2023
Hypertension, Blood Pressure Variability, and Acute Kidney Injury in Hospitalized Children
Nugent J, Ghazi L, Yamamoto Y, Bakhoum C, Wilson F, Greenberg J. Hypertension, Blood Pressure Variability, and Acute Kidney Injury in Hospitalized Children. Journal Of The American Heart Association 2023, 12: e029059. PMID: 37119062, PMCID: PMC10227226, DOI: 10.1161/jaha.122.029059.Peer-Reviewed Original ResearchConceptsAcute kidney injuryBlood pressure variabilityBlood pressure measurementsHospitalized childrenKidney injuryBlood pressurePressure variabilityIncident acute kidney injuryTime-updated Cox modelsMean blood pressureEnd-organ complicationsAnalysis of hypertensionAKI riskConclusions HypertensionHypertension thresholdInpatient hypertensionNormotensive patientsOrgan complicationsNonpharmacologic interventionsRetrospective cohortPediatric inpatientsMultivariable modelPediatric encountersHypertensionCox model
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 ResearchConceptsCreatinine 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 cohortAttributable Risk and Time Course of Colistin-Associated Acute Kidney Injury
Miano TA, Lautenbach E, Wilson FP, Guo W, Borovskiy Y, Hennessy S. Attributable Risk and Time Course of Colistin-Associated Acute Kidney Injury. Clinical Journal Of The American Society Of Nephrology 2018, 13: 542-550. PMID: 29545383, PMCID: PMC5969457, DOI: 10.2215/cjn.06980717.Peer-Reviewed Original ResearchConceptsBaseline hemoglobin concentrationAKI riskAttributable riskHours of exposureHemoglobin concentrationEquation Poisson regression modelsGlobal Outcomes creatinine criteriaIncidence of AKIAcute kidney injuryRetrospective cohort studyPropensity-matched pairsSimilar baseline characteristicsEarly treatment decisionsIncidence rate ratiosBroad-spectrum antibioticsHours of treatmentPoisson regression modelsColistin groupColistin toxicityHospital mortalityCreatinine criteriaKidney injuryBaseline characteristicsCohort studyKidney function