1
|
Gao B, Zeng S, Maccioni L, Shi X, Armando A, Quehenberger O, Zhang X, Stärkel P, Schnabl B. Lipidomics for the Prediction of Progressive Liver Disease in Patients with Alcohol Use Disorder. Metabolites 2022; 12:433. [PMID: 35629937 PMCID: PMC9146183 DOI: 10.3390/metabo12050433] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/04/2022] [Accepted: 05/04/2022] [Indexed: 02/04/2023] Open
Abstract
Alcohol-related liver disease is a public health care burden globally. Only 10-20% of patients with alcohol use disorder have progressive liver disease. This study aimed to identify lipid biomarkers for the early identification of progressive alcohol-related liver disease, which is a key step for early intervention. We performed untargeted lipidomics analysis in serum and fecal samples for a cohort of 49 subjects, including 17 non-alcoholic controls, 16 patients with non-progressive alcohol-related liver disease, and 16 patients with progressive alcohol-related liver disease. The serum and fecal lipidome profiles in the two patient groups were different from that in the controls. Nine lipid biomarkers were identified that were significantly different between patients with progressive liver disease and patients with non-progressive liver disease in both serum and fecal samples. We further built a random forest model to predict progressive alcohol-related liver disease using nine lipid biomarkers. Fecal lipids performed better (Area Under the Curve, AUC = 0.90) than serum lipids (AUC = 0.79). The lipid biomarkers identified are promising candidates for the early identification of progressive alcohol-related liver disease.
Collapse
Affiliation(s)
- Bei Gao
- School of Marine Sciences, Nanjing University of Information Science and Technology, Nanjing 210044, China;
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; (S.Z.); (A.A.); (O.Q.)
| | - Suling Zeng
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; (S.Z.); (A.A.); (O.Q.)
| | - Luca Maccioni
- Laboratory of Hepato-Gastroenterology, Institute of Experimental and Clinical Research, Université Catholique de Louvain, 1200 Brussels, Belgium;
| | - Xiaochun Shi
- School of Environmental Science and Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China;
| | - Aaron Armando
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; (S.Z.); (A.A.); (O.Q.)
| | - Oswald Quehenberger
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; (S.Z.); (A.A.); (O.Q.)
| | - Xinlian Zhang
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA 92093, USA;
| | - Peter Stärkel
- Laboratory of Hepato-Gastroenterology, Institute of Experimental and Clinical Research, Université Catholique de Louvain, 1200 Brussels, Belgium;
- St. Luc University Hospital, Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Bernd Schnabl
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; (S.Z.); (A.A.); (O.Q.)
- Department of Medicine, VA San Diego Healthcare System, San Diego, CA 92161, USA
| |
Collapse
|
3
|
Tang N, Bamford P, Jones J, He M, Kane MA, Mooney SM, Bearer CF. Choline partially prevents the impact of ethanol on the lipid raft dependent functions of l1 cell adhesion molecule. Alcohol Clin Exp Res 2015; 38:2722-30. [PMID: 25421509 DOI: 10.1111/acer.12554] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 08/23/2014] [Indexed: 12/23/2022]
Abstract
BACKGROUND Fetal alcohol spectrum disorder, the leading known cause of mental retardation, is caused by alcohol exposure during pregnancy. One mechanism of ethanol (EtOH) teratogenicity is the disruption of the functions of L1 cell adhesion molecule (L1). These functions include enhancement of neurite outgrowth, trafficking through lipid rafts, and signal transduction. Recent data have shown that choline supplementation of rat pups reduces the effects of EtOH on neurobehavior. We sought to determine whether choline could prevent the effect of EtOH on L1 function using a simple experimental system. METHODS Cerebellar granule neurons (CGN) from postnatal day 6 rat pups were cultured with and without supplemental choline, and the effects on L1 signaling, lipid raft distribution, and neurite outgrowth were measured in the presence or absence of EtOH. RESULTS Choline significantly reduced the effect of EtOH on L1 signaling, the distribution of L1 in lipid rafts and L1-mediated neurite outgrowth. However, choline supplemented EtOH-exposed cultures remained significantly different than controls. CONCLUSIONS Choline pretreatment of CGN significantly reduces the disruption of L1 function by EtOH, but does not completely return L1 function to baseline. This experimental system will enable discovery of the mechanism of the neuroprotective effect of choline.
Collapse
Affiliation(s)
- Ningfeng Tang
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, Maryland
| | | | | | | | | | | | | |
Collapse
|
4
|
Jaremek M, Yu Z, Mangino M, Mittelstrass K, Prehn C, Singmann P, Xu T, Dahmen N, Weinberger KM, Suhre K, Peters A, Döring A, Hauner H, Adamski J, Illig T, Spector TD, Wang-Sattler R. Alcohol-induced metabolomic differences in humans. Transl Psychiatry 2013; 3:e276. [PMID: 23820610 PMCID: PMC3731787 DOI: 10.1038/tp.2013.55] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Revised: 05/16/2013] [Accepted: 05/25/2013] [Indexed: 12/25/2022] Open
Abstract
Alcohol consumption is one of the world's major risk factors for disease development. But underlying mechanisms by which moderate-to-heavy alcohol intake causes damage are poorly understood and biomarkers are sub-optimal. Here, we investigated metabolite concentration differences in relation to alcohol intake in 2090 individuals of the KORA F4 and replicated results in 261 KORA F3 and up to 629 females of the TwinsUK adult bioresource. Using logistic regression analysis adjusted for age, body mass index, smoking, high-density lipoproteins and triglycerides, we identified 40/18 significant metabolites in males/females with P-values <3.8E-04 (Bonferroni corrected) that differed in concentrations between moderate-to-heavy drinkers (MHD) and light drinkers (LD) in the KORA F4 study. We further identified specific profiles of the 10/5 metabolites in males/females that clearly separated LD from MHD in the KORA F4 cohort. For those metabolites, the respective area under the receiver operating characteristic curves were 0.812/0.679, respectively, thus providing moderate-to-high sensitivity and specificity for the discrimination of LD to MHD. A number of alcohol-related metabolites could be replicated in the KORA F3 and TwinsUK studies. Our data suggests that metabolomic profiles based on diacylphosphatidylcholines, lysophosphatidylcholines, ether lipids and sphingolipids form a new class of biomarkers for excess alcohol intake and have potential for future epidemiological and clinical studies.
Collapse
Affiliation(s)
- M Jaremek
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Z Yu
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - M Mangino
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - K Mittelstrass
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - C Prehn
- Institute of Experimental Genetics, Genome Analysis Center, Helmholtz Zentrum München, Neuherberg, Germany
| | - P Singmann
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - T Xu
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - N Dahmen
- Department of Psychiatry and Psychotherapy, University Medical Centre, Mainz, Germany
| | - K M Weinberger
- Biocrates Life Sciences AG, Innrain 66, Innsbruck, Austria,Institute for Electrical and Biomedical Engineering, University for Health Sciences, Medical Informatics and Technology, Eduard Wallnöfer-Zentrum 1, Tirol, Austria
| | - K Suhre
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Neuherberg, Germany,Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Doha, Qatar
| | - A Peters
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany,Institute of Epidemiology II, Helmholtz Zentrum München, Neuherberg, Germany,Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - A Döring
- Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg, Germany
| | - H Hauner
- Else Kroener-Fresenius-Centre for Nutritional Medicine, Klinikum rechts der Isar, Technische Universität München, München, Germany
| | - J Adamski
- Biocrates Life Sciences AG, Innrain 66, Innsbruck, Austria,Institute of Experimental Genetics, Life and Food Science Center Weihenstephan, Technische Universität München, München, Germany,Institute of Experimental Genetics, Genome Analysis Center, Helmholtz Zentrum München, Neuherberg 85764, Germany or Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg 85764, Germany. E-mail: or
| | - T Illig
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany,Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - T D Spector
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - R Wang-Sattler
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| |
Collapse
|
5
|
Insulin resistance, ceramide accumulation, and endoplasmic reticulum stress in human chronic alcohol-related liver disease. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2012; 2012:479348. [PMID: 22577490 PMCID: PMC3347750 DOI: 10.1155/2012/479348] [Citation(s) in RCA: 101] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2011] [Revised: 12/28/2011] [Accepted: 01/10/2012] [Indexed: 12/14/2022]
Abstract
Background. Chronic alcohol-related liver disease (ALD) is mediated by insulin resistance, mitochondrial dysfunction, inflammation, oxidative stress, and DNA damage. Recent studies suggest that dysregulated lipid metabolism with accumulation of ceramides, together with ER stress potentiate hepatic insulin resistance and may cause steatohepatitis to progress. Objective. We examined the degree to which hepatic insulin resistance in advanced human ALD is correlated with ER stress, dysregulated lipid metabolism, and ceramide accumulation. Methods. We assessed the integrity of insulin signaling through the Akt pathway and measured proceramide and ER stress gene expression, ER stress signaling proteins, and ceramide profiles in liver tissue. Results. Chronic ALD was associated with increased expression of insulin, IGF-1, and IGF-2 receptors, impaired signaling through IGF-1R and IRS1, increased expression of multiple proceramide and ER stress genes and proteins, and higher levels of the C14, C16, C18, and C20 ceramide species relative to control. Conclusions. In human chronic ALD, persistent hepatic insulin resistance is associated with dysregulated lipid metabolism, ceramide accumulation, and striking upregulation of multiple ER stress signaling molecules. Given the role of ceramides as mediators of ER stress and insulin resistance, treatment with ceramide enzyme inhibitors may help reverse or halt progression of chronic ALD.
Collapse
|
6
|
Supakul R, Liangpunsakul S. Alcoholic-induced hepatic steatosis--role of ceramide and protein phosphatase 2A. Transl Res 2011; 158:77-81. [PMID: 21757150 PMCID: PMC3137800 DOI: 10.1016/j.trsl.2011.03.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2011] [Revised: 03/17/2011] [Accepted: 03/22/2011] [Indexed: 12/20/2022]
Abstract
The mechanisms underlying alcohol-induced hepatic steatosis are complex, involving the disturbance of several signaling pathways. We have gained a better understanding of the role of the innate immune system in the liver and its effects on lipid metabolism and uncovered a number of circulating factors that can influence the response of the liver to ethanol. In this report, we will focus on the potential role of ceramide on AMP-activated protein kinase, as a mediator of alcohol-induced hepatic steatosis.
Collapse
Affiliation(s)
- Rodjawan Supakul
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN 46202-5124, USA
| | | |
Collapse
|
7
|
Liangpunsakul S, Sozio MS, Shin E, Zhao Z, Xu Y, Ross RA, Zeng Y, Crabb DW. Inhibitory effect of ethanol on AMPK phosphorylation is mediated in part through elevated ceramide levels. Am J Physiol Gastrointest Liver Physiol 2010; 298:G1004-12. [PMID: 20224005 PMCID: PMC3774334 DOI: 10.1152/ajpgi.00482.2009] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Ethanol treatment of cultured hepatoma cells and of mice inhibited the activity of AMP-activated protein kinase (AMPK). This study shows that the inhibitory effect of ethanol on AMPK phosphorylation is exerted through the inhibition of the phosphorylation of upstream kinases and the activation of protein phosphatase 2A (PP2A).Inhibition of AMPK phosphorylation by palmitate was attributed to ceramide-dependent PP2A activation. We hypothesized that the inhibitory effect of ethanol on AMPK phosphorylation was mediated partly through the generation of ceramide. The effect of ethanol and inhibitors of ceramide synthesis on AMPK phosphorylation, ceramide levels, and PP2A activity were assessed in rat hepatoma cells (H4IIEC3). The effect of ethanol on hepatic ceramide levels was also studied in C57BL/6J mice fed the Lieber-DeCarli diet. In H4IIEC3 cells, ceramide reduced AMPK phosphorylation when they were treated for between 4 and 12 h. The basal level of AMPK phosphorylation in hepatoma cells was increased with the treatment of ceramide synthase inhibitor, fumonisin B1. Ethanol treatment significantly increased cellular ceramide content and PP2A activity by approximately 18-23%, when the cells were treated with ethanol for between 4 and 12 h. These changes in intracellular ceramide concentrations and PP2A activity correlated with the time course over which ethanol inhibited AMPK phosphorylation. The activation of PP2A and inhibition of AMPK phosphorylation caused by ethanol was attenuated by fumonisin B1 and imipramine, an acid sphingomyelinase (SMase) inhibitor. There was a significant increase in the levels of ceramide and acid SMase mRNA in the livers of ethanol-fed mice compared with controls. We concluded that the effect of ethanol on AMPK appears to be mediated in part through increased cellular levels of ceramide and activation of PP2A.
Collapse
Affiliation(s)
- Suthat Liangpunsakul
- Departments of 1Medicine, Indiana University School of Medicine, Indianapolis, Indiana.
| | - Margaret S. Sozio
- Departments of 1Medicine, Division of Gastroenterology and Hepatology, Roudebush Veterans Administration Medical Center, and
| | - Eric Shin
- Departments of 1Medicine, Division of Gastroenterology and Hepatology, Roudebush Veterans Administration Medical Center, and
| | - Zhenwen Zhao
- 2Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Yan Xu
- 2Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Ruth A. Ross
- Departments of 1Medicine, Division of Gastroenterology and Hepatology, Roudebush Veterans Administration Medical Center, and
| | - Yan Zeng
- Departments of 1Medicine, Division of Gastroenterology and Hepatology, Roudebush Veterans Administration Medical Center, and
| | - David W. Crabb
- Departments of 1Medicine, Division of Gastroenterology and Hepatology, Roudebush Veterans Administration Medical Center, and
| |
Collapse
|