Cargando…

GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort

This study evaluates changes in metabolite levels in hepatocellular carcinoma (HCC) cases vs. patients with liver cirrhosis by analysis of human blood plasma using gas chromatography coupled with mass spectrometry (GC-MS). Untargeted metabolomic analysis of plasma samples from participants recruited...

Descripción completa

Detalles Bibliográficos
Autores principales: Nezami Ranjbar, Mohammad R., Luo, Yue, Di Poto, Cristina, Varghese, Rency S., Ferrarini, Alessia, Zhang, Chi, Sarhan, Naglaa I., Soliman, Hanan, Tadesse, Mahlet G., Ziada, Dina H., Roy, Rabindra, Ressom, Habtom W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4452085/
https://www.ncbi.nlm.nih.gov/pubmed/26030804
http://dx.doi.org/10.1371/journal.pone.0127299
_version_ 1782374248290975744
author Nezami Ranjbar, Mohammad R.
Luo, Yue
Di Poto, Cristina
Varghese, Rency S.
Ferrarini, Alessia
Zhang, Chi
Sarhan, Naglaa I.
Soliman, Hanan
Tadesse, Mahlet G.
Ziada, Dina H.
Roy, Rabindra
Ressom, Habtom W.
author_facet Nezami Ranjbar, Mohammad R.
Luo, Yue
Di Poto, Cristina
Varghese, Rency S.
Ferrarini, Alessia
Zhang, Chi
Sarhan, Naglaa I.
Soliman, Hanan
Tadesse, Mahlet G.
Ziada, Dina H.
Roy, Rabindra
Ressom, Habtom W.
author_sort Nezami Ranjbar, Mohammad R.
collection PubMed
description This study evaluates changes in metabolite levels in hepatocellular carcinoma (HCC) cases vs. patients with liver cirrhosis by analysis of human blood plasma using gas chromatography coupled with mass spectrometry (GC-MS). Untargeted metabolomic analysis of plasma samples from participants recruited in Egypt was performed using two GC-MS platforms: a GC coupled to single quadruple mass spectrometer (GC-qMS) and a GC coupled to a time-of-flight mass spectrometer (GC-TOFMS). Analytes that showed statistically significant changes in ion intensities were selected using ANOVA models. These analytes and other candidates selected from related studies were further evaluated by targeted analysis in plasma samples from the same participants as in the untargeted metabolomic analysis. The targeted analysis was performed using the GC-qMS in selected ion monitoring (SIM) mode. The method confirmed significant changes in the levels of glutamic acid, citric acid, lactic acid, valine, isoleucine, leucine, alpha tocopherol, cholesterol, and sorbose in HCC cases vs. patients with liver cirrhosis. Specifically, our findings indicate up-regulation of metabolites involved in branched-chain amino acid (BCAA) metabolism. Although BCAAs are increasingly used as a treatment for cancer cachexia, others have shown that BCAA supplementation caused significant enhancement of tumor growth via activation of mTOR/AKT pathway, which is consistent with our results that BCAAs are up-regulated in HCC.
format Online
Article
Text
id pubmed-4452085
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-44520852015-06-09 GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort Nezami Ranjbar, Mohammad R. Luo, Yue Di Poto, Cristina Varghese, Rency S. Ferrarini, Alessia Zhang, Chi Sarhan, Naglaa I. Soliman, Hanan Tadesse, Mahlet G. Ziada, Dina H. Roy, Rabindra Ressom, Habtom W. PLoS One Research Article This study evaluates changes in metabolite levels in hepatocellular carcinoma (HCC) cases vs. patients with liver cirrhosis by analysis of human blood plasma using gas chromatography coupled with mass spectrometry (GC-MS). Untargeted metabolomic analysis of plasma samples from participants recruited in Egypt was performed using two GC-MS platforms: a GC coupled to single quadruple mass spectrometer (GC-qMS) and a GC coupled to a time-of-flight mass spectrometer (GC-TOFMS). Analytes that showed statistically significant changes in ion intensities were selected using ANOVA models. These analytes and other candidates selected from related studies were further evaluated by targeted analysis in plasma samples from the same participants as in the untargeted metabolomic analysis. The targeted analysis was performed using the GC-qMS in selected ion monitoring (SIM) mode. The method confirmed significant changes in the levels of glutamic acid, citric acid, lactic acid, valine, isoleucine, leucine, alpha tocopherol, cholesterol, and sorbose in HCC cases vs. patients with liver cirrhosis. Specifically, our findings indicate up-regulation of metabolites involved in branched-chain amino acid (BCAA) metabolism. Although BCAAs are increasingly used as a treatment for cancer cachexia, others have shown that BCAA supplementation caused significant enhancement of tumor growth via activation of mTOR/AKT pathway, which is consistent with our results that BCAAs are up-regulated in HCC. Public Library of Science 2015-06-01 /pmc/articles/PMC4452085/ /pubmed/26030804 http://dx.doi.org/10.1371/journal.pone.0127299 Text en © 2015 Nezami Ranjbar 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
Nezami Ranjbar, Mohammad R.
Luo, Yue
Di Poto, Cristina
Varghese, Rency S.
Ferrarini, Alessia
Zhang, Chi
Sarhan, Naglaa I.
Soliman, Hanan
Tadesse, Mahlet G.
Ziada, Dina H.
Roy, Rabindra
Ressom, Habtom W.
GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort
title GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort
title_full GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort
title_fullStr GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort
title_full_unstemmed GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort
title_short GC-MS Based Plasma Metabolomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma in Egyptian Cohort
title_sort gc-ms based plasma metabolomics for identification of candidate biomarkers for hepatocellular carcinoma in egyptian cohort
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4452085/
https://www.ncbi.nlm.nih.gov/pubmed/26030804
http://dx.doi.org/10.1371/journal.pone.0127299
work_keys_str_mv AT nezamiranjbarmohammadr gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT luoyue gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT dipotocristina gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT vargheserencys gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT ferrarinialessia gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT zhangchi gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT sarhannaglaai gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT solimanhanan gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT tadessemahletg gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT ziadadinah gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT royrabindra gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort
AT ressomhabtomw gcmsbasedplasmametabolomicsforidentificationofcandidatebiomarkersforhepatocellularcarcinomainegyptiancohort