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Jha RM, Rajasundaram D, Sneiderman C, Schlegel BT, O'Brien C, Xiong Z, Janesko-Feldman K, Trivedi R, Vagni V, Zusman BE, Catapano JS, Eberle A, Desai SM, Jadhav AP, Mihaljevic S, Miller M, Raikwar S, Rani A, Rulney J, Shahjouie S, Raphael I, Kumar A, Phuah CL, Winkler EA, Simon DW, Kochanek PM, Kohanbash G. A single-cell atlas deconstructs heterogeneity across multiple models in murine traumatic brain injury and identifies novel cell-specific targets. Neuron 2024:S0896-6273(24)00456-2. [PMID: 39019041 DOI: 10.1016/j.neuron.2024.06.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 05/07/2024] [Accepted: 06/20/2024] [Indexed: 07/19/2024]
Abstract
Traumatic brain injury (TBI) heterogeneity remains a critical barrier to translating therapies. Identifying final common pathways/molecular signatures that integrate this heterogeneity informs biomarker and therapeutic-target development. We present the first large-scale murine single-cell atlas of the transcriptomic response to TBI (334,376 cells) across clinically relevant models, sex, brain region, and time as a foundational step in molecularly deconstructing TBI heterogeneity. Results were unique to cell populations, injury models, sex, brain regions, and time, highlighting the importance of cell-level resolution. We identify cell-specific targets and previously unrecognized roles for microglial and ependymal subtypes. Ependymal-4 was a hub of neuroinflammatory signaling. A distinct microglial lineage shared features with disease-associated microglia at 24 h, with persistent gene-expression changes in microglia-4 even 6 months after contusional TBI, contrasting all other cell types that mostly returned to naive levels. Regional and sexual dimorphism were noted. CEREBRI, our searchable atlas (https://shiny.crc.pitt.edu/cerebri/), identifies previously unrecognized cell subtypes/molecular targets and is a leverageable platform for future efforts in TBI and other diseases with overlapping pathophysiology.
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Affiliation(s)
- Ruchira M Jha
- Department of Neurology, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Safar Center for Resuscitation-Research, University of Pittsburgh, Pittsburgh, PA 15224, USA; Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
| | - Dhivyaa Rajasundaram
- Department of Pediatrics, Division of Health Informatics, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Chaim Sneiderman
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Brent T Schlegel
- Department of Pediatrics, Division of Health Informatics, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Casey O'Brien
- Department of Pediatrics, Division of Health Informatics, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Zujian Xiong
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Keri Janesko-Feldman
- Safar Center for Resuscitation-Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Ria Trivedi
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Vincent Vagni
- Safar Center for Resuscitation-Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Benjamin E Zusman
- Department of Neurology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Joshua S Catapano
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Adam Eberle
- Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | | | - Ashutosh P Jadhav
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Sandra Mihaljevic
- Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Margaux Miller
- Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Sudhanshu Raikwar
- Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Anupama Rani
- Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Jarrod Rulney
- University of Arizona School of Medicine, Tucson, AZ 85724, USA
| | - Shima Shahjouie
- Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Neurology, Pennsylvania State University, Hershey, PA 17033, USA
| | - Itay Raphael
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Aditya Kumar
- Department of Neurology, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Chia-Ling Phuah
- Department of Neurology, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Translational Neuroscience, Barrow Neurological Institute, Phoenix, AZ 85013, USA; Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Ethan A Winkler
- Neurosurgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Dennis W Simon
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Patrick M Kochanek
- Safar Center for Resuscitation-Research, University of Pittsburgh, Pittsburgh, PA 15224, USA; Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Gary Kohanbash
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
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Shu W, Wang Y, Deji Z, Li C, Chen C, Ding W, Du P, Wang X. Infliximab modifies CD74-mediated lymphatic abnormalities and adipose tissue alterations in creeping fat of Crohn's disease. Inflamm Res 2024; 73:1157-1172. [PMID: 38713235 DOI: 10.1007/s00011-024-01889-2] [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: 01/31/2024] [Revised: 03/31/2024] [Accepted: 04/29/2024] [Indexed: 05/08/2024] Open
Abstract
BACKGROUND Lymphatic abnormalities are essential for pathophysiologic changes of creeping fat (CrF) in Crohn's disease (CD). Anti-tumor necrosis factor (TNF) therapy has been proved to alleviate CrF lesions, however, whether it achieves these by remodeling lymphatics is unknown. METHODS CD74 expression was detected in CrF and uninvolved mesentery of CD patients. Lymphatic functions in vitro were evaluated and lymphatic endothelium barrier were checked by transendothelial electrical resistance (TEER) and FITC-Dextran permeability. Protein level of tight junction and signaling pathways were detected by western blotting. RESULTS CD74 was upregulated in LECs of CrF and positively correlated with TNF-α synthesis. This was suppressed by IFX administration. In vitro, TNF-α stimulated LECs to express CD74 through NF-κB signaling pathway, and this was rescued by IFX. CD74 downregulation suppressed the abilities of LECs in proliferation, migration and tube formation. Interaction of CD74-MIF impaired LECs' barrier via reducing tight junction proteins in an ERK1/2-dependent manner, which was reversed by CD74 downregulation. Consistently, the CD patients receiving IFX therapy displayed decreased lymphangiogenesis and improved mesenteric lymphatic endothelium barrier, companied with reduced adipocyte size and adipokine levels in CrF. CONCLUSIONS Anti-TNF therapy could modify pathological changes in CrF by alleviating CD74-mediated lymphatic abnormalities.
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Affiliation(s)
- Weigang Shu
- Department of Gastroenterology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China
| | - Yongheng Wang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China
| | - Zhuoma Deji
- Department of Gastroenterology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China
| | - Chuanding Li
- Department of Gastroenterology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China
| | - Chunqiu Chen
- Center for Difficult and Complicated Abdominal Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China
| | - Wenjun Ding
- Department of Colorectal Surgery, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Peng Du
- Department of Colorectal Surgery, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200092, China
| | - Xiaolei Wang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China.
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Chen W, Yu X, Li H, Yuan S, Fu Y, Hu H, Liu F, Zhang Y, Zhong S. Single-cell RNA-seq reveals MIF-(CD74 + CXCR4) dependent inhibition of macrophages in metastatic papillary thyroid carcinoma. Oral Oncol 2024; 148:106654. [PMID: 38061122 DOI: 10.1016/j.oraloncology.2023.106654] [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: 09/01/2023] [Revised: 11/20/2023] [Accepted: 11/29/2023] [Indexed: 12/25/2023]
Abstract
BACKGROUND The mechanism promoting papillary thyroid carcinoma (PTC) metastasis remains unclear. We aimed to investigate the potential metastatic mechanisms at a single-cell resolution. METHODS We performed single-cell RNA-seq (scRNA-seq) profiling of thyroid tumour (TT), adjacent normal thyroid (NT) and lymph node metastasized tumour (LN) from a young female with PTC. Validation of our results was conducted in 31 tumours with metastasis and 30 without metastasis. RESULTS ScRNA-seq analysis generated data on 38,215 genes and 0.14 billion transcripts from 28,839 cells, classified into 18 clusters, each annotated to represent 10 cell types. PTC cells were found to originate from epithelial cells. Epithelial cells and macrophages emerged as the strongest signal emitters and receivers, respectively. After reclustering epithelial cells and macrophages, our analysis, incorporating gene set variation analysis (GSVA), SCENIC analysis, and pseudotime trajectory analysis, indicated that subcluster 0 of epithelial cells (EP_0) showed a more malignant phenotype, and subclusters 3 and 4 of macrophages (M_3 and M_4) demonstrated heightened activity. Further analysis suggested that EP_0 may suppress the activity of M_3 and M_4 via MIF - (CD74 + CXCR4) in the MIF pathway. After analysing the expression of the 4 genes in the MIF pathway in both the TCGA cohort and our cohort (n = 61), CD74 was identified as significantly overexpressed in PTC tumours particularly those with lymph node metastasis. CONCLUSION Our study revealed that PTC may facilitate lymph node metastasis by inhibiting macrophages via MIF signalling. It is suggested that malignant PTC cells may suppress the immune activity of macrophages by consistently releasing signals to them via MIF-(CD74 + CXCR4).
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Affiliation(s)
- Wei Chen
- Department of Head & Neck Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing 210009, China.
| | - Xinnian Yu
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing 210009, China.
| | - Huixin Li
- Department of Gynaecology, The Affiliated Obstetrics and Gynaecology Hospital of Nanjing Medical University & Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, China.
| | - Shenglong Yuan
- Department of Gynaecology, The Affiliated Obstetrics and Gynaecology Hospital of Nanjing Medical University & Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, China.
| | - Yuqi Fu
- Department of Medical Oncology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing 210009, China.
| | - Huanhuan Hu
- Department of Gynaecology, The Affiliated Obstetrics and Gynaecology Hospital of Nanjing Medical University & Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, China.
| | - Fangzhou Liu
- Department of Head & Neck Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing 210009, China.
| | - Yuan Zhang
- Department of Head & Neck Surgery, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing 210009, China.
| | - Shanliang Zhong
- Center of Clinical Laboratory Science, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing 210009, China.
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Liang Y, Li C, Liu Y, Tian L, Yang D. Prognostic role of CD74, CD10 and Ki-67 immunohistochemical expression in patients with diffuse malignant peritoneal mesothelioma: a retrospective study. BMC Cancer 2023; 23:406. [PMID: 37147569 PMCID: PMC10161649 DOI: 10.1186/s12885-023-10871-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 04/20/2023] [Indexed: 05/07/2023] Open
Abstract
BACKGROUND Diagnosis and treatment of diffuse malignant peritoneal mesothelioma (DMPM) are still challenging. The aim of the present study was to explore the correlation between CD74, CD10, Ki-67 and clinicopathological parameters, and identify independent prognostic factors of DMPM. METHODS Seventy patients with pathologically proven DMPM were retrospectively reviewed. The expression of CD74, CD10 and Ki-67 in peritoneal tissues was detected by immunohistochemical analysis using standard avidin biotin complex (ABC) immunostaining technique. Kaplan-Meier survival analysis and multivariate Cox regression analyses were performed to assess prognostic factors. The nomogram based on the Cox hazards regression model was established. C-index and calibration curve were performed to evaluate the accuracy of nomogram models. RESULTS The median age of DMPM was 62.34 years, and the male-to-female ratio was 1: 1.80. CD74 expression was identified in 52 (74.29%) of 70 specimens, CD10 in 34 (48.57%) specimens, and higher Ki-67 in 33(47.14%) specimens. CD74 was negatively associated with asbestos exposure(r = -0.278), Ki-67(r = -0.251) and TNM stage(r = -0.313). All patients were effectively followed up in the survival analysis. Univariate analysis revealed that PCI, TNM stage, treatment, Ki-67, CD74 and ECOG PS were associated with DMPM prognosis. CD74 (HR = 0.65, 95%Cl:0.46-0.91, P = 0.014), Ki-67(HR = 2.09, 95%Cl:1.18-3.73, P = 0.012),TNM stage (HR = 1.89, 95%Cl:1.16-3.09, P = 0.011), ECOG PS(HR = 2.12, 95%Cl:1.06-4.25, P = 0.034), systemic chemotherapy (HR = 0.41, 95%Cl:0.21-0.82, P = 0.011) and intraperitoneal chemotherapy (HR = 0.34, 95%Cl:0.16-0.71, P = 0.004) were independent predictors by multivariate Cox analysis. The C‑index of the nomogram for predicting overall survival (OS) was 0.81. The OS calibration curve showed good agreement between nomogram-predicted and observed survival. CONCLUSIONS CD74, Ki-67, TNM stage, ECOG PS and treatment were independent factors affecting prognosis of DMPM. Reasonable chemotherapy treatment might improve the prognosis of patients. The proposed nomogram was a visual tool to effectively predict the OS of DMPM patients.
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Affiliation(s)
- Yufei Liang
- Department of Gastroenterology, Cangzhou Central Hospital, Xinhua West Road No.16, Cangzhou, Hebei, 061001, China
| | - Chunying Li
- Department of Gastroenterology, Cangzhou Central Hospital, Xinhua West Road No.16, Cangzhou, Hebei, 061001, China.
| | - Yingying Liu
- Department of Gastroenterology, Cangzhou Central Hospital, Xinhua West Road No.16, Cangzhou, Hebei, 061001, China
| | - Liang Tian
- Department of Pathology, Cangzhou Central Hospital, Xinhua West Road No.16, Cangzhou, Hebei, 061001, China
| | - Dongliang Yang
- Cangzhou Medical College, Jiuhe West Road No.39, Cangzhou, Hebei, 061001, China
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Zhao J, Xu M, Sun R, Zhao J, Zhao Q, Wang Y, Tian G, Jiang T. Single-cell analysis reveals nanosecond pulsed electric field ablation induced myeloid cells remodeling in pancreatic cancer. Bioelectrochemistry 2022; 148:108266. [PMID: 36179391 DOI: 10.1016/j.bioelechem.2022.108266] [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: 07/22/2022] [Revised: 09/10/2022] [Accepted: 09/10/2022] [Indexed: 11/24/2022]
Abstract
Nanosecond pulsed electric field (nsPEF) treatment has emerged as a promising and effective approach for pancreatic cancer. Tumor-infiltrating myeloid cells are crucial tumor regulators and potential immunotherapy targets. Understanding the effect of nsPEF on the myeloid cells in tumors is necessary for grasping the anti-tumor impact of nsPEF therapy. This study describes the phenotype and function of myeloid cells in Panc02 pancreatic cancer mouse models on day three after nsPEF using single-cell RNA sequencing (scRNA-Seq). Defining comparable myeloid cells in Panc02 tumors enabled characterization of their response to nsPEF treatment. Treatment with nsPEF increased infiltration by monocytes/macrophages, which participated in forming a immunosuppressive tumor microenvironment. NsPEF also promoted the recruitment of dendritic cells to tumors. Our comprehensive investigation of crucial myeloid subsets and significant cellular interactions regulating tumor immunity indicated that the nsPEF induced a compartmental remodeling of tumor-infiltrating myeloid cells in pancreatic cancer. These results provide information for interpreting the complex immune changes after nsPEF treatment in pancreatic cancer and may guide future therapeutic interventions.
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Affiliation(s)
- Jing Zhao
- Department of Ultrasound, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China; Key Laboratory of Pulsed Power Translational Medicine of Zhejiang Province, Hangzhou, Zhejiang 310003, China
| | - Min Xu
- Department of Ultrasound, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China; Key Laboratory of Pulsed Power Translational Medicine of Zhejiang Province, Hangzhou, Zhejiang 310003, China
| | - Ruiqi Sun
- Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Jun Zhao
- Department of Anatomy, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, Hubei Province 430030, China
| | - Qiyu Zhao
- Department of Ultrasound, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China; Key Laboratory of Pulsed Power Translational Medicine of Zhejiang Province, Hangzhou, Zhejiang 310003, China
| | - Yujue Wang
- Department of Ultrasound, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China; Key Laboratory of Pulsed Power Translational Medicine of Zhejiang Province, Hangzhou, Zhejiang 310003, China
| | - Guo Tian
- Department of Ultrasound, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China
| | - Tianan Jiang
- Department of Ultrasound, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China; Key Laboratory of Pulsed Power Translational Medicine of Zhejiang Province, Hangzhou, Zhejiang 310003, China.
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Xu S, Li X, Tang L, Liu Z, Yang K, Cheng Q. CD74 Correlated With Malignancies and Immune Microenvironment in Gliomas. Front Mol Biosci 2021; 8:706949. [PMID: 34540893 PMCID: PMC8440887 DOI: 10.3389/fmolb.2021.706949] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 08/19/2021] [Indexed: 12/29/2022] Open
Abstract
Background: Cluster of differentiation 74 (CD74) is found to be highly involved in the development of various types of cancers and could affect the activities of infiltrated cells in the tumor microenvironment. However, these studies only focus on a few types of immune cells. Our study aims to comprehensively explore the role of CD74 in glioma prognosis and immune microenvironment. Methods: A total of 40 glioma specimens were collected in this study. We extracted data from The Cancer Genome Atlas (TCGA), Chinese Glioma Genome Atlas (CGGA), and Gene-Expression Omnibus (GEO) databases to explore the expression pattern of CD74 in gliomas. gene sets enrichment analysis and gene set variation analysis analyses were conducted to characterize the immune features of CD74. ESTIMATE, ssGSEA, Tumor IMmune Estimation Resource, and CIBERSORT algorithms were applied to assess the immune infiltration. Kaplan-Meier analysis was used for survival analysis. Receiver operating characteristic analysis was used to evaluate the predictive accuracy of CD74 in glioma diagnosis and prognosis. Results: A total of 2,399 glioma patients were included in our study. CD74 was highly expressed in glioma tissue compared to normal brain tissue and its expression was significantly higher in the high-grade glioma compared to the lower grade glioma at transcriptional and translational levels. Besides, CD74 was positively associated with immune checkpoints and inflammatory cytokines as well as immune processes including cytokine secretion and leukocyte activation. The high expression of CD74 indicated a high infiltration of immune cells such as macrophages, dendritic cells, and neutrophils. Moreover, patients with high expression of CD74 had poor prognoses. CD74 had moderate predictive accuracy in the diagnosis of glioblastoma and prediction of survival. Conclusions: In conclusion, our study revealed that the high expression of CD74 was associated with poor prognosis and high immune infiltration. CD74 could be used as a potential target for glioma treatment and as a biomarker to predict the prognosis of glioma patients.
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Affiliation(s)
- Shengchao Xu
- Department of Neurosurgery, Xiangya Hospital of Central South University, Changsha, China
| | - Xizhe Li
- Department of Thoracic Surgery, Xiangya Hospital of Central South University, Changsha, China
| | - Lu Tang
- Department of Thoracic Surgery, Xiangya Hospital of Central South University, Changsha, China
| | - Zhixiong Liu
- Department of Neurosurgery, Xiangya Hospital of Central South University, Changsha, China
| | - Kui Yang
- Department of Neurosurgery, Xiangya Hospital of Central South University, Changsha, China
| | - Quan Cheng
- Department of Neurosurgery, Xiangya Hospital of Central South University, Changsha, China.,Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, China
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Li J, Kang R, Tang D. Cellular and molecular mechanisms of perineural invasion of pancreatic ductal adenocarcinoma. Cancer Commun (Lond) 2021; 41:642-660. [PMID: 34264020 PMCID: PMC8360640 DOI: 10.1002/cac2.12188] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 05/11/2021] [Accepted: 06/18/2021] [Indexed: 12/13/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignant disease with a unique tumor microenvironment surrounded by an interlaced network of cancer and noncancerous cells. Recent works have revealed that the dynamic interaction between cancer cells and neuronal cells leads to perineural invasion (PNI), a clinical pathological feature of PDAC. The formation and function of PNI are dually regulated by molecular (e.g., involving neurotrophins, cytokines, chemokines, and neurotransmitters), metabolic (e.g., serine metabolism), and cellular mechanisms (e.g., involving Schwann cells, stromal cells, T cells, and macrophages). Such integrated mechanisms of PNI not only support tumor development, growth, invasion, and metastasis but also mediate the formation of pain, all of which are closely related to poor disease prognosis in PDAC. This review details the modulation, signaling pathways, detection, and clinical relevance of PNI and highlights the opportunities for further exploration that may benefit PDAC patients.
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Affiliation(s)
- Jingbo Li
- Department of Surgery, UT Southwestern Medical Center, Dallas, Texas, 75390, USA
| | - Rui Kang
- Department of Surgery, UT Southwestern Medical Center, Dallas, Texas, 75390, USA
| | - Daolin Tang
- Department of Surgery, UT Southwestern Medical Center, Dallas, Texas, 75390, USA
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8
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Xiao N, Li K, Zhu X, Xu B, Liu X, Lei M, Sun HC. CD74 + macrophages are associated with favorable prognosis and immune contexture in hepatocellular carcinoma. Cancer Immunol Immunother 2021; 71:57-69. [PMID: 34009409 DOI: 10.1007/s00262-021-02962-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 05/06/2021] [Indexed: 10/21/2022]
Abstract
CD74 was initially thought to participate mainly in antigen presentation as an MHC class II chaperone. Recent studies have shown that CD74 plays an important role within the cell and throughout the immune system in a wide spectrum of neoplasms. However, the role of CD74 in hepatocellular carcinoma (HCC) remains elusive. In this study, HCC tissues from Zhongshan Hospital and data from The Cancer Genome Atlas (TCGA) were obtained and analyzed. Immunohistochemistry, flow cytometry, and single-cell RNA sequencing (scRNA-seq) were performed to detect the characteristics of CD74+ cells and explore their impact on the tumor microenvironment (TME) of HCC. Our data revealed that stromal CD74+ cell enrichment was associated with favorable prognosis in patients with HCC. CD74 was abundant in a large portion of HCC specimens and prominently distributed on stromal macrophages. scRNA-seq data also indicated that the pathways related to immune response were significantly upregulated in CD74+ macrophages. High infiltration of CD74+ macrophages was associated with increased infiltration of CD8+ cytotoxic T lymphocytes (CTLs) with enhanced effector functions in HCC. Besides, blocking CD74 weakened the antitumor activity and proliferation ability of CD8+ CTLs in HCC. Our findings highlight the critical role of CD74 in HCC. New drugs and antibodies targeting CD74 may be effective strategies for HCC therapy.
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Affiliation(s)
- Nan Xiao
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, 200032, China.,Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, 200032, China
| | - Kangshuai Li
- Department of Hepatobiliary Surgery, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Xiaodong Zhu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, 200032, China.,Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, 200032, China
| | - Bin Xu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, 200032, China.,Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, 200032, China
| | - Xuefeng Liu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, 200032, China.,Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, 200032, China
| | - Ming Lei
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, 200032, China.,Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, 200032, China
| | - Hui-Chuan Sun
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai, 200032, China. .,Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education, Shanghai, 200032, China.
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9
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CD74 promotes perineural invasion of cancer cells and mediates neuroplasticity via the AKT/EGR-1/GDNF axis in pancreatic ductal adenocarcinoma. Cancer Lett 2021; 508:47-58. [PMID: 33766751 DOI: 10.1016/j.canlet.2021.03.016] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 03/10/2021] [Accepted: 03/11/2021] [Indexed: 01/06/2023]
Abstract
Perineural invasion (PNI) is a common feature of pancreatic ductal adenocarcinoma (PDAC) and is one of the important causes of local recurrence in resected pancreatic cancer, but the molecular mechanism remains largely unexplored. Here, we used immunohistochemistry staining to determine the expression of CD74. Then the in vivo PNI model, in vitro neuroplasticity assay, cell proliferation assay, wound healing and Transwell-based invasion assay were performed to examine the function of CD74 in pancreatic cancer cell lines. ChIP assay and Luciferase reporter assay were used to illustrate the mechanism underlying CD74 induced GDNF expression. We confirmed that the expression level of CD74 was an independent predictor of PNI and poor prognosis for PDAC. Moreover, we found that upregulation of CD74 on PDAC enhanced its migration and invasive capabilities and potentiated the secretion of neurotrophic factor GDNF to promote the neuroplasticity. Mechanistically, CD74 promoted GDNF production via the AKT/EGR-1/GDNF axis in PDAC. Taken together, our findings suggest a supportive role of CD74 in the PNI of PDAC, and deepen our understanding of how cancer cells promote neuroplasticity in the microenvironment of PDAC.
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Transcriptome analysis of the procession from chronic pancreatitis to pancreatic cancer and metastatic pancreatic cancer. Sci Rep 2021; 11:3409. [PMID: 33564087 PMCID: PMC7873308 DOI: 10.1038/s41598-021-83015-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Accepted: 01/28/2021] [Indexed: 02/08/2023] Open
Abstract
Exploring the underlying mechanisms of cancer development is useful for cancer treatment. In this paper, we analyzed the transcriptome profiles from the human normal pancreas, pancreatitis, pancreatic cancer and metastatic pancreatic cancer to study the intricate associations among pancreatic cancer progression. We clustered the transcriptome data, and analyzed the differential expressed genes. WGCNA was applied to construct co-expression networks and detect important modules. Importantly we selected the module in a different way. As the pancreatic disease deteriorates, the number of differentially expressed genes increases. The gene networks of T cells and interferon are upregulated in stages. In conclusion, the network-based study provides gradually activated gene networks in the disease progression of pancreatitis, pancreatic cancer, and metastatic pancreatic cancer. It may contribute to the rational design of anti-cancer drugs.
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11
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Huang H, Zou Y, Zhang H, Li X, Li Y, Deng X, Sun H, Guo Z, Ao L. A qualitative transcriptional prognostic signature for patients with stage I-II pancreatic ductal adenocarcinoma. Transl Res 2020; 219:30-44. [PMID: 32119844 DOI: 10.1016/j.trsl.2020.02.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 01/14/2020] [Accepted: 02/10/2020] [Indexed: 02/04/2023]
Abstract
Accurately prognostic evaluation of patients with stage I-II pancreatic ductal adenocarcinoma (PDAC) is of importance to treatment decision and patient management. Most previously reported prognostic signatures were based on risk scores summarized from quantitative expression measurements of signature genes, which are susceptible to experimental batch effects and impractical for clinical applications. Based on the within-sample relative expression orderings of genes, we developed a robust qualitative transcriptional prognostic signature, consisting of 64 gene pairs (64-GPS), to predict the overall survival (OS) of 161 stage I-II PDAC patients in the training dataset who were treated with surgery only. Samples were classified into the high-risk group when at least 25 of 64 gene pairs suggested it was at high risk. The signature was successfully validated in 324 samples from 6 independent datasets produced by different laboratories. All samples in the low-risk group had significantly better OS than samples in the high-risk group. Multivariate Cox regression analyses showed that the 64-GPS remained significantly associated with the OS of patients after adjusting available clinical factors. Transcriptomic analysis of the 2 prognostic subgroups showed that the differential expression signals were highly reproducible in all datasets, whereas the differences between samples grouped by the TNM staging system were weak and irreproducible. The epigenomic analysis showed that the epigenetic alternations may cause consistently transcriptional changes between the 2 different prognostic groups. The genomic analysis revealed that mutation‑induced disturbances in several key genes, such as LRMDA, MAPK10, and CREBBP, might lead to poor prognosis for PDAC patients. Conclusively, the 64-GPS can robustly predict the prognosis of patients with stage I-II PDAC, which provides theoretical basis for clinical individualized treatment.
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Affiliation(s)
- Haiyan Huang
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Yi Zou
- Department of Automation and Key Laboratory of China MOE for System Control and Information Processing, Shanghai Jiao Tong University, Shanghai, China
| | - Huarong Zhang
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Xiang Li
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Yawei Li
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Xusheng Deng
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Huaqin Sun
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Zheng Guo
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China; Key Laboratory of Medical Bioinformatics, Fujian Province, Fuzhou, China
| | - Lu Ao
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China; Key Laboratory of Medical Bioinformatics, Fujian Province, Fuzhou, China.
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12
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Zeiner PS, Zinke J, Kowalewski DJ, Bernatz S, Tichy J, Ronellenfitsch MW, Thorsen F, Berger A, Forster MT, Muller A, Steinbach JP, Beschorner R, Wischhusen J, Kvasnicka HM, Plate KH, Stefanović S, Weide B, Mittelbronn M, Harter PN. CD74 regulates complexity of tumor cell HLA class II peptidome in brain metastasis and is a positive prognostic marker for patient survival. Acta Neuropathol Commun 2018; 6:18. [PMID: 29490700 PMCID: PMC5831742 DOI: 10.1186/s40478-018-0521-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Accepted: 02/18/2018] [Indexed: 12/30/2022] Open
Abstract
Despite multidisciplinary local and systemic therapeutic approaches, the prognosis for most patients with brain metastases is still dismal. The role of adaptive and innate anti-tumor response including the Human Leukocyte Antigen (HLA) machinery of antigen presentation is still unclear. We present data on the HLA class II-chaperone molecule CD74 in brain metastases and its impact on the HLA peptidome complexity.We analyzed CD74 and HLA class II expression on tumor cells in a subset of 236 human brain metastases, primary tumors and peripheral metastases of different entities in association with clinical data including overall survival. Additionally, we assessed whole DNA methylome profiles including CD74 promoter methylation and differential methylation in 21 brain metastases. We analyzed the effects of a siRNA mediated CD74 knockdown on HLA-expression and HLA peptidome composition in a brain metastatic melanoma cell line.We observed that CD74 expression on tumor cells is a strong positive prognostic marker in brain metastasis patients and positively associated with tumor-infiltrating T-lymphocytes (TILs). Whole DNA methylome analysis suggested that CD74 tumor cell expression might be regulated epigenetically via CD74 promoter methylation. CD74high and TILhigh tumors displayed a differential DNA methylation pattern with highest enrichment scores for antigen processing and presentation. Furthermore, CD74 knockdown in vitro lead to a reduction of HLA class II peptidome complexity, while HLA class I peptidome remained unaffected.In summary, our results demonstrate that a functional HLA class II processing machinery in brain metastatic tumor cells, reflected by a high expression of CD74 and a complex tumor cell HLA peptidome, seems to be crucial for better patient prognosis.
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Affiliation(s)
- P S Zeiner
- Edinger Institute (Institute of Neurology), Goethe-University, Heinrich-Hoffmann-Str. 7, D-60528, Frankfurt am Main, Germany
- Dr. Senckenberg Institute of Neurooncology, Goethe-University, Frankfurt am Main, Germany
| | - J Zinke
- Edinger Institute (Institute of Neurology), Goethe-University, Heinrich-Hoffmann-Str. 7, D-60528, Frankfurt am Main, Germany
| | - D J Kowalewski
- Department of Immunology, Institute for Cell Biology, University of Tuebingen, Tuebingen, Germany
- Immatics Biotechnologies GmbH, Tübingen, Germany
| | - S Bernatz
- Edinger Institute (Institute of Neurology), Goethe-University, Heinrich-Hoffmann-Str. 7, D-60528, Frankfurt am Main, Germany
| | - J Tichy
- Dr. Senckenberg Institute of Neurooncology, Goethe-University, Frankfurt am Main, Germany
| | - M W Ronellenfitsch
- Dr. Senckenberg Institute of Neurooncology, Goethe-University, Frankfurt am Main, Germany
| | - F Thorsen
- Department of Biomedicine, The Kristian Gerhard Jebsen Brain Tumour Research Center and The Molecular Imaging Center, University of Bergen, Bergen, Norway
| | - A Berger
- Institute for Virology, Goethe-University, Frankfurt am Main, Germany
| | - M T Forster
- Department of Neurosurgery, Goethe-University, Frankfurt am Main, Germany
| | - A Muller
- Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - J P Steinbach
- Dr. Senckenberg Institute of Neurooncology, Goethe-University, Frankfurt am Main, Germany
- German Cancer Research Center DKFZ Heidelberg, Germany and German Cancer Consortium DKTK partner site, Frankfurt/Mainz, Germany
| | - R Beschorner
- Department of Pathology and Neuropathology, University of Tuebingen, Tuebingen, Germany
| | - J Wischhusen
- Department of Gynecology, University of Wuerzburg, Wuerzburg, Germany
| | - H M Kvasnicka
- Goethe-University, Dr. Senckenberg Institute for Pathology, Frankfurt am Main, Germany
| | - K H Plate
- Edinger Institute (Institute of Neurology), Goethe-University, Heinrich-Hoffmann-Str. 7, D-60528, Frankfurt am Main, Germany
- German Cancer Research Center DKFZ Heidelberg, Germany and German Cancer Consortium DKTK partner site, Frankfurt/Mainz, Germany
| | - S Stefanović
- Department of Immunology, Institute for Cell Biology, University of Tuebingen, Tuebingen, Germany
| | - B Weide
- Department of Dermatology, University of Tuebingen, Tuebingen, Germany
| | - M Mittelbronn
- Edinger Institute (Institute of Neurology), Goethe-University, Heinrich-Hoffmann-Str. 7, D-60528, Frankfurt am Main, Germany
- German Cancer Research Center DKFZ Heidelberg, Germany and German Cancer Consortium DKTK partner site, Frankfurt/Mainz, Germany
- Luxembourg Centre of Neuropathology (LCNP), 3555, Dudelange, Luxembourg
- Laboratoire National de Santé, Department of Pathology, 3555, Dudelange, Luxembourg
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4361, Esch-sur-Alzette, Luxembourg
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health (L.I.H.), 1526, Luxembourg, Luxembourg
| | - P N Harter
- Edinger Institute (Institute of Neurology), Goethe-University, Heinrich-Hoffmann-Str. 7, D-60528, Frankfurt am Main, Germany.
- German Cancer Research Center DKFZ Heidelberg, Germany and German Cancer Consortium DKTK partner site, Frankfurt/Mainz, Germany.
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Expression of CD74 in invasive breast carcinoma: its relation to Nottingham Prognostic Index, hormone receptors, and HER2 immunoprofile. TUMORI JOURNAL 2017; 103:193-203. [PMID: 27834468 DOI: 10.5301/tj.5000562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/02/2016] [Indexed: 02/05/2023]
Abstract
PURPOSE To study the immunohistochemical expression of CD74 in series of invasive breast carcinomas classified according to their estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) immunoprofile and explore its correlation to Nottingham Prognostic Index (NPI) and tumor pathologic stage to determine if it has a prognostic value. METHODS A total of 160 cases of mammary carcinoma were classified broadly according to their ER, PR, and HER2 expression into luminal, HER2-positive, and triple-negative groups. The NPI was calculated and pathologic stage was recorded for each individual case and cases were classified into different prognostic groups. The CD74 expression was evaluated immunohistochemically and correlated to different prognostic variables. RESULTS The CD74 immunohistochemical expression in invasive breast carcinoma was significantly higher in triple-negative tumors, higher tumor grades, presence of lymph nodal metastasis, higher tumor stages, and higher NPI scores. CONCLUSIONS The CD74 might be a useful prognostic indicator predicting poor outcome of patients with breast carcinoma. Its consistent expression in triple-negative breast carcinomas points to the need of further studies to test the possibility if it can be targeted in treatment of breast carcinoma, especially in such groups.
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14
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Overexpression of YKL-40 Predicts Poor Prognosis in Patients Undergoing Curative Resection of Pancreatic Cancer. Pancreas 2017; 46:323-334. [PMID: 28099248 DOI: 10.1097/mpa.0000000000000751] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVES The aim of this study was to determine the prognostic value of YKL-40 expression in patients undergoing curative resection of pancreatic cancer. METHODS This cohort study included 234 consecutive patients with pancreatic ductal adenocarcinoma who underwent curative resection. Surgical specimens were immunohistochemically assessed for YKL-40 expression. Kaplan-Meier method and Cox regression were used to evaluate the prognostic impact of YKL-40 expression. A multivariate logistic regression model was performed to examine the correlation between YKL-40 expression and tumor stage. RESULTS Of the 234 patients, YKL-40 overexpression was detected in 149 (63.7%) patients. Survival curves showed that patients with YKL-40 overexpression had significantly shorter survival time than those with low YKL-40 expression (P < 0.001). Cox regression analysis indicated that YKL-40 expression was an independent prognostic factor for both overall survival (hazard ratio, 3.82; 95% confidence interval [CI], 2.38-6.13) and progression-free survival (hazard ratio, 3.73; 95% CI, 2.33-5.99). Multivariate logistic regression analysis demonstrated that YKL-40 overexpression was an independent predictor for advanced tumor stage (odds ratio 4.15; 95% CI, 1.35-12.71). CONCLUSIONS YKL-40 overexpression predicts poor prognosis and advanced tumor stage in patients undergoing curative resection of pancreatic cancer. Application of adjuvant treatment targeting the YKL-40 pathway may improve prognosis.
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15
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Systematic review of peri-operative prognostic biomarkers in pancreatic ductal adenocarcinoma. HPB (Oxford) 2016; 18:652-63. [PMID: 27485059 PMCID: PMC4972371 DOI: 10.1016/j.hpb.2016.05.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Accepted: 05/09/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) continues to be associated with a poor prognosis. This systematic review aimed to summarize the literature regarding potential prognostic biomarkers to facilitate validation studies and clinical application. METHODS A systematic review was performed (2004-2014) according to PRISMA guidelines. Studies were ranked using REMARK criteria and the following outcomes were examined: overall/disease free survival, nodal involvement, tumour characteristics, metastasis, recurrence and resectability. RESULTS 256 biomarkers were identified in 158 studies. 171 biomarkers were assessed with respect to overall survival: urokinase-type plasminogen activator receptor, atypical protein kinase C and HSP27 ranked the highest. 33 biomarkers were assessed for disease free survival: CD24 and S100A4 were the highest ranking. 17 biomarkers were identified for lymph node involvement: Smad4/Dpc4 and FOXC1 ranked highest. 13 biomarkers were examined for tumour grade: mesothelin and EGFR were the highest ranking biomarkers. 10 biomarkers were identified for metastasis: p16 and sCD40L were the highest ranking. 4 biomarkers were assessed resectability: sCD40L, s100a2, Ca 19-9, CEA. CONCLUSION This review has identified and ranked specific biomarkers that should be a primary focus of ongoing validation and clinical translational work in PDAC.
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16
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Ghoochani A, Schwarz MA, Yakubov E, Engelhorn T, Doerfler A, Buchfelder M, Bucala R, Savaskan NE, Eyüpoglu IY. MIF-CD74 signaling impedes microglial M1 polarization and facilitates brain tumorigenesis. Oncogene 2016; 35:6246-6261. [PMID: 27157615 DOI: 10.1038/onc.2016.160] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 12/17/2015] [Accepted: 02/23/2016] [Indexed: 12/28/2022]
Abstract
Microglial cells in the brain tumor microenvironment are associated with enhanced glioma malignancy. They persist in an immunosuppressive M2 state at the peritumoral site and promote the growth of gliomas. Here, we investigated the underlying factors contributing to the abolished immune surveillance. We show that brain tumors escape pro-inflammatory M1 conversion of microglia via CD74 activation through the secretion of the cytokine macrophage migration inhibitory factor (MIF), which results in a M2 shift of microglial cells. Interruption of this glioma-microglial interaction through an antibody-neutralizing approach or small interfering RNA (siRNA)-mediated inhibition prolongs survival time in glioma-implanted mice by reinstating the microglial pro-inflammatory M1 function. We show that MIF-CD74 signaling inhibits interferon (IFN)-γ secretion in microglia through phosphorylation of microglial ERK1/2 (extracellular signal-regulated protein kinases 1 and 2). The inhibition of MIF signaling or its receptor CD74 promotes IFN-γ release and amplifies tumor death either through pharmacological inhibition or through siRNA-mediated knockdown. The reinstated IFN-γ secretion leads both to direct inhibition of glioma growth as well as inducing a M2 to M1 shift in glioma-associated microglia. Our data reveal that interference with the MIF signaling pathway represents a viable therapeutic option for the restoration of IFN-γ-driven immune surveillance.
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Affiliation(s)
- A Ghoochani
- Department of Neurosurgery, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - M A Schwarz
- Department of Neurosurgery, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - E Yakubov
- Department of Neurosurgery, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - T Engelhorn
- Department of Neuroradiology, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - A Doerfler
- Department of Neuroradiology, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - M Buchfelder
- Department of Neurosurgery, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - R Bucala
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - N E Savaskan
- Department of Neurosurgery, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany.,BiMECON Ent., Kurfürstenstrasse 21, Berlin, Germany
| | - I Y Eyüpoglu
- Department of Neurosurgery, Universitätsklinikum Erlangen, Medical Faculty of the Friedrich Alexander University of Erlangen-Nürnberg (FAU), Erlangen, Germany
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17
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Maekawa T, Kamada Y, Ebisutani Y, Ueda M, Hata T, Kawamoto K, Takamatsu S, Mizutani K, Shimomura M, Sobajima T, Fujii H, Nakayama K, Nishino K, Yamada M, Kumada T, Ito T, Eguchi H, Nagano H, Miyoshi E. Serum Mac-2 binding protein is a novel biomarker for chronic pancreatitis. World J Gastroenterol 2016; 22:4403-4410. [PMID: 27158210 PMCID: PMC4853699 DOI: 10.3748/wjg.v22.i17.4403] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Revised: 03/08/2016] [Accepted: 03/18/2016] [Indexed: 02/06/2023] Open
Abstract
AIM: To determine the efficacy of Mac-2 binding protein (Mac-2bp) for diagnosis of chronic pancreatitis.
METHODS: Fifty-nine healthy volunteers (HV), 162 patients with chronic pancreatitis (CP), and 94 patients with pancreatic ductal adenocarcinoma (PDAC) were enrolled in this study. We measured serum Mac-2bp using our developed enzyme-linked immunosorbent assay kit. Additional biochemical variables were measured using an automated analyzer (including aminotransferase, alanine aminotransferase, γ-glutamyltransferase, alkaline phosphatase, triglyceride, C-reactive protein, and amylase levels) or chemiluminescent enzyme immunoassay (carbohydrate antigen 19-9 and carcinoembryonic antigen). The ability of Mac-2bp to predict CP diagnosis accurately was assessed using receiver operating characteristic (ROC) analyses.
RESULTS: Serum Mac-2bp levels were significantly increased in CP patients compared to HV (P < 0.0001) and PDAC patients (P < 0.0001). Area under the ROC curve values of Mac-2bp for the discrimination of CP from HV and PDAC were 0.727 and 0.784, respectively. Multivariate analyses demonstrated that serum Mac-2bp levels were independent determinants for CP diagnosis from HV and PDAC patients. Immunohistological staining showed that Mac-2bp was expressed faintly in the pancreas tissues of both CP and PDAC patients. Serum aspartate aminotransferase, alanine aminotransferase, γ-glutamyltransferase, alkaline phosphatase, and triglyceride levels were significantly higher in patients with CP or PDAC. Serum Mac-2bp levels were highly correlated with protein levels of alanine aminotransferase, γ-glutamyltransferase, and C-reactive protein, but not amylase, suggesting that the damaged liver produces Mac-2bp.
CONCLUSION: Measurement of serum Mac-2bp may be a novel and useful biomarker for CP diagnosis as well as liver fibrosis in the general population.
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18
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Wang P, Shi Q, Zuo T, He X, Yu J, Wang W. Expression of cluster of differentiation 74 in gallbladder carcinoma and the correlation with epithelial growth factor receptor levels. Oncol Lett 2016; 11:2061-2066. [PMID: 26998122 PMCID: PMC4774522 DOI: 10.3892/ol.2016.4191] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2014] [Accepted: 01/22/2016] [Indexed: 01/11/2023] Open
Abstract
Cluster of differentiation 74 (CD74), a transmembrane glycoprotein, has been previously reported to be important in the pathogenesis of several cancers, including hematological malignancies and solid tumors. The present study analyzed the significance of CD74 in gallbladder carcinomas (GBCs) and indicated the correlation of CD74 expression with epithelial growth factor receptor levels. Immunohistochemistry (IHC) was used to examine the expression of CD74 in GBC and normal gallbladder tissues, and western blotting was used to investigate whether CD74 expression varied in well-, moderately- and poorly-differentiated tumors. The correlation between the expression of CD74 and epithelial growth factor receptor levels was studied using the Spearman's rank correlation coefficient. The results of the IHC analysis revealed that CD74 was not expressed in the normal gallbladder tissues, and the mean integrated optical density value of CD74 in the poorly-differentiated tissues was increased compared with that in the well- and moderately-differentiated tissues. The results of the western blotting were consistent with the results of the IHC. The expression of CD74 was positively correlated with epithelial growth factor receptor levels (r=0.607; P<0.05). These results indicate that CD74 may be important in the progression of GBC.
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Affiliation(s)
- Peng Wang
- Department of Hepatobiliary and Laparoscopic Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Qiao Shi
- Department of Hepatobiliary and Laparoscopic Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Teng Zuo
- Department of Hepatobiliary and Laparoscopic Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Xiaobo He
- Department of Hepatobiliary and Laparoscopic Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Jia Yu
- Department of Hepatobiliary and Laparoscopic Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Weixing Wang
- Department of Hepatobiliary and Laparoscopic Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
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Zhou XJ, Wu FL, Jiang LL, Huang LF, Li GH. Vasoactive Intestinal Peptide Promotes Immune Escape of MKN45 Cells by Inhibiting Antigen-Presenting Molecules of Dendritic Cells In Vitro. Int J Pept Res Ther 2016. [DOI: 10.1007/s10989-016-9513-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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20
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Wu Q, Guo L, Jiang F, Li L, Li Z, Chen F. Analysis of the miRNA-mRNA-lncRNA networks in ER+ and ER- breast cancer cell lines. J Cell Mol Med 2015; 19:2874-87. [PMID: 26416600 PMCID: PMC4687702 DOI: 10.1111/jcmm.12681] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2014] [Accepted: 08/14/2015] [Indexed: 12/22/2022] Open
Abstract
Recently, rapid advances in bioinformatics analysis have expanded our understanding of the transcriptome to a genome‐wide level. miRNA–mRNA–lncRNA interactions have been shown to play critical regulatory role in cancer biology. In this study, we discussed the use of an integrated systematic approach to explore new facets of the oestrogen receptor (ER)‐regulated transcriptome. The identification of RNAs that are related to the expression status of the ER may be useful in clinical therapy and prognosis. We used a network modelling strategy. First, microarray expression profiling of mRNA, lncRNA and miRNA was performed in MCF‐7 (ER‐positive) and MDA‐MB‐231 cells (ER‐ negative). A co‐expression network was then built using co‐expression relationships of the differentially expressed mRNAs and lncRNAs. Finally, the selected miRNA–mRNA network was added to the network. The key miRNA–mRNA–lncRNA interaction can be inferred from the network. The mRNA and non‐coding RNA expression profiles of the cells with different ER phenotypes were distinct. Among the aberrantly expressed miRNAs, the expression levels of miR‐19a‐3p, miR‐19b‐3p and miR‐130a‐3p were much lower in the MCF‐7 cells, whereas that of miR‐148b‐3p was much higher. In a cluster of miR‐17‐92, the expression levels of six of seven miRNAs were lower in the MCF‐7 cells, in addition to miR‐20b in the miR‐106a‐363 cluster. However, the levels of all the miRNAs in the miR‐106a‐25 cluster were higher in the MCF‐7 cells. In the co‐expression networking, CD74 and FMNL2 gene which is involved in the immune response and metastasis, respectively, had a stronger correlation with ER. Among the aberrantly expressed lncRNAs, lncRNA‐DLEU1 was highly expressed in the MCF‐7 cells. A statistical analysis revealed that there was a co‐expression relationship between ESR1 and lncRNA‐DLEU1. In addition, miR‐19a and lncRNA‐DLEU1 are both located on the human chromosome 13q. We speculate that miR‐19a might be co‐expressed with lncRNA‐DLEU1 to co‐regulate the expression of ESR1, which influences the occurrence and development of breast cancer cells with different levels of ER expression. Our findings reveal that the status of ER is mainly due to the differences in the mRNA and ncRNA profile between the breast cancer cell lines, and highlight the importance of studying the miRNA–mRNA–lncRNA interactions to completely illustrate the intricate transcriptome.
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Affiliation(s)
- Qian Wu
- The State Key Laboratory of Reproductive Medicine, Nanjing Medical University, Nanjing, China.,Department of Hygienic Analysis and Detection, School of Public Health, Nanjing Medical University, Nanjing, China.,Department of Enviromental Health Sciences, Bloomburg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Li Guo
- Department of Epidemiology and Biostatistics and Ministry of Education Key Lab for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Fei Jiang
- Department of Nutrition and Food Hygiene and Ministry of Education Key Lab for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Lei Li
- Department of Hygienic Analysis and Detection, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Zhong Li
- Department of Nutrition and Food Hygiene and Ministry of Education Key Lab for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Feng Chen
- Department of Epidemiology and Biostatistics and Ministry of Education Key Lab for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
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21
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Cheng SP, Liu CL, Chen MJ, Chien MN, Leung CH, Lin CH, Hsu YC, Lee JJ. CD74 expression and its therapeutic potential in thyroid carcinoma. Endocr Relat Cancer 2015; 22:179-90. [PMID: 25600560 DOI: 10.1530/erc-14-0269] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
CD74, the invariant chain of major histocompatibility complex class II, is also a receptor for macrophage migration inhibitory factor (MIF). CD74 and MIF have been associated with tumor progression and metastasis in hematologic and solid tumors. In this study, we found that 60 and 65% of papillary thyroid cancers were positive for CD74 and MIF immunohistochemical staining respectively. Anaplastic thyroid cancer was negative for MIF, but mostly positive for CD74 expression. Normal thyroid tissue and follicular adenomas were negative for CD74 expression. CD74 expression in papillary thyroid cancer was associated with larger tumor size (P=0.043), extrathyroidal invasion (P=0.021), advanced TNM stage (P=0.006), and higher MACIS score (P=0.026). No clinicopathological parameter was associated with MIF expression. Treatment with anti-CD74 antibody in thyroid cancer cells inhibited cell growth, colony formation, cell migration and invasion, and vascular endothelial growth factor secretion. In contrast, treatment with recombinant MIF induced an increase in cell invasion. Anti-CD74 treatment reduced AKT phosphorylation and stimulated AMPK activation. Our findings suggest that CD74 overexpression in thyroid cancer is associated with advanced tumor stage and may serve as a therapeutic target.
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MESH Headings
- Antibodies/pharmacology
- Antigens, Differentiation, B-Lymphocyte/genetics
- Antigens, Differentiation, B-Lymphocyte/immunology
- Antigens, Differentiation, B-Lymphocyte/metabolism
- Carcinoma/metabolism
- Carcinoma/pathology
- Carcinoma, Papillary
- Cell Line, Tumor
- Cell Movement
- Gene Expression Regulation, Neoplastic
- Histocompatibility Antigens Class II/genetics
- Histocompatibility Antigens Class II/immunology
- Histocompatibility Antigens Class II/metabolism
- Humans
- Intramolecular Oxidoreductases/genetics
- Intramolecular Oxidoreductases/metabolism
- Macrophage Migration-Inhibitory Factors/genetics
- Macrophage Migration-Inhibitory Factors/metabolism
- Thyroid Cancer, Papillary
- Thyroid Gland/metabolism
- Thyroid Neoplasms/metabolism
- Thyroid Neoplasms/pathology
- Transcriptome
- Tumor Burden
- Wound Healing
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Affiliation(s)
- Shih-Ping Cheng
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Chien-Liang Liu
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Ming-Jen Chen
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Ming-Nan Chien
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Ching-Hsiang Leung
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Chi-Hsin Lin
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Yi-Chiung Hsu
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
| | - Jie-Jen Lee
- Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan Department of SurgeryDivision of Endocrinology and MetabolismDepartment of Medicine, MacKay Memorial Hospital and Mackay Medical College, Taipei, TaiwanMackay Junior College of MedicineNursing, and Management, No. 92, Sheng-Ching Road, Peitou, Taipei 11260, TaiwanDepartment of PharmacologyGraduate Institute of Medical Sciences, Taipei Medical University, Taipei, TaiwanDepartment of Medical ResearchMacKay Memorial Hospital, Taipei, TaiwanInstitute of Statistical ScienceAcademia Sinica, Taipei, Taiwan
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Liu YH, Lin JY. Recent advances of cluster of differentiation 74 in cancer. World J Immunol 2014; 4:174-184. [DOI: 10.5411/wji.v4.i3.174] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2014] [Revised: 06/03/2014] [Accepted: 07/29/2014] [Indexed: 02/05/2023] Open
Abstract
Cluster of differentiation 74 (CD74) performs multiple roles in B cells, T cells, and antigen-presenting cells within the immune system; it also participates in major histocompatibility complex class II-restricted antigen presentation and inflammation. Recently, a role for CD74 in carcinogenesis has been described. CD74 promotes cell proliferation and motility and prevents cell death in a macrophage migration inhibitory factor-dependent manner. Its roles as an accessory signal receptor on the cell surface and the ability to interact with other signaling molecules make CD74 an attractive therapeutic target for the treatment of cancer. This review focuses on the original role of CD74 in the immune system and its emerging tumor-related functions. First, the structure of CD74 will be summarized. Second, the current understandings about the expression, cellular localization, molecular mechanisms and signaling pathways of CD74 in immunity and cancer will be reviewed. Third, the examples that suggest CD74 is a promising molecular therapeutic target are reviewed and discussed. Although the safety and efficacy of CD74-targeted strategies are under development, deeply understanding of the regulation of CD74 will hold promise for the use of CD74 as a therapeutic target and may develop the CD74-targeted therapeutic agents such as neutralized antibody and compounds.
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23
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Berkova Z, Wang S, Ao X, Wise JF, Braun FK, Rezaeian AH, Sehgal L, Goldenberg DM, Samaniego F. CD74 interferes with the expression of fas receptor on the surface of lymphoma cells. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2014; 33:80. [PMID: 25304249 PMCID: PMC4210479 DOI: 10.1186/s13046-014-0080-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Accepted: 09/22/2014] [Indexed: 01/21/2023]
Abstract
BACKGROUND Resistance to Fas-mediated apoptosis limits the efficacy of currently available chemotherapy regimens. We identified CD74, which is known to be overexpressed in hematological malignancies, as one of the factors interfering with Fas-mediated apoptosis. METHODS CD74 expression was suppressed in human B-lymphoma cell lines, BJAB and Raji, by either transduction with lentivirus particles or transfection with episomal vector, both encoding CD74-specific shRNAs or non-target shRNA. Effect of CD74 expression on Fas signaling was evaluated by comparing survival of mice hydrodynamically transfected with vector encoding full-length CD74 or empty vector. Sensitivity of cells with suppressed CD74 expression to FasL, edelfosine, doxorubicin, and a humanized CD74-specific antibody, milatuzumab, was evaluated by flow cytometry and compared to control cells. Fas signaling in response to FasL stimulation and the expression of Fas signaling components were evaluated by Western blot. Surface expression of Fas was detected by flow cytometry. RESULTS We determined that cells with suppressed CD74 are more sensitive to FasL-induced apoptosis and Fas signaling-dependent chemotherapies, edelfosine and doxorubicin, than control CD74-expressing cells. On the other hand, expression of full-length CD74 in livers protected the mice from a lethal challenge with agonistic anti-Fas antibody Jo2. A detailed analysis of Fas signaling in cells lacking CD74 and control cells revealed increased cleavage/activation of pro-caspase-8 and corresponding enhancement of caspase-3 activation in the absence of CD74, suggesting that CD74 affects the immediate early steps in Fas signaling at the plasma membrane. Cells with suppressed CD74 expression showed increased staining of Fas receptor on their surface. Pre-treatment with milatuzumab sensitized BJAB cells to Fas-mediated apoptosis. CONCLUSION We anticipate that specific targeting of the CD74 on the cell surface will sensitize CD74-expressing cancer cells to Fas-mediated apoptosis, and thus will increase effectiveness of chemotherapy regimens for hematological malignancies.
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Affiliation(s)
- Zuzana Berkova
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - Shu Wang
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - Xue Ao
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - Jillian F Wise
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - Frank K Braun
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - Abdol H Rezaeian
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - Lalit Sehgal
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
| | - David M Goldenberg
- Immunomedics, Inc., Morris Plains, NJ, 07950, USA. .,Center for Molecular Medicine and Immunology, Garden State Cancer Center, Morris Plains, NJ, 07950, USA.
| | - Felipe Samaniego
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX, 77030, USA.
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Pancreatic fatty degeneration and fibrosis as predisposing factors for the development of pancreatic ductal adenocarcinoma. Pancreas 2014; 43:1032-41. [PMID: 24991971 DOI: 10.1097/mpa.0000000000000159] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVES Knowledge of risk factors for development of pancreatic ductal adenocarcinoma (PDAC) is limited. To clarify the background condition of the pancreas for the development of PDAC, we analyzed pancreatic histological changes in noncancerous lesion specimens after pancreatectomy in PDAC patients. METHODS Seventy-six patients with PDAC were enrolled in this study. The PDAC was in the pancreatic head in 37 patients, in the body in 31, and in the tail in 8. No patients had a history of clinical chronic pancreatitis. As controls, 98 patients without PDAC were enrolled. The following parameters were examined: fibrosis, fatty degeneration, and inflammatory cell infiltration. More than 5% of fatty degeneration in the specimen, more than 10% of fibrosis, and more than 5% of inflammatory cell infiltration were considered positive changes. RESULTS Pancreatectomy specimens showed a higher ratio of positive change in fibrosis (86% vs 42%), fatty degeneration (72% vs 44%), and inflammatory cell infiltration (14% vs 3%) than control samples. Multivariate analyses demonstrated that each histological change was a significant, independent determinant for PDAC. CONCLUSIONS Our study demonstrated that cryptogenic pancreatic inflammation with fatty changes represents an important predisposing factor for PDAC. Screening for subclinical chronic pancreatitis in healthy populations may enable the detection of PDAC at an early stage.
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25
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Otterstrom C, Soltermann A, Opitz I, Felley-Bosco E, Weder W, Stahel RA, Triponez F, Robert JH, Serre-Beinier V. CD74: a new prognostic factor for patients with malignant pleural mesothelioma. Br J Cancer 2014; 110:2040-6. [PMID: 24594996 PMCID: PMC3992494 DOI: 10.1038/bjc.2014.117] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2013] [Revised: 11/28/2013] [Accepted: 02/10/2014] [Indexed: 12/29/2022] Open
Abstract
Background: The pro-inflammatory cytokine migration inhibitory factor (MIF) and its receptor CD74 have been proposed as possible therapeutic targets in several cancers. We studied the expression of MIF and CD74 together with calretinin in specimens of malignant pleural mesothelioma (MPM), correlating their expression levels with clinico-pathologic parameters, in particular overall survival (OS). Methods: Migration inhibitory factor, CD74, and calretinin immunoreactivity were investigated in a tissue microarray of 352 patients diagnosed with MPM. Protein expression intensities were semiquantitatively scored in the tumour cells and in the peritumoral stroma. Markers were matched with OS, age, gender, and histological subtype. Results: Clinical data from 135 patients were available. Tumour cell expressions of MIF and CD74 were observed in 95% and 98% of MPM specimens, respectively, with a homogenous distribution between the different histotypes. CD74 (P<0.001) but not MIF overexpression (P=0.231) emerged as an independent prognostic factor for prolonged OS. High expression of tumour cell calretinin correlated with the epithelioid histotype and was also predictive of longer OS (P<0.001). When compared with previously characterised putative epithelial-to-mesenchymal transition markers, CD74 correlated positively with tumoral PTEN and podoplanin expressions, but was inversely related with periostin expression. Conclusions: High expression of CD74 is an independent prognostic factor for prolonged OS in mesothelioma patients.
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Affiliation(s)
- C Otterstrom
- Division of Thoracic Surgery, University Hospitals of Geneva, Geneva, Switzerland
| | - A Soltermann
- Institute of Surgical Pathology, University Hospital Zürich, Zürich, Switzerland
| | - I Opitz
- Division of Thoracic Surgery, University Hospital Zürich, Zürich, Switzerland
| | - E Felley-Bosco
- Laboratory of Molecular Oncology, Clinic for Oncology, University Hospital Zürich, Zürich, Switzerland
| | - W Weder
- Division of Thoracic Surgery, University Hospital Zürich, Zürich, Switzerland
| | - R A Stahel
- Laboratory of Molecular Oncology, Clinic for Oncology, University Hospital Zürich, Zürich, Switzerland
| | - F Triponez
- Division of Thoracic Surgery, University Hospitals of Geneva, Geneva, Switzerland
| | - J H Robert
- Division of Thoracic Surgery, University Hospitals of Geneva, Geneva, Switzerland
| | - V Serre-Beinier
- Division of Thoracic Surgery, University Hospitals of Geneva, Geneva, Switzerland
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26
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Zhang JF, Hua R, Liu DJ, Liu W, Huo YM, Sun YW. Effect of CD74 on the prognosis of patients with resectable pancreatic cancer. Hepatobiliary Pancreat Dis Int 2014; 13:81-6. [PMID: 24463084 DOI: 10.1016/s1499-3872(14)60011-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND CD74 is known as a type II transmembrane glycoprotein that is associated with the major histocompatibility complex class II alpha and beta chains. Recent studies have demonstrated that the expression of CD74 is also linked to some forms of tumors. The present study was to assess the effect of CD74 expression on the prognosis of resectable pancreatic ductal adenocarcinoma (PDAC). METHODS Forty-six patients who had received a curative resection of primary PDAC and postoperative chemotherapy were included in this study. Immunohistochemical staining was conducted of CD74 on paraffin-embedded tumor sample slices. The patients were grouped according to CD74 staining: CD74 (-): CD74 positive tumor cells<25%; and CD74 (+): CD74 positive tumor cells ≥25%. The correlation of CD74 expression level with clinicopathological features and cumulative survival rate was calculated. RESULTS The numbers of CD74 (+) and (-) patients were 32 and 14, respectively. CD74 (+) patients showed a high rate of perineural invasion (P=0.007). The 3- and 5-year cumulative survival rates of CD74 (-) patients were significantly higher than those of CD74 (+) patients (62% and 41% vs 9% and 0%, P=0.000). Multivariate analysis showed that CD74 expression and lymphatic permeation were the independent prognostic indicators. CONCLUSIONS The overexpression of CD74 is a key factor associated with perineural invasion. Lower-stage (I and II) PDAC patients with CD74 overexpression have a poor prognosis even if they receive a curative resection. CD74 can be used as a prognostic indicator for resectable PDAC.
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Affiliation(s)
- Jun-Feng Zhang
- Department of General Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai 200127, China.
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27
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Zhu J, Nie S, Wu J, Lubman DM. Target proteomic profiling of frozen pancreatic CD24+ adenocarcinoma tissues by immuno-laser capture microdissection and nano-LC-MS/MS. J Proteome Res 2013; 12:2791-804. [PMID: 23679566 DOI: 10.1021/pr400139c] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Cellular heterogeneity of solid tumors represents a common problem in mass spectrometry (MS)-based analysis of tissue specimens. Combining immuno-laser capture microdissection (iLCM) and mass spectrometry (MS) provides a means to study proteins that are specific for pure cell subpopulations in complex tissues. CD24, as a cell surface marker for detecting pancreatic cancer stem cells (CSCs), is directly correlated with the development and metastasis of pancreatic cancer. Herein, we describe an in-depth proteomic profiling of frozen pancreatic CD24(+) adenocarcinoma cells from early stage tumors using iLCM and LC-MS/MS and a comparison with CD24(-) cells dissected from patient-matched adjacent normal tissues. Approximately 40 nL of tissue was procured from each specimen and subjected to tandem MS analysis in triplicate. A total of 2665 proteins were identified, with 375 proteins in common that were significantly differentially expressed in CD24(+) versus CD24(-) cells by at least a 2-fold change. The major groups of the differentially overexpressed proteins are involved in promoting tumor cell migration and invasion, immune escape, and tumor progression. Three selected candidates relevant to mediating immune escape, CD59, CD70, and CD74, and a tumor promoter, TGFBI, were further validated by immunohistochemistry analysis on tissue microarrays. These proteins showed significantly increased expression in a large group of clinical pancreatic adenocarcinomas but were negative in all normal pancreas samples. The significant coexpression of these proteins with CD24 suggests that they may play important roles in the progression of pancreatic cancer and could serve as promising prognosis markers and novel therapeutic targets for this deadly disease.
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Affiliation(s)
- Jianhui Zhu
- Department of Surgery, University of Michigan Medical Center, Ann Arbor, Michigan 48109, United States
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28
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Pu X, Ye Y, Spitz MR, Wang L, Gu J, Lippman SM, Hildebrandt MAT, Hong WK, Minna JD, Roth JA, Yang P, Wu X. Predictors of survival in never-smokers with non-small cell lung cancer: a large-scale, two-phase genetic study. Clin Cancer Res 2012; 18:5983-91. [PMID: 22977190 DOI: 10.1158/1078-0432.ccr-12-0774] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE Lung cancer in never-smokers (LCINS) is increasingly recognized as a distinct disease from that in ever-smokers owing to substantial differences in etiology, clinical characteristics, and prognosis. Therefore, we aimed to identify prognostic markers specific for LCINS. EXPERIMENTAL DESIGN First, 11,930 single-nucleotide polymorphisms (SNP) in 904 inflammation-related genes were genotyped, and their associations with overall survival in 411 patients with LCINS at MD Anderson Cancer Center were analyzed. Next, validation of the top 27 SNPs in 311 patients with LCINS at Mayo Clinic was conducted. RESULTS Three SNPs (IL17RA:rs879576, BMP8A:rs698141, and STY:rs290229) were validated (P < 0.05), and two SNPs (CD74:rs1056400 and CD38:rs10805347) reached borderline significance (P = 0.08) in the Mayo Clinic population. We validated a survival-tree created in the MD Anderson population exploring gene-gene interactions in the Mayo Clinic population. This survival-tree stratified patients into subsets with significantly different risks of death: patients with the rs1056400_GG/rs698141_GA + AA genotype had significantly higher risk of death in both MD Anderson (HR:2.32, 95%CI: 1.58-3.41) and Mayo (HR:1.97, 95%CI: 1.11-3.50) populations compared with those with the rs1056400_GG/rs698141_GG or rs1056400_GA + AA genotype. We evaluated these five SNPs in 996 ever-smokers from MD Anderson and found no significant associations. CONCLUSIONS Our study provides strong evidence that inflammation-related genetic variations can affect clinical outcomes in LCINS, which may lead to significant biologic insight into these outcomes.
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Affiliation(s)
- Xia Pu
- Department of Epidemiology, Thoracic/Head & Neck Medical Oncology, and Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
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29
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Tian B, Zhang Y, Li N, Liu X, Dong J. CD74: a potential novel target for triple-negative breast cancer. Tumour Biol 2012; 33:2273-7. [PMID: 22935920 DOI: 10.1007/s13277-012-0489-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2012] [Accepted: 08/10/2012] [Indexed: 12/11/2022] Open
Abstract
The expression status of CD74 in breast cancer stem cells and its clinical implications was evaluated in order to lay a foundation for managing breast cancer. Five hundred and eighty breast cancer specimens were enrolled in the study. The relationship between the CD74 protein and clinicopathological parameters as well as prognosis was subsequently determined. In total, 468 (80.69 %) of the 580 breast cases showed CD74-positive expression. After universal analysis, CD74 was observed to be related to lymph node metastasis and triple-negative breast cancer (P = 0.01 and 0.001). Moreover, CD74 expression has a line correlation with lymph node metastasis and triple-negative breast cancer (P = 0.02 and 0.001). Furthermore, periostin was shown to attain a significantly more distant liver metastasis and worse disease-specific survival than those with none or low-expressed CD74 protein (P = 0.001). In the Cox regression test, CD74 protein was detected as an independent prognostic factor (P = 0.001). CD74 is consistently expressed in triple-negative subgroups of breast cancer and might be a new potential marker for triple-negative breast cancer.
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Affiliation(s)
- Buxian Tian
- Department of Neurology, First Affiliated Hospital of Liaoning Medical College, Jinzhou, Liaoning Province, China
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Choi JW, Kim Y, Lee JH, Kim YS. CD74 expression is increased in high-grade, invasive urothelial carcinoma of the bladder. Int J Urol 2012; 20:251-5. [PMID: 22905972 DOI: 10.1111/j.1442-2042.2012.03128.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
This study aimed to identify the clinicopathological features of bladder cancer patients with high CD74 expression, as milatuzumab humanized anti-CD74 antibody is being evaluated in clinical trials for hematological malignancies. Expression of CD74 was examined in 342 urothelial carcinomas of the bladder, and two urothelial carcinoma cell lines by immunohistochemistry and western blotting, respectively. CD74 was overexpressed in 192 (56.1%) of the 342 cancer tissues, although it was not expressed in the cancer cell lines. CD74 staining was intense in tumor cells and inflammatory cells in the tumor stroma, but not in normal urothelium. CD74 expression was significantly associated with older age at diagnosis (≥ 68 years, P=0.048), high World Health Organization grade (P=0.019), advanced stages (P=0.001) and non-papillary growth pattern (P=0.040). CD74 expression was also correlated with the absence of tumor-infiltrating inflammatory cells (P<0.001) and the presence of tumor-associated inflammatory cells (P=0.017). However, CD74 expression was not related to recurrence-free and overall survivals in primary and subgroup analyses. In conclusion, urothelial bladder carcinomas with high CD74 expression are characterized by older age, high World Health Organization grade, non-papillary growth and advanced stages.
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Affiliation(s)
- Jung-Woo Choi
- Department of Pathology, Korea University Ansan Hospital, Ansan, Korea
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Zheng YX, Yang M, Rong TT, Yuan XL, Ma YH, Wang ZH, Shen LS, Cui L. CD74 and macrophage migration inhibitory factor as therapeutic targets in gastric cancer. World J Gastroenterol 2012; 18:2253-61. [PMID: 22611320 PMCID: PMC3351777 DOI: 10.3748/wjg.v18.i18.2253] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2011] [Revised: 02/06/2012] [Accepted: 02/16/2012] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the relationship and molecular features of CD74/macrophage migration inhibitory factor (MIF)/Toll-like receptor 4 (TLR4) in gastric cancer. METHODS CD74, MIF and TLR4 expression in the paraffin-embedded sections of gastric cancer from 120 patients were detected by immunohistochemical staining. Knock down of CD74 expression in gastric cancer cell line MKN-45 was performed by lentivirus transduction and detected by Western blotting. MKN-45 cell proliferation assay under the stimulants was measured by the cell counting kit 8 (CCK8) assay and MIF concentration in the culture medium was detected by enzyme-linked immunosorbent assay. Surface staining of CD74 in the MKN-45 cell line under the stimulation of lipopolysaccharide (LPS) was measured by flow cytometry. MIF, CD74 and TLR4 co-localization in the MKN-45 cell line was performed by the immunoprecipitation. RESULTS CD74, MIF and TLR4 were found to be expressed in gastric cancer and increased significantly in the advanced stage, and were also associated with lymph node metastasis. Correlation analysis revealed that CD74 was positively correlated with MIF (r = 0.2367, P < 0.01) and both proteins were also associated with TLR4 (r = 0.4414, r = 0.5001, respectively, P < 0.01). LPS can significantly promote MKN-45 cell proliferation (3.027 ± 0.388 vs 4.201 ± 0.092, P < 0.05), induce MIF production (54.333 ± 2.906 pg/mL vs 29.667 ± 3.180 pg/mL, P < 0.01) and cell surface expression of CD74 (75.6% ± 4.046% vs 9.4% ± 0.964%, P < 0.01) at LPS concentration of 1 μg/mL compared to medium control. Knockdown of CD74 or using anti-CD74 and MIF antagonist ISO-1 significantly reduced LPS-induced MKN-45 cell proliferation (4.201 ± 0.092 vs 3.337 ± 0.087, 4.534 ± 0.222 vs 3.368 ± 0.290, 4.058 ± 0.292 vs 2.934 ± 0.197, respectively, P < 0.01). MIF, CD74 and TLR4 could co-localize in the MKN-45 cell line. CONCLUSION Upregulation of MIF, CD74 and TLR4 are associated with increasing clinical stage and provide an opportunity as novel gastric cancer chemoprevention and/or treatment strategy.
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Expression of macrophage migration inhibitory factor and CD74 in cervical squamous cell carcinoma. Int J Gynecol Cancer 2012; 21:1004-12. [PMID: 21792010 DOI: 10.1097/igc.0b013e31821c45b7] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Macrophage migration inhibitory factor (MIF) and CD74 emerge as important players in pathogenesis and angiogenesis of several types of malignant tumors. The purpose of this study was to evaluate the expression of MIF and CD74 in cervical squamous cell carcinoma and explore the potential roles they play in cervical tumor angiogenesis. METHODS Macrophage migration inhibitory factor and CD74 expression was assessed by immunohistochemistry in 209 cases with various degrees of cervical epithelial lesions, including 40 normal cervical epithelia, 43 mild cervical intraepithelial neoplasia 1 (CIN 1), 41 moderate-severe cervical intraepithelial neoplasia (CIN 2 to 3), and 85 cervical squamous cell carcinomas (SCCs). CD34 staining was used for counting microvessel density. Semiquantitative reverse transcription polymerase chain reaction and Western blot were used to detect messenger RNA and protein levels of MIF and CD74 in normal and malignant cervical tissues and cervical cancer cell lines SiHa and C-33A. The concentration of vascular endothelial growth factor (VEGF) in the conditioned media of cervical cancer cells was analyzed by enzyme-linked immunosorbent assay. RESULTS Immunohistochemical analysis showed that MIF and CD74 expression was significantly higher in CIN than in the normal samples and higher in SCC than in CIN. The overexpression of MIF was correlated with deep stromal infiltration but not with the other clinicopathologic features of SCC. Correlation analyses revealed that MIF was positively related to CD74, and both protein levels were associated with microvessel density. Exogenous MIF induced VEGF secretion in SiHa and C-33A cells in a dose-dependent manner, which can be inhibited by MIF-specific inhibitor (ISO-1) or anti-CD74 antibody. CONCLUSION Overexpression of MIF and CD74 in SCC and its precancerous lesions and the up-regulation of VEGF secretion in cervical cancer cells indicate that MIF and CD74 may play critical roles in the pathogenesis and angiogenesis of cervical cancer.
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Abstract
Perineural invasion (PNI) is a prominent characteristic of pancreatic cancer. PNI is a process whereby cancer cells invade the surrounding nerves, thus providing an alternative route for metastatic spread and pain generation. PNI is thought to be an indicator of aggressive tumour behaviour and has been shown to correlate with poor prognosis of patients with pancreatic cancer. Recent studies demonstrated that some signalling molecules and pathways that are involved in PNI are also involved in pain generation. Targeting these signalling pathways has shown some promise in alleviating pain and reducing PNI, which could potentially improve treatment outcomes for patients with pancreatic cancer.
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Affiliation(s)
- Aditi A Bapat
- Clinical Translational Research Division, Translational Genomics Research Institute, 13208 East Shea Boulevard, Scottsdale, Arizona 85259, USA
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Chen HT, Cai QC, Zheng JM, Man XH, Jiang H, Song B, Jin G, Zhu W, Li ZS. High expression of delta-like ligand 4 predicts poor prognosis after curative resection for pancreatic cancer. Ann Surg Oncol 2011; 19 Suppl 3:S464-74. [PMID: 21822553 DOI: 10.1245/s10434-011-1968-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2010] [Indexed: 12/12/2022]
Abstract
BACKGROUND Delta-like ligand 4 (DLL4)-Notch signaling plays a key role in tumor angiogenesis, but its prognostic value in patients with pancreatic ductal adenocarcinoma (PDAC) remains unclear. Our aim was to determine whether high DLL4 expression is correlated with poor prognosis after curative resection for PDAC. METHODS Surgical specimens obtained from 89 patients with PDAC were immunohistochemically assessed for DLL4 and vascular endothelial growth factor receptor 2 (VEGFR-2) expression. Prognostic significance of DLL4 expression was evaluated by Kaplan-Meier method and Cox regression. The correlations of DLL4 expression with VEGFR-2 expression, tumor stage, and lymph node metastasis were examined by chi-square test and multivariate logistic regression. RESULTS There were 38 (42.7%) and 51 patients who showed high and low DLL4 expression, respectively. Survival curves showed that patients with low DLL4 expression had a significantly better survival than those with high DLL4 expression (P < .001). Multivariate survival analysis demonstrated that high DLL4 expression was independently associated with both reduced overall survival (hazard ratio [HR] 2.24; 95% confidence interval [95% CI] 1.14-4.38) and reduced progression-free survival (HR 2.37; 95% CI 1.22-4.60). Multivariate logistic regression analyses showed that high DLL4 expression was independently associated with both advanced tumor stage (odds ratio [OR] 6.84; 95% CI 2.42-9.36) and lymph node metastasis (OR 3.27; 95% CI 1.04-10.34). We also found a positive correlation between DLL4 and VEGFR-2 expression (P < .001). CONCLUSIONS High DLL4 expression is significantly associated with poor prognosis for surgically resected PDAC, advanced tumor stage, and lymph node metastasis. Application of adjuvant therapy targeting DLL4-Notch signaling may improve prognosis.
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Affiliation(s)
- Hai-Tao Chen
- Center for Clinical Epidemiology and Evidence-Based Medicine, Second Military Medical University, Shanghai, China
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Ansari D, Rosendahl A, Elebro J, Andersson R. Systematic review of immunohistochemical biomarkers to identify prognostic subgroups of patients with pancreatic cancer. Br J Surg 2011; 98:1041-55. [PMID: 21644238 DOI: 10.1002/bjs.7574] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2011] [Indexed: 12/16/2022]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) carries a dismal prognosis. There is a need to identify prognostic subtypes of PDAC to predict clinical and therapeutic outcomes accurately, and define novel therapeutic targets. The purpose of this review was to provide a systematic summary and review of available data on immunohistochemical (IHC) prognostic and predictive markers in patients with PDAC. METHODS Relevant articles in English published between January 1990 and June 2010 were obtained from PubMed searches. Other articles identified from cross-checking references and additional sources were reviewed. The inclusion was limited to studies evaluating IHC markers in a multivariable setting. RESULTS Database searches identified 76 independent prognostic and predictive molecular markers implicated in pancreatic tumour growth, apoptosis, angiogenesis, invasion and resistance to chemotherapy. Of these, 11 markers (Ki-67, p27, p53, transforming growth factor β1, Bcl-2, survivin, vascular endothelial growth factor, cyclo-oxygenase 2, CD34, S100A4 and human equilibrative nucleoside transporter 1) provided independent prognostic or predictive information in two or more separate studies. CONCLUSION None of the molecular markers described can be recommended for routine clinical use as they were identified in small cohorts and there were inconsistencies between studies. Their prognostic and predictive values need to be validated further in prospective multicentre studies in larger patient populations. A panel of molecular markers may become useful in predicting individual patient outcome and directing novel types of intervention.
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Affiliation(s)
- D Ansari
- Department of Surgery, Lund University and Skåne University Hospital Lund, Lund, Sweden
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Jamieson NB, Carter CR, McKay CJ, Oien KA. Tissue biomarkers for prognosis in pancreatic ductal adenocarcinoma: a systematic review and meta-analysis. Clin Cancer Res 2011; 17:3316-31. [PMID: 21444679 DOI: 10.1158/1078-0432.ccr-10-3284] [Citation(s) in RCA: 98] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
PURPOSE The management of pancreatic ductal adenocarcinoma (PDAC) continues to present a great challenge particularly with regard to prediction of outcome following pancreaticoduodenectomy. Molecular markers have been extensively investigated by numerous groups with the aim of enhancing prognostication; however, despite hundreds of studies that have sought to assess the potential prognostic value of molecular markers in predicting the clinical course following resection of PDAC, at this time, no molecular marker assay forms part of recommended clinical practice. EXPERIMENTAL DESIGN We conducted a systematic review and meta-analysis of the published literature for immunohistochemistry-based biomarkers of PDAC outcome. A dual search strategy was applied to the PubMed database on January 6, 2010, to identify cohort studies that reported associations between immunohistochemical biomarker expression and survival outcomes in PDAC, and conformed to the REMARK (REporting recommendations for tumor MARKer prognostic studies) criteria. RESULTS A total of 103 distinct proteins met all inclusion criteria. Promising markers that emerged for the prediction of overall survival included BAX (HR = 0.31, 95% CI: 0.71-0.56), Bcl-2 (HR = 0.41, 95% CI: 0.27-0.63), survivin (HR = 0.46, 95% CI: 0.29-0.73), Ki-67: (HR = 2.42, 95% CI: 1.87-3.14), COX-2 (HR = 1.39, 95% CI: 1.13-1.71), E-cadherin (HR = 1.80, 95% CI: 1.33-2.42), and S100 calcium-binding proteins, in particular S100A2 (HR = 3.23, 95% CI: 1.58-6.62). CONCLUSIONS We noted that that there was incomplete adherence to the REMARK guidelines with inadequate methodology reporting as well as failure to perform multivariate analysis. Addressing the persistent incomplete adoption of these criteria may eventually result in the incorporation of molecular marker assessment within PDAC management algorithms.
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Affiliation(s)
- Nigel B Jamieson
- West of Scotland Pancreatic Unit and Department of Pathology, Glasgow Royal Infirmary, Alexandra Parade, Glasgow, United Kingdom
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Borghese F, Clanchy FIL. CD74: an emerging opportunity as a therapeutic target in cancer and autoimmune disease. Expert Opin Ther Targets 2011; 15:237-51. [PMID: 21208136 DOI: 10.1517/14728222.2011.550879] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION CD74, also known as the invariant chain, participates in several key processes of the immune system, including antigen presentation, B-cell differentiation and inflammatory signaling. Despite being described more than 3 decades ago, new functions and novel interactions for this evolutionarily conserved molecule are still being unraveled. As a participant in several immunological processes and an indicator of disease in some conditions, it has potential as a therapeutic target. AREAS COVERED The relationship between the structure of CD74 variants and their physiological functions is detailed in this review. The function of CD74 in several cell lineages is examined with a focus on the interactions with cathepsins and, in an inflammatory milieu, the pro-inflammatory cytokine macrophage migratory inhibitory factor. The role of CD74 signaling in inflammatory and carcinogenic processes is outlined as is the use of CD74 as a therapeutic target (in cancer) and tool (as a vaccine). EXPERT OPINION CD74 has several roles within the cell and throughout the immune system. Most prominent amongst these are the complex relationships with MIF and cathepsins. Modulation of CD74 function shows promise for the effective amelioration of disease.
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Affiliation(s)
- Federica Borghese
- Sapienza University of Rome, Department of Clinical Medicine, Clinical Immunology Unit, Umberto I Policlinico di Roma, 155 Viale del Policlinico, Rome, IT 00161
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Berkova Z, Tao RH, Samaniego F. Milatuzumab - a promising new immunotherapeutic agent. Expert Opin Investig Drugs 2010; 19:141-9. [PMID: 19968579 DOI: 10.1517/13543780903463854] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Milatuzumab is a new immunotherapeutic agent targeting CD74, a membrane protein preferentially expressed in hematopoietic cancers and some solid tumors. Broad expression and fast internalization makes CD74 an ideal target for cancer therapy. We reviewed published articles about CD74 and milatuzumab. We present a comprehensive review of CD74 functions and provide explanation of milatuzumab antitumor effects. This review describes CD74 protein biology with the emphasis on the role of CD74 in tumor survival and its new role in regulation of the Fas death receptor. The development of CD74 targeting therapies to induce tumor regression and cancer cell apoptosis is described and results of clinical trials are discussed. Milatuzumab shows selective binding and rapid internalization into CD74-positive cancer cells. Milatuzumab with and without conjugated toxins synergizes with other chemotherapeutic agents and elicits significant antitumor effects in mice. In a Phase I trial, milatuzumab showed no severe adverse effects in patients with relapsed/refractory multiple myeloma and it stabilized the disease in some patients for up to 12 weeks. Ongoing trials testing different treatment schedules of milatuzumab in chronic lymphocytic leukemia, non-Hodgkin's lymphoma and multiple myeloma indicate that milatuzumab shows no severe adverse effects in humans.
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Affiliation(s)
- Zuzana Berkova
- The University of Texas, MD Anderson Cancer Center, Department of Lymphoma/Myeloma, Houston, Texas 77030, USA
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