2024
Long‐Term Mortality Predictors Using a Machine‐Learning Approach in Patients With Chronic Limb‐Threatening Ischemia After Peripheral Vascular Intervention
Callegari S, Romain G, Cleman J, Scierka L, Jacque F, Smolderen K, Mena‐Hurtado C. Long‐Term Mortality Predictors Using a Machine‐Learning Approach in Patients With Chronic Limb‐Threatening Ischemia After Peripheral Vascular Intervention. Journal Of The American Heart Association 2024, 13: e034477. PMID: 38761075, PMCID: PMC11179837, DOI: 10.1161/jaha.124.034477.Peer-Reviewed Original ResearchConceptsChronic limb-threatening ischemiaPeripheral vascular interventionsHealth careLimb-threatening ischemiaMortality predictorsLong-term mortality riskMultidimensional risk factorsBody mass indexLong-term mortality predictorsImprove individualized careVascular interventionsIndividualized careAssisted careBiopsychosocial modelMortality riskCareMass indexRisk factorsMedical comorbiditiesRisk profileInterventionMortality rateChronic kidney diseaseMortalityPredictive variablesInter-Rater Reliability for the Amputation Endpoint in the National Vascular Quality Initiative
Smolderen K, Romain G, Scierka L, Cleman J, Rahman M, Siddiqui W, Lau F, Mao J, Akhlaghi N, Higaki A, Fowler X, Carroll M, Telma K, Alvermann T, Baribeau V, Goodney P, Mena-Hurtado C. Inter-Rater Reliability for the Amputation Endpoint in the National Vascular Quality Initiative. JACC Cardiovascular Interventions 2024, 17: 622-631. PMID: 38479964, DOI: 10.1016/j.jcin.2024.01.003.Peer-Reviewed Original ResearchConceptsElectronic health recordsElectronic health record reviewAmputation dataPeripheral arterial diseaseInterrater reliabilityVQI registryAcademic health systemTrained data collectorsNational quality registryInter-rater reliabilityEvaluate interrater reliabilityNational reporting systemHealth recordsQuality registryHealth systemCurrent Procedural Terminology codesInter-raterVascular Quality Initiative registryVascular Quality InitiativeProcedural Terminology codesNational Vascular Quality InitiativeRegistryQuality InitiativeAmputationSpearman's r
2023
Representativeness of Peripheral Artery Disease Randomized Clinical Trials Supporting Current Guidelines
Castro-Dominguez Y, Mena-Hurtado C, Algara M, Obas V, Ahmed Z, Romain G, Solaru K, Smolderen K. Representativeness of Peripheral Artery Disease Randomized Clinical Trials Supporting Current Guidelines. The American Journal Of Cardiology 2023, 201: 166-169. PMID: 37385170, DOI: 10.1016/j.amjcard.2023.05.053.Peer-Reviewed Original ResearchConceptsPeripheral artery diseasePAD guidelinesArtery diseaseRecent American Heart Association/American CollegeAmerican Heart Association/American CollegeLower extremity peripheral artery diseaseOlder adult patientsRace/ethnicity distributionAdult patientsPooled proportionMean ageClinical trialsCurrent guidelinesEpidemiologic studiesAmerican CollegeTrial participantsRCTsEthnicity distributionOlder adultsTrialsWomenPatientsDiseaseGuidelinesEthnic groupsComparison of lower extremity bypass and peripheral vascular intervention for chronic limb-threatening ischemia in the Medicare-linked Vascular Quality Initiative
Cleman J, Romain G, Grubman S, Guzman R, Smolderen K, Mena-Hurtado C. Comparison of lower extremity bypass and peripheral vascular intervention for chronic limb-threatening ischemia in the Medicare-linked Vascular Quality Initiative. Journal Of Vascular Surgery 2023, 78: 745-753.e6. PMID: 37207790, PMCID: PMC10964324, DOI: 10.1016/j.jvs.2023.05.015.Peer-Reviewed Original ResearchConceptsChronic limb-threatening ischemiaLower extremity bypassPeripheral vascular interventionsVascular Quality InitiativeLimb-threatening ischemiaCause mortalityRisk of deathExtremity bypassVascular interventionsQuality InitiativeCox proportional hazards regressionKaplan-Meier survival curvesProportional hazards regressionOverall mean ageLogistic regression modelsComparative effectiveness researchKnee poplitealMedicare registryInfrapopliteal arteriesHazards regressionMean ageThirty-dayHispanic ethnicityOutcome dataTreatment groupsDrug‐Coated Balloon and Drug‐Eluting Stent Safety in Patients With Femoropopliteal and Severe Chronic Kidney Disease
Hanna J, Smolderen K, Castro‐Dominguez Y, Romain G, Lee M, Turner J, Mena‐Hurtado C. Drug‐Coated Balloon and Drug‐Eluting Stent Safety in Patients With Femoropopliteal and Severe Chronic Kidney Disease. Journal Of The American Heart Association 2023, 12: e028622. PMID: 36974774, PMCID: PMC10122876, DOI: 10.1161/jaha.122.028622.Peer-Reviewed Original ResearchConceptsEarly-stage chronic kidney diseaseChronic kidney diseaseBare metal stentsDrug-eluting stentsDrug-coated balloonsMortality riskAmputation riskKidney diseaseSevere chronic kidney diseaseMajor amputation riskPlain balloon angioplastyDrug-Coated BalloonAmputation outcomesCKD statusAmputation rateCause mortalityBackground PatientsAdjusted analysisBalloon angioplastyFemoropopliteal interventionsDES useBMS useRegistry dataDisease trialsPatientsCommunity distress and risk of adverse outcomes after peripheral vascular intervention
Schenck C, Strand E, Smolderen K, Romain G, Nagpal S, Cleman J, Blume P, Mena-Hurtado C. Community distress and risk of adverse outcomes after peripheral vascular intervention. Journal Of Vascular Surgery 2023, 78: 166-174.e3. PMID: 36944389, PMCID: PMC11146282, DOI: 10.1016/j.jvs.2023.03.027.Peer-Reviewed Original ResearchConceptsPeripheral vascular interventionsDistressed Communities IndexMajor amputationRisk of mortalityAdverse outcomesVascular interventionsVascular Quality Initiative databaseDCI scoresCommunity distressCox regression modelTime-dependent receiverCharacteristic curve analysisClinical characteristicsFinal cohortPrimary outcomeClinical outcomesCardiovascular diseasePatientsAmputationZip code dataMortalityRisk categoriesCurve analysisInitiative databaseOutcomesGuideline-Directed Medical Therapy and Long-Term Mortality and Amputation Outcomes in Patients Undergoing Peripheral Vascular Interventions
Smolderen K, Romain G, Provance J, Scierka L, Mao J, Goodney P, Henke P, Sedrakyan A, Mena-Hurtado C. Guideline-Directed Medical Therapy and Long-Term Mortality and Amputation Outcomes in Patients Undergoing Peripheral Vascular Interventions. JACC Cardiovascular Interventions 2023, 16: 332-343. PMID: 36792257, PMCID: PMC10359106, DOI: 10.1016/j.jcin.2022.09.022.Peer-Reviewed Original ResearchConceptsGuideline-directed medical therapyPeripheral vascular interventionsMedical therapyVascular interventionsEnzyme inhibitors/angiotensin receptor blockersVascular Quality Initiative registryAngiotensin receptor blockersLong-term mortalityRisk of amputationRisk of mortalityNational quality registryQuality improvement effortsAmputation outcomesAmputation riskMajor amputationAntiplatelet therapyCause mortalityReceptor blockersMean ageVascular careQuality registryObservational studyMortality riskHigh riskAmputation data
2022
Patient-level and external factors in the use of drug-coated balloons and drug-eluting stents in femoropopliteal endovascular interventions
Castro-Dominguez Y, Smolderen KG, Pichert M, Alabi O, Romain G, Huang J, Lee M, Ahmed Z, Peri-Okonny PA, Arham A, Brice A, Chaar CO, Stacy MR, Mena-Hurtado C. Patient-level and external factors in the use of drug-coated balloons and drug-eluting stents in femoropopliteal endovascular interventions. Journal Of Vascular Surgery 2022, 76: 1675-1680. PMID: 35868423, DOI: 10.1016/j.jvs.2022.06.093.Peer-Reviewed Original ResearchConceptsDrug-coated balloonsDrug-eluting stentsBare metal stentsDES useFemoropopliteal endovascular interventionEndovascular interventionMedian odds ratioFemoropopliteal diseaseLesion characteristicsPrimary treatmentChronic kidney disease stage 4Adjusted median odds ratioVascular Quality Initiative registryAppropriate use guidelinesPrior anticoagulant usePatient-level factorsPoor functional statusTrans-Atlantic InterPlain balloon angioplastyPatient-level characteristicsFavorable patency ratesHierarchical logistic regression modelsLogistic regression modelsMeta-analysis publicationsRutherford classification