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Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment

Liver disease is the greatest cause of death related to alcohol and a major public health problem. While excessive alcohol intake results in hepatosteatosis in most individuals, this can progress in some to more severe forms of liver disease including fibrosis and cirrhosis. An ongoing challenge in...

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Autores principales: Meikle, Peter J., Mundra, Piyushkumar A., Wong, Gerard, Rahman, Khairunnessa, Huynh, Kevin, Barlow, Christopher K., Duly, Alastair M. P., Haber, Paul S., Whitfield, John B., Seth, Devanshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479371/
https://www.ncbi.nlm.nih.gov/pubmed/26107182
http://dx.doi.org/10.1371/journal.pone.0130346
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author Meikle, Peter J.
Mundra, Piyushkumar A.
Wong, Gerard
Rahman, Khairunnessa
Huynh, Kevin
Barlow, Christopher K.
Duly, Alastair M. P.
Haber, Paul S.
Whitfield, John B.
Seth, Devanshi
author_facet Meikle, Peter J.
Mundra, Piyushkumar A.
Wong, Gerard
Rahman, Khairunnessa
Huynh, Kevin
Barlow, Christopher K.
Duly, Alastair M. P.
Haber, Paul S.
Whitfield, John B.
Seth, Devanshi
author_sort Meikle, Peter J.
collection PubMed
description Liver disease is the greatest cause of death related to alcohol and a major public health problem. While excessive alcohol intake results in hepatosteatosis in most individuals, this can progress in some to more severe forms of liver disease including fibrosis and cirrhosis. An ongoing challenge in the management of alcoholic liver disease is the identification of liver injury early in the disease process such that intervention strategies can prevent serious long term outcomes. Given that excessive alcohol consumption results in dysregulation of lipid metabolism we applied lipid profiling technology to characterise and compare serum lipid profiles from excessive chronic drinkers with no liver disease to those with advanced alcoholic cirrhosis. In a cohort of 59 excessive drinkers (31 with liver cirrhosis and 28 with no evidence of liver disease) we used electrospray ionisation tandem mass spectrometry to measure over 300 individual lipid species in serum, including species of the major phospholipid, sphingolipid, glycerolipid and sterol classes. Six of the 25 lipid classes and subclasses were significantly associated with alcoholic liver cirrhosis; these included dihexosylceramide, trihexosylceramide, alkylphosphatidylcholine, lysoalkylphosphatidylcholine, phosphatidylinositol and free cholesterol. Multivariate classification models created with only clinical characteristics gave an optimal model with an AUC of 0.847 and an accuracy of 79.7%. The addition of lipid measurements to the clinical characteristics resulted in models of improved performance with an AUC of 0.892 and accuracy of 81.8%. The gain in AUC and accuracy of the combined models highlight the potential of serum lipids as markers of liver injury in alcoholic liver disease.
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spelling pubmed-44793712015-06-29 Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment Meikle, Peter J. Mundra, Piyushkumar A. Wong, Gerard Rahman, Khairunnessa Huynh, Kevin Barlow, Christopher K. Duly, Alastair M. P. Haber, Paul S. Whitfield, John B. Seth, Devanshi PLoS One Research Article Liver disease is the greatest cause of death related to alcohol and a major public health problem. While excessive alcohol intake results in hepatosteatosis in most individuals, this can progress in some to more severe forms of liver disease including fibrosis and cirrhosis. An ongoing challenge in the management of alcoholic liver disease is the identification of liver injury early in the disease process such that intervention strategies can prevent serious long term outcomes. Given that excessive alcohol consumption results in dysregulation of lipid metabolism we applied lipid profiling technology to characterise and compare serum lipid profiles from excessive chronic drinkers with no liver disease to those with advanced alcoholic cirrhosis. In a cohort of 59 excessive drinkers (31 with liver cirrhosis and 28 with no evidence of liver disease) we used electrospray ionisation tandem mass spectrometry to measure over 300 individual lipid species in serum, including species of the major phospholipid, sphingolipid, glycerolipid and sterol classes. Six of the 25 lipid classes and subclasses were significantly associated with alcoholic liver cirrhosis; these included dihexosylceramide, trihexosylceramide, alkylphosphatidylcholine, lysoalkylphosphatidylcholine, phosphatidylinositol and free cholesterol. Multivariate classification models created with only clinical characteristics gave an optimal model with an AUC of 0.847 and an accuracy of 79.7%. The addition of lipid measurements to the clinical characteristics resulted in models of improved performance with an AUC of 0.892 and accuracy of 81.8%. The gain in AUC and accuracy of the combined models highlight the potential of serum lipids as markers of liver injury in alcoholic liver disease. Public Library of Science 2015-06-24 /pmc/articles/PMC4479371/ /pubmed/26107182 http://dx.doi.org/10.1371/journal.pone.0130346 Text en © 2015 Meikle et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Meikle, Peter J.
Mundra, Piyushkumar A.
Wong, Gerard
Rahman, Khairunnessa
Huynh, Kevin
Barlow, Christopher K.
Duly, Alastair M. P.
Haber, Paul S.
Whitfield, John B.
Seth, Devanshi
Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment
title Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment
title_full Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment
title_fullStr Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment
title_full_unstemmed Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment
title_short Circulating Lipids Are Associated with Alcoholic Liver Cirrhosis and Represent Potential Biomarkers for Risk Assessment
title_sort circulating lipids are associated with alcoholic liver cirrhosis and represent potential biomarkers for risk assessment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479371/
https://www.ncbi.nlm.nih.gov/pubmed/26107182
http://dx.doi.org/10.1371/journal.pone.0130346
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