2023
Comparative effectiveness of second line glucose lowering drug treatments using real world data: emulation of a target trial
Deng Y, Polley E, Wallach J, Herrin J, Ross J, McCoy R. Comparative effectiveness of second line glucose lowering drug treatments using real world data: emulation of a target trial. BMJ Medicine 2023, 2: e000419. PMID: 37577025, PMCID: PMC10414064, DOI: 10.1136/bmjmed-2022-000419.Peer-Reviewed Original ResearchYear cumulative incidence rateCumulative incidence rateType 2 diabetesLiraglutide armMetabolic failureSitagliptin armGlycaemic controlInsulin glargineMedian timeIncidence rateComparative effectivenessCox proportional hazards regressionPropensity scoreTarget trialsInsulin glargine armProportional hazards regressionOptumLabs Data WarehouseTarget trial emulationStatistical analysis planMetformin monotherapyMacrovascular complicationsMicrovascular outcomesStudy drugStudy armsTrial emulation
2022
Emulating the GRADE trial using real world data: retrospective comparative effectiveness study
Deng Y, Polley EC, Wallach JD, Dhruva SS, Herrin J, Quinto K, Gandotra C, Crown W, Noseworthy P, Yao X, Lyon TD, Shah ND, Ross JS, McCoy RG. Emulating the GRADE trial using real world data: retrospective comparative effectiveness study. The BMJ 2022, 379: e070717. PMID: 36191949, PMCID: PMC9527635, DOI: 10.1136/bmj-2022-070717.Peer-Reviewed Original ResearchConceptsSecondary outcomesMetformin monotherapyTreatment groupsRetrospective comparative effectiveness studyCox proportional hazards regressionPropensity scoreIncident microvascular complicationsNationwide claims databaseProportional hazards regressionType 2 diabetesComparative effectiveness studiesMacrovascular complicationsMicrovascular complicationsProspective trialAdverse eventsGlycemic controlHospital admissionInsulin glarginePrimary outcomeMedian timeHazards regressionClaims databaseObservational studyInverse propensity scoreEligibility criteria
2021
Real-world Cardiovascular Outcomes Associated With Degarelix vs Leuprolide for Prostate Cancer Treatment
Wallach JD, Deng Y, McCoy RG, Dhruva SS, Herrin J, Berkowitz A, Polley EC, Quinto K, Gandotra C, Crown W, Noseworthy P, Yao X, Shah ND, Ross JS, Lyon TD. Real-world Cardiovascular Outcomes Associated With Degarelix vs Leuprolide for Prostate Cancer Treatment. JAMA Network Open 2021, 4: e2130587. PMID: 34677594, PMCID: PMC8536955, DOI: 10.1001/jamanetworkopen.2021.30587.Peer-Reviewed Original ResearchConceptsMajor adverse cardiovascular eventsSecondary end pointsMyocardial infarctionClinical trialsCardiovascular diseaseProstate cancerCardiovascular eventsEnd pointRisk of MACELarge US administrative claims databasePropensity-matched cohort studyUS administrative claims databasePropensity score-matched patientsAdverse cardiovascular eventsPrimary end pointAdministrative claims databaseProportional hazards regressionRandomized clinical trialsAdministrative claims dataTrial eligibility criteriaMedicare Advantage beneficiariesProstate cancer treatmentReal-world evidenceElectronic health recordsCardiovascular outcomes