2024
Evaluating Molecular and Clinical Predictors in Myelodysplastic Syndromes through Machine Learning Integration
Mosquera Orgueira A, Perez Encinas M, Pérez Míguez C, Crucitti D, Piñeiro Fiel M, Díaz Varela N, Mora E, Díaz-Beyá M, Montoro M, Pomares H, Ramos Ortega F, Tormo M, Jerez A, Nomdedeu J, de Miguel Sanchez C, Arenillas L, Carcel Corella P, Cedena Romero M, Xicoy B, Rivero M, Del Orbe Barreto R, Bewersdorf J, Stahl M, Stempel J, Kewan T, Zeidan A, Diez-Campelo M, Valcarcel D. Evaluating Molecular and Clinical Predictors in Myelodysplastic Syndromes through Machine Learning Integration. Blood 2024, 144: 6683-6683. DOI: 10.1182/blood-2024-198114.Peer-Reviewed Original ResearchLeukemia-free survivalPredictors of OSMyelodysplastic syndromeOverall survivalIPSS-MC-indexFLT3-ITDPredictors of leukemia-free survivalRevised International Prognostic Scoring SystemPrognostication of myelodysplastic syndromesInternational Prognostic Scoring SystemPrognostic Scoring SystemCox regression analysisMolecular dataClinical trial designIPSS-RGenetic variabilityMLL-PTDRandom survival forestPrognostic landscapePrognostic significanceLaboratory parametersAffected prognosisClinical predictorsClinical indicesTargeted therapies for myelodysplastic syndromes/neoplasms (MDS): current landscape and future directions
Bidikian A, Bewersdorf J, Shallis R, Getz T, Stempel J, Kewan T, Stahl M, Zeidan A. Targeted therapies for myelodysplastic syndromes/neoplasms (MDS): current landscape and future directions. Expert Review Of Anticancer Therapy 2024, 24: 1131-1146. PMID: 39367718, DOI: 10.1080/14737140.2024.2414071.Peer-Reviewed Original ResearchErythropoiesis-stimulating agentsTargeted therapyLR-MDSHR-MDSHypoxia-inducible factorAllogeneic hematopoietic stem cell transplantationLandscape of targeted therapiesHematopoietic stem cell transplantationHeterogeneous group of hematologic malignanciesGroup of hematologic malignanciesMolecular prognostic toolsDuration of responseStem cell transplantationTrial designClinical trial designHypomethylating agentsCell transplantationHematologic malignanciesImprove patient outcomesRNA splicing machineryImmune evasionPrognostic toolTGF-betaTherapyEffective treatmentRisk prediction for clonal cytopenia: multicenter real-world evidence
Xie Z, Komrokji R, Al Ali N, Regelson A, Geyer S, Patel A, Saygin C, Zeidan A, Bewersdorf J, Mendez L, Kishtagari A, Zeidner J, Coombs C, Madanat Y, Chung S, Badar T, Foran J, Desai P, Tsai C, Griffiths E, Al Malki M, Amanam I, Lai C, Deeg H, Ades L, Arana Yi C, Osman A, Dinner S, Abaza Y, Taylor J, Chandhok N, Soong D, Brunner A, Carraway H, Singh A, Elena C, Ferrari J, Gallì A, Pozzi S, Padron E, Patnaik M, Malcovati L, Savona M, Al-Kali A. Risk prediction for clonal cytopenia: multicenter real-world evidence. Blood 2024, 144: 2033-2044. PMID: 38996210, PMCID: PMC11561536, DOI: 10.1182/blood.2024024756.Peer-Reviewed Original ResearchMyeloid neoplasmsIncidence of MNClonal cytopeniaCumulative incidencePlatelet count <High-risk mutationsCox proportional hazards modelsVariant allele fractionProportional hazards modelClinical trial designCCUS patientsStratify patientsGray's testC-indexDisease entityRisk groupsCytopeniasAllele fractionSomatic mutationsRisk factorsHigh riskNatural historyRisk scoreHazards modelPatients
2023
Considerations for Drug Development in Myelodysplastic Syndromes
Sekeres M, Kim N, DeZern A, Norsworthy K, Garcia J, de Claro R, Theoret M, Jen E, Ehrlich L, Zeidan A, Komrokji R. Considerations for Drug Development in Myelodysplastic Syndromes. Clinical Cancer Research 2023, 29: 2573-2579. PMID: 36688922, PMCID: PMC10349686, DOI: 10.1158/1078-0432.ccr-22-3348.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsMyelodysplastic syndromeTrial designDrug developmentResponse criteriaLow-risk diseaseHigh-risk patientsFuture trial designClinical trial designQuality of lifeValidation of PatientHigh-need populationDurable responsesOverall survivalAnemic patientsTransfusion dependencyClinical benefitPatient populationAdvanced ageClinical trialsDose reductionOutcome instrumentsNew therapiesPreclinical modelingPatientsActive drug