2019
A simple real-time model for predicting acute kidney injury in hospitalized patients in the US: A descriptive modeling study
Simonov M, Ugwuowo U, Moreira E, Yamamoto Y, Biswas A, Martin M, Testani J, Wilson FP. A simple real-time model for predicting acute kidney injury in hospitalized patients in the US: A descriptive modeling study. PLOS Medicine 2019, 16: e1002861. PMID: 31306408, PMCID: PMC6629054, DOI: 10.1371/journal.pmed.1002861.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedAged, 80 and overConnecticutDecision Support TechniquesElectronic Health RecordsFemaleHospital MortalityHumansInpatientsMaleMiddle AgedPatient AdmissionPredictive Value of TestsPrognosisRenal DialysisRetrospective StudiesRisk AssessmentRisk FactorsSeverity of Illness IndexTime FactorsConceptsAcute kidney injuryImminent acute kidney injuryElectronic health recordsKidney injuryHospital 1Prediction of AKIRenal replacement therapyOptimal treatment strategyLaboratory dataReceiver operator characteristic curveInternal validation setAKI occurrenceAKI severityHospitalized adultsMedical comorbiditiesOverall cohortAdverse eventsHospitalized patientsSurgical wardsSignificant morbidityReplacement therapyExternal validation data setsHospital 2Hospital 3Study hospital
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 functionWorsening Renal Function in Patients With Acute Heart Failure Undergoing Aggressive Diuresis Is Not Associated With Tubular Injury
Ahmad T, Jackson K, Rao VS, Tang WHW, Brisco-Bacik MA, Chen HH, Felker GM, Hernandez AF, O'Connor CM, Sabbisetti VS, Bonventre JV, Wilson FP, Coca SG, Testani JM. Worsening Renal Function in Patients With Acute Heart Failure Undergoing Aggressive Diuresis Is Not Associated With Tubular Injury. Circulation 2018, 137: 2016-2028. PMID: 29352071, PMCID: PMC6066176, DOI: 10.1161/circulationaha.117.030112.Peer-Reviewed Original ResearchMeSH KeywordsAcetylglucosaminidaseAcute DiseaseAcute Kidney InjuryAgedAged, 80 and overBiomarkersCreatinineCystatin CDiuresisFemaleGlomerular Filtration RateHeart FailureHepatitis A Virus Cellular Receptor 1HumansKidneyLipocalin-2MaleMiddle AgedSodium Potassium Chloride Symporter InhibitorsTime FactorsTreatment OutcomeUnited StatesConceptsKidney injury molecule-1Neutrophil gelatinase-associated lipocalinInjury molecule-1Acute heart failureGelatinase-associated lipocalinRenal tubular injuryTubular injury biomarkersAggressive diuresisROSE-AHF trialsTubular injuryInjury biomarkersRenal functionHeart failureMolecule-1D-glucosaminidaseHigh-dose loop diuretic therapyAcute heart failure treatmentKidney tubular injuryLoop diuretic therapyAcute kidney injuryGlomerular filtration rateHeart failure treatmentDiuretic therapyFurosemide equivalentsKidney injury
2017
Evaluating biomarkers for prognostic enrichment of clinical trials
Kerr KF, Roth J, Zhu K, Thiessen-Philbrook H, Meisner A, Wilson FP, Coca S, Parikh CR. Evaluating biomarkers for prognostic enrichment of clinical trials. Clinical Trials 2017, 14: 629-638. PMID: 28795578, PMCID: PMC5714681, DOI: 10.1177/1740774517723588.Peer-Reviewed Original ResearchConceptsPrognostic enrichmentTrial eligibility criteriaClinical trialsEligibility criteriaTrial resultsClinical trial sample sizesOutcomes of interestTrial sample sizeTrial metricsOnly patientsBACKGROUND/Prognostic biomarkerPrognostic performanceHigh riskClinical settingScreening costsBiomarkersTrialsScreening thresholdCalendar timeTrial costsSample sizePatientsApproaches to Predicting Outcomes in Patients with Acute Kidney Injury
Saly D, Yang A, Triebwasser C, Oh J, Sun Q, Testani J, Parikh CR, Bia J, Biswas A, Stetson C, Chaisanguanthum K, Wilson FP. Approaches to Predicting Outcomes in Patients with Acute Kidney Injury. PLOS ONE 2017, 12: e0169305. PMID: 28122032, PMCID: PMC5266278, DOI: 10.1371/journal.pone.0169305.Peer-Reviewed Original ResearchConceptsAcute kidney injuryLength of stayKidney injuryReceiver operator characteristic curveOutcomes of interestOperator characteristic curveValidation cohortClinical eventsAccurate prognosticationOutcome eventsPredicting OutcomePrognostic modelDeath predictionLab valuesCharacteristic curveGood discrimination abilityPatientsStayInjuryDialysisModel discriminationOutcomesDaysMedicationsMorbidity
2016
Hypochloremia and Diuretic Resistance in Heart Failure
Hanberg JS, Rao V, Maaten J, Laur O, Brisco MA, Wilson F, Grodin JL, Assefa M, Broughton J, Planavsky NJ, Ahmad T, Bellumkonda L, Tang WH, Parikh CR, Testani JM. Hypochloremia and Diuretic Resistance in Heart Failure. Circulation Heart Failure 2016, 9: e003180. PMID: 27507113, PMCID: PMC4988527, DOI: 10.1161/circheartfailure.116.003180.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overBiomarkersChloridesConnecticutCross-Sectional StudiesDown-RegulationDrug ResistanceFemaleFurosemideHeart FailureHumansKidneyMaleMiddle AgedOdds RatioPilot ProjectsProspective StudiesReninRisk FactorsSodiumSodium Potassium Chloride Symporter InhibitorsTime FactorsTreatment OutcomeConceptsDiuretic resistanceHeart failureCare centerSerum chloridePro-B-type natriuretic peptideChloride supplementationRenal free water excretionB-type natriuretic peptidePoor diuretic responsePlasma renin activityPlasma renin concentrationHeart failure cohortFree water excretionRecent epidemiological studiesBasic science evidenceBlood urea nitrogenSerum chloride levelsFurosemide equivalentsNeurohormonal activationRenin activityRenin concentrationCreatinine ratioLoop diureticsDiuretic responseSerum sodiumRapid 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
2015
Influence of Titration of Neurohormonal Antagonists and Blood Pressure Reduction on Renal Function and Decongestion in Decompensated Heart Failure
Kula AJ, Hanberg JS, Wilson FP, Brisco MA, Bellumkonda L, Jacoby D, Coca SG, Parikh CR, Tang WHW, Testani JM. Influence of Titration of Neurohormonal Antagonists and Blood Pressure Reduction on Renal Function and Decongestion in Decompensated Heart Failure. Circulation Heart Failure 2015, 9: e002333. PMID: 26699390, PMCID: PMC4741376, DOI: 10.1161/circheartfailure.115.002333.Peer-Reviewed Original ResearchConceptsBlood pressure reductionDecompensated heart failureNeurohormonal antagonistsRenal functionSBP reductionBlood pressureDiuretic efficiencyHeart failureAcute decompensated heart failure hospitalizationAcute decompensated heart failure treatmentAcute decompensated heart failurePressure reductionChronic oral medicationHeart failure admissionsHeart failure hospitalizationHeart failure treatmentSystolic blood pressureDiuretic doseImproved diuresisFailure hospitalizationOral medicationsFailure treatmentDiuresisFluid outputAdmission
2014
Dialysis versus Nondialysis in Patients with AKI: A Propensity-Matched Cohort Study
Wilson FP, Yang W, Machado CA, Mariani LH, Borovskiy Y, Berns JS, Feldman HI. Dialysis versus Nondialysis in Patients with AKI: A Propensity-Matched Cohort Study. Clinical Journal Of The American Society Of Nephrology 2014, 9: 673-681. PMID: 24651073, PMCID: PMC3974360, DOI: 10.2215/cjn.07630713.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAdultAgedBiomarkersCreatinineFemaleHospitalizationHumansKaplan-Meier EstimateLogistic ModelsMaleMiddle AgedMultivariate AnalysisOdds RatioPatient SelectionPennsylvaniaPropensity ScoreProportional Hazards ModelsRenal DialysisRisk AssessmentRisk FactorsSeverity of Illness IndexTime FactorsTreatment OutcomeConceptsInitiation of dialysisSerum creatinine concentrationCreatinine concentrationDialysis initiationDialyzed patientsSevere AKICohort studyPropensity-matched cohort studyPropensity scoreElevated creatinine levelOverall hazard ratioGreater survival benefitProportional hazards analysisAcute care hospitalsTime-varying propensity scoresPennsylvania Health SystemCause mortalityCreatinine levelsHazard ratioSurvival benefitCare hospitalDL increaseNondialyzed patientsPatient factorsLaboratory variables
2013
Sundays and Mortality in Patients with AKI
Wilson FP, Yang W, Schrauben S, Machado C, Lin JJ, Feldman HI. Sundays and Mortality in Patients with AKI. Clinical Journal Of The American Society Of Nephrology 2013, 8: 1863-1869. PMID: 23970128, PMCID: PMC3817908, DOI: 10.2215/cjn.03540413.Peer-Reviewed Original Research