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

Authors :
Medicina
Medikuntza
Bañales Asurmendi, Jesús María
Iñarrairaegui, Mercedes
Arbelaiz Cossio, Ander
Milkiewicz, Piotr
Muntané, Jordi
Muñoz Bellvis, Luis
La Casta, Adelaida
Gonzaz, Luis M.
Arretxe Oliden, Enara
Alonso, Cristina
Martínez Arranz, Ibon
Lapitz Dambolenea, Ainhoa
Santos Laso, Álvaro
Avila, Matias A.
Martínez Chantar, María Luz
Bujanda Fernández de Pierola, Luis
García Marín, Jose Juan
Sangro, Bruno
Rodríguez Macías, Rocío Isabel
Medicina
Medikuntza
Bañales Asurmendi, Jesús María
Iñarrairaegui, Mercedes
Arbelaiz Cossio, Ander
Milkiewicz, Piotr
Muntané, Jordi
Muñoz Bellvis, Luis
La Casta, Adelaida
Gonzaz, Luis M.
Arretxe Oliden, Enara
Alonso, Cristina
Martínez Arranz, Ibon
Lapitz Dambolenea, Ainhoa
Santos Laso, Álvaro
Avila, Matias A.
Martínez Chantar, María Luz
Bujanda Fernández de Pierola, Luis
García Marín, Jose Juan
Sangro, Bruno
Rodríguez Macías, Rocío Isabel
Publication Year :
2019

Abstract

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.

Details

Database :
OAIster
Notes :
Supported by CIBERehd (EHD15PI05), AECC Scientific Foundation (2017/2020), “Fondo de Investigaciones Sanitarias” (Carlos III Health Institute: PI15/01132 and PI18/01075 to J.M.B., PI16/00598 to J.J.G.M., PI16/01845 to B.S., PI16/01126 to M.A.A., PI16/00090 to J.M.), Spanish Ministry of Economy, Industry and Competitiveness (SAF2016‐75197‐R to R.I.R.M., SAF2017‐87301‐R to M.L.M.‐C.), Miguel Servet Programme (CON14/00129 to J.M.B.), “Diputación Foral de Gipuzkoa” (DFG15/010, DFG16/004 to J.M.B.), “Basque Foundation for Innovation and Health Research: EiTB Maratoia” (BIO15/CA/016/BD to J.M.B., BIO15/CA/016/BD to M.L.M.‐C.), Basque Country Department of Health (2013111173 to L.B., 2017111010 to J.M.B., 2013111114 to M.L.M.‐C.), the Andalusian Government (“Consejería de Economía, Innovación, Ciencia y Empleo”: CTS‐6264 and “Consejería de Salud”: PI‐0198‐2016 to J.M.), Junta de Castilla y León, Spain (SA063P17 to J.J.G.M.), European Comission Horizon 2020 project (SEP‐210503876; ESCALON to J.M.B.), and Proyecto Hepacare, Fundación La Caixa (to M.A.A.)., English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1202405281
Document Type :
Electronic Resource