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Shu G, Chen M, Liao W, Fu L, Lin M, Gui C, Cen J, Lu J, Chen Z, Wei J, Chen W, Wang Y, Zhu J, Zhao T, Liu X, Jing J, Liu GC, Pan Y, Luo J, Zhang J. PABPC1L Induces IDO1 to Promote Tryptophan Metabolism and Immune Suppression in Renal Cell Carcinoma. Cancer Res 2024; 84:1659-1679. [PMID: 38382068 PMCID: PMC11094425 DOI: 10.1158/0008-5472.can-23-2521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 01/02/2024] [Accepted: 02/16/2024] [Indexed: 02/23/2024]
Abstract
The tumor microenvironment (TME) in renal cell carcinomas (RCC) is marked by substantial immunosuppression and immune resistance despite having extensive T-cell infiltration. Elucidation of the mechanisms underlying immune evasion could help identify therapeutic strategies to boost the efficacy of immune checkpoint blockade (ICB) in RCC. This study uncovered a mechanism wherein the polyadenylate-binding protein PABPC1L modulates indoleamine 2,3-dioxygenase 1 (IDO1), a prospective target for immunotherapy. PABPC1L was markedly upregulated in RCC, and high PABPC1L expression correlated with unfavorable prognosis and resistance to ICB. PABPC1L bolstered tryptophan metabolism by upregulating IDO1, inducing T-cell dysfunction and Treg infiltration. PABPC1L enhanced the stability of JAK2 mRNA, leading to increased JAK2-STAT1 signaling that induced IDO1 expression. Additionally, PABPC1L-induced activation of the JAK2-STAT1 axis created a positive feedback loop to promote PABPC1L transcription. Conversely, loss of PABPC1L diminished IDO1 expression, mitigated cytotoxic T-cell suppression, and enhanced responsiveness to anti-PD-1 therapy in patient-derived xenograft models. These findings reveal the crucial role of PABPC1L in facilitating immune evasion in RCC and indicate that inhibiting PABPC1L could be a potential immunotherapeutic approach in combination with ICB to improve patient outcomes. SIGNIFICANCE PABPC1L functions as a key factor in renal cell carcinoma immune evasion, enhancing IDO1 and impeding T-cell function, and represents a potential target to enhance the efficacy of immune checkpoint blockade therapy.
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MESH Headings
- Carcinoma, Renal Cell/immunology
- Carcinoma, Renal Cell/metabolism
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/drug therapy
- Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism
- Indoleamine-Pyrrole 2,3,-Dioxygenase/genetics
- Humans
- Kidney Neoplasms/immunology
- Kidney Neoplasms/metabolism
- Kidney Neoplasms/pathology
- Kidney Neoplasms/genetics
- Kidney Neoplasms/drug therapy
- Tryptophan/metabolism
- Animals
- Mice
- Tumor Microenvironment/immunology
- Janus Kinase 2/metabolism
- Cell Line, Tumor
- STAT1 Transcription Factor/metabolism
- STAT1 Transcription Factor/genetics
- Gene Expression Regulation, Neoplastic
- Immune Checkpoint Inhibitors/pharmacology
- Immune Checkpoint Inhibitors/therapeutic use
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Guannan Shu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
- Department of Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou, P.R. China
| | - Minyu Chen
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Wuyuan Liao
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Liangmin Fu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Mingjie Lin
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Chengpeng Gui
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Junjie Cen
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Jun Lu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Zhenhua Chen
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Jinhuan Wei
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Wei Chen
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Yinghan Wang
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Jiangquan Zhu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Tianxin Zhao
- Department of Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou, P.R. China
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, P.R. China
| | - Xiaonan Liu
- Center for Reproductive Medicine, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, P.R. China
| | - Jiajia Jing
- The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, P.R. China
| | - Guo-chang Liu
- Department of Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou, P.R. China
| | - Yihui Pan
- Department of Urology, the Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu, P.R. China
| | - Junhang Luo
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Jiaxing Zhang
- Department of Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, P.R. China
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Böttrich T, Bauer P, Gröβer V, Huber M, Raifer H, Frech T, Nolte S, Dombrowski T, Cemic F, Sommer N, Ringseis R, Eder K, Krüger K, Weyh C. Subpopulations of regulatory T cells are associated with subclinical atherosclerotic plaques, levels of LDL, and cardiorespiratory fitness in the elderly. JOURNAL OF SPORT AND HEALTH SCIENCE 2024; 13:288-296. [PMID: 37951470 PMCID: PMC11117006 DOI: 10.1016/j.jshs.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 08/15/2023] [Accepted: 09/15/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND Atherosclerosis forms the pathological basis for the development of cardiovascular disease. Since pathological processes initially develop without clinically relevant symptoms, the identification of early markers in the subclinical stage plays an important role for initiating early interventions. There is evidence that regulatory T cells (Tregs) are involved in the development of atherosclerosis. Therefore, the present study aimed to identify and investigate associations with Tregs and their subsets in a cohort of healthy elderly individuals with and without subclinical atherosclerotic plaques (SAP). In addition, various lifestyle and risk factors, such as cardiorespiratory fitness, were investigated as associated signatures. METHODS A cross-sectional study was performed in 79 participants (male: n = 50; age = 63.6 ± 3.7 years; body mass index = 24.9 ± 3.1 kg/m²; mean ± SD) who had no previous diagnosis of chronic disease and were not taking medication. Ultrasound of the carotids to identify SAP, cardiovascular function measurement for vascular assessment and a cardiorespiratory fitness test to determine peak oxygen uptake were performed. Additionally, tests were conducted to assess blood lipids and determine glucose levels. Immunophenotyping of Tregs and their subtypes (resting (rTregs) and effector/memory (mTregs)) was performed by 8-chanel flow cytometry. Participants were categorized according to atherosclerotic plaque status. Linear and logistic regression models were used to analyze associations between parameters. RESULTS SAP was detected in a total of 29 participants. The participants with plaque were older (64.8 ± 3.6 years vs. 62.9 ± 3.5 years) and had higher peripheral systolic blood pressure (133.8 ± 14.7 mmHg vs. 125.8 ± 10.9 mmHg). The participants with SAP were characterized by a lower percentage of rTregs (28.8% ± 10.7% vs. 34.6% ± 10.7%) and a higher percentage of mTregs (40.3% ± 14.7% vs. 30.0% ± 11.9%). Multiple logistic regression identified age (odds ratio (OR) = 1.20 (95% confidence interval (95%CI): 1.01-1.42)) and mTregs (OR = 1.05 (95%CI: 1.02-1.10)) as independent risk factors for SAP. Stepwise linear regression could reveal an association of peak oxygen uptake (β = 0.441), low-density lipoprotein (LDL) (β = -0.096), and SAP (β = 6.733) with mTregs and LDL (β = 0.104) with rTregs. CONCLUSION While at an early stage of SAP, the total proportion of Tregs gives no indication of vascular changes, this is indicated by a shift in the Treg subgroups. Factors such as serum LDL or cardiopulmonary fitness may be associated with this shift and may also be additional diagnostic indicators. This could be used to initiate lifestyle-based preventive measures at an early stage, which may have a protective effect against disease progression.
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Affiliation(s)
- Tim Böttrich
- Department of Exercise Physiology and Sports Therapy, Institute of Sports Science, Justus-Liebig-University, Giessen 35394, Germany
| | - Pascal Bauer
- Department of Cardiology and Angiology, Justus-Liebig-University Giessen, Giessen 35392, Germany
| | - Vincent Gröβer
- Department of Cardiology and Angiology, Justus-Liebig-University Giessen, Giessen 35392, Germany
| | - Magdalena Huber
- Department of Cardiology and Angiology, Justus-Liebig-University Giessen, Giessen 35392, Germany
| | - Hartmann Raifer
- Institute for Systems Immunology, Center for Tumor und Immunology, Marburg 35032, Germany
| | - Torsten Frech
- Department of Exercise Physiology and Sports Therapy, Institute of Sports Science, Justus-Liebig-University, Giessen 35394, Germany
| | - Svenja Nolte
- Department of Exercise Physiology and Sports Therapy, Institute of Sports Science, Justus-Liebig-University, Giessen 35394, Germany
| | - Theresa Dombrowski
- Department of Exercise Physiology and Sports Therapy, Institute of Sports Science, Justus-Liebig-University, Giessen 35394, Germany
| | - Franz Cemic
- TH Mittelhessen, Department of Computer Science, University of Applied Sciences Giessen, Giessen 35390, Germany
| | - Natascha Sommer
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen 35394, Germany; Excellence Cluster Cardio-Pulmonary Institute (CPI), Justus-Liebig University, Giessen 35394, Germany
| | - Robert Ringseis
- Institute of Animal Nutrition and Nutrition Physiology, Justus-Liebig-University Giessen, Giessen 35390, Germany
| | - Klaus Eder
- Institute of Animal Nutrition and Nutrition Physiology, Justus-Liebig-University Giessen, Giessen 35390, Germany
| | - Karsten Krüger
- Department of Exercise Physiology and Sports Therapy, Institute of Sports Science, Justus-Liebig-University, Giessen 35394, Germany.
| | - Christopher Weyh
- Department of Exercise Physiology and Sports Therapy, Institute of Sports Science, Justus-Liebig-University, Giessen 35394, Germany
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Wang G, Romero Y, Thevarajan I, Zolkiewska A. ADAM12 abrogation alters immune cell infiltration and improves response to checkpoint blockade therapy in the T11 murine model of triple-negative breast cancer. Oncoimmunology 2022; 12:2158006. [PMID: 36545255 PMCID: PMC9762783 DOI: 10.1080/2162402x.2022.2158006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Immunosuppressive tumor microenvironment (TME) impedes anti-tumor immune responses and contributes to immunotherapy resistance in triple-negative breast cancer (TNBC). ADAM12, a member of cell surface metalloproteases, is selectively upregulated in mesenchymal/claudin-low TNBCs, where its expression is largely restricted to tumor cells. The role of cancer cell-expressed ADAM12 in modulating the immune TME is not known. We show that Adam12 knockout in the T11 mouse syngeneic transplantation model of claudin-low TNBC leads to decreased numbers of tumor-infiltrating neutrophils (TINs)/polymorphonuclear myeloid-derived suppressor cells (PMN-MDSCs) and increased numbers of tumor-infiltrating B cells and T cells. ADAM12 loss in cancer cells increases chemotaxis of B cells in vitro and this effect is eliminated by inhibition of CXCR4, a receptor for CXCL12, or anti-CXCL12 blocking antibody. Importantly, ADAM12 loss in T11 cancer cells sensitizes tumors to anti-PD1/anti-CTLA4 combination therapy, although the initial responsiveness is followed by acquired therapy resistance. Depletion of B cells in mice eliminates the improved response to immune checkpoint blockade of Adam12 knockout T11 tumors. Analysis of gene expression data for claudin-low TNBCs from the METABRIC patient cohort shows significant inverse correlations between ADAM12 and gene expression signatures of several anti-tumor immune cell populations, as well as a significant positive correlation between ADAM12 and gene expression signature of TINs/PMN-MDSCs. Collectively, these results implicate ADAM12 in immunosuppression within the TME in TNBC.
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Affiliation(s)
- Guanpeng Wang
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, KS, USA
| | - Yeni Romero
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, KS, USA
| | - Indhujah Thevarajan
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, KS, USA
| | - Anna Zolkiewska
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, KS, USA,CONTACT Anna Zolkiewska Department of Biochemistry and molecular Biophysics, Kansas State University, 141 Chalmers Hall, Manhattan, KS66506, USA
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Shi ZY, Zhang SX, Fan D, Li CH, Cheng ZH, Xue Y, Wu LX, Lu KY, Yang SY, Cheng Y, Wu ZF, Gao C, Li XF, Liu HY, Li SJ. Dynamic Immune Function Changes Before and After the First Radioactive Iodine Therapy After Total Resection of Differentiated Thyroid Carcinoma. Front Immunol 2022; 13:901263. [PMID: 35844520 PMCID: PMC9280633 DOI: 10.3389/fimmu.2022.901263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/30/2022] [Indexed: 12/02/2022] Open
Abstract
The effects of total thyroidectomy or radioactive iodine therapy on immune activation and suppression of the tumor microenvironment remain unknown. We aimed to investigate the effects of these treatments on the immune function in patients with differentiated thyroid carcinoma (DTC). Our cohort included 45 patients with DTC treated with total thyroidectomy and radioactive iodine therapy (RAIT). Immune function tests were performed by flow cytometry at 0, 30, and 90 days post-RAIT. Both the percentage and absolute number of circulating regulatory T cells were significantly lower in the postoperative DTC compared to the healthy controls. Notably, the absolute number of multiple lymphocyte subgroups significantly decreased at 30 days post-RAIT compared to those pre-RAIT. The absolute counts of these lymphocytes were recovered at 90 days post-RAIT, but not at pre-RAIT levels. Additionally, the Th17 cell percentage before RAIT was positively correlated with thyroglobulin (Tg) levels after RAIT. The tumor burden might contribute to increased levels of circulating Tregs. In conclusion, RAIT caused transient radiation damage in patients with DTC and the percentage of Th17 cells before RAIT could be a significant predictor of poor prognosis in patients with DTC.
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Affiliation(s)
- Zhi-Yong Shi
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Sheng-Xiao Zhang
- Department of Rheumatology, Second Hospital of Shanxi Medical University, Taiyuan, China
- Key Laboratory of Cellular Physiology, Ministry of Education, Shanxi Medical University, Taiyuan, China
| | - Di Fan
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Cai-Hong Li
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zhe-Hao Cheng
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yan Xue
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Li-Xiang Wu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Ke-Yi Lu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Su-Yun Yang
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yan Cheng
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zhi-Fang Wu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Chong Gao
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Xiao-Feng Li
- Department of Rheumatology, Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Hai-Yan Liu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- *Correspondence: Hai-Yan Liu, ; Si-Jin Li,
| | - Si-Jin Li
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Key Laboratory of Cellular Physiology, Ministry of Education, Shanxi Medical University, Taiyuan, China
- *Correspondence: Hai-Yan Liu, ; Si-Jin Li,
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Bao L, Sun K, Zhang X. PANX1 is a potential prognostic biomarker associated with immune infiltration in pancreatic adenocarcinoma: A pan-cancer analysis. Channels (Austin) 2021; 15:680-696. [PMID: 34796785 PMCID: PMC8632293 DOI: 10.1080/19336950.2021.2004758] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Pannexin 1 (PANX1) channel is a critical ATP-releasing pathway that modulates tumor immunity, progression, and prognosis. However, the roles of PANX1 in different cancers remain unclear. We analyzed the expression of PANX1 in human pan-cancer in the Oncomine and GEPIA2.0 databases. The prognostic value of PANX1 expression was determined using Kaplan-Meier plotter and OncoLnc tools. The correlation between PANX1 and tumor-infiltrating immune cells was investigated using the TIMER 2.0. In addition, the relationship between PANX1 and immunomodulators was explored using TISIDB. Finally, gene set enrichment analysis (GSEA) was performed utilizing LinkedOmics. The results indicated that PANX1 was overexpressed in most cancers compared to normal tissues. The high expression of PANX1 was associated with poor prognosis in multiple tumors, especially in pancreatic adenocarcinoma (PAAD). In addition, PANX1 was correlated with a variety of immunomodulators, such as CD274, IL10, CD276, IL2RA, TAP1, and TAP2. PANX1 expression level was significantly related to infiltration of multiple immune cells in many cancers, including cancer associated fibroblast, macrophage, and neutrophil cells. Further analysis revealed that PANX1 was significantly associated with T cells CD8+ (rho = 0.524, P = 1.94e-13) and Myeloid dendritic cell (rho = 0.564, P = 9.45e-16). GSEA results showed that PANX1 was closely associated with leukocyte cell-cell adhesion, endoplasmic reticulum lumen, ECM-receptor interaction, and Focal adhesion pathways in PAAD. PANX1 expression was higher in pan-cancer samples than in normal tissues. The high expression of PANX1 was associated with poor outcome and immune infiltration in multiple cancers, especially in PAAD.
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Affiliation(s)
- Lingling Bao
- Department of Hematology and Oncology, Beilun District People's Hospital, Ningbo, Zhejiang, China
| | - Kai Sun
- Liuzhou People's Hospital, Liuzhou, Guangxi, China
| | - Xuede Zhang
- Department of Hematology and Oncology, Beilun District People's Hospital, Ningbo, Zhejiang, China
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