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Miao D, Shi J, Xiong Z, Xiao W, Meng X, Lv Q, Xie K, Yang H, Zhang X. As a prognostic biomarker of clear cell renal cell carcinoma RUFY4 predicts immunotherapy responsiveness in a PDL1-related manner. Cancer Cell Int 2022; 22:66. [PMID: 35135552 PMCID: PMC8822671 DOI: 10.1186/s12935-022-02480-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 01/21/2022] [Indexed: 12/28/2022] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC) is one of the most lethal malignancies in the urinary system and the existing immunotherapy has not achieved satisfactory outcomes. Therefore, this study aims at establishing a novel gene signature for immune infiltration and clinical outcome (overall survival and immunotherapy responsiveness) in ccRCC patients. Methods Based on RNA sequencing data and clinical information in The Cancer Genome Atlas (TCGA) database, we calculated proportions of immune cells in 611 samples using an online tool CIBERSORTx. Multivariate survival analysis was conducted to determine crucial survival-associated immune cells and immune-infiltration-related genes (IIRGs). Next, the clinical specimens and common renal cancer cell lines were applied to confirm IIRGs expression at protein and RNA levels. Finally, functional enrichment analyses and siRNA technology targeted to RUFY4 were implemented to verify its function of predicting immunotherapy response. Results Follicular helper T cells (TFHs) and Regulatory T cells (Tregs) were highly infiltrated in the tumor microenvironment (TME) and their relative proportions were independent prognostic factors for patients. Among IIRGs of TFHs and TREGs, RUFY4 was found to be highly activated in tumor microenvironment and its co-expression network was enriched in PDL1/PD1 checkpoint pathway in cancer. Additionally, knockdown of RUFY4 led to the decline of PDL1 and proliferation ability in ccRCC cell lines. Conclusion TFHs and Tregs were considered as prognostic biomarkers and RUFY4 was an immunotherapeutic predictor of ccRCC patients in a PDL1-Related manner. Supplementary Information The online version contains supplementary material available at 10.1186/s12935-022-02480-7.
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Affiliation(s)
- Daojia Miao
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jian Shi
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Zhiyong Xiong
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wen Xiao
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiangui Meng
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Qingyang Lv
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Kairu Xie
- Department of Pathogenic Biology, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Hongmei Yang
- Department of Pathogenic Biology, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Xiaoping Zhang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China. .,Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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Chen Z, Chen Y, Zhou J, Li Y, Gong C, Wang X. Netrin-1 reduces lung ischemia-reperfusion injury by increasing the proportion of regulatory T cells. J Int Med Res 2021; 48:300060520926415. [PMID: 32485133 PMCID: PMC7271279 DOI: 10.1177/0300060520926415] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Objective Inflammation is the primary mechanism of lung ischemia-reperfusion
injury (LIRI) and neurologic factors can regulate inflammatory
immune responses. Netrin-1 is an axonal guidance molecule, but
whether Netrin-1 plays a role in LIRI remains unclear. Methods A mouse model of LIRI was established. Immunohistochemistry was
used to detect expression of Netrin-1 and to enumerate
macrophages and T cells in lung tissue. The proportion of
regulatory T cells (Tregs) was assessed by flow cytometry.
Levels of apoptosis were assessed by terminal deoxynucleotidyl
transferase dUTP nick end staining. Results Numbers of macrophages and T cells in the lung tissues of mice with
LIRI were elevated, while expression of netrin-1 was
significantly decreased. Flow cytometry showed that the
proportion of Tregs in mice with LIRI was significantly
decreased. The proportion of Tregs among lymphocytes was
positively correlated with netrin-1 expression. In
vitro experiments showed that netrin-1 promoted
an increase in Treg proportion through the A2b receptor. Animal
experiments showed that netrin-1 could inhibit apoptosis and
reduce T cell and macrophage infiltration by increasing the
proportion of Tregs, ultimately reducing LIRI. Treg depletion
using an anti-CD25 monoclonal antibody blocked the effects of
netrin-1. Conclusion Netrin-1 reduced LIRI by increasing the proportion of Tregs.
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Affiliation(s)
- Zhili Chen
- Department of Emergency Medicine, Wenzhou Central Hospital, Wenzhou, China
| | - Yuxi Chen
- Department of Emergency Medicine, Wenzhou Central Hospital, Wenzhou, China
| | - Jue Zhou
- Department of Emergency Medicine, Wenzhou Central Hospital, Wenzhou, China
| | - Yong Li
- Department of Emergency Medicine, Wenzhou Central Hospital, Wenzhou, China
| | - Changyao Gong
- Department of Emergency Medicine, Wenzhou Central Hospital, Wenzhou, China
| | - Xiaobo Wang
- Department of Critical Care Medicine, Wenzhou Central Hospital, Wenzhou, China
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Chen YH, Chen SH, Hou J, Ke ZB, Wu YP, Lin TT, Wei Y, Xue XY, Zheng QS, Huang JB, Xu N. Identifying hub genes of clear cell renal cell carcinoma associated with the proportion of regulatory T cells by weighted gene co-expression network analysis. Aging (Albany NY) 2019; 11:9478-9491. [PMID: 31672930 PMCID: PMC6874443 DOI: 10.18632/aging.102397] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 10/21/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND Numerous patients with clear cell renal cell carcinoma (ccRCC) experience drug resistance after immunotherapy. Regulatory T (Treg) cells may work as a suppressor for anti-tumor immune response. PURPOSE We performed bioinformatics analysis to better understand the role of Treg cells in ccRCC. RESULTS Module 10 revealed the most relevance with Treg cells. Functional annotation showed that biological processes and pathways were mainly related to activation of the immune system and the processes of immunoreaction. Four hub genes were selected: LCK, MAP4K1, SLAMF6, and RHOH. Further validation showed that the four hub genes well-distinguished tumor and normal tissues and were good prognostic biomarkers for ccRCC. CONCLUSION The identified hub genes facilitate our knowledge of the underlying molecular mechanism of how Treg cells affect ccRCC in anti-tumor immune therapy. METHODS The CIBERSORT algorithm was performed to evaluate tumor-infiltrating immune cells based on the Cancer Genome Atlas cohort. Weighted gene co-expression network analysis was conducted to explore the modules related to Treg cells. Gene Ontology analysis and pathway enrichment analysis were performed for functional annotation and a protein-protein interaction network was built. Samples from the International Cancer Genomics Consortium database was used as a validation set.
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Affiliation(s)
- Ye-Hui Chen
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Shao-Hao Chen
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Jian Hou
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Zhi-Bin Ke
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Yu-Peng Wu
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Ting-Ting Lin
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Yong Wei
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Xue-Yi Xue
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Qing-Shui Zheng
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Jin-Bei Huang
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Ning Xu
- Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
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Guo H, Xun L, Zhang R, Gou X. Ratio of CD147 high/CD147 low in CD4 +CD25 + T cells: A potential biomarker for early diagnosis and prediction of response to therapy for autoimmune diseases. Med Hypotheses 2018; 115:1-4. [PMID: 29685186 DOI: 10.1016/j.mehy.2018.03.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 03/19/2018] [Indexed: 12/16/2022]
Abstract
Regulatory T cell (Treg cell) is an important immunosuppressive T cell subset and plays a dominant role in maintaining the immune balance in vivo. The function defects in Treg cells have been involved in the pathogenesis of many autoimmune diseases. The detection of Treg cell suppressive function is important for early diagnosis and prediction of response to treatment for autoimmune diseases. The traditional detection of Treg cell suppressive function needs at least 20 mL peripheral blood sample of patients and the results would be got in sixth day, therefore, it could not be widely applied in clinical. However, to find fast and simple detection method is very important. CD147 is a transmembrane protein and its expression is related to Treg cell suppressive function. Recent research has shown that the Treg cells with high CD147 expression have stronger suppressive function than which with low CD147 expression. In this work, we detected the ratio of CD147high/CD147low in CD4+CD25+ T cells in patients with active AS using fluorescence-activated cell sorter (FACS). The results show the ratio of CD147high/CD147low decreased obviously in patients with active AS compared with healthy controls, which reflects the suppressive function deficit of Treg cell. In the same time, the detection of the ratio of CD147high/CD147low needs only 150 μL peripheral blood sample and the result would be got in 4 h. We therefore hypothesize that the ratio of CD147high/CD147low is a good indicator for the Treg cell function, and it is especially suitable for early diagnosis and prediction of response to therapy targeted recovering Treg cell function in autoimmune diseases.
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Affiliation(s)
- Huifang Guo
- School of Basic Medical Science & Shaanxi Key Laboratory of Brain Disorders, Xi'an Medical University, Xi'an 710021, China
| | - Liru Xun
- Shaanxi Provincial People's Hospital Affiliated to Xi'an Medical University, Xi'an 710068, China
| | - Ruisan Zhang
- School of Basic Medical Science & Shaanxi Key Laboratory of Brain Disorders, Xi'an Medical University, Xi'an 710021, China
| | - Xingchun Gou
- School of Basic Medical Science & Shaanxi Key Laboratory of Brain Disorders, Xi'an Medical University, Xi'an 710021, China.
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