Abstract
Aim: To assess the ability of signature metabolites alone, or in combination with the model for end-stage liver disease-Na (MELD-Na) score to predict mortality in patients with cirrhosis caused by primary biliary cholangitis or primary sclerosing cholangitis. Materials & methods: Plasma metabolites were detected using ultrahigh-performance liquid chromatography/tandem mass spectrometry in 39 patients with cirrhosis caused by primary biliary cholangitis or primary sclerosing cholangitis. Mortality was predicted using Cox proportional hazards regression and time-dependent receiver operating characteristic curve analyses. Results: The top five metabolites with significantly greater accuracy than the MELD-Na score (area under the receiver operating characteristic curve [AUROC] = 0.7591) to predict 1-year mortality were myo-inositol (AUROC = 0.9537), N-Acetylputrescine (AUROC = 0.9018), trans-Aconitate (AUROC = 0.8880), erythronate (AUROC = 0.8345) and N6-carbamoylthreonyladenosine (AUROC = 0.8055). Several combined MELD-Na-metabolite models increased the accuracy of predicted 1-year mortality substantially (AUROC increased from 0.7591 up to 0.9392). Conclusion: Plasma metabolites have the potential to enhance the accuracy of mortality predictions, minimize underestimates of mortality in patients with cirrhosis and low MELD-Na scores, and promote equitable allocation of donor livers.
Original language | English (US) |
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Pages (from-to) | FSO441 |
Journal | Future Science OA |
Volume | 6 |
Issue number | 2 |
DOIs | |
State | Published - Dec 17 2019 |
Keywords
- MELD-Na score
- biomarker
- cirrhosis
- liver transplantation
- metabolite
- metabolomics
- mortality
- myo-inositol
- primary biliary cholangitis
- primary sclerosing cholangitis
ASJC Scopus subject areas
- Biotechnology