptsBreast cancerB expressionAurora B expressionBreast tumorsHigh AuroraEarly-stage breast cancerHER-2/neuProgesterone receptor expressionSubset of patientsPopulation of patientsIndependent prognostic markerHigh nuclear gradePrimary breast tumorsCy5-conjugated antibodiesPathologic variablesPrognostic roleMultivariable analysisProspective studyNuclear gradePrognostic markerReceptor expressionClinical developmentPatientsPredictive roleCancer
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