2023
Machine learning liver histology scores correlate with portal hypertension assessments in nonalcoholic steatohepatitis cirrhosis
Noureddin M, Goodman Z, Tai D, Chng E, Ren Y, Boudes P, Shlevin H, Garcia‐Tsao G, Harrison S, Chalasani N. Machine learning liver histology scores correlate with portal hypertension assessments in nonalcoholic steatohepatitis cirrhosis. Alimentary Pharmacology & Therapeutics 2023, 57: 409-417. PMID: 36647687, PMCID: PMC10107331, DOI: 10.1111/apt.17363.Peer-Reviewed Original ResearchConceptsHepatic venous pressure gradientPresence of varicesEnd of treatmentValidation cohortLiver histology scoresPhase 2b trialPrimary efficacy endpointVenous pressure gradientDevelopment of varicesNonalcoholic steatohepatitis cirrhosisImportant histologic featuresImportant clinical relevanceHVPG changesEfficacy endpointHVPG measurementLiver histologyUpper endoscopyLiver biopsyLiver outcomesHistologic variablesNASH cirrhosisHistologic featuresHypertension assessmentCirrhosis (HALT-C) TrialClinical trials
2022
Noninvasive predictors of clinically significant portal hypertension in NASH cirrhosis: Validation of ANTICIPATE models and development of a lab‐based model
Rabiee A, Deng Y, Ciarleglio M, Chan JL, Pons M, Genesca J, Garcia‐Tsao G. Noninvasive predictors of clinically significant portal hypertension in NASH cirrhosis: Validation of ANTICIPATE models and development of a lab‐based model. Hepatology Communications 2022, 6: 3324-3334. PMID: 36214066, PMCID: PMC9701481, DOI: 10.1002/hep4.2091.Peer-Reviewed Original ResearchConceptsHepatic venous pressure gradientSignificant portal hypertensionTransient elastographyNASH cirrhosisPortal hypertensionFibrosis-4 indexPresence of CSPHVenous pressure gradientNonalcoholic steatohepatitis cirrhosisBody mass indexLiver stiffness measurementGood calibrationCompensated cirrhosisFIB-4Mass indexPlatelet countValidation cohortNoninvasive predictorTraining cohortBaseline riskLaboratory valuesCirrhosisHigh riskSeparate cohortNoninvasive surrogate