2023
Joint Modeling of Clinical and Biomarker Data in Acute Kidney Injury Defines Unique Subphenotypes with Differing Outcomes
Vasquez-Rios G, Oh W, Lee S, Bhatraju P, Mansour S, Moledina D, Gulamali F, Siew E, Garg A, Sarder P, Chinchilli V, Kaufman J, Hsu C, Liu K, Kimmel P, Go A, Wurfel M, Himmelfarb J, Parikh C, Coca S, Nadkarni G. Joint Modeling of Clinical and Biomarker Data in Acute Kidney Injury Defines Unique Subphenotypes with Differing Outcomes. Clinical Journal Of The American Society Of Nephrology 2023, 18: 716-726. PMID: 36975209, PMCID: PMC10278836, DOI: 10.2215/cjn.0000000000000156.Peer-Reviewed Original ResearchConceptsSubphenotype 2Pro-brain natriuretic peptideNeutrophil gelatinase-associated lipocalinCox proportional hazards modelAKI stage 1AKI stage 2AKI stage 3Three-fold riskAcute kidney injuryTroponin T levelsGelatinase-associated lipocalinBiomarkers of inflammationKidney injury moleculeLongitudinal clinical outcomesTumor necrosis factor receptor 1Proportional hazards modelNecrosis factor receptor 1Factor receptor 1AKI subphenotypesCardiorenal eventsSepsis-AKISubphenotype 1Cardiovascular eventsKidney injuryHazard ratio
2017
Plasma Biomarkers and Kidney Function Decline in Early and Established Diabetic Kidney Disease
Coca SG, Nadkarni GN, Huang Y, Moledina DG, Rao V, Zhang J, Ferket B, Crowley ST, Fried LF, Parikh CR. Plasma Biomarkers and Kidney Function Decline in Early and Established Diabetic Kidney Disease. Journal Of The American Society Of Nephrology 2017, 28: 2786-2793. PMID: 28476763, PMCID: PMC5576932, DOI: 10.1681/asn.2016101101.Peer-Reviewed Original ResearchMeSH KeywordsAgedBiomarkersCase-Control StudiesDiabetes Mellitus, Type 2Diabetic NephropathiesDisease ProgressionFemaleGlomerular Filtration RateHepatitis A Virus Cellular Receptor 1HumansMaleMiddle AgedPredictive Value of TestsPrognosisProspective StudiesRandomized Controlled Trials as TopicReceptors, Tumor Necrosis Factor, Type IReceptors, Tumor Necrosis Factor, Type IIConceptsKidney injury molecule-1Diabetic kidney diseaseTNF receptor 1Progressive diabetic kidney diseaseRenal outcomesTNFR-2Kidney diseaseBaseline levelsAdvanced diabetic kidney diseaseIncident diabetic kidney diseaseKIM-1 levelsKidney function declineInjury molecule-1Prospective cohort studyBaseline plasma samplesBiomarkers of inflammationClinical prognostic modelDiverse pathophysiologic mechanismsType 2 diabetesCase-control studyHigher baseline levelsEGFR declineCohort studyFunction declinePathophysiologic mechanisms