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Gong C, Tu Z, Long X, Liu X, Liu F, Liu J, Zhu X, Li J, Huang K. Predictive role of E2F6 in cancer prognosis and responses of immunotherapy. Int Immunopharmacol 2024; 127:111302. [PMID: 38071912 DOI: 10.1016/j.intimp.2023.111302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 11/16/2023] [Accepted: 11/24/2023] [Indexed: 01/18/2024]
Abstract
BACKGROUND E2F6 is a member of the E2F transcription factor family. Numerous studies have demonstrated that E2F6 is critical to cancer development and progression, but its role in cancer immunotherapy remains unclear. METHODS Genotype-Tissue Expression (GTEx) and The Cancer Genome Atlas (TCGA) databases were used to obtain RNA-seq data for cancer and normal tissues, and we utilized the cBioPortal to analyze E2F6 genomic alterations in pan-cancer. The protein localization of E2F6 was obtained using the Human Protein Atlas (HPA), and the upregulation of E2F6 expression in clinical glioblastoma multiforme (GBM) tissues was detected by Western blot analysis. The ComPPI website was used to analyze the protein interaction information of E2F6. To evaluate the role of E2F6 in pan-cancer prognosis, we used univariate Cox regression and Kaplan-Meier methods, and gene set enrichment analysis (GSEA) was utilized to identify markers associated with E2F6 expression in tumors. TIMER 2.0 was used to study E2F6-related immune cell infiltration in tumor tissues, and the correlation of E2F6 with immunotherapy biomarkers was investigated using Spearman correlation analysis. The role of E2F6 in the cell cycle was analyzed by flow cytometry, and the Cell Counting Kit-8 (CCK-8) and colony formation assays were utilized to determine the proliferative ability of cells. RESULTS In most tumor types, E2F6 was highly expressed and was a good predictor of prognosis. E2F6 was significantly related to markers of immune activation, tumor immune cell infiltration, and immune regulators. Furthermore, E2F6 knockdown significantly attenuated the proliferative ability of glioma cells. Finally, E2F6 effectively predicted anti-programmed cell death 1 (PD1) treatment response. CONCLUSION E2F6 is an effective biomarker that predicts the prognosis of cancer patients treated with anti-immune checkpoint therapy.
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Affiliation(s)
- Chuandong Gong
- Department of Neurosurgery, the 2(nd) affiliated hospital, Jiangxi Medical College, Nanchang University, Jiangxi 330006, PR China; Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang, Jiangxi 330006, PR China; Institute of Neuroscience, Nanchang University, Nanchang, Jiangxi 330006, PR China; JXHC Key Laboratory of Neurological Medicine, Nanchang, Jiangxi 330006, PR China
| | - Zewei Tu
- Department of Neurosurgery, the 2(nd) affiliated hospital, Jiangxi Medical College, Nanchang University, Jiangxi 330006, PR China; Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang, Jiangxi 330006, PR China; Institute of Neuroscience, Nanchang University, Nanchang, Jiangxi 330006, PR China; JXHC Key Laboratory of Neurological Medicine, Nanchang, Jiangxi 330006, PR China
| | - Xiaoyan Long
- East China Institute of Digital Medical Engineering, Shangrao, Jiangxi 330006, PR China
| | - Xinjun Liu
- People's Hospital of Yingtan City, Yingtan, Jiangxi 330006, PR China
| | - Feng Liu
- Department of Neurosurgery, Jiangxi Provincial Children's Hospital, Nanchang, Jiangxi 330006, PR China
| | - Jia Liu
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06511, USA
| | - Xingen Zhu
- Department of Neurosurgery, the 2(nd) affiliated hospital, Jiangxi Medical College, Nanchang University, Jiangxi 330006, PR China; Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang, Jiangxi 330006, PR China; Institute of Neuroscience, Nanchang University, Nanchang, Jiangxi 330006, PR China; JXHC Key Laboratory of Neurological Medicine, Nanchang, Jiangxi 330006, PR China.
| | - Jingying Li
- Department of Comprehensive Intensive Care Unit, the 2(nd) affiliated hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, PR China.
| | - Kai Huang
- Department of Neurosurgery, the 2(nd) affiliated hospital, Jiangxi Medical College, Nanchang University, Jiangxi 330006, PR China; Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular Diseases, Nanchang, Jiangxi 330006, PR China; Institute of Neuroscience, Nanchang University, Nanchang, Jiangxi 330006, PR China; JXHC Key Laboratory of Neurological Medicine, Nanchang, Jiangxi 330006, PR China.
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Shao G, Fan X, Zhang P, Liu X, Huang L, Ji S. Circ_0004676 exacerbates triple-negative breast cancer progression through regulation of the miR-377-3p/E2F6/PNO1 axis. Cell Biol Toxicol 2023; 39:2183-2205. [PMID: 35870038 DOI: 10.1007/s10565-022-09704-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/23/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND The significant roles of circular RNAs (circRNAs) in different cancers and diseases have been reported. We now focused on the possible role of a newly recognized circRNA, circ_0004674 in triple-negative breast cancer (TNBC), and the related downstream mechanism. METHODS The expression of circ_0004674 in TNBC tissues and cells was determined followed by analysis of the correlation between circ_0004674 and TNBC patients' prognosis. The interaction between circ_0004674, miR-377-3p, E2F6, and PNO1 was then identified using bioinformatics analysis combined with FISH, RIP, RNA pull-down, RT-qPCR, and Western blot analysis. Using gain-of-function and loss-of-function methods, we analyzed the effect of circ_0004674, miR-377-3p, E2F6, and PNO1 on TNBC in vivo and in vitro. RESULTS Increased circ_0004674 and E2F6 but decreased miR-377-3p were observed in TNBC tissues and MDA-MB-231 TNBC cells, all of which findings were associated with poor prognosis in patients with TNBC. Silencing of circ_0004676 remarkably suppressed the proliferation, cell cycle progression, and migration of TNBC cells in vitro, as well as inhibiting tumorigenesis and metastasis in vivo. Additionally, circ_0004676 served as a sponge of miR-377-3p which bound to the transcription factor E2F6. In the presence of overexpression of circ_0004676, E2F6 expression and its target PNO1 expression were elevated, while miR-377-3p expression was decreased. Interestingly, overexpression of E2F6 could reverse the inhibitory effect on tumor growth caused by downregulation of circ_0004676. CONCLUSION Our study highlighted the carcinogenic effect of circ_0004676 on TNBC through regulation of the miR-377-3p/E2F6/PNO1 axis. 1. Circ_0004674 is highly expressed in TNBC tissues and cells. 2. Circ_0004674 upregulates the expression of E2F6 by sponging miR-377-3p. 3. E2F6 upregulates PNO1 by binding to the PNO1 promoter. 4. Circ_0004674 favors TNBC progression by regulating the miR-377-3p/E2F6/PNO1 axis. 5. This study provides a new target for the treatment of TNBC.
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Affiliation(s)
- Guoli Shao
- Special Medical Service Center, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Road, Haizhu District, Guangzhou, 510282, People's Republic of China
| | - Xulong Fan
- Department of Breast Surgery, Maternity and Children's Healthcare Hospital of Foshan, Foshan, 528000, People's Republic of China
| | - Pusheng Zhang
- Department of General Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, 510282, People's Republic of China
| | - Xuewen Liu
- Special Medical Service Center, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Road, Haizhu District, Guangzhou, 510282, People's Republic of China
| | - Lei Huang
- Department of General Surgery, Zhujiang Hospital of Southern Medical University, Guangzhou, 510282, People's Republic of China
| | - Shufeng Ji
- Special Medical Service Center, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Road, Haizhu District, Guangzhou, 510282, People's Republic of China.
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Liu ZG, Su J, Liu H, Yang XJ, Yang X, Wei Y, Zhu XY, Song Y, Zhao XC, Guo HL. Comprehensive bioinformatics analysis of the E2F family in human clear cell renal cell carcinoma. Oncol Lett 2022; 24:351. [PMID: 36168311 PMCID: PMC9478613 DOI: 10.3892/ol.2022.13471] [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: 11/16/2021] [Accepted: 06/21/2022] [Indexed: 12/03/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) originates from renal tubular epithelial cells and is the most common pathological renal cell carcinoma type with the worst prognosis. The relationship between the expression, prognosis and mechanism of ccRCC and the E2F family remains challenging. In the present study, RNA sequencing and clinical data of ccRCC from The Cancer Genome Atlas and two datasets, GSE36895 and GSE53757, from the Gene Expression Omnibus were used to identify the role of the E2F family in ccRCC. A total of 10 groups of tumor tissues and paired-normal tissues from patients with ccRCC were verified by reverse transcription-quantitative PCR. the expression, tumor grade and stage, prognosis and regulatory mechanism of the E2F family in ccRCC were analyzed. It was found that the expression levels of E2F1 to 4 and 6 to 8 were higher in ccRCC tissues than in normal tissues, whereas the expression level of E2F5 was lower in the former than in the latter. The expression levels of E2F1 to 8 were correlated with tumor stage and grade. Low expression of E2F1 to 5 and 7 to 8 was significantly associated with longer overall survival, disease-specific survival and progression-free survival times. The data revealed that the E2F family rarely has genetic mutations. The expression of E2F1, E2F2, E2F5, E2F7 and E2F8 was significantly correlated with DNA methylation, and E2F1 to E2F7 were significantly correlated with copy number and the data showed that the expression of E2Fs was significantly correlated with the cell cycle. The results of the present study suggested that E2F family genes may be potential targets for ccRCC molecular diagnosis and targeted therapy.
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Affiliation(s)
- Zhi-Guo Liu
- Department of Hospital Pharmacy, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu 223800, P.R. China
| | - Jing Su
- Department of Hematology, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu 223800, P.R. China
| | - Hao Liu
- Department of Urinary Surgery, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu 223800, P.R. China
| | - Xue-Jian Yang
- Department of Urinary Surgery, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu 223800, P.R. China
| | - Xue Yang
- Department of Cardiology, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian, Jiangsu 223800, P.R. China
| | - Ye Wei
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu 221004, P.R. China
| | - Xin-Yao Zhu
- First Clinical Medical College, Xuzhou Medical University, Xuzhou, Jiangsu 221004, P.R. China
| | - Yong Song
- Institute of Preventive Medicine Information, Inspection and Protection, Hubei Provincial Center for Disease Control and Prevention, Wuhan, Hubei 430070, P.R. China
| | - Xian-Cheng Zhao
- Department of Urinary Surgery, The Affiliated Suqian First People’s Hospital of Nanjing Medical University, Suqian, Jiangsu 223800, P.R. China
| | - Hong-Lin Guo
- School of Public Administration, South Central University for Nationalities, Wuhan, Hubei 430074, P.R. China
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Mohamed HT, El-Sharkawy AA, El-Shinawi M, Schneider RJ, Mohamed MM. Inflammatory Breast Cancer: The Secretome of HCMV+ Tumor-Associated Macrophages Enhances Proliferation, Invasion, Colony Formation, and Expression of Cancer Stem Cell Markers. Front Oncol 2022; 12:899622. [PMID: 35847899 PMCID: PMC9281473 DOI: 10.3389/fonc.2022.899622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 05/25/2022] [Indexed: 11/13/2022] Open
Abstract
Inflammatory breast cancer (IBC) is a highly aggressive phenotype of breast cancer that is characterized by a high incidence early metastasis. We previously reported a significant association of human cytomegalovirus (HCMV) DNA in the carcinoma tissues of IBC patients but not in the adjacent normal tissues. HCMV-infected macrophages serve as “mobile vectors” for spreading and disseminating virus to different organs, and IBC cancer tissues are highly infiltrated by tumor-associated macrophages (TAMs) that enhance IBC progression and promote breast cancer stem cell (BCSC)-like properties. Therefore, there is a need to understand the role of HCMV-infected TAMs in IBC progression. The present study aimed to test the effect of the secretome (cytokines and secreted factors) of TAMs derived from HCMV+ monocytes isolated from IBC specimens on the proliferation, invasion, and BCSC abundance when tested on the IBC cell line SUM149. HCMV+ monocytes were isolated from IBC patients during modified radical mastectomy surgery and tested in vitro for polarization into TAMs using the secretome of SUM149 cells. MTT, clonogenic, invasion, real-time PCR arrays, PathScan Intracellular Signaling array, and cytokine arrays were used to characterize the secretome of HCMV+ TAMs for their effect on the progression of SUM149 cells. The results showed that the secretome of HCMV+ TAMs expressed high levels of IL-6, IL-8, and MCP-1 cytokines compared to HCMV- TAMs. In addition, the secretome of HCMV+ TAMs induced the proliferation, invasion, colony formation, and expression of BCSC-related genes in SUM149 cells compared to mock untreated cells. In addition, the secretome of HCMV+ TAMs activated the phosphorylation of intracellular signaling molecules p-STAT3, p-AMPKα, p-PRAS40, and p-SAPK/JNK in SUM149 cells. In conclusion, this study shows that the secretome of HCMV+ TAMs enhances the proliferation, invasion, colony formation, and BCSC properties by activating the phosphorylation of p-STAT3, p-AMPKα, p-PRAS40, and p-SAPK/JNK intracellular signaling molecules in IBC cells.
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Affiliation(s)
- Hossam Taha Mohamed
- Zoology Department, Faculty of Science, Cairo University, Giza, Egypt
- Faculty of Biotechnology, October University for Modern Sciences and Arts, Giza, Egypt
- *Correspondence: Hossam Taha Mohamed,
| | | | - Mohamed El-Shinawi
- Department of General Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
- Galala University, Suez, Egypt
| | - Robert J. Schneider
- Department of Microbiology, School of Medicine, New York University, New York, NY, United States
| | - Mona Mostafa Mohamed
- Zoology Department, Faculty of Science, Cairo University, Giza, Egypt
- Sector of International Cooperation, Galala University, Suez, Egypt
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Gao SL, Fan Y, Liu XD, Liu W, Zhao M. circ_0089153 exacerbates breast cancer cells proliferation and metastasis via sponging miR-2467-3p/E2F6. ENVIRONMENTAL TOXICOLOGY 2022; 37:1458-1471. [PMID: 35225430 DOI: 10.1002/tox.23498] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 01/12/2022] [Accepted: 02/13/2022] [Indexed: 06/14/2023]
Abstract
The role of circ_0089153 in breast cancer (BCa) malignancy development was explored. circ_0089153 expression in BCa was analyzed by Gene Expression Omnibus database. Clinical tissues were obtained from 90 BCa patients. Cell counting kit-8 assay, 5-ethnyl-2 deoxyuridine assay and colony formation experiment were applied for proliferation detection. Wound healing assay and Transwell experiment were used for migration and invasion detection. Dual luciferase reporter gene assay, RNA immunoprecipitation assay and RNA pull-down assay were conducted. In vivo growth and metastasis of BCa cells were performed. Quantitative real-time polymerase chain reaction, Western blot and immunohistochemistry were applied for RNAs and proteins expression. The up-modulated circ_0089153 indicated an unfavorable survival of BCa patients. circ_0089153 knockdown attenuated BCa cells proliferation, migration, invasion and epithelial-mesenchymal transition (EMT) (P < .01). circ_0089153 was miR-2467-3p sponge. Low miR-2467-3p expression indicated a worse survival of BCa patients. miR-2467-3p overexpression reduced BCa cells proliferation, migration, invasion and EMT (P < .05). circ_0089153 enhanced BCa cells proliferation, migration, invasion and EMT by sponging miR-2467-3p (P < .05). E2F6 was directly suppressed by miR-2467-3p. E2F6 high expression in BCa patients associated with worse survival. circ_0089153 knockdown suppressed in vivo BCa cells growth and lung metastasis (P < .01). circ_0089153 was an oncogene in breast cancer, which enhanced proliferation and metastasis through sponging miR-2467-3p/E2F6. circ_0089153 was suggested to be a potential target for BCa target treatment.
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Affiliation(s)
- Shu-Lan Gao
- Department of Oncology, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Ying Fan
- Department of Breast Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Xiao-Dan Liu
- Department of Breast Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Wei Liu
- Department of Geriatrics, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Man Zhao
- Department of Breast Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
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Xu Z, Qu H, Ren Y, Gong Z, Ri HJ, Zhang F, Shao S, Chen X, Chen X. Systematic Analysis of E2F Expression and Its Relation in Colorectal Cancer Prognosis. Int J Gen Med 2022; 15:4849-4870. [PMID: 35585998 PMCID: PMC9109810 DOI: 10.2147/ijgm.s352141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 04/22/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- ZhaoHui Xu
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - Hui Qu
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - YanYing Ren
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - ZeZhong Gong
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - Hyok Ju Ri
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Graduate School of Dalian Medical University, Dalian, People’s Republic of China
| | - Fan Zhang
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - Shuai Shao
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - XiaoLiang Chen
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
| | - Xin Chen
- Department of Hernia and Colorectal Surgery, The Second Hospital of Dalian Medical University, Dalian, People’s Republic of China
- Correspondence: Xin Chen, Tel +86 17709872266, Email
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Li J, Shu XL, Shao Q, Luo Q, Diao QC, Zhang X, Sui JD, Guo J, Tao D, Zhou X, Wang Y, Wang C. Transcriptional E2F1/2/3/6 as potential prognostic biomarkers in cutaneous melanoma. Am J Transl Res 2021; 13:420-433. [PMID: 33527034 PMCID: PMC7847504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 11/14/2020] [Indexed: 06/12/2023]
Abstract
Although the abnormal expression of members of the E2F family has been reported to participate in carcinogenesis in many human types of cancer, the bioinformatics role of the E2F family in melanoma is unknown. This research was designed to detect the expression, methylation, prognostic value and potential effects of the E2F family in melanoma. We investigated E2F family mRNA expression from the Oncomine and GEPIA databases and their methylation status in the MethHC database. Meanwhile, we detected the relative E2F family expression levels by qPCR and immunohistochemistry. Kaplan-Meier Plotter was used to draw survival analysis charts, and gene functional enrichment analyses were applied through cBioPortal database analysis. E2F1/2/3/4/5/6 mRNA and proteins were clearly upregulated in cutaneous melanoma patients, and high expression levels of E2F1/2/3/6 were statistically related to high methylation levels. Increased mRNA expression of E2F1/2/3/6 was related to lower overall survival rates (OS) and disease-free survival (DFS) in cutaneous melanoma cases. Meanwhile, E2F1/2/3/6 carried out these effects through regulating multiple signaling pathways, including the MAPK, PI3K-Akt and p53 signaling pathways. Taking together, our findings suggest that E2F1/2/3/6 could act as potential targets for precision therapy in cutaneous melanoma patients.
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Affiliation(s)
- Jing Li
- Department of Dermatology, Chongqing Traditional Chinese Medicine HospitalChongqing 400011, P. R. China
| | - Xiao-Lei Shu
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Qing Shao
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Qian Luo
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Qing-Chun Diao
- Department of Dermatology, Chongqing Traditional Chinese Medicine HospitalChongqing 400011, P. R. China
| | - Xin Zhang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Jiang-Dong Sui
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Jing Guo
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Dan Tao
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Xian Zhou
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Ying Wang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
| | - Can Wang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer HospitalChongqing 400030, China
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