Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1782377998635237376 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4479371 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT meiklepeterj circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT mundrapiyushkumara circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT wonggerard circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT rahmankhairunnessa circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT huynhkevin circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT barlowchristopherk circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT dulyalastairmp circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT haberpauls circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT whitfieldjohnb circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment AT sethdevanshi circulatinglipidsareassociatedwithalcoholiclivercirrhosisandrepresentpotentialbiomarkersforriskassessment |