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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Bataller, Ramon
[3
]
Schnabl, Bernd
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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:
Department of Internal Medicine, Samsung Medical CenterDepartment of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of Medicine
Dong Hyun Sinn
Eileen L Yoon
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机构:
Department of Internal Medicine, Catholic University of Daegu School of MedicineDepartment of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of Medicine
Eileen L Yoon
Young Kul Jung
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Department of Internal Medicine, Korea University Ansan HospitalDepartment of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of Medicine
Young Kul Jung
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Ki Tae Suk
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Sang Soo Lee
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Chang Hyeong Lee
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Tae Hun Kim
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Jeong Han Kim
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Hyung Joon Yim
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Sung Eun Kim
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Soon Koo Baik
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Byung Seok Lee
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Jae Young Jang
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Young Seok Kim
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Sang Gyune Kim
Jin Mo Yang
论文数: 0引用数: 0
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Department of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of MedicineDepartment of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of Medicine
Jin Mo Yang
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Joo Hyun Sohn
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Heon Ju Lee
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Seung Ha Park
Eun Hee Choi
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Department of Internal Medicine, Chungnam National University, School of MedicineDepartment of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of Medicine
Eun Hee Choi
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Dong Joon Kim
Korean Acute-on-Chronic Liver Failure Study Group
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机构:Department of Internal Medicine, Inje University Haeundae Paik-Hospital, Inje University College of Medicine
机构:
Samsung Med Ctr, Dept Internal Med, Seoul 06351, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Sinn, Dong Hyun
Yoon, Eileen L.
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机构:
Inje Univ, Sanggye Paik Hosp, Dept Internal Med, Seoul 01757, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Yoon, Eileen L.
Jung, Young Kul
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Korea Univ, Ansan Hosp, Dept Internal Med, Ansan 15355, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Jung, Young Kul
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Suk, Ki Tae
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Lee, Sang Soo
Lee, Chang Hyeong
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Catholic Univ Daegu, Sch Med, Dept Internal Med, Daegu 42472, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Lee, Chang Hyeong
Kim, Tae Hun
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机构:
Ewha Womans Univ, Sch Med, Dept Internal Med, Seoul 07985, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Kim, Tae Hun
Kim, Jeong Han
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Konkuk Univ, Sch Med, Dept Internal Med, Seoul 05030, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Kim, Jeong Han
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Yim, Hyung Joon
Kim, Sung Eun
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机构:
Hallym Univ, Sacred Heart Hosp, Dept Internal Med, Anyang 14068, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Kim, Sung Eun
Baik, Soon Koo
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机构:
Yonsei Univ, Wonju Coll Med, Dept Internal Med, Wonju 26426, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Baik, Soon Koo
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Lee, Byung Seok
Jang, Jae Young
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Soonchunhyang Univ, Coll Med, Dept Internal Med, Seoul 04401, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Jang, Jae Young
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Kim, Young Seok
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Kim, Sang Gyune
Yang, Jin Mo
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机构:
Catholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Yang, Jin Mo
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Sohn, Joo Hyun
Lee, Heon Ju
论文数: 0引用数: 0
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机构:
Yeungnam Univ, Coll Med, Dept Internal Med, Daegu 42415, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Lee, Heon Ju
Park, Seung Ha
论文数: 0引用数: 0
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机构:
Inje Univ, Coll Med, Haeundae Paik Hosp, Dept Internal Med, Busan 48108, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Park, Seung Ha
Choi, Eun Hee
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Yonsei Univ, Wonju Coll Med, Inst Lifestyle Med, Wonju 26426, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea
Choi, Eun Hee
Kim, Dong Joon
论文数: 0引用数: 0
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Hallym Univ, Chuncheon Sacred Heart Hosp, Dept Internal Med, Sakju Ro 77,200-704, Chunchon 24253, South KoreaCatholic Univ Korea, Coll Med, Dept Internal Med, Seoul 06591, South Korea