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Qi C, Cao B, Gong Z, Zhang W, Yang P, Qin H, Zhao Y, Chen Y. SLC35C2 promotes stemness and progression in hepatocellular carcinoma by activating lipogenesis. Cell Signal 2025; 127:111589. [PMID: 39765278 DOI: 10.1016/j.cellsig.2025.111589] [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: 10/18/2024] [Revised: 12/23/2024] [Accepted: 01/03/2025] [Indexed: 01/13/2025]
Abstract
Metabolic reprogramming plays a critical role in tumorigenesis and progression, including hepatocellular carcinoma (HCC). The Solute Carriers (SLCs) family is responsible for the transport of a range of nutrients and has been linked to various cancers. Cancer stem cells (CSC) are a contributing factor to the recurrence and metastasis of HCC. However, the regulatory genes that govern this process remain unclear. The present study identified SLC35C2 as a crucial factor in maintaining the stem-cell characteristics of HCC cells through CRISPR-dCas9 screening. Further investigation demonstrated that SLC35C2 was significantly elevated in HCC tissues and correlated with a poor prognosis in HCC patients. It is an independent prognostic factor for HCC patients. The knockdown and overexpression of SLC35C2 inhibited or promoted stemness in HCC cell. Both in vitro and in vivo studies demonstrated that SLC35C2 promoted the proliferation, migration, invasion and metastasis in HCC cells. Through RNA-seq and lipidomics analysis, it was found that SLC35C2 regulated lipid reprogramming, particularly triglyceride synthesis. Mechanistically, SLC35C2 stimulated lipogenesis through the up-regulation of SREBP1, ACC, FAS, and SCD-1, thereby increasing lipid accumulation in HCC cells. SLC35C2 interacted with ACSL4, which plays a critical role in lipogenesis, and to protect it from degradation. Inhibition of ACSL4 with PRGL493 can reverse the lipogenesis, stemness and proliferation induced by SLC35C2 overexpression. In conclusion, our study demonstrates the pivotal role of SLC35C2 in stemness and malignant progression in HCC by promoting lipogenesis. These findings suggest that SLC35C2 is a prognostic marker and promising therapeutic target for HCC treatment.
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Affiliation(s)
- Chunhui Qi
- Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China; Department of Infectious Diseases, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, Guangdong Province, China; Guangdong-Hong Kong-Macao University Joint Laboratory of Interventional Medicine, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China
| | - Bin Cao
- Department of Cardiology, The 7th People's Hospital of Zhengzhou, Zhengzhou, Henan Province 450016, China
| | - Zhiwen Gong
- Department of Thoracic Surgery, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China
| | - Weiyu Zhang
- Center for Interventional Medicine, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China
| | - Pengfei Yang
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China
| | - Haorui Qin
- Center for Interventional Medicine, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China
| | - Yan Zhao
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan, China.
| | - Yingchun Chen
- Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China; Guangdong-Hong Kong-Macao University Joint Laboratory of Interventional Medicine, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000, China.
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2
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Liu H, Wang S, Wang J, Guo X, Song Y, Fu K, Gao Z, Liu D, He W, Yang LL. Energy metabolism in health and diseases. Signal Transduct Target Ther 2025; 10:69. [PMID: 39966374 PMCID: PMC11836267 DOI: 10.1038/s41392-025-02141-x] [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: 08/12/2024] [Revised: 11/08/2024] [Accepted: 12/25/2024] [Indexed: 02/20/2025] Open
Abstract
Energy metabolism is indispensable for sustaining physiological functions in living organisms and assumes a pivotal role across physiological and pathological conditions. This review provides an extensive overview of advancements in energy metabolism research, elucidating critical pathways such as glycolysis, oxidative phosphorylation, fatty acid metabolism, and amino acid metabolism, along with their intricate regulatory mechanisms. The homeostatic balance of these processes is crucial; however, in pathological states such as neurodegenerative diseases, autoimmune disorders, and cancer, extensive metabolic reprogramming occurs, resulting in impaired glucose metabolism and mitochondrial dysfunction, which accelerate disease progression. Recent investigations into key regulatory pathways, including mechanistic target of rapamycin, sirtuins, and adenosine monophosphate-activated protein kinase, have considerably deepened our understanding of metabolic dysregulation and opened new avenues for therapeutic innovation. Emerging technologies, such as fluorescent probes, nano-biomaterials, and metabolomic analyses, promise substantial improvements in diagnostic precision. This review critically examines recent advancements and ongoing challenges in metabolism research, emphasizing its potential for precision diagnostics and personalized therapeutic interventions. Future studies should prioritize unraveling the regulatory mechanisms of energy metabolism and the dynamics of intercellular energy interactions. Integrating cutting-edge gene-editing technologies and multi-omics approaches, the development of multi-target pharmaceuticals in synergy with existing therapies such as immunotherapy and dietary interventions could enhance therapeutic efficacy. Personalized metabolic analysis is indispensable for crafting tailored treatment protocols, ultimately providing more accurate medical solutions for patients. This review aims to deepen the understanding and improve the application of energy metabolism to drive innovative diagnostic and therapeutic strategies.
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Affiliation(s)
- Hui Liu
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shuo Wang
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jianhua Wang
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xin Guo
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yujing Song
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Kun Fu
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhenjie Gao
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Danfeng Liu
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Wei He
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Lei-Lei Yang
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
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3
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Fu Y, Chen J, Zhu X, Ding M, Wang H, Fu S. Roles and therapeutic potential of the SLC family in prostate cancer-literature review. BMC Urol 2025; 25:32. [PMID: 39966814 PMCID: PMC11837367 DOI: 10.1186/s12894-025-01714-w] [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: 10/01/2024] [Accepted: 02/10/2025] [Indexed: 02/20/2025] Open
Abstract
Prostate cancer (PCa) is one of the most common malignancies in men worldwide. Despite advances in treatment, many patients develop resistance to conventional therapies. Solute carrier (SLC) proteins, as transmembrane transporters, have recently emerged as potential therapeutic targets due to their role in tumor metabolism and progression. This review summarizes the key roles of six SLC proteins in PCa, including their involvement in metabolic reprogramming, regulation of signaling pathways, and effects on the tumor microenvironment. Although targeting of SLC family members in prostate cancer remains an underexplored area, the growing body of evidence suggests that it holds potential for future development.
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Affiliation(s)
- Yuanzhi Fu
- Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, 650101, Yunnan, China
- Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Junhao Chen
- Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, 650101, Yunnan, China
| | - Xingcheng Zhu
- Department of Clinical Laboratory, The Second People's Hospital of Qujing City Qujing, Yunnan, China
| | - Mingxia Ding
- Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, 650101, Yunnan, China
| | - Haifeng Wang
- Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, 650101, Yunnan, China.
| | - Shi Fu
- Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, 650101, Yunnan, China.
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4
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Zhang Y, Newstead S, Sarkies P. Predicting substrates for orphan solute carrier proteins using multi-omics datasets. BMC Genomics 2025; 26:130. [PMID: 39930358 PMCID: PMC11812203 DOI: 10.1186/s12864-025-11330-5] [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: 07/09/2024] [Accepted: 02/05/2025] [Indexed: 02/13/2025] Open
Abstract
Solute carriers (SLC) are integral membrane proteins responsible for transporting a wide variety of metabolites, signaling molecules and drugs across cellular membranes. Despite key roles in metabolism, signaling and pharmacology, around one third of SLC proteins are 'orphans' whose substrates are unknown. Experimental determination of SLC substrates is technically challenging, given the wide range of possible physiological candidates. Here, we develop a predictive algorithm to identify correlations between SLC expression levels and intracellular metabolite concentrations by leveraging existing cancer multi-omics datasets. Our predictions recovered known SLC-substrate pairs with high sensitivity and specificity compared to simulated random pairs. CRISPR-Cas9 dependency screen data and metabolic pathway adjacency data further improved the performance of our algorithm. In parallel, we combined drug sensitivity data with SLC expression profiles to predict new SLC-drug interactions. Together, we provide a novel bioinformatic pipeline to predict new substrate predictions for SLCs, offering new opportunities to de-orphanise SLCs with important implications for understanding their roles in health and disease.
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Affiliation(s)
- Y Zhang
- Department of Biochemistry, University of Oxford, Oxford, OX13QU, UK
| | - S Newstead
- Department of Biochemistry, University of Oxford, Oxford, OX13QU, UK
- Kavli Institute for Nanoscience Discovery, University of Oxford, Oxford, UK
| | - P Sarkies
- Department of Biochemistry, University of Oxford, Oxford, OX13QU, UK.
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Shi S, Ou X, Liu C, Wen H, Ke J. Research progress of HIF-1a on immunotherapy outcomes in immune vascular microenvironment. Front Immunol 2025; 16:1549276. [PMID: 39981236 PMCID: PMC11839635 DOI: 10.3389/fimmu.2025.1549276] [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: 12/20/2024] [Accepted: 01/20/2025] [Indexed: 02/22/2025] Open
Abstract
The hypoxia-inducible factor-1α (HIF-1α) plays a key role in facilitating the adaptation of cells to hypoxia, profoundly influencing the immune vascular microenvironment (IVM) and immunotherapy outcomes. HIF-1α-mediated tumor hypoxia drives angiogenesis, immune suppression, and extracellular matrix remodeling, creating an environment that promotes tumor progression and resistance to immunotherapies. HIF-1α regulates critical pathways, including the expression of vascular endothelial growth factor and immune checkpoint upregulation, leading to tumor-infiltrating lymphocyte dysfunction and recruitment of immunosuppressive cells like regulatory T cells and myeloid-derived suppressor cells. These alterations reduce the efficacy of checkpoint inhibitors and other immunotherapies. Recent studies highlight therapeutic strategies that target HIF-1α, such as the use of pharmacological inhibitors, gene editing techniques, and hypoxia-modulating treatments, which show promise in enhancing responses to immunotherapy. This review explores the molecular mechanisms of action of HIF-1α in IVM, its impact on immunotherapy resistance, as well as potential interventions, emphasizing the need for innovative approaches to circumvent hypoxia-driven immunosuppression in cancer therapy.
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Affiliation(s)
| | | | | | | | - Jiang Ke
- Department of Hand Surgery, Honghui Hospital, Xi’an Jiaotong University, Xi'an, China
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Zhang Y, Ma K, Fang X, Zhang Y, Miao R, Guan H, Tian J. Targeting ion homeostasis in metabolic diseases: Molecular mechanisms and targeted therapies. Pharmacol Res 2025; 212:107579. [PMID: 39756557 DOI: 10.1016/j.phrs.2025.107579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2024] [Revised: 12/13/2024] [Accepted: 01/01/2025] [Indexed: 01/07/2025]
Abstract
The incidence of metabolic diseases-hypertension, diabetes, obesity, metabolic dysfunction-associated steatotic liver disease (MASLD), and atherosclerosis-is increasing annually, imposing a significant burden on both human health and the social economy. The occurrence and development of these diseases are closely related to the disruption of ion homeostasis, which is crucial for maintaining cellular functions and metabolic equilibrium. However, the specific mechanism of ion homeostasis in metabolic diseases is still unclear. This article reviews the role of ion homeostasis in the pathogenesis of metabolic diseases and assesses its potential as a therapeutic target. Furthermore, the article explores pharmacological strategies that target ion channels and transporters, including existing drugs and emerging drugs under development. Lastly, the article discusses the development direction of future therapeutic strategies, including the possibility of gene therapy targeting specific ion channels and personalized therapy using novel biomarkers. In summary, targeting ion homeostasis provides a new perspective and potential therapeutic approach for the treatment of metabolic diseases.
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Affiliation(s)
- Yanjiao Zhang
- Institute of Metabolic Diseases, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China
| | - Kaile Ma
- Institute of Metabolic Diseases, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China
| | - Xinyi Fang
- Institute of Metabolic Diseases, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China; Graduate College, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Yuxin Zhang
- Institute of Metabolic Diseases, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China
| | - Runyu Miao
- Institute of Metabolic Diseases, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China; Graduate College, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Huifang Guan
- College of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Jiaxing Tian
- Institute of Metabolic Diseases, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China.
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Zhang QS, Wang JN, Yang TL, Li SY, Li JQ, Liu DN, Shang H, Zhang ZN. SHMT2 regulates CD8+ T cell senescence via the reactive oxygen species axis in HIV-1 infected patients on antiretroviral therapy. EBioMedicine 2025; 112:105533. [PMID: 39808948 PMCID: PMC11782833 DOI: 10.1016/j.ebiom.2024.105533] [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: 06/07/2024] [Revised: 12/16/2024] [Accepted: 12/17/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Although antiretroviral therapy (ART) effectively inhibits viral replication, it does not fully mitigate the immunosenescence instigated by HIV infection. Cellular metabolism regulates cellular differentiation, survival, and senescence. Serine hydroxymethyltransferase 2 (SHMT2) is the first key enzyme for the entry of serine into the mitochondria from the de novo synthesis pathway that orchestrates its conversion glutathione (GSH), a key molecule in neutralising ROS and ensuring the stability of the immune system. It remains incompletely understood whether SHMT2 is involved in the senescence of CD8+ T cells, crucial for immune vigilance against HIV. METHODS HIV-infected individuals receiving antiretroviral therapy were enrolled in our study. SHMT2-siRNA was electroporated into T cells to disrupt the gene expression of SHMT2, followed by the quantification of mRNA levels of crucial serine metabolism enzymes using real-time PCR. Immunophenotyping, proliferation, cellular and mitochondrial function, and senescence-associated signalling pathways were examined using flow cytometry in CD8+ T cell subsets. FINDINGS Our findings revealed that CD8+ T cells in HIV-infected subjects are inclined towards senescence, and we identified that SHMT2, a key enzyme in serine metabolism, plays a role in CD8+ T cell senescence. SHMT2 can regulate glutathione (GSH) synthesis and protect mitochondrial function, thus effectively controlling intracellular reactive oxygen species (ROS) levels. Moreover, SHMT2 significantly contributes to averting immunosenescence and sustaining CD8+ T cell competence by modulating downstream DNA damage and phosphorylation cascades in pathways intricately linked to cellular senescence. Additionally, our study identified glycine can ameliorate CD8+ T cell senescence in HIV-infected individuals. INTERPRETATION Decreased SHMT2 levels in HIV-infected CD8+ T cells affect ROS levels by altering mitochondrial function and GSH content. Increased ROS levels activate senescence-related signalling pathways in the nucleus. However, glycine supplementation counteracts these effects and moderates senescence. FUNDING This study was supported by grants from the National Key R&D Program of China (2021YFC2301900-2021YFC2301901), National Natural Science Foundation of China (82372240), and Department of Science and Technology of Liaoning Province Project for the High-Quality Scientific and Technological Development of China Medical University (2022JH2/20200074).
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Affiliation(s)
- Qi-Sheng Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; The First Affiliated Hospital of Baotou Medical College, Baotou, 014010, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Jia-Ning Wang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Tian-Ling Yang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Si-Yao Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Jia-Qi Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Ding-Ning Liu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China
| | - Hong Shang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China.
| | - Zi-Ning Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, NHC Key Laboratory of AIDS Prevention and Treatment, National Clinical Research Center for Laboratory Medicine, The First Hospital of China Medical University, China Medical University, Shenyang, 110001, China; Key Laboratory of AIDS Immunology, Chinese Academy of Medical Sciences, Shenyang, 110001, China; Key Laboratory of AIDS Immunology of Liaoning Province, Shenyang, 110001, China.
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Gao X, Xu Y, Hu X, Chen J, Zhang D, Xu X. Comprehensive analysis of mitochondrial solute carrier family 25 (SLC25) identifies member 19 (SLC25A19) as a regulatory factor in hepatocellular carcinoma. Gene 2025; 944:149299. [PMID: 39892835 DOI: 10.1016/j.gene.2025.149299] [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: 11/01/2024] [Revised: 01/08/2025] [Accepted: 01/28/2025] [Indexed: 02/04/2025]
Abstract
BACKGROUND The mitochondrial solute carrier family 25 (SLC25) is known to play a pivotal role in oncogenesis, yet its specific involvement in hepatocellular carcinoma (HCC) remains poorly elucidated. METHODS In this study, we performed a clustering analysis of HCC patients in the Cancer Genome Atlas database based on the expression levels of SLC25 members, and conducted clinical feature analysis for each patient within the clusters. Subsequently, we developed a prognostic model using a Lasso regression approach with SLC25A19, SLC25A49, and SLC25A51 as features, and generated a risk score for each HCC patient. We then identified SLC25A19 as a potential prognostic marker for HCC through single-cell analysis, and validated this finding using in vitro and in vivo experiments. RESULTS Our results revealed significant differences in the expression of most SLC25 family members in HCC patients, enabling the stratification of patients into three clusters, with those in cluster 1 exhibiting the most favorable prognosis and showing a correlation with enhanced immune infiltration. The risk scores derived from the features SLC25A19, SLC25A49, and SLC25A51 effectively predicted the prognosis of HCC patients, with area under the curve (AUC) values exceeding 0.7 in the test group. Single-cell analysis further demonstrated h eightened expression of SLC25A19 in the immune microenvironment of HCC, and in vitro experiments indicated that SLC25A19 may regulate the proliferation, migration, invasion, cycle, and apoptosis of liver cancer cells through the Wnt pathway. In the HepG2 animal model, overexpression of SLC25A19 significantly promotes tumor growth, while knockdown inhibits tumor growth. Analysis of patient tumor tissues shows that SLC25A19 is highly expressed in liver cancer tissues and is associated with CD8+ T cell infiltration. CONCLUSIONS In conclusion, our comprehensive analysis of the role of SLC25 in HCC unveiled SLC25A19 as a potential regulatory factor in HCC.
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Affiliation(s)
- Xueke Gao
- Renmin Hospital of Wuhan University, Wuhan, Hubei, China 430060
| | - Yangtao Xu
- Renmin Hospital of Wuhan University, Wuhan, Hubei, China 430060
| | - Xinyao Hu
- Renmin Hospital of Wuhan University, Wuhan, Hubei, China 430060
| | - Jiayu Chen
- Renmin Hospital of Wuhan University, Wuhan, Hubei, China 430060
| | - Daoming Zhang
- Renmin Hospital of Wuhan University, Wuhan, Hubei, China 430060
| | - Ximing Xu
- Renmin Hospital of Wuhan University, Wuhan, Hubei, China 430060.
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Su Y, Li J, Chen Y, Bao J, Lei Z, Ma M, Zhang W, Liu Q, Xu B, Hu T, Hu Y. α-Methyl-Tryptophan Inhibits SLC6A14 Expression and Exhibits Immunomodulatory Effects in Crohn's Disease. J Inflamm Res 2025; 18:1127-1145. [PMID: 39877135 PMCID: PMC11774106 DOI: 10.2147/jir.s495855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 01/19/2025] [Indexed: 01/31/2025] Open
Abstract
Introduction Crohn's disease (CD) is a chronic inflammatory condition of the intestines with a rising global incidence. Traditional diagnostic and therapeutic methods have limitations, necessitating the exploration of more effective strategies. Methods In this study, we employed the Gene Expression Omnibus database to identify genes that are differentially expressed in CD. RT-PCR and immunohistochemical analysis were used to SLC6A14 RNA and protein expression in the colons of CD mice and CD tissues from patients. The mouse model of CD was induced by dextran sodium sulfate (DSS). Infiltrating immune cells in mouse model were screened by flow cytometry. Results We discovered that SLC6A14 is significantly overexpressed in CD samples, and its expression is positively correlated with the degree of infiltration by CD4+ and CD8+ T cells. The elevated levels of SLC6A14 RNA and protein were confirmed in clinical CD tissues. The SLC6A14 inhibitor α-methyl-tryptophan (α-MT) significantly decreased the expression of SLC6A14 RNA and protein in the colons of CD mice. The α-MT treatment group also exhibited reduced levels of cytokines involved in T cell differentiation (IFN-γ and TNF-α) and the expression of immune cell surface markers CXCR-3 and LAG-3. Flow cytometry analysis revealed a significant increase in the infiltration of CD4+ and CD8+ T cells in the DSS-treated group compared to the control group. Conversely, the α-MT treatment group showed a significant reduction in CD4+ and CD8+ T cell infiltration and the restoration of intestinal parameters in CD mice. These findings underscore the role of SLC6A14 in regulating intestinal immune cell infiltration during CD progression. Discussion Our findings suggest that SLC6A14 could serve as a potential diagnostic biomarker and therapeutic target for CD. Furthermore, α-MT offers a novel approach for the clinical diagnosis and treatment of CD by targeting SLC6A14 for therapeutic intervention.
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Affiliation(s)
- YongCheng Su
- Xiamen Key Laboratory for Tumor Metastasis, Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, People’s Republic of China
| | - Jiangquan Li
- Xiamen Key Laboratory for Tumor Metastasis, Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, People’s Republic of China
| | - Yijia Chen
- Department of Gastroenterology, The National Key Clinical Specialty, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, 361004, People’s Republic of China
| | - Jiachen Bao
- Department of Gastroenterology, The National Key Clinical Specialty, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, 361004, People’s Republic of China
| | - Ziyu Lei
- Xiamen Key Laboratory for Tumor Metastasis, Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, People’s Republic of China
| | - Miaomiao Ma
- Xiamen Key Laboratory for Tumor Metastasis, Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, People’s Republic of China
| | - Wenqing Zhang
- Xiamen Key Laboratory for Tumor Metastasis, Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, People’s Republic of China
| | - Qian Liu
- Integrated Chinese and Western Medicine Institute for Children Health & Drug Innovation, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, 330004, People’s Republic of China
| | - Beibei Xu
- Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, 518055, People’s Republic of China
| | - Tianhui Hu
- Xiamen Key Laboratory for Tumor Metastasis, Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, People’s Republic of China
- Integrated Chinese and Western Medicine Institute for Children Health & Drug Innovation, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, 330004, People’s Republic of China
| | - Yiqun Hu
- Department of Gastroenterology, The National Key Clinical Specialty, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, 361004, People’s Republic of China
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Feng B, Li R, Li W, Tang L. Metabolic immunoengineering approaches to enhance CD8 + T cell-based cancer immunotherapy. Cell Syst 2024; 15:1225-1244. [PMID: 39701038 DOI: 10.1016/j.cels.2024.11.010] [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: 07/25/2024] [Revised: 10/24/2024] [Accepted: 11/14/2024] [Indexed: 12/21/2024]
Abstract
Many cancer immunotherapies rely on robust CD8+ T cells capable of eliminating cancer cells and establishing long-term tumor control. Recent insights into immunometabolism highlight the importance of nutrients and metabolites in T cell activation and differentiation. Within the tumor microenvironment (TME), CD8+ tumor-infiltrating lymphocytes (TILs) undergo metabolic adaptations to survive but compromise their effector function and differentiation. Targeting metabolism holds promise for enhancing CD8+ T cell-mediated antitumor immunity. Here, we overview the metabolic features of CD8+ TILs and their impact on T cell effector function and differentiation. We also highlight immunoengineering strategies by leveraging the Yin-Yang of metabolic modulation for improving cancer immunotherapy.
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Affiliation(s)
- Bing Feng
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland; Institute of Materials Science & Engineering, EPFL, 1015 Lausanne, Switzerland
| | - Rongrong Li
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Weilin Li
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Li Tang
- Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland; Institute of Materials Science & Engineering, EPFL, 1015 Lausanne, Switzerland.
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11
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Liu Z, Dai B, Bao J, Pan Y. T cell metabolism in kidney immune homeostasis. Front Immunol 2024; 15:1498808. [PMID: 39737193 PMCID: PMC11684269 DOI: 10.3389/fimmu.2024.1498808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 11/27/2024] [Indexed: 01/01/2025] Open
Abstract
Kidney immune homeostasis is intricately linked to T cells. Inappropriate differentiation, activation, and effector functions of T cells lead to a spectrum of kidney disease. While executing immune functions, T cells undergo a series of metabolic rewiring to meet the rapid energy demand. The key enzymes and metabolites involved in T cell metabolism metabolically and epigenetically modulate T cells' differentiation, activation, and effector functions, thereby being capable of modulating kidney immune homeostasis. In this review, we first summarize the latest advancements in T cell immunometabolism. Second, we outline the alterations in the renal microenvironment under certain kidney disease conditions. Ultimately, we highlight the metabolic modulation of T cells within kidney immune homeostasis, which may shed light on new strategies for treating kidney disease.
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Affiliation(s)
- Zikang Liu
- Department of Nephrology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
| | - Binbin Dai
- Department of Nephrology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
| | - Jiwen Bao
- Department of Nephrology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
| | - Yangbin Pan
- Department of Nephrology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, China
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12
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Bharadwaj R, Jaiswal S, Silverman N. Cytosolic delivery of innate immune agonists. Trends Immunol 2024; 45:1001-1014. [PMID: 39567309 PMCID: PMC11624987 DOI: 10.1016/j.it.2024.10.007] [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: 09/12/2024] [Revised: 10/19/2024] [Accepted: 10/21/2024] [Indexed: 11/22/2024]
Abstract
Solute carrier proteins (SLCs) are pivotal for maintaining cellular homeostasis by transporting small molecules across cellular membranes. Recent discoveries have uncovered their involvement in modulating innate immunity, particularly within the cytosol. We review emerging evidence that links SLC transporters to cytosolic innate immune recognition and highlight their role in regulating inflammation. We explore how SLC transporters influence the activation of endosomal Toll-like receptors, cytosolic NODs, and STING sensors. Understanding the contribution of SLCs to innate immune recognition provides insight into their fundamental biological functions and opens new avenues to develop possible therapeutic interventions for autoimmune and inflammatory diseases. This review aims to discuss current knowledge and identify key gaps in this rapidly evolving field.
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Affiliation(s)
- Ravi Bharadwaj
- Division of Infectious Diseases and Immunology, Program in Innate Immunity, Department of Medicine, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Swati Jaiswal
- Division of Infectious Diseases and Immunology, Program in Innate Immunity, Department of Medicine, UMass Chan Medical School, Worcester, MA 01605, USA
| | - Neal Silverman
- Division of Infectious Diseases and Immunology, Program in Innate Immunity, Department of Medicine, UMass Chan Medical School, Worcester, MA 01605, USA.
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13
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Wang Y, Li P, Xu Y, Feng L, Fang Y, Song G, Xu L, Zhu Z, Wang W, Mei Q, Xie M. Lactate metabolism and histone lactylation in the central nervous system disorders: impacts and molecular mechanisms. J Neuroinflammation 2024; 21:308. [PMID: 39609834 PMCID: PMC11605911 DOI: 10.1186/s12974-024-03303-4] [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: 09/18/2024] [Accepted: 11/18/2024] [Indexed: 11/30/2024] Open
Abstract
Brain takes up approximately 20% of the total body oxygen and glucose consumption due to its relatively high energy demand. Glucose is one of the major sources to generate ATP, the process of which can be realized via glycolysis, oxidative phosphorylation, pentose phosphate pathways and others. Lactate serves as a hub molecule amid these metabolic pathways, as it may function as product of glycolysis, substrate of a variety of enzymes and signal molecule. Thus, the roles of lactate in central nervous system (CNS) diseases need to be comprehensively elucidated. Histone lactylation is a novel lactate-dependent epigenetic modification that plays an important role in immune regulation and maintaining homeostasis. However, there's still a lack of studies unveiling the functions of histone lactylation in the CNS. In this review, we first comprehensively reviewed the roles lactate plays in the CNS under both physiological and pathological conditions. Subsequently, we've further discussed the functions of histone lactylation in various neurological diseases. Furthermore, future perspectives regarding histone lactylation and its therapeutic potentials in stroke are also elucidated, which may possess potential clinical applications.
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Affiliation(s)
- Yao Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Ping Li
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Yuan Xu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Linyu Feng
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Yongkang Fang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Guini Song
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Li Xu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Zhou Zhu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Wei Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China
| | - Qi Mei
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, Wuhan, China.
| | - Minjie Xie
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, China.
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14
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Mudibo EO, Bogaert J, Tigoi C, Ngari MM, Singa BO, Lancioni CL, Diallo AH, Mbale E, Mupere E, Mukisa J, Thitiri J, Timbwa M, Omer E, Ngao N, Musyimi R, Kahindi E, Bamouni RM, Bandsma RHJ, Kelly P, Prendergast AJ, McGrath CJ, Tickell KD, Walson JL, Berkley JA, Njunge JM, Gonzales GB. Systemic biological mechanisms underpin poor post-discharge growth among severely wasted children with HIV. Nat Commun 2024; 15:10299. [PMID: 39604330 PMCID: PMC11603168 DOI: 10.1038/s41467-024-54717-w] [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: 07/10/2024] [Accepted: 11/19/2024] [Indexed: 11/29/2024] Open
Abstract
In sub-Saharan Africa, children with severe malnutrition (SM) and HIV have substantially worse outcomes than children with SM alone, facing higher mortality risk and impaired nutritional recovery post-hospitalisation. Biological mechanisms underpinning this risk remain incompletely understood. This case-control study nested within the CHAIN cohort in Kenya, Uganda, Malawi, and Burkina Faso examined effect of HIV on six months post-discharge growth among children with SM and those at risk of malnutrition, assessed proteomic signatures associated with HIV in these children, and investigated how these systemic processes impact post-discharge growth in children with SM. Using SomaScanTM assay, 7335 human plasma proteins were quantified. Linear mixed models identified HIV-associated biological processes and their associations with post-discharge growth. Using structural equation modelling, we examined directed paths explaining how HIV influences post-discharge growth. Here, we show that at baseline, HIV is associated with lower anthropometry. Additionally, HIV is associated with protein profiles indicating increased complement activation and decreased insulin-like growth factor signalling and bone mineralisation. HIV indirectly affects post-discharge growth by influencing baseline anthropometry and modulating proteins involved in bone mineralisation and humoral immune responses. These findings suggest specific biological pathways linking HIV to poor growth, offering insights for targeted interventions in this vulnerable population.
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Affiliation(s)
- Evans O Mudibo
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands.
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
| | - Jasper Bogaert
- Department of Data Analysis, Faculty of Psychology and Educational Sciences, Ghent University, Ghent, Belgium
| | - Caroline Tigoi
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Moses M Ngari
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Benson O Singa
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- Center for Clinical Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Christina L Lancioni
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- Department of Pediatrics, Oregon Health and Science University, Portland, OR, USA
| | - Abdoulaye Hama Diallo
- Department of Public Health, University Joseph Ki-Zerbo, Ouagadougou, Burkina Faso
- Department of Public Health, Centre Muraz Research Institute, Bobo-Dioulasso, Burkina Faso
| | - Emmie Mbale
- Department of Paediatrics and Child Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Ezekiel Mupere
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - John Mukisa
- Department of Immunology and Department of Molecular Biology Makerere University College of Health Sciences, Kampala, Uganda
| | - Johnstone Thitiri
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Molline Timbwa
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Elisha Omer
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Narshion Ngao
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Robert Musyimi
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | - Eunice Kahindi
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
| | | | - Robert H J Bandsma
- Translational Medicine Program, Research Institute, Hospital for Sick Children, Toronto, Canada
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Paul Kelly
- Blizard Institute, Queen Mary University of London, London, UK
- Department of Medicine, Tropical Gastroenterology and Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia
| | - Andrew J Prendergast
- Blizard Institute, Queen Mary University of London, London, UK
- Zvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe
| | - Christine J McGrath
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Kirkby D Tickell
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Judd L Walson
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- Departments of International Health, Pediatrics and Medicine, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - James A Berkley
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - James M Njunge
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
| | - Gerard Bryan Gonzales
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands.
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
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15
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Malik MS, Le VT, Shah SMA, Ou YY. MCNN-AAPT: accurate classification and functional prediction of amino acid and peptide transporters in secondary active transporters using protein language models and multi-window deep learning. J Biomol Struct Dyn 2024:1-10. [PMID: 39576667 DOI: 10.1080/07391102.2024.2431664] [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: 03/08/2024] [Accepted: 04/23/2024] [Indexed: 02/28/2025]
Abstract
Secondary active transporters play a crucial role in cellular physiology by facilitating the movement of molecules across cell membranes. Identifying the functional classes of these transporters, particularly amino acid and peptide transporters, is essential for understanding their involvement in various physiological processes and disease pathways, including cancer. This study aims to develop a robust computational framework that integrates pre-trained protein language models and deep learning techniques to classify amino acid and peptide transporters within the secondary active transporter (SAT) family and predict their functional association with solute carrier (SLC) proteins. The study leverages a comprehensive dataset of 448 secondary active transporters, including 36 solute carrier proteins, obtained from UniProt and the Transporter Classification Database (TCDB). Three state-of-the-art protein language models, ProtTrans, ESM-1b, and ESM-2, are evaluated within a deep learning neural network architecture that employs a multi-window scanning technique to capture local and global sequence patterns. The ProtTrans-based feature set demonstrates exceptional performance, achieving a classification accuracy of 98.21% with 87.32% sensitivity and 99.76% specificity for distinguishing amino acid and peptide transporters from other SATs. Furthermore, the model maintains strong predictive ability for SLC proteins, with an overall accuracy of 88.89% and a Matthews Correlation Coefficient (MCC) of 0.7750. This study showcases the power of integrating pre-trained protein language models and deep learning techniques for the functional classification of secondary active transporters and the prediction of associated solute carrier proteins. The findings have significant implications for drug development, disease research, and the broader understanding of cellular transport mechanisms.
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Affiliation(s)
- Muhammad Shahid Malik
- Department of Computer Science and Engineering, Yuan Ze University, Chung-Li, Taiwan
- Department of Computer Sciences, Karakoram International University, Gilgit-Baltistan, Pakistan
| | - Van The Le
- Department of Computer Science and Engineering, Yuan Ze University, Chung-Li, Taiwan
| | | | - Yu-Yen Ou
- Department of Computer Science and Engineering, Yuan Ze University, Chung-Li, Taiwan
- Graduate Program in Biomedical Informatics, Yuan Ze University, Chung-Li, Taiwan
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16
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Onyango CO, Anyona SB, Hurwitz I, Raballah E, Wasena SA, Osata SW, Seidenberg P, McMahon BH, Lambert CG, Schneider KA, Ouma C, Cheng Q, Perkins DJ. Transcriptomic and Proteomic Insights into Host Immune Responses in Pediatric Severe Malarial Anemia: Dysregulation in HSP60-70-TLR2/4 Signaling and Altered Glutamine Metabolism. Pathogens 2024; 13:867. [PMID: 39452740 PMCID: PMC11510049 DOI: 10.3390/pathogens13100867] [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: 08/06/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024] Open
Abstract
Severe malarial anemia (SMA, Hb < 6.0 g/dL) is a leading cause of childhood morbidity and mortality in holoendemic Plasmodium falciparum transmission zones. This study explored the entire expressed human transcriptome in whole blood from 66 Kenyan children with non-SMA (Hb ≥ 6.0 g/dL, n = 41) and SMA (n = 25), focusing on host immune response networks. RNA-seq analysis revealed 6862 differentially expressed genes, with equally distributed up-and down-regulated genes, indicating a complex host immune response. Deconvolution analyses uncovered leukocytic immune profiles indicative of a diminished antigenic response, reduced immune priming, and polarization toward cellular repair in SMA. Weighted gene co-expression network analysis revealed that immune-regulated processes are central molecular distinctions between non-SMA and SMA. A top dysregulated immune response signaling network in SMA was the HSP60-HSP70-TLR2/4 signaling pathway, indicating altered pathogen recognition, innate immune activation, stress responses, and antigen recognition. Validation with high-throughput gene expression from a separate cohort of Kenyan children (n = 50) with varying severities of malarial anemia (n = 38 non-SMA and n = 12 SMA) confirmed the RNA-seq findings. Proteomic analyses in 35 children with matched transcript and protein abundance (n = 19 non-SMA and n = 16 SMA) confirmed dysregulation in the HSP60-HSP70-TLR2/4 signaling pathway. Additionally, glutamine transporter and glutamine synthetase genes were differentially expressed, indicating altered glutamine metabolism in SMA. This comprehensive analysis underscores complex immune dysregulation and novel pathogenic features in SMA.
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Affiliation(s)
- Clinton O. Onyango
- Department of Biomedical Sciences and Technology, School of Public Health and Community Development, Maseno University, Maseno 40100, Kenya; (C.O.O.); (S.A.W.); (S.W.O.); (C.O.)
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
| | - Samuel B. Anyona
- Kenya Global Health Programs, University of New Mexico, Kisumu and Siaya 40100, Kenya; (S.B.A.); (E.R.)
- Department of Medical Biochemistry, School of Medicine, Maseno University, Maseno 40100, Kenya
| | - Ivy Hurwitz
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
| | - Evans Raballah
- Kenya Global Health Programs, University of New Mexico, Kisumu and Siaya 40100, Kenya; (S.B.A.); (E.R.)
- Department of Medical Laboratory Sciences, School of Public Health Biomedical Sciences and Technology, Masinde Muliro University of Science and Technology, Kakamega 50100, Kenya
| | - Sharely A. Wasena
- Department of Biomedical Sciences and Technology, School of Public Health and Community Development, Maseno University, Maseno 40100, Kenya; (C.O.O.); (S.A.W.); (S.W.O.); (C.O.)
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
| | - Shamim W. Osata
- Department of Biomedical Sciences and Technology, School of Public Health and Community Development, Maseno University, Maseno 40100, Kenya; (C.O.O.); (S.A.W.); (S.W.O.); (C.O.)
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
| | - Philip Seidenberg
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
- Department of Emergency Medicine, School of Medicine, University of New Mexico, Albuquerque, NM 87131, USA
| | - Benjamin H. McMahon
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Theoretical Division, Los Alamos, NM 87545, USA
| | - Christophe G. Lambert
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
- Department of Internal Medicine, Division of Translational Informatics, University of New Mexico, Albuquerque, NM 87131, USA
| | - Kristan A. Schneider
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
- Department of Internal Medicine, Division of Translational Informatics, University of New Mexico, Albuquerque, NM 87131, USA
| | - Collins Ouma
- Department of Biomedical Sciences and Technology, School of Public Health and Community Development, Maseno University, Maseno 40100, Kenya; (C.O.O.); (S.A.W.); (S.W.O.); (C.O.)
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
| | - Qiuying Cheng
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
- Kenya Global Health Programs, University of New Mexico, Kisumu and Siaya 40100, Kenya; (S.B.A.); (E.R.)
| | - Douglas J. Perkins
- Center for Global Health, Internal Medicine, University of New Mexico, Albuquerque, NM 87131, USA; (I.H.); (P.S.); (B.H.M.); (K.A.S.)
- Kenya Global Health Programs, University of New Mexico, Kisumu and Siaya 40100, Kenya; (S.B.A.); (E.R.)
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17
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Li W, Zeng Q, Wang B, Lv C, He H, Yang X, Cheng B, Tao X. Oxidative stress promotes oral carcinogenesis via Thbs1-mediated M1-like tumor-associated macrophages polarization. Redox Biol 2024; 76:103335. [PMID: 39255693 PMCID: PMC11414564 DOI: 10.1016/j.redox.2024.103335] [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: 04/24/2024] [Revised: 07/06/2024] [Accepted: 08/29/2024] [Indexed: 09/12/2024] Open
Abstract
Although oxidative stress is closely associated with tumor invasion and metastasis, its' exact role and mechanism in the initial stage of oral cancer remain ambiguous. Glutamine uptake mediated by alanine-serine-cysteine transporter 2 (ASCT2) participates in glutathione synthesis to resolve oxidative stress. Currently, we firstly found that ASCT2 deletion caused oxidative stress in oral mucosa and promoted oral carcinogenesis induced by 4-Nitroquinoline-1-oxide (4-NQO) using transgenic mice of ASCT2 knockout in oral epithelium. Subsequently, we identified an upregulated gene Thbs1 linked to macrophage infiltration by mRNA sequencing and immunohistochemistry. Importantly, multiplex immunohistochemistry showed M1-like tumor-associated macrophages (TAMs) were enriched in cancerous area. Mechanically, targeted ASCT2 effectively curbed glutamine uptake and caused intracellular reactive oxygen species (ROS) accumulation, which upregulated Thbs1 in oral keratinocytes and then activated p38, Akt and SAPK/JNK signaling to polarize M1-like TAMs via exosome-transferred pathway. Moreover, we demonstrated M1-like TAMs promoted malignant progression of oral squamous cell carcinoma (OSCC) both in vitro and in vivo by a DOK transformed cell line induced by 4-NQO. All these results establish that oxidative stress triggered by ASCT2 deletion promotes oral carcinogenesis through Thbs1-mediated M1 polarization, and indicate that restore redox homeostasis is a new approach to prevent malignant progression of oral potentially malignant disorders.
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Affiliation(s)
- Wei Li
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Qingwen Zeng
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Bing Wang
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Chao Lv
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Haoan He
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - Xi Yang
- Department of Periodontology, Stomatological Hospital, Southern Medical University, Guangzhou, China.
| | - Bin Cheng
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China.
| | - Xiaoan Tao
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangzhou, China; Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China.
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18
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Sun LL, He HY, Li W, Jin WL, Wei YJ. The solute carrier transporters (SLCs) family in nutrient metabolism and ferroptosis. Biomark Res 2024; 12:94. [PMID: 39218897 PMCID: PMC11367818 DOI: 10.1186/s40364-024-00645-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024] Open
Abstract
Ferroptosis is a novel form of programmed cell death caused by damage to lipid membranes due to the accumulation of lipid peroxides in response to various stimuli, such as high levels of iron, oxidative stress, metabolic disturbance, etc. Sugar, lipid, amino acid, and iron metabolism are crucial in regulating ferroptosis. The solute carrier transporters (SLCs) family, known as the "metabolic gating" of cells, is responsible for transporting intracellular nutrients and metabolites. Recent studies have highlighted the significant role of SLCs family members in ferroptosis by controlling the transport of various nutrients. Here, we summarized the function and mechanism of SLCs in ferroptosis regulated by ion, metabolic control of nutrients, and multiple signaling pathways, with a focus on SLC-related transporters that primarily transport five significant components: glucose, amino acid, lipid, trace metal ion, and other ion. Furthermore, the potential clinical applications of targeting SLCs with ferroptosis inducers for various diseases, including tumors, are discussed. Overall, this paper delves into the novel roles of the SLCs family in ferroptosis, aiming to enhance our understanding of the regulatory mechanisms of ferroptosis and identify new therapeutic targets for clinical applications.
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Affiliation(s)
- Li-Li Sun
- School of Life Science, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, China
| | - Hai-Yan He
- Department of Pharmacy, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, P. R. China
| | - Wei Li
- Division of Hematology and Oncology, Department of Pediatrics, Penn State Cancer Institute, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Wei-Lin Jin
- Institute of Cancer Neuroscience, Medical Frontier Innovation Research Center, The First Hospital of Lanzhou University, The First Clinical Medical College of Lanzhou University, Lanzhou, 730000, P. R. China.
| | - Yi-Ju Wei
- School of Life Science, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, China.
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, China.
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19
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Zhang G, Xiao Y, Liu H, Wu Y, Xue M, Li J. Integrated machine learning screened glutamine metabolism-associated biomarker SLC1A5 to predict immunotherapy response in hepatocellular carcinoma. Immunobiology 2024; 229:152841. [PMID: 39096658 DOI: 10.1016/j.imbio.2024.152841] [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: 06/14/2024] [Revised: 07/26/2024] [Accepted: 07/30/2024] [Indexed: 08/05/2024]
Abstract
Hepatocellular carcinoma (HCC) stands as one of the most prevalent malignancies. While PD-1 immune checkpoint inhibitors have demonstrated promising therapeutic efficacy in HCC, not all patients exhibit a favorable response to these treatments. Glutamine is a crucial immune cell regulatory factor, and tumor cells exhibit glutamine dependence. In this study, HCC patients were divided into two subtypes (C1 and C2) based on glutamine metabolism-related genes via consensus clustering. The C1 pattern, in contrast to C2, was associated with a lower survival probability among HCC patients. Additionally, the C1 pattern exhibited higher proportions of patients with advanced tumor stages. The activity of C1 in glutamine metabolism and transport is significantly enhanced, while its oxidative phosphorylation activity is reduced. And, C1 was mainly involved in the progression-related pathway of HCC. Furthermore, C1 exhibited high levels of immunosuppressive cells, cytokine-receptor interactions and immune checkpoint genes, suggesting C1 as an immunosuppressive subtype. After stepwise selection based on integrated four machine learning methods, SLC1A5 was finally identified as the pivotal gene that distinguishes the subtypes. The expression of SLC1A5 was significantly positively correlated with immunosuppressive status. SLC1A5 showed the most significant correlation with macrophage infiltration, and this correlation was confirmed through the RNA-seq data of CLCA project and our cohort. Low-SLC1A5-expression samples had better immunogenicity and responsiveness to immunotherapy. As expected, SubMap and survival analysis indicated that individuals with low SLC1A5 expression were more responsive to anti-PD1 therapy. Collectively, this study categorized HCC patients based on glutamine metabolism-related genes and proposed two subclasses with different clinical traits, biological behavior, and immune status. Machine learning was utilized to identify the hub gene SLC1A5 for HCC classification, which also could predict immunotherapy response.
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Affiliation(s)
- Guixiong Zhang
- Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province 510080, PR China
| | - Yitai Xiao
- Department of Endoscopy, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong Province 510060, PR China
| | - Hang Liu
- Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province 510080, PR China
| | - Yanqin Wu
- Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province 510080, PR China
| | - Miao Xue
- Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province 510080, PR China
| | - Jiaping Li
- Department of Interventional Oncology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province 510080, PR China.
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20
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Wen J, Yang Y, Li L, Xie J, Yang J, Zhang F, Duan L, Hao J, Tong Y, He Y. Magnoflorine alleviates dextran sulfate sodium-induced ulcerative colitis via inhibiting JAK2/STAT3 signaling pathway. Phytother Res 2024; 38:4592-4613. [PMID: 39079890 DOI: 10.1002/ptr.8271] [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: 01/17/2024] [Revised: 05/14/2024] [Accepted: 06/05/2024] [Indexed: 10/25/2024]
Abstract
Magnoflorine (Mag), a natural alkaloid component originating from the Ranunculaceae Juss. Family, has a various of pharmacological activities. This study aimed to investigate the therapeutic effects and potential mechanism of Mag on dextran sulfate sodium (DSS)-induced ulcerative colitis (UC) based on comprehensive approaches. Therapeutic effects of Mag on 3% DSS-induced UC mice were analyzed. UHPLC-Q-TOF/MS was performed to investigate the potential metabolites and signaling pathway of Mag on DSS-induced UC. Furthermore, the predicted mRNA and protein levels of JAK2/STAT3 signaling pathway in colon tissue were verified and assessed by qRT-PCR and Western Blotting, respectively. Therapeutic effects of Mag on UC mice were presented in down-regulation serum biochemical indices, alleviating histological damage of colon tissue. Serum untargeted metabolomics analysis showed that the potential mechanism of Mag on UC is mainly associated with the regulation of six biomarkers and 11 pathways, which may be responsible for the therapeutic efficacy of UC. The "component-metabolites-targets" interactive network indicated that Mag exerts its anti-UC effect by regulating PTGS1 and PTGS2, thereby regulating arachidonic acid. Moreover, the results of qRT-PCR showed that Mag could substantially decrease the relative mRNA expression level of Hub genes. In addition, it was found that Mag could inhibit the relative mRNA and protein expression of JAK2/STAT3 signaling pathway. The present results highlighted the role of Mag ameliorated colon injury in DSS-induced UC mice by inhibiting the JAK2/STAT3 signaling pathway. These results suggest that Mag may be an effective agent for the treatment of UC.
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Affiliation(s)
- Jianxia Wen
- School of Food and Bioengineering, Food Microbiology Key Laboratory of Sichuan Province, Chongqing Key Laboratory of Sichuan Chongqing Joint Construction of Specialty Food, Xihua University, Chengdu, China
| | - Yi Yang
- School of Food and Bioengineering, Food Microbiology Key Laboratory of Sichuan Province, Chongqing Key Laboratory of Sichuan Chongqing Joint Construction of Specialty Food, Xihua University, Chengdu, China
| | - Lu Li
- School of Food and Bioengineering, Food Microbiology Key Laboratory of Sichuan Province, Chongqing Key Laboratory of Sichuan Chongqing Joint Construction of Specialty Food, Xihua University, Chengdu, China
| | - Jiachen Xie
- School of Food and Bioengineering, Food Microbiology Key Laboratory of Sichuan Province, Chongqing Key Laboratory of Sichuan Chongqing Joint Construction of Specialty Food, Xihua University, Chengdu, China
| | - Junjie Yang
- School of Food and Bioengineering, Food Microbiology Key Laboratory of Sichuan Province, Chongqing Key Laboratory of Sichuan Chongqing Joint Construction of Specialty Food, Xihua University, Chengdu, China
| | - Fangling Zhang
- School of Pharmacy, State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Liting Duan
- College of Traditional Chinese Medicine, Yunnan University of Chinese Medicine, Kunming, China
| | - Junjie Hao
- College of Traditional Chinese Medicine, Yunnan University of Chinese Medicine, Kunming, China
| | - Yuling Tong
- School of Medicine and Food, Sichuan Vocational College of Health and Rehabilitation, Zigong, China
| | - Yuxin He
- School of Food and Bioengineering, Food Microbiology Key Laboratory of Sichuan Province, Chongqing Key Laboratory of Sichuan Chongqing Joint Construction of Specialty Food, Xihua University, Chengdu, China
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21
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Hu H, Li W, Hao Y, Peng Z, Zou Z, Wei J, Zhou Y, Liang W, Cao Y. The SGLT2 inhibitor dapagliflozin ameliorates renal fibrosis in hyperuricemic nephropathy. Cell Rep Med 2024; 5:101690. [PMID: 39168099 PMCID: PMC11384938 DOI: 10.1016/j.xcrm.2024.101690] [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: 01/03/2024] [Revised: 07/01/2024] [Accepted: 07/24/2024] [Indexed: 08/23/2024]
Abstract
Hyperuricemic nephropathy (HN) is a global metabolic disorder characterized by uric acid (UA) metabolism dysfunction, resulting in hyperuricemia (HUA) and tubulointerstitial fibrosis (TIF). Sodium-dependent glucose transporter 2 inhibitor, dapagliflozin, has shown potential in reducing serum UA levels in patients with chronic kidney disease (CKD), though its protective effects against HN remain uncertain. This study investigates the functional, pathological, and molecular changes in HN through histological, biochemical, and transcriptomic analyses in patients, HN mice, and UA-stimulated HK-2 cells. Findings indicate UA-induced tubular dysfunction and fibrotic activation, which dapagliflozin significantly mitigates. Transcriptomic analysis identifies estrogen-related receptor α (ERRα), a downregulated transcription factor in HN. ERRα knockin mice and ERRα-overexpressed HK-2 cells demonstrate UA resistance, while ERRα inhibition exacerbates UA effects. Dapagliflozin targets ERRα, activating the ERRα-organic anion transporter 1 (OAT1) axis to enhance UA excretion and reduce TIF. Furthermore, dapagliflozin ameliorates renal fibrosis in non-HN CKD models, underscoring the therapeutic significance of the ERRα-OAT1 axis in HN and CKD.
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Affiliation(s)
- Hongtu Hu
- Division of Nephrology, Renmin Hospital of Wuhan University, Wuhan, China; Key Clinical Research Center of Kidney Disease in Hubei, 238 Jiefang Road, Wuhan, China; Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Weiwei Li
- Division of Nephrology, The Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, No. 158 Wuyang Avenue, Enshi, China
| | - Yiqun Hao
- Division of Nephrology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Zhuan Peng
- Division of Nephrology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Zhengping Zou
- Division of Nephrology, Qianjiang Hospital Affiliated to Renmin Hospital of Wuhan University, Wuhan, China; Qianjiang Clinical Medical College, Health Science Center, Yangtze University, Jingzhou, China
| | - Jiali Wei
- Department of Nephrology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Ying Zhou
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No. 45 Changchun St, Xicheng District, Beijing 100053, China.
| | - Wei Liang
- Division of Nephrology, Renmin Hospital of Wuhan University, Wuhan, China; Key Clinical Research Center of Kidney Disease in Hubei, 238 Jiefang Road, Wuhan, China.
| | - Yun Cao
- Department of Nephrology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China.
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22
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Enríquez-Rodríguez CJ, Casadevall C, Faner R, Pascual-Guardia S, Castro-Acosta A, López-Campos JL, Peces-Barba G, Seijo L, Caguana-Vélez OA, Monsó E, Rodríguez-Chiaradia D, Barreiro E, Cosío BG, Agustí A, Gea J, On Behalf Of The Biomepoc Group. A Pilot Study on Proteomic Predictors of Mortality in Stable COPD. Cells 2024; 13:1351. [PMID: 39195241 DOI: 10.3390/cells13161351] [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: 07/12/2024] [Revised: 08/07/2024] [Accepted: 08/08/2024] [Indexed: 08/29/2024] Open
Abstract
Chronic Obstructive Pulmonary Disease (COPD) is the third leading cause of global mortality. Despite clinical predictors (age, severity, comorbidities, etc.) being established, proteomics offers comprehensive biological profiling to obtain deeper insights into COPD pathophysiology and survival prognoses. This pilot study aimed to identify proteomic footprints that could be potentially useful in predicting mortality in stable COPD patients. Plasma samples from 40 patients were subjected to both blind (liquid chromatography-mass spectrometry) and hypothesis-driven (multiplex immunoassays) proteomic analyses supported by artificial intelligence (AI) before a 4-year clinical follow-up. Among the 34 patients whose survival status was confirmed (mean age 69 ± 9 years, 29.5% women, FEV1 42 ± 15.3% ref.), 32% were dead in the fourth year. The analysis identified 363 proteins/peptides, with 31 showing significant differences between the survivors and non-survivors. These proteins predominantly belonged to different aspects of the immune response (12 proteins), hemostasis (9), and proinflammatory cytokines (5). The predictive modeling achieved excellent accuracy for mortality (90%) but a weaker performance for days of survival (Q2 0.18), improving mildly with AI-mediated blind selection of proteins (accuracy of 95%, Q2 of 0.52). Further stratification by protein groups highlighted the predictive value for mortality of either hemostasis or pro-inflammatory markers alone (accuracies of 95 and 89%, respectively). Therefore, stable COPD patients' proteomic footprints can effectively forecast 4-year mortality, emphasizing the role of inflammatory, immune, and cardiovascular events. Future applications may enhance the prognostic precision and guide preventive interventions.
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Affiliation(s)
- Cesar Jessé Enríquez-Rodríguez
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Carme Casadevall
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Rosa Faner
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Servei de Pneumologia (Institut Clínic de Respiratori), Hospital Clínic-Fundació Clínic per la Recerca Biomèdica, Universitat de Barcelona, 08907 Barcelona, Spain
| | - Sergi Pascual-Guardia
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Ady Castro-Acosta
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Respiratory Medicine Department, Hospital 12 de Octubre, 28041 Madrid, Spain
| | - José Luis López-Campos
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Unidad Médico-Quirúrgica de Enfermedades Respiratorias, Hospital Universitario Virgen del Rocío, Universidad de Sevilla, 41012 Sevilla, Spain
| | - Germán Peces-Barba
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Respiratory Medicine Department, Fundación Jiménez Díaz, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Luis Seijo
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Respiratory Medicine Department, Fundación Jiménez Díaz, Universidad Autónoma de Madrid, 28049 Madrid, Spain
- Respiratory Medicine Department, Clínica Universidad de Navarra, 31008 Madrid, Spain
| | - Oswaldo Antonio Caguana-Vélez
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Eduard Monsó
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Institut d'Investigació i Innovació Parc Taulí, Universitat Autònoma de Barcelona, 08193 Sabadell, Spain
| | - Diego Rodríguez-Chiaradia
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Esther Barreiro
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Borja G Cosío
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Respiratory Medicine Department, Hospital Son Espases-Instituto de Investigación Sanitaria de Palma (IdISBa), Universitat de les Illes Balears, 07120 Palma de Mallorca, Spain
| | - Alvar Agustí
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Servei de Pneumologia (Institut Clínic de Respiratori), Hospital Clínic-Fundació Clínic per la Recerca Biomèdica, Universitat de Barcelona, 08907 Barcelona, Spain
| | - Joaquim Gea
- Hospital del Mar Research Institute, Respiratory Medicine Department, Hospital del Mar. Medicine and Life Sciences Department, Universitat Pompeu Fabra (UPF), BRN, 08018 Barcelona, Spain
- Centro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
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23
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Jin Z, Hammoud H, Bhandage AK, Korol SV, Trujeque-Ramos O, Koreli S, Gong Z, Chowdhury AI, Sandbaumhüter FA, Jansson ET, Lindsay RS, Christoffersson G, Andrén PE, Carlsson PO, Bergsten P, Kamali-Moghaddam M, Birnir B. GABA-mediated inhibition of human CD4 + T cell functions is enhanced by insulin but impaired by high glucose levels. EBioMedicine 2024; 105:105217. [PMID: 38943728 PMCID: PMC11260598 DOI: 10.1016/j.ebiom.2024.105217] [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: 10/27/2023] [Revised: 06/05/2024] [Accepted: 06/10/2024] [Indexed: 07/01/2024] Open
Abstract
BACKGROUND γ-aminobutyric acid (GABA), known as the main inhibitory neurotransmitter in the brain, exerts immunomodulatory functions by interaction with immune cells, including T cells. Metabolic programs of T cells are closely linked to their effector functions including proliferation, differentiation, and cytokine production. The physiological molecules glucose and insulin may provide environmental cues and guidance, but whether they coordinate to regulate GABA-mediated T cell immunomodulation is still being examined. METHODS CD4+ T cells that were isolated from blood samples from healthy individuals and from patients with type 1 diabetes (T1D) were activated in vitro. We carried out metabolic assays, multiple proximity extension assay (PEA), ELISA, qPCR, immunoblotting, immunofluorescence staining, flow cytometry analysis, MS-based proteomics, as well as electrophysiology and live-cell Ca2+ imaging. FINDINGS We demonstrate that GABA-mediated reduction of metabolic activity and the release of inflammatory proteins, including IFNγ and IL-10, were abolished in human CD4+ T cells from healthy individuals and patients with T1D when the glucose concentration was elevated above levels typically observed in healthy people. Insulin increased GABAA receptor-subunit ρ2 expression, enhanced the GABAA receptors-mediated currents and Ca2+ influx. GABA decreased, whereas insulin sustained, hexokinase activity and glycolysis in a glucose concentration-dependent manner. INTERPRETATION These findings support that metabolic factors, such as glucose and insulin, influence the GABA-mediated immunomodulation of human primary T cells effector functions. FUNDING The Swedish Children's Diabetes Foundation, The Swedish Diabetes Foundation, The Swedish Research Council 2018-02952, EXODIAB, The Ernfors Foundation, The Thurings Foundation and the Science for Life Laboratory.
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Affiliation(s)
- Zhe Jin
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Hayma Hammoud
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | | | | | | | - Stasini Koreli
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Zhitao Gong
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | | | | | - Erik Tomas Jansson
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | | | | - Per Erik Andrén
- Department of Pharmaceutical Biosciences, Spatial Mass Spectrometry, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Per-Ola Carlsson
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Peter Bergsten
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Masood Kamali-Moghaddam
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Bryndis Birnir
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden.
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24
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Susa KJ, Bradshaw GA, Eisert RJ, Schilling CM, Kalocsay M, Blacklow SC, Kruse AC. A spatiotemporal map of co-receptor signaling networks underlying B cell activation. Cell Rep 2024; 43:114332. [PMID: 38850533 PMCID: PMC11256977 DOI: 10.1016/j.celrep.2024.114332] [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: 03/02/2024] [Revised: 04/16/2024] [Accepted: 05/23/2024] [Indexed: 06/10/2024] Open
Abstract
The B cell receptor (BCR) signals together with a multi-component co-receptor complex to initiate B cell activation in response to antigen binding. Here, we take advantage of peroxidase-catalyzed proximity labeling combined with quantitative mass spectrometry to track co-receptor signaling dynamics in Raji cells from 10 s to 2 h after BCR stimulation. This approach enables tracking of 2,814 proximity-labeled proteins and 1,394 phosphosites and provides an unbiased and quantitative molecular map of proteins recruited to the vicinity of CD19, the signaling subunit of the co-receptor complex. We detail the recruitment kinetics of signaling effectors to CD19 and identify previously uncharacterized mediators of B cell activation. We show that the glutamate transporter SLC1A1 is responsible for mediating rapid metabolic reprogramming and for maintaining redox homeostasis during B cell activation. This study provides a comprehensive map of BCR signaling and a rich resource for uncovering the complex signaling networks that regulate activation.
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Affiliation(s)
- Katherine J Susa
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.
| | - Gary A Bradshaw
- Department of Systems Biology, Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Robyn J Eisert
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Charlotte M Schilling
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Marian Kalocsay
- Department of Experimental Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Stephen C Blacklow
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA 02215, USA.
| | - Andrew C Kruse
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.
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25
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Yaman Y, Kişi YE, Şengül SS, Yıldırım Y, Bay V. Unveiling genetic signatures associated with resilience to neonatal diarrhea in lambs through two GWAS approaches. Sci Rep 2024; 14:13072. [PMID: 38844604 PMCID: PMC11156902 DOI: 10.1038/s41598-024-64093-6] [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: 03/05/2024] [Accepted: 06/05/2024] [Indexed: 06/09/2024] Open
Abstract
Neonatal diarrhea presents a significant global challenge due to its multifactorial etiology, resulting in high morbidity and mortality rates, and substantial economic losses. While molecular-level studies on genetic resilience/susceptibility to neonatal diarrhea in farm animals are scarce, prior observations indicate promising research directions. Thus, the present study utilizes two genome-wide association approaches, pKWmEB and MLM, to explore potential links between genetic variations in innate immunity and neonatal diarrhea in Karacabey Merino lambs. Analyzing 707 lambs, including 180 cases and 527 controls, revealed an overall prevalence rate of 25.5%. The pKWmEB analysis identified 13 significant SNPs exceeding the threshold of ≥ LOD 3. Moreover, MLM detected one SNP (s61781.1) in the SLC22A8 gene (p-value, 1.85eE-7), which was co-detected by both methods. A McNemar's test was conducted as the final assessment to identify whether there are any major effective markers among the detected SNPs. Results indicate that four markers-oar3_OAR1_122352257, OAR17_77709936.1, oar3_OAR18_17278638, and s61781.1-have a substantial impact on neonatal diarrhea prevalence (odds ratio: 2.03 to 3.10; statistical power: 0.88 to 0.99). Therefore, we propose the annotated genes harboring three of the associated markers, TIAM1, YDJC, and SLC22A8, as candidate major genes for selective breeding against neonatal diarrhea.
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Affiliation(s)
- Yalçın Yaman
- Department of Genetics, Faculty of Veterinary Medicine, Siirt University, Siirt, 56000, Türkiye.
| | - Yiğit Emir Kişi
- Sheep Research and Breeding Institute, Bandırma Balikesir, Türkiye
| | - Serkan S Şengül
- Sheep Research and Breeding Institute, Bandırma Balikesir, Türkiye
| | - Yasin Yıldırım
- Sheep Research and Breeding Institute, Bandırma Balikesir, Türkiye
| | - Veysel Bay
- Department of Animal Science, Faculty of Agriculture, Ege University, İzmir, 35100, Türkiye
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26
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Dong L, Yu J, Wang H, Yue X, Liu B. Transcriptomic insights into vibrio-induced mortality in the clam Meretrix petechialis under high temperature. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2024; 50:101226. [PMID: 38522379 DOI: 10.1016/j.cbd.2024.101226] [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: 01/28/2024] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 03/26/2024]
Abstract
In this study, we investigate the mortality of the clam Meretrix petechialis facing a vibrio challenge under different temperatures and the underlying molecular mechanisms. Our experiment distinctly revealed that clam mortality was predominantly observed under high temperature, highlighting the critical impact of thermal stress on clam susceptibility to infection. Using RNA-seq, we further compared the global transcriptional response to vibrio in clam gills between high and low temperatures. Compared to other groups, the differentially expressed genes in vibrio-challenged group at high temperature associated with immunity, oxidative stress, and membrane transport. Key results show a weakened immune response in clams at high temperature, especially in the TNF signaling pathway, and a decrease in membrane transport efficiency, notably in SLC proteins. Additionally, high temperature enhanced pro-inflammatory related unsaturated fatty acid metabolism, leading to increased oxidative damage. This was further evidenced by our biochemical assays, which showed significantly higher levels of lipid peroxidation and protein carbonylation in clams at high temperature, indicating heightened oxidative damage. RT-PCR validation of selected DEGs corroborated the RNA-seq findings. Our findings contribute to the understanding of more frequent shellfish mortality in summer, emphasizing the role of temperature in pathogen response, elucidating the molecular mechanisms underlying the synergistic effect of pathogen and high temperature stresses. The key genes identified provide potential targets for resistance-assisted breeding. This research has significant implications for bivalve aquaculture and their physiology, particularly in light of global climate changes affecting marine ecosystems.
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Affiliation(s)
- Li Dong
- College of Life Sciences, Qingdao Agricultural University, Qingdao 266109, China; CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
| | - Jiajia Yu
- CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
| | - Hongxia Wang
- CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China.
| | - Xin Yue
- CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China.
| | - Baozhong Liu
- CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Key Laboratory of Breeding Biotechnology and Sustainable Aquaculture, Chinese Academy of Sciences, Wuhan 430072, China
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Bopp L, Martinez ML, Schumacher C, Seitz R, Arana MH, Klapproth H, Lukas D, Oh JH, Neumayer D, Lackmann JW, Mueller S, von Stebut E, Brachvogel B, Brodesser S, Klein Geltink RI, Fabri M. Glutamine promotes human CD8 + T cells and counteracts imiquimod-induced T cell hyporesponsiveness. iScience 2024; 27:109767. [PMID: 38736545 PMCID: PMC11088342 DOI: 10.1016/j.isci.2024.109767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 02/24/2024] [Accepted: 04/15/2024] [Indexed: 05/14/2024] Open
Abstract
T cells protect tissues from cancer. Although investigations in mice showed that amino acids (AA) critically regulate T cell immunity, this remains poorly understood in humans. Here, we describe the AA composition of interstitial fluids in keratinocyte-derived skin cancers (KDSCs) and study the effect of AA on T cells using models of primary human cells and tissues. Gln contributed to ∼15% of interstitial AAs and promoted interferon gamma (IFN-γ), but not granzyme B (GzB) expression, in CD8+ T cells. Furthermore, the Toll-like receptor 7 agonist imiquimod (IMQ), a common treatment for KDSCs, down-regulated the metabolic gatekeepers c-MYC and mTORC1, as well as the AA transporter ASCT2 and intracellular Gln, Asn, Ala, and Asp in T cells. Reduced proliferation and IFN-γ expression, yet increased GzB, paralleled IMQ effects on AA. Finally, Gln was sufficient to promote IFN-γ-production in IMQ-treated T cells. Our findings indicate that Gln metabolism can be harnessed for treating KDSCs.
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Affiliation(s)
- Luisa Bopp
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Maria Lopéz Martinez
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Clara Schumacher
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Robert Seitz
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Manuel Huerta Arana
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Henning Klapproth
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Dominika Lukas
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Ju Hee Oh
- BC Children’s Hospital Research Institute, Vancouver, BC, Canada
- University of British Columbia, Vancouver, BC, Canada
| | - Daniela Neumayer
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Jan W. Lackmann
- CECAD Cluster of Excellence, Faculty of Mathematics and Natural Sciences, University of Cologne, Cologne, Germany
| | - Stefan Mueller
- Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Esther von Stebut
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
| | - Bent Brachvogel
- Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
- Department of Pediatrics and Adolescent Medicine, Experimental Neonatology, Medical Faculty and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Biochemistry, Medical Faculty and University Hospital Cologne, University of Cologne, Cologne, Germany
- University of Cologne, Faculty of Medicine and University Hospital of Cologne, Cluster of Excellence Cellular Stress Responses in Aging-associated Diseases (CECAD), Cologne, Germany
| | - Susanne Brodesser
- University of Cologne, Faculty of Medicine and University Hospital of Cologne, Cluster of Excellence Cellular Stress Responses in Aging-associated Diseases (CECAD), Cologne, Germany
| | - Ramon I. Klein Geltink
- BC Children’s Hospital Research Institute, Vancouver, BC, Canada
- University of British Columbia, Vancouver, BC, Canada
| | - Mario Fabri
- Department of Dermatology and Venereology, University of Cologne, Faculty of Medicine, and University Hospital of Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
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28
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Kumar V, Stewart Iv JH. Pattern-Recognition Receptors and Immunometabolic Reprogramming: What We Know and What to Explore. J Innate Immun 2024; 16:295-323. [PMID: 38740018 PMCID: PMC11250681 DOI: 10.1159/000539278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 05/07/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Evolutionarily, immune response is a complex mechanism that protects the host from internal and external threats. Pattern-recognition receptors (PRRs) recognize MAMPs, PAMPs, and DAMPs to initiate a protective pro-inflammatory immune response. PRRs are expressed on the cell membranes by TLR1, 2, 4, and 6 and in the cytosolic organelles by TLR3, 7, 8, and 9, NLRs, ALRs, and cGLRs. We know their downstream signaling pathways controlling immunoregulatory and pro-inflammatory immune response. However, the impact of PRRs on metabolic control of immune cells to control their pro- and anti-inflammatory activity has not been discussed extensively. SUMMARY Immune cell metabolism or immunometabolism critically determines immune cells' pro-inflammatory phenotype and function. The current article discusses immunometabolic reprogramming (IR) upon activation of different PRRs, such as TLRs, NLRs, cGLRs, and RLRs. The duration and type of PRR activated, species studied, and location of immune cells to specific organ are critical factors to determine the IR-induced immune response. KEY MESSAGE The work herein describes IR upon TLR, NLR, cGLR, and RLR activation. Understanding IR upon activating different PRRs is critical for designing better immune cell-specific immunotherapeutics and immunomodulators targeting inflammation and inflammatory diseases.
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Affiliation(s)
- Vijay Kumar
- Department of Surgery, Laboratory of Tumor Immunology and Immunotherapy, Medical Education Building-C, Morehouse School of Medicine, Atlanta, Georgia, USA
| | - John H Stewart Iv
- Department of Surgery, Laboratory of Tumor Immunology and Immunotherapy, Medical Education Building-C, Morehouse School of Medicine, Atlanta, Georgia, USA
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Sha Y, Liu X, Yan W, Wang M, Li H, Jiang S, Wang S, Ren Y, Zhang K, Yin R. Long Non-Coding RNA Analysis: Severe Pathogenicity in Chicken Embryonic Visceral Tissues Infected with Highly Virulent Newcastle Disease Virus-A Comparison to the Avirulent Vaccine Virus. Microorganisms 2024; 12:971. [PMID: 38792800 PMCID: PMC11123907 DOI: 10.3390/microorganisms12050971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 04/12/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
There are significant variations in pathogenicity among different virulent strains of the Newcastle disease virus (NDV). Virulent NDV typically induces severe pathological changes and high mortality rates in infected birds, while avirulent NDV usually results in asymptomatic infection. Currently, the understanding of the specific mechanisms underlying the differences in host pathological responses and symptoms caused by various virulent NDV strains remains limited. Long non-coding RNA (lncRNA) can participate in a range of biological processes and plays a crucial role in viral infection and replication. Therefore, this study employed RNA-Seq to investigate the transcriptional profiles of chicken embryos' visceral tissues (CEVTs) infected with either the virulent NA-1 strain or avirulent LaSota strain at 24 hpi and 36 hpi. Using bioinformatic methods, we obtained a total of 2532 lncRNAs, of which there were 52 and 85 differentially expressed lncRNAs at 24 hpi and 36 hpi, respectively. LncRNA analysis revealed that the severe pathological changes and symptoms induced by virulent NDV infection may be partially attributed to related target genes, regulated by differentially expressed lncRNAs such as MSTRG.1545.5, MSTRG.14601.6, MSTRG.7150.1, and MSTRG.4481.1. Taken together, these findings suggest that virulent NDV infection exploits the host's metabolic resources and exerts an influence on the host's metabolic processes, accompanied by excessive activation of the immune response. This impacts the growth and development of each system of CEVTs, breaches the blood-brain barrier, inflicts severe damage on the nervous system, and induces significant lesions. These observations may be attributed to variations in pathology. Consequently, novel insights were obtained into the intricate regulatory mechanisms governing NDV and host interactions. This will aid in unraveling the molecular mechanisms underlying both virulent and avirulent forms of NDV infection.
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Affiliation(s)
- Yuxin Sha
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Xinxin Liu
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
- College of Food Science and Engineering, Jilin University, Changchun 130062, China
| | - Weiwen Yan
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Mengjun Wang
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Hongjin Li
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Shanshan Jiang
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Sijie Wang
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Yongning Ren
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Kexin Zhang
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
| | - Renfu Yin
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory of Zoonosis Research, Ministry of Education, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, China; (Y.S.); (X.L.); (W.Y.); (M.W.); (H.L.); (S.J.); (S.W.); (Y.R.); (K.Z.)
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Sheng Y, Hu W, Chen S, Zhu X. Efferocytosis by macrophages in physiological and pathological conditions: regulatory pathways and molecular mechanisms. Front Immunol 2024; 15:1275203. [PMID: 38779685 PMCID: PMC11109379 DOI: 10.3389/fimmu.2024.1275203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 04/17/2024] [Indexed: 05/25/2024] Open
Abstract
Efferocytosis is defined as the highly effective phagocytic removal of apoptotic cells (ACs) by professional or non-professional phagocytes. Tissue-resident professional phagocytes ("efferocytes"), such as macrophages, have high phagocytic capacity and are crucial to resolve inflammation and aid in homeostasis. Recently, numerous exciting discoveries have revealed divergent (and even diametrically opposite) findings regarding metabolic immune reprogramming associated with efferocytosis by macrophages. In this review, we highlight the key metabolites involved in the three phases of efferocytosis and immune reprogramming of macrophages under physiological and pathological conditions. The next decade is expected to yield further breakthroughs in the regulatory pathways and molecular mechanisms connecting immunological outcomes to metabolic cues as well as avenues for "personalized" therapeutic intervention.
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Affiliation(s)
- Yan−Ran Sheng
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Wen−Ting Hu
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Siman Chen
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Xiao−Yong Zhu
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
- Key Laboratory of Reproduction Regulation of NPFPC, SIPPR, IRD, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Fudan University, Shanghai, China
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31
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Wu W, Jiang C, Zhu W, Jiang X. Multi-omics analysis reveals the association between specific solute carrier proteins gene expression patterns and the immune suppressive microenvironment in glioma. J Cell Mol Med 2024; 28:e18339. [PMID: 38687049 PMCID: PMC11060081 DOI: 10.1111/jcmm.18339] [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: 01/09/2024] [Revised: 03/30/2024] [Accepted: 04/05/2024] [Indexed: 05/02/2024] Open
Abstract
Glioma is the most prevalent malignant brain tumour. Currently, reshaping its tumour microenvironment has emerged as an appealing strategy to enhance therapeutic efficacy. As the largest group of transmembrane transport proteins, solute carrier proteins (SLCs) are responsible for the transmembrane transport of various metabolites and ions. They play a crucial role in regulating the metabolism and functions of malignant cells and immune cells within the tumour microenvironment, making them a promising target in cancer therapy. Through multidimensional data analysis and experimental validation, we investigated the genetic landscape of SLCs in glioma. We established a classification system comprising 7-SLCs to predict the prognosis of glioma patients and their potential responses to immunotherapy and chemotherapy. Our findings unveiled specific SLC expression patterns and their correlation with the immune-suppressive microenvironment and metabolic status. The 7-SLC classification system was validated in distinguishing subgroups within the microenvironment, specifically identifying subsets involving malignant cells and tumour-associated macrophages. Furthermore, the orphan protein SLC43A3, a core member of the 7-SLC classification system, was identified as a key facilitator of tumour cell proliferation and migration, suggesting its potential as a novel target for cancer therapy.
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Affiliation(s)
- Wenjie Wu
- Department of Neurosurgery, Union Hospital, Tongji Medical CollegeHuazhong University of Science and TechnologyWuhanChina
| | - Cheng Jiang
- Department of Neurosurgery, Union Hospital, Tongji Medical CollegeHuazhong University of Science and TechnologyWuhanChina
| | - Wende Zhu
- Department of Neurosurgery, Union Hospital, Tongji Medical CollegeHuazhong University of Science and TechnologyWuhanChina
| | - Xiaobing Jiang
- Department of Neurosurgery, Union Hospital, Tongji Medical CollegeHuazhong University of Science and TechnologyWuhanChina
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Ni C, Hong M. Oligomerization of drug transporters: Forms, functions, and mechanisms. Acta Pharm Sin B 2024; 14:1924-1938. [PMID: 38799641 PMCID: PMC11119549 DOI: 10.1016/j.apsb.2024.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/07/2023] [Accepted: 01/05/2024] [Indexed: 05/29/2024] Open
Abstract
Drug transporters are essential players in the transmembrane transport of a wide variety of clinical drugs. The broad substrate spectra and versatile distribution pattern of these membrane proteins infer their pharmacological and clinical significance. With our accumulating knowledge on the three-dimensional structure of drug transporters, their oligomerization status has become a topic of intense study due to the possible functional roles carried out by such kind of post-translational modification (PTM). In-depth studies of oligomeric complexes formed among drug transporters as well as their interactions with other regulatory proteins can help us better understand the regulatory mechanisms of these membrane proteins, provide clues for the development of novel drugs, and improve the therapeutic efficacy. In this review, we describe different oligomerization forms as well as their structural basis of major drug transporters in the ATP-binding cassette and solute carrier superfamilies, summarize our current knowledge on the influence of oligomerization for protein expression level and transport function of these membrane proteins, and discuss the regulatory mechanisms of oligomerization. Finally, we highlight the challenges associated with the current oligomerization studies and propose some thoughts on the pharmaceutical application of this important drug transporter PTM.
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Affiliation(s)
- Chunxu Ni
- College of Life Sciences, South China Agricultural University, Guangzhou 510642, China
| | - Mei Hong
- College of Life Sciences, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Protein Function and Regulation in Agricultural Organisms, South China Agricultural University, Guangzhou 510642, China
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Fei Q, Jin K, Shi S, Li T, Guo D, Lin M, Yu X, Wu W, Ye L. Suppression of pancreatic cancer proliferation through TXNIP-mediated inhibition of the MAPK signaling pathway. Acta Biochim Biophys Sin (Shanghai) 2024; 56:513-524. [PMID: 38229544 PMCID: PMC11094629 DOI: 10.3724/abbs.2023286] [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: 08/17/2023] [Accepted: 11/21/2023] [Indexed: 01/18/2024] Open
Abstract
Thioredoxin-interacting protein (TXNIP) is a crucial thioredoxin-binding protein that is recognized as a tumor suppressor in diverse malignancies, such as breast cancer, lung cancer, hepatocellular carcinoma, and thyroid cancer. However, the specific role and molecular mechanisms of TXNIP in the pathogenesis and progression of pancreatic cancer cells have not been determined. In this study, we investigate the relationship between TXNIP expression and overall survival prognosis in pancreatic cancer patients. Mechanistic studies are conducted to reveal the role of TXNIP in pancreatic cancer cell proliferation, migration, and regulation during malignancy. Our findings indicate that patients with high TXNIP expression have a more favorable prognosis. In vitro experiments with pancreatic cell lines show that overexpression of TXNIP suppresses the proliferation and migration of pancreatic cancer cells. Furthermore, we find that TXNIP inhibits the activation of the MAPK signaling pathway, thereby decreasing the malignant potential of pancreatic cancer. In conclusion, our study reveals TXNIP as a promising new predictive marker and therapeutic target for pancreatic cancer.
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Affiliation(s)
- Qinglin Fei
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Kaizhou Jin
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Saimeng Shi
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Tianjiao Li
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Duancheng Guo
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Mengxiong Lin
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Xianjun Yu
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Weiding Wu
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
| | - Longyun Ye
- Department of Pancreatic SurgeryFudan University Shanghai Cancer CenterShanghai200032China
- Department of OncologyShanghai Medical CollegeFudan UniversityShanghai200032China
- Shanghai Pancreatic Cancer InstituteShanghai200032China
- Pancreatic Cancer InstituteFudan UniversityShanghai200032China
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Saravanan R, Balasubramanian V, Sundaram S, Dev B, Vittalraj P, Pitani RS, Shanmugasundaram G, Rayala SK, Venkatraman G. Expression of cell surface zinc transporter LIV1 in triple negative breast cancer is an indicator of poor prognosis and therapy failure. J Cell Physiol 2024; 239:e31203. [PMID: 38345361 DOI: 10.1002/jcp.31203] [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: 10/12/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 04/12/2024]
Abstract
Triple negative breast cancers (TNBC) are an aggressive molecular subtype of breast carcinoma (BC) identified by the lack of receptor expression for estrogen, progesterone, & human epidermal growth factor receptor-2. Lack of tangible drug targets warrants further research in TNBC. LIV1, is a zinc (Zn) transporter known to be overexpressed in few cancer types including BCs. Recently, in the United States of America, FDA approved the use of a new drug targeting LIV1, antibody drug conjugate SGN-LIV1A for treatment of TNBC patients. Though LIV1 also has a role in modulating immune cells by its differential transport of Zn, a correlation between the tumor cell expression of LIV1 and immune cell infiltrations were scantily reported. Further adequate baseline data on LIV1 expression in other populations have not been documented. Our objective was to screen a large Indian cohort of TNBC patient samples for LIV1, categorize the immune cell infiltration using CD4/CD8 expression and correlate the findings with therapy outcomes. Further, we also investigated for LIV1 expression in matched samples of primary & secondary tumors; pre & postchemotherapy in TNBC patients. Results showed an elevated expression of LIV1 in TNBC samples as compared to adjacent normal, the mean Q scores being 183.06 ± 6.39 and 120.78 ± 7.37 (p < 0.0001), respectively. Similarly, LIV1 levels were elevated in secondary tumors than primary & in patient samples postchemotherapy as compared to naïve. In the TNBC cohort, using automated method, cell morphology parameters were computed and analysis showed LIV1 levels were elevated in grade 3 TNBC samples presenting with altered cell morphology parameters namely cell size, cell perimeter, & nucleus size. Thus indicating LIV1 expressing TNBC samples portrayed an aggressive phenotype. Finally, TNBC patients with 3+ staining intensity showed poor survival (4.44 year) as compared to patients with 2+ LIV1 expression (5.47 year), emphasizing that LIV1 expression is a poor prognostic factor in TNBC. In conclusion, the study reports elevated expression of LIV1 in a large Indian TNBC cohort; high expression is a poor prognostic factor and correlated with aggressive disease and indicating the need for LIV1 targeted therapies.
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Affiliation(s)
- Roshni Saravanan
- Department of Human Genetics, Sri Ramachandra Faculty of Biomedical Sciences & Technology, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Vaishnavi Balasubramanian
- Department of Human Genetics, Sri Ramachandra Faculty of Biomedical Sciences & Technology, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Sandhya Sundaram
- Department of Pathology, Sri Ramachandra Medical College, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Bhawna Dev
- Department of Radiology, Sri Ramachandra Medical College, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Pavithra Vittalraj
- Department of Pathology, Sri Ramachandra Medical College, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Ravi Shankar Pitani
- Department of Community Medicine, Sri Ramachandra Medical College, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Gouthaman Shanmugasundaram
- Department of Surgical Oncology, Sri Ramachandra Medical College, Sri Ramachandra Institute of Higher Education and Research, Chennai, India
| | - Suresh Kumar Rayala
- Department of Biotechnology, Indian Institute of Technology Madras, Chennai, India
| | - Ganesh Venkatraman
- Department of Bio-Medical Sciences, School of Bio Sciences & Technology, Vellore Institute of Technology, Vellore, India
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Yang X, Tao Y, Xu Y, Cai W, Shao Q. SLC35A2 expression drives breast cancer progression via ERK pathway activation. FEBS J 2024; 291:1483-1505. [PMID: 38143314 DOI: 10.1111/febs.17044] [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: 12/31/2022] [Revised: 10/21/2023] [Accepted: 12/22/2023] [Indexed: 12/26/2023]
Abstract
Alterations in glycosylation are associated with breast tumor formation and progression. Nevertheless, the specific functions and mechanisms of the human major UDP-galactose transporter-encoding gene solute carrier family 35 member A2 (SLC35A2) in breast invasive carcinoma (BRCA) have not been fully determined. Here, we report that SLC35A2 promotes BRCA progression by activating extracellular signal regulated kinase (ERK). SLC35A2 expression and prognosis-predictive significance in pan-cancer were evaluated using public databases. The upstream non-coding RNAs (ncRNAs) of SLC35A2 were analyzed, and their expression and regulations were validated in breast tissues and cell lines by a quantitative PCR and dual-luciferase assays. We used bioinformatic tools to assess the link between SLC35A2 expression and immune infiltration and performed immunohistochemistry for validation. Cell Counting Kit-8, 5-ethynyl-2'-deoxyuridine, transwell, flow cytometer and western blotting were used to assess the proliferation, motility, cell cycle and apoptosis of BRCA cells in vitro. The xenograft models were constructed to assess the effect of SLC35A2 on BRCA tumor growth in vivo. The results indicated that SLC35A2 expression was upregulated and linked to an unfavorable prognosis in BRCA. The most likely upstream ncRNA-associated pathway of SLC35A2 in BRCA was the AC074117.1/hsa-let-7b-5p axis. SLC35A2 expression had positive correlations with the presence of Th2 cells, regulatory T cells and immune checkpoints. Knockdown of SLC35A2 could reduce BRCA cell proliferation, motility, and cause G2/M arrest and cell apoptosis via ERK signaling. Moreover, ERK activation can rescue the inhibitory effects of knockdown SLC35A2 in BRCA. In conclusion, AC074117.1/hsa-let-7b-5p axis-mediated high expression of SLC35A2 acts as a tumor promoter in BRCA via ERK signaling, which provides a potential target for BRCA treatment.
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Affiliation(s)
- Xiaochen Yang
- Department of Thyroid and Breast Surgery, Affiliated Kunshan Hospital of Jiangsu University, China
| | - Yukai Tao
- Clinical Research & Lab Center, Affiliated Kunshan Hospital of Jiangsu University, China
| | - Yan Xu
- Department of Thyroid and Breast Surgery, Affiliated Kunshan Hospital of Jiangsu University, China
| | - Weili Cai
- Institute of Medical Genetics and Reproductive Immunity, The Digestive and Reproductive System Cancers Precise Prevention Engineering Research Center of Jiangsu Province, Jiangsu College of Nursing, Huai'an, China
| | - Qixiang Shao
- Clinical Research & Lab Center, Affiliated Kunshan Hospital of Jiangsu University, China
- Institute of Medical Genetics and Reproductive Immunity, The Digestive and Reproductive System Cancers Precise Prevention Engineering Research Center of Jiangsu Province, Jiangsu College of Nursing, Huai'an, China
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Wodelo W, Wampande EM, Andama A, Kateete DP, Ssekatawa K. Polymorphisms in Immune Genes and Their Association with Tuberculosis Susceptibility: An Analysis of the African Population. Appl Clin Genet 2024; 17:33-46. [PMID: 38567200 PMCID: PMC10986402 DOI: 10.2147/tacg.s457395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 03/25/2024] [Indexed: 04/04/2024] Open
Abstract
Tuberculosis remains a global health concern, with substantial mortality rates worldwide. Genetic factors play a significant role in influencing susceptibility to tuberculosis. This review examines the current progress in studying polymorphisms within immune genes associated with tuberculosis susceptibility, focusing on African populations. The roles of various proteins, including Toll-like receptors, Dendritic Cell-Specific Intercellular Adhesion Molecule-3 Grabbing Non-Integrin, vitamin D nuclear receptor, soluble C-type lectins such as surfactant proteins A and D, C-type Lectin Domain Family 4 Member E, and mannose-binding lectin, phagocyte cytokines such as Interleukin-1, Interleukin-6, Interleukin-10, Interleukin-12, and Interleukin-18, and chemokines such as Interleukin-8, monocyte chemoattractant protein 1, Regulated upon activation, normal T-cell expressed and secreted are explored in the context of tuberculosis susceptibility. We also address the potential impact of genetic variants on protein functions, as well as how these findings align with the genetic polymorphisms not associated with tuberculosis. Functional studies in model systems provide insights into the intricate host-pathogen interactions and susceptibility mechanisms. Despite progress, gaps in knowledge remain, highlighting the need for further investigations. This review emphasizes the association of Single Nucleotide Polymorphisms with diverse aspects of tuberculosis pathogenesis, including disease detection and Mycobacterium tuberculosis infection.
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Affiliation(s)
- Wycliff Wodelo
- Department of Immunology and Molecular Biology, School of Biomedical Science, College of Health Science, Makerere University, Kampala, Uganda
| | - Eddie M Wampande
- Department of Immunology and Molecular Biology, School of Biomedical Science, College of Health Science, Makerere University, Kampala, Uganda
- Department of Veterinary Medicine, School of Veterinary Medicine and Animal Resources, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Alfred Andama
- Department of Medical Microbiology, School of Medicine, College of Health Science, Makerere University, Kampala, Uganda
| | - David Patrick Kateete
- Department of Immunology and Molecular Biology, School of Biomedical Science, College of Health Science, Makerere University, Kampala, Uganda
| | - Kenneth Ssekatawa
- Department of Science, Technical and Vocational Education, Makerere University, Kampala, Uganda
- Africa Center Excellence in Materials Product Development and Nanotechnology (MAPRONANO ACE), Makerere University, Kampala, Uganda
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Weerakoon H, Mohamed A, Wong Y, Chen J, Senadheera B, Haigh O, Watkins TS, Kazakoff S, Mukhopadhyay P, Mulvenna J, Miles JJ, Hill MM, Lepletier A. Integrative temporal multi-omics reveals uncoupling of transcriptome and proteome during human T cell activation. NPJ Syst Biol Appl 2024; 10:21. [PMID: 38418561 PMCID: PMC10901835 DOI: 10.1038/s41540-024-00346-4] [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: 08/03/2023] [Accepted: 01/25/2024] [Indexed: 03/01/2024] Open
Abstract
Engagement of the T cell receptor (TCR) triggers molecular reprogramming leading to the acquisition of specialized effector functions by CD4 helper and CD8 cytotoxic T cells. While transcription factors, chemokines, and cytokines are known drivers in this process, the temporal proteomic and transcriptomic changes that regulate different stages of human primary T cell activation remain to be elucidated. Here, we report an integrative temporal proteomic and transcriptomic analysis of primary human CD4 and CD8 T cells following ex vivo stimulation with anti-CD3/CD28 beads, which revealed major transcriptome-proteome uncoupling. The early activation phase in both CD4 and CD8 T cells was associated with transient downregulation of the mRNA transcripts and protein of the central glucose transport GLUT1. In the proliferation phase, CD4 and CD8 T cells became transcriptionally more divergent while their proteome became more similar. In addition to the kinetics of proteome-transcriptome correlation, this study unveils selective transcriptional and translational metabolic reprogramming governing CD4 and CD8 T cell responses to TCR stimulation. This temporal transcriptome/proteome map of human T cell activation provides a reference map exploitable for future discovery of biomarkers and candidates targeting T cell responses.
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Affiliation(s)
- Harshi Weerakoon
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
- Faculty of Medicine and Allied Sciences, Rajarata University of Sri Lanka, Saliyapura, Sri Lanka
| | - Ahmed Mohamed
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Yide Wong
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, QLD, Australia
| | - Jinjin Chen
- Bioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
| | | | - Oscar Haigh
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Thomas S Watkins
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | | | - Jason Mulvenna
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - John J Miles
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Michelle M Hill
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Ailin Lepletier
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia.
- Institute for Glycomics, Griffith Univeristy, Gold Coast, QLD, Australia.
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Shi TM, Chen XF, Ti H. Ferroptosis-Based Therapeutic Strategies toward Precision Medicine for Cancer. J Med Chem 2024; 67:2238-2263. [PMID: 38306267 DOI: 10.1021/acs.jmedchem.3c01749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2024]
Abstract
Ferroptosis is a type of iron-dependent programmed cell death characterized by the dysregulation of iron metabolism and the accumulation of lipid peroxides. This nonapoptotic mode of cell death is implicated in various physiological and pathological processes. Recent findings have underscored its potential as an innovative strategy for cancer treatment, particularly against recalcitrant malignancies that are resistant to conventional therapies. This article focuses on ferroptosis-based therapeutic strategies for precision cancer treatment, covering the molecular mechanisms of ferroptosis, four major types of ferroptosis inducers and their inhibitory effects on diverse carcinomas, the detection of ferroptosis by fluorescent probes, and their implementation in image-guided therapy. These state-of-the-art tactics have manifested enhanced selectivity and efficacy against malignant carcinomas. Given that the administration of ferroptosis in cancer therapy is still at a burgeoning stage, some major challenges and future perspectives are discussed for the clinical translation of ferroptosis into precision cancer treatment.
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Affiliation(s)
- Tong-Mei Shi
- School of Chinese Materia Medica, Guangdong Pharmaceutical University, Guangzhou 510006, P. R. China
| | - Xiao-Fei Chen
- Guangdong Provincial Key Laboratory of Chemical Measurement and Emergency Test Technology, Institute of Analysis, Guangdong Academy of Sciences, China National Analytical Center, Guangzhou, Guangzhou 510070, P. R. China
| | - Huihui Ti
- School of Chinese Materia Medica, Guangdong Pharmaceutical University, Guangzhou 510006, P. R. China
- Guangdong Province Precise Medicine Big Data of Traditional Chinese Medicine Engineering Technology Research Center, Guangdong Pharmaceutical University, Guangzhou 510006, P. R. China
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Xuekai L, Yan S, Jian C, Yifei S, Xinyue W, Wenyuan Z, Shuwen H, Xi Y. Advances in reprogramming of energy metabolism in tumor T cells. Front Immunol 2024; 15:1347181. [PMID: 38415258 PMCID: PMC10897011 DOI: 10.3389/fimmu.2024.1347181] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 01/29/2024] [Indexed: 02/29/2024] Open
Abstract
Cancer is a leading cause of human death worldwide, and the modulation of the metabolic properties of T cells employed in cancer immunotherapy holds great promise for combating cancer. As a crucial factor, energy metabolism influences the activation, proliferation, and function of T cells, and thus metabolic reprogramming of T cells is a unique research perspective in cancer immunology. Special conditions within the tumor microenvironment and high-energy demands lead to alterations in the energy metabolism of T cells. In-depth research on the reprogramming of energy metabolism in T cells can reveal the mechanisms underlying tumor immune tolerance and provide important clues for the development of new tumor immunotherapy strategies as well. Therefore, the study of T cell energy metabolism has important clinical significance and potential applications. In the study, the current achievements in the reprogramming of T cell energy metabolism were reviewed. Then, the influencing factors associated with T cell energy metabolism were introduced. In addition, T cell energy metabolism in cancer immunotherapy was summarized, which highlighted its potential significance in enhancing T cell function and therapeutic outcomes. In summary, energy exhaustion of T cells leads to functional exhaustion, thus resulting in immune evasion by cancer cells. A better understanding of reprogramming of T cell energy metabolism may enable immunotherapy to combat cancer and holds promise for optimizing and enhancing existing therapeutic approaches.
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Affiliation(s)
- Liu Xuekai
- Department of Clinical Laboratory, Aerospace Center Hospital, Beijing, China
| | - Song Yan
- Department of Clinical Laboratory, Aerospace Center Hospital, Beijing, China
| | - Chu Jian
- Department of Medical Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
- Department of Gastroenterology, Fifth School of Clinical Medicine of Zhejiang Chinese Medical University (Huzhou Central Hospital), Huzhou, China
- Department of Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer, Huzhou, China
| | - Song Yifei
- Department of Medical Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
- Department of Gastroenterology, Fifth School of Clinical Medicine of Zhejiang Chinese Medical University (Huzhou Central Hospital), Huzhou, China
- Department of Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer, Huzhou, China
| | - Wu Xinyue
- Department of Medical Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
- Department of Gastroenterology, Fifth School of Clinical Medicine of Zhejiang Chinese Medical University (Huzhou Central Hospital), Huzhou, China
- Department of Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer, Huzhou, China
| | - Zhang Wenyuan
- Department of Gynecology, Heyuan Hospital of Traditional Chinese Medicine, Heyuan, China
| | - Han Shuwen
- Department of Medical Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
- Department of Gastroenterology, Fifth School of Clinical Medicine of Zhejiang Chinese Medical University (Huzhou Central Hospital), Huzhou, China
- Department of Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer, Huzhou, China
| | - Yang Xi
- Department of Medical Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
- Department of Gastroenterology, Fifth School of Clinical Medicine of Zhejiang Chinese Medical University (Huzhou Central Hospital), Huzhou, China
- Department of Key Laboratory of Multiomics Research and Clinical Transformation of Digestive Cancer, Huzhou, China
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40
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Peng R, Dong Y, Zheng M, Kang H, Wang P, Zhu M, Song K, Wu W, Li F. IL-17 promotes osteoclast-induced bone loss by regulating glutamine-dependent energy metabolism. Cell Death Dis 2024; 15:111. [PMID: 38316760 PMCID: PMC10844210 DOI: 10.1038/s41419-024-06475-2] [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: 09/09/2023] [Revised: 01/11/2024] [Accepted: 01/16/2024] [Indexed: 02/07/2024]
Abstract
Osteoclasts consume an amount of adenosine triphosphate (ATP) to perform their bone resorption function in the development of osteoporosis. However, the mechanism underlying osteoclast energy metabolism has not been fully elucidated. In addition to glucose, glutamine (Glu) is another major energy carrier to produce ATP. However, the role of Glu metabolism in osteoclasts and the related molecular mechanisms has been poorly elucidated. Here we show that Glu is required for osteoclast differentiation and function, and that Glu deprivation or pharmacological inhibition of Glu transporter ASCT2 by V9302 suppresses osteoclast differentiation and their bone resorptive function. In vivo treatment with V9302 improved OVX-induced bone loss. Mechanistically, RNA-seq combined with in vitro and in vivo experiments suggested that Glu mediates the role of IL-17 in promoting osteoclast differentiation and in regulating energy metabolism. In vivo IL-17 treatment exacerbated OVX-induced bone loss, and this effect requires the participation of Glu or its downstream metabolite α-KG. Taken together, this study revealed a previously unappreciated regulation of IL-17 on energy metabolism, and this regulation is Glu-dependent. Targeting the IL-17-Glu-energy metabolism axis may be a potential therapeutic strategy for the treatment of osteoporosis and other IL-17 related diseases.
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Affiliation(s)
- Renpeng Peng
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Yimin Dong
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Meng Zheng
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Honglei Kang
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Pengju Wang
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Meipeng Zhu
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Kehan Song
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China.
| | - Wei Wu
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China.
| | - Feng Li
- Department of Orthopedic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China.
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Cheng X, Wang Y, Gong G, Shen P, Li Z, Bian J. Design strategies and recent development of bioactive modulators for glutamine transporters. Drug Discov Today 2024; 29:103880. [PMID: 38216118 DOI: 10.1016/j.drudis.2024.103880] [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: 09/12/2023] [Revised: 12/25/2023] [Accepted: 01/08/2024] [Indexed: 01/14/2024]
Abstract
Glutamine transporters are integral to the metabolism of glutamine in both healthy tissues and cancerous cells, playing a pivotal role in maintaining amino acid balance, synthesizing biomolecules, and regulating redox equilibrium. Their critical functions in cellular metabolism make them promising targets for oncological therapies. Recent years have witnessed substantial progress in the field of glutamine transporters, marked by breakthroughs in understanding of their protein structures and the discovery of novel inhibitors, prodrugs, and radiotracers. This review provides a comprehensive update on the latest advancements in modulators targeting the glutamine transporter, with special attention given to LAT1 and ASCT2. It also discusses innovative approaches in drug design aimed at these transporters.
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Affiliation(s)
- Xinying Cheng
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yezhi Wang
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Guangyue Gong
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Pei Shen
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Zhiyu Li
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
| | - Jinlei Bian
- School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
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42
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Zhou R, Li L, Zhang Y, Liu Z, Wu J, Zeng D, Sun H, Liao W. Integrative analysis of co-expression pattern of solute carrier transporters reveals molecular subtypes associated with tumor microenvironment hallmarks and clinical outcomes in colon cancer. Heliyon 2024; 10:e22775. [PMID: 38163210 PMCID: PMC10754711 DOI: 10.1016/j.heliyon.2023.e22775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 11/09/2023] [Accepted: 11/19/2023] [Indexed: 01/03/2024] Open
Abstract
Recent findings have suggested that solute carrier (SLC) transporters play an important role in tumor development and progression, and alterations in the expression of individual SLC genes are critical for fulfilling the heightened metabolic requirements of cancerous cells. However, the global influence of the co-expression pattern of SLC transporters on the clinical stratification and characteristics of the tumor microenvironment (TME) remains unexplored. In this study, we identified five SLC gene subtypes based on transcriptome co-expression patterns of 187 SLC transporters by consensus clustering analysis. These subtypes, which were characterized by distinct TME and biological characteristics, were successfully employed for prognostic and chemotherapy response prediction in colon cancer patients, as well as demonstrated associations with immunotherapy benefits. Then, we generated an SLC score model comprising 113 genes to quantify SLC gene co-expression patterns and validated it as an independent prognostic factor and drug response predictor in several independent colon cancer cohorts. Patients with a high SLC score possessed distinct characteristics of copy number variation, genomic mutations, DNA methylation, and indicated an SLC-S2 subtype, which was characterized by strong stromal cell infiltration, stromal pathway activation, poor prognosis, and low predicted fluorouracil and immunotherapeutic responses. Furthermore, the analysis of the Cancer Therapeutics Response Portal database revealed that inhibitors targeting PI3K catalytic subunits could serve as promising chemosensitizing agents for individuals exhibiting high SLC scores. In conclusion, the co-expression patterns of SLC transporters aided the disease classification, and the SLC score proved to be a reliable tool for distinguishing SLC gene subtypes and guiding precise treatment in patients with colon cancer.
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Affiliation(s)
- Rui Zhou
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, PR China
| | - Lingbo Li
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
| | - Yue Zhang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
| | - Zhihong Liu
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, PR China
| | - Jianhua Wu
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, PR China
| | - Dongqiang Zeng
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, PR China
| | - Huiying Sun
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, PR China
| | - Wangjun Liao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, PR China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, PR China
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Chi W, Kang N, Sheng L, Liu S, Tao L, Cao X, Liu Y, Zhu C, Zhang Y, Wu B, Chen R, Cheng L, Wang J, Sun X, Liu X, Deng H, Yang J, Li Z, Liu W, Chen L. MCT1-governed pyruvate metabolism is essential for antibody class-switch recombination through H3K27 acetylation. Nat Commun 2024; 15:163. [PMID: 38167945 PMCID: PMC10762154 DOI: 10.1038/s41467-023-44540-0] [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: 07/24/2023] [Accepted: 12/18/2023] [Indexed: 01/05/2024] Open
Abstract
Monocarboxylate transporter 1 (MCT1) exhibits essential roles in cellular metabolism and energy supply. Although MCT1 is highly expressed in activated B cells, it is not clear how MCT1-governed monocarboxylates transportation is functionally coupled to antibody production during the glucose metabolism. Here, we report that B cell-lineage deficiency of MCT1 significantly influences the class-switch recombination (CSR), rendering impaired IgG antibody responses in Mct1f/fMb1Cre mice after immunization. Metabolic flux reveals that glucose metabolism is significantly reprogrammed from glycolysis to oxidative phosphorylation in Mct1-deficient B cells upon activation. Consistently, activation-induced cytidine deaminase (AID), is severely suppressed in Mct1-deficient B cells due to the decreased level of pyruvate metabolite. Mechanistically, MCT1 is required to maintain the optimal concentration of pyruvate to secure the sufficient acetylation of H3K27 for the elevated transcription of AID in activated B cells. Clinically, we found that MCT1 expression levels are significantly upregulated in systemic lupus erythematosus patients, and Mct1 deficiency can alleviate the symptoms of bm12-induced murine lupus model. Collectively, these results demonstrate that MCT1-mediated pyruvate metabolism is required for IgG antibody CSR through an epigenetic dependent AID transcription, revealing MCT1 as a potential target for vaccine development and SLE disease treatment.
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Affiliation(s)
- Wenna Chi
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
- Collaborative Innovation Center for Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, 610065, China
| | - Na Kang
- State Key Laboratory of Membrane Biology, School of Life Sciences, Institute for Immunology, China Ministry of Education Key Laboratory of Protein Sciences, Beijing Key Lab for Immunological Research on Chronic Diseases, Tsinghua University, Beijing, 100084, China
- Tsinghua-Peking Center for Life Sciences, Beijing, China
| | - Linlin Sheng
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Sichen Liu
- State Key Laboratory of Membrane Biology, School of Life Sciences, Institute for Immunology, China Ministry of Education Key Laboratory of Protein Sciences, Beijing Key Lab for Immunological Research on Chronic Diseases, Tsinghua University, Beijing, 100084, China
| | - Lei Tao
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
- Collaborative Innovation Center for Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, 610065, China
| | - Xizhi Cao
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Ye Liu
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Can Zhu
- State Key Laboratory of Membrane Biology, School of Life Sciences, Institute for Immunology, China Ministry of Education Key Laboratory of Protein Sciences, Beijing Key Lab for Immunological Research on Chronic Diseases, Tsinghua University, Beijing, 100084, China
| | - Yuming Zhang
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Bolong Wu
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Ruiqun Chen
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Lili Cheng
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China
| | - Jing Wang
- State Key Laboratory of Membrane Biology, School of Life Sciences, Institute for Immunology, China Ministry of Education Key Laboratory of Protein Sciences, Beijing Key Lab for Immunological Research on Chronic Diseases, Tsinghua University, Beijing, 100084, China
| | - Xiaolin Sun
- Department of Rheumatology and Immunology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory for Rheumatism Mechanism and Immune Diagnosis (BZ0135), Beijing, 100044, China
| | - Xiaohui Liu
- National Center for Protein Science, School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Haiteng Deng
- National Center for Protein Science, School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Jinliang Yang
- Collaborative Innovation Center for Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, 610065, China
| | - Zhanguo Li
- Tsinghua-Peking Center for Life Sciences, Beijing, China
- Department of Rheumatology and Immunology, Peking University People's Hospital, Beijing, 100044, China
- Beijing Key Laboratory for Rheumatism Mechanism and Immune Diagnosis (BZ0135), Beijing, 100044, China
| | - Wanli Liu
- State Key Laboratory of Membrane Biology, School of Life Sciences, Institute for Immunology, China Ministry of Education Key Laboratory of Protein Sciences, Beijing Key Lab for Immunological Research on Chronic Diseases, Tsinghua University, Beijing, 100084, China.
- Tsinghua-Peking Center for Life Sciences, Beijing, China.
| | - Ligong Chen
- School of Pharmaceutical Sciences, Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, 100084, China.
- Collaborative Innovation Center for Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, 610065, China.
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Gao R, Zhou D, Qiu X, Zhang J, Luo D, Yang X, Qian C, Liu Z. Cancer Therapeutic Potential and Prognostic Value of the SLC25 Mitochondrial Carrier Family: A Review. Cancer Control 2024; 31:10732748241287905. [PMID: 39313442 PMCID: PMC11439189 DOI: 10.1177/10732748241287905] [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: 05/23/2024] [Revised: 08/29/2024] [Accepted: 09/10/2024] [Indexed: 09/25/2024] Open
Abstract
Transporters of the solute carrier family 25 (SLC25) regulate the intracellular distribution and concentration of nucleotides, amino acids, dicarboxylates, and vitamins within the mitochondrial and cytoplasmic matrices. This mechanism involves changes in mitochondrial function, regulation of cellular metabolism, and the ability to provide energy. In this review, important members of the SLC25 family and their pathways affecting tumorigenesis and progression are elucidated, highlighting the diversity and complexity of these pathways. Furthermore, the significant potential of the members of SLC25 as both cancer therapeutic targets and biomarkers will be emphasized.
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Affiliation(s)
- Renzhuo Gao
- School of Queen Mary, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Dan Zhou
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Xingpeng Qiu
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Jiayi Zhang
- School of Queen Mary, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Daya Luo
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Xiaohong Yang
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Caiyun Qian
- Department of Blood Transfusion, Key Laboratory of Jiangxi Province for Transfusion Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Zhuoqi Liu
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, China
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Malinowski D, Piotrowska K, Droździk M, Pawlik A. Solute Carrier Transporters in Synovial Membrane and Hoffa's Pad of Patients with Rheumatoid Arthritis. Arch Immunol Ther Exp (Warsz) 2024; 72:aite-2024-0014. [PMID: 38932672 DOI: 10.2478/aite-2024-0014] [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: 03/05/2024] [Accepted: 05/13/2024] [Indexed: 06/28/2024]
Abstract
Rheumatoid arthritis (RA) is a complex autoimmune disease that leads to joint destruction. A number of immune cells that affect joint tissues are involved in the pathogenesis of this disease. This leads to the synthesis of many pro-inflammatory mediators. The transport of drugs, as well as many cytokines involved in the development of inflammation in RA patients, is mediated by membrane transporters. Membrane transporters are proteins that mediate the transfer of substrates across biological membranes. But to date there are no studies examining the expression of solute carrier (SLC) transporters in joint tissues. The aim of the study was to evaluate the expression of individual SLC family transporters in the synovial membranes (SMs) and infrapatellar fat pad (Hoffa's pad) of RA patients. The study included 20 patients with rheumatoid arthritis and 20 with osteoarthritis as the control group who were undergoing joint replacement surgery as a normal part of clinical care. In the SM and Hoffa's pad of RA patients the following 17 membrane transporters were defined at relevant expression levels for SLC transporter superfamily: SLC15A2, SLC16A3, SLC19A1, SLC2A9, SLC22A1, SLC22A3, SLC22A4, SLC22A5, SLC22A18, SLC33A1, SLC47A1, SLC51A, SLC7A5, SLC7A6, SLC01C1, SLC02B1, SLC04A1. The confirmed expression of these transporters in the SMs as well as Hoffa's pad of patients with RA and OA, and the differences in their expression between these groups, suggests the involvement of SLC transporters in both the maintenance of homeostasis under physiological conditions in the tissues of the joints, as well as in the inflammatory process in RA.
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Affiliation(s)
- Damian Malinowski
- Department of Pharmacokinetics and Therapeutic Drug Monitoring, Pomeranian Medical University, Szczecin, Poland
| | | | - Marek Droździk
- Department of Experimental and Clinical Pharmacology, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Pawlik
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
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El Hindi K, Brachtendorf S, Hartel JC, Renné C, Birod K, Schilling K, Labocha S, Thomas D, Ferreirós N, Hahnefeld L, Dorochow E, Del Turco D, Deller T, Scholich K, Fuhrmann DC, Weigert A, Brüne B, Geisslinger G, Wittig I, Link KH, Grösch S. Hypoxia induced deregulation of sphingolipids in colon cancer is a prognostic marker for patient outcome. Biochim Biophys Acta Mol Basis Dis 2024; 1870:166906. [PMID: 37802156 DOI: 10.1016/j.bbadis.2023.166906] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/26/2023] [Accepted: 09/27/2023] [Indexed: 10/08/2023]
Abstract
Sphingolipids are important for the physicochemical properties of cellular membranes and deregulated in tumors. In human colon cancer tissue ceramide synthase (CerS) 4 and CerS5 are reduced which correlates with a reduced survival probability of late-stage colon cancer patients. Both enzymes are reduced after hypoxia in advanced colorectal cancer (CRC) cells (HCT-116, SW620) but not in non-metastatic CRC cells (SW480, Caco-2). Downregulation of CerS4 or CerS5 in advanced CRC cells enhanced tumor formation in nude mice and organoid growth in vitro. This was accompanied by an enhanced proliferation rate and metabolic changes leading to a shift towards the Warburg effect. In contrast, CerS4 or CerS5 depletion in Caco-2 cells reduced tumor growth in vivo. Lipidomic and proteomic analysis of membrane fractions revealed significant changes in tumor-promoting cellular pathways and cellular transporters. This study identifies CerS4 and CerS5 as prognostic markers for advanced colon cancer patients and provides a comprehensive overview about the associated cellular metabolic changes. We propose that the expression level of CerS4 and CerS5 in colon tumors could serve as a basis for decision-making for personalized treatment of advanced colon cancer patients. Trial registration: The study was accredited by the study board of the Deutsche Krebsgesellschaft (Registration No: St-D203, 2017/06/30, retrospectively registered).
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Affiliation(s)
- Khadija El Hindi
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Sebastian Brachtendorf
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Jennifer C Hartel
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany; Goethe-University Frankfurt, Department of Life Sciences, 60590 Frankfurt, Germany
| | - Christoph Renné
- Institute of Pathology and Cytology, Group Practice Wiesbaden, Germany
| | - Kerstin Birod
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Karin Schilling
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Sandra Labocha
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Dominique Thomas
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany; Fraunhofer Cluster of Excellence for Immune-Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Nerea Ferreirós
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Lisa Hahnefeld
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany; Fraunhofer Cluster of Excellence for Immune-Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Erika Dorochow
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany
| | - Domenico Del Turco
- Goethe-University Frankfurt, Institute of Clinical Neuroanatomy, Dr. Senckenberg Anatomy, Faculty of Medicine, Theodor Stern Kai 7, 60596 Frankfurt am Main, Germany
| | - Thomas Deller
- Goethe-University Frankfurt, Institute of Clinical Neuroanatomy, Dr. Senckenberg Anatomy, Faculty of Medicine, Theodor Stern Kai 7, 60596 Frankfurt am Main, Germany
| | - Klaus Scholich
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Dominik C Fuhrmann
- Goethe-University Frankfurt, Institute of Biochemistry I, Faculty of Medicine, Theodor-Stern-Kai 7, 60596 Frankfurt, Germany
| | - Andreas Weigert
- Goethe-University Frankfurt, Institute of Biochemistry I, Faculty of Medicine, Theodor-Stern-Kai 7, 60596 Frankfurt, Germany
| | - Bernhard Brüne
- Goethe-University Frankfurt, Institute of Biochemistry I, Faculty of Medicine, Theodor-Stern-Kai 7, 60596 Frankfurt, Germany
| | - Gerd Geisslinger
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany; Fraunhofer Cluster of Excellence for Immune-Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Ilka Wittig
- Goethe-University Frankfurt, Functional Proteomics, Institute of Cardiovascular Physiology, Faculty of Medicine, Frankfurt am Main, Germany
| | - Karl-Heinrich Link
- Asklepios Tumor Center (ATC) and Surgical Center, Asklepios Paulinen Klinik, Wiesbaden 65197, Germany
| | - Sabine Grösch
- Goethe-University Frankfurt, Institute of Clinical Pharmacology, Faculty of Medicine, Theodor Stern Kai 7, 60590 Frankfurt, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany.
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Zhang Y, Liu Z, Li L, Zeng D, Sun H, Wu J, Zhou R, Liao W. Co-expression pattern of SLC transporter genes associated with the immune landscape and clinical outcomes in gastric cancer. J Cell Mol Med 2023; 27:4181-4194. [PMID: 37909856 PMCID: PMC10746955 DOI: 10.1111/jcmm.18003] [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: 05/30/2023] [Revised: 09/27/2023] [Accepted: 10/09/2023] [Indexed: 11/03/2023] Open
Abstract
Solute carrier (SLC) transporters play a dual role in the occurrence and progression of tumours by acting as both suppressors and promoters. However, the overall impact of SLC transcriptome signatures on the tumour microenvironment, biological behaviour and clinical stratification of gastric cancer has not been thoroughly investigated. Therefore, we comprehensively analysed the expression profiles of the SLC transporter family members to identify novel molecular subtypes in gastric cancer. We identified two distinct SLC subtypes, SLC-S1 and SLC-S2, using non-negative matrix factorization. These subtypes were markedly linked with the tumour microenvironment landscape, biological pathway activation and distinct clinical features of gastric cancer. Furthermore, a new scoring model, the SLC score, was developed to quantify the SLC subtypes. High SLC scores indicated a pattern of 'SLC-S2', characterized by stromal infiltration and activation, poor prognosis and insensitivity to chemotherapy and immunotherapy, but high sensitivity to imatinib. The SLC score could serve as a supplement to the Tumour Node Metastasis (TNM) staging system to guide personalized treatment strategies and predict prognosis for patients with gastric cancer.
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Affiliation(s)
- Yue Zhang
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Zhihong Liu
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Lingbo Li
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Dongqiang Zeng
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Huiying Sun
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Jianhua Wu
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Rui Zhou
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
| | - Wangjun Liao
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouChina
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Chen H, Guo Z, Sun Y, Dai X. The immunometabolic reprogramming of microglia in Alzheimer's disease. Neurochem Int 2023; 171:105614. [PMID: 37748710 DOI: 10.1016/j.neuint.2023.105614] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/08/2023] [Accepted: 09/14/2023] [Indexed: 09/27/2023]
Abstract
Alzheimer's disease (AD) is an age-related neurodegenerative disorder (NDD). In the central nervous system (CNS), immune cells like microglia could reprogram intracellular metabolism to alter or exert cellular immune functions in response to environmental stimuli. In AD, microglia could be activated and differentiated into pro-inflammatory or anti-inflammatory phenotypes, and these differences in cellular phenotypes resulted in variance in cellular energy metabolism. Considering the enormous energy requirement of microglia for immune functions, the changes in mitochondria-centered energy metabolism and substrates of microglia are crucial for the cellular regulation of immune responses. Here we reviewed the mechanisms of microglial metabolic reprogramming by analyzing their flexible metabolic patterns and changes that occurred in their metabolism during the development of AD. Further, we summarized the role of drugs in modulating immunometabolic reprogramming to prevent neuroinflammation, which may shed light on a new research direction for AD treatment.
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Affiliation(s)
- Hongli Chen
- Beijing Key Laboratory of Bioactive Substances and Functional Food, College of Biochemical Engineering, Beijing Union University, Beijing, 100023, China
| | - Zichen Guo
- Beijing Key Laboratory of Bioactive Substances and Functional Food, College of Biochemical Engineering, Beijing Union University, Beijing, 100023, China
| | - Yaxuan Sun
- Beijing Key Laboratory of Bioactive Substances and Functional Food, College of Biochemical Engineering, Beijing Union University, Beijing, 100023, China
| | - Xueling Dai
- Beijing Key Laboratory of Bioactive Substances and Functional Food, College of Biochemical Engineering, Beijing Union University, Beijing, 100023, China.
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Rodrigues Junior CF, Murata GM, Gerlinger-Romero F, Nachbar RT, Marzuca-Nassr GN, Gorjão R, Vitzel KF, Hirabara SM, Pithon-Curi TC, Curi R. Changes in Skeletal Muscle Protein Metabolism Signaling Induced by Glutamine Supplementation and Exercise. Nutrients 2023; 15:4711. [PMID: 38004105 PMCID: PMC10674901 DOI: 10.3390/nu15224711] [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: 08/23/2023] [Revised: 10/30/2023] [Accepted: 11/01/2023] [Indexed: 11/26/2023] Open
Abstract
AIM To evaluate the effects of resistance exercise training (RET) and/or glutamine supplementation (GS) on signaling protein synthesis in adult rat skeletal muscles. METHODS The following groups were studied: (1) control, no exercise (C); (2) exercise, hypertrophy resistance exercise training protocol (T); (3) no exercise, supplemented with glutamine (G); and (4) exercise and supplemented with glutamine (GT). The rats performed hypertrophic training, climbing a vertical ladder with a height of 1.1 m at an 80° incline relative to the horizontal with extra weights tied to their tails. The RET was performed three days a week for five weeks. Each training session consisted of six ladder climbs. The extra weight load was progressively increased for each animal during each training session. The G groups received daily L-glutamine by gavage (one g per kilogram of body weight per day) for five weeks. The C group received the same volume of water during the same period. The rats were euthanized, and the extensor digitorum longus (EDL) muscles from both hind limbs were removed and immediately weighed. Glutamine and glutamate concentrations were measured, and histological, signaling protein contents, and mRNA expression analyses were performed. RESULTS Supplementation with free L-glutamine increased the glutamine concentration in the EDL muscle in the C group. The glutamate concentration was augmented in the EDL muscles from T rats. The EDL muscle mass did not change, but a significant rise was reported in the cross-sectional area (CSA) of the fibers in the three experimental groups. The levels of the phosphorylated proteins (pAkt/Akt, pp70S6K/p70S6K, p4E-BP1/4E-BP1, and pS6/S6 ratios) were significantly increased in EDL muscles of G rats, and the activation of p4E-BP1 was present in T rats. The fiber CSAs of the EDL muscles in T, G, and GT rats were increased compared to the C group. These changes were accompanied by a reduction in the 26 proteasome activity of EDL muscles from T rats. CONCLUSION Five weeks of GS and/or RET induced muscle hypertrophy, as indicated by the increased CSAs of the EDL muscle fibers. The increase in CSA was mediated via the upregulated phosphorylation of Akt, 4E-BP1, p70S6k, and S6 in G animals and 4E-BP1 in T animals. In the EDL muscles from T animals, a decrease in proteasome activity, favoring a further increase in the CSA of the muscle fibers, was reported.
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Affiliation(s)
- Carlos Flores Rodrigues Junior
- Department of Physiology and Biophysics, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-220, Brazil; (C.F.R.J.); (T.C.P.-C.); (R.C.)
| | - Gilson Masahiro Murata
- Divisions of Nephrology and Molecular Medicine, LIM-29, Department of Medicine, University of São Paulo, São Paulo 05508-220, Brazil;
| | | | - Renato Tadeu Nachbar
- Department of Physiology and Biophysics, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-220, Brazil; (C.F.R.J.); (T.C.P.-C.); (R.C.)
| | - Gabriel Nasri Marzuca-Nassr
- Departamento de Ciencias de la Rehabilitación, Facultad de Medicina, Universidad de La Frontera, Temuco 4811230, Chile;
- Interuniversity Center for Healthy Aging (Code RED21993), Talca 3460000, Chile
| | - Renata Gorjão
- Interdisciplinary Post-graduate Program in Health Sciences, Universidade Cruzeiro do Sul, São Paulo 01506-000, Brazil;
| | - Kaio Fernando Vitzel
- School of Health Sciences, Massey University (University of New Zealand), Auckland 0745, New Zealand;
| | - Sandro Massao Hirabara
- Interdisciplinary Post-graduate Program in Health Sciences, Universidade Cruzeiro do Sul, São Paulo 01506-000, Brazil;
| | - Tania Cristina Pithon-Curi
- Department of Physiology and Biophysics, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-220, Brazil; (C.F.R.J.); (T.C.P.-C.); (R.C.)
- Interdisciplinary Post-graduate Program in Health Sciences, Universidade Cruzeiro do Sul, São Paulo 01506-000, Brazil;
| | - Rui Curi
- Department of Physiology and Biophysics, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-220, Brazil; (C.F.R.J.); (T.C.P.-C.); (R.C.)
- Interdisciplinary Post-graduate Program in Health Sciences, Universidade Cruzeiro do Sul, São Paulo 01506-000, Brazil;
- Butantan Institute, São Paulo 05585-000, Brazil
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50
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Alam S, Doherty E, Ortega-Prieto P, Arizanova J, Fets L. Membrane transporters in cell physiology, cancer metabolism and drug response. Dis Model Mech 2023; 16:dmm050404. [PMID: 38037877 PMCID: PMC10695176 DOI: 10.1242/dmm.050404] [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] [Indexed: 12/02/2023] Open
Abstract
By controlling the passage of small molecules across lipid bilayers, membrane transporters influence not only the uptake and efflux of nutrients, but also the metabolic state of the cell. With more than 450 members, the Solute Carriers (SLCs) are the largest transporter super-family, clustering into families with different substrate specificities and regulatory properties. Cells of different types are, therefore, able to tailor their transporter expression signatures depending on their metabolic requirements, and the physiological importance of these proteins is illustrated by their mis-regulation in a number of disease states. In cancer, transporter expression is heterogeneous, and the SLC family has been shown to facilitate the accumulation of biomass, influence redox homeostasis, and also mediate metabolic crosstalk with other cell types within the tumour microenvironment. This Review explores the roles of membrane transporters in physiological and malignant settings, and how these roles can affect drug response, through either indirect modulation of sensitivity or the direct transport of small-molecule therapeutic compounds into cells.
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Affiliation(s)
- Sara Alam
- Drug Transport and Tumour Metabolism Lab, MRC Laboratory of Medical Sciences, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Emily Doherty
- Drug Transport and Tumour Metabolism Lab, MRC Laboratory of Medical Sciences, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Paula Ortega-Prieto
- Drug Transport and Tumour Metabolism Lab, MRC Laboratory of Medical Sciences, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Julia Arizanova
- Drug Transport and Tumour Metabolism Lab, MRC Laboratory of Medical Sciences, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Louise Fets
- Drug Transport and Tumour Metabolism Lab, MRC Laboratory of Medical Sciences, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
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