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Chen Y, Zhang F, Dai S, Zhao J, Cai W, Zhang K, Liao X, Chen L. Lactate-associated gene MCU promotes the proliferation, migration, and invasion of pancreatic ductal adenocarcinoma. BMC Cancer 2025; 25:913. [PMID: 40399795 PMCID: PMC12096505 DOI: 10.1186/s12885-025-14319-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2025] [Accepted: 05/13/2025] [Indexed: 05/23/2025] Open
Abstract
BACKGROUND The metabolism of lactate and lactylation of proteins are believed to influence tumor development through their effects on the tumor microenvironment and immune escape mechanisms. Nevertheless, its significance in pancreatic ductal adenocarcinoma (PDAC) has yet to be fully understood. This investigation sought to assess the predictive value and treatment implications of lactate-related genes (LRGs) in PDAC. METHODS We analyzed PDAC data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO), identifying LRGs. Using weighted gene co-expression network analysis (WGCNA) and consensus clustering, we delineated lactate subtypes and extracted differentially expressed genes. Functional enrichment and gene set enrichment analysis (GSEA) analyses were conducted to explore pathways. A lactate-linked risk signature was constructed using Lasso-Cox regression, and its prognostic value was validated. In vitro experiments were executed to examine the function of MCU in PDAC cells. In vitro experiments were conducted to detect the malignant potential of MCU in PDAC cells and its effect on lactic acid metabolism. RESULTS Two lactate subtypes were identified, with distinct gene expression profiles and clinical outcomes. The risk signature, comprising four LRGs, predicted survival with significant accuracy. In vitro, MCU knockdown reduced cell proliferation, migration, invasion, and stemness, confirming its role in PDAC malignancy. At the same time, it can also inhibit lactate production and glycolysis processes. CONCLUSION Our investigation underscores the importance of LRGs in PDAC, providing a novel prognostic signature and therapeutic target.
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Affiliation(s)
- Yuhang Chen
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Fenglin Zhang
- Oncology Department of Integrated Traditional Chinese and Western Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
- Graduate School of Anhui, University of Traditional Chinese Medicine, Hefei, 230022, China
| | - Suoyi Dai
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Jiangang Zhao
- Department of Oncology, Shaoxing Central Hospital, Shaoxing, 312030, China
- Department of Oncology, The Central Affiliated Hospital, Shaoxing University, Shaoxing, 312030, China
| | - Wenxun Cai
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Ke Zhang
- Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200082, China
| | - Xinghe Liao
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
| | - Lianyu Chen
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
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Xia Y, Xie Y, Zhang H, Liu L. STAT4 gene polymorphisms in human diseases. Front Immunol 2024; 15:1479418. [PMID: 39575235 PMCID: PMC11578735 DOI: 10.3389/fimmu.2024.1479418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 10/11/2024] [Indexed: 11/24/2024] Open
Abstract
Signal transducer and activator of transcription 4 (STAT4) is a member of the STAT family, which is a group of transcription factors that regulate cytokine signaling. Genetic polymorphisms in STAT4 strongly influence immune responses and disease outcomes, especially in cancer and autoimmune diseases. Several studies have indicated that certain STAT4 gene variants are associated with alterations in STAT4 expression and/or activity and that there is a close relationship between STAT4 polymorphisms and drug efficacy. However, the underlying mechanisms are complex, and the roles of these polymorphisms in disease acquisition, progression, and severity are of widespread concern. Therefore, we provide an overview of the clinical significance of polymorphisms in STAT4 and the mechanisms by which these STAT4 variants are involved in various diseases.
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Affiliation(s)
- Yan Xia
- Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China
- Department of Nephrology, Minda Hospital Affiliated to Hubei Minzu University, Hubei Clinical Research Center for Kidney Disease, Hubei Minzu University, Enshi, Hubei, China
| | - Yanni Xie
- Department of Endocrinology, Minda Hospital Affiliated to Hubei Minzu University, Hubei Clinical Research Center for Kidney Disease, Hubei Minzu University, Enshi, Hubei, China
| | - Hao Zhang
- Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic Diseases, Minda Hospital of Hubei Minzu University, Hubei Minzu University, Enshi, Hubei, China
- Laboratory of Immunology for Environment and Health, Shandong Analysis and Test Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China
| | - Lunzhi Liu
- Department of Nephrology, Minda Hospital Affiliated to Hubei Minzu University, Hubei Clinical Research Center for Kidney Disease, Hubei Minzu University, Enshi, Hubei, China
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C-C Chemokine Receptor 7 in Cancer. Cells 2022; 11:cells11040656. [PMID: 35203305 PMCID: PMC8870371 DOI: 10.3390/cells11040656] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 02/01/2022] [Accepted: 02/08/2022] [Indexed: 12/12/2022] Open
Abstract
C-C chemokine receptor 7 (CCR7) was one of the first two chemokine receptors that were found to be upregulated in breast cancers. Chemokine receptors promote chemotaxis of cells and tissue organization. Since under homeostatic conditions, CCR7 promotes migration of immune cells to lymph nodes, questions immediately arose regarding the ability of CCR7 to direct migration of cancer cells to lymph nodes. The literature since 2000 was examined to determine to what extent the expression of CCR7 in malignant tumors promoted migration to the lymph nodes. The data indicated that in different cancers, CCR7 plays distinct roles in directing cells to lymph nodes, the skin or to the central nervous system. In certain tumors, it may even serve a protective role. Future studies should focus on defining mechanisms that differentially regulate the unfavorable or beneficial role that CCR7 plays in cancer pathophysiology, to be able to improve outcomes in patients who harbor CCR7-positive cancers.
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