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Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis
Alcohol-related liver disease is one of the most prevalent liver diseases in the United States. Early stages of alcohol-related liver disease are characterized by accumulation of triglycerides in hepatocytes. Alcoholic hepatitis is a severe form of alcohol-related liver disease associated with signi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917657/ https://www.ncbi.nlm.nih.gov/pubmed/33672832 http://dx.doi.org/10.3390/biom11020281 |
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author | Gao, Bei Argemi, Josepmaria Bataller, Ramon Schnabl, Bernd |
author_facet | Gao, Bei Argemi, Josepmaria Bataller, Ramon Schnabl, Bernd |
author_sort | Gao, Bei |
collection | PubMed |
description | Alcohol-related liver disease is one of the most prevalent liver diseases in the United States. Early stages of alcohol-related liver disease are characterized by accumulation of triglycerides in hepatocytes. Alcoholic hepatitis is a severe form of alcohol-related liver disease associated with significant morbidity and mortality. We sought to identify patients who are at greatest risk of death using serum lipids. First, we performed lipidomics analysis on serum samples collected from 118 patients with alcoholic hepatitis to identify lipid markers that are associated with high risk of death. Next, we performed gene set enrichment analysis on liver transcriptomics data to identify dysregulated lipid metabolism in patients who received liver transplantation. Finally, we built a random forest model to predict 30-day mortality using serum lipids. A total of 277 lipids were annotated in the serum of patients with alcoholic hepatitis, among which 25 were significantly different between patients in the deceased and alive groups. Five chemical clusters were significantly altered between the two groups. In particular, acylcarnitine cluster was enriched in the deceased group. Several hepatic lipid metabolism pathways were dysregulated in patients with alcoholic hepatitis who received liver transplantation. The mRNA expression of genes involved in the fatty acid transport into mitochondria and β-oxidation were also dysregulated. When predicting 30-day mortality in alcoholic hepatitis patients using serum lipids, we found that the area under the curve achieved 0.95. Serum lipids such as acylcarnitines may serve as biomarkers to identify alcoholic hepatitis patients at the greatest risk of death. |
format | Online Article Text |
id | pubmed-7917657 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79176572021-03-02 Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis Gao, Bei Argemi, Josepmaria Bataller, Ramon Schnabl, Bernd Biomolecules Article Alcohol-related liver disease is one of the most prevalent liver diseases in the United States. Early stages of alcohol-related liver disease are characterized by accumulation of triglycerides in hepatocytes. Alcoholic hepatitis is a severe form of alcohol-related liver disease associated with significant morbidity and mortality. We sought to identify patients who are at greatest risk of death using serum lipids. First, we performed lipidomics analysis on serum samples collected from 118 patients with alcoholic hepatitis to identify lipid markers that are associated with high risk of death. Next, we performed gene set enrichment analysis on liver transcriptomics data to identify dysregulated lipid metabolism in patients who received liver transplantation. Finally, we built a random forest model to predict 30-day mortality using serum lipids. A total of 277 lipids were annotated in the serum of patients with alcoholic hepatitis, among which 25 were significantly different between patients in the deceased and alive groups. Five chemical clusters were significantly altered between the two groups. In particular, acylcarnitine cluster was enriched in the deceased group. Several hepatic lipid metabolism pathways were dysregulated in patients with alcoholic hepatitis who received liver transplantation. The mRNA expression of genes involved in the fatty acid transport into mitochondria and β-oxidation were also dysregulated. When predicting 30-day mortality in alcoholic hepatitis patients using serum lipids, we found that the area under the curve achieved 0.95. Serum lipids such as acylcarnitines may serve as biomarkers to identify alcoholic hepatitis patients at the greatest risk of death. MDPI 2021-02-14 /pmc/articles/PMC7917657/ /pubmed/33672832 http://dx.doi.org/10.3390/biom11020281 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gao, Bei Argemi, Josepmaria Bataller, Ramon Schnabl, Bernd Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis |
title | Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis |
title_full | Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis |
title_fullStr | Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis |
title_full_unstemmed | Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis |
title_short | Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis |
title_sort | serum acylcarnitines associated with high short-term mortality in patients with alcoholic hepatitis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917657/ https://www.ncbi.nlm.nih.gov/pubmed/33672832 http://dx.doi.org/10.3390/biom11020281 |
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