1
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Pan B, Kang J, Zheng R, Wei C, Zhi Y. Molecular mechanism of ferroptosis and its application in the treatment of clear cell renal cell carcinoma. Pathol Res Pract 2024; 260:155324. [PMID: 38905897 DOI: 10.1016/j.prp.2024.155324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/09/2024] [Accepted: 04/19/2024] [Indexed: 06/23/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) is a common malignant tumor of the urinary tract, the incidence of which is continuously increasing and affects human health worldwide. Despite advances in existing treatments, treatment outcomes still need to be improved due to higher rates of postoperative recurrence, chemotherapy resistance, etc.; thus, there is an urgent need for innovative therapeutic approaches. Ferroptosis is a recently found type of regulated cell death that is characterized primarily by the buildup of lipid peroxidation products and fatal reactive oxygen species created by iron metabolism, which plays a crucial role in tumor progression and therapy.With the molecular mechanisms associated with ferroptosis being increasingly studied and refined, triggering ferroptosis by regulators that target ferroptosis and ccRCC may be the key to developing potential therapeutic strategies for ccRCC. Therefore, ferroptosis is expected to be a new breakthrough in treating ccRCC. This paper examines the mechanism of ferroptosis, the regulatory mechanism of ferroptosis in ccRCC, and the potential application of ferroptosis in combination with other therapies for the treatment of ccRCC. The goal is to offer novel perspectives for the research and clinical application of ferroptosis in the treatment of ccRCC.
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Affiliation(s)
- Beifen Pan
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Jiali Kang
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Rongxin Zheng
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Cuiping Wei
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Yong Zhi
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China.
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2
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Wang M, Min M, Mai J, Liu X. Systematic analysis of the expression profiles and prognostic significance of the MED gene family in renal clear cell carcinoma. Oncol Lett 2024; 28:398. [PMID: 38979551 PMCID: PMC11228927 DOI: 10.3892/ol.2024.14531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 04/23/2024] [Indexed: 07/10/2024] Open
Abstract
The mediator complex (MED) family is a contributing factor in the regulation of transcription and proliferation of cells, and is closely associated with the development of various types of cancer. However, the significance of the expression levels and prognostic value of MED genes in kidney renal clear cell carcinoma (KIRC) have rarely been reported. The present study analyzed the expression and prognostic potential of MED genes in KIRC. The Search Tool for the Retrieval of Interacting Genes/Proteins was used to construct the protein-protein interaction network (PPI), the Assistant for Clinical Bioinformatics database was used to perform correlation analysis, GEPIA 2 was utilized to draw the Kaplan-Meier plot and analyze prognostic significance and the Tumor Immune Estimation Resource was used to assess the association of MED genes with the infiltration of immune cells in patients with KIRC. A total of 30 MED genes were identified, and among these genes, 11 were selected for the creation of a prognostic gene signature based on the results of a LASSO Cox regression analysis. Furthermore, according to univariate and multivariate analyses, MED7, MED16, MED21, MED25 and MED29 may be valuable independent predictive biomarkers for the prognosis of individuals with KIRC. Furthermore, there were significant differences in the expression levels of MED7, MED21 and MED25 in KIRC among different tumor grades. Additionally, patients with KIRC with high transcription levels of MED7, MED21 and MED29 had considerably longer overall survival times. The expression levels of MED genes were also linked to the infiltration of several immune cells. Overall, MED genes may have potential significance in predicting the prognosis of patients with KIRC.
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Affiliation(s)
- Min Wang
- Department of Laboratory Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan 610041, P.R. China
| | - Min Min
- Outpatient Department, The Air Force Hospital of Western Theater, People's Liberation Army, Chengdu, Sichuan 500643, P.R. China
| | - Jia Mai
- Department of Laboratory Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan 610041, P.R. China
| | - Xiaojuan Liu
- Department of Laboratory Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan 610041, P.R. China
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3
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Ren J, Huang B, Li W, Wang Y, Pan X, Ma Q, Liu Y, Wang X, Liang C, Zhang Y, Wang S, Yang F, Li H, Ning H, Jiang Y, Qin C, Ran A, Xiao B. RNA-binding protein IGF2BP2 suppresses metastasis of clear cell renal cell carcinoma by enhancing CKB mRNA stability and expression. Transl Oncol 2024; 42:101904. [PMID: 38341962 PMCID: PMC10867445 DOI: 10.1016/j.tranon.2024.101904] [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: 11/17/2023] [Revised: 01/15/2024] [Accepted: 02/03/2024] [Indexed: 02/13/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most prevalent kidney cancer, with a highly aggressive phenotype and poor prognosis. RNA binding proteins (RBPs) play crucial roles in post-transcriptional gene regulation and have been implicated in tumorigenesis. RBPs have the potential to become a new therapeutic target for ccRCC. In this study, we screened and validated that insulin-like growth factor 2 mRNA binding protein 2 (IGF2BP2) as an RBP, was down-regulated in ccRCC tissues and cell lines. Functionally, we verified that IGF2BP2 significantly suppressed the migration and invasion ability of ccRCC in vitro and in vivo. Mechanistically, RIP-seq and actinomycin D experiments results showed that IGF2BP2 enhanced the expression of Creatine Kinase B (CKB) by binding to CKB mRNA and enhancing its mRNA stability. Thus, IGF2BP2 inhibited ccRCC metastasis through enhancing the expression of CKB. Taken together, these finding suggests that IGF2BP2 is a novel metastasis suppressor of ccRCC and may serve as a potential therapeutic target.
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Affiliation(s)
- Junwu Ren
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Bo Huang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China; Key Laboratory of Basic Pharmacology of Ministry of Education and Joint International Research Laboratory of Ethnomedicine of Ministry of Education, Zunyi Medical University, Zunyi 563006, PR China
| | - Wei Li
- Department of Pharmacy, Chongqing University Cancer Hospital, Chongqing 400030, PR China
| | - Yongquan Wang
- Department of Urology, Southwest Hospital, Army Medical University, Chongqing 400038, PR China
| | - Xiaojuan Pan
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Qiang Ma
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Yuying Liu
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Xiaolin Wang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Ce Liang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Yuying Zhang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Shimin Wang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Feifei Yang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Haiping Li
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Hao Ning
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Yan Jiang
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Changhong Qin
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Ai Ran
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Bin Xiao
- College of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China.
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4
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Chen R, Wu J, Che Y, Jiao Y, Sun H, Zhao Y, Chen P, Meng L, Zhao T. Machine learning-driven prognostic analysis of cuproptosis and disulfidptosis-related lncRNAs in clear cell renal cell carcinoma: a step towards precision oncology. Eur J Med Res 2024; 29:176. [PMID: 38491523 PMCID: PMC10943875 DOI: 10.1186/s40001-024-01763-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 03/01/2024] [Indexed: 03/18/2024] Open
Abstract
Cuproptosis and disulfidptosis, recently discovered mechanisms of cell death, have demonstrated that differential expression of key genes and long non-coding RNAs (lncRNAs) profoundly influences tumor development and affects their drug sensitivity. Clear cell renal cell carcinoma (ccRCC), the most common subtype of kidney cancer, presently lacks research utilizing cuproptosis and disulfidptosis-related lncRNAs (CDRLRs) as prognostic markers. In this study, we analyzed RNA-seq data, clinical information, and mutation data from The Cancer Genome Atlas (TCGA) on ccRCC and cross-referenced it with known cuproptosis and disulfidptosis-related genes (CDRGs). Using the LASSO machine learning algorithm, we identified four CDRLRs-ACVR2B-AS1, AC095055.1, AL161782.1, and MANEA-DT-that are strongly associated with prognosis and used them to construct a prognostic risk model. To verify the model's reliability and validate these four CDRLRs as significant prognostic factors, we performed dataset grouping validation, followed by RT-qPCR and external database validation for differential expression and prognosis of CDRLRs in ccRCC. Gene function and pathway analysis were conducted using Gene Ontology (GO) and Gene Set Enrichment Analysis (GSEA) for high- and low-risk groups. Additionally, we have analyzed the tumor mutation burden (TMB) and the immune microenvironment (TME), employing the oncoPredict and Immunophenoscore (IPS) algorithms to assess the sensitivity of diverse risk categories to targeted therapeutics and immunosuppressants. Our predominant objective is to refine prognostic predictions for patients with ccRCC and inform treatment decisions by conducting an exhaustive study on cuproptosis and disulfidptosis.
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Affiliation(s)
- Ronghui Chen
- School of Clinical Medicine, Shandong Second Medical University, Weifang, 261053, China
- Department of Oncology, People's Hospital of Rizhao, Rizhao, 276826, China
| | - Jun Wu
- Department of Oncology, People's Hospital of Rizhao, Rizhao, 276826, China
| | - Yinwei Che
- Department of Central Laboratory, Shandong Provincial Key Medical and Health Laboratory, Rizhao Key Laboratory of Basic Research on Anesthesia and Respiratory Intensive Care, The People's Hospital of Rizhao, Rizhao, 276826, Shandong, China
| | - Yuzhuo Jiao
- Department of Central Laboratory, Shandong Provincial Key Medical and Health Laboratory, Rizhao Key Laboratory of Basic Research on Anesthesia and Respiratory Intensive Care, The People's Hospital of Rizhao, Rizhao, 276826, Shandong, China
| | - Huashan Sun
- Department of Central Laboratory, Shandong Provincial Key Medical and Health Laboratory, Rizhao Key Laboratory of Basic Research on Anesthesia and Respiratory Intensive Care, The People's Hospital of Rizhao, Rizhao, 276826, Shandong, China
| | - Yinuo Zhao
- Department of Pathology, People's Hospital of Rizhao, Rizhao, 276826, China
| | - Pingping Chen
- Department of Pathology, People's Hospital of Rizhao, Rizhao, 276826, China
| | - Lingxin Meng
- Department of Oncology, People's Hospital of Rizhao, Rizhao, 276826, China.
| | - Tao Zhao
- Department of Central Laboratory, Shandong Provincial Key Medical and Health Laboratory, Rizhao Key Laboratory of Basic Research on Anesthesia and Respiratory Intensive Care, The People's Hospital of Rizhao, Rizhao, 276826, Shandong, China
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5
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Zhou C, Hao X, Chen Z, Zhang R, Zhou Q, Fan Z, Zheng M, Hou H, Zhang S, Guo H. Synthesis and Biological Evaluation of β-Lactam Derivatives Targeting Speckle-Type POZ Protein (SPOP). ACS Med Chem Lett 2024; 15:270-279. [PMID: 38352842 PMCID: PMC10860195 DOI: 10.1021/acsmedchemlett.3c00515] [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: 11/15/2023] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 02/16/2024] Open
Abstract
Speckle-type POZ protein (SPOP) acts as a cullin3-RING ubiquitin ligase adaptor, which facilitates the recognition and ubiquitination of substrate proteins. Previous research suggests that targeting SPOP holds promise in the treatment of clear cell renal cell carcinoma (ccRCC). On the basis of the reported SPOP inhibitor 230D7, a series of β-lactam derivatives were synthesized in this study. The biological activity assessment of these compounds revealed E1 as the most potent inhibitor, which can disrupt the SPOP-substrate interactions in vitro and suppress the colony formation of ccRCC cells. Taken together, this study provided compound E1 as a potent inhibitor against ccRCC and offered insight into the development of the β-lactam SPOP inhibitor.
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Affiliation(s)
- Chenmao Zhou
- School
of Chinese Materia Medica, Nanjing University
of Chinese Medicine, Nanjing 210023, China
| | - Xinyue Hao
- School
of Chinese Materia Medica, Nanjing University
of Chinese Medicine, Nanjing 210023, China
| | - Zhengyang Chen
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Runze Zhang
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Qian Zhou
- School
of Chinese Materia Medica, Nanjing University
of Chinese Medicine, Nanjing 210023, China
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
| | - Zisheng Fan
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
- Shanghai
Institute for Advanced Immunochemical Studies and School of Life Science
and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Mingyue Zheng
- School
of Chinese Materia Medica, Nanjing University
of Chinese Medicine, Nanjing 210023, China
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Hui Hou
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Sulin Zhang
- Drug
Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy
of Sciences, Shanghai 201203, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Hao Guo
- Birdo
(Shanghai) Pharmatech Co., Ltd, Shanghai 201318, China
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6
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Chong Y, Xu S, Liu T, Guo P, Wang X, He D, Zhu G. Curcumin Inhibits Vasculogenic Mimicry via Regulating ETS-1 in Renal Cell Carcinoma. Curr Cancer Drug Targets 2024; 24:1031-1046. [PMID: 38299401 DOI: 10.2174/0115680096277126240102060617] [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: 08/26/2023] [Revised: 11/07/2023] [Accepted: 11/13/2023] [Indexed: 02/02/2024]
Abstract
BACKGROUND Metastatic renal cell carcinoma (RCC) poses a huge challenge once it has become resistant to targeted therapy. Vasculogenic mimicry (VM) is a novel blood supply system formed by tumor cells that can circumvent molecular targeted therapies. As one of the herbal remedies, curcumin has been demonstrated to play antineoplastic effects in many different types of human cancers; however, its function and mechanism of targeting VM in RCC remains unknown. OBJECTIVE Here, in the work, we explored the role of curcumin and its molecular mechanism in the regulation of VM formation in RCC. METHODS RNA-sequencing analysis, immunoblotting, and immunohistochemistry were used to detect E Twenty Six-1(ETS-1), vascular endothelial Cadherin (VE-Cadherin), and matrix metallopeptidase 9 (MMP9) expressions in RCC cells and tissues. RNA sequencing was used to screen the differential expressed genes. Plasmid transfections were used to transiently knock down or overexpress ETS-1. VM formation was determined by tube formation assay and animal experiments. CD31-PAS double staining was used to label the VM channels in patients and xenograft samples. RESULTS Our results demonstrated that VM was positively correlated with RCC grades and stages using clinical patient samples. Curcumin inhibited VM formation in dose and time-dependent manner in vitro. Using RNA-sequencing analysis, we discovered ETS-1 as a potential transcriptional factor regulating VM formation. Knocking down or overexpression of ETS-1 decreased or increased the VM formation, respectively and regulated the expression of VE-Cadherin and MMP9. Curcumin could inhibit VM formation by suppressing ETS-1, VE-Cadherin, and MMP9 expression both in vitro and in vivo. CONCLUSION Our finding might indicate that curcumin could inhibit VM by regulating ETS-1, VE-Cadherin, and MMP9 expression in RCC cell lines. Curcumin could be considered as a potential anti-cancer compound by inhibiting VM in RCC progression.
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MESH Headings
- Carcinoma, Renal Cell/drug therapy
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/metabolism
- Humans
- Curcumin/pharmacology
- Proto-Oncogene Protein c-ets-1/metabolism
- Proto-Oncogene Protein c-ets-1/genetics
- Kidney Neoplasms/drug therapy
- Kidney Neoplasms/pathology
- Kidney Neoplasms/metabolism
- Animals
- Mice
- Neovascularization, Pathologic/drug therapy
- Neovascularization, Pathologic/metabolism
- Xenograft Model Antitumor Assays
- Mice, Nude
- Male
- Gene Expression Regulation, Neoplastic/drug effects
- Female
- Matrix Metalloproteinase 9/metabolism
- Matrix Metalloproteinase 9/genetics
- Cadherins/metabolism
- Cadherins/genetics
- Cell Line, Tumor
- Mice, Inbred BALB C
- Cell Proliferation/drug effects
- Antigens, CD
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Affiliation(s)
- Yue Chong
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Shan Xu
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Tianjie Liu
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Peng Guo
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Xinyang Wang
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Dalin He
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
| | - Guodong Zhu
- Department of Urology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
- Oncology Research Laboratory, Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi'an, 710061, China
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an Jiaotong University, Xi'an, 710061, China
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7
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Hong SH, Lee YJ, Jang EB, Hwang HJ, Kim ES, Son DH, Park SY, Moon HS, Yoon YE. Therapeutic Efficacy of YM155 to Regulate an Epigenetic Enzyme in Major Subtypes of RCC. Int J Mol Sci 2023; 25:216. [PMID: 38203388 PMCID: PMC10779260 DOI: 10.3390/ijms25010216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 11/25/2023] [Accepted: 11/28/2023] [Indexed: 01/12/2024] Open
Abstract
Renal cell carcinoma (RCC) is the most common type of kidney cancer and includes more than 10 subtypes. Compared to the intensively investigated clear cell RCC (ccRCC), the underlying mechanisms and treatment options of other subtypes, including papillary RCC (pRCC) and chromogenic RCC (chRCC), are limited. In this study, we analyzed the public databases for ccRCC, pRCC, and chRCC and found that BIRC5 was commonly overexpressed in a large cohort of pRCC and chRCC patients as well as ccRCC and was closely related to the progression of RCCs. We investigated the potential of BIRC5 as a therapeutic target for these three types of RCCs. Loss and gain of function studies showed the critical role of BIRC5 in cancer growth. YM155, a BIRC5 inhibitor, induced a potent tumor-suppressive effect in the three types of RCC cells and xenograft models. To determine the mechanism underlying the anti-tumor effects of YM155, we examined epigenetic modifications in the BIRC5 promoter and found that histone H3 lysine 27 acetylation (H3K27Ac) was highly enriched on the promoter region of BIRC5. Chromatin-immunoprecipitation analysis revealed that H3K27Ac enrichment was significantly decreased by YM155. Immunohistochemistry of xenografted tissue showed that overexpression of BIRC5 plays an important role in malignancy in RCC. Furthermore, high expression of P300 was significantly associated with the progression of RCC. Our findings demonstrate the P300-H3K27Ac-BIRC5 cascade in three types of RCC and provide a therapeutic path for future research on RCC.
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Affiliation(s)
- Seong Hwi Hong
- Department of Urology, Hanyang University College of Medicine, Seoul 04763, Republic of Korea; (S.H.H.); (Y.J.L.); (S.Y.P.); (H.S.M.)
| | - Young Ju Lee
- Department of Urology, Hanyang University College of Medicine, Seoul 04763, Republic of Korea; (S.H.H.); (Y.J.L.); (S.Y.P.); (H.S.M.)
| | - Eun Bi Jang
- Department of Translational Medicine, Hanyang University Graduate School of Biomedical Science & Engineering, Seoul 04763, Republic of Korea; (E.B.J.); (H.J.H.); (E.S.K.); (D.H.S.)
| | - Hyun Ji Hwang
- Department of Translational Medicine, Hanyang University Graduate School of Biomedical Science & Engineering, Seoul 04763, Republic of Korea; (E.B.J.); (H.J.H.); (E.S.K.); (D.H.S.)
| | - Eun Song Kim
- Department of Translational Medicine, Hanyang University Graduate School of Biomedical Science & Engineering, Seoul 04763, Republic of Korea; (E.B.J.); (H.J.H.); (E.S.K.); (D.H.S.)
| | - Da Hyeon Son
- Department of Translational Medicine, Hanyang University Graduate School of Biomedical Science & Engineering, Seoul 04763, Republic of Korea; (E.B.J.); (H.J.H.); (E.S.K.); (D.H.S.)
| | - Sung Yul Park
- Department of Urology, Hanyang University College of Medicine, Seoul 04763, Republic of Korea; (S.H.H.); (Y.J.L.); (S.Y.P.); (H.S.M.)
| | - Hong Sang Moon
- Department of Urology, Hanyang University College of Medicine, Seoul 04763, Republic of Korea; (S.H.H.); (Y.J.L.); (S.Y.P.); (H.S.M.)
| | - Young Eun Yoon
- Department of Urology, Hanyang University College of Medicine, Seoul 04763, Republic of Korea; (S.H.H.); (Y.J.L.); (S.Y.P.); (H.S.M.)
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8
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Suciu V, El Chamieh C, Soufan R, Mathieu MC, Balleyguier C, Delaloge S, Balogh Z, Scoazec JY, Chevret S, Vielh P. Real-World Diagnostic Accuracy of the On-Site Cytopathology Advance Report (OSCAR) Procedure Performed in a Multidisciplinary One-Stop Breast Clinic. Cancers (Basel) 2023; 15:4967. [PMID: 37894334 PMCID: PMC10605571 DOI: 10.3390/cancers15204967] [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: 07/09/2023] [Revised: 08/19/2023] [Accepted: 09/24/2023] [Indexed: 10/29/2023] Open
Abstract
Fine-needle aspiration (FNA) cytology has been widely used for the diagnosis of breast cancer lesions with the objective of differentiating benign from malignant masses. However, the occurrence of unsatisfactory samples and false-negative rates remains a matter of concern. Major improvements have been made thanks to the implementation of rapid on-site evaluation (ROSE) in multidisciplinary and integrated medical settings such as one-stop clinics (OSCs). In these settings, clinical and radiological examinations are combined with a morphological study performed by interventional pathologists. The aim of our study was to assess the diagnostic accuracy of the on-site cytopathology advance report (OSCAR) procedure on breast FNA cytologic samples in our breast OSC during the first three years (April 2004 till March 2007) of its implementation. To this goal, we retrospectively analyzed a series of 1820 breast masses (1740 patients) radiologically classified according to the American College of Radiology (ACR) BI-RADS lexicon (67.6% being either BI-RADS 4 or 5), sampled by FNA and immediately diagnosed by cytomorphology. The clinicoradiological, cytomorphological, and histological characteristics of all consecutive patients were retrieved from the hospital computerized medical records prospectively registered in the central information system. Histopathological analysis and ultrasound (US) follow-up (FU) were the reference diagnostic tests of the study design. In brief, we carried out either a histopathological verification or an 18-month US evaluation when a benign cytology was concordant with the components of the triple test. Overall, histology was available for 1138 masses, whereas 491 masses were analyzed at the 18-month US-FU. FNA specimens were morphologically nondiagnostic in 3.1%, false negatives were observed in 1.5%, and there was only one false positive (0.06%). The breast cancer prevalence was 62%. Diagnostic accuracy measures of the OSCAR procedure with their 95% confidence intervals (95% CI) were the following: sensitivity (Se) = 97.4% (96.19-98.31); specificity (Sp) = 94.98% (92.94-96.56); positive predictive value (PPV) = 96.80% (95.48-97.81); negative predictive value (NPV) = 95.91% (94.02-97.33); positive likelihood ratio (LR+) = 19.39 (13.75-27.32); negative predictive ratio (LR-) = 0.03 (0.02-0.04), and; accuracy = 96.45% (95.42-97.31). The respective positive likelihood ratio (LR+) for each of the four categories of cytopathological diagnoses (with their 95% CI) which are malignant, suspicious, benign, and nondiagnostic were 540 (76-3827); 2.69 (1.8-3.96); 0.03 (0.02-0.04); and 0.37 (0.2-0.66), respectively. In conclusion, our study demonstrates that the OSCAR procedure is a highly reliable diagnostic approach and a perfect test to select patients requiring core-needle biopsy (CNB) when performed by interventional cytopathologists in a multidisciplinary and integrated OSC setting. Besides drastically limiting the rate of nondiagnostic specimens and diagnostic turn-around time, OSCAR is an efficient and powerful first-line diagnostic approach for patient-centered care.
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Affiliation(s)
- Voichita Suciu
- Gustave Roussy, Université Paris-Saclay, 94805 Villejuif, France
| | - Carolla El Chamieh
- Department of Biostatistics and Medical Information, INSERM UMR1153 ECSTRRA Team, Hôpital Saint Louis, AP-HP, 75010 Paris, France
| | - Ranya Soufan
- Gustave Roussy, Université Paris-Saclay, 94805 Villejuif, France
| | | | | | - Suzette Delaloge
- Gustave Roussy, Université Paris-Saclay, 94805 Villejuif, France
| | - Zsofia Balogh
- Gustave Roussy, Université Paris-Saclay, 94805 Villejuif, France
| | | | - Sylvie Chevret
- Department of Biostatistics and Medical Information, INSERM UMR1153 ECSTRRA Team, Hôpital Saint Louis, AP-HP, 75010 Paris, France
| | - Philippe Vielh
- Gustave Roussy, Université Paris-Saclay, 94805 Villejuif, France
- Medipath and American Hospital of Paris, 92200 Paris, France
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9
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Dani KA, Rich JM, Kumar SS, Cen H, Duddalwar VA, D’Souza A. Comprehensive Systematic Review of Biomarkers in Metastatic Renal Cell Carcinoma: Predictors, Prognostics, and Therapeutic Monitoring. Cancers (Basel) 2023; 15:4934. [PMID: 37894301 PMCID: PMC10605584 DOI: 10.3390/cancers15204934] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 09/30/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Challenges remain in determining the most effective treatment strategies and identifying patients who would benefit from adjuvant or neoadjuvant therapy in renal cell carcinoma. The objective of this review is to provide a comprehensive overview of biomarkers in metastatic renal cell carcinoma (mRCC) and their utility in prediction of treatment response, prognosis, and therapeutic monitoring in patients receiving systemic therapy for metastatic disease. METHODS A systematic literature search was conducted using the PubMed database for relevant studies published between January 2017 and December 2022. The search focused on biomarkers associated with mRCC and their relationship to immune checkpoint inhibitors, targeted therapy, and VEGF inhibitors in the adjuvant, neoadjuvant, and metastatic settings. RESULTS The review identified various biomarkers with predictive, prognostic, and therapeutic monitoring potential in mRCC. The review also discussed the challenges associated with anti-angiogenic and immune-checkpoint monotherapy trials and highlighted the need for personalized therapy based on molecular signatures. CONCLUSION This comprehensive review provides valuable insights into the landscape of biomarkers in mRCC and their potential applications in prediction of treatment response, prognosis, and therapeutic monitoring. The findings underscore the importance of incorporating biomarker assessment into clinical practice to guide treatment decisions and improve patient outcomes in mRCC.
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Affiliation(s)
- Komal A. Dani
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA;
| | - Joseph M. Rich
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA;
| | - Sean S. Kumar
- Eastern Virginia Medical School, Norfolk, VA 23507, USA;
- Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90033, USA
| | - Harmony Cen
- University of Southern California, Los Angeles, CA 90033, USA;
| | - Vinay A. Duddalwar
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA;
- Institute of Urology, University of Southern California, Los Angeles, CA 90033, USA
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Anishka D’Souza
- Department of Medical Oncology, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90033, USA
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10
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Tang W, Shi Z, Zhu Y, Shan Z, Jiang A, Wang A, Chen M, Bao Y, Ju G, Xu W, Wang J. Comprehensive analysis of the prognosis and immune infiltration of TMC family members in renal clear cell carcinoma. Sci Rep 2023; 13:11668. [PMID: 37468683 DOI: 10.1038/s41598-023-38914-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 07/17/2023] [Indexed: 07/21/2023] Open
Abstract
Renal cancer is a common malignancy of the urinary system, and renal clear cell carcinoma (RCCC) is the most common pathological type. Transmembrane channel-like (TMC) protein is an evolutionarily conserved gene family containing 8 members, however there is still a lack of comprehensive analysis about TMC family members in RCCC. In this study, we analyzed the expression of TMC family members in RCCC from TCGA and investigated the prognosis values and immune infiltration of TMC family members in RCCC. We found that TMC2, TMC3, TMC5, TMC7 and TMC8 were significantly related with overall survival (OS) of RCCC patients. TMC3, TMC6, and TMC8 was positively correlated with the degree of immune infiltration in RCCC. TMC2, TMC6, TMC7, and TMC8 were positively correlated with immune checkpoint genes, whereas TMC4 was negative. According to KEGG and GO analysis, almost all TMCs except TMC4 were involved in the immune response. Thus, we may regard the TMC family members as novel biomarkers to predict potential prognosis and immunotherapeutic response in RCCC patients.
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Affiliation(s)
- Wenbin Tang
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China
| | - Zhiyuan Shi
- Department of Urology, School of Medicine, Xiang'an Hospital of Xiamen University, Xiamen University, NO. 4221 Xiang'an South Road, Xiamen, 361101, Fujian Province, China
| | - Yasheng Zhu
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China
| | - Zhengda Shan
- School of Medicine, Sun Yat-Sen University, NO. 66 Gongchang Road, Shenzhen, 518107, Guangdong Province, China
| | - Aimin Jiang
- Department of Urology, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Shanghai, 200082, China
| | - Anbang Wang
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China
| | - Ming Chen
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China
| | - Yi Bao
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China
| | - Guanqun Ju
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China
| | - Weidong Xu
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China.
| | - Junkai Wang
- Department of Urology, Changzheng Hospital, Naval Medical University, NO. 415 Fengyang Road, Shanghai, 200003, China.
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11
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Wang J, Wan H, Mi Y, Wu S, Li J, Zhu L. TROAP Promotes the Proliferation, Migration, and Metastasis of Kidney Renal Clear Cell Carcinoma with the Help of STAT3. Int J Mol Sci 2023; 24:9658. [PMID: 37298609 PMCID: PMC10253451 DOI: 10.3390/ijms24119658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 05/29/2023] [Accepted: 05/31/2023] [Indexed: 06/12/2023] Open
Abstract
Kidney renal clear cell carcinoma (KIRC) is a subtype of renal cell carcinoma that threatens human health. The mechanism by which the trophinin-associated protein (TROAP)-an important oncogenic factor-functions in KIRC has not been studied. This study investigated the specific mechanism by which TROAP functions in KIRC. TROAP expression in KIRC was analyzed using the RNAseq dataset from the Cancer Genome Atlas (TCGA) online database. The Mann-Whitney U test was used to analyze the expression of this gene from clinical data. The Kaplan-Meier method was used for the survival analysis of KIRC. The expression level of TROAP mRNA in the cells was detected using qRT-PCR. The proliferation, migration, apoptosis, and cell cycle of KIRC were detected using Celigo, MTT, wound healing, cell invasion assay, and flow cytometry. A mouse subcutaneous xenograft experiment was designed to demonstrate the effect of TROAP expression on KIRC growth in vivo. To further investigate the regulatory mechanism of TROAP, we performed co-immunoprecipitation (CO-IP) and shotgun liquid chromatography-tandem mass spectrometry (LC-MS). TCGA-related bioinformatics analysis showed that TROAP was significantly overexpressed in KIRC tissues and was related to higher T and pathological stages, and a poor prognosis. The inhibition of TROAP expression significantly reduced the proliferation of KIRC, affected the cell cycle, promoted cell apoptosis, and reduced cell migration and invasion. The subcutaneous xenograft experiments showed that the size and weight of the tumors in mice were significantly reduced after TROAP-knockdown. CO-IP and post-mass spectrometry bioinformatics analyses revealed that TROAP may combine with signal transducer and activator of transcription 3 (STAT3) to achieve tumor progression in KIRC; this was verified by functional recovery experiments. TROAP may regulate KIRC proliferation, migration, and metastasis by binding to STAT3.
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Affiliation(s)
- Jun Wang
- Department of Urology, Affiliated Hospital of Jiangnan University, Wuxi 214122, China (Y.M.)
- Department of Urology, First Affiliated Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Hongyuan Wan
- Department of Urology, Affiliated Hospital of Jiangnan University, Wuxi 214122, China (Y.M.)
- Wuxi Medical College, Jiangnan University, Wuxi 214122, China
| | - Yuanyuan Mi
- Department of Urology, Affiliated Hospital of Jiangnan University, Wuxi 214122, China (Y.M.)
| | - Sheng Wu
- Department of Urology, Affiliated Hospital of Jiangnan University, Wuxi 214122, China (Y.M.)
| | - Jie Li
- Department of Urology, First Affiliated Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Lijie Zhu
- Department of Urology, Affiliated Hospital of Jiangnan University, Wuxi 214122, China (Y.M.)
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12
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Lee JH, Kim YJ, Ryu HW, Shin SW, Kim EJ, Shin SH, Park JY, Kim SY, Hwang CS, Na JY, Shin DH, Kim JY, Lee HJ. B7-H3 expression is associated with high PD-L1 expression in clear cell renal cell carcinoma and predicts poor prognosis. Diagn Pathol 2023; 18:36. [PMID: 36894965 PMCID: PMC9996938 DOI: 10.1186/s13000-023-01320-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/27/2023] [Indexed: 03/11/2023] Open
Abstract
BACKGROUND Clear cell Renal cell carcinoma (ccRCC) is an immunogenic tumor. B7 family members, such as CTLA-4, PD-1, and PD-L1, are the main components of immune checkpoints that regulate various immune responses. Specifically, B7-H3 regulates T cell-mediated immune responses against cancer. This study aimed to analyze the association between B7-H3 and CTLA-4 expression and the prognostic factors of ccRCC to provide a basis for their potential use as predictive factors and in immunotherapy. METHODS Formalin-fixed paraffin-embedded specimens were obtained from 244 ccRCC patients, and B7-H3, CTLA-4, and PD-L1 expressions were evaluated using immunohistochemical staining. RESULTS B7-H3 and CTLA-4 were positive in 73 (29.9%) and 57 (23.4%) of the 244 patients, respectively. B7-H3 expression was significantly associated with PD-L1 expression (P < 0.0001); however, CTLA-4 expression was not (P = 0.842). Kaplan-Meier analysis showed that positive B7-H3 expression was associated with poor progression-free survival (PFS) (P < 0.0001), whereas CTLA-4 expression was not (P = 0.457). Multivariate analysis revealed that B7-H3 was correlated with poor PFS (P = 0.031), whereas CTLA-4 was not (P = 0.173). CONCLUSIONS To the best of our knowledge, this study is the first to investigate B7-H3 and PD-L1 expression and survival in ccRCC. B7-H3 expression is an independent prognostic factor for ccRCC. Furthermore, multiple immune cell inhibitory targets, such as B7-H3 and PD-L1, can be used for therapeutic tumor regression in a clinical setting.
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Affiliation(s)
- Jung Hee Lee
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Yong Jun Kim
- School of Medicine, Pusan National University, Yangsan, South Korea
| | - Hyun Woo Ryu
- School of Medicine, Pusan National University, Yangsan, South Korea
| | - Seung Won Shin
- School of Medicine, Pusan National University, Yangsan, South Korea
| | - Eun Ji Kim
- School of Medicine, Pusan National University, Yangsan, South Korea
| | - So Hyun Shin
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Joon Young Park
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - So Young Kim
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Chung Su Hwang
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Joo-Young Na
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Dong Hoon Shin
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Jee Yeon Kim
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea
| | - Hyun Jung Lee
- Department of Pathology, Pusan National University Yangsan Hospital, Beomeo-ri, Mulgeum-eup, Yangsan, 50612, South Korea. .,The Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yang San, South Korea.
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13
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Li Q, Xiao X, Chen B, Song G, Zeng K, Li B, Miao J, Liu C, Luan Y, Liu B. A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma. Front Oncol 2022; 12:964838. [PMID: 36313627 PMCID: PMC9597358 DOI: 10.3389/fonc.2022.964838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/26/2022] [Indexed: 11/30/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is a prevalent urinary malignancy. Despite the recent development of better diagnostic tools and therapy, the five-year survival rate for individuals with advanced and metastatic ccRCC remains dismal. Unfortunately, ccRCC is less susceptible to radiation and chemotherapy. Consequently, targeted therapy and immunotherapy play a crucial role in the treatment of ccRCC. Enhancer RNAs (eRNAs) are noncoding RNAs transcribed by enhancers. Extensive research has shown that eRNAs are implicated in a variety of cancer signaling pathways. However, the biological functions of eRNAs have not been systematically investigated in ccRCC. In this study, we conducted a comprehensive investigation of the role of eRNAs in the onset and management of ccRCC. Patient prognosis-influencing eRNAs and target genes were chosen to construct a predictive signature. On the basis of the median riskscore, ccRCC patients were split into high- and low-risk subgroups. The prediction efficiency was assessed in several cohorts, and multi-omics analysis was carried out to investigate the differences and underlying mechanisms between the high- and low-risk groups. In addition, we investigated its potential to facilitate clinical treatment choices. The riskscore might be used to forecast a patient’s response to immunotherapy and targeted therapy, giving a revolutionary method for selecting treatment regimens with pinpoint accuracy.
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Affiliation(s)
- Qinyu Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xueyan Xiao
- Department of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Bingliang Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Guoda Song
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kai Zeng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Beining Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jianping Miao
- Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chaofan Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Bo Liu, ; Yang Luan, ; Chaofan Liu,
| | - Yang Luan
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Bo Liu, ; Yang Luan, ; Chaofan Liu,
| | - Bo Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Bo Liu, ; Yang Luan, ; Chaofan Liu,
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14
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Wang Y, Feng YC, Gan Y, Teng L, Wang L, La T, Wang P, Gu Y, Yan L, Li N, Zhang L, Wang L, Thorne RF, Zhang XD, Cao H, Shao FM. LncRNA MILIP links YBX1 to translational activation of Snai1 and promotes metastasis in clear cell renal cell carcinoma. J Exp Clin Cancer Res 2022; 41:260. [PMID: 36028903 PMCID: PMC9414127 DOI: 10.1186/s13046-022-02452-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 07/28/2022] [Indexed: 12/25/2022] Open
Abstract
Abstract
Background
Distant metastasis is the major cause of clear cell renal cell carcinoma (ccRCC)-associated mortality. However, molecular mechanisms involved in ccRCC metastasis remain to be fully understood. With the increasing appreciation of the role of long non-coding RNAs (lncRNAs) in cancer development, progression, and treatment resistance, the list of aberrantly expressed lncRNAs contributing to ccRCC pathogenesis is expanding rapidly.
Methods
Bioinformatics analysis was carried out to interrogate publicly available ccRCC datasets. In situ hybridization and qRT-PCR assays were used to test lncRNA expression in human ccRCC tissues and cell lines, respectively. Chromatin immunoprecipitation and luciferase reporter assays were used to examine transcriptional regulation of gene expression. Wound healing as well as transwell migration and invasion assays were employed to monitor ccRCC cell migration and invasion in vitro. ccRCC metastasis was also examined using mouse models in vivo. RNA pulldown and RNA immunoprecipitation were performed to test RNA–protein associations, whereas RNA-RNA interactions were tested using domain-specific chromatin isolation by RNA purification.
Results
MILIP expression was upregulated in metastatic compared with primary ccRCC tissues. The increased MILIP expression in metastatic ccRCC cells was driven by the transcription factor AP-2 gamma (TFAP2C). Knockdown of MILIP diminished the potential of ccRCC cell migration and invasion in vitro and reduced the formation of ccRCC metastatic lesions in vivo. The effect of MILIP on ccRCC cells was associated with alterations in the expression of epithelial-to-mesenchymal transition (EMT) hallmark genes. Mechanistically, MILIP formed an RNA-RNA duplex with the snail family transcriptional repressor 1 (Snai1) mRNA and bound to Y-box binding protein 1 (YBX1). This promoted the association between the YBX1 protein and the Snai1 mRNA, leading to increased translation of the latter. Snai1 in turn played an important role in MILIP-driven ccRCC metastasis.
Conclusions
The TFAP2C-responsive lncRNA MILIP drives ccRCC metastasis. Targeting MILIP may thus represent a potential avenue for ccRCC treatment.
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15
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Li F, Peng X, Zhou J, Chen Q, Chen Y. Aberrant MEK5 signalling promotes clear cell renal cell carcinoma development via mTOR activation. J Cancer Res Clin Oncol 2022; 148:3257-3266. [PMID: 35713705 DOI: 10.1007/s00432-022-04058-2] [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: 11/17/2021] [Accepted: 05/09/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE This study was designed to evaluate the role and expression of MEK5 signalling in clear cell renal cell carcinoma (ccRCC) and to determine the relevance of MEK5 and mTOR signalling in ccRCC. METHODS The expression of MEK5 was compared between ccRCC and normal tissues using the ONCOMINE and TCGA databases. MEK5 expression was evaluated in 14 human ccRCC samples. CCK8, wound-healing, and clone formation assays were performed to examine the cell proliferation, migration, and clone formation abilities of ccRCC cells treated with MEK5 and the inhibitor BIX02189. Furthermore, Western blotting was performed to verify the regulation and influence of MEK5 on the mTOR signalling pathway. Finally, a murine subcutaneous tumour model was constructed, and the effect and safety of BIX02189 were evaluated in vivo. RESULTS The ONCOMINE and TCGA databases indicated that MEK5 expression in ccRCC was significantly higher than that in normal tissues, which was further confirmed in clinical specimens. MEK5 knockdown markedly inhibited ccRCC cell proliferation, colony formation, and migration, whereas MEK5 overexpression resulted in the opposite results. Western blotting revealed that overexpression of MEK5 could further activate the mTOR signalling pathway. Moreover, the MEK5 inhibitor BIX02189 significantly inhibited cell proliferation, arrested the cell cycle in the G0/G1 phase, induced apoptosis, and effectively inhibited cell migration and clone formation. BIX02189 also showed an excellent antitumor effect and a favourable safety profile in murine models. CONCLUSIONS MEK5 expression was aberrantly increased in ccRCC, which activated the mTOR signalling pathway and regulated cell proliferation, cell cycle progression, migration, and clone formation in ccRCC. Targeted inhibition of MEK5 represents a promising new strategy in patients with ccRCC.
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Affiliation(s)
- Fangzhou Li
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, No.1630 Dong Fang Road, Shanghai, 200127, China
| | - Xufeng Peng
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, No.1630 Dong Fang Road, Shanghai, 200127, China
| | - Jiale Zhou
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, No.1630 Dong Fang Road, Shanghai, 200127, China
| | - Qi Chen
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, No.1630 Dong Fang Road, Shanghai, 200127, China.
| | - Yonghui Chen
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, No.1630 Dong Fang Road, Shanghai, 200127, China.
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16
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Xu ZB, Gan MF, Yu HY, Mo LC, Xia YH, Yu QX, Zheng JM. The Significance of INHBE Expression in the Cancer Cells of Clear-Cell Renal Cell Carcinoma. Urol Int 2021; 106:376-386. [PMID: 34515260 DOI: 10.1159/000518161] [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: 01/29/2021] [Accepted: 06/22/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Activins and inhibins are structurally related dimeric glycoprotein hormones belonging to the transforming growth factor-β superfamily but whether they are also involved in malignancy is far from clear. No study has reported the expression of INHBE in kidney cancer. The purpose of this study was to examine the expressions of INHBE in the tumor tissue of patients with clear-cell renal cell carcinoma (ccRCC) and to explore the pathologic significance. METHODS The INHBE mRNA expression in the tumor tissue of ccRCC patients was analyzed by using RNA sequencing data from the TCGA database. To examine the expression of inhibin βE protein, 241 ccRCC patients were recruited and immunohistochemistry was performed on the tumor tissue of these patients along with 39 normal renal samples. The association between the inhibin βE expression level and patient's clinicopathological indices was evaluated. RESULTS In the normal renal tissue, inhibin βE was found to be expressed mainly by renal tubular epithelial cells. In the tumor tissue, inhibin βE was expressed mainly in cancer cells. The expressions of INHBE mRNA and protein in the tumor tissue of ccRCC patients increased significantly compared with those in normal renal samples. There was a significant correlation between the level of inhibin βE in the tumor tissue and tumor grade. Patients with a lower inhibin βE expression in the tumor tissue were found to have a longer overall survival and disease-specific survival. CONCLUSIONS INHBE might be involved in the pathogenesis of ccRCC and function as a tumor promoter.
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Affiliation(s)
- Zi-Bin Xu
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Mei-Fu Gan
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Hong-Yuan Yu
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Li-Cai Mo
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Yu-Hui Xia
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Qing-Xin Yu
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Jing-Min Zheng
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China.,Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
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17
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Zheng JM, Gan MF, Yu HY, Ye LX, Yu QX, Xia YH, Zhou HX, Bao JQ, Guo YQ. KDF1, a Novel Tumor Suppressor in Clear Cell Renal Cell Carcinoma. Front Oncol 2021; 11:686678. [PMID: 34136411 PMCID: PMC8201614 DOI: 10.3389/fonc.2021.686678] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 05/05/2021] [Indexed: 01/18/2023] Open
Abstract
KDF1 has been identified as a key regulator of epidermal proliferation and differentiation, but it is unknown whether KDF1 is involved in the pathogenesis of malignancy. No study has reported the expression and function of KDF1 in renal cancer. To explore the pathologic significance of KDF1 in clear cell renal cell carcinoma (ccRCC), the expression level of KDF1 protein in the tumor tissue of ccRCC patients was examined by immunohistochemistry and Western blot while the expression level of KDF1 mRNA was analyzed by using the data from TCGA database. In vitro cell experiments and allogeneic tumor transplantation tests were performed to determine the effects of altered KDF1 expression on the phenotype of ccRCC cells. Both the KDF1 mRNA and protein were found to be decreasingly expressed in the tumor tissue of ccRCC patients when compared with the adjacent non-tumor control tissue. The expression level of KDF1 in the tumor tissue was found to correlate negatively with the tumor grade. Patients with higher KDF1 in the tumor tissue were found to have longer overall survival and disease-specific survival time. KDF1 was shown to be an independent factor influencing the disease-specific survival of the ccRCC patients. Overexpression of KDF1 was found to inhibit the proliferation, migration and invasion of ccRCC cells, which could be reversed by decreasing the expression of KDF1 again. ccRCC cells with KDF1 overexpression were found to produce smaller transgrafted tumors. These results support the idea that KDF1 is involved in ccRCC and may function as a tumor suppressor.
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Affiliation(s)
- Jing-Min Zheng
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China.,Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Mei-Fu Gan
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Hong-Yuan Yu
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Lu-Xia Ye
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Qing-Xin Yu
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Yu-Hui Xia
- Department of Pathology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Han-Xi Zhou
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Jia-Qian Bao
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
| | - Yi-Qing Guo
- Department of Urology, Taizhou Hospital, Wenzhou Medical University, Linhai, China
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18
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de Silva S, Lockhart KR, Aslan P, Nash P, Hutton A, Malouf D, Lee D, Cozzi P, MacLean F, Thompson J. The diagnostic utility of diffusion weighted MRI imaging and ADC ratio to distinguish benign from malignant renal masses: sorting the kittens from the tigers. BMC Urol 2021; 21:67. [PMID: 33888122 PMCID: PMC8063409 DOI: 10.1186/s12894-021-00832-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 03/15/2021] [Indexed: 12/18/2022] Open
Abstract
Background MRI is playing an increasing role in risk stratification and non-invasive diagnosis of the undifferentiated small renal mass. This study was designed to assess the reliability of MRI in diagnostic evaluation of renal masses, specifically characterising lesions with diffusion weighted imaging (DWI) and apparent diffusion coefficient (ADC) values. Methods This is a retrospective analysis of patients undergoing MRI as part of their clinical workup for a renal mass suspicious for renal cell carcinoma (RCC) on CT or ultrasound followed by biopsy and/or surgical excision. All cases were conducted on 3 Tesla MRI, with conventional breath-held sequences, DWI and dynamic contrast enhanced phases. Tumour regions of interest were evaluated on ADC maps and compared with T2 weighted and post-contrast images. Results Of the 66 renal tumours included, 33 (50.0%) were Clear Cell RCC, 11 (16.7%) were Oncocytoma, nine (13.6%) were Angiomyolipoma (AML), nine (13.6%) were Papillary RCC and four (6.1%) were Chromophobe RCC. Oncocytoma had the largest ADC values, significantly larger than AMLs and all RCC subtypes (p < 0.001). The average ADC value was also significantly larger in Clear Cell RCCs compared to AMLs, and other RCC subtypes (p < 0.001). Conclusions MRI with DWI/ADC imaging may aid the differentiation of oncocytomas from RCCs and stratify RCC subtypes, Further studies are required to validate these findings. Trial registration: Not applicable/retrospective study.
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Affiliation(s)
- Suresh de Silva
- Faculty of Medicine, University of NSW, Kensington, NSW, Australia. .,Department of Radiology, I-MED Radiology Network, Sydney, Australia.
| | | | - Peter Aslan
- Department of Urology, St George Hospital, Kogarah, NSW, Australia
| | - Peter Nash
- Department of Urology, St George Hospital, Kogarah, NSW, Australia
| | - Anthony Hutton
- Faculty of Medicine, University of NSW, Kensington, NSW, Australia.,Department of Urology, St George Hospital, Kogarah, NSW, Australia
| | - David Malouf
- Department of Urology, St George Hospital, Kogarah, NSW, Australia
| | - Dominic Lee
- Department of Urology, St George Hospital, Kogarah, NSW, Australia
| | - Paul Cozzi
- Hurstville Private Hospital, Hurstville, NSW, Australia
| | - Fiona MacLean
- Department of Anatomical Pathology, Sonic Healthcare, Ryde, NSW, Australia
| | - James Thompson
- Faculty of Medicine, University of NSW, Kensington, NSW, Australia.,Department of Urology, St George Hospital, Kogarah, NSW, Australia
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19
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Deng T, He Z, Duan X, Gu D, Cai C, Wu W, Liu Y, Zeng G. STAM Prolongs Clear Cell Renal Cell Carcinoma Patients' Survival via Inhibiting Cell Growth and Invasion. Front Oncol 2021; 11:611081. [PMID: 33959493 PMCID: PMC8093442 DOI: 10.3389/fonc.2021.611081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 02/18/2021] [Indexed: 01/04/2023] Open
Abstract
Background: Signal transducing adaptor molecule 1 (STAM1) was considered to mediate cell growth and be involved in multiple signaling pathways; however, no research on the role of STAM1 in any tumors has been published yet. Our study aimed to investigate the prognostic value of STAM1 for clear cell renal cell carcinoma (ccRCC) and its role in modulating cancer cell function. Methods: Data from The Cancer Genome Atlas (TCGA) in December 2019 were used to examine the role of STAM1 in indicating ccRCC patients' survival. A purchased tissue microarray (TM) and fresh ccRCC renal tissues were used for further validation. Then, STAM1 was overexpressed in human ccRCC cell lines for in vitro assays. Finally, bioinformatics was performed for STAM1 protein–protein interaction (PPI) network construction and functional analyses. Results: A total of 539 ccRCC and 72 control samples were included for the TCGA cohort, and 149 ccRCC and 29 control slices were included for the TM cohort. In the TCGA and TM cohorts, we found that STAM1 expression was lower in ccRCC compared with normal adjacent non-cancerous renal tissues (P < 0.0001 for both cohorts). STAM1 downregulation was also related to significantly shorter overall survival (OS) (P < 0.0001 for both cohorts). In the TCGA cohort, reduced STAM1 expression was also associated with aggressive features of the tumor. Under multivariate analyses, STAM1 was demonstrated to be an independent prognostic factor for ccRCC survival in both TCGA (HR = 0.52, 95% CI: 0.33–0.84, P = 0.007) and TM cohorts (HR = 0.12, 95% CI: 0.04–0.32, P < 0.001). Our in vitro experiments showed that STAM1 inhibited cell viability, invasion, and migration in ccRCC cell lines. In PPI network, 10 candidate genes categorized into five biological processes were found to be closely related to STAM1. Conclusion: STAM1 is a promising prognostic biomarker for predicting ccRCC survival outcomes. Preliminary pathogenesis is demonstrated by our in vitro experiments. Further pathological mechanisms of STAM1 in modulating ccRCC require comprehensive laboratory and clinical studies.
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Affiliation(s)
- Tuo Deng
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Zihao He
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Xiaolu Duan
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Di Gu
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Chao Cai
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Wenqi Wu
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Yongda Liu
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Guohua Zeng
- Department of Urology and Guangdong Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
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20
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Ellis SD, Meikle A, Al-Salti W, Sinclair G. Rare case of clear cell renal cell carcinoma presenting as a unilateral tonsil lesion. BMJ Case Rep 2020; 13:13/12/e237941. [PMID: 33303501 DOI: 10.1136/bcr-2020-237941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
A 70-year-old man presented with gradually worsening throat discomfort. He had no prior diagnosis of cancer and no travel history of note. Examination revealed a right-sided painless neck lump. He underwent an MRI of the neck, revealing a gadolinium-enhancing tonsillar mass and two brain lesions. Biopsy of the tonsil lesion was in keeping with an epithelial neoplasm, suggesting metastatic renal cell carcinoma. This was confirmed following a staging CT, which revealed a left renal mass and lung metastases. Due to his brain metastases, the patient has been started on the tyrosine kinase inhibitor cabozantinib. A brief discussion on the diagnostic evaluation of a tonsil mass as a rare presentation of renal cell cancer follows this report.
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Affiliation(s)
| | - Alison Meikle
- Oncology, Frimley Health NHS Foundation Trust, Frimley, UK
| | | | - Georges Sinclair
- Oncology, James Cook University Hospital, Middlesbrough, UK .,Neurosurgery, Bezmialem Vakif University, Istanbul, Turkey
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21
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Integrating Phenotypic Search and Phosphoproteomic Profiling of Active Kinases for Optimization of Drug Mixtures for RCC Treatment. Cancers (Basel) 2020; 12:cancers12092697. [PMID: 32967224 PMCID: PMC7564658 DOI: 10.3390/cancers12092697] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/10/2020] [Accepted: 09/15/2020] [Indexed: 12/22/2022] Open
Abstract
Combined application of multiple therapeutic agents presents the possibility of enhanced efficacy and reduced development of resistance. Definition of the most appropriate combination for any given disease phenotype is challenged by the vast number of theoretically possible combinations of drugs and doses, making extensive empirical testing a virtually impossible task. We have used the streamlined-feedback system control (s-FSC) technique, a phenotypic approach, which converges to optimized drug combinations (ODC) within a few experimental steps. Phosphoproteomics analysis coupled to kinase activity analysis using the novel INKA (integrative inferred kinase activity) pipeline was performed to evaluate ODC mechanisms in a panel of renal cell carcinoma (RCC) cell lines. We identified different ODC with up to 95% effectivity for each RCC cell line, with low doses (ED5-25) of individual drugs. Global phosphoproteomics analysis demonstrated inhibition of relevant kinases, and targeting remaining active kinases with additional compounds improved efficacy. In addition, we identified a common RCC ODC, based on kinase activity data, to be effective in all RCC cell lines under study. Combining s-FSC with a phosphoproteomic profiling approach provides valuable insight in targetable kinase activity and allows for the identification of superior drug combinations for the treatment of RCC.
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22
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Chen Y, Yu Q, Duan X, Wu W, Zeng G. Phosphofructokinase-M inhibits cell growth via modulating the FOXO3 pathway in renal cell carcinoma cells. Biochem Biophys Res Commun 2020; 530:67-74. [PMID: 32828317 DOI: 10.1016/j.bbrc.2020.06.062] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 06/07/2020] [Accepted: 06/12/2020] [Indexed: 11/23/2022]
Abstract
Phosphofructokinase-M (PFKM) is a key enzyme in glycolysis. The expression and activity of PFKM is closely related to the occurrence and development of malignant tumors, but its role in the regulation of renal cell carcinoma (RCC) is still unknown. We found that the expression of PFKM was lower in RCC tumor tissue than in adjacent normal tissues, and that low expression of PFKM was related to the poor overall survival of RCC patients. In addition, our results showed that FOXO3 mediated PFKM inhibited the growth, migration and invasion of RCC cells, suggesting that PFKM is a protective factor for RCC.
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Affiliation(s)
- Yeda Chen
- Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou, Guangdong, China
| | - Qingfeng Yu
- Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou, Guangdong, China
| | - Xiaolu Duan
- Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou, Guangdong, China
| | - Wenqi Wu
- Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou, Guangdong, China
| | - Guohua Zeng
- Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou, Guangdong, China.
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23
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de Silva S, Lockhart K, Aslan P, Nash P, Hutton A, Malouf D, Lee D, Cozzi P, Maclean F, Thompson J. Chemical shift imaging in the identification of those renal tumours that contain microscopic fat and the utility of multiparametric MRI in their differentiation. J Med Imaging Radiat Oncol 2020; 64:762-768. [PMID: 32743914 DOI: 10.1111/1754-9485.13082] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 06/18/2020] [Indexed: 11/27/2022]
Abstract
INTRODUCTION The aim of this study was to assess the qualitative and MRI findings of renal tumours, to determine which lesions contain microscopic fat, one of the potential differentiating factors between tumour types. METHODS 73 patients who underwent 3 Tesla MRI including chemical shift imaging, with subsequent biopsy or excision for histopathological diagnosis, were included in the study. The images were reviewed for a decrease in signal intensity (SI) on the opposed phase compared with the in-phase gradient echo T1 images, indicating the presence of microscopic fat. The chemical shift index was then calculated as a percentage of SI change and compared with the pathological diagnosis. RESULTS In total, 38 (52%) of lesions demonstrated a decrease in SI, consistent with microscopic fat. Microscopic fat was found in 28 (80%) clear cell renal cell carcinomas (RCCs), 6 (66.7%) angiomyolipomas, 2 (20%) papillary RCCs, 1 (20%) chromophobe RCC and 1 (9.1%) oncocytoma. Pairwise comparison of means indicated that the amount of microscopic fat was significantly larger only for angiomyolipomas compared with clear cell RCCs (P < 0.001) and other renal lesions (P < 0.001). CONCLUSIONS A decrease in SI on opposed phase compared with in-phase chemical shift imaging favours the diagnosis of either clear cell RCC or an angiomyolipoma. When combined with other parameters in mpMRI, this may aid differentiation of benign from malignant tumours and differentiation of aggressive from indolent RCC subtypes. This may be of value where biopsy is non-diagnostic, not feasible due to location or in high-risk patients.
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Affiliation(s)
- Suresh de Silva
- Faculty of Medicine, University of NSW, Sydney, New South Wales, Australia.,Department of Radiology, I-MED Radiology Network, Sydney, New South Wales, Australia
| | - Kathleen Lockhart
- Department of Urology, St George Hospital, Sydney, New South Wales, Australia
| | - Peter Aslan
- Department of Urology, St George Hospital, Sydney, New South Wales, Australia
| | - Peter Nash
- Department of Urology, St George Hospital, Sydney, New South Wales, Australia
| | - Anthony Hutton
- Faculty of Medicine, University of NSW, Sydney, New South Wales, Australia.,Department of Urology, St George Hospital, Sydney, New South Wales, Australia
| | - David Malouf
- Department of Urology, St George Hospital, Sydney, New South Wales, Australia
| | - Dominic Lee
- Department of Urology, St George Hospital, Sydney, New South Wales, Australia
| | - Paul Cozzi
- Faculty of Medicine, University of Notre Dame, Sydney, New South Wales, Australia
| | - Fiona Maclean
- Department of Anatomical Pathology, Sonic Healthcare, Sydney, New South Wales, Australia
| | - James Thompson
- Faculty of Medicine, University of NSW, Sydney, New South Wales, Australia.,Department of Urology, St George Hospital, Sydney, New South Wales, Australia
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24
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Zhang N, Chen W, Gan Z, Abudurexiti A, Hu X, Sang W. Identification of biomarkers of clear cell renal cell carcinoma by bioinformatics analysis. Medicine (Baltimore) 2020; 99:e20470. [PMID: 32481352 PMCID: PMC7249934 DOI: 10.1097/md.0000000000020470] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common subtype among renal cancer, and more and more researches find that the occurrence of ccRCC is associated with genetic changes, but the molecular mechanism still remains unclear. The present study aimed to identify aggregation trend of differentially expressed genes (DEGs) in ccRCC, which would be beneficial to the treatment of ccRCC and provide research ideas using a series of bioinformatics approach. Gene ontology (GO) and Kyoto Encyclopedia of Gene and Genomes (KEGG) analysis were used to get the enrichment trend of DEGs of GSE53757 and GSE16449. Draw Venn Diagram was applied for co-expression of DEGs. Cytoscape with the Retrieval of Interacting Gene (STRING) datasets and Molecular Complex Detection (MCODE) were performed protein-protein interaction (PPI) of DEGs. The Kaplan-Meier Plotter analysis of top 15 upregulated and top 15 downregulated were selected in Gene Expression Profiling Interactive Analysis (GEPIA). Then, the expression level of hub genes between normal renal tissue and different pathological stages of ccRCC tissue, which significantly correlated with overall survival in ccRCC patients, were also analyzed by Ualcan based on The Cancer Genome Atlas (TCGA) database. In this study, we got 167 co-expression DEGs, including 72 upregulated DEGs and 95 downregulated DEGs. We identified 11 hub genes had significantly correlated with overall survival in ccRCC patients. Among them, KIF23, APLN, ADCY1, GREB1, TLR4, IRF8, CXCL1, CXCL2, deserved our attention.
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Affiliation(s)
- Ning Zhang
- Surgery Department of Urology, The Third People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang
| | - Wenxin Chen
- Surgery Department of Urology, The Third People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang
| | - Zhilu Gan
- Surgery Department of Urology, The Third People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang
| | - Alimujiang Abudurexiti
- Surgery Department of Urology, The Third People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang
| | - Xiaogang Hu
- Surgery Department of Urology, The Third People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang
| | - Wei Sang
- The Department of Pathology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, PR China
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25
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Pal K, Madamsetty VS, Dutta SK, Wang E, Angom RS, Mukhopadhyay D. Synchronous inhibition of mTOR and VEGF/NRP1 axis impedes tumor growth and metastasis in renal cancer. NPJ Precis Oncol 2019; 3:31. [PMID: 31840081 PMCID: PMC6895165 DOI: 10.1038/s41698-019-0105-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 10/17/2019] [Indexed: 12/11/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is known for its highly vascular phenotype which is associated with elevated expression of vascular endothelial growth factor A (VEGF), also known as vascular permeability factor (VPF). Accordingly, VEGF has been an attractive target for antiangiogenic therapies in ccRCC. Two major strategies have hitherto been utilized for VEGF-targeted antiangiogenic therapies: targeting VEGF by antibodies, ligand traps or aptamers, and targeting the VEGF receptor signaling via antibodies or small-molecule tyrosine-kinase inhibitors (TKIs). In the present article we utilized two entirely different approaches: targeting mammalian target of rapamycin (mTOR) pathway that is known to be involved in VEGF synthesis, and disruption of VEGF/Neuroplin-1 (NRP1) axis that is known to activate proangiogenic and pro-tumorigenic signaling in endothelial and tumor cells, respectively. Everolimus (E) and a small-molecule inhibitor EG00229 (G) were used for the inhibition of mTOR and the disruption of VEGF/NRP1 axis, respectively. We also exploited a liposomal formulation decorated with a proprietary tumor-targeting-peptide (TTP) to simultaneously deliver these two agents in a tumor-targeted manner. The TTP-liposomes encapsulating both Everolimus and EG00229 (EG-L) demonstrated higher in vitro and in vivo growth retardation than the single drug-loaded liposomes (E-L and G-L) in two different ccRCC models and led to a noticeable reduction in lung metastasis in vivo. In addition, EG-L displayed remarkable inhibition of tumor growth in a highly aggressive syngeneic immune-competent mouse model of ccRCC developed in Balb/c mice. Taken together, this study demonstrates an effective approach to achieve improved therapeutic outcome in ccRCC.
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Affiliation(s)
- Krishnendu Pal
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, 4500 San Pablo Road S, Jacksonville, FL 32224 USA
| | - Vijay Sagar Madamsetty
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, 4500 San Pablo Road S, Jacksonville, FL 32224 USA
| | - Shamit Kumar Dutta
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, 4500 San Pablo Road S, Jacksonville, FL 32224 USA
| | - Enfeng Wang
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, 4500 San Pablo Road S, Jacksonville, FL 32224 USA
| | - Ramcharan Singh Angom
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, 4500 San Pablo Road S, Jacksonville, FL 32224 USA
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, 4500 San Pablo Road S, Jacksonville, FL 32224 USA
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26
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Tian K, Rubadue CA, Lin DI, Veta M, Pyle ME, Irshad H, Heng YJ. Automated clear cell renal carcinoma grade classification with prognostic significance. PLoS One 2019; 14:e0222641. [PMID: 31581201 PMCID: PMC6776313 DOI: 10.1371/journal.pone.0222641] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 09/04/2019] [Indexed: 01/31/2023] Open
Abstract
We developed an automated 2-tiered Fuhrman's grading system for clear cell renal cell carcinoma (ccRCC). Whole slide images (WSI) and clinical data were retrieved for 395 The Cancer Genome Atlas (TCGA) ccRCC cases. Pathologist 1 reviewed and selected regions of interests (ROIs). Nuclear segmentation was performed. Quantitative morphological, intensity, and texture features (n = 72) were extracted. Features associated with grade were identified by constructing a Lasso model using data from cases with concordant 2-tiered Fuhrman's grades between TCGA and Pathologist 1 (training set n = 235; held-out test set n = 42). Discordant cases (n = 118) were additionally reviewed by Pathologist 2. Cox proportional hazard model evaluated the prognostic efficacy of the predicted grades in an extended test set which was created by combining the test set and discordant cases (n = 160). The Lasso model consisted of 26 features and predicted grade with 84.6% sensitivity and 81.3% specificity in the test set. In the extended test set, predicted grade was significantly associated with overall survival after adjusting for age and gender (Hazard Ratio 2.05; 95% CI 1.21-3.47); manual grades were not prognostic. Future work can adapt our computational system to predict WHO/ISUP grades, and validating this system on other ccRCC cohorts.
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Affiliation(s)
- Katherine Tian
- Department of Pathology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
- The Harker School, San Jose, CA, United States of America
| | - Christopher A. Rubadue
- Department of Pathology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Douglas I. Lin
- Department of Pathology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Mitko Veta
- Medical Image Analysis Group, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Michael E. Pyle
- Department of Pathology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Humayun Irshad
- Department of Pathology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Yujing J. Heng
- Department of Pathology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
- Cancer Research Institute, Beth Israel Deaconess Cancer Center, Boston, MA, United States of America
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Pan-Renal Cell Carcinoma classification and survival prediction from histopathology images using deep learning. Sci Rep 2019; 9:10509. [PMID: 31324828 PMCID: PMC6642160 DOI: 10.1038/s41598-019-46718-3] [Citation(s) in RCA: 104] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 06/28/2019] [Indexed: 02/07/2023] Open
Abstract
Histopathological images contain morphological markers of disease progression that have diagnostic and predictive values. In this study, we demonstrate how deep learning framework can be used for an automatic classification of Renal Cell Carcinoma (RCC) subtypes, and for identification of features that predict survival outcome from digital histopathological images. Convolutional neural networks (CNN's) trained on whole-slide images distinguish clear cell and chromophobe RCC from normal tissue with a classification accuracy of 93.39% and 87.34%, respectively. Further, a CNN trained to distinguish clear cell, chromophobe and papillary RCC achieves a classification accuracy of 94.07%. Here, we introduced a novel support vector machine-based method that helped to break the multi-class classification task into multiple binary classification tasks which not only improved the performance of the model but also helped to deal with data imbalance. Finally, we extracted the morphological features from high probability tumor regions identified by the CNN to predict patient survival outcome of most common clear cell RCC. The generated risk index based on both tumor shape and nuclei features are significantly associated with patient survival outcome. These results highlight that deep learning can play a role in both cancer diagnosis and prognosis.
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28
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Tabibu S, Vinod PK, Jawahar CV. Pan-Renal Cell Carcinoma classification and survival prediction from histopathology images using deep learning. Sci Rep 2019. [DOI: 10.1038/s41598-019-46718-3 [internet]] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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29
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Makhov P, Joshi S, Ghatalia P, Kutikov A, Uzzo RG, Kolenko VM. Resistance to Systemic Therapies in Clear Cell Renal Cell Carcinoma: Mechanisms and Management Strategies. Mol Cancer Ther 2019; 17:1355-1364. [PMID: 29967214 DOI: 10.1158/1535-7163.mct-17-1299] [Citation(s) in RCA: 300] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Revised: 02/28/2018] [Accepted: 05/04/2018] [Indexed: 12/15/2022]
Abstract
Renal cell carcinoma (RCC) is the most common form of kidney cancer. It is categorized into various subtypes, with clear cell RCC (ccRCC) representing about 85% of all RCC tumors. The lack of sensitivity to chemotherapy and radiation therapy prompted research efforts into novel treatment options. The development of targeted therapeutics, including multi-targeted tyrosine kinase inhibitors (TKI) and mTOR inhibitors, has been a major breakthrough in ccRCC therapy. More recently, other therapeutic strategies, including immune checkpoint inhibitors, have emerged as effective treatment options against advanced ccRCC. Furthermore, recent advances in disease biology, tumor microenvironment, and mechanisms of resistance formed the basis for attempts to combine targeted therapies with newer generation immunotherapies to take advantage of possible synergy. This review focuses on the current status of basic, translational, and clinical studies on mechanisms of resistance to systemic therapies in ccRCC. Mol Cancer Ther; 17(7); 1355-64. ©2018 AACR.
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Affiliation(s)
- Peter Makhov
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Shreyas Joshi
- Division of Urologic Oncology, Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Pooja Ghatalia
- Division of Hematology/Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Alexander Kutikov
- Division of Urologic Oncology, Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Robert G Uzzo
- Division of Urologic Oncology, Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Vladimir M Kolenko
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania.
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Pal K, Madamsetty VS, Dutta SK, Mukhopadhyay D. Co-delivery of everolimus and vinorelbine via a tumor-targeted liposomal formulation inhibits tumor growth and metastasis in RCC. Int J Nanomedicine 2019; 14:5109-5123. [PMID: 31371950 PMCID: PMC6636461 DOI: 10.2147/ijn.s204221] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 05/21/2019] [Indexed: 12/30/2022] Open
Abstract
Background Renal cell carcinoma (RCC) is notorious for its resistance towards chemotherapy and radiation therapy in general. Combination therapy is often helpful in alleviating the resistance mechanisms by targeting multiple signaling pathways but is usually more toxic than monotherapy. Co-encapsulation of multiple therapeutic agents in a tumor-targeted drug delivery platform is a promising strategy to mitigate these limitations. Methods A tumor-targeted liposomal formulation was prepared using phospholipids, cholesterol, DSPE-(PEG)2000-OMe and a proprietary tumor-targeting-peptide (TTP)-conjugated lipopeptide. An efficient method was optimized to encapsulate everolimus and vinorelbine in this liposomal formulation. Single drug-loaded liposomes were also prepared for comparison. Finally, the drug-loaded liposomes were tested in vitro and in vivo in two different RCC cell lines. Results The tumor-targeted liposomal formulation demonstrated excellent tumor-specific uptake. The dual drug-loaded liposomes exhibited significantly higher growth inhibition in vitro compared to the single drug-loaded liposomes in two different RCC cell lines. Similarly, the dual drug-loaded liposomes demonstrated significantly higher suppression of tumor growth compared to the single drug-loaded liposomes in two different subcutaneous RCC xenografts. In addition, the dual drug-loaded liposomes instigated significant reduction in lung metastasis in those experiments. Conclusion Taken together, this study demonstrates that co-delivery of everolimus and vinorelbine with a tumor-targeted liposomal formulation is an effective approach to achieve improved therapeutic outcome in RCC.
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Affiliation(s)
- Krishnendu Pal
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, Jacksonville, FL 32224, USA
| | - Vijay Sagar Madamsetty
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, Jacksonville, FL 32224, USA
| | - Shamit Kumar Dutta
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, Jacksonville, FL 32224, USA
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic Florida, Jacksonville, FL 32224, USA
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Vo NH, Mashiana MK, Shih J, Vo CC, Nguyen J. Renal Cell Carcinoma Metastasis to the Maxillary Sinus. EAR, NOSE & THROAT JOURNAL 2019; 99:NP37-NP39. [PMID: 31032660 DOI: 10.1177/0145561319844767] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Affiliation(s)
- Nam H Vo
- William Carey University College of Osteopathic Medicine, Hattiesburg, MS, USA
| | - Manjot K Mashiana
- William Carey University College of Osteopathic Medicine, Hattiesburg, MS, USA
| | | | - Chau C Vo
- Tulane Medical Center, New Orleans, LA, USA
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Abstract
CONTEXT.— Core biopsy has been increasingly used for clinical decision-making in the management of patients with renal masses. The sensitivity and specificity of histologic diagnoses of renal mass biopsies depend on many factors such as adequate sampling and tissue processing, diagnostic skill and experience, and appropriate use of ancillary techniques. OBJECTIVE.— To review the indications, emphasize the importance of obtaining adequate diagnostic material, and introduce a general diagnostic approach, in conjunction with immunohistochemistry, in diagnosis of renal mass biopsies. DATA SOURCES.— Literature review and personal experiences in daily practice and consultation diagnosis of renal masses in a large tertiary medical center. CONCLUSIONS.— For renal mass biopsies, it is critical to obtain adequate diagnostic material and establish a standard laboratory procedure in working with small biopsy specimens. The key for the diagnosis is to be familiar with different tumor entities with characteristic morphology and to understand the wide spectrum of tumor heterogeneity. By developing a systematic approach, one can categorize the tumor and create a sensible differential diagnosis based on the growth pattern and cellular morphology. Immunohistochemistry is particularly helpful for renal mass biopsy diagnosis in selected situations.
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Affiliation(s)
- Steven S Shen
- From the Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas
| | - Jae Y Ro
- From the Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas
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Zararsiz G, Goksuluk D, Klaus B, Korkmaz S, Eldem V, Karabulut E, Ozturk A. voomDDA: discovery of diagnostic biomarkers and classification of RNA-seq data. PeerJ 2017; 5:e3890. [PMID: 29018623 PMCID: PMC5633036 DOI: 10.7717/peerj.3890] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 09/14/2017] [Indexed: 12/03/2022] Open
Abstract
RNA-Seq is a recent and efficient technique that uses the capabilities of next-generation sequencing technology for characterizing and quantifying transcriptomes. One important task using gene-expression data is to identify a small subset of genes that can be used to build diagnostic classifiers particularly for cancer diseases. Microarray based classifiers are not directly applicable to RNA-Seq data due to its discrete nature. Overdispersion is another problem that requires careful modeling of mean and variance relationship of the RNA-Seq data. In this study, we present voomDDA classifiers: variance modeling at the observational level (voom) extensions of the nearest shrunken centroids (NSC) and the diagonal discriminant classifiers. VoomNSC is one of these classifiers and brings voom and NSC approaches together for the purpose of gene-expression based classification. For this purpose, we propose weighted statistics and put these weighted statistics into the NSC algorithm. The VoomNSC is a sparse classifier that models the mean-variance relationship using the voom method and incorporates voom’s precision weights into the NSC classifier via weighted statistics. A comprehensive simulation study was designed and four real datasets are used for performance assessment. The overall results indicate that voomNSC performs as the sparsest classifier. It also provides the most accurate results together with power-transformed Poisson linear discriminant analysis, rlog transformed support vector machines and random forests algorithms. In addition to prediction purposes, the voomNSC classifier can be used to identify the potential diagnostic biomarkers for a condition of interest. Through this work, statistical learning methods proposed for microarrays can be reused for RNA-Seq data. An interactive web application is freely available at http://www.biosoft.hacettepe.edu.tr/voomDDA/.
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Affiliation(s)
- Gokmen Zararsiz
- Department of Biostatistics, Erciyes University, Kayseri, Turkey.,Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark 5, Kayseri, Turkey
| | - Dincer Goksuluk
- Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark 5, Kayseri, Turkey.,Department of Biostatistics, Hacettepe University, Ankara, Turkey
| | - Bernd Klaus
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Selcuk Korkmaz
- Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark 5, Kayseri, Turkey.,Department of Biostatistics, Trakya University, Edirne, Turkey
| | - Vahap Eldem
- Department of Biology, Istanbul University, Istanbul, Turkey
| | - Erdem Karabulut
- Department of Biostatistics, Hacettepe University, Ankara, Turkey
| | - Ahmet Ozturk
- Department of Biostatistics, Erciyes University, Kayseri, Turkey.,Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark 5, Kayseri, Turkey
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Zararsız G, Goksuluk D, Korkmaz S, Eldem V, Zararsiz GE, Duru IP, Ozturk A. A comprehensive simulation study on classification of RNA-Seq data. PLoS One 2017; 12:e0182507. [PMID: 28832679 PMCID: PMC5568128 DOI: 10.1371/journal.pone.0182507] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2017] [Accepted: 07/19/2017] [Indexed: 02/02/2023] Open
Abstract
RNA sequencing (RNA-Seq) is a powerful technique for the gene-expression profiling of organisms that uses the capabilities of next-generation sequencing technologies. Developing gene-expression-based classification algorithms is an emerging powerful method for diagnosis, disease classification and monitoring at molecular level, as well as providing potential markers of diseases. Most of the statistical methods proposed for the classification of gene-expression data are either based on a continuous scale (eg. microarray data) or require a normal distribution assumption. Hence, these methods cannot be directly applied to RNA-Seq data since they violate both data structure and distributional assumptions. However, it is possible to apply these algorithms with appropriate modifications to RNA-Seq data. One way is to develop count-based classifiers, such as Poisson linear discriminant analysis and negative binomial linear discriminant analysis. Another way is to bring the data closer to microarrays and apply microarray-based classifiers. In this study, we compared several classifiers including PLDA with and without power transformation, NBLDA, single SVM, bagging SVM (bagSVM), classification and regression trees (CART), and random forests (RF). We also examined the effect of several parameters such as overdispersion, sample size, number of genes, number of classes, differential-expression rate, and the transformation method on model performances. A comprehensive simulation study is conducted and the results are compared with the results of two miRNA and two mRNA experimental datasets. The results revealed that increasing the sample size, differential-expression rate and decreasing the dispersion parameter and number of groups lead to an increase in classification accuracy. Similar with differential-expression studies, the classification of RNA-Seq data requires careful attention when handling data overdispersion. We conclude that, as a count-based classifier, the power transformed PLDA and, as a microarray-based classifier, vst or rlog transformed RF and SVM classifiers may be a good choice for classification. An R/BIOCONDUCTOR package, MLSeq, is freely available at https://www.bioconductor.org/packages/release/bioc/html/MLSeq.html.
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Affiliation(s)
- Gökmen Zararsız
- Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark, 38039, Kayseri, Turkey
- Department of Biostatistics, Erciyes University, Kayseri, Turkey
| | - Dincer Goksuluk
- Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark, 38039, Kayseri, Turkey
- Department of Biostatistics, Hacettepe University, Ankara, Turkey
| | - Selcuk Korkmaz
- Turcosa Analytics Solutions Ltd Co, Erciyes Teknopark, 38039, Kayseri, Turkey
- Department of Biostatistics, Hacettepe University, Ankara, Turkey
| | - Vahap Eldem
- Department of Biology, Istanbul University, Istanbul, Turkey
| | | | | | - Ahmet Ozturk
- Department of Biostatistics, Erciyes University, Kayseri, Turkey
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Zhu Q, Zhu W, Wu J, Chen W. Multidetector CT imaging features of invasive renal parenchyma urothelial carcinoma. Br J Radiol 2016; 89:20151068. [PMID: 27146066 DOI: 10.1259/bjr.20151068] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVE To characterize the multidetector CT imaging features of invasive renal parenchyma urothelial carcinoma (IRPUC). METHODS 29 patients with IRPUC were retrospectively evaluated. Tumour location, density, cystic or solid appearance, calcification, capsule sign, enhancement pattern and metastases were assessed. RESULTS IRPUC involved the right kidney in 82.7% of patients. Medullary involvement was observed in 93.1% of patients. In 89.6% of patients, the reniform contour of the kidney was preserved. Tumours showed an infiltrative appearance (100%) with a poorly defined margin (100%), but an expansile component was also present (20.7%). Linear calcification was present (20.7%). Evidence of intra-abdominal metastatic disease (in 37.9% of cases) and regional lymphadenopathy (in 27.5% of cases) was present. Tumour attenuation was less or equal compared with the renal cortex or medulla on unenhanced CT (p-value> 0.05), after i.v. contrast administration; 100% were of homogeneous low attenuation compared with the normal renal cortex and medulla (p-value< 0.05). CONCLUSION IRPUC tends to be more prevalent in the right kidney, poorly defined margin, medullary involvement, with homogeneous enhancement less than the cortex and medulla in all phases. ADVANCES IN KNOWLEDGE IRPUC was more prevalent in the right kidney. IRPUC enhancement was less than that of the cortex and medulla on all phases. IRPUC showed poorly defined margin with medullary involvement and preserved reniform contour.
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Affiliation(s)
- Qingqiang Zhu
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Wenrong Zhu
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Jingtao Wu
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Wenxin Chen
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
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Goyal R, Parwani AV, Gellert L, Hameed O, Giannico GA. A collision tumor of papillary renal cell carcinoma and oncocytoma: case report and literature review. Am J Clin Pathol 2015; 144:811-6. [PMID: 26486747 DOI: 10.1309/ajcpq0p1yhdbzufl] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVES The most common renal neoplasms include clear cell, chromophobe, and papillary renal cell carcinomas (PRCCs) and oncocytomas. While lesions containing hybrid features of different tumor types, such as hybrid oncocytic tumors, have been well documented in the literature, the finding of a collision tumor of two distinct tumor types- PRCC and oncocytoma-is extremely rare. METHODS We present a case of PRCC associated with an oncocytoma. Our discussion includes a review of the available literature on this rare type of collision tumor. RESULTS Prosection of a partial nephrectomy performed in a 78-year-old man for painless gross hematuria and nocturia revealed a 6.4 × 5 × 3.6-cm well-delineated orange to yellow-tan mass harboring a white-tan 1 × 0.9 × 0.9-cm mass. Histologic diagnosis of PRCC associated with an oncocytoma was rendered. By immunohistochemistry, focal CK7 expression was present in the oncocytoma, while strong diffuse positive CK7 expression was present in the PRCC component. Fluorescence in situ hybridization (FISH) revealed trisomy 17 in 39.3% of PRCC tumor nuclei but no significant chromosomal aberration in oncocytoma. CONCLUSIONS In view of this and previously reported cases, thorough sectioning and examination, especially in large oncocytomas, is recommended to exclude the presence of an associated malignancy. To our knowledge, trisomy 17 by FISH has not been previously reported in these extremely rare tumors.
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Wu J, Zhu Q, Zhu W, Chen W, Wang S. Comparative study of CT appearances in mucinous tubular and spindle cell carcinoma and collecting duct carcinoma of the kidney. Br J Radiol 2015; 88:20140434. [PMID: 26435393 DOI: 10.1259/bjr.20140434] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE To characterize the multidetector CT (MDCT) imaging characteristics of mucinous tubular and spindle cell carcinoma (MTSCC) and collecting duct carcinoma (CDC) of the kidney. METHODS 21 patients with MTSCC and 18 patients with CDC were studied retrospectively. MDCT was undertaken to investigate differences in tumour characteristics. RESULTS Five patients with MTSCC had calcifications as did nine patients with CDC (p = 0.108). In three patients with MTSCC and four patients with CDC, the tumours had a clear boundary (p = 0.682). No patient with MTSCC had retroperitoneal lymph node metastasis as did five patients with CDC (p = 0.015). 16 patients with MTSCC showed homogeneous enhancement, whereas 11 patients with CDC showed heterogeneous enhancement (p = 0.025). The attenuation value of CDC tumours was greater than that of MTSCC and normal renal parenchyma on an unenhanced CT (p = 0.027). MTSCC and CDC tumour enhancement was less than the normal renal cortex and medulla in all phases (p < 0.001). Tumour enhancement was greater for CDC than that for MTSCC in all phases (p = 0.011, p = 0.006 and p = 0.052). CONCLUSION Unenhanced and dynamic MDCT may aid in diagnosis and differentiation of MTSCC and CDC of the kidney. ADVANCES IN KNOWLEDGE This is the first series evaluating the imaging findings of MTSCC and CDC of which we are aware, and identification of such findings may improve diagnosis of these two rare tumours.
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Affiliation(s)
- Jingtao Wu
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Qingqiang Zhu
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Wenrong Zhu
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Wenxin Chen
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
| | - Shouan Wang
- Department of Medical Imaging, Subei People's Hospital, Medical School of Yangzhou University, Yangzhou, China
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Abbas M, Dämmrich M, Braubach P, Kramer M, Grünwald V, Merseburger A, Herrmann T, Becker J, Kreipe H. Role of immunohistochemistry and fluorescence in-situ hybridization (FISH) in the diagnosis of spindle and round cell tumors of the kidney. J Egypt Natl Canc Inst 2015; 27:173-8. [DOI: 10.1016/j.jnci.2015.04.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2014] [Revised: 04/09/2015] [Accepted: 04/18/2015] [Indexed: 12/26/2022] Open
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Alshenawy HA. Immunohistochemical panel for differentiating renal cell carcinoma with clear and papillary features. J Microsc Ultrastruct 2015; 3:68-74. [PMID: 30023184 PMCID: PMC6014190 DOI: 10.1016/j.jmau.2015.01.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 12/02/2014] [Accepted: 01/26/2015] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES Renal cell carcinoma (RCC) in which clear cells with papillary architecture are present is a difficult diagnostic challenge. Clear cell RCC, rarely has papillary architecture. Papillary RCC rarely contains clear cells. However, two recently described types; clear cell papillary and Xp11 translocation RCC characteristically feature both papillary and clear cells. Accurate diagnosis has both prognostic and therapeutic implications. This study aims to highlight the helpful features of each of these entities to enable reproducible classification. METHODS Sixty RCC cases with clear cells and papillary architecture were selected and classified according to The International Society of Urological Pathology (ISUP) Vancouver Classification of Renal Neoplasia and graded according to The International Society of Urological Pathology (ISUP) grading system for renal cell carcinoma then stained for CK7, carbonic anhydrase IX (CA IX), α-methylacyl-CoA-racemase (AMACR) and TFE-3. RESULTS The characteristic immunoprofile of Clear RCC is CK7-, AMACR-, CA IX+ and TFE3-, papillary RCC is CK7+, AMACR+, CAIX- and TFE3-, while for clear cell papillary RCC it is CK7+, AMACR-, CAIX+ and TFE3- and lastly Xp11 translocation RCC is CK7-, AMACR+, CAIX- and TFE3+. CONCLUSIONS Staining for CA IX, CK7, AMACR and TFE3 comprises a concise panel for distinguishing RCC with papillary and clear pattern.
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Alshenawy HA. Immunohistochemical Panel for Differentiating Renal Cell Carcinoma with Clear and Papillary Features. Pathol Oncol Res 2015; 21:893-9. [DOI: 10.1007/s12253-015-9898-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2014] [Accepted: 01/06/2015] [Indexed: 12/17/2022]
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Czarnecka AM, Kornakiewicz A, Kukwa W, Szczylik C. Frontiers in clinical and molecular diagnostics and staging of metastatic clear cell renal cell carcinoma. Future Oncol 2015; 10:1095-111. [PMID: 24941992 DOI: 10.2217/fon.13.258] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The last few years have brought advances in the understanding of the molecular biology of metastatic clear cell renal cell carcinoma (RCC). Both preclinical research and clinical trials brought together results from the latest advancements in RCC diagnostic and staging. Understanding of the complex molecular alterations involved in the development and progression of RCC enables development of immunohistochemical and genetic diagnostic tools and is also opening the doors for experimental targeted therapies. At the same time, improvements of medical and molecular imaging improves the sensitivity and specificity of metastatic disease diagnosis. Moreover, independent validation of molecular profiles across high-throughput platforms, methods, laboratories and cancer populations has recently been successfully performed in RCC. Generation of informative, clinical diagnostic tools is likely to contribute to development of novel personalized diagnostic and treatment protocols and ensure prolonged survival of RCC patient in the near future.
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Affiliation(s)
- Anna M Czarnecka
- Department of Oncology with Laboratory of Molecular Oncology, Military Institute of Medicine, Szaserow 128, 04-141 Warsaw, Poland
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Wilkerson ML, Lin F, Liu H, Cheng L. The Application of Immunohistochemical Biomarkers in Urologic Surgical Pathology. Arch Pathol Lab Med 2014; 138:1643-65. [DOI: 10.5858/arpa.2014-0078-ra] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Context
Tumors of the genitourinary tract can be diagnostically challenging, particularly in core biopsies and cystoscopic biopsies with limited material. Immunohistochemistry is a valuable tool to use when morphology alone is insufficient for diagnosis.
Objectives
To review tumors and benign lesions of the kidney, urinary bladder, prostate gland, testis, and paratesticular structures with an emphasis on difficult differential diagnoses, as well as staining patterns in normal tissue. Recommended immunohistochemical stain panels are discussed that can assist in the diagnostic workup.
Data Sources
Review of current literature.
Conclusions
Immunohistochemistry is a valuable tool, assisting in the diagnosis of problematic tumors and benign lesions of the genitourinary tract.
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Affiliation(s)
- Myra L. Wilkerson
- From the Department of Laboratory Medicine, Geisinger Medical Center, Danville, Pennsylvania (Drs Wilkerson, Lin, and Liu)
| | - Fan Lin
- From the Department of Laboratory Medicine, Geisinger Medical Center, Danville, Pennsylvania (Drs Wilkerson, Lin, and Liu)
| | - Haiyan Liu
- From the Department of Laboratory Medicine, Geisinger Medical Center, Danville, Pennsylvania (Drs Wilkerson, Lin, and Liu)
| | - Liang Cheng
- and the Department of Laboratory Medicine, Indiana University School of Medicine, Indianapolis (Dr Cheng)
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Dell'Atti L. Spontaneous rupture of the kidney affected by multifocal papillary renal cell carcinoma. Rare Tumors 2014; 6:5568. [PMID: 25568749 PMCID: PMC4274443 DOI: 10.4081/rt.2014.5568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Revised: 11/19/2014] [Accepted: 11/23/2014] [Indexed: 11/23/2022] Open
Abstract
Papillary renal cell carcinoma (pRCC) represents the second most common type of malignant renal epithelial tumor (represents the 10% of the kidney's carcinoma) and can be subclassified in the basophile type I and eosinophile type II. We report a clinical case of spontaneous rupture of the kidney affected by multifocal (42 tumors foci) pRCC in a young man 53 years old, without showing earlier specific cancer signs and symptoms. Prognosis for type I pRCC is better than type II pRCC, but it is anyway related to the tumoral grade, to the tumoral stage and to the diagnostic precocity. Signs and symptoms are very similar to those characterizing the more frequent clear cell carcinoma. Nevertheless in the 40% of the cases the lesion is asymptomatic. To our knowledge, this is the first case of spontaneous rupture of the kidney affected by multifocal pRCC in literature without showing earlier specific cancer signs and symptoms.
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Affiliation(s)
- Lucio Dell'Atti
- Department of Urology, University Hospital S. Anna , Ferrara, Italy
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Hagos Y, Wegner W, Kuehne A, Floerl S, Marada VV, Burckhardt G, Henjakovic M. HNF4α Induced Chemosensitivity to Oxaliplatin and 5-FU Mediated by OCT1 and CNT3 in Renal Cell Carcinoma. J Pharm Sci 2014; 103:3326-34. [DOI: 10.1002/jps.24128] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Revised: 07/11/2014] [Accepted: 07/31/2014] [Indexed: 12/16/2022]
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Leroy X, Camparo P, Gnemmi V, Aubert S, Flamand V, Roupret M, Fantoni JC, Comperat E. Clear cell papillary renal cell carcinoma is an indolent and low-grade neoplasm with overexpression of cyclin-D1. Histopathology 2014; 64:1032-6. [PMID: 24382138 DOI: 10.1111/his.12359] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2013] [Revised: 11/27/2013] [Accepted: 12/27/2013] [Indexed: 11/28/2022]
Abstract
AIMS Several entities have been individualized recently within the family of renal neoplasms with papillary features. Clear cell papillary renal cell carcinoma (CCPRCC) was first described in patients with end-stage renal disease, but is also observed in patients with normal renal function. The objective of this study was to document the clinicopathological and immunohistochemical characteristics of CCPRCC, with a special emphasis on cyclin D1 expression. METHODS AND RESULTS The patients were 25 men and 17 women, mean age 60.7 years. Seventeen patients had a chronic renal disease. All tumours were stage pT1, with a mean diameter of 2 cm. Six tumours were multifocal. Tumours cells were mainly cuboidal, with clear cytoplasm and low-grade nuclei apically aligned. In all cases, Fuhrman nuclear grade was one or two. No necrosis or vascular invasion was seen. During follow-up (10-72 months), no metastasis or death related to the disease was observed. Immunohistochemistry showed strong and diffuse cytokeratin 7 immunoreactivity in all cases, but no labelling for AMACR or TFE3. There was diffuse nuclear cyclin D1 immunoreactivity in 83% of cases. CONCLUSION CCPRCC is now a well-characterized entity. This tumour is an indolent and very low-grade neoplasm. Here we report the first study, to our knowledge, demonstrating the overexpression of cyclin D1 immunostaining by this tumour.
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Affiliation(s)
- Xavier Leroy
- Department of Pathology, University Hospitals CHRU, Lille, France; University Lille Nord de France, Lille, France
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