Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783454861096910848 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6767196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT banalesjesusm serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT inarrairaeguimercedes serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT arbelaizander serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT milkiewiczpiotr serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT muntanejordi serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT munozbellvisluis serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT lacastaadelaida serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT gonzalezluism serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT arretxeenara serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT alonsocristina serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT martinezarranzibon serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT lapitzainhoa serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT santoslasoalvaro serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT avilamatiasa serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT martinezchantarmarial serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT bujandaluis serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT marinjosejg serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT sangrobruno serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis AT maciasrocioir serummetabolitesasdiagnosticbiomarkersforcholangiocarcinomahepatocellularcarcinomaandprimarysclerosingcholangitis |