Admission Serum Metabolites and Thyroxine Predict Advanced Hepatic Encephalopathy in a Multicenter Inpatient Cirrhosis Cohort

被引:13
作者
Bajaj, Jasmohan S. [1 ,12 ]
Tandon, Puneeta [2 ]
O'Leary, Jacqueline G. [3 ]
Reddy, K. Rajender [4 ]
Garcia-Tsao, Guadalupe [5 ]
Thuluvath, Paul [6 ]
Lai, Jennifer C. [7 ]
Subramanian, Ram M. [8 ]
Vargas, Hugo E. [9 ]
Wong, Florence [10 ]
Fagan, Andrew [1 ]
McGeorge, Sara [1 ]
Thacker, Leroy R. [1 ]
Kamath, Patrick S. [11 ]
Serum, Admission
机构
[1] Virginia Commonwealth Univ, Richmond Vet Affairs Med Ctr, Dept Med, Richmond, VA USA
[2] Univ Alberta, Dept Med, Edmonton, AB, Canada
[3] Dallas Vet Affairs Med Ctr, Dept Med, Dallas, TX USA
[4] Univ Penn, Dept Med, Philadelphia, PA USA
[5] Yale Univ Med Ctr, Dept Med, New Haven, CT USA
[6] Mercy Med Ctr, Dept Med, Baltimore, MD USA
[7] Univ Calif San Francisco, Dept Med, San Francisco, CA USA
[8] Emory Univ, Dept Med, Med Ctr, Atlanta, GA USA
[9] Mayo Clin Arizona, Dept Med, Phoenix, AZ USA
[10] Univ Toronto, Dept Med, Toronto, ON, Canada
[11] Mayo Clin Rochester, Dept Med, Rochester, MN USA
[12] Virginia Commonwealth Univ, Richmond Vet Affairs Med Ctr, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
关键词
Brain Failure; Acute-on-Chronic Liver Failure; Thyroid; Metabolomics; Outcomes; CHRONIC LIVER-FAILURE; ACID; MORTALITY; SURVIVAL; RISK;
D O I
10.1016/j.cgh.2022.03.046
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: Grades 3 to 4 hepatic encephalopathy (advanced HE), also termed brain failure, is an organ failure that defines acute-on-chronic liver failure. It is associated with poor outcomes in cirrhosis but cannot be predicted accurately. We aimed to determine the admission metab-olomic biomarkers able to predict the development of advanced HE with subsequent validation. METHODS: Prospective inpatient cirrhosis cohorts (multicenter and 2-center validation) without brain failure underwent admission serum collection and inpatient follow-up evaluation. Serum metabolomics were analyzed to predict brain failure on random forest analysis and logistic regression. A separate validation cohort also was recruited. RESULTS: The multicenter cohort included 602 patients, of whom 144 developed brain failure (105 only brain failure) 3 days after admission. Unadjusted random forest analysis showed that higheradmission microbially derived metabolites and lower isoleucine, thyroxine, and lysophospho-lipids were associated with brain failure development (area under the curve, 0.87 all; 0.90 brain failure only). Logistic regression area under the curve with only clinical variables significantly improved with metabolites (95% CI 0.65-0.75; P = .005). Four metabolites that significantly added to brain failure prediction were low thyroxine and maltose and high methyl-4-hydroxybenzoate sulfate and 3-4 dihydroxy butyrate. Thyroxine alone also significantly added to the model (P = .05). The validation cohort including 81 prospectively enrolled patients, of whom 11 developed brain failure. Admission hospital laboratory thyroxine levels predicted brain failure development despite controlling for clinical variables with high specificity. CONCLUSIONS: In a multicenter inpatient cohort, admission serum metabolites, including thyroxine, predicted advanced HE development independent of clinical factors. Admission low local laboratory thyroxine levels were validated as a predictor of advanced HE development in a separate cohort.
引用
收藏
页码:1031 / +
页数:13
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