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Nath A, Kumar CJ, Kalita SK, Singh TP, Dhir R. HybridGWOSPEA2ABC: a novel feature selection algorithm for gene expression data analysis and cancer classification. Comput Methods Biomech Biomed Engin 2025:1-22. [PMID: 40285642 DOI: 10.1080/10255842.2025.2495248] [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: 04/30/2024] [Revised: 02/25/2025] [Accepted: 04/13/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND AND OBJECTIVE DNA micro-array technology has a remarkable impact on biological research, particularly in categorizing and diagnosing cancer and studying gene features and functions. With the availability of extensive collections of cancer-related data, there has been an increased focus on developing optimized Machine Learning (ML) techniques for cancer classification through gene pattern analysis and the identification of specific genes for cancer type categorization. The relevant gene selection for diagnosing and treating cancer poses a significant challenge, which requires efficient feature selection methods. METHODS This study introduces a novel hybrid algorithm, for gene selection, integrating the Grey Wolf Optimizer (GWO), Strength Pareto Evolutionary Algorithm 2 (SPEA2), and Artificial Bee Colony (ABC). This combination uses intelligence and evolutionary computation to enhance solution diversity, convergence efficiency, and exploration and exploitation capabilities in high-dimensional gene expression data. The algorithm was compared with five bio-inspired algorithms using five different classifiers on various cancer datasets to validate its effectiveness in feature selection. RESULTS The HybridGWOSPEA2ABC algorithm demonstrated superior performance in identifying relevant cancer biomarkers compared to the conventional bio-inspired algorithms. Comparison with the benchmark algorithms has shown the hybrid approach's enhanced capability in addressing the challenges of high-dimensional data and advancing the gene selection problem for cancer classification. CONCLUSION The novel hybridization algorithm enhances performance by maintaining solution diversity, efficiently converging to optimal solutions, and improving the exploration and exploitation of the search space. This study provides a better understanding of relevant genes for cancer classification and promotes effective methodologies for disease detection and classification.
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Affiliation(s)
- Ashimjyoti Nath
- Department of Computer Science and Information Technology, Cotton University, Guwahati, Assam, India
| | - Chandan Jyoti Kumar
- Department of Computer Science and Information Technology, Cotton University, Guwahati, Assam, India
| | - Sanjib Kr Kalita
- Department of Computer Science, Gauhati University, Guwahati, Assam, India
| | - Thipendra Pal Singh
- Department of Computer Science Engineering and Technology, Bennett University, Greater Noida, India
| | - Renu Dhir
- Department of Computer Science and Engineering, NIT Jalandhar, Jalandhar, Punjab, India
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Zhang X, Li Z, Wang T. Etomidate suppresses proliferation, migration, invasion, and glycolysis in esophageal cancer cells via PI3K/AKT pathway inhibition. Cytotechnology 2025; 77:4. [PMID: 39583284 PMCID: PMC11579264 DOI: 10.1007/s10616-024-00661-y] [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: 07/02/2024] [Accepted: 10/26/2024] [Indexed: 11/26/2024] Open
Abstract
Esophageal cancer remains a formidable challenge in oncology, characterized by its poor prognosis and limited therapeutic options. Recent investigations have unveiled the potential of repurposing existing drugs for cancer treatment. Notably, etomidate, an anesthetic agent traditionally used for inducing general anesthesia, has emerged as a promising candidate demonstrating significant anticancer properties across various tumor types. The present study aims to investigate the effects of etomidate on esophageal carcinoma cells, with a specific focus on its ability to modulate the PI3K/AKT signaling pathway and inhibit tumor proliferation. This study employed both in vitro and in vivo methodologies to assess the effects of etomidate on esophageal cancer cells. In vitro experiments evaluated the effects of etomidate on cell proliferation, migration, invasion, and glycolytic processes. An in vivo xenograft mouse model was established to investigate the therapeutic potential of etomidate on tumor growth and assess its impact on the PI3K/AKT signaling pathway in a physiologically relevant context. Etomidate demonstrated a significant inhibitory effect on the proliferation, migration, invasion, and glycolytic capacity of esophageal cancer cells. This multifaceted suppression of tumorigenic properties was closely associated with the inhibition of the PI3K/AKT pathway, as evidenced by reduced phosphorylation levels of PI3K and AKT. In vivo studies using a murine model of esophageal cancer corroborated these findings. Etomidate administration resulted in a substantial reduction in tumor volume and mass, accompanied by increased apoptotic activity and the inhibition of the PI3K/AKT pathway within the tumor tissue. This study demonstrates etomidate's potent inhibition of esophageal cancer progression through suppression of the PI3K/AKT pathway. These promising results warrant further clinical investigation of etomidate as a potential therapeutic strategy for esophageal cancer. Supplementary Information The online version contains supplementary material available at 10.1007/s10616-024-00661-y.
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Affiliation(s)
- Xiangchao Zhang
- Department of Anesthesiology, Shenyang Chest Hospital, No. 11 Beihai Street, Dadong District, Shenyang City, 110044 Liaoning China
| | - Zhengjun Li
- Department of Thoracic Surgery, Shenyang Chest Hospital, No. 11 Beihai Street, Dadong District, Shenyang City, 110044 Liaoning China
| | - Tao Wang
- Department of Anesthesiology, Shenyang Chest Hospital, No. 11 Beihai Street, Dadong District, Shenyang City, 110044 Liaoning China
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Fujiwara-Tani R, Nakashima C, Ohmori H, Fujii K, Luo Y, Sasaki T, Ogata R, Kuniyasu H. Significance of Malic Enzyme 1 in Cancer: A Review. Curr Issues Mol Biol 2025; 47:83. [PMID: 39996805 PMCID: PMC11854147 DOI: 10.3390/cimb47020083] [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: 01/02/2025] [Revised: 01/25/2025] [Accepted: 01/28/2025] [Indexed: 02/26/2025] Open
Abstract
Malic enzyme 1 (ME1) plays a key role in promoting malignant phenotypes in various types of cancer. ME1 promotes epithelial-mesenchymal transition (EMT) and enhances stemness via glutaminolysis, energy metabolism reprogramming from oxidative phosphorylation to glycolysis. As a result, ME1 promotes the malignant phenotypes of cancer cells and poor patient prognosis. In particular, ME1 expression is promoted in hypoxic environments associated with hypoxia-inducible factor (HIF1) α. ME1 is overexpressed in budding cells at the cancer invasive front, promoting cancer invasion and metastasis. ME1 also generates nicotinamide adenine dinucleotide (NADPH), which, together with glucose-6-phosphate dehydrogenase (G6PD) and isocitrate dehydrogenase (IDH1), expands the NADPH pool, maintaining the redox balance in cancer cells, suppressing cell death by neutralizing mitochondrial reactive oxygen species (ROS), and promoting stemness. This review summarizes the latest research insights into the mechanisms by which ME1 contributes to cancer progression. Because ME1 is involved in various aspects of cancer and promotes many of its malignant phenotypes, it is expected that ME1 will become a novel drug target in the near future.
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Affiliation(s)
- Rina Fujiwara-Tani
- Department of Molecular Pathology, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara 634-8521, Japan; (C.N.); (H.O.); (K.F.); (Y.L.); (T.S.); (R.O.)
| | | | | | | | | | | | | | - Hiroki Kuniyasu
- Department of Molecular Pathology, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara 634-8521, Japan; (C.N.); (H.O.); (K.F.); (Y.L.); (T.S.); (R.O.)
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Singer D, Bekeschus S. Transcriptional Pathways Predisposing to Cancer Oxidative Stress Sensitivity and Resistance Are Shared Between Hydrogen Peroxide and Cold Gas Plasma but Not Hypochlorous Acid. Cancers (Basel) 2025; 17:319. [PMID: 39858101 PMCID: PMC11763744 DOI: 10.3390/cancers17020319] [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: 12/18/2024] [Revised: 01/14/2025] [Accepted: 01/18/2025] [Indexed: 01/27/2025] Open
Abstract
Oxidative stress is universal to all cell types, including cancer. It is elicited by a surplus of reactive oxygen species (ROS) or a reduced cellular ability to defend against those. At low levels (oxidative eustress), this induces altered cellular signaling, while at higher levels (oxidative distress), cellular toxicity and non-specific redox signaling become apparent. While oxidation-induced cell death is a hallmark of many cancer therapies, including ROS-producing radiotherapy, some chemotherapies and targeted therapies, photodynamic therapy, and recently emerging physical modalities such as medical gas plasma (a multi-ROS generating technology), less is known about the transcriptional profiles predisposing cancer cells to oxidative demise. In particular, which genes are associated with resistance or sensitivity to ROS overload and subsequent toxicity has not been systematically investigated. Moreover, it is unclear if there are differences between oxidant types, such as hydrogen peroxide and hypochlorous acid. To this end, we here employed 35 cell lines of various origins (e.g., adenocarcinoma, melanoma, leukemia, squamous cell carcinoma, and neuroblastoma). We first performed in-house transcriptomic analysis to assess baseline transcriptional profiles. Second, all cell lines were exposed to four different ROS concentrations of either hydrogen peroxide, hypochlorous, or gas plasma exposure. Third, correlation analysis was performed to identify genes associated with (i) oxidative stress sensitivity, (ii) oxidative stress resistance, and (iii) similarities and/or differences between the different oxidative stress inducers. Intriguingly, distinct gene sets were found for all treatments, and there was a striking difference between hydrogen peroxide and hypochlorous acid, suggesting different modes of action of both oxidants.
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Affiliation(s)
- Debora Singer
- Department of Dermatology and Venerology, Rostock University Medical Center, Strempelstr. 13, 18057 Rostock, Germany
- ZIK plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Felix-Hausdorff-Str. 2, 17489 Greifswald, Germany
| | - Sander Bekeschus
- Department of Dermatology and Venerology, Rostock University Medical Center, Strempelstr. 13, 18057 Rostock, Germany
- ZIK plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Felix-Hausdorff-Str. 2, 17489 Greifswald, Germany
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Zhang C, Li W, Wu F, Lu Z, Zeng P, Luo Z, Cao Y, Wen F, Li J, Chen X, Wang F. High expression of malic enzyme 1 predicts adverse prognosis in patients with cytogenetically normal acute myeloid leukaemia and promotes leukaemogenesis through the IL-6/JAK2/STAT3 pathways. Ther Adv Hematol 2024; 15:20406207241301948. [PMID: 39610460 PMCID: PMC11603458 DOI: 10.1177/20406207241301948] [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: 06/16/2024] [Accepted: 11/05/2024] [Indexed: 11/30/2024] Open
Abstract
Background Progress in improving risk stratification methods for patients with cytogenetically normal acute myeloid leukaemia (CN-AML) remains limited. This study investigates the prognostic significance and potential functional mechanism of malic enzyme 1 (ME1) in CN-AML. Methods Gene expression and clinical data of patients with CN-AML were obtained from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets, which were subjected to analysis. The prognostic significance of ME1 was assessed through Kaplan-Meier survival analysis, as well as univariate and multivariate Cox regression analyses. A novel risk model based on ME1 expression levels was developed using TCGA data for predicting CN-AML prognosis. Furthermore, the impact of ME1 silencing on AML cell lines was investigated using the Cell Counting Kit-8 assay and flow cytometry. Gene set enrichment analysis (GSEA) analysis and Western blotting were performed to explore the mechanism of ME1 in CN-AML. Results CN-AML patients expressing higher ME1 levels exhibited shorter event-free survival (EFS) and overall survival (OS) compared to those with lower ME1 expression in the TCGA and multiple GEO datasets (all p < 0.05). Univariate and multivariate Cox regression analyses indicated that ME1 expression served as an independent prognostic factor for the EFS (p = 0.024 in TCGA, p = 0.035 in GSE6891) and OS (p = 0.039 in TCGA, p = 0.008 in GSE6891) in patients with CN-AML. The developed risk model demonstrated that patients with CN-AML in the high-risk group had worse survival than those in the low-risk group (hazard ratio: 2.67, 95% confidence interval: 1.54-4.65, p < 0.001) and exhibited strong predictive accuracy for 1-, 3- and 5-year OS (area under the curve = 0.69, 0.75, 0.79, respectively). ME1 knockdown significantly inhibited proliferation and increased apoptosis in AML cells (all p < 0.05). GSEA and Western blotting demonstrated that ME1 regulates the IL-6/JAK2/STAT3 pathway in CN-AML. Conclusion Elevated ME1 expression serves as an indicator of poorer prognosis in patients with CN-AML, potentially facilitating leukaemogenesis through the IL-6/JAK2/STAT3 pathway. This suggests that ME1 could be a promising prognostic biomarker and therapeutic target for CN-AML.
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Affiliation(s)
- Chang Zhang
- Department of Hematology and Critical Care Medicine, the Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wenlu Li
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Fei Wu
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Zhongwei Lu
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Piaorong Zeng
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Zeyu Luo
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Yixiong Cao
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Feng Wen
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Junjun Li
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Xi Chen
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Chuanshan Road No.69, Hunan 421001, China
| | - Fujue Wang
- Department of Hematology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Chuanshan Road No.69, Hunan 421001, China
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
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Vicente-Muñoz S, Davis JC, Lane A, Lane AN, Waltz SE, Wells SI. Lipid profiling of RON and DEK-dependent signaling in breast cancer guides discovery of gene networks predictive of poor outcomes. Front Oncol 2024; 14:1382986. [PMID: 39351361 PMCID: PMC11440356 DOI: 10.3389/fonc.2024.1382986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 07/30/2024] [Indexed: 10/04/2024] Open
Abstract
Recurrent and metastatic breast cancer is frequently treatment resistant. A wealth of evidence suggests that reprogrammed lipid metabolism supports cancer recurrence. Overexpression of the RON and DEK oncoproteins in breast cancer is associated with poor outcome. Both proteins promote cancer metastasis in laboratory models, but their influence on lipid metabolite levels remain unknown. To measure RON- and DEK-dependent steady-state lipid metabolite levels, a nuclear magnetic resonance (NMR)-based approach was utilized. The observed differences identified a lipid metabolism-related gene expression signature that is prognostic of overall survival (OS), distant metastasis-free survival (DMFS), post-progression survival (PPS), and recurrence-free survival (RFS) in patients with breast cancer. RON loss led to decreased cholesterol and sphingomyelin levels, whereas DEK loss increased total fatty acid levels and decreased free glycerol levels. Lipid-related genes were then queried to define a signature that predicts poor outcomes for patients with breast cancer patients. Taken together, RON and DEK differentially regulate lipid metabolism in a manner that predicts and may promote breast cancer metastasis and recurrence.
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Affiliation(s)
- Sara Vicente-Muñoz
- Translational Metabolomics Facility, Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - James C. Davis
- Department of Cancer Biology, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
| | - Adam Lane
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Andrew N. Lane
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY, United States
| | - Susan E. Waltz
- Department of Cancer Biology, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
- Research Service, Cincinnati Veterans Affairs Medical Center, Cincinnati, OH, United States
| | - Susanne I. Wells
- Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
- Division of Oncology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
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Wang H, Cui W, Yue S, Zhu X, Li X, He L, Zhang M, Yang Y, Wei M, Wu H, Wang S. Malic enzymes in cancer: Regulatory mechanisms, functions, and therapeutic implications. Redox Biol 2024; 75:103273. [PMID: 39142180 PMCID: PMC11367648 DOI: 10.1016/j.redox.2024.103273] [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: 03/28/2024] [Revised: 05/21/2024] [Accepted: 07/17/2024] [Indexed: 08/16/2024] Open
Abstract
Malic enzymes (MEs) are metabolic enzymes that catalyze the oxidation of malate to pyruvate and NAD(P)H. While researchers have well established the physiological metabolic roles of MEs in organisms, recent research has revealed a link between MEs and carcinogenesis. This review collates evidence of the molecular mechanisms by which MEs promote cancer occurrence, including transcriptional regulation, post-transcriptional regulation, post-translational protein modifications, and protein-protein interactions. Additionally, we highlight the roles of MEs in reprogramming energy metabolism, suppressing senescence, and modulating the tumor immune microenvironment. We also discuss the involvement of these enzymes in mediating tumor resistance and how the development of novel small-molecule inhibitors targeting MEs might be a good therapeutic approach. Insights through this review are expected to provide a comprehensive understanding of the intricate relationship between MEs and cancer, while facilitating future research on the potential therapeutic applications of targeting MEs in cancer management.
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Affiliation(s)
- Huan Wang
- Department of Radiotherapy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Cancer Hospital of Dalian University of Technology, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, PR China.
| | - Wanlin Cui
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, 110122, Liaoning Province, PR China; Liaoning Key Laboratory of Molecular Targeted Anti-tumor Drug Development and Evaluation, Liaoning Cancer Immune Peptide Drug Engineering Technology Research Center, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, 110122, Liaoning Province, PR China.
| | - Song Yue
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang, Liaoning Province, PR China.
| | - Xianglong Zhu
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, 110122, Liaoning Province, PR China; Liaoning Key Laboratory of Molecular Targeted Anti-tumor Drug Development and Evaluation, Liaoning Cancer Immune Peptide Drug Engineering Technology Research Center, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, 110122, Liaoning Province, PR China
| | - Xiaoyan Li
- Department of Pathology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Cancer Hospital of Dalian University of Technology, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, PR China
| | - Lian He
- Department of Pathology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Cancer Hospital of Dalian University of Technology, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, PR China
| | - Mingrong Zhang
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, 110122, Liaoning Province, PR China; Liaoning Key Laboratory of Molecular Targeted Anti-tumor Drug Development and Evaluation, Liaoning Cancer Immune Peptide Drug Engineering Technology Research Center, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, 110122, Liaoning Province, PR China
| | - Yan Yang
- Department of Gastroenterology, The Fourth Affiliated Hospital of China Medical University, No.4, Chongshan Road, Huanggu District, Shenyang, Liaoning Province, PR China
| | - Minjie Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, 110122, Liaoning Province, PR China; Liaoning Key Laboratory of Molecular Targeted Anti-tumor Drug Development and Evaluation, Liaoning Cancer Immune Peptide Drug Engineering Technology Research Center, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, 110122, Liaoning Province, PR China; Shenyang Kangwei Medical Laboratory Analysis Co. LTD, Shenyang City, Liaoning Province, PR China.
| | - Huizhe Wu
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, 110122, Liaoning Province, PR China; Liaoning Key Laboratory of Molecular Targeted Anti-tumor Drug Development and Evaluation, Liaoning Cancer Immune Peptide Drug Engineering Technology Research Center, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, China Medical University, Shenyang, 110122, Liaoning Province, PR China.
| | - Shuo Wang
- Department of Gynecology Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Cancer Hospital of Dalian University of Technology, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, PR China.
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Chow SC, Zhang Y, Ng RWM, Hui SYR, Solov’yov IA, Lui WY. External RF-EMF alters cell number and ROS balance possibly via the regulation of NADPH metabolism and apoptosis. Front Public Health 2024; 12:1425023. [PMID: 39185122 PMCID: PMC11341370 DOI: 10.3389/fpubh.2024.1425023] [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: 04/29/2024] [Accepted: 07/18/2024] [Indexed: 08/27/2024] Open
Abstract
The influence of weak radio-frequency electromagnetic field (RF-EMF) on living organisms raises new concern because of the Industrial, Scientific, and Medical (ISM) frequency band at 6.78 MHz being promoted by the AirFuel Alliance for mid-range wireless power transfer (WPT) applications and product development. Human exposure to the RF-EMF radiation is unavoidable. In this study, we employed in vitro cell culture and molecular biology approach coupled with integrated transcriptomic and proteomic analyses to uncover the effects of RF-EMF on cells at molecular and cellular levels. Our study has demonstrated that weak RF-EMF is sufficient to exert non-thermal effects on human umbilical vein endothelial cells (HUVEC). Exposure of weak RF-EMF promotes cell proliferation, inhibits apoptosis and deregulates ROS balance. Alteration of several signaling pathways and key enzymes involved in NADPH metabolism, cell proliferation and ferroptosis were identified. Our current study provide solid evidence for the first time that the present safety standards that solely considered the thermal effect of RF-EMF on cell tissue are inadequate, prompt response and modification of existing Guidelines, Standards and Regulation are warranted.
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Affiliation(s)
- Sheung-Ching Chow
- School of Biological Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Yang Zhang
- School of Biological Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Raymond W. M. Ng
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Shu-Yuen Ron Hui
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
- Department of Electrical and Electronic Engineering, Imperial College London, London, United Kingdom
| | - Ilia A. Solov’yov
- Institute of Physics, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
- Research Center for Neurosensory Science, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
- Center for Nanoscale Dynamics (CENAD), Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Wing-Yee Lui
- School of Biological Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
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Meng XY, Yang D, Zhang B, Zhang T, Zheng ZC, Zhao Y. Glycolysis-related five-gene signature correlates with prognosis and immune infiltration in gastric cancer. World J Gastrointest Oncol 2024; 16:3097-3117. [PMID: 39072176 PMCID: PMC11271787 DOI: 10.4251/wjgo.v16.i7.3097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 05/14/2024] [Accepted: 06/13/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is one of the most common malignancies worldwide. Glycolysis has been demonstrated to be pivotal for the carcinogenesis of GC. AIM To develop a glycolysis-based gene signature for prognostic evaluation in GC patients. METHODS Differentially expressed genes correlated with glycolysis were identified in stomach adenocarcinoma data (STAD). A risk score was established through a univariate Cox and least absolute shrinkage and selection operator analysis. The model was evaluated using the area under the receiver operating characteristic curves. RNA-sequencing data from high- and low-glycolysis groups of STAD patients were analyzed using Cibersort algorithm and Spearman correlation to analyze the interaction of immune cell infiltration and glycolysis. Multiomics characteristics in different glycolysis status were also analyzed. RESULTS A five-gene signature comprising syndecan 2, versican, malic enzyme 1, pyruvate carboxylase and SRY-box transcription factor 9 was constructed. Patients were separated to high- or low-glycolysis groups according to risk scores. Overall survival of patients with high glycolysis was poorer. The sensitivity and specificity of the model in prediction of survival of GC patients were also observed by receiver operating characteristic curves. A nomogram including clinicopathological characteristics and the risk score also showed good prediction for 3- and 5-year overall survival. Gene set variation analysis showed that high-glycolysis patients were related to dysregulation of pancreas beta cells and estrogen late pathways, and low-glycolysis patients were related to Myc targets, oxidative phosphorylation, mechanistic target of rapamycin complex 1 signaling and G2M checkpoint pathways. Tumor-infiltrating immune cells and multiomics analysis suggested that the different glycolysis status was significantly correlated with multiple immune cell infiltration. The patients with high glycolysis had lower tumor mutational burden and neoantigen load, higher incidence of microsatellite instability and lower chemosensitivity. High glycolysis status was often found among patients with grade 2/3 cancer or poor prognosis. CONCLUSION The genetic characteristics revealed by glycolysis could predict the prognosis of GC. High glycolysis significantly affects GC phenotype, but the detailed mechanism needs to be further studied.
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Affiliation(s)
- Xiang-Yu Meng
- Department of Gastric Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute/The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, Shenyang 110042, Liaoning Province, China
| | - Dong Yang
- Department of Gastric Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute/The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, Shenyang 110042, Liaoning Province, China
| | - Bao Zhang
- Department of Gastric Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute/The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, Shenyang 110042, Liaoning Province, China
| | - Tao Zhang
- Department of Gastric Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute/The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, Shenyang 110042, Liaoning Province, China
| | - Zhi-Chao Zheng
- Department of Gastric Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute/The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, Shenyang 110042, Liaoning Province, China
| | - Yan Zhao
- Department of Gastric Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute/The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, Shenyang 110042, Liaoning Province, China
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Luo Y, Qi X, Zhang Z, Zhang J, Li B, Shu T, Li X, Hu H, Li J, Tang Q, Zhou Y, Wang M, Fan T, Guo W, Liu Y, Zhang J, Pang J, Yang P, Gao R, Chen W, Yan C, Xing Y, Du W, Wang J, Wang C. Inactivation of Malic Enzyme 1 in Endothelial Cells Alleviates Pulmonary Hypertension. Circulation 2024; 149:1354-1371. [PMID: 38314588 DOI: 10.1161/circulationaha.123.067579] [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: 10/14/2023] [Accepted: 01/10/2024] [Indexed: 02/06/2024]
Abstract
BACKGROUND Pulmonary hypertension (PH) is a progressive cardiopulmonary disease with a high mortality rate. Although growing evidence has revealed the importance of dysregulated energetic metabolism in the pathogenesis of PH, the underlying cellular and molecular mechanisms are not fully understood. In this study, we focused on ME1 (malic enzyme 1), a key enzyme linking glycolysis to the tricarboxylic acid cycle. We aimed to determine the role and mechanistic action of ME1 in PH. METHODS Global and endothelial-specific ME1 knockout mice were used to investigate the role of ME1 in hypoxia- and SU5416/hypoxia (SuHx)-induced PH. Small hairpin RNA and ME1 enzymatic inhibitor (ME1*) were used to study the mechanism of ME1 in pulmonary artery endothelial cells. Downstream key metabolic pathways and mediators of ME1 were identified by metabolomics analysis in vivo and ME1-mediated energetic alterations were examined by Seahorse metabolic analysis in vitro. The pharmacological effect of ME1* on PH treatment was evaluated in PH animal models induced by SuHx. RESULTS We found that ME1 protein level and enzymatic activity were highly elevated in lung tissues of patients and mice with PH, primarily in vascular endothelial cells. Global knockout of ME1 protected mice from developing hypoxia- or SuHx-induced PH. Endothelial-specific ME1 deletion similarly attenuated pulmonary vascular remodeling and PH development in mice, suggesting a critical role of endothelial ME1 in PH. Mechanistic studies revealed that ME1 inhibition promoted downstream adenosine production and activated A2AR-mediated adenosine signaling, which leads to an increase in nitric oxide generation and a decrease in proinflammatory molecule expression in endothelial cells. ME1 inhibition activated adenosine production in an ATP-dependent manner through regulating malate-aspartate NADH (nicotinamide adenine dinucleotide plus hydrogen) shuttle and thereby balancing oxidative phosphorylation and glycolysis. Pharmacological inactivation of ME1 attenuated the progression of PH in both preventive and therapeutic settings by promoting adenosine production in vivo. CONCLUSIONS Our findings indicate that ME1 upregulation in endothelial cells plays a causative role in PH development by negatively regulating adenosine production and subsequently dysregulating endothelial functions. Our findings also suggest that ME1 may represent as a novel pharmacological target for upregulating protective adenosine signaling in PH therapy.
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Affiliation(s)
- Ya Luo
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
- Department of Pulmonary and Critical Care Medicine, Xinqiao Hospital, Third Military Medical University, Chongqing, China (Y.L.)
| | - Xianmei Qi
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Zhenxi Zhang
- State Key Laboratory of Common Mechanism Research for Major Diseases (Z.Z., W.D.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Jiawei Zhang
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Bolun Li
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Ting Shu
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Xiaona Li
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Huiyuan Hu
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Jinqiu Li
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Qihao Tang
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Yitian Zhou
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Mingyao Wang
- Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, National Clinical Research Center for Respiratory Diseases, China-Japan Friendship Hospital, Beijing, China (M.W., C.W.)
| | - Tianfei Fan
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Wenjun Guo
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Ying Liu
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Jin Zhang
- Department of Thoracic Surgery, China-Japan Friendship Hospital, Beijing, China (J.Z.)
| | - Junling Pang
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Peiran Yang
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Ran Gao
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Wenhui Chen
- Department of Lung Transplantation, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Diseases, China-Japan Friendship Hospital, Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China (W.C.)
| | - Chen Yan
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY (C.Y.)
| | - Yanjiang Xing
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Wenjing Du
- State Key Laboratory of Common Mechanism Research for Major Diseases (Z.Z., W.D.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Jing Wang
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
| | - Chen Wang
- State Key Laboratory of Respiratory Health and Multimorbidity (Y.L., X.Q., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., J.P., P.Y., Y.X., J.W., C.W.)
- Haihe Laboratory of Cell Ecosystem, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China (Y.L., X.Q., Z.Z., J.Z., B.L., T.S., X.L., H.H., J.L., Q.T., Y.Z., T.F., W.G., Y.L., J.P., P.Y., R.G., Y.X., W.D., J.W., C.W.)
- Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, National Clinical Research Center for Respiratory Diseases, China-Japan Friendship Hospital, Beijing, China (M.W., C.W.)
- Chinese Academy of Engineering, Beijing, China (C.W.)
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11
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Hu W, Yang Y, Cheng C, Tu Y, Chang H, Tsai K. Overexpression of malic enzyme is involved in breast cancer growth and is correlated with poor prognosis. J Cell Mol Med 2024; 28:e18163. [PMID: 38445776 PMCID: PMC10915829 DOI: 10.1111/jcmm.18163] [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: 08/11/2023] [Revised: 01/10/2024] [Accepted: 01/24/2024] [Indexed: 03/07/2024] Open
Abstract
Malic enzyme (ME) genes are key functional metabolic enzymes playing a crucial role in carcinogenesis. However, the detailed effects of ME gene expression on breast cancer progression remain unclear. Here, our results revealed ME1 expression was significantly upregulated in breast cancer, especially in patients with oestrogen receptor/progesterone receptor-negative and human epidermal growth factor receptor 2-positive breast cancer. Furthermore, upregulation of ME1 was significantly associated with more advanced pathological stages (p < 0.001), pT stage (p < 0.001) and tumour grade (p < 0.001). Kaplan-Meier analysis revealed ME1 upregulation was associated with poor disease-specific survival (DSS: p = 0.002) and disease-free survival (DFS: p = 0.003). Multivariate Cox regression analysis revealed ME1 upregulation was significantly correlated with poor DSS (adjusted hazard ratio [AHR] = 1.65; 95% CI: 1.08-2.52; p = 0.021) and DFS (AHR, 1.57; 95% CI: 1.03-2.41; p = 0.038). Stratification analysis indicated ME1 upregulation was significantly associated with poor DSS (p = 0.039) and DFS (p = 0.038) in patients with non-triple-negative breast cancer (TNBC). However, ME1 expression did not affect the DSS of patients with TNBC. Biological function analysis revealed ME1 knockdown could significantly suppress the growth of breast cancer cells and influence its migration ability. Furthermore, the infiltration of immune cells was significantly reduced when they were co-cultured with breast cancer cells with ME1 knockdown. In summary, ME1 plays an oncogenic role in the growth of breast cancer; it may serve as a potential biomarker of progression and constitute a therapeutic target in patients with breast cancer.
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Affiliation(s)
- Wan‐Chung Hu
- Department of Clinical Pathology and Medical Research, Taipei Tzu Chi HospitalBuddhist Tzu Chi Medical FoundationNew Taipei CityTaiwan
| | - Yi‐Fang Yang
- Department of Medical Education and ResearchKaohsiung Veterans General HospitalKaohsiungTaiwan
| | - Ching‐Feng Cheng
- Department of Pediatrics, Taipei Tzu Chi HospitalBuddhist Tzu Chi Medical FoundationNew Taipei CityTaiwan
- Institute of Biomedical Sciences, Academia SinicaTaipeiTaiwan
- Department of PediatricsTzu Chi UniversityHualienTaiwan
| | - Ya‐Ting Tu
- Department of ResearchTaipei Tzu Chi Hospital, Buddhist Tzu Chi Medical FoundationNew Taipei CityTaiwan
| | - Hong‐Tai Chang
- Department of SurgeryKaohsiung Veterans General HospitalKaohsiungTaiwan
| | - Kuo‐Wang Tsai
- Department of ResearchTaipei Tzu Chi Hospital, Buddhist Tzu Chi Medical FoundationNew Taipei CityTaiwan
- Department of NursingCardinal Tien Junior College of Healthcare and ManagementNew Taipei CityTaiwan
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12
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Chen YC, Chen JH, Tsai CF, Wu CT, Chang PC, Yeh WL. Inhibition of tumor migration and invasion by fenofibrate via suppressing epithelial-mesenchymal transition in breast cancers. Toxicol Appl Pharmacol 2024; 483:116818. [PMID: 38215994 DOI: 10.1016/j.taap.2024.116818] [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: 12/16/2023] [Accepted: 01/09/2024] [Indexed: 01/14/2024]
Abstract
The recurrence and metastasis in breast cancer within 3 years after the chemotherapies or surgery leads to poor prognosis with approximately 1-year overall survival. Large-scale scanning research studies have shown that taking lipid-lowering drugs may assist to reduce the risk of death from many cancers, since cholesterol in lipid rafts are essential for maintain integral membrane structure and functional signaling regulation. In this study, we examined five lipid-lowering drugs: swertiamarin, gemfibrozil, clofibrate, bezafibrate, and fenofibrate in triple-negative breast cancer, which is the most migration-prone subtype. Using human and murine triple-negative breast cancer cell lines (Hs 578 t and 4 T1), we found that fenofibrate displays the highest potential in inhibiting the colony formation, wound healing, and transwell migration. We further discovered that fenofibrate reduces the activity of pro-metastatic enzymes, matrix metalloproteinases (MMP)-9 and MMP-2. In addition, epithelial markers including E-cadherin and Zonula occludens-1 are increased, whereas mesenchymal markers including Snail, Twist and α-smooth muscle actin are attenuated. Furthermore, we found that fenofibrate downregulates ubiquitin-dependent GDF-15 degradation, which leads to enhanced GDF-15 expression that inhibits cell migration. Besides, nuclear translocation of FOXO1 is also upregulated by fenofibrate, which may responsible for GDF-15 expression. In summary, fenofibrate with anti-cancer ability hinders TNBC from migration and invasion, and may be beneficial to repurposing use of fenofibrate.
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Affiliation(s)
- Yen-Chang Chen
- Institute of New Drug Development, China Medical University, No.91 Hsueh-Shih Road, Taichung 404333, Taiwan
| | - Jia-Hong Chen
- Department of General Surgery, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 88, Sec. 1, Fengxing Road, Taichung 427213, Taiwan
| | - Cheng-Fang Tsai
- Department of Medical Laboratory Science and Biotechnology, Asia University, No.500 Lioufeng Road, Taichung 413305, Taiwan
| | - Chen-Teng Wu
- Department of Surgery, China Medical University Hospital, No. 2, Yude Road, Taichung 404332, Taiwan
| | - Pei-Chun Chang
- Department of Bioinformatics and Medical Engineering, Asia University, No.500 Lioufeng Road, Taichung 413305, Taiwan
| | - Wei-Lan Yeh
- Institute of New Drug Development, China Medical University, No.91 Hsueh-Shih Road, Taichung 404333, Taiwan; Department of Biochemistry, School of Medicine, China Medical University, No.91 Hsueh-Shih Road, Taichung 404333, Taiwan.
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13
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Kang H, Kim B, Park J, Youn H, Youn B. The Warburg effect on radioresistance: Survival beyond growth. Biochim Biophys Acta Rev Cancer 2023; 1878:188988. [PMID: 37726064 DOI: 10.1016/j.bbcan.2023.188988] [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: 08/03/2023] [Revised: 09/01/2023] [Accepted: 09/13/2023] [Indexed: 09/21/2023]
Abstract
The Warburg effect is a phenomenon in which cancer cells rely primarily on glycolysis rather than oxidative phosphorylation, even in the presence of oxygen. Although evidence of its involvement in cell proliferation has been discovered, the advantages of the Warburg effect in cancer cell survival under treatment have not been fully elucidated. In recent years, the metabolic characteristics of radioresistant cancer cells have been evaluated, enabling an extension of the original concept of the Warburg effect. In this review, we focused on the role of the Warburg effect in redox homeostasis and DNA damage repair, two critical factors contributing to radioresistance. In addition, we highlighted the metabolic involvement in the radioresistance of cancer stem cells, which is the root cause of tumor recurrence. Finally, we summarized radiosensitizing drugs that target the Warburg effect. Insights into the molecular mechanisms underlying the Warburg effect and radioresistance can provide valuable information for developing strategies to enhance the efficacy of radiotherapy and provide future directions for successful cancer therapy.
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Affiliation(s)
- Hyunkoo Kang
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Republic of Korea
| | - Byeongsoo Kim
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Republic of Korea
| | - Junhyeong Park
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Republic of Korea
| | - HyeSook Youn
- Department of Integrative Bioscience and Biotechnology, Sejong University, Seoul 05006, Republic of Korea.
| | - BuHyun Youn
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Republic of Korea; Department of Biological Sciences, Pusan National University, Busan 46241, Republic of Korea.
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Prokakis E, Jansari S, Boshnakovska A, Wiese M, Kusch K, Kramm C, Dullin C, Rehling P, Glatzel M, Pantel K, Wikman H, Johnsen SA, Gallwas J, Wegwitz F. RNF40 epigenetically modulates glycolysis to support the aggressiveness of basal-like breast cancer. Cell Death Dis 2023; 14:641. [PMID: 37770435 PMCID: PMC10539310 DOI: 10.1038/s41419-023-06157-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 09/06/2023] [Accepted: 09/15/2023] [Indexed: 09/30/2023]
Abstract
Triple-negative breast cancer (TNBC) is the most difficult breast cancer subtype to treat due to the lack of targeted therapies. Cancer stem cells (CSCs) are strongly enriched in TNBC lesions and are responsible for the rapid development of chemotherapy resistance and metastasis. Ubiquitin-based epigenetic circuits are heavily exploited by CSCs to regulate gene transcription and ultimately sustain their aggressive behavior. Therefore, therapeutic targeting of these ubiquitin-driven dependencies may reprogram the transcription of CSC and render them more sensitive to standard therapies. In this work, we identified the Ring Finger Protein 40 (RNF40) monoubiquitinating histone 2B at lysine 120 (H2Bub1) as an indispensable E3 ligase for sustaining the stem-cell-like features of the growing mammary gland. In addition, we found that the RNF40/H2Bub1-axis promotes the CSC properties and drug-tolerant state by supporting the glycolytic program and promoting pro-tumorigenic YAP1-signaling in TNBC. Collectively, this study unveils a novel tumor-supportive role of RNF40 and underpins its high therapeutic value to combat the malignant behavior of TNBC.
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Affiliation(s)
- Evangelos Prokakis
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany.
- Department of General, Visceral & Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany.
| | - Shaishavi Jansari
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Angela Boshnakovska
- Department of Cellular Biochemistry, University Medical Center Göttingen, Göttingen, Germany
| | - Maria Wiese
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Kathrin Kusch
- Institute for Auditory Neuroscience, Functional Auditory Genomics Group, University Medical Center Göttingen, Göttingen, Germany
| | - Christof Kramm
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Christian Dullin
- Institute for Diagnostic and Interventional Radiology, University Medical Center Göttingen, Göttingen, Germany
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany
- Max Planck Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - Peter Rehling
- Department of Cellular Biochemistry, University Medical Center Göttingen, Göttingen, Germany
| | - Markus Glatzel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Harriet Wikman
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Steven A Johnsen
- Department of General, Visceral & Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany
- The Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
| | - Julia Gallwas
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Florian Wegwitz
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany.
- Department of General, Visceral & Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany.
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15
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Fang X, Zhang J, Li Y, Song Y, Yu Y, Cai Z, Lian F, Yang J, Min J, Wang F. Malic Enzyme 1 as a Novel Anti-Ferroptotic Regulator in Hepatic Ischemia/Reperfusion Injury. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2205436. [PMID: 36840630 PMCID: PMC10161122 DOI: 10.1002/advs.202205436] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/30/2022] [Indexed: 05/06/2023]
Abstract
Ferroptosis has been linked to the pathogenesis of hepatic injury induced by ischemia/reperfusion (I/R). However, the mechanistic basis remains unclear. In this study, by using a mouse model of hepatic I/R injury, it is observed that glutathione (GSH) and cysteine depletion are associated with deficiency of the reducing power of nicotinamide adenine dinucleotide phosphate (NADPH). Genes involved in maintaining NADPH homeostasis are screened, and it is identified that I/R-induced hepatic ferroptosis is significantly associated with reduced expression and activity of NADP+ -dependent malic enzyme 1 (Me1). Mice with hepatocyte-specific Me1 gene deletion exhibit aggravated ferroptosis and liver injury under I/R treatment; while supplementation with L-malate, the substrate of ME1, restores NADPH and GSH levels and eventually inhibits I/R-induced hepatic ferroptosis and injury. A mechanistic study further reveals that downregulation of hepatic Me1 expression is largely mediated by the phosphatase and tensin homologue (PTEN)-dependent suppression of the mechanistic target of rapamycin/sterol regulatory element-binding protein 1 (mTOR/SREBP1) signaling pathway in hepatic I/R model. Finally, PTEN inhibitor, mTOR activator, or SREBP1 over-expression all increase hepatic NADPH, block ferroptosis, and protect liver against I/R injury. Taken together, the findings suggest that targeting ME1 may provide new therapeutic opportunities for I/R injury and other ferroptosis-related hepatic conditions.
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Affiliation(s)
- Xuexian Fang
- Department of Nutrition and ToxicologyKey Laboratory of Elemene Class Anti‐Cancer Chinese Medicines of Zhejiang ProvinceSchool of Public HealthHangzhou Normal UniversityHangzhou311121China
| | - Jiawei Zhang
- Department of Nutrition and ToxicologyKey Laboratory of Elemene Class Anti‐Cancer Chinese Medicines of Zhejiang ProvinceSchool of Public HealthHangzhou Normal UniversityHangzhou311121China
| | - You Li
- Department of Nutrition and ToxicologyKey Laboratory of Elemene Class Anti‐Cancer Chinese Medicines of Zhejiang ProvinceSchool of Public HealthHangzhou Normal UniversityHangzhou311121China
| | - Yijing Song
- Department of Nutrition and ToxicologyKey Laboratory of Elemene Class Anti‐Cancer Chinese Medicines of Zhejiang ProvinceSchool of Public HealthHangzhou Normal UniversityHangzhou311121China
| | - Yingying Yu
- The Second Affiliated HospitalThe First Affiliated HospitalSchool of Public HealthInstitute of Translational MedicineState Key Laboratory of Experimental HematologyZhejiang University School of MedicineHangzhou310058China
| | - Zhaoxian Cai
- The Second Affiliated HospitalThe First Affiliated HospitalSchool of Public HealthInstitute of Translational MedicineState Key Laboratory of Experimental HematologyZhejiang University School of MedicineHangzhou310058China
| | - Fuzhi Lian
- Department of Nutrition and ToxicologyKey Laboratory of Elemene Class Anti‐Cancer Chinese Medicines of Zhejiang ProvinceSchool of Public HealthHangzhou Normal UniversityHangzhou311121China
| | - Jun Yang
- Department of Nutrition and ToxicologyKey Laboratory of Elemene Class Anti‐Cancer Chinese Medicines of Zhejiang ProvinceSchool of Public HealthHangzhou Normal UniversityHangzhou311121China
| | - Junxia Min
- The Second Affiliated HospitalThe First Affiliated HospitalSchool of Public HealthInstitute of Translational MedicineState Key Laboratory of Experimental HematologyZhejiang University School of MedicineHangzhou310058China
| | - Fudi Wang
- The Second Affiliated HospitalThe First Affiliated HospitalSchool of Public HealthInstitute of Translational MedicineState Key Laboratory of Experimental HematologyZhejiang University School of MedicineHangzhou310058China
- The First Affiliated HospitalBasic Medical Sciences, School of Public HealthHengyang Medical SchoolUniversity of South ChinaHengyang421001China
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16
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Tumor lactic acid: a potential target for cancer therapy. Arch Pharm Res 2023; 46:90-110. [PMID: 36729274 DOI: 10.1007/s12272-023-01431-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 01/27/2023] [Indexed: 02/03/2023]
Abstract
Tumor development is influenced by circulating metabolites and most tumors are exposed to substantially elevated levels of lactic acid and low levels of nutrients, such as glucose and glutamine. Tumor-derived lactic acid, the major circulating carbon metabolite, regulates energy metabolism and cancer cell signaling pathways, while also acting as an energy source and signaling molecule. Recent studies have yielded new insights into the pro-tumorigenic action of lactic acid and its metabolism. These insights suggest an anti-tumor therapeutic strategy targeting the oncometabolite lactic acid, with the aim of improving the efficacy and clinical safety of tumor metabolism inhibitors. This review describes the current understanding of the multifunctional roles of tumor lactic acid, as well as therapeutic approaches targeting lactic acid metabolism, including lactate dehydrogenase and monocarboxylate transporters, for anti-cancer therapy.
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17
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Sheth G, Shah SR, Sengupta P, Jarag T, Chimanwala S, Sairam KVV, Jain V, Talwar R, Dhanave A, Raviya M, Menon S, Trivedi S, Chitturi TR. In the Quest for Potent and Selective Malic Enzyme 3 Inhibitors for the Treatment of Pancreatic Ductal Adenocarcinoma. ACS Med Chem Lett 2023; 14:41-50. [PMID: 36655126 PMCID: PMC9841596 DOI: 10.1021/acsmedchemlett.2c00369] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 12/08/2022] [Indexed: 12/15/2022] Open
Abstract
The genome of pancreatic ductal adenocarcinoma (PDAC) is associated with frequent deletion of the tumor suppressor gene SMAD family member 4 (SMAD4) with collateral deletion of its chromosomal neighbor malic enzyme 2 (ME2). In SMAD4 -/- /ME2 -/- PDAC cells, ME3 takes over the function of the ME2 enzyme, and hence therapeutic targeting of ME3 is expected to arrest tumor growth. Hitherto no selective small molecule inhibitor of ME3 has been reported in the context of PDAC. Based on the molecular docking studies and structure-activity relationships with the reported ME1 inhibitor, several analogues of 6-piperazin-1-ylpyridin-3-ol amides have been synthesized and screened for their ME inhibition activity. Among them, compound 16b is identified as the most potent and selective ME3 inhibitor with an IC50 of 0.15 μM on ME3, and with 15- and 9-fold selectivity over ME1 and ME2, respectively. In the cell viability assay, compound 16b exhibited an IC50 of 3.5 μM on ME2-null PDAC cells, viz., BxPC-3.
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Affiliation(s)
- Gaurav Sheth
- Department
of Medicinal Chemistry, Sun Pharma Advanced
Research Company Ltd., Vadodara 390020, India
- Department
of Chemistry, Faculty of Science, The M.S.
University of Baroda, Vadodara 390002, India
| | - Shailesh R. Shah
- Department
of Chemistry, Faculty of Science, The M.S.
University of Baroda, Vadodara 390002, India
- Department
of Chemistry, School of Sciences, Indrashil
University, Rajpur 382740, India
| | - Prabal Sengupta
- Department
of Medicinal Chemistry, Sun Pharma Advanced
Research Company Ltd., Vadodara 390020, India
| | - Tushar Jarag
- Department
of Medicinal Chemistry, Sun Pharma Advanced
Research Company Ltd., Vadodara 390020, India
| | - Sabbirhusen Chimanwala
- Department
of Medicinal Chemistry, Sun Pharma Advanced
Research Company Ltd., Vadodara 390020, India
| | - Kalapatapu V. V.
M. Sairam
- Department
of Bioinformatics and Computational Discovery, Sun Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Vaibhav Jain
- Department
of Bioinformatics and Computational Discovery, Sun Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Rashmi Talwar
- Department
of in Vitro Biology, Sun
Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Avinash Dhanave
- Department
of in Vitro Biology, Sun
Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Mehul Raviya
- Department
of in Vitro Biology, Sun
Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Soumya Menon
- Department
of in Vitro Biology, Sun
Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Shivangi Trivedi
- Department
of in Vitro Biology, Sun
Pharma Advanced Research Company Ltd., Vadodara 390020, India
| | - Trinadha Rao Chitturi
- Department
of Medicinal Chemistry, Sun Pharma Advanced
Research Company Ltd., Vadodara 390020, India
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18
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Chen P, Tian J, Zhou Y, Chen Y, Zhang H, Jiao T, Huang M, Zhang H, Huang P, Yu AM, Gonzalez FJ, Bi H. Metabolic Flux Analysis Reveals the Roles of Stearate and Oleate on CPT1C-mediated Tumor Cell Senescence. Int J Biol Sci 2023; 19:2067-2080. [PMID: 37151873 PMCID: PMC10158022 DOI: 10.7150/ijbs.80822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 03/16/2023] [Indexed: 05/09/2023] Open
Abstract
Cellular senescence is a state of proliferative arrest, and the development of carcinoma can be suppressed by conferring tumor cell senescence. Recently, we found that carnitine palmitoyltransferase 1C (CPT1C) controls tumor cell proliferation and senescence via regulating lipid metabolism and mitochondrial function. Here, 13C-metabolic flux analysis (13C-MFA) was performed and the results revealed that CPT1C knockdown in MDA-MB-231 cells significantly induced cellular senescence accompanied by altered fatty acid metabolism. Strikingly, stearate synthesis was decreased while oleate was increased. Furthermore, stearate significantly inhibited proliferation while oleate reversed the senescent phenotype induced by silencing CPT1C in MDA-MB-231 cells as well as PANC-1 cells. A939572, an inhibitor of stearoyl-Coenzyme A desaturase 1, had the same effect as stearate to inhibit cellular proliferation. These results demonstrated that stearate and oleate are involved in CPT1C-mediated tumor cellular senescence, and the regulation of stearate/oleate rate via inhibition of SCD-1 could be an additional strategy with depletion of CPT1C for cancer therapy.
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Affiliation(s)
- Panpan Chen
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
- Department of Pharmacy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201999, China
| | - Jingyu Tian
- Guangdong University of Technology, Guangzhou 510006, China
- Sun Yat-Sen University Cancer Center, Guangzhou 510275, China
| | - Yanying Zhou
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Yixin Chen
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Huizhen Zhang
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Tingying Jiao
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Min Huang
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
| | - Hui Zhang
- Guangdong University of Technology, Guangzhou 510006, China
- Sun Yat-Sen University Cancer Center, Guangzhou 510275, China
- ✉ Corresponding authors: Dr. Huichang Bi and Dr. Hui Zhang, School of Pharmaceutical Sciences, Southern Medical University, 1023 Shatai Nan Rd, Baiyun District, Guangzhou 510515, P. R. China. ; Tel: +86-20-61648530
| | - Peng Huang
- Sun Yat-Sen University Cancer Center, Guangzhou 510275, China
| | - Ai-Ming Yu
- Department of Biochemistry and Molecular Medicine, Comprehensive Cancer Center, UC Davis School of Medicine, Sacramento, CA 95817, USA
| | - Frank J. Gonzalez
- Laboratory of Metabolism, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Huichang Bi
- NMPA Key Laboratory for Research and Evaluation of Drug Metabolism, Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou 510515, China
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
- ✉ Corresponding authors: Dr. Huichang Bi and Dr. Hui Zhang, School of Pharmaceutical Sciences, Southern Medical University, 1023 Shatai Nan Rd, Baiyun District, Guangzhou 510515, P. R. China. ; Tel: +86-20-61648530
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19
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Qian L, Liu YF, Lu SM, Yang JJ, Miao HJ, He X, Huang H, Zhang JG. Construction of a fatty acid metabolism-related gene signature for predicting prognosis and immune response in breast cancer. Front Genet 2023; 14:1002157. [PMID: 36936412 PMCID: PMC10014556 DOI: 10.3389/fgene.2023.1002157] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 02/20/2023] [Indexed: 03/05/2023] Open
Abstract
Background: Breast cancer has the highest incidence among malignant tumors in women, and its prevalence ranks first in global cancer morbidity. Aim: This study aimed to explore the feasibility of a prognostic model for patients with breast cancer based on the differential expression of genes related to fatty acid metabolism. Methods: The mRNA expression matrix of breast cancer and paracancer tissues was downloaded from The Cancer Genome Atlas database. The differentially expressed genes related to fatty acid metabolism were screened in R language. The TRRUST database was used to predict transcriptional regulators related to hub genes and construct an mRNA-transcription factor interaction network. A consensus clustering approach was used to identify different fatty acid regulatory patterns. In combination with patient survival data, Lasso and multivariate Cox proportional risk regression models were used to establish polygenic prognostic models based on fatty acid metabolism. The median risk score was used to categorize patients into high- and low-risk groups. Kaplan-Meier survival curves were used to analyze the survival differences between both groups. The Cox regression analysis included risk score and clinicopathological factors to determine whether risk score was an independent risk factor. Models based on genes associated with fatty acid metabolism were evaluated using receiver operating characteristic curves. A comparison was made between risk score levels and the fatty acid metabolism-associated genes in different subtypes of breast cancer. The differential gene sets of the Kyoto Encyclopedia of Genes and Genomes for screening high- and low-risk populations were compared using a gene set enrichment analysis. Furthermore, we utilized CIBERSORT to examine the abundance of immune cells in breast cancer in different clustering models. Results: High expression levels of ALDH1A1 and UBE2L6 prevented breast cancer, whereas high RDH16 expression levels increased its risk. Our comprehensive assessment of the association between prognostic risk scoring models and tumor microenvironment characteristics showed significant differences in the abundance of various immune cells between high- and low-risk breast cancer patients. Conclusions: By assessing fatty acid metabolism patterns, we gained a better understanding of the infiltration characteristics of the tumor microenvironment. Our findings are valuable for prognosis prediction and treatment of patients with breast cancer based on their clinicopathological characteristics.
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Affiliation(s)
- Li Qian
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
| | - Yi-Fei Liu
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
| | - Shu-Min Lu
- Department of Oncology, Shanghai Jiaotong University School of Medicine Xinhua Hospital, Shanghai, China
| | - Juan-Juan Yang
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
| | - Hua-Jie Miao
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
| | - Xin He
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
| | - Hua Huang
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
- *Correspondence: Hua Huang, ; Jian-Guo Zhang,
| | - Jian-Guo Zhang
- Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China
- *Correspondence: Hua Huang, ; Jian-Guo Zhang,
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20
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High ME1 Expression Is a Molecular Predictor of Post-Transplant Survival of Patients with Acute Myeloid Leukemia. Cancers (Basel) 2022; 15:cancers15010296. [PMID: 36612292 PMCID: PMC9818450 DOI: 10.3390/cancers15010296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 12/09/2022] [Accepted: 12/26/2022] [Indexed: 01/04/2023] Open
Abstract
Several laboratory and clinical variables have been reported to be associated with the outcome of intensive chemotherapy for acute myeloid leukemia (AML), but only a few have been tested in the context of hematopoietic stem cell transplant (HSCT). This study aimed to identify genes whose expression of AML at diagnosis were associated with survival after HSCT. For this purpose, three publicly available adult AML cohorts (TCGA, BeatAML, and HOVON), whose patients were treated with intensive chemotherapy and then subjected to allogeneic or autologous HSCT, were included in this study. After whole transcriptome analysis, we identified ME1 as the only gene whose high expression was associated with shorter survival in patients subjected to HSCT. In addition, the inclusion of ME1 expression was able to improve the European LeukemiaNet risk stratification. Pathways related to lipid biosynthesis, mainly fatty acids, and cholesterol were positively correlated with ME1 expression. Furthermore, ME1 expression was associated with an M2 macrophage-enriched microenvironment, mature AML blasts hierarchy, and oxidative phosphorylation metabolism. Therefore, ME1 expression can be used as biomarker of poor response to HSCT in AML.
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21
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Xu Q, Yu B, Chen W, Li W, Sun Y, Fang Y. CircSERPINA3 promoted cell proliferation, migration, and invasion of laryngeal squamous cell carcinoma by targeting miR-885-5p. Cell Biol Int 2022; 46:1852-1863. [PMID: 35971749 DOI: 10.1002/cbin.11872] [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: 02/16/2022] [Accepted: 07/07/2022] [Indexed: 11/08/2022]
Abstract
CircSERPINA3 has been shown to be upregulated in laryngeal squamous cell carcinoma (LSCC); however, whether it regulates the development of LSCC and the specific molecular mechanism remains unclear, which is to be explored in this study. Expressions of circSERPINA3, miR-885-5p, and Malic enzyme 1 (ME1) in LSCC tissues or cell lines were determined by quantitative reverse transcription polymerase chain reaction (qRT-PCR). The regulation of circSERPINA3 on the biological behavior of LSCC cells was confirmed by loss and gain experiments (cell counting kit-8, transwell, and colony formation assay). The correlation between circSERPINA3/ME1 and miR-885-5p was predicted and confirmed by bioinformatics analysis, dual-luciferase reporter assay, and qRT-PCR. The effect of circSERPINA3/miR-885-5p axis on the biological behavior of LSCC cells and expressions of epithelial-mesenchymal transition-related proteins was confirmed by rescue experiments. CircSERPINA3 and ME1 was upregulated in LSCC tissues, whereas miR-885-5p was downregulated. MiR-885-5p was the target gene of circSERPINA3, whereas ME1 was the target gene of miR-885-5p. Silent circSERPINA3 suppressed viability, invasion, migration, colony formation, and expression of ME1, claudin-4, snail, and vimentin but elevated expression of miR-885-5p and E-cadherin, whereas overexpressed circSERPINA3 was the opposite. However, miR-885-5p inhibitor or mimic reversed the effects of silent circSERPINA3 or overexpressed circSERPINA3. Collectively, circSERPINA3 promotes proliferation, migration, and invasion of LSCC cells by targeting miR-885-5p.
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Affiliation(s)
- Qiushi Xu
- Ear Nose and Throat Department, The First Hospital of Qiqihar, Affiliated Qiqihar Hospital, Southern Medical University, Qiqihar, China
| | - Bing Yu
- Pathology Department, The First Hospital of Qiqihar, Affiliated Qiqihar Hospital, Southern Medical University, Qiqihar, China
| | - Wenjing Chen
- Pathology Department, The First Hospital of Qiqihar, Affiliated Qiqihar Hospital, Southern Medical University, Qiqihar, China
| | - Wenlong Li
- Ear Nose and Throat Department, The First Hospital of Qiqihar, Affiliated Qiqihar Hospital, Southern Medical University, Qiqihar, China
| | - Yuanhao Sun
- Ear Nose and Throat Department, The First Hospital of Qiqihar, Affiliated Qiqihar Hospital, Southern Medical University, Qiqihar, China
| | - Yanchun Fang
- Pathology Department, The First Hospital of Qiqihar, Affiliated Qiqihar Hospital, Southern Medical University, Qiqihar, China
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22
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Zheng JY, Liu JY, Zhu T, Liu C, Gao Y, Dai WT, Zhuo W, Mao XY, He BM, Liu ZQ. Effects of Glycolysis-Related Genes on Prognosis and the Tumor Microenvironment of Hepatocellular Carcinoma. Front Pharmacol 2022; 13:895608. [PMID: 35924040 PMCID: PMC9340275 DOI: 10.3389/fphar.2022.895608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 06/10/2022] [Indexed: 12/24/2022] Open
Abstract
Background: Hepatocellular carcinoma (HCC) is a common and deadly malignancy worldwide. Current treatment methods for hepatocellular carcinoma have many disadvantages; thus, it is urgent to improve the efficacy of these therapies. Glycolysis is critical in the occurrence and development of tumors. However, survival and prognosis biomarkers related to glycolysis in HCC patients remain to be fully identified. Methods: Glycolysis-related genes (GRGs) were downloaded from “The Molecular Signatures Database” (MSigDB), and the mRNA expression profiles and clinical information of HCC patients were obtained from TCGA. Consensus clustering was performed to classify the HCC patients into two subgroups. We used the least absolute shrinkage and selection operator (LASSO) regression analysis to construct the risk signature model. Kaplan–Meier (K-M) survival analysis was performed to evaluate the prognostic significance of the risk model, and the receiver operating characteristic (ROC) curve analysis was used to evaluate the prediction accuracy. The independent prediction ability of the risk model was validated by univariate and multivariate Cox regression analyses. The differences of immune infiltrates and relevant oncogenic signaling between different risk groups were compared. Finally, biological experiments were performed to explore the functions of screened genes. Results: HCC patients were classified into two subgroups, according to the expression of prognostic-related GRGs. Almost all GRGs categorized in cluster 2 showed upregulated expressions, whereas GRGs in cluster 1 conferred survival advantages. GSEA identified a positive correlation between cluster 2 and the glycolysis process. Ten genes were selected for risk signature construction. Patients were assigned to high-risk and low-risk groups based on the median risk score, and K-M survival analysis indicated that the high-risk group had a shorter survival time. Additionally, the risk gene signature can partially affect immune infiltrates within the HCC microenvironment, and many oncogenic pathways were enriched in the high-risk group, including glycolysis, hypoxia, and DNA repair. Finally, in vitro knockdown of ME1 suppressed proliferation, migration, and invasion of hepatocellular carcinoma cells. Conclusion: In our study, we successfully constructed and verified a novel glycolysis-related risk signature for HCC prognosis prediction, which is meaningful for classifying HCC patients and offers potential targets for the treatment of hepatocellular carcinoma.
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Affiliation(s)
- Ju-Yan Zheng
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Jun-Yan Liu
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Tao Zhu
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Chong Liu
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Ying Gao
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Wen-Ting Dai
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Wei Zhuo
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Xiao-Yuan Mao
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
- *Correspondence: Xiao-Yuan Mao, ; Bai-Mei He, ; Zhao-Qian Liu,
| | - Bai-Mei He
- Departments of Gerontology, Xiangya Hospital, Central South University, Changsha, China
- *Correspondence: Xiao-Yuan Mao, ; Bai-Mei He, ; Zhao-Qian Liu,
| | - Zhao-Qian Liu
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
- Institute of Clinical Pharmacology, Central South University, Changsha, China
- *Correspondence: Xiao-Yuan Mao, ; Bai-Mei He, ; Zhao-Qian Liu,
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23
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CircME1 promotes aerobic glycolysis and sunitinib resistance of clear cell renal cell carcinoma through cis-regulation of ME1. Oncogene 2022; 41:3979-3990. [PMID: 35798876 PMCID: PMC9374592 DOI: 10.1038/s41388-022-02386-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/10/2022] [Accepted: 06/14/2022] [Indexed: 12/03/2022]
Abstract
Circular RNAs (circRNAs) play critical roles in clear cell renal cell carcinoma (ccRCC). However, their involvement in sunitinib resistance remains largely unknown. Herein, we identified a novel circRNA, named circME1, which contributes to sunitinib resistance development in ccRCC. CircME1 also promoted proliferation, migration, and invasion of ccRCC cells. Further mechanism analysis showed that circME1 interacted with U1 snRNP at the promoter of its parental gene ME1, thereby upregulating the expression of ME1, enhancing aerobic glycolysis of ccRCC, and promoting its malignant phenotype. Furthermore, ME1 specific inhibitor could effectively repress the oncogenic functions of circME1. Taken together, our study demonstrates that the circME1/ME1 pathway is involved in ccRCC progression and sunitinib resistance development, which may be exploited for anticancer therapy.
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24
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Abstract
Eukaryotic cells have developed complex systems to regulate the production and response to reactive oxygen species (ROS). Different ROS control diverse aspects of cell behaviour from signalling to death, and deregulation of ROS production and ROS limitation pathways are common features of cancer cells. ROS also function to modulate the tumour environment, affecting the various stromal cells that provide metabolic support, a blood supply and immune responses to the tumour. Although it is clear that ROS play important roles during tumorigenesis, it has been difficult to reliably predict the effect of ROS modulating therapies. We now understand that the responses to ROS are highly complex and dependent on multiple factors, including the types, levels, localization and persistence of ROS, as well as the origin, environment and stage of the tumours themselves. This increasing understanding of the complexity of ROS in malignancies will be key to unlocking the potential of ROS-targeting therapies for cancer treatment.
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Zhu Y, Gu L, Lin X, Zhou X, Lu B, Liu C, Lei C, Zhou F, Zhao Q, Prochownik EV, Li Y. USP19 exacerbates lipogenesis and colorectal carcinogenesis by stabilizing ME1. Cell Rep 2021; 37:110174. [PMID: 34965422 DOI: 10.1016/j.celrep.2021.110174] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 08/24/2021] [Accepted: 12/03/2021] [Indexed: 12/14/2022] Open
Abstract
Lipogenesis plays a critical role in colorectal carcinogenesis, but precisely how remains unclear. Here, we show that ERK2 phosphorylates ME1 at T103, thereby inhibiting its polyubiquitination and proteasomal degradation and enhancing its interaction with USP19. USP19 antagonizes RNF1-mediated ME1 degradation by deubiquitination, which in turn promotes lipid metabolism and NADPH production and suppresses ROS. Meanwhile, ROS dramatically increases PD-L1 mRNA levels through accelerating expression of the transcription factor NRF2. Increased lipid metabolism is correlated with ERK2 activity and colorectal carcinogenesis in human patients. Therefore, the combination of ERK2 inhibitor and anti-PD-L1 antibody significantly inhibits spontaneous and chemically induced colorectal carcinogenesis. Collectively, the USP19-ME1 axis plays a vital role in colorectal carcinogenesis and may also provide a potential therapeutic target.
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Affiliation(s)
- Yahui Zhu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China.
| | - Li Gu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Xi Lin
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Xinyi Zhou
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Bingjun Lu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Cheng Liu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Caoqi Lei
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Feng Zhou
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University School of Medicine, Wuhan 430071, China; Hubei Clinical Center and Key Laboratory for Intestinal and Colorectal Diseases, Wuhan 430071, China
| | - Qiu Zhao
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University School of Medicine, Wuhan 430071, China; Hubei Clinical Center and Key Laboratory for Intestinal and Colorectal Diseases, Wuhan 430071, China
| | - Edward V Prochownik
- Division of Hematology/Oncology, Children's Hospital of Pittsburgh of UPMC, The Department of Microbiology and Molecular Genetics, The Pittsburgh Liver Research Center and The Hillman Cancer Center of UPMC, The University of Pittsburgh Medical Center, Pittsburgh, PA 15224, USA
| | - Youjun Li
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China.
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26
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Parkinson EK, Adamski J, Zahn G, Gaumann A, Flores-Borja F, Ziegler C, Mycielska ME. Extracellular citrate and metabolic adaptations of cancer cells. Cancer Metastasis Rev 2021; 40:1073-1091. [PMID: 34932167 PMCID: PMC8825388 DOI: 10.1007/s10555-021-10007-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 12/02/2021] [Indexed: 12/17/2022]
Abstract
It is well established that cancer cells acquire energy via the Warburg effect and oxidative phosphorylation. Citrate is considered to play a crucial role in cancer metabolism by virtue of its production in the reverse Krebs cycle from glutamine. Here, we review the evidence that extracellular citrate is one of the key metabolites of the metabolic pathways present in cancer cells. We review the different mechanisms by which pathways involved in keeping redox balance respond to the need of intracellular citrate synthesis under different extracellular metabolic conditions. In this context, we further discuss the hypothesis that extracellular citrate plays a role in switching between oxidative phosphorylation and the Warburg effect while citrate uptake enhances metastatic activities and therapy resistance. We also present the possibility that organs rich in citrate such as the liver, brain and bones might form a perfect niche for the secondary tumour growth and improve survival of colonising cancer cells. Consistently, metabolic support provided by cancer-associated and senescent cells is also discussed. Finally, we highlight evidence on the role of citrate on immune cells and its potential to modulate the biological functions of pro- and anti-tumour immune cells in the tumour microenvironment. Collectively, we review intriguing evidence supporting the potential role of extracellular citrate in the regulation of the overall cancer metabolism and metastatic activity.
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Affiliation(s)
- E Kenneth Parkinson
- Centre for Oral Immunobiology and Regenerative Medicine, Institute of Dentistry, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Turner Street, London, E1 2AD, UK.
| | - Jerzy Adamski
- Institute of Experimental Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Department of Experimental Genetics, Technical University of Munich, Munich, Germany.,Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | | | - Andreas Gaumann
- Institute of Pathology Kaufbeuren-Ravensburg, 87600, Kaufbeuren, Germany
| | - Fabian Flores-Borja
- Centre for Oral Immunobiology and Regenerative Medicine, Institute of Dentistry, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Turner Street, London, E1 2AD, UK
| | - Christine Ziegler
- Department of Structural Biology, Institute of Biophysics and Physical Biochemistry, University of Regensburg, Universitätsstrasse 31, 93053, Regensburg, Germany
| | - Maria E Mycielska
- Department of Structural Biology, Institute of Biophysics and Physical Biochemistry, University of Regensburg, Universitätsstrasse 31, 93053, Regensburg, Germany.
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27
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Liao R, Chen X, Cao Q, Wang Y, Miao Z, Lei X, Jiang Q, Chen J, Wu X, Li X, Li J, Dong C. HIST1H1B Promotes Basal-Like Breast Cancer Progression by Modulating CSF2 Expression. Front Oncol 2021; 11:780094. [PMID: 34746019 PMCID: PMC8570124 DOI: 10.3389/fonc.2021.780094] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 10/05/2021] [Indexed: 01/09/2023] Open
Abstract
Background Basal-like breast cancer (BLBC) is associated with a poor clinical outcome; however, the mechanism of BLBC aggressiveness is still unclear. It has been shown that a linker histone functions as either a positive or negative regulator of gene expression in tumors. Here, we aimed to investigate the possible involvement and mechanism of HIST1H1B in BLBC progression. Experimental design We analyzed multiple gene expression datasets to determine the relevance of HIST1H1B expression with BLBC. We employed quantitative real-time PCR, transwell assay, colony formation assay, and mammosphere assay to dissect the molecular events associated with the expression of HIST1H1B in human breast cancer. We studied the association of HIST1H1B with CSF2 by ChIP assay. Using tumorigenesis assays, we determine the effect of HIST1H1B expression on tumorigenicity of BLBC cells. Results Here, we show that the linker histone HIST1H1B is dramatically elevated in BLBC due to HIST1H1B copy number amplification and promoter hypomethylation. HIST1H1B upregulates colony-stimulating factor 2 (CSF2) expression by binding the CSF2 promoter. HIST1H1B expression promotes, whereas knockdown of HIST1H1B expression suppresses tumorigenicity. In breast cancer patients, HIST1H1B expression is positively correlated with large tumor size, high grade, metastasis and poor survival. Conclusion HIST1H1B contributes to basal-like breast cancer progression by modulating CSF2 expression, indicating a potential prognostic marker and therapeutic target for this disease.
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Affiliation(s)
- Ruocen Liao
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Xingyu Chen
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Qianhua Cao
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Yifan Wang
- Cancer Institute of Integrative Medicine, Zhejiang Academy of Traditional Chinese Medicine, Tongde Hospital of Zhejiang Province, Hangzhou, China
| | - Zhaorui Miao
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Xingyu Lei
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Qianjin Jiang
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Jie Chen
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Xuebiao Wu
- Department of Pathophysiology, Gannan Medical University, Gannan, China
| | - Xiaoli Li
- R&D Department of Hangzhou, Abcam Plc, Hangzhou, China
| | - Jun Li
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Chenfang Dong
- Department of Pathology and Pathophysiology, and Department of Colorectal Surgery and Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
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28
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Lee D, Zhang MS, Tsang FHC, Bao MHR, Xu IMJ, Lai RKH, Chiu DKC, Tse APW, Law CT, Chan CYK, Yuen VWH, Chui NNQ, Ng IOL, Wong CM, Wong CCL. Adaptive and Constitutive Activations of Malic Enzymes Confer Liver Cancer Multilayered Protection Against Reactive Oxygen Species. Hepatology 2021; 74:776-796. [PMID: 33619771 DOI: 10.1002/hep.31761] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 12/18/2020] [Accepted: 01/03/2021] [Indexed: 01/02/2023]
Abstract
BACKGROUND AND AIMS HCC undergoes active metabolic reprogramming. Reactive oxygen species (ROS) are excessively generated in cancer cells and are neutralized by NADPH. Malic enzymes (MEs) are the less studied NADPH producers in cancer. APPROACH AND RESULTS We found that ME1, but not ME3, was regulated by the typical oxidative stress response pathway mediated by kelch-like ECH associated protein 1/nuclear factor erythroid 2-related factor (NRF2). Surprisingly, ME3 was constitutively induced by superenhancers. Disruption of any ME regulatory pathways decelerated HCC progression and sensitized HCC to sorafenib. Therapeutically, simultaneous blockade of NRF2 and a superenhancer complex completely impeded HCC growth. We show that superenhancers allow cancer cells to counteract the intrinsically high level of ROS through constitutively activating ME3 expression. When HCC cells encounter further episodes of ROS insult, NRF2 allows cancer cells to adapt by transcriptionally activating ME1. CONCLUSIONS Our study reveals the complementary regulatory mechanisms which control MEs and provide cancer cells multiple layers of defense against oxidative stress. Targeting both regulatory mechanisms represents a potential therapeutic approach for HCC treatment.
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Affiliation(s)
- Derek Lee
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Misty Shuo Zhang
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Felice Ho-Ching Tsang
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Macus Hao-Ran Bao
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Iris Ming-Jing Xu
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Robin Kit-Ho Lai
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - David Kung-Chun Chiu
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Aki Pui-Wah Tse
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Cheuk-Ting Law
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Cerise Yuen-Ki Chan
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Vincent Wai-Hin Yuen
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Noreen Nog-Qin Chui
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong
| | - Irene Oi-Lin Ng
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong.,State Key Laboratory of Liver ResearchThe University of Hong KongHong KongHong Kong
| | - Chun-Ming Wong
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong.,State Key Laboratory of Liver ResearchThe University of Hong KongHong KongHong Kong
| | - Carmen Chak-Lui Wong
- Department of PathologyLi Ka Shing Faculty of MedicineThe University of Hong KongHong KongHong Kong.,State Key Laboratory of Liver ResearchThe University of Hong KongHong KongHong Kong
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29
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Ma L, Xiu G, Muscat J, Sinha R, Sun D, Xiu G. Comparative proteomic analysis of exhaled breath condensate between lung adenocarcinoma and CT-detected benign pulmonary nodule patients. Cancer Biomark 2021; 34:163-174. [PMID: 34334381 DOI: 10.3233/cbm-203269] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Lung cancer is the leading cause of cancer mortality worldwide. The collection of exhaled breath condensate (EBC) is a non-invasive method that may have enormous potential as a biomarker for the early detection of lung cancer. OBJECTIVE To investigate the proteomic differences of EBC between lung cancer and CT-detected benign nodule patients, and determine whether these proteins could be potential biomarkers. METHODS Proteomic analysis was performed on individual samples from 10 lung cancer patients and 10 CT-detected benign nodule patients using data-independent acquisition (DIA) mass spectrometry. RESULTS A total of 1,254 proteins were identified, and 21 proteins were differentially expressed in the lung adenocarcinoma group compared to the benign nodule group (p< 0.05). The GO analysis showed that most of these proteins were involved in neutrophil-related biological processes, and the KEGG analysis showed these proteins were mostly annotated to pyruvate and propanoate metabolism. Through protein-protein interactions (PPIs) analysis, ME1 and LDHB contributed most to the interaction-network of these proteins. CONCLUSION Significantly differentially expressed proteins were detected between lung cancer and the CT-detected benign nodule group from EBC samples, and these proteins might serve as potential novel biomarkers of EBC for early lung cancer detection.
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Affiliation(s)
- Lin Ma
- State Environmental Protection Key Lab of Environmental Risk Assessment and Control on Chemical Processes, School of Resources and Environmental Engineering, East China University of Science and Technology, Shanghai, China.,Department of Public Health Sciences, The Pennsylvania State University College of Medicine, Penn State Hershey Medical Center, PA, USA
| | | | - Joshua Muscat
- Department of Public Health Sciences, The Pennsylvania State University College of Medicine, Penn State Hershey Medical Center, PA, USA
| | - Raghu Sinha
- Department of Biochemistry and Molecular Biology Penn State Hershey Medical Center, PA, USA
| | - Dongxiao Sun
- Department of Pharmacology, Mass Spectrometry Core Facility, The Pennsylvania State University, PA, USA
| | - Guangli Xiu
- State Environmental Protection Key Lab of Environmental Risk Assessment and Control on Chemical Processes, School of Resources and Environmental Engineering, East China University of Science and Technology, Shanghai, China
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30
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Wang W, Zhang C, Yu Q, Zheng X, Yin C, Yan X, Liu G, Song Z. Development of a novel lipid metabolism-based risk score model in hepatocellular carcinoma patients. BMC Gastroenterol 2021; 21:68. [PMID: 33579192 PMCID: PMC7881464 DOI: 10.1186/s12876-021-01638-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 01/28/2021] [Accepted: 02/02/2021] [Indexed: 02/08/2023] Open
Abstract
Background Liver cancer is one of the most common malignancies worldwide. HCC (hepatocellular carcinoma) is the predominant pathological type of liver cancer, accounting for approximately 75–85 % of all liver cancers. Lipid metabolic reprogramming has emerged as an important feature of HCC. However, the influence of lipid metabolism-related gene expression in HCC patient prognosis remains unknown. In this study, we performed a comprehensive analysis of HCC gene expression data from TCGA (The Cancer Genome Atlas) to acquire further insight into the role of lipid metabolism-related genes in HCC patient prognosis. Methods We analyzed the mRNA expression profiles of 424 HCC patients from the TCGA database. GSEA(Gene Set Enrichment Analysis) was performed to identify lipid metabolism-related gene sets associated with HCC. We performed univariate Cox regression and LASSO(least absolute shrinkage and selection operator) regression analyses to identify genes with prognostic value and develop a prognostic model, which was tested in a validation cohort. We performed Kaplan-Meier survival and ROC (receiver operating characteristic) analyses to evaluate the performance of the model. Results We identified three lipid metabolism-related genes (ME1, MED10, MED22) with prognostic value in HCC and used them to calculate a risk score for each HCC patient. High-risk HCC patients exhibited a significantly lower survival rate than low-risk patients. Multivariate Cox regression analysis revealed that the 3-gene signature was an independent prognostic factor in HCC. Furthermore, the signature provided a highly accurate prediction of HCC patient prognosis. Conclusions We identified three lipid-metabolism-related genes that are upregulated in HCC tissues and established a 3-gene signature-based risk model that can accurately predict HCC patient prognosis. Our findings support the strong links between lipid metabolism and HCC and may facilitate the development of new metabolism-targeted treatment approaches for HCC.
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Affiliation(s)
- Wenjie Wang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Chen Zhang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Qihong Yu
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China.,Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China.,Clinical Medical Research Center of Hepatic Surgery at Hubei Province, Wuhan, China
| | - Xichuan Zheng
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Chuanzheng Yin
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Xueke Yan
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Gang Liu
- School of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Zifang Song
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China.
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31
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Simmen FA, Alhallak I, Simmen RCM. Malic enzyme 1 (ME1) in the biology of cancer: it is not just intermediary metabolism. J Mol Endocrinol 2020; 65:R77-R90. [PMID: 33064660 PMCID: PMC7577320 DOI: 10.1530/jme-20-0176] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 09/11/2020] [Indexed: 12/25/2022]
Abstract
Malic enzyme 1 (ME1) is a cytosolic protein that catalyzes the conversion of malate to pyruvate while concomitantly generating NADPH from NADP. Early studies identified ME1 as a mediator of intermediary metabolism primarily through its participatory roles in lipid and cholesterol biosynthesis. ME1 was one of the first identified insulin-regulated genes in liver and adipose and is a transcriptional target of thyroxine. Multiple studies have since documented that ME1 is pro-oncogenic in numerous epithelial cancers. In tumor cells, the reduction of ME1 gene expression or the inhibition of its activity resulted in decreases in proliferation, epithelial-to-mesenchymal transition and in vitro migration, and conversely, in promotion of oxidative stress, apoptosis and/or cellular senescence. Here, we integrate recent findings to highlight ME1's role in oncogenesis, provide a rationale for its nexus with metabolic syndrome and diabetes, and raise the prospects of targeting the cytosolic NADPH network to improve therapeutic approaches against multiple cancers.
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Affiliation(s)
- Frank A Simmen
- Department of Physiology and Biophysics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- The Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Iad Alhallak
- Department of Physiology and Biophysics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Rosalia C M Simmen
- Department of Physiology and Biophysics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- The Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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32
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NADPH homeostasis in cancer: functions, mechanisms and therapeutic implications. Signal Transduct Target Ther 2020; 5:231. [PMID: 33028807 PMCID: PMC7542157 DOI: 10.1038/s41392-020-00326-0] [Citation(s) in RCA: 288] [Impact Index Per Article: 57.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 08/09/2020] [Accepted: 09/14/2020] [Indexed: 02/08/2023] Open
Abstract
Nicotinamide adenine dinucleotide phosphate (NADPH) is an essential electron donor in all organisms, and provides the reducing power for anabolic reactions and redox balance. NADPH homeostasis is regulated by varied signaling pathways and several metabolic enzymes that undergo adaptive alteration in cancer cells. The metabolic reprogramming of NADPH renders cancer cells both highly dependent on this metabolic network for antioxidant capacity and more susceptible to oxidative stress. Modulating the unique NADPH homeostasis of cancer cells might be an effective strategy to eliminate these cells. In this review, we summarize the current existing literatures on NADPH homeostasis, including its biological functions, regulatory mechanisms and the corresponding therapeutic interventions in human cancers, providing insights into therapeutic implications of targeting NADPH metabolism and the associated mechanism for cancer therapy.
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33
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Nakashima C, Kirita T, Yamamoto K, Mori S, Luo Y, Sasaki T, Fujii K, Ohmori H, Kawahara I, Mori T, Goto K, Kishi S, Fujiwara-Tani R, Kuniyasu H. Malic Enzyme 1 Is Associated with Tumor Budding in Oral Squamous Cell Carcinomas. Int J Mol Sci 2020; 21:ijms21197149. [PMID: 32998265 PMCID: PMC7582746 DOI: 10.3390/ijms21197149] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 09/23/2020] [Accepted: 09/24/2020] [Indexed: 12/14/2022] Open
Abstract
Budding at the tumor invasive front has been correlated with the malignant properties of many cancers. Malic enzyme 1 (ME1) promotes the Warburg effect in cancer cells and induces epithelial–mesenchymal transition (EMT) in oral squamous cell carcinoma (OSCC). Therefore, we investigated the role of ME1 in tumor budding in OSCC. Tumor budding was measured in 96 human OSCCs by immunostaining for an epithelial marker (AE1/AE3), and its expression was compared with that of ME1. A significant correlation was observed between tumor budding and ME1 expression. The correlation increased with the progression of cancer. In human OSCC cells, lactate secretion decreased when lactate fermentation was suppressed by knockdown of ME1 and lactate dehydrogenase A or inhibition of pyruvate dehydrogenase (PDH) kinase. Furthermore, the extracellular pH increased, and the EMT phenotype was suppressed. In contrast, when oxidative phosphorylation was suppressed by PDH knockdown, lactate secretion increased, extracellular pH decreased, and the EMT phenotype was promoted. Induction of chemical hypoxia in OSCC cells by CoCl2 treatment resulted in increased ME1 expression along with HIF1α expression and promotion of the EMT phenotype. Hypoxic conditions also increased matrix metalloproteinases expression and decreased mitochondrial membrane potential, mitochondrial oxidative stress, and extracellular pH. Furthermore, the hypoxic treatment resulted in the activation of Yes-associated protein (YAP), which was abolished by ME1 knockdown. These findings suggest that cancer cells at the tumor front in hypoxic environments increase their lactate secretion by switching their energy metabolism from oxidative phosphorylation to glycolysis owing to ME1 overexpression, decrease in extracellular pH, and YAP activation. These alterations enhance EMT and the subsequent tumor budding. Tumor budding and ME1 expression are thus considered useful markers of OSCC malignancy, and ME1 is expected to be a relevant target for molecular therapy.
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MESH Headings
- Adaptor Proteins, Signal Transducing/genetics
- Adaptor Proteins, Signal Transducing/metabolism
- Aged
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/metabolism
- Carcinoma, Squamous Cell/pathology
- Cell Hypoxia
- Cell Line, Tumor
- Cell Proliferation
- Disease Progression
- Epithelial-Mesenchymal Transition/genetics
- Female
- Gene Expression Regulation, Neoplastic
- Glycolysis/genetics
- Humans
- Hydrogen-Ion Concentration
- Hypoxia-Inducible Factor 1, alpha Subunit/genetics
- Hypoxia-Inducible Factor 1, alpha Subunit/metabolism
- L-Lactate Dehydrogenase/antagonists & inhibitors
- L-Lactate Dehydrogenase/genetics
- L-Lactate Dehydrogenase/metabolism
- Lymphatic Metastasis
- Malate Dehydrogenase/antagonists & inhibitors
- Malate Dehydrogenase/genetics
- Malate Dehydrogenase/metabolism
- Male
- Middle Aged
- Monocarboxylic Acid Transporters/antagonists & inhibitors
- Monocarboxylic Acid Transporters/genetics
- Monocarboxylic Acid Transporters/metabolism
- Mouth Neoplasms/genetics
- Mouth Neoplasms/metabolism
- Mouth Neoplasms/pathology
- Oxidative Phosphorylation
- Pyruvate Dehydrogenase Acetyl-Transferring Kinase/antagonists & inhibitors
- Pyruvate Dehydrogenase Acetyl-Transferring Kinase/genetics
- Pyruvate Dehydrogenase Acetyl-Transferring Kinase/metabolism
- RNA, Small Interfering/genetics
- RNA, Small Interfering/metabolism
- Signal Transduction
- Symporters/antagonists & inhibitors
- Symporters/genetics
- Symporters/metabolism
- Transcription Factors/genetics
- Transcription Factors/metabolism
- YAP-Signaling Proteins
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Affiliation(s)
- Chie Nakashima
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
- Department of Oral and Maxillofacial Surgery, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan;
| | - Tadaaki Kirita
- Department of Oral and Maxillofacial Surgery, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan;
- Correspondence: (T.K.); (H.K.); Tel.: +81-744-22-3051 (T.K. & H.K.); Fax: +81-744-25-7308 (H.K.)
| | - Kazuhiko Yamamoto
- Department of Oral and Maxillofacial Surgery, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8522, Japan;
| | - Shiori Mori
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Yi Luo
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, Nantong University, Nantong 226001, China;
| | - Takamitsu Sasaki
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Kiyomu Fujii
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Hitoshi Ohmori
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Isao Kawahara
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Takuya Mori
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Kei Goto
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Shingo Kishi
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Rina Fujiwara-Tani
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
| | - Hiroki Kuniyasu
- Department of Molecular Pathology, Nara Medical University, 840 Shijo-cho, Kashihara, Nara 634-8521, Japan; (C.N.); (S.M.); (T.S.); (K.F.); (H.O.); (I.K.); (T.M.); (K.G.); (S.K.); (R.F.-T.)
- Correspondence: (T.K.); (H.K.); Tel.: +81-744-22-3051 (T.K. & H.K.); Fax: +81-744-25-7308 (H.K.)
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Liu C, Cao J, Lin S, Zhao Y, Zhu M, Tao Z, Hu X. Malic Enzyme 1 Indicates Worse Prognosis in Breast Cancer and Promotes Metastasis by Manipulating Reactive Oxygen Species. Onco Targets Ther 2020; 13:8735-8747. [PMID: 32922044 PMCID: PMC7457736 DOI: 10.2147/ott.s256970] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 08/10/2020] [Indexed: 01/28/2023] Open
Abstract
Purpose Malic enzyme 1 (ME1) catalyzes malate to pyruvate and thus promotes glycolysis. Its function in breast cancer remains to be fully clarified. The aim of this work was to investigate the prognostic value of ME1 and its possible mechanism in breast cancer. Methods We evaluated ME1 expression in 220 early breast cancer patients with tissue microarray-based immunohistochemistry and explored the relationships between ME1 expression and clinicopathological features. Survival analyses were further performed to determine its prognostic value. The public database was used to confirm tissue microarray results. Further, cell proliferation, migration, invasion ability and reactive oxygen species (ROS) were examined in breast cancer cells. Results In breast cancer tissues, high ME1 expression was significantly associated with larger tumor size, higher incidence of lymph node metastasis and higher incidence of lymph-vascular invasion. High ME1 expression significantly correlated with worse recurrence-free survival (RFS), and was an independent prognostic factor for RFS, which was confirmed by mRNA results in the public database. In vitro, upregulation of ME1 by transfecting MCF-7 cells with virus vector remarkably enhanced viability, motility and epithelial–mesenchymal transition (EMT) and decreased ROS levels, whereas knockdown in MDA-MB-468 cells produced totally opposite effects as expected. When pretreated with oxidizing agent, MCF-7 cells overexpressing ME1 lost its motility, whereas MDA-MB-468 cells with knockdown of ME1 restored its motility when pretreated with antioxidant. Conclusion To our knowledge, these clinical and experiment works first suggested that ME1 may be a novel biomarker and potential therapeutic target for breast cancer metastasis, and its biological effect is mainly controlled by manipulating ROS.
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Affiliation(s)
- Chang Liu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Jun Cao
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Shuchen Lin
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Yannan Zhao
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Mingyu Zhu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Zhonghua Tao
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Xichun Hu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
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Shao C, Lu W, Du Y, Yan W, Bao Q, Tian Y, Wang G, Ye H, Hao H. Cytosolic ME1 integrated with mitochondrial IDH2 supports tumor growth and metastasis. Redox Biol 2020; 36:101685. [PMID: 32853879 PMCID: PMC7452056 DOI: 10.1016/j.redox.2020.101685] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/28/2020] [Accepted: 08/11/2020] [Indexed: 12/19/2022] Open
Abstract
NADPH is a pivotal cofactor that maintains redox homeostasis and lipogenesis in cancer cells and interference with NADPH production is a promising approach for treating cancer. However, how normal and cancer cells differentially exploit NADPH-producing pathways is unclear, and selective approaches to targeting NADPH are lacking. Here, we show that the assayed cancer cell lines preferentially depend on ME1-mediated NADPH production. ME1 knockdown increases intracellular ROS levels and impairs lipogenesis in cancer cells, leading to retarded proliferation and increased anoikis, while sparing normal cells. Notably, ME1 interference ultimately resulted in adaptive upregulation of mitochondrial IDH2 dependent of AMPK-FoxO1 activation to replenish the NADPH pool and mitigate cytosolic ROS. Combining ME1 ablation and IDH2 inhibition drastically reduces intracellular NADPH and prevents resistance to ME1 interference, resulting in increased apoptosis and impeded tumor growth and metastasis. This study demonstrates that cytosolic ME1 integrated with mitochondrial IDH2 is essential for tumor growth and metastasis, thereby highlighting the blockade of metabolic compensation by disrupting mitochondrial-cytosol NADPH transport as a promising approach to selectively targeting NADPH in cancer cells that rely on NADPH-driven antioxidant systems. NADPH is vital in mitigating ROS stress and supporting lipogenesis in cancer cells. Certain cancer cells preferentially depend on ME1-mediated NADPH production route. ME1 knockdown adaptively upregulates IDH2 dependent of AMPK-FoxO1 axis. Compensatory IDH2 contributes to replenish the NADPH pool and mitigates ROS. Combined targeting ME1 and IDH2 depletes NADPH and inhibits tumor growth and metastasis.
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Affiliation(s)
- Chang Shao
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China; School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China; Pharmacy Department, Shenzhen Luohu People's Hospital, Youyi Road No. 47, Shenzhen, 518000, China
| | - Wenjie Lu
- School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China
| | - Ye Du
- Department of Breast Surgery, The First Hospital of Jilin University, Changchun, 130021, Jilin, China
| | - Wenchao Yan
- School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China
| | - Qiuyu Bao
- School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China
| | - Yang Tian
- School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China
| | - Guangji Wang
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China; Pharmacy Department, Shenzhen Luohu People's Hospital, Youyi Road No. 47, Shenzhen, 518000, China
| | - Hui Ye
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China.
| | - Haiping Hao
- Jiangsu Provincial Key Laboratory of Drug Metabolism and Pharmacokinetics, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China; School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, Jiangsu, China; Pharmacy Department, Shenzhen Luohu People's Hospital, Youyi Road No. 47, Shenzhen, 518000, China.
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Ayaz-Guner S, Alessio N, Acar MB, Aprile D, Özcan S, Di Bernardo G, Peluso G, Galderisi U. A comparative study on normal and obese mice indicates that the secretome of mesenchymal stromal cells is influenced by tissue environment and physiopathological conditions. Cell Commun Signal 2020; 18:118. [PMID: 32727501 PMCID: PMC7388533 DOI: 10.1186/s12964-020-00614-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/23/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The term mesenchymal stromal cells (MSCs) designates an assorted cell population comprised of stem cells, progenitor cells, fibroblasts, and stromal cells. MSCs contribute to the homeostatic maintenance of many organs through paracrine and long-distance signaling. Tissue environment, in both physiological and pathological conditions, may affect the intercellular communication of MSCs. METHODS We performed a secretome analysis of MSCs isolated from subcutaneous adipose tissue (sWAT) and visceral adipose tissue (vWAT), and from bone marrow (BM), of normal and obese mice. RESULTS The MSCs isolated from tissues of healthy mice share a common core of released factors: components of cytoskeletal and extracellular structures; regulators of basic cellular functions, such as protein synthesis and degradation; modulators of endoplasmic reticulum stress; and counteracting oxidative stress. It can be hypothesized that MSC secretome beneficially affects target cells by the horizontal transfer of many released factors. Each type of MSC may exert specific signaling functions, which could be determined by looking at the many factors that are exclusively released from every MSC type. The vWAT-MSCs release factors that play a role in detoxification activity in response to toxic substances and drugs. The sWAT-MSC secretome contains proteins involved in in chondrogenesis, osteogenesis, and angiogenesis. Analysis of BM-MSC secretome revealed that these cells exert a signaling function by remodeling extracellular matrix structures, such as those containing glycosaminoglycans. Obesity status profoundly modified the secretome content of MSCs, impairing the above-described activity and promoting the release of inflammatory factors. CONCLUSION We demonstrated that the content of MSC secretomes depends on tissue microenvironment and that pathological condition may profoundly alter its composition. Video abstract.
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Affiliation(s)
- Serife Ayaz-Guner
- Department of Molecular Biology and Genetics, Faculty of Life and Natural Science, Abdullah Gül University, Kayseri, Turkey
| | - Nicola Alessio
- Department of Experimental Medicine, Luigi Vanvitelli Campania University, Naples, Italy
| | - Mustafa B. Acar
- Genome and Stem Cell Center (GENKOK), Erciyes University, Kayseri, Turkey
- Department of Biology, Faculty of Sciences; Erciyes University, Kayseri, Turkey
| | - Domenico Aprile
- Department of Experimental Medicine, Luigi Vanvitelli Campania University, Naples, Italy
| | - Servet Özcan
- Genome and Stem Cell Center (GENKOK), Erciyes University, Kayseri, Turkey
- Department of Biology, Faculty of Sciences; Erciyes University, Kayseri, Turkey
| | - Giovanni Di Bernardo
- Department of Experimental Medicine, Luigi Vanvitelli Campania University, Naples, Italy
| | | | - Umberto Galderisi
- Department of Experimental Medicine, Luigi Vanvitelli Campania University, Naples, Italy
- Genome and Stem Cell Center (GENKOK), Erciyes University, Kayseri, Turkey
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, Temple University, 1900 N. 12th St, Philadelphia, PA 19107-6799 USA
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Zhu Z, Li L, Xu J, Ye W, Chen B, Zeng J, Huang Z. Comprehensive analysis reveals a metabolic ten-gene signature in hepatocellular carcinoma. PeerJ 2020; 8:e9201. [PMID: 32518728 PMCID: PMC7258935 DOI: 10.7717/peerj.9201] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 04/24/2020] [Indexed: 12/17/2022] Open
Abstract
Background Due to the complicated molecular and cellular heterogeneity in hepatocellular carcinoma (HCC), the morbidity and mortality still remains high level in the world. However, the number of novel metabolic biomarkers and prognostic models could be applied to predict the survival of HCC patients is still small. In this study, we constructed a metabolic gene signature by systematically analyzing the data from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO) and International Cancer Genome Consortium (ICGC). Methods Differentially expressed genes (DEGs) between tumors and paired non-tumor samples of 50 patients from TCGA dataset were calculated for subsequent analysis. Univariate cox proportional hazard regression and LASSO analysis were performed to construct a gene signature. The Kaplan–Meier analysis, time-dependent receiver operating characteristic (ROC), Univariate and Multivariate Cox regression analysis, stratification analysis were used to assess the prognostic value of the gene signature. Furthermore, the reliability and validity were validated in four types of testing cohorts. Moreover, the diagnostic capability of the gene signature was investigated to further explore the clinical significance. Finally, Go enrichment analysis and Gene Set Enrichment Analysis (GSEA) have been performed to reveal the different biological processes and signaling pathways which were active in high risk or low risk group. Results Ten prognostic genes were identified and a gene signature were constructed to predict overall survival (OS). The gene signature has demonstrated an excellent ability for predicting survival prognosis. Univariate and Multivariate analysis revealed the gene signature was an independent prognostic factor. Furthermore, stratification analysis indicated the model was a clinically and statistically significant for all subgroups. Moreover, the gene signature demonstrated a high diagnostic capability in differentiating normal tissue and HCC. Finally, several significant biological processes and pathways have been identified to provide new insights into the development of HCC. Conclusion The study have identified ten metabolic prognostic genes and developed a prognostic gene signature to provide more powerful prognostic information and improve the survival prediction for HCC.
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Affiliation(s)
- Zhipeng Zhu
- Department of Gastrointestinal Surgery, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Lulu Li
- Department of Gastrointestinal Surgery, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Jiuhua Xu
- Department of Clinical Medicine, Fujian Medical University, Xiamen, Fujian, China
| | - Weipeng Ye
- Department of Clinical Medicine, Fujian Medical University, Xiamen, Fujian, China
| | - Borong Chen
- Department of Gastrointestinal Surgery, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Junjie Zeng
- Department of Gastrointestinal Surgery, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Zhengjie Huang
- Department of Gastrointestinal Surgery, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China.,Department of Clinical Medicine, Fujian Medical University, Xiamen, Fujian, China
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Huang P, Liao R, Chen X, Wu X, Li X, Wang Y, Cao Q, Dong C. Nuclear translocation of PLSCR1 activates STAT1 signaling in basal-like breast cancer. Theranostics 2020; 10:4644-4658. [PMID: 32292520 PMCID: PMC7150476 DOI: 10.7150/thno.43150] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 03/05/2020] [Indexed: 12/22/2022] Open
Abstract
Rationale: Basal-like breast cancer (BLBC) is associated with high grade, distant metastasis, and poor prognosis; however, the mechanism underlying aggressiveness of BLBC is still unclear. Emerging evidence has suggested that phospholipid scramblase 1 (PLSCR1) is involved in tumor progression. Here, we aimed to study the possible involvement and molecular mechanisms of PLSCR1 contributing to the aggressive behavior of BLBC. Methods: The potential functions of PLSCR1 in breast cancer cells were assessed by Western blotting, colony formation, migration and invasion, Cell Counting Kit-8 assay, mammosphere formation and flow cytometry. The relationship between nuclear translocation of PLSCR1 and transactivation of STAT1 was examined by immunostaining, co-IP, ChIP, and quantitative reverse transcription PCR. The effect of PLSCR1 expression on BLBC cells was determined by in vitro and in vivo tumorigenesis and a lung metastasis mouse model. Results: Compared to other subtypes, PLSCR1 was considerably increased in BLBC. Phosphorylation of PLSCR1 at Tyr 69/74 contributed to the nuclear translocation of this protein. PLSCR1 was enriched in the promoter region of STAT1 and enhanced STAT3 binding to the STAT1 promoter, resulting in transactivation of STAT1; STAT1 then enhanced cancer stem cell (CSC)-like properties that promoted BLBC progression. The knockdown of PLSCR1 led to significant inhibitory effects on proliferation, migration, invasion, tumor growth and lung metastasis of BLBC cells. Clinically, high PLSCR1 expression was strongly correlated with large tumor size, high grade, metastasis, chemotherapy resistance, and poor survival, indicating poor prognosis in breast cancer patients. Conclusions: Our data show that overexpression and nuclear translocation of PLSCR1 provide tumorigenic and metastatic advantages by activating STAT1 signaling in BLBC. This study not only reveals a critical mechanism of how PLSCR1 contributes to BLBC progression, but also suggests potential prognostic indicators and therapeutic targets for this challenging disease.
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Fasting Induces Hepatocellular Carcinoma Cell Apoptosis by Inhibiting SET8 Expression. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2020; 2020:3985089. [PMID: 32273943 PMCID: PMC7115168 DOI: 10.1155/2020/3985089] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Accepted: 12/26/2019] [Indexed: 12/14/2022]
Abstract
Background Hepatocellular carcinoma (HCC) is a life-threatening cancer, and the Kelch-like ECH-associated protein 1 (Keap1)/NF-E2-related factor 2 (Nrf2)/antioxidant response element (ARE) signalling pathway plays a crucial role in apoptosis resistance in cancer cells. Fasting is reported to mediate tumour growth reduction and apoptosis. SET8 is involved in cancer proliferation, invasiveness, and migration. However, whether SET8 participates in fasting-mediated apoptosis in HCC remains unclear. Methods We used immunohistochemical staining to analyse the expression of SET8, Keap1, and Nrf2 in HCC tissues. Cell viability, apoptosis, and cellular reactive oxygen species (ROS) were assessed, and Western blot and qPCR analyses were used to examine the expression of Keap1/Nrf2 in HCC cells under fasting, SET8 overexpression, and PGC1α overexpression conditions. Mass spectrometry, coimmunoprecipitation, and confocal microscopy were used to determine whether PGC1α overexpression conditions. Mass spectrometry, coimmunoprecipitation, and confocal microscopy were used to determine whether PGC1In vivo experiments were performed to verify the conclusions from the in vitro experiments. Results Our data indicate that SET8 expression is associated with poor survival in HCC patients. Both in vitro experiments. in vivo experiments were performed to verify the conclusions from the α overexpression conditions. Mass spectrometry, coimmunoprecipitation, and confocal microscopy were used to determine whether PGC1α overexpression conditions. Mass spectrometry, coimmunoprecipitation, and confocal microscopy were used to determine whether PGC1 Conclusions The results of our study demonstrate that fasting induces HCC apoptosis by inhibiting SET8 expression and that SET8 interacts with PGC1α to activate the Nrf2/ARE signalling pathway by inhibiting Keap1 expression.α overexpression conditions. Mass spectrometry, coimmunoprecipitation, and confocal microscopy were used to determine whether PGC1
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Wang Z, Jiang Q, Dong C. Metabolic reprogramming in triple-negative breast cancer. Cancer Biol Med 2020; 17:44-59. [PMID: 32296576 PMCID: PMC7142847 DOI: 10.20892/j.issn.2095-3941.2019.0210] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 08/30/2019] [Indexed: 02/06/2023] Open
Abstract
Since triple-negative breast cancer (TNBC) was first defined over a decade ago, increasing studies have focused on its genetic and molecular characteristics. Patients diagnosed with TNBC, compared to those diagnosed with other breast cancer subtypes, have relatively poor outcomes due to high tumor aggressiveness and lack of targeted treatment. Metabolic reprogramming, an emerging hallmark of cancer, is hijacked by TNBC to fulfill bioenergetic and biosynthetic demands; maintain the redox balance; and further promote oncogenic signaling, cell proliferation, and metastasis. Understanding the mechanisms of metabolic remodeling may guide the design of metabolic strategies for the effective intervention of TNBC. Here, we review the metabolic reprogramming of glycolysis, oxidative phosphorylation, amino acid metabolism, lipid metabolism, and other branched pathways in TNBC and explore opportunities for new biomarkers, imaging modalities, and metabolically targeted therapies.
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Affiliation(s)
- Zhanyu Wang
- Department of Surgical Oncology (Breast Center) of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Qianjin Jiang
- Department of Pathology and Pathophysiology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Chenfang Dong
- Department of Surgical Oncology (Breast Center) of The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
- Department of Pathology and Pathophysiology, Zhejiang University School of Medicine, Hangzhou 310058, China
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