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Viganò L, Zanuso V, Fiz F, Cerri L, Laino ME, Ammirabile A, Ragaini EM, Viganò S, Terracciano LM, Francone M, Ieva F, Di Tommaso L, Rimassa L. CT-based radiogenomics of intrahepatic cholangiocarcinoma. Dig Liver Dis 2024:S1590-8658(24)00844-2. [PMID: 39003163 DOI: 10.1016/j.dld.2024.06.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/21/2024] [Accepted: 06/28/2024] [Indexed: 07/15/2024]
Abstract
BACKGROUND Intrahepatic cholangiocarcinoma (ICC) is an aggressive disease with increasing incidence and its genetic alterations could be the target of systemic therapies. AIMS To elucidate if radiomics extracted from computed tomography (CT) may non-invasively predict ICC genetic alterations. METHODS All consecutive patients with a diagnosis of a mass-forming ICC (01/2016-06/2022) were considered. Inclusion criteria were availability of a high-quality contrast-enhanced CT and molecular profiling by NGS or FISH for FGFR2 fusion/rearrangement. The CT scan at diagnosis was considered. Genetic analyses were performed on surgical specimens (resectable patients) or biopsies (unresectable ones). The radiomic features were extracted using the LifeX software. Multivariate predictive models of the commonest genetic alterations were built. RESULTS In the 90 enrolled patients (58 NGS/32 FISH, median age 65 years), the most common genetic alterations were FGFR2 (20/90), IDH1 (10/58), and KRAS (9/58). At internal validation, the combined clinical-radiomic models achieved the best performance for the prediction of FGFR2 (AUC = 0.892) and IDH1 status (AUC = 0.819), outperforming the pure clinical and radiomic models. The radiomic model for predicting KRAS mutations achieved an AUC = 0.767 (vs. 0.660 of the clinical model) without further improvements with the addition of clinical features. CONCLUSIONS CT-based radiomics provides a reliable non-invasive prediction of ICC genetic status with a major impact on therapeutic strategies.
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Affiliation(s)
- Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, Bergamo, Italy.
| | - Valentina Zanuso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Francesco Fiz
- Nuclear Medicine Unit, Department of Diagnostic Imaging, Ente Ospedaliero "Ospedali Galliera", Genoa, Italy; Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital, Tübingen, Germany
| | - Luca Cerri
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | | | - Angela Ammirabile
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Department of Radiology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Elisa Maria Ragaini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Samuele Viganò
- MOX laboratory, Department of Mathematics, Politecnico di Milano, Milan, Italy
| | - Luigi Maria Terracciano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Pathology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Marco Francone
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Department of Radiology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Francesca Ieva
- MOX laboratory, Department of Mathematics, Politecnico di Milano, Milan, Italy; CHDS - Center for Health Data Science, Human Technopole, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Pathology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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2
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Kinzler MN, Schulze F, Jeroch J, Schmitt C, Ebner S, Gretser S, Bein J, Finkelmeier F, Trojan J, Zeuzem S, Schnitzbauer AA, Demes MC, Reis H, Wild PJ, Walter D. Heterogeneity of small duct- and large duct-type intrahepatic cholangiocarcinoma. Histopathology 2024; 84:1061-1067. [PMID: 38409827 DOI: 10.1111/his.15162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/29/2024] [Accepted: 02/09/2024] [Indexed: 02/28/2024]
Abstract
AIMS The histological subtype of intrahepatic cholangiocarcinoma (iCCA) is associated with different mutational characteristics that impact clinical management. So far, data are lacking on the presence of small duct iCCA (SD-iCCA) and large duct iCCA (LD-iCCA) in a single patient. The aim of the current study was to determine the presence and degree of intratumoural heterogeneity of SD- and LD-iCCA features in different tumour regions. METHODS AND RESULTS All patients treated with surgically resected iCCA at Frankfurt University Hospital between December 2005 and March 2023 were retrospectively analysed. Histomorphological features of SD- and LD-iCCA were evaluated by an expert hepatobiliary pathologist. Tissue samples suspicious for subtype heterogeneity were further investigated. Immunohistochemistry for N-cadherin, S100P, MUC5AC, MUC6, TFF1 and AGR2 and mutational profiling with the Illumina TruSight Oncology 500 (TSO500) assay were performed separately for the SD- and LD-iCCA regions. Of 129 patients with surgically resected iCCA, features of either SD- or LD-iCCA were present in 67.4% (n = 87) and 24.8% of the patients (n = 32), respectively; 7.8% (n = 10) had histomorphological features of both SD- and LD-iCCA, seven patients (5.4%) of which had sufficient formalin-fixed, paraffin-embedded tissue for further analysis. Heterogeneity of both subtypes could be confirmed with immunohistochemistry. In five of seven (71.4%) patients, molecular profiling revealed intratumoural differences in genetic alterations between the SD- and LD-iCCA region. In one patient, a BRAF mutation (p.V600E) was found in the SD-iCCA but not in the LD-iCCA region of the tumour. CONCLUSIONS A marked portion of patients with iCCA exhibits both SD- and LD-iCCA in different tumour regions. In case of the presence of histopathological heterogeneity, mutational profiling should be considered to avoid missing therapeutically relevant genetic alterations.
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Affiliation(s)
- Maximilian N Kinzler
- Goethe University Frankfurt, University Hospital, Medical Clinic 1, Frankfurt am Main, Germany
| | - Falko Schulze
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Jan Jeroch
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Christina Schmitt
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Silvana Ebner
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Steffen Gretser
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Julia Bein
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Fabian Finkelmeier
- Goethe University Frankfurt, University Hospital, Medical Clinic 1, Frankfurt am Main, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Jörg Trojan
- Goethe University Frankfurt, University Hospital, Medical Clinic 1, Frankfurt am Main, Germany
| | - Stefan Zeuzem
- Goethe University Frankfurt, University Hospital, Medical Clinic 1, Frankfurt am Main, Germany
| | - Andreas A Schnitzbauer
- Department of General, Visceral, Transplant and Thoracic Surgery, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
| | - Melanie C Demes
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Henning Reis
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
| | - Peter J Wild
- Goethe University Frankfurt, University Hospital, Dr Senckenberg Institute of Pathology, Frankfurt am Main, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt am Main, Germany
- Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany
| | - Dirk Walter
- Goethe University Frankfurt, University Hospital, Medical Clinic 1, Frankfurt am Main, Germany
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3
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Kodali S, Connor AA, Thabet S, Brombosz EW, Ghobrial RM. Liver transplantation as an alternative for the treatment of intrahepatic cholangiocarcinoma: Past, present, and future directions. Hepatobiliary Pancreat Dis Int 2024; 23:129-138. [PMID: 37517983 DOI: 10.1016/j.hbpd.2023.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/21/2023] [Indexed: 08/01/2023]
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is a rare biliary tract cancer with high mortality rate. Complete resection of the iCCA lesion is the first choice of treatment, with good prognosis after margin-negative resection. Unfortunately, only 12%-40% of patients are eligible for resection at presentation due to cirrhosis, portal hypertension, or large tumor size. Liver transplantation (LT) offers margin-negative iCCA extirpation for patients with unresectable tumors. Initially, iCCA was a contraindication for LT until size-based selection criteria were introduced to identify patients with satisfied post-LT outcomes. Recent studies have shown that tumor biology-based selection can yield high post-LT survival in patients with locally advanced iCCA. Another selection criterion is the tumor response to neoadjuvant therapy. Patients with response to neoadjuvant therapy have better outcomes after LT compared with those without tumor response to neoadjuvant therapy. Another index that helps predict the treatment outcome is the biomarker. Improved survival outcomes have also opened the door for living donor LT for iCCA. Patients undergoing LT for iCCA now have statistically similar survival rates as patients undergoing resection. The combination of surgery and locoregional and systemic therapies improves the prognosis of iCCA patients.
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Affiliation(s)
- Sudha Kodali
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Ashton A Connor
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Weill Cornell Medical College, New York, NY, USA
| | | | | | - R Mark Ghobrial
- Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, TX 77030, USA; JC Walter Jr Transplant Center, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Houston Methodist Hospital, Houston, TX 77030, USA; Department of Surgery, Weill Cornell Medical College, New York, NY, USA.
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4
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Lee CL, O'Kane GM, Mason WP, Zhang WJ, Spiliopoulou P, Hansen AR, Grant RC, Knox JJ, Stockley TL, Zadeh G, Chen EX. Circulating Oncometabolite 2-hydroxyglutarate as a Potential Biomarker for Isocitrate Dehydrogenase (IDH1/2) Mutant Cholangiocarcinoma. Mol Cancer Ther 2024; 23:394-399. [PMID: 38015561 PMCID: PMC10911702 DOI: 10.1158/1535-7163.mct-23-0460] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 10/19/2023] [Accepted: 11/22/2023] [Indexed: 11/29/2023]
Abstract
Isocitrate dehydrogenase (IDH) enzymes catalyze the decarboxylation of isocitrate to alpha-ketoglutarate (αKG). IDH1/2 mutations preferentially convert αKG to R-2-hydroxyglutarate (R2HG), resulting in R2HG accumulation in tumor tissues. We investigated circulating 2-hydroxyglutate (2HG) as potential biomarkers for patients with IDH-mutant (IDHmt) cholangiocarcinoma (CCA). R2HG and S-2-hydroxyglutarate (S2HG) levels in blood and tumor tissues were analyzed in a discovery cohort of patients with IDHmt glioma and CCA. Results were validated in cohorts of patients with CCA and clear-cell renal cell carcinoma. The R2HG/S2HG ratio (rRS) was significantly elevated in tumor tissues, but not in blood for patients with IDHmt glioma, while circulating rRS was elevated in patients with IDHmt CCA. There were overlap distributions of circulating R2HG and total 2HG in patients with both IDHmt and wild-type (IDHwt) CCA, while there was minimal overlap in rRS values between patients with IDHmt and IDHwt CCA. Using the rRS cut-off value of 1.5, the sensitivity of rRS was 90% and specificity was 96.8%. Circulating rRS is significantly increased in patients with IDHmt CCA compare with patients with IDHwt CCA. Circulating rRS is a sensitive and specific surrogate biomarker for IDH1/2 mutations in CCA. It can potentially be used as a tool for monitoring IDH-targeted therapy.
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Affiliation(s)
- Cha Len Lee
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
| | - Grainne M. O'Kane
- Department of Medical Oncology, Trinity St. James's Cancer Institute, Trinity College Dublin, Dublin, Ireland
| | - Warren P. Mason
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
- MacFeeters Hamilton Center for Neuro-Oncology, University Health Network, Toronto, Canada
| | - Wen-Jiang Zhang
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
| | - Pavlina Spiliopoulou
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
| | - Aaron R. Hansen
- Division of Cancer Services, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Robert C. Grant
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
| | - Jennifer J. Knox
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
| | - Tracy L. Stockley
- Advanced Molecular Diagnostic Laboratory, University Health Network, Toronto, Canada
| | - Gelareh Zadeh
- MacFeeters Hamilton Center for Neuro-Oncology, University Health Network, Toronto, Canada
| | - Eric X. Chen
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
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Boyd LNC, Nooijen LE, Ali M, Puik JR, Moustaquim J, Fraga Rodrigues SM, Broos R, Belkouz A, Meijer LL, Le Large TYS, Erdmann JI, Hooijer GKJ, Heger M, Van Laarhoven HWM, Roos E, Kazemier G, Giovannetti E, Verheij J, Klümpen HJ. Prognostic and predictive value of human equilibrative nucleoside transporter 1 (hENT1) in extrahepatic cholangiocarcinoma: a translational study. Front Pharmacol 2023; 14:1274692. [PMID: 37920204 PMCID: PMC10619907 DOI: 10.3389/fphar.2023.1274692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 09/27/2023] [Indexed: 11/04/2023] Open
Abstract
Introduction: Effective (neo) adjuvant chemotherapy for cholangiocarcinoma is lacking due to chemoresistance and the absence of predictive biomarkers. Human equilibrative nucleoside transporter 1 (hENT1) has been described as a potential prognostic and predictive biomarker. In this study, the potential of rabbit-derived (SP120) and murine-derived (10D7G2) antibodies to detect hENT1 expression was compared in tissue samples of patients with extrahepatic cholangiocarcinoma (ECC), and the predictive value of hENT1 was investigated in three ECC cell lines. Methods: Tissues of 71 chemonaïve patients with histological confirmation of ECC were selected and stained with SP120 or 10D7G2 to assess the inter-observer variability for both antibodies and the correlation with overall survival. Concomitantly, gemcitabine sensitivity after hENT1 knockdown was assessed in the ECC cell lines EGI-1, TFK-1, and SK-ChA-1 using sulforhodamine B assays. Results: Scoring immunohistochemistry for hENT1 expression with the use of SP120 antibody resulted in the highest interobserver agreement but did not show a prognostic role of hENT1. However, 10D7G2 showed a prognostic role for hENT1, and a potential predictive role for gemcitabine sensitivity in hENT1 in SK-ChA-1 and TFK-1 cells was found. Discussion: These findings prompt further studies for both preclinical validation of the role of hENT1 and histochemical standardization in cholangiocarcinoma patients treated with gemcitabine-based chemotherapy.
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Affiliation(s)
- Lenka N C Boyd
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Lynn E Nooijen
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Mahsoem Ali
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Jisce R Puik
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Jasmine Moustaquim
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Stephanie M Fraga Rodrigues
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Robert Broos
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Ali Belkouz
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Laura L Meijer
- Department of Surgery, Erasmus MC-University Medical Center, Rotterdam, Netherlands
| | - Tessa Y S Le Large
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Joris I Erdmann
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Gerrit K J Hooijer
- Department of Pathology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Michal Heger
- Jiaxing Key Laboratory for Photonanomedicine and Experimental Therapeutics, Department of Pharmaceutics, College of Medicine, Jiaxing University, Jiaxing, China
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, Netherlands
- Erasmus Medical Center, Laboratory for Experimental Oncology, Department of Pathology, Rotterdam, Netherlands
| | - Hanneke W M Van Laarhoven
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Eva Roos
- Department of Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Geert Kazemier
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
| | - Elisa Giovannetti
- Department of Medical Oncology, Lab of Medical Oncology, Amsterdam UMC, Location Vrije Universiteit, Amsterdam, Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, Netherlands
- Cancer Pharmacology Lab, Associazione Italiana per La Ricerca Sul Cancro (AIRC) Start-Up Unit, Fondazione Pisana per La Scienza, Pisa, Italy
| | - Joanne Verheij
- Department of Pathology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
| | - Heinz-Josef Klümpen
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
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Taghizadeh H, Schmalfuss T, Maj-Hes A, Singer J, Prager GW. Austrian tricentric real-life analysis of molecular profiles of metastatic biliary tract cancer patients. Front Oncol 2023; 13:1143825. [PMID: 37234989 PMCID: PMC10206115 DOI: 10.3389/fonc.2023.1143825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/25/2023] [Indexed: 05/28/2023] Open
Abstract
Introduction Metastatic biliary tract cancer (BTC) is a rare and aggressive entity associated with poor prognosis. It represents a major challenge for adequate treatment strategies. In recent years, BTC has become a model for precision medicine in gastrointestinal oncology. Therefore, the analysis of the individual molecular profile in BTC patients may lead to targeted therapies for the benefit of patients. Methods In this Austrian, tricentric, real-world, retrospective analysis, we investigated patients diagnosed with metastatic BTC who underwent molecular profiling between 2013 and 2022. Results In total, 92 patients were identified in this tricentric analysis and 205 molecular aberrations, including 198 mutations affecting 89 different genes in 61 patients were found. The predominant mutations were in KRAS (n=17; 22.4%), TP53 (n=17; 22.4%), PIK3CA (n=7; 9.2%), FGFR2 (n=7; 9.2%), DNMT3A (n=7; 9.2%), IDH1 (n=7; 9.2%), IDH2 (n=6; 7.9%), CDKN2A (n=6; 7.9%), BAP1 (n=4; 5.3%), NF1 (n=4; 5.3%), and NF2 (n=4; 5.3%). Three patients had HER2 amplification. MSI-H status and FGFR2 fusion genes were each observed in two different patients. One patient had a BRAF V600E mutation. Eventually, 10 patients received targeted therapy, of whom one-half derived clinical benefit. Conclusions Molecular profiling of BTC patients is implementable in routine clinical practice and should be regularly employed to detect and exploit molecular vulnerabilities.
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Affiliation(s)
- Hossein Taghizadeh
- Division of Oncology, Department of Internal Medicine I, University Hospital St. Pölten, St. Pölten, Austria
- Karl Landsteiner University of Health Sciences, Krems, Austria
- Karl Landsteiner Institute for Oncology and Nephrology, St. Pölten, Austria
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Theresa Schmalfuss
- Division of Oncology, Department of Internal Medicine I, University Hospital St. Pölten, St. Pölten, Austria
- Karl Landsteiner University of Health Sciences, Krems, Austria
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Agnieszka Maj-Hes
- Medical University Vienna, Department of Medicine I, Division of Oncology, Vienna, Austria
- Department of Pulmonology, Klinik Penzing, Vienna, Austria
| | - Josef Singer
- Karl Landsteiner University of Health Sciences, Krems, Austria
- Division of Oncology, Department of Internal Medicine II, University Hospital Krems, Krems, Austria
| | - Gerald W. Prager
- Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
- Medical University Vienna, Department of Medicine I, Division of Oncology, Vienna, Austria
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7
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Kinzler MN, Jeroch J, Klasen C, Himmelsbach V, Koch C, Finkelmeier F, Trojan J, Zeuzem S, Pession U, Reis H, Demes MC, Wild PJ, Walter D. Impact of IDH1 mutation on clinical course of patients with intrahepatic cholangiocarcinoma: a retrospective analysis from a German tertiary center. J Cancer Res Clin Oncol 2023:10.1007/s00432-023-04603-7. [PMID: 36757619 DOI: 10.1007/s00432-023-04603-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 01/25/2023] [Indexed: 02/10/2023]
Abstract
PURPOSE IDH1 mutation is a known biomarker for targeted therapy of intrahepatic cholangiocarcinoma (iCCA), while its prognostic relevance for current palliative chemotherapy is still unclear. Aim of this study was to analyze clinicopathological characteristics of patients with IDH1 mutations and to outline a potential impact on the outcome after state-of-the-art palliative chemotherapy regimens. METHODS All patients with iCCA receiving large panel molecular profiling and follow-up treatment at Frankfurt University Hospital until 04/2022 were retrospectively analyzed. Clinicopathological characteristics were assessed for IDH1 mutated (mut) and IDH1 wild type (wt) patients, and progression-free survival (PFS) and overall survival (OS) were determined. RESULTS In total, 75 patients with iCCA received molecular profiling. Of the patients with available DNA data, pathogenic mutations in IDH1 were found in 14.5% (n = 10). IDH1 mut status was associated with lower serum CA-19/9 (p = 0.023), lower serum lactate dehydrogenase (p = 0.006), and a higher proportion of primary resectability (p = 0.028) as well as response to chemotherapy after recurrence (p = 0.009). Median PFS was 5.9 months (95% CI 4.4-7.3 months) for IDH1 wt in comparison to 9.8 months (95% CI 7.7-12 months) for patients with IDH1 mut (p = 0.031). IDH1 wt was a significant risk factor for shortened PFS in univariate (p = 0.043), but not in multivariate analysis (p = 0.061). There was no difference in OS between both groups. CONCLUSION Patients with IDH1 mutated iCCA seem to have a favorable tumor biology including a longer PFS for palliative chemotherapy regimens compared to IDH1 wild type.
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Affiliation(s)
- Maximilian N Kinzler
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Jan Jeroch
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany
| | - Christina Klasen
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Vera Himmelsbach
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Christine Koch
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Fabian Finkelmeier
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Jörg Trojan
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Stefan Zeuzem
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany
| | - Ursula Pession
- Department of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany
| | - Henning Reis
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany
| | - Melanie C Demes
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany
| | - Peter J Wild
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany.,Frankfurt Institute for Advanced Studies (FIAS), Frankfurt Am Main, Germany.,Frankfurt Cancer Institute (FCI), University Hospital Frankfurt, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany
| | - Dirk Walter
- Department of Internal Medicine I, University Hospital Frankfurt, Goethe University Frankfurt Am Main, Theodor-Stern-Kai 7, 60590, Frankfurt Am Main, Germany.
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8
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Tomita H, Hara A. Development of extrahepatic bile ducts and mechanisms of tumorigenesis: Lessons from mouse models. Pathol Int 2022; 72:589-605. [PMID: 36349994 PMCID: PMC10098476 DOI: 10.1111/pin.13287] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 10/12/2022] [Indexed: 11/11/2022]
Abstract
The biliary system is a highly branched tubular network consisting of intrahepatic bile ducts (IHBDs) and extrahepatic bile ducts (EHBDs). IHBDs are derived from hepatic progenitor cells, while EHBDs originate directly from the endoderm through a separate branching morphogenetic process. Traits that are important for cancer are often found to overlap in developmental and other processes. Therefore, it has been suggested that intrahepatic cholangiocarcinomas (iCCAs) and extrahepatic cholangiocarcinomas (eCCAs) have different developmental mechanisms. While much evidence is being gathered on the mechanism of iCCAs, the evidence for eCCA is still very limited. The main reason for this is that there are very few appropriate animal models for eCCA. We can gain important insights from these animal models, particularly genetically engineered mouse models (GEMMs). GEMMs are immunocompetent and mimic human CCA subtypes with a specific mutational pattern, allowing the development of precancerous lesions, that is, biliary intraepithelial neoplasia (BilIN) and intraductal papillary neoplasm of the bile duct (IPNB). This review provides a summary of the pathogenesis and mechanisms of eCCA that can be revealed by GEMMs. Furthermore, we discuss several clinical questions, such as whether BilIN and IPNB really become malignant, whether the peribiliary gland is the origin of eCCAs, and others.
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Affiliation(s)
- Hiroyuki Tomita
- Department of Tumor Pathology Gifu University Graduate School of Medicine Gifu Japan
| | - Akira Hara
- Department of Tumor Pathology Gifu University Graduate School of Medicine Gifu Japan
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9
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Functional Investigation of the Tumoural Heterogeneity of Intrahepatic Cholangiocarcinoma by In Vivo PET-CT Navigation: A Proof-of-Concept Study. J Clin Med 2022; 11:jcm11185451. [PMID: 36143097 PMCID: PMC9501620 DOI: 10.3390/jcm11185451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/12/2022] [Accepted: 09/13/2022] [Indexed: 11/16/2022] Open
Abstract
Intra-tumoural heterogeneity (IH) is a major determinant of resistance to therapy and outcomes but remains poorly translated into clinical practice. Intrahepatic cholangiocarcinoma (ICC) often presents as large heterogeneous masses at imaging. The present study proposed an innovative in vivo technique to functionally assess the IH of ICC. Preoperative 18F-FDG PET-CT and intraoperative ultrasonography were merged to perform the intraoperative navigation of functional tumour heterogeneity. The tumour areas with the highest and the lowest metabolism (SUV) at PET-CT were selected, identified during surgery, and sampled. Three consecutive patients underwent the procedure. The areas with the highest uptake at PET-CT had higher proliferation index (KI67) values and higher immune infiltration compared to areas with the lowest uptake. One of the patients showed a heterogeneous presence of FGFR2 translocation within the samples. Tumour heterogeneity at PET-CT may drive biopsy to sample the most informative ICC areas. Even more relevant, these preliminary data show the possibility of achieving a non-invasive evaluation of IH in ICC, paving the way for an imaging-based precision-medicine approach.
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10
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Berchuck JE, Facchinetti F, DiToro DF, Baiev I, Majeed U, Reyes S, Chen C, Zhang K, Sharman R, Junior PLSU, Maurer J, Shroff RT, Pritchard CC, Wu MJ, Catenacci DVT, Javle M, Friboulet L, Hollebecque A, Bardeesy N, Zhu AX, Lennerz JK, Tan B, Borad M, Parikh AR, Kiedrowski LA, Kelley RK, Mody K, Juric D, Goyal L. The Clinical Landscape of Cell-Free DNA Alterations in 1,671 Patients with Advanced Biliary Tract Cancer. Ann Oncol 2022; 33:1269-1283. [PMID: 36089135 DOI: 10.1016/j.annonc.2022.09.150] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 08/18/2022] [Accepted: 09/01/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Targeted therapies have transformed clinical management of advanced biliary tract cancer (BTC). Cell-free DNA (cfDNA) analysis is an attractive approach for cancer genomic profiling that overcomes many limitations of traditional tissue-based analysis. We examined cfDNA as a tool to inform clinical management of patients with advanced BTC and generate novel insights into BTC tumor biology. PATIENTS AND METHODS We analyzed next-generation sequencing data of 2,068 cfDNA samples from 1,671 patients with advanced BTC generated with Guardant360. We performed clinical annotation on a multi-institutional subset (n=225) to assess intra-patient cfDNA-tumor concordance and the association of cfDNA variant allele fraction (VAF) with clinical outcomes. RESULTS Genetic alterations were detected in cfDNA in 84% of patients, with targetable alterations detected in 44% of patients. FGFR2 fusions, IDH1 mutations, and BRAF V600E were clonal in majority of cases, affirming these targetable alterations as early driver events in BTC. Concordance between cfDNA and tissue for mutation detection was high for IDH1 mutations (87%) and BRAF V600E (100%), and low for FGFR2 fusions (18%). cfDNA analysis uncovered novel putative mechanisms of resistance to targeted therapies, including mutation of the cysteine residue (FGFR2 C492F) to which covalent FGFR inhibitors bind. High pre-treatment cfDNA VAF associated with poor prognosis and shorter response to chemotherapy and targeted therapy. Finally, we report the frequency of promising targets in advanced BTC currently under investigation in other advanced solid tumors, including KRAS G12C (1.0%), KRAS G12D (5.1%), PIK3CA mutations (6.8%), and ERBB2 amplifications (4.9%). CONCLUSIONS These findings from the largest and most comprehensive study to date of cfDNA from patients with advanced BTC highlight the utility of cfDNA analysis in current management of this disease. Characterization of oncogenic drivers and mechanisms of therapeutic resistance in this study will inform drug development efforts to reduce mortality for patients with BTC.
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Affiliation(s)
- Jacob E Berchuck
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Francesco Facchinetti
- Université Paris-Saclay, Institut Gustave Roussy, Inserm U981, Biomarqueurs Prédictifs et Nouvelles Stratégies Thérapeutiques en Oncologie, Villejuif, France
| | - Daniel F DiToro
- Center for Integrated Diagnostics, Department of Pathology, Massachusetts General Hospital/Harvard Medical School, Boston, MA
| | - Islam Baiev
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA
| | - Umair Majeed
- Division of Hematology/Oncology, Mayo Clinic, Jacksonville, FL
| | | | - Christopher Chen
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Karen Zhang
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Reya Sharman
- University of Arizona Cancer Center, University of Arizona, Tucson, AZ
| | | | - Jordan Maurer
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA
| | - Rachna T Shroff
- University of Arizona Cancer Center, University of Arizona, Tucson, AZ
| | - Colin C Pritchard
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA
| | - Meng-Ju Wu
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA
| | | | - Milind Javle
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Luc Friboulet
- Université Paris-Saclay, Institut Gustave Roussy, Inserm U981, Biomarqueurs Prédictifs et Nouvelles Stratégies Thérapeutiques en Oncologie, Villejuif, France
| | - Antoine Hollebecque
- Université Paris-Saclay, Institut Gustave Roussy, Inserm U981, Biomarqueurs Prédictifs et Nouvelles Stratégies Thérapeutiques en Oncologie, Villejuif, France
| | - Nabeel Bardeesy
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA
| | - Andrew X Zhu
- Jiahui International Cancer Center, Jihaui Health, Shanghai, China; I-Mab Biopharma, Shanghai, China
| | - Jochen K Lennerz
- Center for Integrated Diagnostics, Department of Pathology, Massachusetts General Hospital/Harvard Medical School, Boston, MA
| | - Benjamin Tan
- Department of Medicine, Washington University, St. Louis, MO
| | - Mitesh Borad
- Division of Hematology/Oncology, Mayo Clinic, Scottsdale, AZ
| | - Aparna R Parikh
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA
| | | | - Robin Kate Kelley
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Kabir Mody
- Division of Hematology/Oncology, Mayo Clinic, Jacksonville, FL
| | - Dejan Juric
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA
| | - Lipika Goyal
- Department of Medicine, Mass General Cancer Center, Harvard Medical School, Boston, MA.
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11
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Precision Oncology for Biliary Tract Tumors: It’s Written in Blood! Ann Oncol 2022; 33:1209-1211. [DOI: 10.1016/j.annonc.2022.09.157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 09/18/2022] [Indexed: 11/18/2022] Open
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12
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Arechederra M, Rullán M, Amat I, Oyon D, Zabalza L, Elizalde M, Latasa MU, Mercado MR, Ruiz-Clavijo D, Saldaña C, Fernández-Urién I, Carrascosa J, Jusué V, Guerrero-Setas D, Zazpe C, González-Borja I, Sangro B, Herranz JM, Purroy A, Gil I, Nelson LJ, Vila JJ, Krawczyk M, Zieniewicz K, Patkowski W, Milkiewicz P, Cubero FJ, Alkorta-Aranburu G, G Fernandez-Barrena M, Urman JM, Berasain C, Avila MA. Next-generation sequencing of bile cell-free DNA for the early detection of patients with malignant biliary strictures. Gut 2022; 71:1141-1151. [PMID: 34285068 PMCID: PMC9120390 DOI: 10.1136/gutjnl-2021-325178] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 07/08/2021] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Despite significant progresses in imaging and pathological evaluation, early differentiation between benign and malignant biliary strictures remains challenging. Endoscopic retrograde cholangiopancreatography (ERCP) is used to investigate biliary strictures, enabling the collection of bile. We tested the diagnostic potential of next-generation sequencing (NGS) mutational analysis of bile cell-free DNA (cfDNA). DESIGN A prospective cohort of patients with suspicious biliary strictures (n=68) was studied. The performance of initial pathological diagnosis was compared with that of the mutational analysis of bile cfDNA collected at the time of first ERCP using an NGS panel open to clinical laboratory implementation, the Oncomine Pan-Cancer Cell-Free assay. RESULTS An initial pathological diagnosis classified these strictures as of benign (n=26), indeterminate (n=9) or malignant (n=33) origin. Sensitivity and specificity of this diagnosis were 60% and 100%, respectively, as on follow-up 14 of the 26 and eight of the nine initially benign or indeterminate strictures resulted malignant. Sensitivity and specificity for malignancy of our NGS assay, herein named Bilemut, were 96.4% and 69.2%, respectively. Importantly, one of the four Bilemut false positives developed pancreatic cancer after extended follow-up. Remarkably, the sensitivity for malignancy of Bilemut was 100% in patients with an initial diagnosis of benign or indeterminate strictures. Analysis of 30 paired bile and tissue samples also demonstrated the superior performance of Bilemut. CONCLUSION Implementation of Bilemut at the initial diagnostic stage for biliary strictures can significantly improve detection of malignancy, reduce delays in the clinical management of patients and assist in selecting patients for targeted therapies.
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Affiliation(s)
- Maria Arechederra
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain,Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
| | - María Rullán
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Irene Amat
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Department of Pathology, Navarra University Hospital Complex, Pamplona, Spain
| | - Daniel Oyon
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Lucia Zabalza
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Maria Elizalde
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain
| | - M Ujue Latasa
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain,Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
| | - Maria R Mercado
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Department of Pathology, Navarra University Hospital Complex, Pamplona, Spain
| | - David Ruiz-Clavijo
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Cristina Saldaña
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Ignacio Fernández-Urién
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Juan Carrascosa
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Vanesa Jusué
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - David Guerrero-Setas
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Molecular Pathology of Cancer Group, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Cruz Zazpe
- Department of General Surgery, Navarra University Hospital Complex, Pamplona, Spain
| | | | - Bruno Sangro
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Liver Unit, Dept. of Internal Medicine, Clinica Universitaria de Navarra, Pamplona, Spain,CIBEREHD, Madrid, Spain
| | - Jose M Herranz
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain,CIBEREHD, Madrid, Spain
| | - Ana Purroy
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Biobank Unit, Navarrabiomed, Pamplona, Spain
| | - Isabel Gil
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Biobank Unit, Navarrabiomed, Pamplona, Spain
| | - Leonard J Nelson
- Institute for Bioengineering, University of Edinburgh, Edinburgh, UK
| | - Juan J Vila
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Marcin Krawczyk
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany,Liver and Internal Medicine Unit, Medical University of Warsaw, Warszawa, Poland
| | - Krzysztof Zieniewicz
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Waldemar Patkowski
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Piotr Milkiewicz
- Liver and Internal Medicine Unit, Medical University of Warsaw, Warsaw, Poland,Translational Medicine Group, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Francisco Javier Cubero
- CIBEREHD, Madrid, Spain,Department of Immunology, Ophtalmology and ENT, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | | | - Maite G Fernandez-Barrena
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain,Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,CIBEREHD, Madrid, Spain
| | - Jesus M Urman
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain,Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Carmen Berasain
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain .,Navarra Institute for Health Research, IdiSNA, Pamplona, Spain.,CIBEREHD, Madrid, Spain
| | - Matias A Avila
- Hepatology Program, CIMA, University of Navarra, Pamplona, Spain .,Navarra Institute for Health Research, IdiSNA, Pamplona, Spain.,CIBEREHD, Madrid, Spain
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13
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Ravichandra A, Bhattacharjee S, Affò S. Cancer-associated fibroblasts in intrahepatic cholangiocarcinoma progression and therapeutic resistance. Adv Cancer Res 2022; 156:201-226. [DOI: 10.1016/bs.acr.2022.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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14
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Kamp EJ, Peppelenbosch MP, Doukas M, Verheij J, Ponsioen CY, van Marion R, Bruno MJ, Koerkamp BG, Dinjens WN, de Vries AC. Primary Sclerosing Cholangitis-Associated Cholangiocarcinoma Demonstrates High Intertumor and Intratumor Heterogeneity. Clin Transl Gastroenterol 2021; 12:e00410. [PMID: 34608877 PMCID: PMC8500610 DOI: 10.14309/ctg.0000000000000410] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 08/22/2021] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Intertumor and intratumor heterogeneity may explain the diagnostic challenge and limited efficacy of chemotherapy for primary sclerosing cholangitis-associated cholangiocarcinoma (PSC-CCA). In this study, tumor heterogeneity was assessed through p53 and p16 protein expression analysis and next-generation sequencing (NGS) of TP53 and CDKN2A genetic alterations in PSC-associated CCA. METHODS Formalin-fixed paraffin-embedded tissue samples from resection material of patients with PSC-CCA or patients with PSC diagnosed with biliary dysplasia were selected. Sections with CCA and foci with dysplastic epithelium were identified by 2 independent gastrointestinal pathologists. Immunohistochemical evaluation of p53 and p16 protein expression and NGS of TP53 and CDKN2A genetic alterations were performed. RESULTS A total of 49 CCA and 21 dysplasia samples were identified in the resection specimens of 26 patients. P53 protein expression showed loss of expression, wild type, and overexpression in 14%, 63%, and 23% CCA and in 19%, 62%, and 19% dysplasia samples, respectively. P16 protein expression showed negative, heterogeneous, and positive results in 31%, 57%, and 12% CCA and in 33%, 53%, and 14% dysplasia samples, respectively. NGS showed high intertumor and intratumor heterogeneity of TP53 mutations and CDKN2A loss. Nearly 70% of the samples with a TP53 missense mutation demonstrated p53 overexpression, whereas all samples with a TP53 nonsense mutation demonstrated loss of p53 protein expression. DISCUSSION PSC-associated CCA is characterized by high intertumor and intratumor heterogeneity of both p53/p16 protein expression and genetic alterations in TP53/CDKN2A, indicating that these tumors consist of multiple subclones with substantially different genetic makeup. The high intertumor and intratumor heterogeneity in PSC-CCA should be acknowledged during the development of diagnostic and therapeutic strategies.
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Affiliation(s)
- Eline J.C.A. Kamp
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, the Netherlands;
| | - Maikel P. Peppelenbosch
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, the Netherlands;
| | - Michail Doukas
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, the Netherlands;
| | - Joanne Verheij
- Department of Pathology, Amsterdam UMC, the Netherlands;
| | - Cyriel Y. Ponsioen
- Department of Gastroenterology and Hepatology, Amsterdam UMC, the Netherlands;
| | - Ronald van Marion
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, the Netherlands;
| | - Marco J. Bruno
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, the Netherlands;
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - Winand N.M. Dinjens
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, the Netherlands;
| | - Annemarie C. de Vries
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, the Netherlands;
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15
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Miyazaki K, Morine Y, Yamada S, Saito Y, Tokuda K, Okikawa S, Yamashita S, Oya T, Ikemoto T, Imura S, Hu H, Morioka H, Tsuneyama K, Shimada M. Stromal tumor-infiltrating lymphocytes level as a prognostic factor for resected intrahepatic cholangiocarcinoma and its prediction by apparent diffusion coefficient. Int J Clin Oncol 2021; 26:2265-2274. [PMID: 34596803 DOI: 10.1007/s10147-021-02026-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 08/09/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Tumor-infiltrating lymphocytes (TILs) are a prognostic factor or an indicator of chemotherapy response for various malignancies. The aim of this study was to investigate the prognostic impact of TILs in resected intrahepatic cholangiocarcinoma (IHCC). We also investigated the usefulness of the apparent diffusion coefficient (ADC) in diffusion-weighted magnetic resonance imaging (DW-MRI) to predict TILs. METHODS We enrolled 23 patients with IHCC who underwent initial hepatic resection in Tokushima University Hospital from 2006 to 2017. We evaluated stromal TILs in the tumor marginal area and central area in surgical specimens. Patients were divided into low vs high stromal TILs groups. We analyzed the patients' clinicopathological factors, including prognosis, according to the degree of stromal TILs. We also analyzed the correlation between stromal TILs and the minimum ADC value. RESULTS Stromal TILs in the marginal area reflected overall survival more accurately than that in the central area. Additionally, marginal low TILs was significantly associated with lymph node metastasis and portal vein invasion. Both overall- and disease-free survival rates in the marginal low TILs group were significantly worse than those in the marginal high TILs group (P < 0.05). In the multivariate analysis, marginal low TILs were an independent prognostic factor for both overall- and disease-free survival (P < 0.05), and marginal low TILs were significantly associated with lower minimum ADC values (P < 0.02). CONCLUSIONS Stromal TILs, especially in the marginal area, might demonstrate prognostic impact in patients with IHCC. Moreover, the ADC values from MRI may predict TILs in IHCC tumor tissue.
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Affiliation(s)
- Katsuki Miyazaki
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Yuji Morine
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Shinichiro Yamada
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Yu Saito
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Kazunori Tokuda
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Shohei Okikawa
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Shoko Yamashita
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan.,Department of Pathology and Laboratory Medicine, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Takeshi Oya
- Department of Molecular Pathology, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Tetsuya Ikemoto
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Satoru Imura
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Haun Hu
- Department of Public Health, Tokushima University Graduate School of Biomedical Sciences, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Hisayoshi Morioka
- Department of Public Health, Tokushima University Graduate School of Biomedical Sciences, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Koichi Tsuneyama
- Department of Pathology and Laboratory Medicine, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Mitsuo Shimada
- Department of Surgery, Tokushima University, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan.
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16
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Chan LK, Tsui YM, Ho DWH, Ng IOL. Cellular heterogeneity and plasticity in liver cancer. Semin Cancer Biol 2021; 82:134-149. [PMID: 33647386 DOI: 10.1016/j.semcancer.2021.02.015] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 02/22/2021] [Indexed: 02/07/2023]
Abstract
Hepatocarcinogenesis involves complex genetic and cellular dysregulations which drive the formation of hepatocellular carcinoma (HCC), the predominant form of primary liver cancer, with extensive heterogeneity. In contrast to the broad spectrum of molecularly driven therapies available for defined patient groups in certain cancer types, unfortunately the treatment options for HCC are highly limited. The lack of representative molecular and cellular signatures in the heterogeneous HCC tumors that can effectively guide the choice of the most appropriate treatment among the patients unavoidably limits the treatment outcome. Advancement and wide availability of the next-generation sequencing technologies have empowered us to examine and capture not only the detailed genetic alterations of the HCC cells but also the precise composition of different cell types within the tumor microenvironment and their interactions with the HCC cells at an unprecedented level. The information generated has provided new insight and better defined the inter-patient intertumoral heterogeneity, intra-patient intratumoral heterogeneity as well as the plasticity of HCC cells. These collectively provide a robust scientific basis in guiding the development and use of targeted therapy and immunotherapy. To complement, liquid biopsy coupled with high-sensitivity sequencing could potentially be adopted as a more practical and safer approach to detect and reflect the tumor heterogeneity in HCC patients in guiding the choice of treatment and monitoring disease progression.
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Affiliation(s)
- Lo-Kong Chan
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Yu-Man Tsui
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Daniel Wai-Hung Ho
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Irene Oi-Lin Ng
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong.
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17
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Yacoub H, Hassine H, Boukriba S, Haouet S, Ayari A, Kchir H, Maamouri N. Intrahepatic cholangiocarcinoma mimicking a liver abscess. Clin Case Rep 2020; 8:2510-2513. [PMID: 33363768 PMCID: PMC7752610 DOI: 10.1002/ccr3.3201] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 06/05/2020] [Accepted: 07/13/2020] [Indexed: 12/24/2022] Open
Abstract
Intrahepatic cholangiocarcinoma masquerading as liver abscess, and presenting with fever, is a very rare situation and should be considered in nonresolving liver abscess. Only few cases were reported in the literature. This entity is characterized by late diagnosis and poor prognosis.
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Affiliation(s)
- Haythem Yacoub
- Gastroenterology B DepartmentLa Rabta Hospital TunisTunisTunisia
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
| | - Hajer Hassine
- Gastroenterology B DepartmentLa Rabta Hospital TunisTunisTunisia
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
| | - Seif Boukriba
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
- Radiology DepartmentLa Rabta Hospital TunisTunisTunisia
| | - Slim Haouet
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
- Pathology DepartmentLa Rabta Hospital TunisTunisTunisia
| | - Asma Ayari
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
- Pathology DepartmentLa Rabta Hospital TunisTunisTunisia
| | - Hela Kchir
- Gastroenterology B DepartmentLa Rabta Hospital TunisTunisTunisia
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
| | - Nadia Maamouri
- Gastroenterology B DepartmentLa Rabta Hospital TunisTunisTunisia
- Faculty of Medicine of TunisEl Manar UniversityTunisTunisia
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18
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Chakrabarti S, Kamgar M, Mahipal A. Targeted Therapies in Advanced Biliary Tract Cancer: An Evolving Paradigm. Cancers (Basel) 2020; 12:E2039. [PMID: 32722188 PMCID: PMC7465131 DOI: 10.3390/cancers12082039] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 07/21/2020] [Accepted: 07/23/2020] [Indexed: 12/18/2022] Open
Abstract
Biliary tract cancers (BTCs) are a heterogeneous group of adenocarcinomas that originate from the epithelial lining of the biliary tree. BTCs are characterized by presentation with advanced disease precluding curative surgery, rising global incidence, and a poor prognosis. Chemotherapy is the mainstay of the current treatment, which results in a median overall survival of less than one year, underscoring the need for novel therapeutic agents and strategies. Next-generation sequencing-based molecular profiling has shed light on the underpinnings of the complex pathophysiology of BTC and has uncovered numerous actionable targets, leading to the discovery of new therapies tailored to the molecular targets. Therapies targeting fibroblast growth factor receptor (FGFR) fusion, isocitrate dehydrogenase (IDH) mutations, the human epidermal growth factor receptor (HER) family, DNA damage repair (DDR) pathways, and BRAF mutations have produced early encouraging results in selected patients. Current clinical trials evaluating targeted therapies, as monotherapies and in combination with other agents, are paving the way for novel treatment options. Genomic profiling of cell-free circulating tumor DNA that can assist in the identification of an actionable target is another exciting area of development. In this review, we provide a contemporaneous appraisal of the evolving targeted therapies and the ongoing clinical trials that will likely transform the therapeutic paradigm of BTC.
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Affiliation(s)
- Sakti Chakrabarti
- Department of Hematology-Oncology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226, USA; (S.C.); (M.K.)
| | - Mandana Kamgar
- Department of Hematology-Oncology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226, USA; (S.C.); (M.K.)
| | - Amit Mahipal
- Department of Medical Oncology, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA
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19
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van Tienderen GS, Groot Koerkamp B, IJzermans JNM, van der Laan LJW, Verstegen MMA. Recreating Tumour Complexity in a Dish: Organoid Models to Study Liver Cancer Cells and their Extracellular Environment. Cancers (Basel) 2019; 11:E1706. [PMID: 31683901 PMCID: PMC6896153 DOI: 10.3390/cancers11111706] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 10/29/2019] [Accepted: 10/31/2019] [Indexed: 02/07/2023] Open
Abstract
Primary liver cancer, consisting predominantly of hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA), remains one of the most lethal malignancies worldwide. This high malignancy is related to the complex and dynamic interactions between tumour cells, stromal cells and the extracellular environment. Novel in vitro models that can recapitulate the tumour are essential in increasing our understanding of liver cancer. Herein, primary liver cancer-derived organoids have opened up new avenues due to their patient-specificity, self-organizing ability and potential recapitulation of many of the tumour properties. Organoids are solely of epithelial origin, but incorporation into co-culture models can enable the investigation of the cellular component of the tumour microenvironment. However, the extracellular component also plays a vital role in cancer progression and representation is lacking within current in vitro models. In this review, organoid technology is discussed in the context of liver cancer models through comparisons to other cell culture systems. In addition, the role of the tumour extracellular environment in primary liver cancer will be highlighted with an emphasis on its importance in in vitro modelling. Converging novel organoid-based models with models incorporating the native tumour microenvironment could lead to experimental models that can better recapitulate liver tumours in vivo.
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Affiliation(s)
- Gilles S van Tienderen
- Department of Surgery, Erasmus MC-University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands.
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC-University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands.
| | - Jan N M IJzermans
- Department of Surgery, Erasmus MC-University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands.
| | - Luc J W van der Laan
- Department of Surgery, Erasmus MC-University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands.
| | - Monique M A Verstegen
- Department of Surgery, Erasmus MC-University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands.
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20
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Eso Y, Kou T, Nagai H, Kim YH, Kanai M, Matsumoto S, Mishima M, Arasawa S, Iguchi E, Nakamura F, Takeda H, Takai A, Takahashi K, Ueda Y, Muto M, Seno H. Utility of ultrasound-guided liver tumor biopsy for next-generation sequencing-based clinical sequencing. Hepatol Res 2019; 49:579-589. [PMID: 30645782 DOI: 10.1111/hepr.13312] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 12/19/2018] [Accepted: 01/08/2019] [Indexed: 12/15/2022]
Abstract
AIM Recent advances in next-generation sequencing (NGS) technologies allow for evaluation of genetic alterations in various cancer-related genes in daily clinical practice. Archival formalin-fixed paraffin-embedded (FFPE) tumor tissue is often used for NGS-based clinical sequencing assays; however, the success rate of NGS assays using archival FFPE tumor tissue is reported to be lower than that using fresh tumor tissue. We aimed to evaluate the feasibility and safety of ultrasound (US)-guided liver tumor biopsy for NGS-based multiplex gene assays. METHODS We compared the success rate of NGS assays between archival FFPE tumor tissues and US-guided liver tumor biopsy tissues, and summarized the treatment progress of the patients. RESULTS Next-generation sequencing assays using US-guided liver biopsy samples were successful in all patients (22/22), whereas the success rate with archival FFPE tumor tissue was 84.8% (151/178, P < 0.05). At least one potentially actionable genetic alteration was identified from the US-guided liver biopsy samples in 20 of 22 patients. Among the 18 patients with actionable genetic alterations targetable with drugs approved by the US Food and Drug Administration, eight initiated mutation-driven targeted therapies. Of these eight patients, four achieved partial response or stable disease for at least 4 months, and three were not assessable for response due to short exposure. There were no biopsy-related complications requiring additional treatment. CONCLUSION Our findings suggest that US-guided liver tumor biopsy is a useful and safe method for obtaining high-quality samples for NGS-based clinical sequencing. In cases with metastatic liver tumors, US-guided biopsy should be considered to provide accurate and optimal sequencing results for patients.
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Affiliation(s)
- Yuji Eso
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Tadayuki Kou
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroki Nagai
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Young Hak Kim
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masashi Kanai
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shigemi Matsumoto
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masako Mishima
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Soichi Arasawa
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Eriko Iguchi
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Fumiyasu Nakamura
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Haruhiko Takeda
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Atsushi Takai
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Ken Takahashi
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yoshihide Ueda
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Manabu Muto
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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21
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Tariq NUA, McNamara MG, Valle JW. Biliary tract cancers: current knowledge, clinical candidates and future challenges. Cancer Manag Res 2019; 11:2623-2642. [PMID: 31015767 PMCID: PMC6446989 DOI: 10.2147/cmar.s157092] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Biliary tract cancers (BTCs) are rare with poor prognosis. Due to the advent of genomic sequencing, new data have emerged regarding the molecular makeup of this disease. To add to the complexity, various subtypes also harbor a varied genetic composition. The commonly mutated genes associated with this cancer are KRAS, EGFR, IDH, FGFR and BAP1. Various clinical studies are looking at targeting these genetic mutations. Another therapeutic area of note is the potential for the use of immunotherapy in patients with BTC. Although BTC may be a result of chronic inflammation, this does not necessarily translate into increased immunogenicity. This literature review discusses the diverse molecular and immune-related pathways in patients with BTC and their potential therapeutic implications.
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Affiliation(s)
- Noor-Ul-Ain Tariq
- Faculty of Biomedicine and Health Sciences, Division of Cancer Sciences, University of Manchester, Manchester M13 9NT, UK,
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK,
| | - Mairéad G McNamara
- Faculty of Biomedicine and Health Sciences, Division of Cancer Sciences, University of Manchester, Manchester M13 9NT, UK,
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK,
| | - Juan W Valle
- Faculty of Biomedicine and Health Sciences, Division of Cancer Sciences, University of Manchester, Manchester M13 9NT, UK,
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK,
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22
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Nagata K, Einama T, Kimura A, Murayama M, Takeo H, Nishikawa M, Hoshikawa M, Noro T, Ogata S, Aosasa S, Kajiwara Y, Shinto E, Yaguchi Y, Hiraki S, Tsujimoto H, Hase K, Ueno H, Yamamoto J. A case of intrahepatic cholangiocarcinoma that was difficult to diagnose prior to surgery: A case report. Oncol Lett 2019; 17:823-830. [PMID: 30655835 PMCID: PMC6313065 DOI: 10.3892/ol.2018.9666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 09/07/2018] [Indexed: 11/12/2022] Open
Abstract
The present study reports a case of mass-forming intrahepatic cholangiocarcinoma (ICC), which mimicked cholangiocellular carcinoma (CoCC) during imaging and a needle biopsy examination. A 51-year-old female with no relevant medical history was referred to the National Defense Medical College hospital with an intrahepatic tumor. Computed tomography demonstrated non-homogeneous enhancement in the early arterial phase and persistent enhancement in the portal and equilibrium phases, together with notable swelling of the para-aortic lymph nodes. Gadolinium-ethoxybenzyl diethylenetriamine-pentaacetic acid-enhanced magnetic resonance imaging revealed low signal intensity in the hepatobiliary phase. The liver tumor and lymph nodes exhibited increased radiotracer uptake (maximum standardized uptake value=14.0) with positron emission tomography. A histological examination of a percutaneous needle biopsy specimen of the liver tumor indicated a diagnosis of CoCC. The patient underwent left hepatectomy and lymphadenectomy. The surgical specimen contained a poorly differentiated adenocarcinoma with anaplastic changes, which was immunohistochemically positive for epithelial membrane antigen (at the luminal membrane), cytokeratins 7 and 19, and negative for α-fetoprotein, hepatocyte-specific antigen, cluster of differentiation 56 and KIT. Based on these histopathological and immunohistochemical findings, the patient was diagnosed with ICC.
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Affiliation(s)
- Ken Nagata
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Takahiro Einama
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Akifumi Kimura
- Department of Surgery, Self-Defense Forces Central Hospital, Setagaya, Tokyo 154-8532, Japan
| | - Michinori Murayama
- Department of Surgery, Self-Defense Forces Central Hospital, Setagaya, Tokyo 154-8532, Japan
| | - Hiroteru Takeo
- Department of Diagnostic Pathology, Self-Defense Forces Central Hospital, Setagaya, Tokyo 154-8532, Japan
| | - Makoto Nishikawa
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Mayumi Hoshikawa
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Takuji Noro
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Sho Ogata
- Department of Pathology, National Defense Medical College, Tokorozawa, Saitama 359-0042, Japan
| | - Suefumi Aosasa
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Yoshiki Kajiwara
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Eiji Shinto
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Yoshihisa Yaguchi
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Shuichi Hiraki
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Hironori Tsujimoto
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Kazuo Hase
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Hideki Ueno
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Junji Yamamoto
- Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
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Lendvai G, Szekerczés T, Illyés I, Dóra R, Kontsek E, Gógl A, Kiss A, Werling K, Kovalszky I, Schaff Z, Borka K. Cholangiocarcinoma: Classification, Histopathology and Molecular Carcinogenesis. Pathol Oncol Res 2018; 26:3-15. [PMID: 30448973 DOI: 10.1007/s12253-018-0491-8] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 10/10/2018] [Indexed: 02/06/2023]
Abstract
Cholangiocarcinoma (CC) is the second most common tumor of the liver, originating from the biliary system with increasing incidence and mortality worldwide. Several new classifications review the significance of tumor localization, site of origin, proliferation and biomarkers in the intrahepatic, perihilar and distal forms of the lesion. Based on growth pattern mass-forming, periductal-infiltrating, intraductal, undefined and mixed types are differentiated. There are further subclassifications which are applied for the histological features, in particular for intrahepatic CC. Recognition of the precursors and early lesions of CC including biliary intraepithelial neoplasia (BilIN), intraductal papillary neoplasm of the bile ducts (IPNB), biliary mucinous cystic neoplasm (MCNB) and the candidate precursors, such as bile duct adenoma and von Meyenburg complex is of increasing significance. In addition to the previously used biliary markers detected by immunohistochemistry, several new markers have been added to the differentiation of both the benign and malignant lesions, which can be used to aid in the subclassification in association with the outcome of CC. Major aspects of biliary carcinogenesis have been revealed, yet, the exact way of this diverse process is still unclear. The factors contributing to molecular cholangiocarcinogenesis include various risk factors, different anatomical localizations, multiple cellular origins, genetic and epigenetic alterations, tumor microenvironment, heterogeneity and clonal evolution. Driver mutations have been identified, implying that they are optimal candidates for targeted therapy. The most promising therapeutic candidates have entered clinical trials.
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Affiliation(s)
- Gábor Lendvai
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - Tímea Szekerczés
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - Idikó Illyés
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - Réka Dóra
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - Endre Kontsek
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - Alíz Gógl
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - András Kiss
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
| | - Klára Werling
- 2nd Department of Internal Medicine, Semmelweis University, Budapest, 1085, Hungary
| | - Ilona Kovalszky
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, 1085, Hungary
| | - Zsuzsa Schaff
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary.
| | - Katalin Borka
- 2nd Department of Pathology, Semmelweis University, Üllői út 93, Budapest, H-1091, Hungary
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Sequencing of intraductal biopsies is feasible and potentially impacts clinical management of patients with indeterminate biliary stricture and cholangiocarcinoma. Clin Transl Gastroenterol 2018; 9:151. [PMID: 29712892 PMCID: PMC5928069 DOI: 10.1038/s41424-018-0015-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 02/05/2018] [Accepted: 02/06/2018] [Indexed: 02/08/2023] Open
Abstract
Background Definite diagnosis and therapeutic management of cholangiocarcinoma (CCA) remains a challenge. The aim of the current study was to investigate feasibility and potential impact on clinical management of targeted sequencing of intraductal biopsies. Methods Intraductal biopsies with suspicious findings from 16 patients with CCA in later clinical course were analyzed with targeted sequencing including tumor and control benign tissue (n = 55 samples). A CCA-specific sequencing panel containing 41 genes was designed and a dual strand targeted enrichment was applied. Results Sequencing was successfully performed for all samples. In total, 79 mutations were identified and a mean of 1.7 mutations per tumor sample (range 0–4) as well as 2.3 per biopsy (0–6) were detected and potentially therapeutically relevant genes were identified in 6/16 cases. In 14/18 (78%) biopsies with dysplasia or inconclusive findings at least one mutation was detected. The majority of mutations were found in both surgical specimen and biopsy (68%), while 28% were only present in biopsies in contrast to 4% being only present in the surgical tumor specimen. Conclusion Targeted sequencing from intraductal biopsies is feasible and potentially improves the diagnostic yield. A profound genetic heterogeneity in biliary dysplasia needs to be considered in clinical management and warrants further investigation. Translational impact The current study is the first to demonstrate the feasibility of sequencing of intraductal biopsies which holds the potential to impact diagnostic and therapeutical management of patients with biliary dysplasia and neoplasia.
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25
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β4 and β6 Integrin Expression Is Associated with the Subclassification and Clinicopathological Features of Intrahepatic Cholangiocarcinoma. Int J Mol Sci 2018; 19:ijms19041004. [PMID: 29584696 PMCID: PMC5979350 DOI: 10.3390/ijms19041004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 03/24/2018] [Indexed: 02/08/2023] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is a heterogeneous group of cancers of the intrahepatic biliary tract. However, few studies have evaluated integrin expression according to an ICC subgroup. We immunohistochemically investigated α6β4 (β4) and αvβ6 (β6) integrin expressions in 48 ICCs, and evaluated their relationship with clinical and pathological parameters and ligand expression, as well as transforming growth factor (TGF)-β1. β4 and β6 expressions were detected in 46 (96%) and 35 (73%) ICC cases, respectively. We classified ICC into negative, low (β4, 29 cases; β6, 36 cases), or high (β4, 19 cases; β6, 12 cases) integrin expression groups. β4 and β6 integrin levels were higher in the non-peripheral central localization type ICC than in the peripheral localization type; they were also higher in the periductal-infiltrating or intraductal-growth types than in the mass-forming type ICC; lastly, they were higher in the well-differentiated type than in the poorly-differentiated type ICC. High expression was related to bile duct invasion. In addition, β4 and β6 expressions were associated with mucin production and the expression of cytoplasmic epithelial membrane antigen, laminin-5, and tenascin-C. TGF-β1 was correlated with β6 expression and poor overall survival. These results suggest that integrin expression is associated with subclassification and clinicopathological features of ICC through the coincident expression of their ligands and TGF-β1.
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Høgdall D, Lewinska M, Andersen JB. Desmoplastic Tumor Microenvironment and Immunotherapy in Cholangiocarcinoma. Trends Cancer 2018; 4:239-255. [PMID: 29506673 DOI: 10.1016/j.trecan.2018.01.007] [Citation(s) in RCA: 89] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 01/15/2018] [Accepted: 01/25/2018] [Indexed: 02/07/2023]
Abstract
Cholangiocarcinoma (CCA) is a dismal disease which often is diagnosed at a late stage where the tumor is locally advanced, metastatic, and, as a result, is associated with low resectability. The heterogeneity of this cancer type is a major reason why the majority of patients fail to respond to therapy, and surgery remains their only curative option. Among patients who undergo surgical intervention, such tumors typically recur in 50% of cases within 1year. Thus, CCA is among the most aggressive and chemoresistant malignancies. CCA is characterized by marked tumor reactive stroma, a fibrogenic connective tissue which surrounds and infiltrates the tumor epithelium. This desmoplastic environment presents a clinical challenge, limiting drug delivery and supporting the growth of the tumor mass. In this review we attempt to highlight key pathways involved in cell to cell communication between the tumor epithelium and stroma, the immune components, and opportunities for novel strategies to improve patient outcome.
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Affiliation(s)
- Dan Høgdall
- Biotech Research and Innovation Centre (BRIC), Department of Health and Medical Sciences, University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen N, Denmark; Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark; These authors contributed equally
| | - Monika Lewinska
- Biotech Research and Innovation Centre (BRIC), Department of Health and Medical Sciences, University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen N, Denmark; These authors contributed equally
| | - Jesper B Andersen
- Biotech Research and Innovation Centre (BRIC), Department of Health and Medical Sciences, University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen N, Denmark.
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Raspollini MR, Montagnani I, Montironi R, Castiglione F, Martignoni G, Cheng L, Lopez-Beltran A. Intratumoural heterogeneity may hinder precision medicine strategies in patients with clear cell renal cell carcinoma. J Clin Pathol 2018; 71:467-471. [DOI: 10.1136/jclinpath-2017-204931] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 12/18/2017] [Accepted: 12/20/2017] [Indexed: 12/14/2022]
Abstract
Clear cell renal cell carcinoma (ccRCC) is an heterogeneous tumour at architectural, cellular and molecular level, a reason why the 2014 International Society of Urological Pathology consensus recommended wide sampling of RCC masses to include at least 1 block/cm of tumour together with perpendicular sections of the tumour/perinephric fat interface and the tumour/renal sinus interface. Intratumoural molecular heterogeneity may be a limitation at the moment of defining precision medicine strategies based on gene mutation status. This study analyses the presence of any mutation of KRAS, NRAS, BRAF, PIK3CA, ALK, ERBB2, DDR2, MAP2K1, RET and EGFR genes in 20 tissue blocks from a case of ccRCC and its metastasis. We observed the presence of the mutation at pH1047R of PIK3CA gene in five samples of the tumour, while the remaining 15 samples did not show any mutation at PIK3CA or any other investigated gene. There is a great need to develop novel RCC sampling strategies to overcome tumour heterogeneity prior to define precision oncology strategies.
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28
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Shiao MS, Chiablaem K, Charoensawan V, Ngamphaiboon N, Jinawath N. Emergence of Intrahepatic Cholangiocarcinoma: How High-Throughput Technologies Expedite the Solutions for a Rare Cancer Type. Front Genet 2018; 9:309. [PMID: 30158952 PMCID: PMC6104394 DOI: 10.3389/fgene.2018.00309] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Accepted: 07/23/2018] [Indexed: 12/16/2022] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is the cancer of the intrahepatic bile ducts, and together with hepatocellular carcinoma (HCC), constitute the majority of primary liver cancers. ICC is a rare disorder as its overall incidence is < 1/100,000 in the United States and Europe. However, it shows much higher incidence in particular geographical regions, such as northeastern Thailand, where liver fluke infection is the most common risk factor of ICC. Since the early stages of ICC are often asymptomatic, the patients are usually diagnosed at advanced stages with no effective treatments available, leading to the high mortality rate. In addition, unclear genetic mechanisms, heterogeneous nature, and various etiologies complicate the development of new efficient treatments. Recently, a number of studies have employed high-throughput approaches, including next-generation sequencing and mass spectrometry, in order to understand ICC in different biological aspects. In general, the majority of recurrent genetic alterations identified in ICC are enriched in known tumor suppressor genes and oncogenes, such as mutations in TP53, KRAS, BAP1, ARID1A, IDH1, IDH2, and novel FGFR2 fusion genes. Yet, there are no major driver genes with immediate clinical solutions characterized. Interestingly, recent studies utilized multi-omics data to classify ICC into two main subgroups, one with immune response genes as the main driving factor, while another is enriched with driver mutations in the genes associated with epigenetic regulations, such as IDH1 and IDH2. The two subgroups also show different hypermethylation patterns in the promoter regions. Additionally, the immune response induced by host-pathogen interactions, i.e., liver fluke infection, may further stimulate tumor growth through alterations of the tumor microenvironment. For in-depth functional studies, although many ICC cell lines have been globally established, these homogeneous cell lines may not fully explain the highly heterogeneous genetic contents of this disorder. Therefore, the advent of patient-derived xenograft and 3D patient-derived organoids as new disease models together with the understanding of evolution and genetic alterations of tumor cells at the single-cell resolution will likely become the main focus to fill the current translational research gaps of ICC in the future.
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Affiliation(s)
- Meng-Shin Shiao
- Research Center, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Khajeelak Chiablaem
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Varodom Charoensawan
- Department of Biochemistry, Faculty of Science, Mahidol University, Bangkok, Thailand
- Integrative Computational BioScience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand
- Systems Biology of Diseases Research Unit, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Nuttapong Ngamphaiboon
- Medical Oncology Unit, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Natini Jinawath
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Integrative Computational BioScience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand
- *Correspondence: Natini Jinawath ;
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29
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Chemoresistance and chemosensitization in cholangiocarcinoma. Biochim Biophys Acta Mol Basis Dis 2017; 1864:1444-1453. [PMID: 28600147 DOI: 10.1016/j.bbadis.2017.06.005] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2017] [Accepted: 06/05/2017] [Indexed: 02/07/2023]
Abstract
One of the main difficulties in the management of patients with advanced cholangiocarcinoma (CCA) is their poor response to available chemotherapy. This is the result of powerful mechanisms of chemoresistance (MOC) of quite diverse nature that usually act synergistically. The problem is often worsened by altered MOC gene expression in response to pharmacological treatment. Since CCA includes a heterogeneous group of cancers their genetic signature coding for MOC genes is also diverse; however, several shared traits have been defined. Some of these characteristics are shared with other types of liver cancer, namely hepatocellular carcinoma and hepatoblastoma. An important goal in modern oncologic pharmacology is to develop novel strategies to overcome CCA chemoresistance either by increasing drug specificity, such as in targeted therapies aimed to inhibit receptors with tyrosine kinase activity, or to increase the amounts of active agents inside CCA cells by enhancing drug uptake or reducing efflux through export pumps. This article is part of a Special Issue entitled: Cholangiocytes in Health and Diseaseedited by Jesus Banales, Marco Marzioni, Nicholas LaRusso and Peter Jansen.
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30
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Affiliation(s)
- Dirk Walter
- Department of Internal Medicine I, Johann Wolfgang Goethe-University Hospital, Frankfurt, Germany
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31
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Xue R, Li J, Bai F, Wang X, Ji J, Lu Y. A race to uncover a panoramic view of primary liver cancer. Cancer Biol Med 2017; 14:335-340. [PMID: 29372099 PMCID: PMC5785169 DOI: 10.20892/j.issn.2095-3941.2017.0112] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Affiliation(s)
- Ruidong Xue
- Comprehensive Liver Cancer Center, Beijing 302 Hospital of PLA, Beijing 100039, China.,Translational Cancer Research Center, Peking University First Hospital, Beijing 100034, China.,Biodynamic Optical Imaging Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
| | - Jing Li
- Comprehensive Liver Cancer Center, Beijing 302 Hospital of PLA, Beijing 100039, China.,Translational Cancer Research Center, Peking University First Hospital, Beijing 100034, China
| | - Fan Bai
- Comprehensive Liver Cancer Center, Beijing 302 Hospital of PLA, Beijing 100039, China
| | - Xinwei Wang
- Comprehensive Liver Cancer Center, Beijing 302 Hospital of PLA, Beijing 100039, China
| | - Junfang Ji
- Comprehensive Liver Cancer Center, Beijing 302 Hospital of PLA, Beijing 100039, China
| | - Yinying Lu
- Comprehensive Liver Cancer Center, Beijing 302 Hospital of PLA, Beijing 100039, China
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