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Farid SG, Morris-Stiff G. "OMICS" technologies and their role in foregut primary malignancies. Curr Probl Surg 2015; 52:409-41. [PMID: 26527526 DOI: 10.1067/j.cpsurg.2015.08.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 08/03/2015] [Indexed: 12/18/2022]
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Udali S, Guarini P, Moruzzi S, Ruzzenente A, Tammen SA, Guglielmi A, Conci S, Pattini P, Olivieri O, Corrocher R, Choi SW, Friso S. Global DNA methylation and hydroxymethylation differ in hepatocellular carcinoma and cholangiocarcinoma and relate to survival rate. Hepatology 2015; 62:496-504. [PMID: 25833413 DOI: 10.1002/hep.27823] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 03/28/2015] [Indexed: 01/04/2023]
Abstract
UNLABELLED In addition to DNA methylation, hydroxymethylation of DNA is recognized as a novel epigenetic mark. Primary liver cancers, i.e., hepatocellular carcinoma (HCC) and cholangiocarcinoma (CC), are highly prevalent but epigenetically poorly characterized, so far. In the present study we measured global methylcytosine (mCyt) and hydroxymethylcytosine (hmCyt) in HCC and CC tissues and in peripheral blood mononuclear cell (PBMC) DNA to define mCyt and hmCyt status and, accordingly, the survival rate. Both mCyt and hmCyt were measured by a liquid chromatography/tandem mass spectrometry method in neoplastic and homologous nonneoplastic tissues, i.e., liver and gallbladder, and in PBMCs of 31 HCC and 16 CC patients. Content of mCyt was notably lower in HCC than in CC tissues (3.97% versus 5.26%, respectively; P < 0.0001). Significantly reduced mCyt was also detected in HCC compared to nonneoplastic tissue (3.97% versus 4.82% mCyt, respectively; P < 0.0001), but no such difference was found for CC versus homologous nonneoplastic tissue. Hydroxymethylation was significantly decreased in HCC versus nonneoplastic liver tissue (0.044 versus 0.128, respectively; P < 0.0001) and in CC versus both liver and gallbladder nonneoplastic tissue (0.030 versus 0.124, P = 0.026, and 0.030 versus 0.123, P = 0.006, respectively). When the survival rate was evaluated according to mCyt PBMC content by Kaplan-Meier analysis, patients with mCyt ≥5.59% had a significantly higher life expectancy than those with mCyt <5.59% (P = 0.034) at a follow-up period up to 48 months. CONCLUSION A significant DNA hypomethylation distinguishes HCC from CC, while DNA hypo-hydroxymethylation characterizes both HCC and CC, and a PBMC DNA mCyt content ≥5.59% relates to a favorable outcome in primary liver cancers.
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Affiliation(s)
- Silvia Udali
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
| | - Patrizia Guarini
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
| | - Sara Moruzzi
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
| | - Andrea Ruzzenente
- Department of Surgery, University of Verona School of Medicine, Verona, Italy
| | | | - Alfredo Guglielmi
- Department of Surgery, University of Verona School of Medicine, Verona, Italy
| | - Simone Conci
- Department of Surgery, University of Verona School of Medicine, Verona, Italy
| | - Patrizia Pattini
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
| | - Oliviero Olivieri
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
| | - Roberto Corrocher
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
| | - Sang-Woon Choi
- Tufts University School of Nutrition Science and Policy, Boston, MA.,Chaum Life Center, CHA University, Seoul, Korea
| | - Simonetta Friso
- Department of Medicine and the University Laboratory for Medical Research, University of Verona School of Medicine, Verona, Italy
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Wang N, Xia S, Chen K, Xiang X, Zhu A. Genetic alteration regulated by microRNAs in biliary tract cancers. Crit Rev Oncol Hematol 2015; 96:262-73. [PMID: 26095617 DOI: 10.1016/j.critrevonc.2015.05.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2014] [Revised: 04/26/2015] [Accepted: 05/27/2015] [Indexed: 02/06/2023] Open
Abstract
Biliary tract cancers (BTCs) constitute a relatively rare but highly malignant class of tumors with poor prognosis including gallbladder cancer, intra- and extra-hepatic cholangiocarcinoma. Recently, accumulated evidences have demonstrated that deregulated expression of microRNAs (miRNAs) is closely associated with the development, invasion, metastasis and prognosis of different cancers including BTCs. MiRNAs comprise an endogenously expressed and highly evolutionarily conserved group of small, non-coding, single-stranded RNAs which negatively regulate target genes expression by means of combining with 3' untranslated region (UTR) of corresponding mRNAs at the post-transcriptional level with significant roles in various fundamental cellular procedures including cell proliferation, differentiation, migration, cell cycle control and apoptosis. Recent studies have indicated that miRNAs could function as novel tumor-promoting genes or tumor suppressor genes to act as potential therapeutic targets in anticancer treatment because the genetic alteration regulated by miRNAs could result in tumorigenesis and tumor inhibition. Anomalous miRNAs expression patterns, acting as phenotypic signatures of distinct cancers, are promising to be used as diagnostic, prognostic, predictive biomarkers. In this review, we summarize the current findings from the studies about potential genetic alteration regulated by miRNAs and their roles in BTCs.
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Affiliation(s)
- Ning Wang
- Department of Hepatopancreatobiliary and Splenic Medicine, Affiliated Hospital, Logistics University of the Chinese People's Armed Police Forces, Tianjin 300162, China
| | - Shihai Xia
- Department of Hepatopancreatobiliary and Splenic Medicine, Affiliated Hospital, Logistics University of the Chinese People's Armed Police Forces, Tianjin 300162, China
| | - Kai Chen
- Department of Hepatopancreatobiliary and Splenic Medicine, Affiliated Hospital, Logistics University of the Chinese People's Armed Police Forces, Tianjin 300162, China
| | - Xiaohui Xiang
- Department of Hepatopancreatobiliary and Splenic Medicine, Affiliated Hospital, Logistics University of the Chinese People's Armed Police Forces, Tianjin 300162, China.
| | - Aijun Zhu
- Department of Hepatopancreatobiliary and Splenic Medicine, Affiliated Hospital, Logistics University of the Chinese People's Armed Police Forces, Tianjin 300162, China.
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Andersen JB. Molecular pathogenesis of intrahepatic cholangiocarcinoma. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2014; 22:101-13. [PMID: 25174625 DOI: 10.1002/jhbp.155] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Cholangiocarcinoma (CCA) is an orphan cancer of the hepatobiliary tract, the incidence of which has increased in the past decade. The molecular pathogenesis of this treatment-refractory disease is poorly understood. Desmoplasia is a key causal feature of CCA; however, a majority of tumors develop with no apparent etiological background. The impact of the stromal compartment on tumor progression as well as resistance to therapy is in vogue, and the epithelial-stromal crosstalk may present a target for novel treatment strategies. As such, the complexity of tumor cellularity and the molecular mechanisms underlying the diversity of growth patterns of this malignancy remain a clinical concern. It is crucial to advance our present understanding of the molecular pathogenesis of CCA to improve current clinical strategies and patient outcome. This will facilitate the delineation of patient subsets and individualization for precision therapies. Many questions persevere as to the evolutionary process and cellular origin of the initial transforming event, the context of intratumoral plasticity and the causal driver action. Next-generation sequencing has begun to underline the persistent alterations, which may be the trigger of acquired drug resistance, and the cause of metastasis and disease recurrence. A complex issue that remains is to account for the heterogeneous pool of "backseat" aberrations, which in chromosomal proximity to the causative variant are likely to influence, for example, drug response. This review explores the recent advances in defining the molecular pathways implicated in the development of this devastating disease and, which present putative clinical strategies.
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Affiliation(s)
- Jesper B Andersen
- Andersen Group, Biotech Research and Innovation Centre, University of Copenhagen, Ole Maaløes Vej 5, DK-2200, Copenhagen N, Denmark.
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Skipworth JRA, Timms JF, Pereira SP. Novel diagnostic and prognostic biomarkers in biliary tract cancer. ACTA ACUST UNITED AC 2014; 7:487-99. [PMID: 23971898 DOI: 10.1517/17530059.2013.826646] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
INTRODUCTION The worldwide incidence of biliary tract carcinoma (BTC, tumours of the bile ducts and gall-bladder) continues to rise, with the only potentially curative treatment remaining surgical resection or transplantation, possible in only a minority of patients. Late presentation and a paucity of effective treatments mandate the development of techniques for early lesion detection. AREAS COVERED This article reviews currently available biomarkers for the diagnosis and prognosis of BTC, as well as recently published studies describing novel serum, bile and urinary biomarkers. EXPERT OPINION The incorporation of novel analysis techniques, such as digital image analysis and fluorescence in situ hybridization, into existing management algorithms enhances the accuracy of brush cytology taken at the time of therapeutic endoscopy. However, a key goal is the discovery of reliable non-invasive biomarkers with high sensitivity and specificity. Recent advances in gene sequencing and expression, clonal evolution and tumour heterogeneity in other cancers should advance understanding of BTC tumour biology and facilitate biomarker discovery.
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Affiliation(s)
- James R A Skipworth
- University College London, Division of Surgery and Interventional Science, 4th Floor, 74 Huntley Street, London, WC1E6AU, UK
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Munoz‐Garrido P, Marzioni M, Hijona E, Bujanda L, Banales JM. MicroRNAs in Liver Diseases. MICRORNAS IN MEDICINE 2013:509-522. [DOI: 10.1002/9781118300312.ch31] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Chen YJ, Luo J, Yang GY, Yang K, Wen SQ, Zou SQ. Mutual regulation between microRNA-373 and methyl-CpG-binding domain protein 2 in hilar cholangiocarcinoma. World J Gastroenterol 2012; 18:3849-61. [PMID: 22876037 PMCID: PMC3413057 DOI: 10.3748/wjg.v18.i29.3849] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2011] [Revised: 05/02/2012] [Accepted: 05/05/2012] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the reciprocal modulation between microRNA (miRNA) and DNA methylation via exploring the correlation between miR-373 and methyl-CpG-binding domain protein (MBD)2.
METHODS: MiR-373 expression was examined using the TaqMan miRNA assay. Methylation of miR-373 was investigated using methylation-specific polymerase chain reaction, and recruitment of methyl binding proteins was studied using the chromatin immunoprecipitation assay. Mutation analysis was conducted using the QuikChange™ Site-Directed Mutagenesis kit. The activity of miR-373 gene promoter constructs and targeting at MBD2-three prime untranslated region (3’UTR) by miR-373 were evaluated by a dual-luciferase reporter gene assay.
RESULTS: In hilar cholangiocarcinoma, miR-373 decreased and was closely associated with poor cell differentiation, advanced clinical stage, and shorter survival. The promoter-associated CpG island of miR-373 gene was hypermethylated and inhibited expression of miR-373. MBD2 was up-regulated and enriched at the promoter-associated CpG island of miR-373. Methylation-mediated suppression of miR-373 required MBD2 enrichment at the promoter-associated CpG island, and miR-373 negatively regulated MBD2 expression through targeting the 3’UTR.
CONCLUSION: MiR-373 behaves as a direct transcriptional target and negative regulator of MBD2 activity through a feedback loop of CpG island methylation.
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Abstract
PURPOSE OF REVIEW Intrahepatic cholangiocarcinoma (ICC) is a treatment-refractory disease with a dismal outcome. Limited success in the clinical management and a persistent increase in the incidence world-wide have made ICC one of the most lethal and fastest growing malignancies. However, recent advancements in genome-wide technologies combined with the application of integrative multidimensional analytical approaches have begun to provide both detailed insight into the underlying biological traits of ICC and identified new therapeutic opportunities. RECENT FINDINGS In comparison with other cancers, genomic studies of ICC have been limited. We and others have recently procured large cohorts of ICC patients intended for genome-wide analyses. In our study, samples from ICC patients were obtained from three cancer centers and subjected to integrated genetic and genomic analyses. We provided new insights into both pathogenesis and optimal treatment options demonstrating the presence of unique subclasses of patients, based partly on KRAS mutations and increased levels of receptor tyrosine kinase signaling. The group of patients with the worst prognosis was characterized by transcriptional enrichment of genes regulating inflammation and proteasome activities, suggesting a combination of tyrosine kinase inhibitors and anti-inflammatory drugs as a new therapeutic option for these patients. SUMMARY We have critically examined the progress in genome-wide studies of ICC including genetic profiling, transcriptomics, and epigenomics. Current limitations in applying these technologies to archival samples and the insufficient access to fresh-frozen material are partly the cause of the delayed implementation of the omics-based investigations of ICC compared to other hepatobiliary diseases. Thus, selected candidate single-gene studies will also be discussed.
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Zhang Y, Yang B, Du Z, Gao YT, Wang YJ, Jing X, Bai T. Identification and validation of specific methylation profile in bile for differential diagnosis of malignant biliary stricture. Clin Biochem 2010; 43:1340-1344. [PMID: 20727349 DOI: 10.1016/j.clinbiochem.2010.08.013] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2010] [Revised: 08/04/2010] [Accepted: 08/07/2010] [Indexed: 01/10/2023]
Abstract
OBJECTIVE This study was aimed to identify the specific methylation profile in bile specimens of pancreaticobillary diseases for differential diagnosis of malignant biliary stricture. DESIGN AND METHODS In a total of 80 bile specimens from pancreaticobillary diseases, the methylation status of 19 tumor suppressor genes were analyzed by methylation-specific PCR and the methylation index (MI) were compared between the malignant and benign groups. RESULTS Methylation of DKK3, p16, SFRP2, DKK2, NPTX2 and ppENK were more frequently detected in the bile of malignant biliary strictures than benign patients. When setting MI 0.5 as the threshold, this 6-gene panel could distinguish the malignant biliary stricture with a high sensitivity, specificity and accuracy (77.27%, 77.78% and 77.50%, respectively). CONCLUSION The methylation profile including 6 specific genes in bile may be a promising biomarker for differential diagnosis between malignant and benign biliary strictures.
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Affiliation(s)
- Ye Zhang
- Third Central Clinical College of Tianjin Medical University, Tianjin 300170, China
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Human G-protein gamma 7 in extrahepatic cholangiocarcinoma and its clinicopathological significance. Hematol Oncol Stem Cell Ther 2010; 3:66-70. [PMID: 20543539 DOI: 10.1016/s1658-3876(10)50037-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Several studies have found a down-regulated G-gamma 7 gene in gastrointestinal tract cancers. We evaluated the expression and clinicopathological significance of the human G protein gamma 7 (G-gamma 7) in human extra-hepatic cholangiocarcinoma (EHCC). METHODS The expression of G-gamma 7 expression was studied in 21 patients with EHCC. G-gamma 7 mRNA expression was tested by using RealTime reverse transcription polymerase chain reaction (RT-PCR).To visualize the localization of G-gamma 7, an immunohistochemistry study was also performed. The G-gamma 7 expression was compared among cancer tissues, peri-cancerous bile duct tissues and normal bile duct tissues. The clinicopathological significance of G-gamma 7 expression was also studied. RESULTS Expression of G-gamma 7 mRNA and protein were significantly lower in EHCC tissue than in pericancerous bile duct tissue and normal bile duct tissues. G-gamma 7 mRNA and protein expression were significantly lower in poorly differentiated EHCC tissues than in moderate differentiated and well differentiated EHCC tissues (P<.01). There was no significant correlation between G-gamma 7 expression and host factors such as age, gender, clinical staging or the status of preoperative hepatic function CONCLUSIONS EHCC has a down-regulated expression of G-gamma 7. Reduced expression of G-gamma 7 is associated with the histological grade of EHCC and may prove to be a useful marker for predicting the prognosis of human EHCC.
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Francis H, Alpini G, DeMorrow S. Recent advances in the regulation of cholangiocarcinoma growth. Am J Physiol Gastrointest Liver Physiol 2010; 299:G1-9. [PMID: 20430870 PMCID: PMC2904122 DOI: 10.1152/ajpgi.00114.2010] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Cholangiocarcinomas arise after the neoplastic transformation of the cholangiocytes that line the intra- and extrahepatic biliary epithelium. Symptoms usually do not present until late in the course of the disease, at which time they are relatively resistant to chemotherapeutic agents and as such are difficult to treat and display a poor prognosis. Because of the relative rarity of this disease, the overall volume of research into the molecular pathophysiology associated with this disease is small compared with other more prevalent tumors. However, the incidence of this devastating cancer is on the rise and renewed efforts to understand the pathogenesis of cholangiocarcinoma is needed to design novel therapeutic strategies to combat this disease. This review summarizes the recent advances into our knowledge and understanding of cholangiocarcinoma and highlights potential novel therapeutic strategies that may prove useful to treat this deadly disease.
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Affiliation(s)
- Heather Francis
- 2Digestive Disease Research Center and ,3Department of Research and Education, Scott & White Hospital; and
| | - Gianfranco Alpini
- 1Department of Internal Medicine, Texas A&M Health Science Center College of Medicine; ,2Digestive Disease Research Center and ,4Division of Research, Central Texas Veterans Health Care System, Temple, Texas
| | - Sharon DeMorrow
- 1Department of Internal Medicine, Texas A&M Health Science Center College of Medicine; ,2Digestive Disease Research Center and
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Onori P, Wise C, Gaudio E, Franchitto A, Francis H, Carpino G, Lee V, Lam I, Miller T, Dostal DE, Glaser SS. Secretin inhibits cholangiocarcinoma growth via dysregulation of the cAMP-dependent signaling mechanisms of secretin receptor. Int J Cancer 2010; 127:43-54. [DOI: 10.1002/ijc.25028] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
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Gatto M, Bragazzi MC, Semeraro R, Napoli C, Gentile R, Torrice A, Gaudio E, Alvaro D. Cholangiocarcinoma: update and future perspectives. Dig Liver Dis 2010; 42:253-60. [PMID: 20097142 DOI: 10.1016/j.dld.2009.12.008] [Citation(s) in RCA: 133] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Accepted: 12/28/2009] [Indexed: 02/07/2023]
Abstract
Cholangiocarcinoma is commonly considered a rare cancer. However, if we consider the hepato-biliary system a single entity, cancers of the gallbladder, intra-hepatic and extra-hepatic biliary tree altogether represent approximately 30% of the total with incidence rates close to that of hepatocellular carcinoma, which is the third most common cause of cancer-related death worldwide. In addition, cholangiocarcinoma is characterized by a very poor prognosis and virtually no response to chemotherapeutics; radical surgery, the only effective treatment, is not frequently applicable because late diagnosis. Biomarkers for screening programs and for follow-up of categories at risk are under investigation, however, currently none of the proposed markers has reached clinical application. For all these considerations, cancers of the biliary tree system should merit much more scientific attention also because a progressive increase in incidence and mortality for these cancers has been reported worldwide. This manuscript deals with the most recent advances in the epidemiology, biology and clinical presentation of cholangiocarcinoma.
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Affiliation(s)
- Manuela Gatto
- Department of Clinical Medicine, Division of Gastroenterology, University of Rome Sapienza, Polo Pontino, R. Rosselini 51, Rome, Italy
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Guedj N, Zhan Q, Perigny M, Rautou PE, Degos F, Belghiti J, Farges O, Bedossa P, Paradis V. Comparative protein expression profiles of hilar and peripheral hepatic cholangiocarcinomas. J Hepatol 2009; 51:93-101. [PMID: 19446907 DOI: 10.1016/j.jhep.2009.03.017] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2008] [Revised: 01/23/2009] [Accepted: 03/05/2009] [Indexed: 12/12/2022]
Abstract
BACKGROUND/AIMS Hepatic cholangiocarcinomas are tumors with poor prognosis and with increasing incidence worldwide. The aim of the study was to compare morphological features and protein profiles of hilar and peripheral cholangiocarcinomas. METHODS Clinicopathological data were collected from 111 cholangiocarcinomas (59 peripheral and 52 hilar). Protein expression, assessed on tissue samples using tissue microarray and protein array technologies, was compared between both types of tumors and with extrahepatic cholangiocarcinoma and hepatocholangiocarcinoma. RESULTS Hilar cholangiocarcinomas were smaller in size (mean: 2.7 vs. 8 cm, p<0.001), were more often well differentiated adenocarcinomas (65% vs. 36% well differentiated, p<0.01) and carried out stronger perineural invasion (83% vs. 42%, p<0.001) than peripheral cholangiocarcinomas. Regarding protein expression, hilar cholangiocarcinomas more often expressed MUC5AC (62% vs. 22%, p<0.0001), Akt2 (54% vs. 27%, p<0.001), CK8 (98% vs. 81%, p<0.005) and annexin II (92% vs. 66%, p<0.001). Interestingly, VEGF A expression was more frequently encountered in peripheral cholangiocarcinoma (69% vs. 25%, p<0.0001) and correlated with increased vascular density. Using protein array antibody, we identified filamin A as significantly overexpressed (>2-fold) in peripheral cholangiocarcinomas. CONCLUSIONS Our results show that hilar and peripheral cholangiocarcinomas display specific protein profiles, especially regarding VEGF expression. This suggests a potential benefit for anti-angiogenic therapies in peripheral hepatic CCs.
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Affiliation(s)
- Nathalie Guedj
- Department of Pathology, Beaujon Hospital, 100 boulevard du Général Leclerc, 92118 Clichy, France
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