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Mou M, Gao R, Wu Y, Lin P, Yin H, Chen F, Huang F, Wen R, Yang H, He Y. Endoscopic Rectal Ultrasound-Based Radiomics Analysis for the Prediction of Synchronous Liver Metastasis in Patients With Primary Rectal Cancer. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2024; 43:361-373. [PMID: 37950599 DOI: 10.1002/jum.16369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 09/26/2023] [Accepted: 10/22/2023] [Indexed: 11/12/2023]
Abstract
OBJECTIVES To develop and validate an ultrasound-based radiomics model to predict synchronous liver metastases (SLM) in rectal cancer (RC) patients preoperatively. METHODS Two hundred and thirty-nine RC patients were included in this study and randomly divided into training and validation cohorts. A total of 5936 radiomics features were calculated on the basis of ultrasound images to build a radiomic model and obtain a radiomics score (Rad-score) using logistic regression. Meanwhile, clinical characteristics were collected to construct a clinical model. The radiomics-clinical model was developed and validated by integrating the radiomics features with the selected clinical characteristics. The performances of three models were evaluated and compared through their discrimination, calibration, and clinical usefulness. RESULTS The radiomics model was developed based on 13 radiomic features. The radiomics-clinical model, which incorporated Rad-score, CEA, and CA199, exhibited favorable discrimination and calibration with areas under the receiver operating characteristic curve (AUC) of 0.920 (95% CI: 0.874-0.965) in the training cohorts and 0.855 (95% CI: 0.759-0.951) in the validation cohorts. And the AUC of the radiomics-clinical model was 0.849 (95% CI: 0.771-0.927) for the training cohorts and 0.780 (95% CI: 0.655-0.905) for the validation cohorts, the clinical model was 0.811 (95% CI: 0.718-0.905) for the training cohorts and 0.805 (95% CI: 0.645-0.965) for the validation cohorts. Moreover, decision curve analysis (DCA) further confirmed the clinical utility of the radiomics-clinical model. CONCLUSIONS The radiomics-clinical model performed satisfactory predictive performance, which can help improve clinical diagnosis performance and outcome prediction for SLM in RC patients.
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Affiliation(s)
- Meiyan Mou
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- Department of Medical Ultrasound, Yulin No. 1 People's Hospital of Guangxi Zhuang Autonomous Region, Yulin, China
| | - Ruizhi Gao
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yuquan Wu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Peng Lin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Hongxia Yin
- Department of Medical Ultrasound, Yulin No. 1 People's Hospital of Guangxi Zhuang Autonomous Region, Yulin, China
| | - Fenghuan Chen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Fen Huang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Rong Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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2
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Githaka JM, Pirayeshfard L, Goping IS. Cancer invasion and metastasis: Insights from murine pubertal mammary gland morphogenesis. Biochim Biophys Acta Gen Subj 2023; 1867:130375. [PMID: 37150225 DOI: 10.1016/j.bbagen.2023.130375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 04/20/2023] [Accepted: 05/02/2023] [Indexed: 05/09/2023]
Abstract
Cancer invasion and metastasis accounts for the majority of cancer related mortality. A better understanding of the players that drive the aberrant invasion and migration of tumors cells will provide critical targets to inhibit metastasis. Postnatal pubertal mammary gland morphogenesis is characterized by highly proliferative, invasive, and migratory normal epithelial cells. Identifying the molecular regulators of pubertal gland development is a promising strategy since tumorigenesis and metastasis is postulated to be a consequence of aberrant reactivation of developmental stages. In this review, we summarize the pubertal morphogenesis regulators that are involved in cancer metastasis and revisit pubertal mammary gland transcriptome profiling to uncover both known and unknown metastasis genes. Our updated list of pubertal morphogenesis regulators shows that most are implicated in invasion and metastasis. This review highlights molecular linkages between development and metastasis and provides a guide for exploring novel metastatic drivers.
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Affiliation(s)
- John Maringa Githaka
- Department of Biochemistry, University of Alberta, Edmonton, AB T6G 2H7, Canada.
| | - Leila Pirayeshfard
- Department of Biochemistry, University of Alberta, Edmonton, AB T6G 2H7, Canada
| | - Ing Swie Goping
- Department of Biochemistry, University of Alberta, Edmonton, AB T6G 2H7, Canada; Department of Oncology, University of Alberta, Edmonton, AB T6G 2H7, Canada.
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CCL20 induces colorectal cancer neoplastic epithelial cell proliferation, migration, and further CCL20 production through autocrine HGF-c-Met and MSP-MSPR signaling pathways. Oncotarget 2021; 12:2323-2337. [PMID: 34853656 PMCID: PMC8629403 DOI: 10.18632/oncotarget.28131] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 09/28/2021] [Indexed: 12/16/2022] Open
Abstract
CCL20-CCR6 interactions promote colorectal cancer through direct effects on neoplastic epithelial cells and through modulating the tumor microenvironment. The mechanism of these effects on neoplastic epithelial cells is poorly understood. This study demonstrates that CCL20 induces secretion of hepatocyte growth factor (HGF) and phosphorylation of HGF’s cognate receptor c-Met in HT29 and HCT116 colorectal cancer cell lines both in concentration- and time-dependent manners. Similar to CCL20, HGF induces migration, autofeedback CCL20 secretion, and ERK1/2 phosphorylation in the colon cancer cells. CCL20-dependent ERK1/2 phosphorylation is blocked by HGF inhibition, and CCL20-dependent migration and CCL20 secretion are blocked by inhibition of HGF or ERK. Interestingly, unlike CCL20, HGF does not induce proliferation of colon cancer cells, and CCL20-dependent cell proliferation is not blocked by direct HGF inhibition. CCL20-dependent proliferation, however, is blocked by the multi-tyrosine kinase inhibitor crizotinib. Exploring this effect, it was found that CCL20 also induces production of MSP and phosphorylation of MSP’s receptor MSPR by the colorectal cancer cells. CCL20-dependent cell proliferation is inhibited by directly blocking MSP-MSPR interactions. Thus, CCL20-mediated migration and CCL20 secretion are regulated through a pathway involving HGF, c-Met, and ERK, while CCL20-mediated proliferation is instead regulated through MSP and its receptor MSPR.
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Ovejero Gómez VJ, Freire Salinas J, García-Berbel Molina P, Azcarretazabal González-Ontaneda T, Bermúdez García MV, Gómez Román JJ. [Peritoneal recurrence prediction for colon cancer based on immunoexpression]. REVISTA ESPAÑOLA DE PATOLOGÍA : PUBLICACIÓN OFICIAL DE LA SOCIEDAD ESPAÑOLA DE ANATOMÍA PATOLÓGICA Y DE LA SOCIEDAD ESPAÑOLA DE CITOLOGÍA 2020; 54:147-155. [PMID: 34175025 DOI: 10.1016/j.patol.2020.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 06/27/2020] [Accepted: 07/20/2020] [Indexed: 11/30/2022]
Abstract
INTRODUCTION AND OBJECTIVES Peritoneal relapse as an isolated form of recurrence in colon cancer occurs in 25% of cases during the first two years subsequent to a curative colectomy. Currently, the diagnostic limitations of imaging studies and the absence of predictive scales for peritoneal recurrence warrant "second look" surgery in high-risk patients. The aim of this study is to assess features of some epithelial-mesenchymal transition biomarkers (c-Met, IGF-1R and plexin β1) in order to predict post-surgical peritoneal colonization and develop a mathematical model to predict carcinomatous relapse. METHODS A retrospective study of the histopathological samples of 87 patients diagnosed with colon cancer who underwent radical resection was carried out, using immunohistochemical techniques for c-Met, IGF-1R and plexin β1. The patients were divided into two groups; those who had presented peritoneal recurrence and those who only had risk factors for this kind of relapse. Every stained sample was assessed by the rate of stained cells and immunostaining intensity. A possible association between immunohistochemical findings and peritoneal relapse was evaluated. Statistical analysis of the biomarkers with higher prognostic value allowed a risk mathematical formula to be developed based on coefficients, providing a specific value to each biomarker and patient. RESULTS c-Met expression in the primary tumour showed a high statistical trend (p: .074) while IGF-1 (p: .022) and plexin β1 (p: .021) revealed a significative association with peritoneal relapse. However, the multivariate analysis selected c-Met y plexin β1 as useful factors for a predictive mathematical model on peritoneal recurrence with a 75.8% sensitivity and 80.5% specificity in patients with a staining more than 50% for both biomarkers. CONCLUSION c-Met and plexin B1 overexpression is related to an increased risk of peritoneal relapse in cases of colon cancer where a radical resection is feasible. The encouraging outcomes of the proposed mathematical model may prove useful clinically in the identification of candidates for carcinoprophylaxis.
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Affiliation(s)
| | - Javier Freire Salinas
- Servicio de Anatomía Patológica, Hospital Universitario Marqués de Valdecilla, Santander, Cantabria, España
| | - Pilar García-Berbel Molina
- Servicio de Anatomía Patológica, Hospital Universitario Marqués de Valdecilla, Santander, Cantabria, España
| | | | | | - José Javier Gómez Román
- Servicio de Anatomía Patológica, Hospital Universitario Marqués de Valdecilla, Santander, Cantabria, España
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Huang X, Cai W, Liu L, Yuan W. Low mutation burden and differential tumor-infiltrating immune cells correlate with lymph node metastasis in colorectal cancer. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2020; 13:2259-2269. [PMID: 33042330 PMCID: PMC7539863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 07/20/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Tumor immunotherapy has become an important means of cancer treatment. A response depends on the interaction of tumor cells with immune regulators in the tumor microenvironment, which plays an important role in inhibiting or enhancing the immune response. However, lymph node (LN) metastasis leads to major changes in the tumor microenvironment of patients with colorectal cancer, directly affecting prognosis. METHODS Using data downloaded from the Cancer Genome Atlas (TCGA) database, we studied the microenvironmental differences between LN-negative and positive populations by bioinformatic methods. RESULTS Patients in the LN-positive group had significantly lower immune scores, cytolytic activity scores, and overall survival than the LN-negative group. In addition, a high mutation burden and a new antigen burden could inhibit lymph node metastasis of CRC. In particular, in the LN positive group, the ratio of monocytes to M1 macrophages was significantly downregulated. After the differentially expressed mRNAs between the LN positive and negative groups were determined, a new CRC model was constructed based on multivariate Cox proportional hazard regression analysis to examine the prognosis of patients. The analyses showed that the model was stable and robust. CONCLUSIONS We used multiple scores and details of immune cell infiltration as indicators to assess changes in the tumor microenvironment of CRC patients before and after lymph node metastasis, and quantify and model the immune cells in the microenvironment to predict the overall survival of CRC patients.
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Affiliation(s)
- Xiao Huang
- College of Mathematics and Computer Science, Chizhou UniversityChina
| | - Wei Cai
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of EducationShanghai, China
- International Research Center for Marine Biosciences at Shanghai Ocean University, Ministry of Science and TechnologyShanghai, China
| | - Li Liu
- College of Mathematics and Information Engineering, Jiaxing UniversityChina
| | - Wenliang Yuan
- College of Mathematics and Information Engineering, Jiaxing UniversityChina
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6
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Wang C, Xi W, Ji J, Cai Q, Zhao Q, Jiang J, Zhou C, Shi M, Zhang H, Zhu Z, Zhang J. The prognostic value of HGF-c-MET signaling pathway in Gastric Cancer: a study based on TCGA and GEO databases. Int J Med Sci 2020; 17:1946-1955. [PMID: 32788873 PMCID: PMC7415389 DOI: 10.7150/ijms.44952] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 07/09/2020] [Indexed: 12/25/2022] Open
Abstract
Gastric cancer is a heterogeneous tumor that underlying molecular mechanisms are largely unclear. This study aimed to elucidate the expression level of HGF-c-MET in gastric cancer patients and to investigate the prognostic and diagnostic value of HGF-c-MET. In silico analysis of the TCGA and GEO database found that HGF and c-MET mRNA expression are significantly higher in gastric cancer tissues than those in peritumor tissues. Both higher mRNA expression of HGF and c-MET were associated with a poorer prognosis. c-MET expression was modulated by methylation in the promoter regions. HGF was positively correlated with CD8+ T cell, CD4+ T cell, macrophage, neutrophil and dendritic cell. Furthermore, functional enrichment analysis and protein-protein interaction networks further shown that HGF-c-MET and related proteins mainly participated in growth factor receptor binding, protein tyrosine kinase activity and signaling receptor binding. Finally, outcome of GSEA analysis showed 13 shared KEGG pathways enriched in high expressed group of HGF and c-MET.
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Affiliation(s)
- Chao Wang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Wenqi Xi
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Jun Ji
- Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Qu Cai
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Qianfu Zhao
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Jinling Jiang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Chenfei Zhou
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Min Shi
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Huan Zhang
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Zhenggang Zhu
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
- Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
| | - Jun Zhang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin er Road, Shanghai, 200025, China
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Recondo G, Che J, Jänne PA, Awad MM. Targeting MET Dysregulation in Cancer. Cancer Discov 2020; 10:922-934. [PMID: 32532746 PMCID: PMC7781009 DOI: 10.1158/2159-8290.cd-19-1446] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 03/31/2020] [Accepted: 04/16/2020] [Indexed: 11/16/2022]
Abstract
Aberrant MET signaling can drive tumorigenesis in several cancer types through a variety of molecular mechanisms including MET gene amplification, mutation, rearrangement, and overexpression. Improvements in biomarker discovery and testing have more recently enabled the selection of patients with MET-dependent cancers for treatment with potent, specific, and novel MET-targeting therapies. We review the known oncologic processes that activate MET, discuss therapeutic strategies for MET-dependent malignancies, and highlight emerging challenges in acquired drug resistance in these cancers. SIGNIFICANCE: Increasing evidence supports the use of MET-targeting therapies in biomarker-selected cancers that harbor molecular alterations in MET. Diverse mechanisms of resistance to MET inhibitors will require the development of novel strategies to delay and overcome drug resistance.
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Affiliation(s)
- Gonzalo Recondo
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Jianwei Che
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Pasi A Jänne
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
- Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mark M Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
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8
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MET targeting: time for a rematch. Oncogene 2020; 39:2845-2862. [PMID: 32034310 DOI: 10.1038/s41388-020-1193-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 01/16/2020] [Accepted: 01/24/2020] [Indexed: 12/21/2022]
Abstract
MET, the receptor tyrosine kinase (RTK) for hepatocyte growth factor, is a proto-oncogene involved in embryonic development and throughout life in homeostasis and tissue regeneration. Deregulation of MET signaling has been reported in numerous malignancies, prompting great interest in MET targeting for cancer therapy. The present review offers a summary of the biology of MET and its known functions in normal physiology and carcinogenesis, followed by an overview of the most relevant MET-targeting strategies and corresponding clinical trials, highlighting both past setbacks and promising future prospects. By placing their efforts on a more precise stratification strategy through the genetic analysis of tumors, modern trials such as the NCI-MATCH trial could revive the past enthusiasm for MET-targeted therapy.
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9
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Yao J, Li X, Yan L, He S, Zheng J, Wang X, Zhou P, Zhang L, Wei G, Sun X. Role of HGF/c-Met in the treatment of colorectal cancer with liver metastasis. J Biochem Mol Toxicol 2019; 33:e22316. [PMID: 30897285 PMCID: PMC6617765 DOI: 10.1002/jbt.22316] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 01/27/2019] [Accepted: 02/12/2019] [Indexed: 12/12/2022]
Abstract
The system of hepatocyte growth factor (HGF) and its receptor c-Met plays a critical role in tumor invasive growth and metastasis. The mortality rate of colorectal cancer (CRC), one of the most commonly diagnosed malignancies, is increased by it gradual development into metastasis, most frequently in the liver. Overexpression of c-Met, the protein tyrosine kinase receptor for the HCF/scatter factor, has been implicated in the progression and metastasis of human colorectal carcinoma. In this study, we aimed to investigate the role of c-Met in CRC liver metastasis and illustrate the clinical impact of regulating HGF/c-Met signaling in patients with CRC liver metastasis. We found that (I) higher levels of c-Met expression (mRNA and Protein) in CRC liver metastasis than primary CRC by assessing the patient tissue samples; (II) a positive correlation of c-Met expression with tumor stages of CRC liver metastasis, as well as c-Met expression in CRC, live metastasis concurred with regional lymph node metastasis; (III) the clinical impact of downregulation of HGF/c-Met signaling on the reduction of proliferation and invasion in CRC liver metastasis. Therefore, we demonstrate that the regulation of HGF/c-Met pathways may be a promising strategy in the treatment of patients with CRC liver metastasis.
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Affiliation(s)
- Jian‐feng Yao
- Department of General SurgeryShaanxi Provincial People's HospitalXi'anShaanxiChina
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Xiao‐jun Li
- Department of General SurgeryShaanxi Provincial People's HospitalXi'anShaanxiChina
| | - Li‐kun Yan
- Department of General SurgeryShaanxi Provincial People's HospitalXi'anShaanxiChina
| | - Sai He
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Jian‐bao Zheng
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Xiao‐rong Wang
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Pei‐hua Zhou
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Li Zhang
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Guang‐bing Wei
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Xue‐jun Sun
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
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10
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García-Aranda M, Redondo M. Targeting Receptor Kinases in Colorectal Cancer. Cancers (Basel) 2019; 11:cancers11040433. [PMID: 30934752 PMCID: PMC6521260 DOI: 10.3390/cancers11040433] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 03/19/2019] [Accepted: 03/25/2019] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer is the third most common malignancy in men and the second most common cancer in women. Despite the success of screening programs and the development of adjuvant therapies, the global burden of colorectal cancer is expected to increase by 60% to more than 2.2 million new cases and 1.1 million deaths by 2030. In recent years, a great effort has been made to demonstrate the utility of protein kinase inhibitors for cancer treatment. Considering this heterogeneous disease is defined by mutations that activate different Receptor Tyrosine Kinases (RTKs) and affect downstream components of RTK-activated transduction pathways, in this review we analyze the potential utility of different kinase inhibitors for colorectal cancer treatment.
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Affiliation(s)
- Marilina García-Aranda
- Research Unit, Hospital Costa del Sol. Autovía A7, km 187. 29603 Marbella, Málaga, Spain.
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), 28029 Madrid, Spain.
- Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Málaga, Spain.
| | - Maximino Redondo
- Research Unit, Hospital Costa del Sol. Autovía A7, km 187. 29603 Marbella, Málaga, Spain.
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), 28029 Madrid, Spain.
- Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Málaga, Spain.
- Facultad de Medicina, Campus Universitario de Teatinos, Universidad de Málaga, 29010 Málaga, Spain.
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Bleau AM, Redrado M, Nistal-Villan E, Villalba M, Exposito F, Redin E, de Aberasturi AL, Larzabal L, Freire J, Gomez-Roman J, Calvo A. miR-146a targets c-met and abolishes colorectal cancer liver metastasis. Cancer Lett 2018; 414:257-267. [DOI: 10.1016/j.canlet.2017.11.008] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Revised: 11/08/2017] [Accepted: 11/08/2017] [Indexed: 02/07/2023]
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12
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Li H, Chen YX, Wen JG, Zhou HH. Metastasis-associated in colon cancer 1: A promising biomarker for the metastasis and prognosis of colorectal cancer. Oncol Lett 2017; 14:3899-3908. [PMID: 28943898 PMCID: PMC5605967 DOI: 10.3892/ol.2017.6670] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Accepted: 01/10/2017] [Indexed: 12/26/2022] Open
Abstract
Colorectal cancer (CRC) is the fourth most frequent type of malignancy in the world. Metastasis accounts for >90% mortalities in patients with CRC. The metastasis-associated in colon cancer 1 (MACC1) gene has been identified as a novel biomarker for the prediction of metastasis and disease prognosis, particularly for patients with early-stage disease. Previous clinical studies demonstrated that MACC1 expression and polymorphisms in CRC tissues were indicators of metastasis, and that circulating transcripts in plasma were also significantly associated with the survival of patients. The present review describes the use of MACC1 beyond its utility in the clinic. By elucidating the upstream and downstream signal pathways of MACC1, the well-known mechanisms of MACC1-mediated cell proliferation, invasion, migration and epithelial-mesenchymal transition (EMT) are summarized, as well as the potential signaling pathways. Furthermore, the underlying mechanisms by which the overexpression of MACC1 causes cisplatin resistance are emphasized.
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Affiliation(s)
- He Li
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China.,Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, Hunan 410078, P.R. China
| | - Yi-Xin Chen
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China.,Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, Hunan 410078, P.R. China
| | - Jia-Gen Wen
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China.,Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, Hunan 410078, P.R. China
| | - Hong-Hao Zhou
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China.,Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, Hunan 410078, P.R. China.,Hunan Province Cooperation Innovation Center for Molecular Target New Drug Study, Hengyang, Hunan 421001, P.R. China
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13
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Targeting c-MET in gastrointestinal tumours: rationale, opportunities and challenges. Nat Rev Clin Oncol 2017; 14:562-576. [PMID: 28374784 DOI: 10.1038/nrclinonc.2017.40] [Citation(s) in RCA: 116] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Data from many preclinical studies, including those using cellular models of colorectal, gastric, gastro-oesophageal and gastro-oesophageal junction cancers, indicate that the hepatocyte growth factor (HGF)-hepatocyte growth factor receptor (c-MET) pathway is vital for the growth, survival and invasive potential of gastrointestinal cancers. Following the availability of data from these various studies, and data on c-MET expression as a biomarker that indicates a poor prognosis in patients with gastrointestinal cancer and increased c-MET expression, inhibitors targeting this pathway have entered the clinic in the past decade. However, the design of clinical trials that incorporate the use of HGF/c-MET inhibitors in their most appropriate genetic and molecular context remains crucial. Recognizing and responding to this challenge, the European Commission funded Framework 7 MErCuRIC programme is running a biomarker-enriched clinical trial investigating the efficacy of combined c-MET/MEK inhibition in patients with RAS-mutant or RAS-wild-type metastatic colorectal cancer with aberrant c-MET expression. The design of this trial enables the continued refinement of the predictive biomarker and co-development of companion diagnostics. In this Review, we focus on advances in our understanding of inhibition of the HGF/c-MET pathway in patients with gastro-intestinal cancers, the prominent challenges facing the clinical translation and implementation of agents targeting HGF/c-MET, and discuss the various efforts, and associated obstacles to the discovery and validation of biomarkers that will enable patient stratification in this context.
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Dienstmann R, Vermeulen L, Guinney J, Kopetz S, Tejpar S, Tabernero J. Consensus molecular subtypes and the evolution of precision medicine in colorectal cancer. Nat Rev Cancer 2017; 17:79-92. [PMID: 28050011 DOI: 10.1038/nrc.2016.126] [Citation(s) in RCA: 531] [Impact Index Per Article: 75.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Critical driver genomic events in colorectal cancer have been shown to affect the response to targeted agents that were initially developed under the 'one gene, one drug' paradigm of precision medicine. Our current knowledge of the complexity of the cancer genome, clonal evolution patterns under treatment pressure and pharmacodynamic effects of target inhibition support the transition from a one gene, one drug approach to a 'multi-gene, multi-drug' model when making therapeutic decisions. Better characterization of the transcriptomic subtypes of colorectal cancer, encompassing tumour, stromal and immune components, has revealed convergent pathway dependencies that mandate a 'multi-molecular' perspective for the development of therapies to treat this disease.
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Affiliation(s)
- Rodrigo Dienstmann
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, Barcelona 08035, Spain
- Sage Bionetworks, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, WA 98109, Seattle, USA
| | - Louis Vermeulen
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, 1012 WX Amsterdam, The Netherlands
| | - Justin Guinney
- Sage Bionetworks, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, WA 98109, Seattle, USA
| | - Scott Kopetz
- The University of Texas, M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Houston, Texas 77030, USA
| | - Sabine Tejpar
- Digestive Oncology Unit, University Hospital Gasthuisberg, Herestraat 49, 3000 Leuven, Belgium
| | - Josep Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, Barcelona 08035, Spain
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15
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Cao J, Zhang Y, Yang J, He S, Li M, Yan S, Chen Y, Qu C, Xu L. NEAT1 regulates pancreatic cancer cell growth, invasion and migration though mircroRNA-335-5p/c-met axis. Am J Cancer Res 2016; 6:2361-2374. [PMID: 27822425 PMCID: PMC5088299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Accepted: 05/12/2016] [Indexed: 06/06/2023] Open
Abstract
NEAT1 has been reported to affect cancer progression, which was subsequently confirmed in multiple cancers. Hsa-miRNA-335-5p (miR-335-5p) has recently been identified as an anticancer agent in various organs. However, the relationship between NEAT1 and miR-335-5p remains poorly understood. In this study, we investigated the effects of NEAT1 and miR-335-5p on development of pancreatic cancer. The ectopic expression of miR-335-5p in pancreatic cancer cell lines significantly suppressed cell growth by inhibiting c-met. In addition, downregulating NEAT1 upregulates miR-335-5p. Taken together, our results demonstrate that the NEAT1/miR-335-5p/c-met axis plays a pivotal role in pancreatic cancer by regulating the proliferation, metastasis, and apoptosis of pancreatic cancer cells in vivo and in vitro.
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Affiliation(s)
- Jia Cao
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Yi Zhang
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Jiachun Yang
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Sijia He
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Mingming Li
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Shiyan Yan
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Ying Chen
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Chunying Qu
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
| | - Leiming Xu
- Department of Gastroenterology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine Shanghai 200092, China
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16
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Gayyed MF, Abd El-Maqsoud NMR, El-Hameed El-Heeny AA, Mohammed MF. c-MET expression in colorectal adenomas and primary carcinomas with its corresponding metastases. J Gastrointest Oncol 2015; 6:618-27. [PMID: 26697193 DOI: 10.3978/j.issn.2078-6891.2015.072] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND c-MET plays an important role in tumor proliferation, invasion and metastasis. In this study we examined the expression of c-MET in colorectal adenomas, primary adenocarcinomas and their corresponding lymph node, peritoneal and liver metastases. We correlated our findings with clinicopathological features. METHODS Twenty three cases of colorectal adenoma and 102 cases of primary colorectal carcinoma and their corresponding metastases (44 lymph nodes, 21 peritoneal deposits and 16 liver metastases) were studied to evaluate c-MET expression by immunohistochemistry. For comparison, 12 sections of adjacent healthy colorectal mucosa were examined. RESULTS Statistically significant differences were present among normal tissues, colorectal adenomas and primary colorectal carcinomas (P=0.011). Normal tissues showed a negative or weak reaction in 66.67% and 33.33% of cases respectively. Expression of c-MET was positive in 47.8% of adenomas. A significant positive association was identified between c-MET high expression and degree of dysplasia (P=0.024). c-MET was highly expressed in 66.7% of primary colorectal carcinoma. Significant positive correlations were detected between c-MET expression and TNM stage (P=0.036), lymph node metastasis (LNM), peritoneal deposits and liver metastasis (P=0.038, P=0.094 and P=0.045, respectively). c-MET expression in metastatic tissues was significantly higher than that of the primary tumor. CONCLUSIONS c-MET expression is gradually up-regulated in the development and progression of colorectal cancer (CRC) from normal epithelium to adenoma to colorectal carcinoma to metastases.
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Affiliation(s)
- Mariana Fathy Gayyed
- 1 Department of Pathology, 2 Department of General Surgery, Faculty of Medicine, Minia University, Minia, Egypt ; 3 Department of General Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Nehad M R Abd El-Maqsoud
- 1 Department of Pathology, 2 Department of General Surgery, Faculty of Medicine, Minia University, Minia, Egypt ; 3 Department of General Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Amr Abd El-Hameed El-Heeny
- 1 Department of Pathology, 2 Department of General Surgery, Faculty of Medicine, Minia University, Minia, Egypt ; 3 Department of General Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mostafa Fuad Mohammed
- 1 Department of Pathology, 2 Department of General Surgery, Faculty of Medicine, Minia University, Minia, Egypt ; 3 Department of General Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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17
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JIANG ZHIBIN, ZHU JIALIANG, MA YUCHAO, HONG CAO, XIAO SHENG, JIN LONGYU. Tyrosylprotein sulfotransferase 1 expression is negatively correlated with c-Met and lymph node metastasis in human lung cancer. Mol Med Rep 2015; 12:5217-22. [DOI: 10.3892/mmr.2015.4096] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Accepted: 06/23/2015] [Indexed: 11/06/2022] Open
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18
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Fujimoto D, Ueda H, Shimizu R, Kato R, Otoshi T, Kawamura T, Tamai K, Shibata Y, Matsumoto T, Nagata K, Otsuka K, Nakagawa A, Otsuka K, Katakami N, Tomii K. Features and prognostic impact of distant metastasis in patients with stage IV lung adenocarcinoma harboring EGFR mutations: importance of bone metastasis. Clin Exp Metastasis 2014; 31:543-51. [PMID: 24682604 DOI: 10.1007/s10585-014-9648-3] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 02/26/2014] [Indexed: 12/16/2022]
Abstract
Mutated epidermal growth factor receptor (EGFR) and signaling pathways were associated with multiple brain and intra-pulmonary metastases, oncogenic progression and metastasis. However, features of metastasis to other organs and the independent prognostic influence of metastatic lesions were not elucidated in patients with lung cancer harboring EGFR mutations. Between January 2007 and April 2012, we treated 277 patients diagnosed with stage IV lung adenocarcinoma. Studied were 246 patients with available tumor EGFR mutation data who also underwent radiographic evaluation of lung, abdominal, brain, and bone metastases. The EGFR mutated group (N = 98) had significantly more metastatic lesions in the brain and bone than the wild-type group (N = 148): brain, 3 (1-93) versus 2 (1-32) median (range), P = 0.023; bone, 3 (1-43) versus 2 (1-27), P = 0.035, respectively. In addition, EGFR mutations were significantly more frequent in patients with multiple than non-multiple lung metastases (24/40 vs. 12/42, P = 0.004). Multivariate analysis showed that bone metastasis was a significant independent negative predictive factor of overall survival (OS) in patients with mutated [hazard ratio (HR) 2.04; 95 % confidence interval (CI) 1.17-3.64; P = 0.011] and wild-type EGFR (HR 2.09; 95 % CI 1.37-3.20; P < 0.001). In conclusion, patients with mutated EGFR had more lung, brain, and bone metastases, and bone metastasis was an independent negative predictor of OS.
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Affiliation(s)
- Daichi Fujimoto
- Department of Respiratory Medicine, Kobe City Medical Center General Hospital, 2 Minatojima-minamimachi, Chuo-ku, Kobe, 650-0047, Japan,
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Mesteri I, Schoppmann SF, Preusser M, Birner P. Overexpression of CMET is associated with signal transducer and activator of transcription 3 activation and diminished prognosis in oesophageal adenocarcinoma but not in squamous cell carcinoma. Eur J Cancer 2014; 50:1354-60. [PMID: 24565853 DOI: 10.1016/j.ejca.2014.01.022] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Revised: 01/21/2014] [Accepted: 01/27/2014] [Indexed: 12/14/2022]
Abstract
BACKGROUND Inhibition of cMet is a promising therapeutic approach in human cancer, but few data in oesophageal cancer exist. METHODS Expression of mesenchymal-epithelial transition factor (cMet), epidermal growth factor receptor (EGFR) and phosphatase and tensin homologue (PTEN) were investigated immunohistochemically in 246 oesophageal carcinomas (128 adenocarcinomas (AC); 118 squamous cell carcinomas (SCC)) and corresponding metastases in a subset of AC (n=42). Data on phosphorylated signal transducer and activator of transcription 3 (pSTAT3) and HER2 expression and on lymphovascular invasion (LVI) of tumour cells were available from previous studies. RESULTS Overexpression of cMet was seen in 44 (34.4%) of AC, and nine (7.6%) of SCC (p<0.001, Chi square test). In AC but not in SCC, cMet expression correlated with EGFR expression (p<0.001, Chi square test), pSTAT3 expression (p=0.01, Chi square tests) and LVI of tumour cells (p<0.001, Chi square test). Overexpression of cMet was associated with shorter disease free, disease specific and overall survival of AC patients (p<0.05, Cox regression, respectively). All cMet positive ACs in which metastases were investigated had also cMet positive lymph node and distant metastases, but 25% of cMet negative primary tumours showed cMet positive lymph node and 33% distant metastases. CONCLUSIONS CMet plays no relevant role in most oesophageal SCC. In contrast, cMet overexpression seems to be a key oncogene in about 35% of oesophageal AC, representing a highly promising therapeutic target and prognostic factor.
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Affiliation(s)
- Ildiko Mesteri
- Department of Pathology, Medical University of Vienna, A-1090 Vienna, Austria; Comprehensive Cancer Center Vienna Gastroesophageal Cancers Unit (CCC-GET), Medical University of Vienna, A-1090 Vienna, Austria
| | - Sebastian F Schoppmann
- Comprehensive Cancer Center Vienna Gastroesophageal Cancers Unit (CCC-GET), Medical University of Vienna, A-1090 Vienna, Austria; Department of Surgery, Medical University of Vienna, A-1090 Vienna, Austria
| | - Matthias Preusser
- Comprehensive Cancer Center Vienna Gastroesophageal Cancers Unit (CCC-GET), Medical University of Vienna, A-1090 Vienna, Austria; Department of Internal Medicine I, Division of Oncology, Medical University of Vienna, A-1090 Vienna, Austria
| | - Peter Birner
- Department of Pathology, Medical University of Vienna, A-1090 Vienna, Austria; Comprehensive Cancer Center Vienna Gastroesophageal Cancers Unit (CCC-GET), Medical University of Vienna, A-1090 Vienna, Austria.
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