Liquid biopsy-based protein biomarkers for risk prediction, early diagnosis, and prognostication of cholangiocarcinoma

被引:112
作者
Lapitz, Ainhoa [1 ,2 ]
Azkargorta, Mikel [3 ,4 ]
Milkiewicz, Piotr [5 ,6 ]
Olaizola, Paula [1 ,2 ,4 ]
Zhuravleva, Ekaterina [7 ]
Grimsrud, Marit M. [8 ,9 ]
Schramm, Christoph [10 ,11 ,12 ]
Arbelaiz, Ander [1 ,2 ]
O'Rourke, Colm J. [7 ]
La Casta, Adelaida [1 ,2 ]
Milkiewicz, Malgorzata [13 ]
Pastor, Tania [1 ,2 ]
Vesterhus, Mette [8 ,14 ]
Jimenez-Aguero, Raul [1 ,2 ]
Dill, Michael T. [15 ,16 ]
Lamarca, Angela [17 ]
Valle, Juan W. [17 ]
Macias, Rocio I. R. [18 ]
Izquierdo-Sanchez, Laura [1 ,2 ,4 ]
Castano, Ylenia Perez [1 ,2 ,19 ]
Caballero-Camino, Francisco Javier [1 ,2 ]
Riano, Ioana [1 ,2 ,20 ]
Krawczyk, Marcin [21 ]
Ibarra, Cesar [22 ]
Bustamante, Javier [22 ]
Nova-Camacho, Luiz M. [23 ]
Falcon-Perez, Juan M. [4 ,24 ,25 ]
Elortza, Felix [3 ,4 ]
Perugorria, Maria J. [1 ,2 ,4 ,26 ]
Andersen, Jesper B. [7 ]
Bujanda, Luis [1 ,2 ,4 ,26 ]
Karlsen, Tom H. [8 ]
Folseraas, Trine [8 ,27 ]
Rodrigues, Pedro M. [1 ,2 ,4 ,25 ]
Banales, Jesus M. [1 ,2 ,3 ,4 ,5 ,6 ,7 ,8 ,9 ,10 ,11 ,12 ,13 ,14 ,15 ,16 ,17 ,18 ,19 ,20 ,21 ,22 ,23 ,24 ,25 ,26 ,27 ,28 ]
机构
[1] Donostia Univ Hosp, Biodonostia Hlth Res Inst, Dept Liver & Gastrointestinal Dis, Paseo Dr Begiristain S-N, E-20014 San Sebastian, Spain
[2] Univ Basque Country UPV EHU, Donostia Univ Hosp, Biodonostia Hlth Res Inst, Dept Liver & Gastrointestinal Dis, San Sebastian, Spain
[3] Prote Platform, CIC bioGUNE, Basque Res & Technol Alliance BRTA, ProteoRed ISCIII, Derio, Spain
[4] ISCIII, Natl Inst Study Liver & Gastrointestinal Dis CIBE, Madrid, Spain
[5] Med Univ Warsaw, Dept Gen Transplant & Liver Surg, Liver & Internal Med Unit, Warsaw, Poland
[6] Pomeranian Med Univ, Translat Med Grp, Szczecin, Poland
[7] Univ Copenhagen, Dept Hlth & Med Sci, Biotech Res & Innovat Ctr, Copenhagen, Denmark
[8] Oslo Univ Hosp, Div Surg Inflammatory Med & Transplantat, Dept Transplantat Med, Norwegian PSC Res Ctr,Rikshosp, Oslo, Norway
[9] Univ Oslo, Inst Clin Med, Oslo, Norway
[10] European Reference Network Hepatol Dis ERN RARE L, Hamburg, Germany
[11] Univ Med Ctr Hamburg Eppendorf, Dept Internal Med 1, Hamburg, Germany
[12] Univ Med Ctr Hamburg Eppendorf, Martin Zeitz Ctr Rare Dis, Hamburg, Germany
[13] Pomeranian Med Univ, Dept Med Biol, Szczecin, Poland
[14] Univ Bergen, Dept Clin Sci, Bergen, Norway
[15] Univ Heidelberg Hosp, Dept Gastroenterol Infect Dis & Intoxicat, Heidelberg, Germany
[16] German Canc Res Ctr, Expt Hepatol Inflammat & Canc, Heidelberg, Germany
[17] Univ Manchester, Dept Med Oncol, Christie NHS Fdn Trust, Div Canc Sci, Manchester, Lancs, England
[18] Univ Salamanca, Biomed Res Inst Salamanca IBSAL, Expt Hepatol & Drug Targeting HEVEPHARM, Salamanca, Spain
[19] Bidasoa Hosp, Dept Digest Syst, Osakidetza Basque Hlth Serv, Bidasoa IHO, Irun, Spain
[20] Biodonostia Hlth Res Inst, Clin Res Unit, Spanish Clin Res Network SCReN ISCIII, San Sebastian, Spain
[21] Saarland Univ, Saarland Univ Med Ctr, Dept Med 2, Homburg, Germany
[22] Cruces Univ Hosp, Osakidetza Basque Hlth Serv, Ezkerraldea Enkarterri Cruces IHO, Baracaldo, Spain
[23] Donostia Univ Hosp, Dept Pathol, Osakidetza Basque Hlth Serv, Donostialdea IHO, San Sebastian, Spain
[24] BRTA, Ctr Cooperat Res Biosci CIC bioGUNE, Exosomes Lab, Derio, Spain
[25] Basque Fdn Sci, Ikerbasque, Bilbao, Spain
[26] Univ Basque Country, Fac Med & Nursing, Dept Med, UPV EHU, Leioa, Spain
[27] Oslo Univ Hosp, Gastroenterol Sect, Dept Transplantat Med, Oslo, Norway
[28] Univ Navarra, Sch Sci, Dept Biochem & Genet, Pamplona, Spain
关键词
Cholangiocarcinoma; Primary sclerosing cholangitis; Protein biomarkers; Extracellular vesicles; Liquid biopsy; Mass spectrometry; Single-cell RNA-sequencing; PRIMARY SCLEROSING CHOLANGITIS; EXTRACELLULAR VESICLES;
D O I
10.1016/j.jhep.2023.02.027
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background & Aims: Cholangiocarcinoma (CCA), heterogeneous biliary tumours with dismal prognosis, lacks accurate early diagnostic methods especially important for individuals at high-risk (i.e. those with primary sclerosing cholangitis [PSC]). Here, we searched for protein biomarkers in serum extracellular vesicles (EVs).Methods: EVs from patients with isolated PSC (n = 45), concomitant PSC-CCA (n = 44), PSC who developed CCA during follow-up (PSC to CCA; n = 25), CCAs from non-PSC aetiology (n = 56), and hepatocellular carcinoma (n = 34) and healthy individuals (n = 56) were characterised by mass spectrometry. Diagnostic biomarkers for PSC-CCA, non-PSC CCA, or CCAs regardless of aetiology (Pan-CCAs) were defined and validated by ELISA. Their expression was evaluated in CCA tumours at a single-cell level. Prognostic EV biomarkers for CCA were investigated.Results: High-throughput proteomics of EVs identified diagnostic biomarkers for PSC-CCA, non-PSC CCA, or Pan-CCA, and for the differential diagnosis of intrahepatic CCA and hepatocellular carcinoma, which were cross-validated by ELISA using total serum. Machine learning-based algorithms disclosed CRP/FIBRINOGEN/FRIL for the diagnosis of PSC-CCA (local disease [LD]) vs. isolated PSC (AUC = 0.947; odds ratio [OR] =36.9) and, combined with carbohydrate antigen 19-9, overpowers carbohydrate antigen 19-9 alone. CRP/PIGR/VWF allowed the diagnosis of LD non-PSC CCAs vs. healthy individuals (AUC = 0.992; OR = 387.5). It is noteworthy that CRP/FRIL accurately diagnosed LD Pan-CCA (AUC = 0.941; OR = 89.4). Levels of CRP/FIBRINOGEN/ FRIL/PIGR showed predictive capacity for CCA development in PSC before clinical evidence of malignancy. Multi-organ tran-scriptomic analysis revealed that serum EV biomarkers were mostly expressed in hepatobiliary tissues, and single-cell RNA sequencing and immunofluorescence analysis of CCA tumours showed their presence mainly in malignant cholangiocytes. Multivariable analysis unveiled EV prognostic biomarkers, with COMP/GNAI2/CFAI and ACTN1/MYCT1/PF4V associated nega-tively and positively with patients' survival, respectively.Conclusions: Serum EVs contain protein biomarkers for the prediction, early diagnosis, and prognostication of CCA that are detectable using total serum, representing a tumour cell-derived liquid biopsy tool for personalised medicine.& COPY; 2023 The Authors. Published by Elsevier B.V. on behalf of European Association for the Study of the Liver. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:93 / 108
页数:17
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