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Pan H, Jing C. Immune cells mediate the causal pathway linking circulating complements to cancer: A Mendelian randomization study. Inflamm Res 2024; 73:2141-2152. [PMID: 39352488 DOI: 10.1007/s00011-024-01955-9] [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: 08/09/2024] [Revised: 08/09/2024] [Accepted: 09/27/2024] [Indexed: 12/11/2024] Open
Abstract
BACKGROUND The role of complement in cancer remains controversial. Whether immune cells and inflammatory factors mediate the pathway from complement to cancer has not been fully elucidated. METHODS We conducted bidirectional Mendelian randomization (MR) analysis to explore the causal association between complement components and cancer. Meta-analysis was conducted to enhance the robustness of the results. We further explored the mediation roles of immune cells and inflammatory factors in these associations. RESULTS Our study identified causal associations between 11 complement components and 12 types of cancer. Furthermore, we identified five immune cells as potential mediators: BAFF-R on IgD + CD38- naive B cell mediated 7.434% of the increased risk for liver cancer from C3; CD4 on CD39 + activated CD4 regulatory T cell mediated 12.384% of the increased risk for biliary tract cancer from CD93; CD25 + + CD45RA + CD4 not regulatory T cell and Basophil %CD33dim HLA DR- CD66b- mediated 7.721% and 7.986% of the increased risk of colorectal cancer from MASP1, respectively; CD45RA on resting CD4 regulatory T cell mediated 11.444% of the increased risk of skin cancer from MASP1. CONCLUSION This study revealed the causal relationships between complement components and certain cancers, with five immune cells as potential mediators.
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Affiliation(s)
- Hao Pan
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, 250021, Shandong, People's Republic of China
| | - Changqing Jing
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, 250021, Shandong, People's Republic of China.
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China.
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Qian S, Gong J, Shen X, Chen M, Cheng Y, Zhu J, Huang M, Shi Z, Xiao G, Hu K, Li K. Causal role of genetically predicted 731 immune cell phenotypes in chronic lymphatic leukemia: A bidirectional Mendelian randomization study. Leuk Res 2024; 148:107621. [PMID: 39566130 DOI: 10.1016/j.leukres.2024.107621] [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: 10/06/2024] [Revised: 11/01/2024] [Accepted: 11/08/2024] [Indexed: 11/22/2024]
Abstract
INTRODUCTION The direct causal relationship between these anomalies and chronic lymphatic leukemia (CLL) remains ambiguous. This study sought to investigate the potential causal link between immune cells and CLL. MATERIALS AND METHODS The summary data for genome-wide association studies utilized in this research were sourced from various publicly accessible databases, including the GWAS and FinnGen databases. By amalgamating these extensive genetic resources, we applied an array of cutting-edge Mendelian randomization (MR) analytical techniques. Specifically, we employed the inverse variance weighting (IVW) method, the weighted median method, the MR-Egger method, the Cochran Q test, Leave-One-Out sensitivity analysis, and the weighted model method to rigorously evaluate the potential causal link between multiple immune cell phenotypes and CLL. RESULTS IVW analyses consistently demonstrated significant causal associations between five groups of immune cells and CLL. These associations were observed in both forward MR analyses from immune cells to CLL, and reverse MR analyses from CLL to immune cells. The five groups of immune cells under investigation included CD14+ CD16- monocyte Absolute Count, CD4+CD8+ T cell Absolute Count, BAFF-R on IgD- CD27- B cell, HLA DR+ T cell Absolute Count, and CD4+ T cell Absolute Count. Further sensitivity analyses not only confirmed the consistency in the direction of the association but also ruled out potential heterogeneity and horizontal pleiotropy effects. This enhanced the robustness and reliability of the study findings. CONCLUSION This investigation discerned definitive causal links between five immune cell phenotypes and CLL, underscoring the pivotal role of immune cells in the pathogenesis of this disease.
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Affiliation(s)
- Suying Qian
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Jiali Gong
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Xiu Shen
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Mengjie Chen
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Yiquan Cheng
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Jingwen Zhu
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Mengmeng Huang
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Zhilong Shi
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Gangfeng Xiao
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Keyue Hu
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China
| | - Kesang Li
- Department of Hematology and Oncology, Ningbo No. 2 Hospital, Ningbo, Zhejiang 315000, China.
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Zhu X, Qiu Z, Yang M, Yang J, Kong L, Li L, Huang Y, Xie L. Causal associations of BAFF-R on IgD+ CD24- B cell immune cell trait with hepatocellular carcinoma and the mediating role of phenylacetylglutamate levels: a Mendelian randomization study. J Cancer 2024; 15:4591-4603. [PMID: 39006080 PMCID: PMC11242345 DOI: 10.7150/jca.96059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 06/13/2024] [Indexed: 07/16/2024] Open
Abstract
We conducted a bi-directional two-sample Mendelian randomization (MR) analysis to investigate the causal associations between immune cell traits and hepatocellular carcinoma (HCC) and identified the mediating factor of metabolites. The exposure factors were immune cell traits, the mediators were metabolites, and the outcome variable was HCC. Inverse-variance weighted method (IVW) was the main method. Weighted median, MR-Egger regression, weighted mode, simple mode, and MR pleiotropy residual sum and outlier (MRPRESSO) methods were used as complementary methods. The results were tested by using the Bayesian weighted Mendelian randomization (BWMR) approach in our MR study. Subsequently, the potential mediating effect was investigated by conducting a two-step mediation analysis. We identified 26 traits with suggestive correlations between immune cell traits and HCC, with 4 immune cell traits among them having causal correlations with HCC. There were no causal correlations between HCC and immune cell traits in the reverse MR analysis. In the mediation analysis, we found a positive causal association between B cell-activating factor receptors (BAFF-R) on IgD+ CD24- B cell and HCC [IVW: odd ratio (OR), 0.845; 95% CI, 0.759-0.942; p = 0.002]. Phenylacetylglutamate (PAG) levels mediated 7.353% of the causal pathway from BAFF-R on IgD+ CD24- B cell and HCC. In conclusion, BAFF-R on IgD+ CD24- B cell lowers risk of HCC, with PAG levels playing a mediating role.
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Affiliation(s)
- Xuan Zhu
- Department of Medical Laboratory, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guanxi, China
| | - Zongchao Qiu
- Fujian Yuanshizhuling Community Health Service center, Jiangnan district, Nanning 530031, Guanxi, China
| | - Maochun Yang
- Department of Medical Laboratory, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guanxi, China
| | - Jiali Yang
- Department of Occupational and Environmental Health, Beihai Center for Diseases Prevention and Control (Beihai Institute of Health Supervisio), Beihai, 536000, Guanxi, China
| | - Lingxi Kong
- Department of Medical Laboratory, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guanxi, China
| | - Limin Li
- Department of Medical Laboratory, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guanxi, China
| | - Yingting Huang
- Department of Medical Laboratory, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guanxi, China
| | - Li Xie
- Department of Medical Laboratory, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guanxi, China
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Tang J, Zhang S, Jiang L, Liu J, Xu J, Jiang C, Chen Z, Zhou X, Fuller C, Huang J, Chen H, Yang G, Bai C, Yin D, Li B, Chi H. Causal relationship between immune cells and hepatocellular carcinoma: a Mendelian randomisation study. J Cancer 2024; 15:4219-4231. [PMID: 38947379 PMCID: PMC11212088 DOI: 10.7150/jca.96744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/27/2024] [Indexed: 07/02/2024] Open
Abstract
Background: Hepatocellular carcinoma (HCC), the predominant malignancy of the digestive tract, ranks as the third most common cause of cancer-related mortality globally, significantly impeding human health and lifespan. Emerging immunotherapeutic approaches have ignited fresh optimism for patient outcomes. This investigation probes the link between 731 immune cell phenotypes and HCC through Mendelian Randomization and single-cell sequencing, aiming to unearth viable drug targets and dissect HCC's etiology. Methods: We conducted an exhaustive two-sample Mendelian Randomization analysis to ascertain the causal links between immune cell features and HCC, utilizing publicly accessible genetic datasets to explore the causal connections of 731 immune cell traits with HCC susceptibility. The integrity, diversity, and potential horizontal pleiotropy of these findings were rigorously assessed through extensive sensitivity analyses. Furthermore, single-cell sequencing was employed to penetrate the pathogenic underpinnings of HCC. Results: Establishing a significance threshold of pval_Inverse.variance.weighted at 0.05, our study pinpointed five immune characteristics potentially elevating HCC risk: B cell % CD3- lymphocyte (TBNK panel), CD25 on IgD+ (B cell panel), HVEM on TD CD4+ (Maturation stages of T cell panel), CD14 on CD14+ CD16- monocyte (Monocyte panel), CD4 on CD39+ activated Treg ( Treg panel). Conversely, various cellular phenotypes tied to BAFF-R expression emerged as protective elements. Single-cell sequencing unveiled profound immune cell phenotype interactions, highlighting marked disparities in cell communication and metabolic activities. Conclusion: Leveraging MR and scRNA-seq techniques, our study elucidates potential associations between 731 immune cell phenotypes and HCC, offering a window into the molecular interplays among cellular phenotypes, and addressing the limitations of mono-antibody therapeutic targets.
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Affiliation(s)
- Jingyi Tang
- Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital, Southwest Medical University, Sichuan, China
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Shengke Zhang
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Lai Jiang
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Jie Liu
- Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital, Southwest Medical University, Sichuan, China
- Department of General Surgery, Dazhou Central Hospital, Dazhou 635000, China
| | - Jiayu Xu
- School of Science, Minzu University of China, Beijing, 100081 China
| | - Chenglu Jiang
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Zipei Chen
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Xuancheng Zhou
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Claire Fuller
- Department of Chemical and Biomolecular Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jinbang Huang
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Haiqing Chen
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens 45701, OH, USA
| | - Changsong Bai
- Department of General Surgery, Xuyong People's Hospital, Luzhou, China
| | - Defeng Yin
- Department of Emergency Medicine, The Affiliated Hospital, Southwest Medical University, 646000 Luzhou, China
- Department of Emergency Medicine, Xuyong People's Hospital, Luzhou, China
| | - Bo Li
- Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital, Southwest Medical University, Sichuan, China
| | - Hao Chi
- Department of Clinical Medicine, Southwest Medical University, Luzhou 646000, China
- Department of General Surgery, Xuyong People's Hospital, Luzhou, China
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A New Inflammation-Related Risk Model for Predicting Hepatocellular Carcinoma Prognosis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:5396128. [PMID: 35572724 PMCID: PMC9098315 DOI: 10.1155/2022/5396128] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 04/20/2022] [Indexed: 01/15/2023]
Abstract
Background Hepatocellular carcinoma (HCC) is characterized by a poor prognosis. Inflammation has a vital role in the formation and development of HCC. However, the prediction of HCC prognosis using inflammation-related genes (IRGs) remains elusive. In this study, we constructed a new IRG risk model to predict the HCC prognosis. Results HCC-related RNA expression profiles and their corresponding clinical data were downloaded from TCGA and ICGC databases to explore the IRGs' predicting ability. Seven hundred thirty-seven IRGs from GeneCards were used as candidate genes to construct the model. The associations of overall survival (OS) with IRGs were evaluated using the log-rank test and univariate Cox analysis, and 32 out of 737 IRGs showed predicting the potential for HCC prognosis. These IRGs were further analyzed using the least absolute shrinkage and selection operator (LASSO) and multivariate Cox analyses. Finally, 6 IRGs were included in an IRG risk model. Based on the cut-off of the risk score calculated according to the IRG risk model, HCC samples were divided into the high-risk and the low-risk groups. The OS of patients was lower in the high-risk group than in the low-risk group (P < 0.05). The area under the receiver operating characteristic curve (AUC) of the risk score was 0.78 for 3-year survival. Univariate Cox and multivariate Cox analyses revealed that the risk score was an independent risk factor for HCC prognosis. The KEGG and GO enrichment analysis results further showed that the risk scores were closely related to inflammatory and immune pathways. In addition, the ssGSEA demonstrated that several immune cells and some immune-related pathways were negatively correlated with the risk score. Conclusions The new IRG risk score was an independent risk factor for HCC prognosis and could be used to assess the immune status of the HCC microenvironment.
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Gao L, Morine Y, Yamada S, Saito Y, Ikemoto T, Tokuda K, Miyazaki K, Okikawa S, Takasu C, Shimada M. The BAFF/NFκB axis is crucial to interactions between sorafenib-resistant HCC cells and cancer-associated fibroblasts. Cancer Sci 2021; 112:3545-3554. [PMID: 34159680 PMCID: PMC8409310 DOI: 10.1111/cas.15041] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/17/2021] [Accepted: 06/19/2021] [Indexed: 02/06/2023] Open
Abstract
The tumor microenvironment affects malignancy in hepatocellular carcinoma (HCC) cells, and cancer-associated fibroblasts (CAFs) play an important role in the microenvironment. As recent studies indicated a difference between CAFs isolated from chemoresistant and non-resistant cancer tissues, therefore we investigated the intracellular mechanism in resistant HCC co-cultured CAFs and interactions between these CAFs with cancer cells. We established a sorafenib-resistant (SR) Huh7 (human HCC) cell line, and characterized it with cytokine assays, then developed CAFs by co-culturing human hepatic stellate cells with resistant or parental Huh7 cells. The 2 types of CAFs were co-cultured with parental Huh7 cells, thereafter the cell viability of these Huh7 cells was checked under sorafenib treatment. The SR Huh7 (Huh7SR ) cells expressed increased B-cell activating factor (BAFF), which promoted high expression of CAF-specific markers in Huh7SR -co-cultured CAFs, showed activated BAFF, BAFF-R, and downstream of the NFκB-Nrf2 pathway, and aggravated invasion, migration, and drug resistance in co-cultured Huh7 cells. When we knocked down BAFF expression in Huh7SR cells, the previously increased malignancy and BAFF/NFκB axis in Huh7SR -co-cultured CAFs reversed, and enhanced chemoresistance in co-cultured Huh7 cells returned as well. In conclusion, the BAFF/NFκB pathway was activated in CAFs co-cultured with cell-culture medium from resistant Huh7, which promoted chemoresistance, and increased the malignancy in co-cultured non-resistant Huh7 cells. This suggests that the BAFF/NFκB axis in CAFs might be a potential therapeutic target in chemoresistance of HCC.
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Affiliation(s)
- Luping Gao
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Yuji Morine
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Shinichiro Yamada
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Yu Saito
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Tetsuya Ikemoto
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Kazunori Tokuda
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Katsuki Miyazaki
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Shouhei Okikawa
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Chie Takasu
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Mitsuo Shimada
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
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Chen Q, Lu X, Zhang X. Noncanonical NF-κB Signaling Pathway in Liver Diseases. J Clin Transl Hepatol 2021; 9:81-89. [PMID: 33604258 PMCID: PMC7868705 DOI: 10.14218/jcth.2020.00063] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 11/04/2020] [Accepted: 11/23/2020] [Indexed: 12/11/2022] Open
Abstract
The noncanonical NF-κB signaling pathway is an important branch of NF-κB signaling. It is involved in regulating multiple important biological processes, including inflammation and host immune response. A central adaptor protein of the noncanonical NF-κB pathway is NF-κB-inducing kinase (NIK), which activates the downstream kinase IKKα to process p100 to p52, thereby forming the RelB/p52 heterodimer to initiate the expression of target genes. Currently, many specific inhibitors and monoclonal antibodies targeting or triggering this pathway are being developed and tested for various diseases, including cancers, autoimmune diseases, and virus infection. Given that aberrant activation of the noncanonical NF-κB pathway is frequently observed in various liver diseases, targeting this pathway may be a promising therapeutic strategy to alleviate liver inflammation. Moreover, activation of this pathway may contribute to the antiviral immune response and promote the clearance of persistent hepatotropic virus infection. Here, we review the role of the noncanonical NF-κB pathway in the occurrence and development of different liver diseases, and discuss the potency and application of modulating the noncanonical NF-κB pathway for treatment of these liver diseases.
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Affiliation(s)
- Qianhui Chen
- State Key Laboratory of Organ Failure Research, Guangdong Provincial Key Laboratory of Viral Hepatitis Research, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou,Guangdong, China
| | - Xinyu Lu
- State Key Laboratory of Organ Failure Research, Guangdong Provincial Key Laboratory of Viral Hepatitis Research, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou,Guangdong, China
| | - Xiaoyong Zhang
- State Key Laboratory of Organ Failure Research, Guangdong Provincial Key Laboratory of Viral Hepatitis Research, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou,Guangdong, China
- Hepatology Unit, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
- Correspondence to: Xiaoyong Zhang, Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, No. 1838, North Guangzhou Avenue, Guangzhou, Guangdong 510515, China. Tel: +86-20-62787830, E-mail:
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