Cargando…

PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma

Currently, surveillance strategies have inadequate performance for cirrhosis and early detection of hepatocellular carcinoma (HCC). The glycosylation of serum haptoglobin has shown to have significant differences between cirrhosis and HCC, thus can be used for diagnosis. We performed a comprehensive...

Descripción completa

Detalles Bibliográficos
Autores principales: Gutierrez Reyes, Cristian D., Huang, Yifan, Atashi, Mojgan, Zhang, Jie, Zhu, Jianhui, Liu, Suyu, Parikh, Neehar D., Singal, Amit G., Dai, Jianliang, Lubman, David M., Mechref, Yehia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400780/
https://www.ncbi.nlm.nih.gov/pubmed/34436504
http://dx.doi.org/10.3390/metabo11080563
_version_ 1783745395821641728
author Gutierrez Reyes, Cristian D.
Huang, Yifan
Atashi, Mojgan
Zhang, Jie
Zhu, Jianhui
Liu, Suyu
Parikh, Neehar D.
Singal, Amit G.
Dai, Jianliang
Lubman, David M.
Mechref, Yehia
author_facet Gutierrez Reyes, Cristian D.
Huang, Yifan
Atashi, Mojgan
Zhang, Jie
Zhu, Jianhui
Liu, Suyu
Parikh, Neehar D.
Singal, Amit G.
Dai, Jianliang
Lubman, David M.
Mechref, Yehia
author_sort Gutierrez Reyes, Cristian D.
collection PubMed
description Currently, surveillance strategies have inadequate performance for cirrhosis and early detection of hepatocellular carcinoma (HCC). The glycosylation of serum haptoglobin has shown to have significant differences between cirrhosis and HCC, thus can be used for diagnosis. We performed a comprehensive liquid chromatography—parallel reaction monitoring—mass spectrometry (LC-PRM-MS) approach, where a targeted parallel reaction monitoring (PRM) strategy was coupled to a powerful LC system, to study the site-specific isomerism of haptoglobin (Hp) extracted from cirrhosis and HCC patients. We found that our strategy was able to identify a large number of isomeric N-glycopeptides, mainly located in the Hp glycosylation site Asn207. Four N-glycopeptides were found to have significant changes in abundance between cirrhosis and HCC samples (p < 0.05). Strategic combinations of the significant N-glycopeptides, either with alpha-fetoprotein (AFP) or themselves, better estimate the areas under the curve (AUC) of their respective receiver operating characteristic (ROC) curves with respect to AFP. The combination of AFP with the isomeric sialylated fucosylated N-glycopeptides Asn207 + 5-6-1-2 and Asn207 + 5-6-1-3, resulted with an AUC value of 0.98, while the AUC value for AFP alone was 0.85. When comparing cirrhosis vs. early HCC, the isomeric N-glycopeptide Asn207 + 5-6-0-1 better estimated AUC with respect to AFP (AUC(AFP) = 0.81, and AUC(Asn207) + 5-6-0-1 = 0.88, respectively).
format Online
Article
Text
id pubmed-8400780
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84007802021-08-29 PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma Gutierrez Reyes, Cristian D. Huang, Yifan Atashi, Mojgan Zhang, Jie Zhu, Jianhui Liu, Suyu Parikh, Neehar D. Singal, Amit G. Dai, Jianliang Lubman, David M. Mechref, Yehia Metabolites Article Currently, surveillance strategies have inadequate performance for cirrhosis and early detection of hepatocellular carcinoma (HCC). The glycosylation of serum haptoglobin has shown to have significant differences between cirrhosis and HCC, thus can be used for diagnosis. We performed a comprehensive liquid chromatography—parallel reaction monitoring—mass spectrometry (LC-PRM-MS) approach, where a targeted parallel reaction monitoring (PRM) strategy was coupled to a powerful LC system, to study the site-specific isomerism of haptoglobin (Hp) extracted from cirrhosis and HCC patients. We found that our strategy was able to identify a large number of isomeric N-glycopeptides, mainly located in the Hp glycosylation site Asn207. Four N-glycopeptides were found to have significant changes in abundance between cirrhosis and HCC samples (p < 0.05). Strategic combinations of the significant N-glycopeptides, either with alpha-fetoprotein (AFP) or themselves, better estimate the areas under the curve (AUC) of their respective receiver operating characteristic (ROC) curves with respect to AFP. The combination of AFP with the isomeric sialylated fucosylated N-glycopeptides Asn207 + 5-6-1-2 and Asn207 + 5-6-1-3, resulted with an AUC value of 0.98, while the AUC value for AFP alone was 0.85. When comparing cirrhosis vs. early HCC, the isomeric N-glycopeptide Asn207 + 5-6-0-1 better estimated AUC with respect to AFP (AUC(AFP) = 0.81, and AUC(Asn207) + 5-6-0-1 = 0.88, respectively). MDPI 2021-08-23 /pmc/articles/PMC8400780/ /pubmed/34436504 http://dx.doi.org/10.3390/metabo11080563 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gutierrez Reyes, Cristian D.
Huang, Yifan
Atashi, Mojgan
Zhang, Jie
Zhu, Jianhui
Liu, Suyu
Parikh, Neehar D.
Singal, Amit G.
Dai, Jianliang
Lubman, David M.
Mechref, Yehia
PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma
title PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma
title_full PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma
title_fullStr PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma
title_full_unstemmed PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma
title_short PRM-MS Quantitative Analysis of Isomeric N-Glycopeptides Derived from Human Serum Haptoglobin of Patients with Cirrhosis and Hepatocellular Carcinoma
title_sort prm-ms quantitative analysis of isomeric n-glycopeptides derived from human serum haptoglobin of patients with cirrhosis and hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400780/
https://www.ncbi.nlm.nih.gov/pubmed/34436504
http://dx.doi.org/10.3390/metabo11080563
work_keys_str_mv AT gutierrezreyescristiand prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT huangyifan prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT atashimojgan prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT zhangjie prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT zhujianhui prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT liusuyu prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT parikhneehard prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT singalamitg prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT daijianliang prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT lubmandavidm prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma
AT mechrefyehia prmmsquantitativeanalysisofisomericnglycopeptidesderivedfromhumanserumhaptoglobinofpatientswithcirrhosisandhepatocellularcarcinoma