2020
How current assay approval policies are leading to unintended imprecision medicine
Salgado R, Bellizzi AM, Rimm D, Bartlett JMS, Nielsen T, Holger M, Laenkholm AV, Quinn C, Cserni G, Cunha IW, Alvarado-Cabrero I, Cree I. How current assay approval policies are leading to unintended imprecision medicine. The Lancet Oncology 2020, 21: 1399-1401. PMID: 33098760, DOI: 10.1016/s1470-2045(20)30592-1.Peer-Reviewed Original Research
2019
Deep Learning Based on Standard H&E Images of Primary Melanoma Tumors Identifies Patients at Risk for Visceral Recurrence and Death
Kulkarni PM, Robinson EJ, Pradhan J, Gartrell-Corrado RD, Rohr BR, Trager MH, Geskin LJ, Kluger HM, Wong PF, Acs B, Rizk EM, Yang C, Mondal M, Moore MR, Osman I, Phelps R, Horst BA, Chen ZS, Ferringer T, Rimm DL, Wang J, Saenger YM. Deep Learning Based on Standard H&E Images of Primary Melanoma Tumors Identifies Patients at Risk for Visceral Recurrence and Death. Clinical Cancer Research 2019, 26: 1126-1134. PMID: 31636101, PMCID: PMC8142811, DOI: 10.1158/1078-0432.ccr-19-1495.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAlgorithmsArea Under CurveBiopsyDeep LearningDisease ProgressionFemaleFollow-Up StudiesHumansImage Processing, Computer-AssistedMaleMelanomaMiddle AgedNeoplasm Recurrence, LocalNeural Networks, ComputerRetrospective StudiesRisk FactorsStaining and LabelingSurvival RateYoung AdultConceptsDeep neural network architectureNeural network architectureDeep learningNetwork architectureComputational modelImage sequencesDigital imagesVote aggregationDisease-specific survivalDSS predictionPractical advancesComputational methodsIHC-based methodsImagesGeisinger Health SystemNovel methodGHS patientsArchitectureLearningKaplan-Meier analysisPrimary melanoma tumorsEarly-stage melanomaClinical trial designModelAdjuvant immunotherapy
2016
Evaluation of PD-L1 Expression and Associated Tumor-Infiltrating Lymphocytes in Laryngeal Squamous Cell Carcinoma
Vassilakopoulou M, Avgeris M, Velcheti V, Kotoula V, Rampias T, Chatzopoulos K, Perisanidis C, Kontos CK, Giotakis AI, Scorilas A, Rimm D, Sasaki C, Fountzilas G, Psyrri A. Evaluation of PD-L1 Expression and Associated Tumor-Infiltrating Lymphocytes in Laryngeal Squamous Cell Carcinoma. Clinical Cancer Research 2016, 22: 704-713. PMID: 26408403, DOI: 10.1158/1078-0432.ccr-15-1543.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overB7-H1 AntigenBiomarkers, TumorCarcinoma, Squamous CellFemaleFollow-Up StudiesGene ExpressionHumansImmunohistochemistryKaplan-Meier EstimateLaryngeal NeoplasmsLymphocytes, Tumor-InfiltratingMaleMiddle AgedNeoplasm GradingNeoplasm MetastasisNeoplasm StagingPrognosisProportional Hazards ModelsRetrospective StudiesRisk FactorsRNA, MessengerConceptsLaryngeal squamous cell carcinomaSquamous cell carcinomaPrimary laryngeal squamous cell carcinomaPD-L1 expressionTumor-infiltrating lymphocytesPD-L1 mRNA expressionTIL densityCell carcinomaAssessment of TILsLaryngeal squamous cell cancerStromal tumor-infiltrating lymphocytesSuperior disease-free survivalTumor PD-L1 expressionMRNA expressionPD-L1 protein expressionPD-L1 mRNA levelsHigher TIL densityImmune checkpoint inhibitorsPD-L1 levelsDisease-free survivalT cell infiltrationSquamous cell cancerSecond independent cohortAdjacent tissue specimensFresh-frozen tumors
2013
High Frequency of Putative Ovarian Cancer Stem Cells With CD44/CK19 Coexpression Is Associated With Decreased Progression-Free Intervals In Patients With Recurrent Epithelial Ovarian Cancer
Liu M, Mor G, Cheng H, Xiang X, Hui P, Rutherford T, Yin G, Rimm DL, Holmberg J, Alvero A, Silasi DA. High Frequency of Putative Ovarian Cancer Stem Cells With CD44/CK19 Coexpression Is Associated With Decreased Progression-Free Intervals In Patients With Recurrent Epithelial Ovarian Cancer. Reproductive Sciences 2013, 20: 605-615. PMID: 23171677, PMCID: PMC3635069, DOI: 10.1177/1933719112461183.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAnalysis of VarianceBiomarkers, TumorCarcinoma, Ovarian EpithelialDisease ProgressionDisease-Free SurvivalDrug Resistance, NeoplasmFemaleHumansHyaluronan ReceptorsKaplan-Meier EstimateKeratin-19Middle AgedMultivariate AnalysisNeoplasm Recurrence, LocalNeoplasm StagingNeoplasms, Glandular and EpithelialNeoplastic Stem CellsOvarian NeoplasmsProportional Hazards ModelsRetrospective StudiesRisk FactorsTime FactorsTreatment OutcomeConceptsPutative ovarian cancer stem cellsOvarian cancer stem cellsProgression-free intervalCancer stem cellsRecurrent epithelial ovarian cancerShorter disease-free intervalShorter progression-free intervalDisease-free intervalResidual tumor volumeEpithelial ovarian cancerLog-rank testEpithelial ovarian cancer cellsIndependent significant predictorsAdvanced stage EOCOvarian cancer cellsStem cellsMean followObstetrics stageUnivariable analysisClinicopathologic featuresMultivariable analysisRetrospective studyPrognostic valueOvarian cancerTumor volume
2012
Stathmin expression and its relationship to microtubule‐associated protein tau and outcome in breast cancer
Baquero MT, Hanna JA, Neumeister V, Cheng H, Molinaro AM, Harris LN, Rimm DL. Stathmin expression and its relationship to microtubule‐associated protein tau and outcome in breast cancer. Cancer 2012, 118: 4660-4669. PMID: 22359235, PMCID: PMC3391341, DOI: 10.1002/cncr.27453.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAnalysis of VarianceBiomarkers, TumorBlotting, WesternBreastBreast NeoplasmsCell Line, TumorCohort StudiesFemaleFluorescent Antibody TechniqueGene Expression Regulation, NeoplasticHumansImmunohistochemistryKaplan-Meier EstimateLymphatic MetastasisMiddle AgedNeoplasm GradingNeoplasm StagingOdds RatioPredictive Value of TestsPrognosisProportional Hazards ModelsRisk AssessmentRisk FactorsRNA, Small InterferingStathminTau ProteinsTissue Array AnalysisTreatment OutcomeConceptsHigh stathmin expressionDisease-free survivalMAP-tauOverall survivalStathmin expressionBreast cancerHuman epidermal growth factor receptor 2 (HER2) expressionEpidermal growth factor receptor 2 expressionMultivariate analysisCox proportional hazards modelWorse overall survivalReceptor 2 expressionTissue microarray formatMicrotubule-associated protein tauProportional hazards modelBreast cancer cohortIndependent predictorsMenopausal statusNodal statusBetter prognosisPrognostic valueTumor sizePathological characteristicsProgesterone receptorNuclear gradeQuantitative 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
Lymph Node Ratio Should Be Considered for Incorporation into Staging for Breast Cancer
Chagpar AB, Camp RL, Rimm DL. Lymph Node Ratio Should Be Considered for Incorporation into Staging for Breast Cancer. Annals Of Surgical Oncology 2011, 18: 3143. PMID: 21847696, DOI: 10.1245/s10434-011-2012-9.Peer-Reviewed Original ResearchConceptsNode-positive breast cancer patientsDifferent OS ratesOverall survivalBreast cancer patientsOS independentClinicopathologic factorsOS ratesCancer patientsBreast cancer staging systemCurrent American Joint CommitteeLymph node ratioAdditional prognostic informationAmerican Joint CommitteeCancer (AJCC) staging systemTraditional clinicopathologic factorsPN statusIntermediate riskNodal statusStaging systemPrognostic informationBreast cancerHigh riskLower riskJoint CommitteeNode ratio
2010
High expression of BCL-2 predicts favorable outcome in non-small cell lung cancer patients with non squamous histology
Anagnostou VK, Lowery FJ, Zolota V, Tzelepi V, Gopinath A, Liceaga C, Panagopoulos N, Frangia K, Tanoue L, Boffa D, Gettinger S, Detterbeck F, Homer RJ, Dougenis D, Rimm DL, Syrigos KN. High expression of BCL-2 predicts favorable outcome in non-small cell lung cancer patients with non squamous histology. BMC Cancer 2010, 10: 186. PMID: 20459695, PMCID: PMC2875218, DOI: 10.1186/1471-2407-10-186.Peer-Reviewed Original ResearchMeSH KeywordsAdenocarcinomaAgedBiomarkers, TumorCarcinoma, Large CellCarcinoma, Non-Small-Cell LungCarcinoma, Squamous CellCell DifferentiationCohort StudiesConnecticutFemaleGreeceHumansKaplan-Meier EstimateLung NeoplasmsMaleMiddle AgedNeoplasm StagingPredictive Value of TestsProportional Hazards ModelsProto-Oncogene Proteins c-bcl-2Reproducibility of ResultsRetrospective StudiesRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeUp-RegulationConceptsNon-small cell lung cancer patientsCell lung cancer patientsNon-squamous tumorsLung cancer patientsBcl-2 expressionNSCLC patientsCancer patientsBcl-2Favorable outcomeIndependent cohortSmall cell lung cancer patientsIndependent lower riskNon-squamous histologySubgroup of patientsHigh expressersSquamous cell carcinomaHigh Bcl-2 expressionBcl-2 protein levelsSquamous histologyMedian survivalPrognostic factorsValidation cohortCell carcinomaPathological characteristicsPrognostic stratification
2007
Hormonal Markers in Breast Cancer: Coexpression, Relationship with Pathologic Characteristics, and Risk Factor Associations in a Population-Based Study
Yang XR, Pfeiffer RM, Garcia-Closas M, Rimm DL, Lissowska J, Brinton LA, Peplonska B, Hewitt SM, Cartun RW, Mandich D, Sasano H, Evans DB, Sutter TR, Sherman ME. Hormonal Markers in Breast Cancer: Coexpression, Relationship with Pathologic Characteristics, and Risk Factor Associations in a Population-Based Study. Cancer Research 2007, 67: 10608-10617. PMID: 17968031, DOI: 10.1158/0008-5472.can-07-2142.Peer-Reviewed Original ResearchConceptsCurrent body mass indexBody mass indexPremenopausal womenPathologic characteristicsMass indexHormonal markersMolecular subtypesHigher current body mass indexPopulation-based case-control studyProliferation factorsEpidemiologic risk factorsRisk factor associationsHigh tumor gradeCase-control studyInvasive breast carcinomaBreast cancer tissuesER betaRisk factorsTumor gradeBreast carcinomaCoexpression patternsBreast cancerHigher scoresEarly menarcheCancer tissuesVariation in breast cancer hormone receptor and HER2 levels by etiologic factors: A population‐based analysis
Sherman ME, Rimm DL, Yang XR, Chatterjee N, Brinton LA, Lissowska J, Peplonska B, Szeszenia‐Dąbrowska N, Zatonski W, Cartun R, Mandich D, Rymkiewicz G, Ligaj M, Lukaszek S, Kordek R, Kalaylioglu Z, Harigopal M, Charrette L, Falk RT, Richesson D, Anderson WF, Hewitt SM, García‐Closas M. Variation in breast cancer hormone receptor and HER2 levels by etiologic factors: A population‐based analysis. International Journal Of Cancer 2007, 121: 1079-1085. PMID: 17487843, DOI: 10.1002/ijc.22812.Peer-Reviewed Original ResearchConceptsBody mass indexPostmenopausal womenEtiologic factorsHER2 levelsPremenopausal womenOdds ratioER alphaBreast cancer hormone receptor statusPopulation-based case-control studyBreast Cancer Hormone ReceptorsHormone receptor statusCase-control studyPopulation-based analysisPathologic characteristicsPR statusReceptor statusMass indexER betaClinical recordsMarker levelsHER2 expressionLarge tumorsBreast cancerReceptor levelsTumor featuresDifferences in Risk Factors for Breast Cancer Molecular Subtypes in a Population-Based Study
Yang XR, Sherman ME, Rimm DL, Lissowska J, Brinton LA, Peplonska B, Hewitt SM, Anderson WF, Szeszenia-Dąbrowska N, Bardin-Mikolajczak A, Zatonski W, Cartun R, Mandich D, Rymkiewicz G, Ligaj M, Lukaszek S, Kordek R, García-Closas M. Differences in Risk Factors for Breast Cancer Molecular Subtypes in a Population-Based Study. Cancer Epidemiology Biomarkers & Prevention 2007, 16: 439-443. PMID: 17372238, DOI: 10.1158/1055-9965.epi-06-0806.Peer-Reviewed Original ResearchConceptsBasal-like tumorsMolecular subtypesBreast cancerClinical featuresRisk factorsRelative riskBreast cancer risk factorsBreast cancer molecular subtypesHuman epidermal growth factor receptorUnfavorable clinical featuresInvasive breast cancerBody mass indexCancer risk factorsDistinct clinical featuresCancer molecular subtypesEstrogen receptor alphaEpidermal growth factor receptorBreast Cancer StudyPolish Breast Cancer StudyGrowth factor receptorPremenopausal womenMass indexPathologic featuresProgesterone receptorOdds ratio
2005
Patterns of reduced nipple aspirate fluid production and ductal lavage cellularity in women at high risk for breast cancer
Higgins SA, Matloff ET, Rimm DL, Dziura J, Haffty BG, King BL. Patterns of reduced nipple aspirate fluid production and ductal lavage cellularity in women at high risk for breast cancer. Breast Cancer Research 2005, 7: r1017. PMID: 16280052, PMCID: PMC1410733, DOI: 10.1186/bcr1335.Peer-Reviewed Original ResearchConceptsHigh-risk womenFluid-yielding ductsPrevious multicenter trialsMulticenter trialBreast cancerDuctal lavageLavage cellularityPresent seriesNAF productionSelective estrogen receptor modulatorsRisk-reducing therapiesRisk reduction therapyBRCA germline mutationsEstrogen receptor modulatorsBRCA-positive womenBreast cancer developmentEvaluation of abnormalitiesPostmenopausal statusHealthy womenBreast fluidIntraductal approachReceptor modulatorsRelative riskDuctal orificeReduction therapy
1997
Atypical squamous cells of undetermined significance: Correlative histologic and follow‐up studies from an academic medical center
Williams M, Rimm D, Pedigo M, Frable W. Atypical squamous cells of undetermined significance: Correlative histologic and follow‐up studies from an academic medical center. Diagnostic Cytopathology 1997, 16: 1-7. PMID: 9034728, DOI: 10.1002/(sici)1097-0339(199701)16:1<1::aid-dc2>3.0.co;2-m.Peer-Reviewed Original ResearchConceptsSquamous intraepithelial lesionsCervical intraepithelial neoplasiaCIN IICIN IIIIntraepithelial neoplasiaCytologic diagnosisHigh-grade cervical intraepithelial neoplasiaLow-grade cervical intraepithelial neoplasiaCervical intraepithelial neoplasia (CIN) IMild nuclear hyperchromasiaSubsequent colposcopic biopsyAtypical squamous cellsDiagnosis of ASCUSGroup of patientsIntraepithelial neoplasia IHigh-risk groupSubsequent cervical biopsyCases of carcinomaManagement of casesAcademic medical centerVirus cytopathic effectVaginal cytologic findingsEndocervical curettageColposcopic biopsyIntraepithelial lesions
1989
OBESITY AND HEREDITY IN THE ETIOLOGY OF NON-INSULIN-DEPENDENT DIABETES MELLITUS IN 32,662 ADULT WHITE WOMEN
MORRIS R, RIMM D, HARTZ A, KALKHOFF R, RIMM A. OBESITY AND HEREDITY IN THE ETIOLOGY OF NON-INSULIN-DEPENDENT DIABETES MELLITUS IN 32,662 ADULT WHITE WOMEN. American Journal Of Epidemiology 1989, 130: 112-121. PMID: 2787103, DOI: 10.1093/oxfordjournals.aje.a115302.Peer-Reviewed Original ResearchConceptsPrevalence of diabetesDependent diabetes mellitusFamily historyOdds ratioDiabetes mellitusIdeal weightWhite womenPresence of diabetesCross-sectional studyOverall odds ratioLevels of obesityNon-InsulinRisk factorsIndependent riskDiabetesAdult white womenObesityHereditary factorsWomenPer centHistory indexMellitusPrevalenceQuestionnaire dataWeight 75