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Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis

Early and differential diagnosis of intrahepatic cholangiocarcinoma (iCCA) and hepatocellular carcinoma (HCC) by noninvasive methods represents a current clinical challenge. The analysis of low‐molecular‐weight metabolites by new high‐throughput techniques is a strategy for identifying biomarkers. H...

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Autores principales: Banales, Jesus M., Iñarrairaegui, Mercedes, Arbelaiz, Ander, Milkiewicz, Piotr, Muntané, Jordi, Muñoz‐Bellvis, Luis, La Casta, Adelaida, Gonzalez, Luis M., Arretxe, Enara, Alonso, Cristina, Martínez‐Arranz, Ibon, Lapitz, Ainhoa, Santos‐Laso, Alvaro, Avila, Matias A., Martínez‐Chantar, Maria L., Bujanda, Luis, Marin, Jose J.G., Sangro, Bruno, Macias, Rocio I.R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767196/
https://www.ncbi.nlm.nih.gov/pubmed/30325540
http://dx.doi.org/10.1002/hep.30319
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author Banales, Jesus M.
Iñarrairaegui, Mercedes
Arbelaiz, Ander
Milkiewicz, Piotr
Muntané, Jordi
Muñoz‐Bellvis, Luis
La Casta, Adelaida
Gonzalez, Luis M.
Arretxe, Enara
Alonso, Cristina
Martínez‐Arranz, Ibon
Lapitz, Ainhoa
Santos‐Laso, Alvaro
Avila, Matias A.
Martínez‐Chantar, Maria L.
Bujanda, Luis
Marin, Jose J.G.
Sangro, Bruno
Macias, Rocio I.R.
author_facet Banales, Jesus M.
Iñarrairaegui, Mercedes
Arbelaiz, Ander
Milkiewicz, Piotr
Muntané, Jordi
Muñoz‐Bellvis, Luis
La Casta, Adelaida
Gonzalez, Luis M.
Arretxe, Enara
Alonso, Cristina
Martínez‐Arranz, Ibon
Lapitz, Ainhoa
Santos‐Laso, Alvaro
Avila, Matias A.
Martínez‐Chantar, Maria L.
Bujanda, Luis
Marin, Jose J.G.
Sangro, Bruno
Macias, Rocio I.R.
author_sort Banales, Jesus M.
collection PubMed
description Early and differential diagnosis of intrahepatic cholangiocarcinoma (iCCA) and hepatocellular carcinoma (HCC) by noninvasive methods represents a current clinical challenge. The analysis of low‐molecular‐weight metabolites by new high‐throughput techniques is a strategy for identifying biomarkers. Here, we have investigated whether serum metabolome can provide useful biomarkers in the diagnosis of iCCA and HCC and could discriminate iCCA from HCC. Because primary sclerosing cholangitis (PSC) is a risk factor for CCA, serum metabolic profiles of PSC and CCA have also been compared. The analysis of the levels of lipids and amino acids in the serum of patients with iCCA, HCC, and PSC and healthy individuals (n = 20/group) showed differential profiles. Several metabolites presented high diagnostic value for iCCA versus control, HCC versus control, and PSC versus control, with areas under the receiver operating characteristic curve (AUC) greater than those found in serum for the nonspecific tumor markers carbohydrate antigen 19‐9 (CA 19‐9) and alpha‐fetoprotein (AFP), commonly used to help in the diagnosis of iCCA and HCC, respectively. The development of an algorithm combining glycine, aspartic acid, SM(42:3), and SM(43:2) permitted to accurately differentiate in the diagnosis of both types of tumors (biopsy‐proven). The proposed model yielded 0.890 AUC, 75% sensitivity, and 90% specificity. Another algorithm by combination of PC(34:3) and histidine accurately permitted to differentiate PSC from iCCA, with an AUC of 0.990, 100% sensitivity, and 70% specificity. These results were validated in independent cohorts of 14‐15 patients per group and compared with profiles found in patients with nonalcoholic fatty liver disease/nonalcoholic steatohepatitis. Conclusion: Specific changes in serum concentrations of certain metabolites are useful to differentiate iCCA from HCC or PSC, and could help in the early diagnosis of these diseases.
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spelling pubmed-67671962019-10-03 Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis Banales, Jesus M. Iñarrairaegui, Mercedes Arbelaiz, Ander Milkiewicz, Piotr Muntané, Jordi Muñoz‐Bellvis, Luis La Casta, Adelaida Gonzalez, Luis M. Arretxe, Enara Alonso, Cristina Martínez‐Arranz, Ibon Lapitz, Ainhoa Santos‐Laso, Alvaro Avila, Matias A. Martínez‐Chantar, Maria L. Bujanda, Luis Marin, Jose J.G. Sangro, Bruno Macias, Rocio I.R. Hepatology Original Articles Early and differential diagnosis of intrahepatic cholangiocarcinoma (iCCA) and hepatocellular carcinoma (HCC) by noninvasive methods represents a current clinical challenge. The analysis of low‐molecular‐weight metabolites by new high‐throughput techniques is a strategy for identifying biomarkers. Here, we have investigated whether serum metabolome can provide useful biomarkers in the diagnosis of iCCA and HCC and could discriminate iCCA from HCC. Because primary sclerosing cholangitis (PSC) is a risk factor for CCA, serum metabolic profiles of PSC and CCA have also been compared. The analysis of the levels of lipids and amino acids in the serum of patients with iCCA, HCC, and PSC and healthy individuals (n = 20/group) showed differential profiles. Several metabolites presented high diagnostic value for iCCA versus control, HCC versus control, and PSC versus control, with areas under the receiver operating characteristic curve (AUC) greater than those found in serum for the nonspecific tumor markers carbohydrate antigen 19‐9 (CA 19‐9) and alpha‐fetoprotein (AFP), commonly used to help in the diagnosis of iCCA and HCC, respectively. The development of an algorithm combining glycine, aspartic acid, SM(42:3), and SM(43:2) permitted to accurately differentiate in the diagnosis of both types of tumors (biopsy‐proven). The proposed model yielded 0.890 AUC, 75% sensitivity, and 90% specificity. Another algorithm by combination of PC(34:3) and histidine accurately permitted to differentiate PSC from iCCA, with an AUC of 0.990, 100% sensitivity, and 70% specificity. These results were validated in independent cohorts of 14‐15 patients per group and compared with profiles found in patients with nonalcoholic fatty liver disease/nonalcoholic steatohepatitis. Conclusion: Specific changes in serum concentrations of certain metabolites are useful to differentiate iCCA from HCC or PSC, and could help in the early diagnosis of these diseases. John Wiley and Sons Inc. 2019-02-14 2019-08 /pmc/articles/PMC6767196/ /pubmed/30325540 http://dx.doi.org/10.1002/hep.30319 Text en © 2018 The Authors. Hepatology published by Wiley Periodicals, Inc., on behalf of American Association for the Study of Liver Diseases. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Banales, Jesus M.
Iñarrairaegui, Mercedes
Arbelaiz, Ander
Milkiewicz, Piotr
Muntané, Jordi
Muñoz‐Bellvis, Luis
La Casta, Adelaida
Gonzalez, Luis M.
Arretxe, Enara
Alonso, Cristina
Martínez‐Arranz, Ibon
Lapitz, Ainhoa
Santos‐Laso, Alvaro
Avila, Matias A.
Martínez‐Chantar, Maria L.
Bujanda, Luis
Marin, Jose J.G.
Sangro, Bruno
Macias, Rocio I.R.
Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis
title Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis
title_full Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis
title_fullStr Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis
title_full_unstemmed Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis
title_short Serum Metabolites as Diagnostic Biomarkers for Cholangiocarcinoma, Hepatocellular Carcinoma, and Primary Sclerosing Cholangitis
title_sort serum metabolites as diagnostic biomarkers for cholangiocarcinoma, hepatocellular carcinoma, and primary sclerosing cholangitis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767196/
https://www.ncbi.nlm.nih.gov/pubmed/30325540
http://dx.doi.org/10.1002/hep.30319
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