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
2022
Pre-operative kidney biomarkers and risks for death, cardiovascular and chronic kidney disease events after cardiac surgery: the TRIBE-AKI study
Vasquez-Rios G, Moledina D, Jia Y, McArthur E, Mansour S, Thiessen-Philbrook H, Shlipak M, Koyner J, Garg A, Parikh C, Coca S. Pre-operative kidney biomarkers and risks for death, cardiovascular and chronic kidney disease events after cardiac surgery: the TRIBE-AKI study. Journal Of Cardiothoracic Surgery 2022, 17: 338. PMID: 36567329, PMCID: PMC9790121, DOI: 10.1186/s13019-022-02066-4.Peer-Reviewed Original ResearchConceptsKidney injury molecule-1Cardiovascular eventsCardiac surgeryCKD eventsCohort studyPlasma kidney injury molecule-1Chronic kidney disease (CKD) incidenceKidney disease incidenceKidney function dataPre-operative concentrationsInjury molecule-1Evaluation of patientsHigh-risk adultsLong-term outcomesHigh-risk individualsTumor necrosis factor receptorNecrosis factor receptorKidney eventsMedian followPlasma sTNFR1Hazard ratioClinical outcomesKidney biomarkersPlasma biomarkersClinical covariates
2019
Association of plasma-soluble ST2 and galectin-3 with cardiovascular events and mortality following cardiac surgery
Patel DM, Thiessen-Philbrook H, Brown JR, McArthur E, Moledina DG, Mansour SG, Shlipak MG, Koyner JL, Kavsak P, Whitlock RP, Everett AD, Malenka DJ, Garg AX, Coca SG, Parikh CR. Association of plasma-soluble ST2 and galectin-3 with cardiovascular events and mortality following cardiac surgery. American Heart Journal 2019, 220: 253-263. PMID: 31911262, PMCID: PMC7008086, DOI: 10.1016/j.ahj.2019.11.014.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedBiomarkersBlood ProteinsCardiac Surgical ProceduresCardiovascular DiseasesCause of DeathCohort StudiesCoronary Artery BypassFemaleGalectin 3GalectinsHeart Valve Prosthesis ImplantationHumansInterleukin-1 Receptor-Like 1 ProteinMalePostoperative ComplicationsProspective StudiesVentricular RemodelingConceptsGal-3 levelsCardiovascular eventsCardiac surgerySignificant post-operative morbidityGalectin-3Gal-3 valuesPlasma soluble ST2Composite primary outcomePrimary composite outcomePost-operative morbidityCongestive heart failurePost-operative changesPotential clinical utilityRandom-effects modelPlasma sST2Soluble suppressionComposite outcomeHazard ratioProspective cohortTumorigenicity 2Heart failurePrimary outcomeMyocardial remodelingClinical covariatesClinical utility