Serum Acylcarnitines Associated with High Short-Term Mortality in Patients with Alcoholic Hepatitis
被引:7
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作者:
Gao, Bei
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机构:
Nanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 210044, Peoples R China
Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USANanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 210044, Peoples R China
Gao, Bei
[1
,2
]
Argemi, Josepmaria
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机构:
Univ Pittsburgh, Med Ctr, Pittsburgh Liver Res Ctr, Dept Med,Div Gastroenterol Hepatol & Nutr, Pittsburgh, PA 15260 USANanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 210044, Peoples R China
Argemi, Josepmaria
[3
]
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机构:
Bataller, Ramon
[3
]
Schnabl, Bernd
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h-index: 0
机构:
Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
VA San Diego Healthcare Syst, Dept Med, San Diego, CA 92161 USANanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 210044, Peoples R China
Schnabl, Bernd
[2
,4
]
机构:
[1] Nanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 210044, Peoples R China
[2] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
[3] Univ Pittsburgh, Med Ctr, Pittsburgh Liver Res Ctr, Dept Med,Div Gastroenterol Hepatol & Nutr, Pittsburgh, PA 15260 USA
[4] VA San Diego Healthcare Syst, Dept Med, San Diego, CA 92161 USA
lipidomics;
acylcarnitine;
random forest;
carnitine system;
LIPID-METABOLISM;
PATHOGENESIS;
HOST;
D O I:
10.3390/biom11020281
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
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 beta-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.
机构:
Univ Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, GermanyUniv Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, Germany
Spivak, Igor
Gueldiken, Nurdan
论文数: 0引用数: 0
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机构:
Univ Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, GermanyUniv Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, Germany
Gueldiken, Nurdan
Cabezas, Joaquin
论文数: 0引用数: 0
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机构:
Univ North Carolina Chapel Hill, Ctr Liver, Chapel Hill, NC USA
Univ Hosp Marques de Valdecilla, Gastroenterol & Hepatol Unit, Santander, SpainUniv Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, Germany
Cabezas, Joaquin
Argemi, Josepmaria
论文数: 0引用数: 0
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机构:
Univ Pittsburgh, Med Ctr, Pittsburgh Liver Res Ctr, Pittsburgh, PA USAUniv Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, Germany
Argemi, Josepmaria
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Bataller, Ramon
Trautwein, Christian
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机构:
Univ Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, GermanyUniv Hosp RWTH Aachen, Gastroenterol Metab Dis & Intens Care, Med Clin 2, Aachen, Germany
机构:
Tongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Fang, Xueqing
Su, Congling
论文数: 0引用数: 0
h-index: 0
机构:
Bengbu Med Univ, Grad Sch, Bengbu 233000, Peoples R China
Bengbu Med Univ, Tongling Hosp, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Su, Congling
Luo, Yan
论文数: 0引用数: 0
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机构:
Vocat & Tech Coll Tongling, Dept Nursing, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Luo, Yan
Pan, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Tongling Peoples Hosp, Microbiol Lab, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Pan, Kai
Lin, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Tongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Bengbu Med Univ, Tongling Hosp, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Lin, Jian
Song, Youliang
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机构:
Tongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Song, Youliang
Huang, Yize
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机构:
Tongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Huang, Yize
Hu, Xiaochun
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机构:
Tongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
Hu, Xiaochun
Shen, Zhiyong
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机构:
Tongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R ChinaTongling Peoples Hosp, Dept Infect Dis, Tongling 244000, Peoples R China
机构:
Chinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R China
Wong, G. L. H.
Wong, V. W. S.
论文数: 0引用数: 0
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机构:
Chinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R China
Wong, V. W. S.
Chan, H. L. Y.
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机构:
Chinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R China
机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Resp Med, Beijing 100853, Peoples R China
Capital Med Univ, Beijing Inst Resp Med, Beijing Chao Yang Hosp, Dept Resp & Crit Care Med, Beijing 100020, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Resp Med, Beijing 100853, Peoples R China
Wang, Huijuan
Yu, Bingxiang
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机构:
Gen Hosp Chinese Peoples Liberat Army, Int Med Ctr, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Resp Med, Beijing 100853, Peoples R China
Yu, Bingxiang
Deng, Jie
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机构:
Beijing Nanyuan Hosp, Dept Resp Med, Beijing 100076, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Resp Med, Beijing 100853, Peoples R China
Deng, Jie
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机构:
Jin, Yang
Xie, Lixin
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机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Resp Med, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Resp Med, Beijing 100853, Peoples R China