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Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel Reaction Monitoring-Mass Spectrometry Method
[Image: see text] Nonalcoholic steatohepatitis (NASH) is the fastest growing cause of hepatocellular carcinoma (HCC) in the United States. Changes in N-glycosylation on specific glycosites of serum proteins have been investigated as potential markers for the early detection of NASH-related HCC. Here...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261276/ https://www.ncbi.nlm.nih.gov/pubmed/35811936 http://dx.doi.org/10.1021/acsomega.2c02600 |
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author | Lin, Yu Zhu, Jianhui Zhang, Jie Dai, Jianliang Liu, Suyu Arroyo, Ana Rose, Marissa Singal, Amit G. Parikh, Neehar D. Lubman, David M. |
author_facet | Lin, Yu Zhu, Jianhui Zhang, Jie Dai, Jianliang Liu, Suyu Arroyo, Ana Rose, Marissa Singal, Amit G. Parikh, Neehar D. Lubman, David M. |
author_sort | Lin, Yu |
collection | PubMed |
description | [Image: see text] Nonalcoholic steatohepatitis (NASH) is the fastest growing cause of hepatocellular carcinoma (HCC) in the United States. Changes in N-glycosylation on specific glycosites of serum proteins have been investigated as potential markers for the early detection of NASH-related HCC. Herein, we report a glycopeptide with a Sialyl Lewis structure derived from serum haptoglobin (Hp) as a potential marker for NASH related HCCs among 95 patients with NASH, including 46 cirrhosis, 32 early-stage HCC, and 17 late-stage HCC. Hp immuno-isolated from patient serum was analyzed using LC-HCD-PRM-MS/MS followed by data analysis via Skyline software. Two glycopeptides involving site N184 and four glycopeptides involving site N241 were significantly changed in patients with HCC vs NASH cirrhosis (P < 0.05). The two-marker panel using N-glycopeptide N241_A4G4F2S4 showed the best performance for HCC detection when combined with α-fetoprotein (AFP), with an improved estimated area under the curve (AUC) = 0.898 (95% CI: 0.835, 0.951), compared to the AUC of 0.790(95% CI, 0.697 0.872) using AFP alone (P = 0.048). At 90% specificity, the combination of N241_A4G4F2S4 + AFP had an improved sensitivity of 63.3%, compared to the sensitivity of 52.3% using AFP alone. When using three markers, the panel of AFP + N241_A2G2F1S2 + N241_A4G4F2S4 yielded an estimated AUC of 0.928 (95% CI: 0.877, 0.970). Our findings indicated that N241_A4G4F2S4 may play an important role in distinguishing HCC from NASH cirrhosis. |
format | Online Article Text |
id | pubmed-9261276 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-92612762022-07-08 Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel Reaction Monitoring-Mass Spectrometry Method Lin, Yu Zhu, Jianhui Zhang, Jie Dai, Jianliang Liu, Suyu Arroyo, Ana Rose, Marissa Singal, Amit G. Parikh, Neehar D. Lubman, David M. ACS Omega [Image: see text] Nonalcoholic steatohepatitis (NASH) is the fastest growing cause of hepatocellular carcinoma (HCC) in the United States. Changes in N-glycosylation on specific glycosites of serum proteins have been investigated as potential markers for the early detection of NASH-related HCC. Herein, we report a glycopeptide with a Sialyl Lewis structure derived from serum haptoglobin (Hp) as a potential marker for NASH related HCCs among 95 patients with NASH, including 46 cirrhosis, 32 early-stage HCC, and 17 late-stage HCC. Hp immuno-isolated from patient serum was analyzed using LC-HCD-PRM-MS/MS followed by data analysis via Skyline software. Two glycopeptides involving site N184 and four glycopeptides involving site N241 were significantly changed in patients with HCC vs NASH cirrhosis (P < 0.05). The two-marker panel using N-glycopeptide N241_A4G4F2S4 showed the best performance for HCC detection when combined with α-fetoprotein (AFP), with an improved estimated area under the curve (AUC) = 0.898 (95% CI: 0.835, 0.951), compared to the AUC of 0.790(95% CI, 0.697 0.872) using AFP alone (P = 0.048). At 90% specificity, the combination of N241_A4G4F2S4 + AFP had an improved sensitivity of 63.3%, compared to the sensitivity of 52.3% using AFP alone. When using three markers, the panel of AFP + N241_A2G2F1S2 + N241_A4G4F2S4 yielded an estimated AUC of 0.928 (95% CI: 0.877, 0.970). Our findings indicated that N241_A4G4F2S4 may play an important role in distinguishing HCC from NASH cirrhosis. American Chemical Society 2022-06-22 /pmc/articles/PMC9261276/ /pubmed/35811936 http://dx.doi.org/10.1021/acsomega.2c02600 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Lin, Yu Zhu, Jianhui Zhang, Jie Dai, Jianliang Liu, Suyu Arroyo, Ana Rose, Marissa Singal, Amit G. Parikh, Neehar D. Lubman, David M. Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel Reaction Monitoring-Mass Spectrometry Method |
title | Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin
as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular
Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel
Reaction Monitoring-Mass Spectrometry Method |
title_full | Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin
as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular
Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel
Reaction Monitoring-Mass Spectrometry Method |
title_fullStr | Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin
as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular
Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel
Reaction Monitoring-Mass Spectrometry Method |
title_full_unstemmed | Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin
as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular
Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel
Reaction Monitoring-Mass Spectrometry Method |
title_short | Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin
as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular
Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel
Reaction Monitoring-Mass Spectrometry Method |
title_sort | glycopeptides with sialyl lewis antigen in serum haptoglobin
as candidate biomarkers for nonalcoholic steatohepatitis hepatocellular
carcinoma using a higher-energy collision-induced dissociation parallel
reaction monitoring-mass spectrometry method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261276/ https://www.ncbi.nlm.nih.gov/pubmed/35811936 http://dx.doi.org/10.1021/acsomega.2c02600 |
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