2019
Development and Validation of a Model for Predicting the Risk of Acute Kidney Injury Associated With Contrast Volume Levels During Percutaneous Coronary Intervention
Huang C, Li SX, Mahajan S, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM. Development and Validation of a Model for Predicting the Risk of Acute Kidney Injury Associated With Contrast Volume Levels During Percutaneous Coronary Intervention. JAMA Network Open 2019, 2: e1916021. PMID: 31755952, PMCID: PMC6902830, DOI: 10.1001/jamanetworkopen.2019.16021.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedContrast MediaCreatinineFemaleHumansMaleModels, StatisticalPercutaneous Coronary InterventionReproducibility of ResultsRisk AssessmentRisk FactorsConceptsCreatinine level increaseAcute kidney injuryPercutaneous coronary interventionContrast volumeAKI riskKidney injuryCoronary interventionBaseline riskCardiology National Cardiovascular Data Registry's CathPCI RegistryNational Cardiovascular Data Registry CathPCI RegistryRisk of AKIAcute Kidney Injury AssociatedDifferent baseline risksPCI safetyCathPCI RegistryInjury AssociatedMean ageDerivation setPreprocedural riskMAIN OUTCOMEAmerican CollegePrognostic studiesUS hospitalsCalibration slopeValidation set
2018
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study
Huang C, Murugiah K, Mahajan S, Li SX, Dhruva SS, Haimovich JS, Wang Y, Schulz WL, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM. Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study. PLOS Medicine 2018, 15: e1002703. PMID: 30481186, PMCID: PMC6258473, DOI: 10.1371/journal.pmed.1002703.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedClinical Decision-MakingData MiningDecision Support TechniquesFemaleHumansMachine LearningMaleMiddle AgedPercutaneous Coronary InterventionProtective FactorsRegistriesReproducibility of ResultsRetrospective StudiesRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeConceptsPercutaneous coronary interventionNational Cardiovascular Data RegistryRisk prediction modelAKI eventsAKI riskCoronary interventionAKI modelMean ageCardiology-National Cardiovascular Data RegistryAcute kidney injury riskAKI risk predictionRetrospective cohort studyIdentification of patientsCandidate variablesAvailable candidate variablesCohort studyPCI proceduresPoint of careBrier scoreAmerican CollegeData registryPatientsCalibration slopeInjury riskSame cohort
2016
Prognostic Implications of Long-Chain Acylcarnitines in Heart Failure and Reversibility With Mechanical Circulatory Support
Ahmad T, Kelly JP, McGarrah RW, Hellkamp AS, Fiuzat M, Testani JM, Wang TS, Verma A, Samsky MD, Donahue MP, Ilkayeva OR, Bowles DE, Patel CB, Milano CA, Rogers JG, Felker GM, O’Connor C, Shah SH, Kraus WE. Prognostic Implications of Long-Chain Acylcarnitines in Heart Failure and Reversibility With Mechanical Circulatory Support. Journal Of The American College Of Cardiology 2016, 67: 291-299. PMID: 26796394, PMCID: PMC5429585, DOI: 10.1016/j.jacc.2015.10.079.Peer-Reviewed Original ResearchMeSH KeywordsAgedCarnitineDisease ProgressionEnergy MetabolismExercise TherapyFemaleHeart Failure, SystolicHeart-Assist DevicesHospital MortalityHumansMaleMass SpectrometryMiddle AgedNorth CarolinaOutcome Assessment, Health CarePrognosisReproducibility of ResultsSeverity of Illness IndexStatistics as TopicConceptsEnd-stage heart failureSystolic heart failureHeart failureMechanical circulatory supportHF patientsClinical outcomesCirculatory supportEnd-stage systolic heart failureChronic systolic HF patientsLeft ventricular assist device placementLong-term mechanical circulatory supportVentricular assist device placementPeak VO2 levelsChronic HF patientsSystolic HF patientsAdverse clinical outcomesClinical trial outcomesLong-chain acylcarnitinesAssociations of metabolitesFrozen plasma samplesMechanical circulatoryCardiovascular deathCause hospitalizationCause mortalityLVAD groupRapid and Highly Accurate Prediction of Poor Loop Diuretic Natriuretic Response in Patients With Heart Failure
Testani JM, Hanberg JS, Cheng S, Rao V, Onyebeke C, Laur O, Kula A, Chen M, Wilson FP, Darlington A, Bellumkonda L, Jacoby D, Tang WH, Parikh CR. Rapid and Highly Accurate Prediction of Poor Loop Diuretic Natriuretic Response in Patients With Heart Failure. Circulation Heart Failure 2016, 9: e002370. PMID: 26721915, PMCID: PMC4741370, DOI: 10.1161/circheartfailure.115.002370.Peer-Reviewed Original ResearchMeSH KeywordsAcute DiseaseAdministration, IntravenousAgedBiomarkersBumetanideDrug MonitoringDrug ResistanceFemaleHeart FailureHumansMaleMiddle AgedModels, BiologicalNatriuresisPredictive Value of TestsProspective StudiesReproducibility of ResultsSodiumSodium Potassium Chloride Symporter InhibitorsTime FactorsTreatment OutcomeUrinalysisConceptsAcute decompensated heart failureDecompensated heart failureNatriuretic responseSpot urine samplesSodium outputHeart failureDiuretic administrationAcute decompensated heart failure patientsDecompensated heart failure patientsLoop diuretic administrationPrimary therapeutic objectiveUrine samplesHeart failure patientsPositive sodium balanceNet fluid outputDiuretic dosingIntravenous bumetanideMedian doseFailure patientsDiuretic responseSodium balanceUrine collectionFluid balanceTherapeutic objectivesFluid output
2010
Accuracy of Noninvasively Determined Pulmonary Artery Systolic Pressure
Testani JM, St. John Sutton MG, Wiegers SE, Khera AV, Shannon RP, Kirkpatrick JN. Accuracy of Noninvasively Determined Pulmonary Artery Systolic Pressure. The American Journal Of Cardiology 2010, 105: 1192-1197. PMID: 20381676, PMCID: PMC2994808, DOI: 10.1016/j.amjcard.2009.11.048.Peer-Reviewed Original ResearchConceptsPulmonary artery systolic pressureSystolic pressureClinical practiceEchocardiographic pulmonary artery systolic pressureRight heart catheterization findingsRight heart catheterizationLarge prospective studiesNeed of replicationPASP valuesEchocardiographic findingsCatheterization findingsHeart catheterizationEchocardiographic examinationProspective studyUnselected studyClinical categoriesClinical reportsLarge seriesMultivariate analysisNoninvasive estimationReference standardModalitiesMultiple potential sourcesCatheterizationWidespread use