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Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma

SIMPLE SUMMARY: In this study, the application of capillary electrophoresis mass spectrometry enabled identification of 31 urinary peptides significantly associated with hepatocellular carcinoma diagnosis and prognosis. Further assessment of these peptides lead to prediction of cellular proteases in...

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Autores principales: Bannaga, Ayman, Metzger, Jochen, Voigtländer, Torsten, Pejchinovski, Martin, Frantzi, Maria, Book, Thorsten, James, Sean, Gopalakrishnan, Kishore, Mischak, Harald, Manns, Michael P., Arasaradnam, Ramesh P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8345155/
https://www.ncbi.nlm.nih.gov/pubmed/34359689
http://dx.doi.org/10.3390/cancers13153786
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author Bannaga, Ayman
Metzger, Jochen
Voigtländer, Torsten
Pejchinovski, Martin
Frantzi, Maria
Book, Thorsten
James, Sean
Gopalakrishnan, Kishore
Mischak, Harald
Manns, Michael P.
Arasaradnam, Ramesh P.
author_facet Bannaga, Ayman
Metzger, Jochen
Voigtländer, Torsten
Pejchinovski, Martin
Frantzi, Maria
Book, Thorsten
James, Sean
Gopalakrishnan, Kishore
Mischak, Harald
Manns, Michael P.
Arasaradnam, Ramesh P.
author_sort Bannaga, Ayman
collection PubMed
description SIMPLE SUMMARY: In this study, the application of capillary electrophoresis mass spectrometry enabled identification of 31 urinary peptides significantly associated with hepatocellular carcinoma diagnosis and prognosis. Further assessment of these peptides lead to prediction of cellular proteases involved in their development namely Meprin A subunit α and Kallikrein-6. Subsequent identification of the proteases was verified by immunohistochemistry in normal liver, cirrhosis and hepatocellular carcinoma. Histopathological assessment of the proteases revealed numerical gradient staining signifying their involvement in liver fibrosis and hepatocellular carcinoma formation. The discovered urinary peptides offered a potential noninvasive tool for diagnosis and prognosis of hepatocellular carcinoma. ABSTRACT: Hepatocellular carcinoma (HCC) is known to be associated with protein alterations and extracellular fibrous deposition. We investigated the urinary proteomic profiles of HCC patients in this prospective cross sectional multicentre study. 195 patients were recruited from the UK (Coventry) and Germany (Hannover) between 1 January 2013 and 30 June 2019. Out of these, 57 were HCC patients with a background of liver cirrhosis (LC) and 138 were non-HCC controls; 72 patients with LC, 57 with non-cirrhotic liver disease and 9 with normal liver function. Analysis of the urine samples was performed by capillary electrophoresis (CE) coupled to mass spectrometry (MS). Peptide sequences were obtained and 31 specific peptide markers for HCC were identified and further integrated into a multivariate classification model. The peptide model demonstrated 79.5% sensitivity and 85.1% specificity (95% CI: 0.81–0.93, p < 0.0001) for HCC and 4.1-fold increased risk of death (95% CI: 1.7–9.8, p = 0.0005). Proteases potentially involved in HCC progression were mapped to the N- and C-terminal sequence motifs of the CE-MS peptide markers. In silico protease prediction revealed that kallikrein-6 (KLK6) elicits increased activity, whilst Meprin A subunit α (MEP1A) has reduced activity in HCC compared to the controls. Tissue expression of KLK6 and MEP1A was subsequently verified by immunohistochemistry.
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spelling pubmed-83451552021-08-07 Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma Bannaga, Ayman Metzger, Jochen Voigtländer, Torsten Pejchinovski, Martin Frantzi, Maria Book, Thorsten James, Sean Gopalakrishnan, Kishore Mischak, Harald Manns, Michael P. Arasaradnam, Ramesh P. Cancers (Basel) Article SIMPLE SUMMARY: In this study, the application of capillary electrophoresis mass spectrometry enabled identification of 31 urinary peptides significantly associated with hepatocellular carcinoma diagnosis and prognosis. Further assessment of these peptides lead to prediction of cellular proteases involved in their development namely Meprin A subunit α and Kallikrein-6. Subsequent identification of the proteases was verified by immunohistochemistry in normal liver, cirrhosis and hepatocellular carcinoma. Histopathological assessment of the proteases revealed numerical gradient staining signifying their involvement in liver fibrosis and hepatocellular carcinoma formation. The discovered urinary peptides offered a potential noninvasive tool for diagnosis and prognosis of hepatocellular carcinoma. ABSTRACT: Hepatocellular carcinoma (HCC) is known to be associated with protein alterations and extracellular fibrous deposition. We investigated the urinary proteomic profiles of HCC patients in this prospective cross sectional multicentre study. 195 patients were recruited from the UK (Coventry) and Germany (Hannover) between 1 January 2013 and 30 June 2019. Out of these, 57 were HCC patients with a background of liver cirrhosis (LC) and 138 were non-HCC controls; 72 patients with LC, 57 with non-cirrhotic liver disease and 9 with normal liver function. Analysis of the urine samples was performed by capillary electrophoresis (CE) coupled to mass spectrometry (MS). Peptide sequences were obtained and 31 specific peptide markers for HCC were identified and further integrated into a multivariate classification model. The peptide model demonstrated 79.5% sensitivity and 85.1% specificity (95% CI: 0.81–0.93, p < 0.0001) for HCC and 4.1-fold increased risk of death (95% CI: 1.7–9.8, p = 0.0005). Proteases potentially involved in HCC progression were mapped to the N- and C-terminal sequence motifs of the CE-MS peptide markers. In silico protease prediction revealed that kallikrein-6 (KLK6) elicits increased activity, whilst Meprin A subunit α (MEP1A) has reduced activity in HCC compared to the controls. Tissue expression of KLK6 and MEP1A was subsequently verified by immunohistochemistry. MDPI 2021-07-27 /pmc/articles/PMC8345155/ /pubmed/34359689 http://dx.doi.org/10.3390/cancers13153786 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
Bannaga, Ayman
Metzger, Jochen
Voigtländer, Torsten
Pejchinovski, Martin
Frantzi, Maria
Book, Thorsten
James, Sean
Gopalakrishnan, Kishore
Mischak, Harald
Manns, Michael P.
Arasaradnam, Ramesh P.
Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma
title Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma
title_full Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma
title_fullStr Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma
title_full_unstemmed Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma
title_short Pathophysiological Implications of Urinary Peptides in Hepatocellular Carcinoma
title_sort pathophysiological implications of urinary peptides in hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8345155/
https://www.ncbi.nlm.nih.gov/pubmed/34359689
http://dx.doi.org/10.3390/cancers13153786
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