2024
Kidney Outcomes with GLP-1RAs, SGLT2 Inhibitors, DPP-4 Inhibitors, and Sulfonylureas in Type 2 Diabetes and Moderate Cardiovascular Risk
Neumiller J, Herrin J, Swarna K, Polley E, Galindo R, Umpierrez G, Deng Y, Ross J, Mickelson M, McCoy R. Kidney Outcomes with GLP-1RAs, SGLT2 Inhibitors, DPP-4 Inhibitors, and Sulfonylureas in Type 2 Diabetes and Moderate Cardiovascular Risk. Clinical Journal Of The American Society Of Nephrology 2024 DOI: 10.2215/cjn.0000000587.Peer-Reviewed Original ResearchSodium-glucose co-transporter 2 inhibitorsGlucagon-like peptide-1 receptor agonistsSodium-glucose co-transporter 2Dipeptidyl peptidase-4 inhibitorsGlucagon-like peptide-1Dipeptidyl peptidase-4Receptor agonistsPrimary composite outcomeKidney replacement therapyChronic kidney diseaseComposite outcomeSecondary composite outcomeType 2 diabetesGLP-1 receptor agonist therapyCVD riskCardiovascular diseaseModerate CVD riskPrescribed glucose-lowering agentsBaseline CVD riskHigh-risk patientsAssociated with risk reductionCKD stage 3Retrospective observational studyGlucose-lowering agentsModerate cardiovascular risk
2023
Identifying treatment heterogeneity in atrial fibrillation using a novel causal machine learning method
Ngufor C, Yao X, Inselman J, Ross J, Dhruva S, Graham D, Lee J, Siontis K, Desai N, Polley E, Shah N, Noseworthy P, MN; New Haven C. Identifying treatment heterogeneity in atrial fibrillation using a novel causal machine learning method. American Heart Journal 2023, 260: 124-140. PMID: 36893934, PMCID: PMC10615250, DOI: 10.1016/j.ahj.2023.02.015.Peer-Reviewed Original ResearchConceptsOral anticoagulantsAtrial fibrillationPatient subgroupsComposite outcomeIschemic strokeEffect of OACsLifelong oral anticoagulationNonvitamin K antagonistNew oral anticoagulantsNonvalvular atrial fibrillationPrimary composite outcomeGlomerular filtration rateFuture prospective studiesOptumLabs Data WarehousePopulation-level effectivenessOAC useOral anticoagulationVASc scoreCause mortalityK antagonistsPrimary endpointWarfarin usersRenal functionAF patientsEntire cohort