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Zhu G, Guan F, Li S, Zhang Q, Zhang X, Qin Y, Sun Z, Peng S, Cheng J, Li Y, Ren R, Fan T, Liu H. Glutaminase potentiates the glycolysis in esophageal squamous cell carcinoma by interacting with PDK1. Mol Carcinog 2024; 63:897-911. [PMID: 38353358 DOI: 10.1002/mc.23696] [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: 11/08/2023] [Revised: 12/14/2023] [Accepted: 01/24/2024] [Indexed: 04/13/2024]
Abstract
Increasing evidence has demonstrated that glutaminase (GLS) as a key mitochondrial enzyme plays a pivotal role in glutaminolysis, which widely participates in glutamine metabolism serving as main energy sources and building blocks for tumor growth. However, the roles and molecular mechanisms of GLS in esophageal squamous cell carcinoma (ESCC) remains unknown. Here, we found that GLS was highly expressed in ESCC tissues and cells. GLS inhibitor CB-839 significantly suppressed cell proliferation, colony formation, migration and invasion of ESCC cells, whereas GLS overexpression displayed the opposite effects. In addition, CB-839 markedly suppressed glucose consumption and lactate production, coupled with the downregulation of glycolysis-related proteins HK2, PFKM, PKM2 and LDHA, whereas GLS overexpression exhibited the adverse results. In vivo animal experiment revealed that CB-839 dramatically suppressed tumor growth, whereas GLS overexpression promoted tumor growth in ESCC cells xenografted nude mice. Mechanistically, GLS was localized in mitochondria of ESCC cells, which interacted with PDK1 protein. CB-839 attenuated the interaction of GLS and PDK1 in ESCC cells by suppressing PDK1 expression, which further evoked the downregulation of p-PDHA1 (s293), however, GLS overexpression markedly enhanced the level of p-PDHA1 (s293). These findings suggest that interaction of GLS with PDK1 accelerates the glycolysis of ESCC cells by inactivating PDH enzyme, and thus targeting GLS may be a novel therapeutic approach for ESCC patients.
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Affiliation(s)
- Guangzhao Zhu
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Fangxia Guan
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Shenglei Li
- Department of Pathology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Qing Zhang
- The Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Translational Medicine Research Center Zhengzhou, Henan, China
| | - Xueying Zhang
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Yue Qin
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Zhangzhan Sun
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Shaohua Peng
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Jiexing Cheng
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Yiyang Li
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Ruili Ren
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Tianli Fan
- Department of Pharmacology, School of Basic Medicine, Zhengzhou University, Zhengzhou, Henan, China
| | - Hongtao Liu
- School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, China
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2
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Gomez Solsona B, Horn H, Schmitt A, Xu W, Bucher P, Heinrich A, Kalmbach S, Kreienkamp N, Franke M, Wimmers F, Schuhknecht L, Rosenwald A, Zampieri M, Ott G, Lenz G, Schulze-Osthoff K, Hailfinger S. Inhibition of glutaminase-1 in DLBCL potentiates venetoclax-induced antitumor activity by promoting oxidative stress. Blood Adv 2023; 7:7433-7444. [PMID: 37934892 PMCID: PMC10758723 DOI: 10.1182/bloodadvances.2023010964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 10/11/2023] [Accepted: 10/27/2023] [Indexed: 11/09/2023] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) is the most common lymphoma in adults, but first-line immunochemotherapy fails to produce a durable response in about one-third of the patients. Because tumor cells often reprogram their metabolism, we investigated the importance of glutaminolysis, a pathway converting glutamine to generate energy and various metabolites, for the growth of DLBCL cells. Glutaminase-1 (GLS1) expression was robustly detected in DLBCL biopsy samples and cell lines. Both pharmacological inhibition and genetic knockdown of GLS1 induced cell death in DLBCL cells regardless of their subtype classification, whereas primary B cells remained unaffected. Interestingly, GLS1 inhibition resulted not only in reduced levels of intermediates of the tricarboxylic acid cycle but also in a strong mitochondrial accumulation of reactive oxygen species. Supplementation of DLBCL cells with α-ketoglutarate or with the antioxidant α-tocopherol mitigated oxidative stress and abrogated cell death upon GLS1 inhibition, indicating an essential role of glutaminolysis in the protection from oxidative stress. Furthermore, the combination of the GLS1 inhibitor CB-839 with the therapeutic BCL2 inhibitor ABT-199 not only induced massive reactive oxygen species (ROS) production but also exhibited highly synergistic cytotoxicity, suggesting that simultaneous targeting of GLS1 and BCL2 could represent a novel therapeutic strategy for patients with DLBCL.
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Affiliation(s)
| | - Heike Horn
- Department of Clinical Pathology, Robert Bosch Hospital, Stuttgart, Germany
- Dr. Margarete Fischer Bosch Institute of Clinical Pharmacology, University of Tübingen, Stuttgart, Germany
| | - Anja Schmitt
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Wendan Xu
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Philip Bucher
- Interfaculty Institute of Biochemistry, University of Tübingen, Tübingen, Germany
| | - Aylin Heinrich
- Interfaculty Institute of Biochemistry, University of Tübingen, Tübingen, Germany
| | - Sabrina Kalmbach
- Department of Clinical Pathology, Robert Bosch Hospital, Stuttgart, Germany
- Dr. Margarete Fischer Bosch Institute of Clinical Pharmacology, University of Tübingen, Stuttgart, Germany
| | - Nina Kreienkamp
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Maik Franke
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Florian Wimmers
- Interfaculty Institute of Biochemistry, University of Tübingen, Tübingen, Germany
| | - Laurentz Schuhknecht
- Institute of Molecular Systems Biology, Department of Biology, ETH Zürich, Zürich, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Andreas Rosenwald
- Institute of Pathology, University of Würzburg and Comprehensive Cancer Center Mainfranken, Würzburg, Germany
| | - Mattia Zampieri
- Institute of Molecular Systems Biology, Department of Biology, ETH Zürich, Zürich, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - German Ott
- Department of Clinical Pathology, Robert Bosch Hospital, Stuttgart, Germany
| | - Georg Lenz
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Klaus Schulze-Osthoff
- Interfaculty Institute of Biochemistry, University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies,” University of Tübingen, Tübingen, Germany
| | - Stephan Hailfinger
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
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3
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Pang Y, Lu T, Xu-Monette ZY, Young KH. Metabolic Reprogramming and Potential Therapeutic Targets in Lymphoma. Int J Mol Sci 2023; 24:5493. [PMID: 36982568 PMCID: PMC10052731 DOI: 10.3390/ijms24065493] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 03/17/2023] Open
Abstract
Lymphoma is a heterogeneous group of diseases that often require their metabolism program to fulfill the demand of cell proliferation. Features of metabolism in lymphoma cells include high glucose uptake, deregulated expression of enzymes related to glycolysis, dual capacity for glycolytic and oxidative metabolism, elevated glutamine metabolism, and fatty acid synthesis. These aberrant metabolic changes lead to tumorigenesis, disease progression, and resistance to lymphoma chemotherapy. This metabolic reprogramming, including glucose, nucleic acid, fatty acid, and amino acid metabolism, is a dynamic process caused not only by genetic and epigenetic changes, but also by changes in the microenvironment affected by viral infections. Notably, some critical metabolic enzymes and metabolites may play vital roles in lymphomagenesis and progression. Recent studies have uncovered that metabolic pathways might have clinical impacts on the diagnosis, characterization, and treatment of lymphoma subtypes. However, determining the clinical relevance of biomarkers and therapeutic targets related to lymphoma metabolism is still challenging. In this review, we systematically summarize current studies on metabolism reprogramming in lymphoma, and we mainly focus on disorders of glucose, amino acids, and lipid metabolisms, as well as dysregulation of molecules in metabolic pathways, oncometabolites, and potential metabolic biomarkers. We then discuss strategies directly or indirectly for those potential therapeutic targets. Finally, we prospect the future directions of lymphoma treatment on metabolic reprogramming.
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Affiliation(s)
- Yuyang Pang
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA
- Department of Hematology, Ninth People’s Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai 200025, China
| | - Tingxun Lu
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA
- Duke Cancer Institute, Durham, NC 27710, USA
| | - Zijun Y. Xu-Monette
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA
- Duke Cancer Institute, Durham, NC 27710, USA
| | - Ken H. Young
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA
- Duke Cancer Institute, Durham, NC 27710, USA
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Qin H, Sheng W, Zhang G, Yang Q, Yao S, Yue Y, Zhang P, Zhu Y, Wang Q, Chen Y, Zeng H, Weng J, Yu F, Yang J. Comprehensive analysis of cuproptosis-related prognostic gene signature and tumor immune microenvironment in HCC. Front Genet 2023; 14:1094793. [PMID: 36891150 PMCID: PMC9986498 DOI: 10.3389/fgene.2023.1094793] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 02/06/2023] [Indexed: 02/22/2023] Open
Abstract
Background: Copper is an indispensable mineral element involved in many physiological metabolic processes. Cuproptosis is associated with a variety of cancer such as hepatocellular carcinoma (HCC). The objective of this study was to examine the relationships between the expression of cuproptosis-related genes (CRGs) and tumor characteristics, including prognosis and microenvironment of HCC. Methods: The differentially expressed genes (DEGs) between high and low CRGs expression groups in HCC samples were identified, and further were analyzed for functional enrichment analysis. Then, CRGs signature of HCC was constructed and analyzed utilizing LASSO and univariate and multivariate Cox regression analysis. Prognostic values of CRGs signature were evaluated by Kaplan-Meier analysis, independent prognostic analysis and nomograph. The expression of prognostic CRGs was verified by Real-time quantitative PCR (RT-qPCR) in HCC cell lines. In addition, the relationships between prognostic CRGs expression and the immune infiltration, tumor microenvironment, antitumor drugs response and m6A modifications were further explored using a series of algorithms in HCC. Finally, ceRNA regulatory network based on prognostic CRGs was constructed. Results: The DEGs between high and low CRG expression groups in HCC were mainly enriched in focal adhesion and extracellular matrix organization. Besides, we constructed a prognostic model that consists of CDKN2A, DLAT, DLST, GLS, and PDHA1 CRGs for predicting the survival likelihood of HCC patients. And the elevated expression of these five prognostic CRGs was substantially in HCC cell lines and associated with poor prognosis. Moreover, immune score and m6A gene expression were higher in the high CRG expression group of HCC patients. Furthermore, prognostic CRGs have higher mutation rates in HCC, and are significantly correlated with immune cell infiltration, tumor mutational burden, microsatellite instability, and anti-tumor drug sensitivity. Then, eight lncRNA-miRNA-mRNA regulatory axes that affected the progression of HCC were predicted. Conclusion: This study demonstrated that the CRGs signature could effectively evaluate prognosis, tumor immune microenvironment, immunotherapy response and predict lncRNA-miRNA-mRNA regulatory axes in HCC. These findings extend our knowledge of cuproptosis in HCC and may inform novel therapeutic strategies for HCC.
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Affiliation(s)
- Haotian Qin
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Weibei Sheng
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | | | - Qi Yang
- Department of Medical Ultrasound, Peking University Shenzhen Hospital, Shenzhen, China
| | - Sen Yao
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yaohang Yue
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Peng Zhang
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yuanchao Zhu
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qichang Wang
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yixiao Chen
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Hui Zeng
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jian Weng
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Fei Yu
- National and Local Joint Engineering Research Center of Orthopaedic Biomaterials, Peking University Shenzhen Hospital, Shenzhen, China.,Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jun Yang
- Department of Radiology, Peking University Shenzhen Hospital, Shenzhen, China
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