2023
Assessment of stained direct cytology smears of breast cancer for whole transcriptome and targeted messenger RNA sequencing
Marczyk M, Fu C, Lau R, Du L, Trevarton A, Sinn B, Gould R, Pusztai L, Hatzis C, Symmans W. Assessment of stained direct cytology smears of breast cancer for whole transcriptome and targeted messenger RNA sequencing. Cancer Cytopathology 2023, 131: 289-299. PMID: 36650408, PMCID: PMC10614161, DOI: 10.1002/cncy.22679.Peer-Reviewed Original ResearchConceptsCytology smearsBreast cancerConcordance correlation coefficientTumor tissue samplesParaffin-embedded sectionsClinical diagnostic proceduresSurgical resectionRNA sequencingTumor stromaCytologic specimensDiagnostic proceduresLin's concordance correlation coefficientPapanicolaou stainCancerTissue samplesDNA mutation testingSmearsSimilar concordanceTranscriptome RNA-SeqDiagnostic cytologyAllele fractionExpression levelsRNA-seqExpression of genesGene expression levels
2022
Treatment Efficacy Score—continuous residual cancer burden-based metric to compare neoadjuvant chemotherapy efficacy between randomized trial arms in breast cancer trials
Marczyk M, Mrukwa A, Yau C, Wolf D, Chen Y, Balassanian R, Nanda R, Parker B, Krings G, Sattar H, Zeck J, Albain K, Boughey J, Liu M, Elias A, Clark A, Venters S, Shad S, Basu A, Asare S, Buxton M, Asare A, Rugo H, Perlmutter J, DeMichele A, Yee D, Berry D, Veer L, Symmans W, Esserman L, Pusztai L, Consortium I. Treatment Efficacy Score—continuous residual cancer burden-based metric to compare neoadjuvant chemotherapy efficacy between randomized trial arms in breast cancer trials. Annals Of Oncology 2022, 33: 814-823. PMID: 35513244, DOI: 10.1016/j.annonc.2022.04.072.Peer-Reviewed Original ResearchConceptsTrial armsExperimental armSurvival differencesExact testPathologic complete response rateClinical trial armsI-SPY2 trialNeoadjuvant chemotherapy efficacyComplete response rateBreast cancer trialsCytotoxic efficacyFisher's exact testImpact of treatmentNeoadjuvant chemotherapyPCR ratePathologic responseResidual cancerControl cohortCancer trialsAssessed associationsChemotherapy efficacyEarly surrogateOlaparib armResponse rateHigher cytotoxic efficacyPredictive Markers of Response to Neoadjuvant Durvalumab with Nab-Paclitaxel and Dose-Dense Doxorubicin/Cyclophosphamide in Basal-Like Triple-Negative Breast Cancer.
Blenman KRM, Marczyk M, Karn T, Qing T, Li X, Gunasekharan V, Yaghoobi V, Bai Y, Ibrahim EY, Park T, Silber A, Wolf DM, Reisenbichler E, Denkert C, Sinn BV, Rozenblit M, Foldi J, Rimm DL, Loibl S, Pusztai L. Predictive Markers of Response to Neoadjuvant Durvalumab with Nab-Paclitaxel and Dose-Dense Doxorubicin/Cyclophosphamide in Basal-Like Triple-Negative Breast Cancer. Clinical Cancer Research 2022, 28: 2587-2597. PMID: 35377948, PMCID: PMC9464605, DOI: 10.1158/1078-0432.ccr-21-3215.Peer-Reviewed Original ResearchConceptsBasal-like triple-negative breast cancerPathologic complete responseResidual diseaseNeoadjuvant durvalumabDNA damage repairSomatic mutationsBreast cancerWnt/β-cateninHigh expressionTriple-negative breast cancerBasal-Like TripleDoxorubicin/cyclophosphamideDNA repairTumor mutation burdenRNA sequencingEpithelial-mesenchymal transitionFive-gene signatureB-cell markersCancer driversEnrichment analysisNegative breast cancerDamage repairGene expressionJAK-STATCell cycleComprehensive Analysis of Metabolic Isozyme Targets in Cancer
Marczyk M, Gunasekharan V, Casadevall D, Qing T, Foldi J, Sehgal R, Shan NL, Blenman KRM, O'Meara TA, Umlauf S, Surovtseva YV, Muthusamy V, Rinehart J, Perry RJ, Kibbey R, Hatzis C, Pusztai L. Comprehensive Analysis of Metabolic Isozyme Targets in Cancer. Cancer Research 2022, 82: 1698-1711. PMID: 35247885, PMCID: PMC10883296, DOI: 10.1158/0008-5472.can-21-3983.Peer-Reviewed Original ResearchConceptsPotential therapeutic targetAcetyl-CoA carboxylase 1Therapeutic targetCancer typesCell linesBreast cancer viabilityPatient-derived xenograftsNovel metabolic targetsCorresponding cell linesExpression patternsDrug treatmentMatching normal tissuesRelated commentaryTumor growthMalignant transformationSmall molecule inhibitionCancer viabilityCancer Cell Line EncyclopediaNormal tissuesMetabolic vulnerabilitiesCarboxylase 1Anticancer therapyCellular changesCell proliferationMetabolic reprogramming
2021
Analysis of the Applicability of microRNAs in Peripheral Blood Leukocytes as Biomarkers of Sensitivity and Exposure to Fractionated Radiotherapy towards Breast Cancer
Marczyk M, Polańska J, Wojcik A, Lundholm L. Analysis of the Applicability of microRNAs in Peripheral Blood Leukocytes as Biomarkers of Sensitivity and Exposure to Fractionated Radiotherapy towards Breast Cancer. International Journal Of Molecular Sciences 2021, 22: 8705. PMID: 34445424, PMCID: PMC8395710, DOI: 10.3390/ijms22168705.Peer-Reviewed Original ResearchConceptsBreast cancer patientsExternal beam radiotherapyCourse of radiotherapyPeripheral blood leukocytesBiomarkers of sensitivityLogistic regression modelsMultinomial logistic regression modelsFractionated RadiotherapyInter-individual variabilityCancer patientsUnivariate analysisBreast cancerCombination of miRNAsBeam radiotherapyBlood leukocytesBlood samplesPromising biomarkerTotal doseSensitive biomarkerRadiotherapyPatientsStrong inter-individual variabilityBiomarkersDoseLeukocytes
2020
Technical Validity of a Customized Assay of Sensitivity to Endocrine Therapy Using Sections from Fixed Breast Cancer Tissue
Lau R, Du L, Chen E, Fu C, Gould R, Marczyk M, Sinn BV, Layman R, Bedrosian I, Valero V, Symmans WF. Technical Validity of a Customized Assay of Sensitivity to Endocrine Therapy Using Sections from Fixed Breast Cancer Tissue. Clinical Chemistry 2020, 66: 934-945. PMID: 32613237, DOI: 10.1093/clinchem/hvaa105.Peer-Reviewed Original ResearchConceptsQuantiGene PlexConcordance correlation coefficientBreast cancer tissuesParaffin-embedded tissue sectionsEndocrine therapyResection samplesBreast cancerTumor sectionsCancer tissuesStage IIParaffin blocksLin's concordance correlation coefficientTissue sectionsCustomized assayTherapyAnalytical sensitivityFFPE samplesNanoStringFFPE tissuesExpression indexWeekly testsAssaysTissueTechnical validity
2019
The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues
Marczyk M, Fu C, Lau R, Du L, Trevarton AJ, Sinn BV, Gould RE, Pusztai L, Hatzis C, Symmans WF. The impact of RNA extraction method on accurate RNA sequencing from formalin-fixed paraffin-embedded tissues. BMC Cancer 2019, 19: 1189. PMID: 31805884, PMCID: PMC6896723, DOI: 10.1186/s12885-019-6363-0.Peer-Reviewed Original ResearchConceptsBreast cancerFresh frozenParaffin-embedded tumor samplesFF samplesFFPE samplesConcordance correlation coefficientMixed-effects model analysisBreast cancer signaturesQiagen RNeasy kitWhole transcriptome RNA sequencingParaffin-embedded tissuesTranscriptome RNA sequencingLinear mixed-effects model analysisGene expression signaturesDifferent kitsClinical trialsGene signatureTumor samplesGene expressionTranslational researchCancerTissue samplesExpression signaturesArchival formalinSimilar concordanceDefining Risk of Late Recurrence in Early-Stage Estrogen Receptor–Positive Breast Cancer: Clinical Versus Molecular Tools
Foldi J, O'Meara T, Marczyk M, Sanft T, Silber A, Pusztai L. Defining Risk of Late Recurrence in Early-Stage Estrogen Receptor–Positive Breast Cancer: Clinical Versus Molecular Tools. Journal Of Clinical Oncology 2019, 37: jco.18.01933. PMID: 30943126, DOI: 10.1200/jco.18.01933.Peer-Reviewed Original Research
2014
Radiation-induced Changes in Levels of Selected Proteins in Peripheral Blood Serum of Breast Cancer Patients as a Potential Triage Biodosimeter for Large-scale Radiological Emergencies
Deperas-Kaminska M, Bajinskis A, Marczyk M, Polanska J, Wersäll P, Lidbrink E, Ainsbury EA, Guipaud O, Benderitter M, Haghdoost S, Wojcik A. Radiation-induced Changes in Levels of Selected Proteins in Peripheral Blood Serum of Breast Cancer Patients as a Potential Triage Biodosimeter for Large-scale Radiological Emergencies. Health Physics 2014, 107: 555-563. PMID: 25353241, DOI: 10.1097/hp.0000000000000158.Peer-Reviewed Original ResearchConceptsPeripheral blood serumBreast cancer patientsLarge-scale radiological emergencyCancer patientsApolipoprotein EConsistent dose-response relationshipBlood serumExternal beam radiotherapyIrradiation of skinKinase 4Dose-response relationshipLogistic regression modelsPartial-body exposuresPurpose of triageMultinomial logistic regression modelsBeam radiotherapyBlood samplesFetuin BMultivariate analysisBody exposureDifferent dosesRadiation-induced changesSerumProtein 7Factor X