Development of biomarker combinations for postoperative acute kidney injury via Bayesian model selection in a multicenter cohort study
Meisner A, Kerr KF, Thiessen-Philbrook H, Wilson FP, Garg AX, Shlipak MG, Kavsak P, Whitlock RP, Coca SG, Parikh CR. Development of biomarker combinations for postoperative acute kidney injury via Bayesian model selection in a multicenter cohort study. Biomarker Research 2018, 6: 3. PMID: 29344362, PMCID: PMC5767010, DOI: 10.1186/s40364-018-0117-z.Peer-Reviewed Original ResearchCardiopulmonary bypass timeMild AKISevere AKICardiac surgeryBiomarker combinationsBypass timeKidney injurySerum creatininePostoperative acute kidney injuryB-type natriuretic peptideAcute kidney injuryBackgroundAcute kidney injuryHeart-type fatty acidMethodsThe primary endpointSerum creatinine increaseMulticenter cohort studyPlasma interleukin-6Optimism-corrected AUCPostoperative biomarkersCreatinine increaseHospital stayPrimary endpointPreoperative levelsCohort studyFrequent complication