1
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Zhang J, Yimamu M, Cheng Z, Ji J, Wu L, Feng J, Xu X, Wu J, Guo C. TRIM47-CDO1 axis dictates hepatocellular carcinoma progression by modulating ferroptotic cell death through the ubiquitin‒proteasome system. Free Radic Biol Med 2024; 219:31-48. [PMID: 38614226 DOI: 10.1016/j.freeradbiomed.2024.04.222] [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: 03/11/2024] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/15/2024]
Abstract
Hepatocellular carcinoma (HCC) is the predominant form of liver cancer, characterized by high morbidity and mortality rates, as well as unfavorable treatment outcomes. Tripartite motif-containing protein 47 (TRIM47) has been implicated in various diseases including tumor progression with the activity of E3 ubiquitin ligase. However, the precise regulatory mechanisms underlying the involvement of TRIM47 in HCC remain largely unexplored. Here, we provide evidence that TRIM47 exhibits heightened expression in tumor tissues, and its expression is in intimate association with clinical staging and patient prognosis. TRIM47 promotes HCC proliferation, migration, and invasion as an oncogene by in vitro gain- and loss-of-function experiments. TRIM47 knockdown results in HCC ferroptosis induction, primarily through CDO1 involvement to regulate GSH synthesis. Subsequent experiments confirm the interaction between TRIM47 and CDO1 dependent on B30.2 domain, wherein TRIM47 facilitates K48-linked ubiquitination, leading to a decrease in CDO1 protein abundance in HCC. Furthermore, CDO1 is able to counteract the promotional effect of TRIM47 on HCC biological functions. Overall, our research provides novel insight into the mechanism of TRIM47 in CDO1-mediated ferroptosis in HCC cells, highlighting its value as a potential target candidate for HCC therapeutic approaches.
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Affiliation(s)
- Jie Zhang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Malire Yimamu
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Ziqi Cheng
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Jie Ji
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Liwei Wu
- Department of Gastroenterology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China
| | - Jiao Feng
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China.
| | - Xuanfu Xu
- Department of Gastroenterology, Shidong Hospital, University of Shanghai for Science and Technology, Shanghai, 200433, China.
| | - Jianye Wu
- Department of Gastroenterology, Putuo People's Hospital, Tongji University, Shanghai, 200060, China.
| | - Chuanyong Guo
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China.
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Hou J, Wang B, Li J, Liu W. Ferroptosis and its role in gastric and colorectal cancers. THE KOREAN JOURNAL OF PHYSIOLOGY & PHARMACOLOGY : OFFICIAL JOURNAL OF THE KOREAN PHYSIOLOGICAL SOCIETY AND THE KOREAN SOCIETY OF PHARMACOLOGY 2024; 28:183-196. [PMID: 38682167 PMCID: PMC11058540 DOI: 10.4196/kjpp.2024.28.3.183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 11/27/2023] [Accepted: 12/05/2023] [Indexed: 05/01/2024]
Abstract
Ferroptosis is a novel mechanism of programmed cell death, characterized by intracellular iron overload, intensified lipid peroxidation, and abnormal accumulation of reactive oxygen species, which ultimately resulting in cell membrane impairment and demise. Research has revealed that cancer cells exhibit a greater demand for iron compared to normal cells, indicating a potential susceptibility of cancer cells to ferroptosis. Stomach and colorectal cancers are common gastrointestinal malignancies, and their elevated occurrence and mortality rates render them a global health concern. Despite significant advancements in medical treatments, certain unfavorable consequences and drug resistance persist. Consequently, directing attention towards the phenomenon of ferroptosis in gastric and colorectal cancers holds promise for enhancing therapeutic efficacy. This review aims to elucidate the intricate cellular metabolism associated with ferroptosis, encompassing lipid and amino acid metabolism, as well as iron metabolic processes. Furthermore, the significance of ferroptosis in the context of gastric and colorectal cancer is thoroughly examined and discussed.
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Affiliation(s)
- Jinxiu Hou
- School of Anesthesiology, Weifang Medical University, Weifang 261053, Shandong, China
| | - Bo Wang
- School of Anesthesiology, Weifang Medical University, Weifang 261053, Shandong, China
| | - Jing Li
- Department of Gastroenterology, Weifang People’s Hospital, Weifang 261041, Shandong, China
| | - Wenbo Liu
- Central Laboratory, The First Affiliated Hospital of Weifang Medical University, Weifang 261041, Shandong, China
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Chen X, Poetsch A. The Role of Cdo1 in Ferroptosis and Apoptosis in Cancer. Biomedicines 2024; 12:918. [PMID: 38672271 PMCID: PMC11047957 DOI: 10.3390/biomedicines12040918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/08/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
Cysteine dioxygenase type 1 (Cdo1) is a tumor suppressor gene. It regulates the metabolism of cysteine, thereby influencing the cellular antioxidative capacity. This function puts Cdo1 in a prominent position to promote ferroptosis and apoptosis. Cdo1 promotes ferroptosis mainly by decreasing the amounts of antioxidants, leading to autoperoxidation of the cell membrane through Fenton reaction. Cdo1 promotes apoptosis mainly through the product of cysteine metabolism, taurine, and low level of antioxidants. Many cancers exhibit altered function of Cdo1, underscoring its crucial role in cancer cell survival. Genetic and epigenetic alterations have been found, with methylation of Cdo1 promoter as the most common mutation. The fact that no cancer was found to be caused by altered Cdo1 function alone indicates that the tumor suppressor role of Cdo1 is mild. By compiling the current knowledge about apoptosis, ferroptosis, and the role of Cdo1, this review suggests possibilities for how the mild anticancer role of Cdo1 could be harnessed in new cancer therapies. Here, developing drugs targeting Cdo1 is considered meaningful in neoadjuvant therapies, for example, helping against the development of anti-cancer drug resistance in tumor cells.
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Affiliation(s)
| | - Ansgar Poetsch
- Queen Mary School, Nanchang University, Nanchang 330047, China;
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4
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Chen J, Matye D, Dai Clayton Y, Du Y, Nazmul Hasan M, Gu L, Li T. Deletion of hepatocyte cysteine dioxygenase type 1, a bile acid repressed gene, enhances glutathione synthesis and ameliorates acetaminophen hepatotoxicity. Biochem Pharmacol 2024; 222:116103. [PMID: 38428825 PMCID: PMC10976970 DOI: 10.1016/j.bcp.2024.116103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 01/28/2024] [Accepted: 02/27/2024] [Indexed: 03/03/2024]
Abstract
Liver is a major organ that metabolizes sulfur amino acids cysteine, which is the substrate for the synthesis of many essential cellular molecules including GSH, taurine, and coenzyme A. Bile acid-activated farnesoid x receptor (FXR) inhibits cysteine dioxygenase type 1 (CDO1), which mediates hepatic cysteine catabolism and taurine synthesis. To define the impact of bile acid inhibition of CDO1 on hepatic sulfur amino acid metabolism and antioxidant capacity, we developed hepatocyte-specific CDO1 knockout mice (Hep-CDO1 KO) and hepatocyte specific CDO1 transgenic mice (Hep-CDO1 Tg). Liver metabolomics revealed that genetic deletion of hepatic CDO1 reduced de novo taurine synthesis but had no impact on hepatic taurine abundance or bile acid conjugation. Consistent with reduced cysteine catabolism, Hep-CDO1 KO mice showed increased hepatic cysteine abundance but unaltered methionine cycle intermediates and coenzyme A synthesis. Upon acetaminophen overdose, Hep-CDO1 KO mice showed increased GSH synthesis capacity and alleviated liver injury. In contrast, hepatic CDO1 overexpression in Hep-CDO1 Tg mice stimulated hepatic cysteine to taurine conversion, resulting in reduced hepatic cysteine abundance. However, Hep-CDO1 Tg mice and WT showed similar susceptibility to acetaminophen-induced liver injury. Hep-CDO1 Tg mice showed similar hepatic taurine and coenzyme A compared to WT mice. In summary, these findings suggest that bile acid and FXR signaling inhibition of CDO1-mediated hepatic cysteine catabolism preferentially modulates hepatic GSH synthesis capacity and antioxidant defense, but has minimal effect on hepatic taurine and coenzyme A abundance. Repression of hepatic CDO1 may contribute to the hepatoprotective effects of FXR activation under certain pathologic conditions.
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Affiliation(s)
- Jianglei Chen
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - David Matye
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Yung Dai Clayton
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Yanhong Du
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Mohammad Nazmul Hasan
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Lijie Gu
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Tiangang Li
- Harold Hamm Diabetes Center, Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States.
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Yadav S, Yadav V, Siegler MA, Moënne-Loccoz P, Jameson GNL, Goldberg DP. A Nonheme Iron(III) Superoxide Complex Leads to Sulfur Oxygenation. J Am Chem Soc 2024; 146:7915-7921. [PMID: 38488295 DOI: 10.1021/jacs.3c12337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
A new alkylthiolate-ligated nonheme iron complex, FeII(BNPAMe2S)Br (1), is reported. Reaction of 1 with O2 at -40 °C, or reaction of the ferric form with O2•- at -80 °C, gives a rare iron(III)-superoxide intermediate, [FeIII(O2)(BNPAMe2S)]+ (2), characterized by UV-vis, 57Fe Mössbauer, ATR-FTIR, EPR, and CSIMS. Metastable 2 then converts to an S-oxygenated FeII(sulfinate) product via a sequential O atom transfer mechanism involving an iron-sulfenate intermediate. These results provide evidence for the feasibility of proposed intermediates in thiol dioxygenases.
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Affiliation(s)
- Sudha Yadav
- Department of Chemistry, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218, United States
| | - Vishal Yadav
- Department of Chemistry, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218, United States
| | - Maxime A Siegler
- Department of Chemistry, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218, United States
| | - Pierre Moënne-Loccoz
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, Oregon 97239, United States
| | - Guy N L Jameson
- School of Chemistry, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, 30 Flemington Road,Parkville, Victoria 3010, Australia
| | - David P Goldberg
- Department of Chemistry, The Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218, United States
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6
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Warnhoff K, Bhattacharya S, Snoozy J, Breen PC, Ruvkun G. Hypoxia-inducible factor induces cysteine dioxygenase and promotes cysteine homeostasis in Caenorhabditis elegans. eLife 2024; 12:RP89173. [PMID: 38349720 PMCID: PMC10942545 DOI: 10.7554/elife.89173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024] Open
Abstract
Dedicated genetic pathways regulate cysteine homeostasis. For example, high levels of cysteine activate cysteine dioxygenase, a key enzyme in cysteine catabolism in most animal and many fungal species. The mechanism by which cysteine dioxygenase is regulated is largely unknown. In an unbiased genetic screen for mutations that activate cysteine dioxygenase (cdo-1) in the nematode Caenorhabditis elegans, we isolated loss-of-function mutations in rhy-1 and egl-9, which encode proteins that negatively regulate the stability or activity of the oxygen-sensing hypoxia inducible transcription factor (hif-1). EGL-9 and HIF-1 are core members of the conserved eukaryotic hypoxia response. However, we demonstrate that the mechanism of HIF-1-mediated induction of cdo-1 is largely independent of EGL-9 prolyl hydroxylase activity and the von Hippel-Lindau E3 ubiquitin ligase, the classical hypoxia signaling pathway components. We demonstrate that C. elegans cdo-1 is transcriptionally activated by high levels of cysteine and hif-1. hif-1-dependent activation of cdo-1 occurs downstream of an H2S-sensing pathway that includes rhy-1, cysl-1, and egl-9. cdo-1 transcription is primarily activated in the hypodermis where it is also sufficient to drive sulfur amino acid metabolism. Thus, the regulation of cdo-1 by hif-1 reveals a negative feedback loop that maintains cysteine homeostasis. High levels of cysteine stimulate the production of an H2S signal. H2S then acts through the rhy-1/cysl-1/egl-9 signaling pathway to increase HIF-1-mediated transcription of cdo-1, promoting degradation of cysteine via CDO-1.
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Affiliation(s)
- Kurt Warnhoff
- Pediatrics and Rare Diseases Group, Sanford ResearchSioux FallsUnited States
- Department of Pediatrics, Sanford School of Medicine, University of South DakotaSioux FallsUnited States
| | | | - Jennifer Snoozy
- Pediatrics and Rare Diseases Group, Sanford ResearchSioux FallsUnited States
| | - Peter C Breen
- Department of Molecular Biology, Massachusetts General HospitalBostonUnited States
| | - Gary Ruvkun
- Department of Molecular Biology, Massachusetts General HospitalBostonUnited States
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7
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Li X, Zhang HS. Amino acid metabolism, redox balance and epigenetic regulation in cancer. FEBS J 2024; 291:412-429. [PMID: 37129434 DOI: 10.1111/febs.16803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 04/11/2023] [Accepted: 04/21/2023] [Indexed: 05/03/2023]
Abstract
Amino acids act as versatile nutrients driving cell growth and survival, especially in cancer cells. Amino acid metabolism comprises numerous metabolic networks and is closely linked with intracellular redox balance and epigenetic regulation. Reprogrammed amino acid metabolism has been recognized as a ubiquitous feature in tumour cells. This review outlines the metabolism of several primary amino acids in cancer cells and highlights the pivotal role of amino acid metabolism in sustaining redox homeostasis and regulating epigenetic modification in response to oxidative and genetic stress in cancer cells.
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Affiliation(s)
- Xiang Li
- Faculty of Environment and Life, Beijing University of Technology, Beijing, China
| | - Hong-Sheng Zhang
- Faculty of Environment and Life, Beijing University of Technology, Beijing, China
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8
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Feng J, Chen H, Liu Y, Ai Q, Yang Y, He W, Zhao L, Chu S, Chen N. Ferroptosis is Involved in the Pharmacological Effect of Ginsenoside. Mini Rev Med Chem 2024; 24:1228-1237. [PMID: 38213172 PMCID: PMC11337240 DOI: 10.2174/0113895575277359231210145922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 10/26/2023] [Accepted: 11/01/2023] [Indexed: 01/13/2024]
Abstract
Ginsenoside is the principal active ingredient in ginseng. Several investigations have found that ginsenosides have anti-inflammatory, antioxidant, anti-apoptotic, anti-cancer, and antiallergic activities. Ferroptosis is an iron-dependent, non-apoptotic form of cell-regulated death caused by lipid peroxidation. Iron, lipid, and amino acid metabolism orchestrate the complex ferroptosis response through direct or indirect regulation of iron accumulation or lipid peroxidation. More and more research has demonstrated that ginsenoside impacts illnesses via ferroptosis, implying that ferroptosis might be employed as a novel target of ginsenoside for disease therapy. This article examines the molecular mechanism of ferroptosis as well as the current advancement of ginsenoside in influencing disorders via ferroptosis.
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Affiliation(s)
- Juling Feng
- Hunan University of Chinese Medicine & Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, Changsha, 410208, Hunan, China
- Research lab of translational medicine, Hengyang Medical College, University of South China, Hengyang, Hunan 421001, China
| | - Haodong Chen
- Hunan University of Chinese Medicine & Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, Changsha, 410208, Hunan, China
| | - Yangbo Liu
- Hunan University of Chinese Medicine & Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, Changsha, 410208, Hunan, China
| | - Qidi Ai
- Hunan University of Chinese Medicine & Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, Changsha, 410208, Hunan, China
| | - Yantao Yang
- Hunan University of Chinese Medicine & Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, Changsha, 410208, Hunan, China
| | - Wenbin He
- Shanxi Key Laboratory of Traditional Chinese Medicine Encephalopathy, Shanxi University of Traditional Chinese Medicine, Taiyuan, 030024, China
| | - Lei Zhao
- Research lab of translational medicine, Hengyang Medical College, University of South China, Hengyang, Hunan 421001, China
| | - Shifeng Chu
- State Key Laboratory of Bioactive Substances and Functions of Natural Medicines, Institute of Materia Medica & Neuroscience Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
| | - Naihong Chen
- Hunan University of Chinese Medicine & Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, Changsha, 410208, Hunan, China
- State Key Laboratory of Bioactive Substances and Functions of Natural Medicines, Institute of Materia Medica & Neuroscience Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
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9
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Warnhoff K, Bhattacharya S, Snoozy J, Breen PC, Ruvkun G. Hypoxia-inducible factor induces cysteine dioxygenase and promotes cysteine homeostasis in Caenorhabditis elegans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.04.538701. [PMID: 37205365 PMCID: PMC10187278 DOI: 10.1101/2023.05.04.538701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Dedicated genetic pathways regulate cysteine homeostasis. For example, high levels of cysteine activate cysteine dioxygenase, a key enzyme in cysteine catabolism in most animal and many fungal species. The mechanism by which cysteine dioxygenase is regulated is largely unknown. In an unbiased genetic screen for mutations that activate cysteine dioxygenase (cdo-1) in the nematode C. elegans, we isolated loss-of-function mutations in rhy-1 and egl-9, which encode proteins that negatively regulate the stability or activity of the oxygen-sensing hypoxia inducible transcription factor (hif-1). EGL-9 and HIF-1 are core members of the conserved eukaryotic hypoxia response. However, we demonstrate that the mechanism of HIF-1-mediated induction of cdo-1 is largely independent of EGL-9 prolyl hydroxylase activity and the von Hippel-Lindau E3 ubiquitin ligase, the classical hypoxia signaling pathway components. We demonstrate that C. elegans cdo-1 is transcriptionally activated by high levels of cysteine and hif-1. hif-1-dependent activation of cdo-1 occurs downstream of an H2S-sensing pathway that includes rhy-1, cysl-1, and egl-9. cdo-1 transcription is primarily activated in the hypodermis where it is also sufficient to drive sulfur amino acid metabolism. Thus, the regulation of cdo-1 by hif-1 reveals a negative feedback loop that maintains cysteine homeostasis. High levels of cysteine stimulate the production of an H2S signal. H2S then acts through the rhy-1/cysl-1/egl-9 signaling pathway to increase HIF-1-mediated transcription of cdo-1, promoting degradation of cysteine via CDO-1.
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Affiliation(s)
- Kurt Warnhoff
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, SD 57104, USA
- Department of Pediatrics, Sanford School of Medicine, University of South Dakota, Sioux Falls, SD 57105 USA
| | - Sushila Bhattacharya
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, SD 57104, USA
| | - Jennifer Snoozy
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, SD 57104, USA
| | - Peter C. Breen
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gary Ruvkun
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA
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Yang J, Sun L, Liu X, Huang C, Peng J, Zeng X, Zheng H, Cen W, Xu Y, Zhu W, Wu X, Ling D, Zhang L, Wei M, Liu Y, Wang D, Wang F, Li Y, Li Q, Du Z. Targeted demethylation of the CDO1 promoter based on CRISPR system inhibits the malignant potential of breast cancer cells. Clin Transl Med 2023; 13:e1423. [PMID: 37740473 PMCID: PMC10517212 DOI: 10.1002/ctm2.1423] [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: 02/22/2023] [Revised: 09/05/2023] [Accepted: 09/08/2023] [Indexed: 09/24/2023] Open
Abstract
BACKGROUND Cysteine dioxygenase 1 (CDO1) is frequently methylated, and its expression is decreased in many human cancers including breast cancer (BC). However, the functional and mechanistic aspects of CDO1 inactivation in BC are poorly understood, and the diagnostic significance of serum CDO1 methylation remains unclear. METHODS We performed bioinformatics analysis of publicly available databases and employed MassARRAY EpiTYPER methylation sequencing technology to identify differentially methylated sites in the CDO1 promoter of BC tissues compared to normal adjacent tissues (NATs). Subsequently, we developed a MethyLight assay using specific primers and probes for these CpG sites to detect the percentage of methylated reference (PMR) of the CDO1 promoter. Furthermore, both LentiCRISPR/dCas9-Tet1CD-based CDO1-targeted demethylation system and CDO1 overexpression strategy were utilized to detect the function and underlying mechanism of CDO1 in BC. Finally, the early diagnostic value of CDO1 as a methylation biomarker in BC serum was evaluated. RESULTS CDO1 promoter was hypermethylated in BC tissues, which was related to poor prognosis (p < .05). The CRISPR/dCas9-based targeted demethylation system significantly reduced the PMR of CDO1 promotor and increased CDO1 expression in BC cells. Consequently, this leads to suppression of cell proliferation, migration and invasion. Additionally, we found that CDO1 exerted a tumour suppressor effect by inhibiting the cell cycle, promoting cell apoptosis and ferroptosis. Furthermore, we employed the MethyLight to detect CDO1 PMR in BC serum, and we discovered that serum CDO1 methylation was an effective non-invasive biomarker for early diagnosis of BC. CONCLUSIONS CDO1 is hypermethylated and acts as a tumour suppressor gene in BC. Epigenetic editing of abnormal CDO1 methylation could have a crucial role in the clinical treatment and prognosis of BC. Additionally, serum CDO1 methylation holds promise as a valuable biomarker for the early diagnosis and management of BC.
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Affiliation(s)
- Jiaojiao Yang
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Liyue Sun
- Second Department of OncologyGuangdong Second Provincial General HospitalGuangzhouGuangdongP. R. China
| | - Xiao‐Yun Liu
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Chan Huang
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Junling Peng
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Xinxin Zeng
- Second Department of OncologyGuangdong Second Provincial General HospitalGuangzhouGuangdongP. R. China
| | - Hailin Zheng
- Department of Clinical LaboratorySun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Wenjian Cen
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Yu‐Xia Xu
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Weijie Zhu
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Xiao‐Yan Wu
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Dongyi Ling
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Lu‐Lu Zhang
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Mingbiao Wei
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Ye Liu
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Deshen Wang
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Medical OncologySun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Feng‐Hua Wang
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Medical OncologySun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Yu‐Hong Li
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Medical OncologySun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
| | - Qin Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene RegulationGuangdong‐Hong Kong Joint Laboratory for RNA MedicineSun Yat‐Sen Memorial HospitalSun Yat‐Sen UniversityGuangzhouGuangdongP. R. China
- Medical Research CenterSun Yat‐Sen Memorial HospitalSun Yat‐Sen UniversityGuangzhouGuangdongP. R. China
| | - Ziming Du
- State Key Laboratory of Oncology in South ChinaSun Yat‐Sen University Cancer CenterGuangzhouGuangdongP. R. China
- Department of Molecular DiagnosticsSun Yat‐sen University Cancer CenterGuangzhouGuangdongP. R. China
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11
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Yang R, Zhou Y, Zhang T, Wang S, Wang J, Cheng Y, Li H, Jiang W, Yang Z, Zhang X. The transcription factor HBP1 promotes ferroptosis in tumor cells by regulating the UHRF1-CDO1 axis. PLoS Biol 2023; 21:e3001862. [PMID: 37406020 DOI: 10.1371/journal.pbio.3001862] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 05/31/2023] [Indexed: 07/07/2023] Open
Abstract
The induction of ferroptosis in tumor cells is one of the most important mechanisms by which tumor progression can be inhibited; however, the specific regulatory mechanism underlying ferroptosis remains unclear. In this study, we found that transcription factor HBP1 has a novel function of reducing the antioxidant capacity of tumor cells. We investigated the important role of HBP1 in ferroptosis. HBP1 down-regulates the protein levels of UHRF1 by inhibiting the expression of the UHRF1 gene at the transcriptional level. Reduced levels of UHRF1 have been shown to regulate the ferroptosis-related gene CDO1 by epigenetic mechanisms, thus up-regulating the level of CDO1 and increasing the sensitivity of hepatocellular carcinoma and cervical cancer cells to ferroptosis. On this basis, we constructed metal-polyphenol-network coated HBP1 nanoparticles by combining biological and nanotechnological. MPN-HBP1 nanoparticles entered tumor cells efficiently and innocuously, induced ferroptosis, and inhibited the malignant proliferation of tumors by regulating the HBP1-UHRF1-CDO1 axis. This study provides a new perspective for further research on the regulatory mechanism underlying ferroptosis and its potential role in tumor therapy.
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Affiliation(s)
- Ruixiang Yang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Yue Zhou
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Tongjia Zhang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Shujie Wang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Jiyin Wang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Yuning Cheng
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Hui Li
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Wei Jiang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
| | - Zhe Yang
- Department of pathology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province, China
| | - Xiaowei Zhang
- Department of Biochemistry and Biophysics, School of Basic Medical Sciences, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, Peking University Health Science Center, Beijing, China
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12
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Cysteine dioxygenase 1 attenuates the proliferation via inducing oxidative stress and integrated stress response in gastric cancer cells. Cell Death Dis 2022; 8:493. [PMID: 36526626 PMCID: PMC9758200 DOI: 10.1038/s41420-022-01277-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 11/23/2022] [Accepted: 11/28/2022] [Indexed: 12/23/2022]
Abstract
Whereas cysteine dioxygenase 1 (CDO1) expression is lost due to its hypermethylated promoter across a range of cancer types including gastric cancer (GC), its functions and molecular underpinnings remain largely unknown. Here we demonstrate that reduced CDO1 expression is indicative of unfavorable prognosis in patients with GC. CDO1 overexpression in GC cells markedly inhibits cellular proliferation in vitro and in vivo. Mechanistically, CDO1 exerts this cytostatic effect via increasing oxidative stress and thus activating integrated stress response (ISR) in GC cells. High throughput screening (HTS) of antioxidants library identifies that Engeletin, a flavanonol glycoside, blunts oxidative stress and the ISR to relieve the inhibitory effect of CDO1 on the proliferation in GC cells. Additionally, genetic disruption or pharmaceutical inhibition of the ISR boosts the growth in the GC cells with CDO1 expression. Our data uncover the molecular mechanisms underlying the cytostatic function of CDO1 in the proliferation of GC cells.
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13
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Dedushko MA, Greiner MB, Downing AN, Coggins M, Kovacs JA. Electronic Structure and Reactivity of Dioxygen-Derived Aliphatic Thiolate-Ligated Fe-Peroxo and Fe(IV) Oxo Compounds. J Am Chem Soc 2022; 144:8515-8528. [PMID: 35522532 DOI: 10.1021/jacs.1c07656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Herein, we examine the electronic and geometric structural properties of O2-derived aliphatic thiolate-ligated Fe-peroxo, Fe-hydroxo, and Fe(IV) oxo compounds. The latter cleaves strong C-H bonds (96 kcal mol-1) on par with the valine C-H bond cleaved by isopencillin N synthase (IPNS). Stopped-flow kinetics studies indicate that the barrier to O2 binding to [FeII(SMe2N4(tren))]+ (3) is extremely low (Ea = 36(2) kJ mol-1), as theoretically predicted for IPNS. Dioxygen binding to 3 is shown to be reversible, and a superoxo intermediate, [FeIII(SMe2N4(tren))(O2)]+ (6), forms in the first 25 ms of the reaction at -40 °C prior to the rate-determining (Ea = 46(2) kJ mol-1) formation of peroxo-bridged [(SMe2N4(tren))Fe(III)]2(μ-O2)2+ (7). A log(kobs) vs log([Fe]) plot for the formation of 7 is consistent with the second-order dependence on iron, and H2O2 assays are consistent with a 2:1 ratio of Fe/H2O2. Peroxo 7 is shown to convert to ferric-hydroxo [FeIII(SMe2N(tren))(OH)]+ (9, g⊥ = 2.24, g∥ = 1.96), the identity of which was determined via its independent synthesis. Rates of the conversion 7 → 9 are shown to be dependent on the X-H bond strength of the H-atom donor, with a kH/kD = 4 when CD3OD is used in place of CH3OH as a solvent. A crystallographically characterized cis thiolate-ligated high-valent iron oxo, [FeIV(O)(SMe2N4(tren))]+ (11), is shown to form en route to hydroxo 9. Electronic structure calculations were shown to be consistent with 11 being an S = 1 Fe(IV)═O with an unusually high νFe-O stretching frequency at 918 cm-1 in line with the extremely short Fe-O bond (1.603(7) Å).
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Affiliation(s)
- Maksym A Dedushko
- Department of Chemistry, University of Washington, Campus Box 351700, Seattle, Washington 98195-1700, United States
| | - Maria B Greiner
- Department of Chemistry, University of Washington, Campus Box 351700, Seattle, Washington 98195-1700, United States
| | - Alexandra N Downing
- Department of Chemistry, University of Washington, Campus Box 351700, Seattle, Washington 98195-1700, United States
| | - Michael Coggins
- Department of Chemistry, University of Washington, Campus Box 351700, Seattle, Washington 98195-1700, United States
| | - Julie A Kovacs
- Department of Chemistry, University of Washington, Campus Box 351700, Seattle, Washington 98195-1700, United States
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14
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Gu I, Gregory E, Atwood C, Lee SO, Song YH. Exploring the Role of Metabolites in Cancer and the Associated Nerve Crosstalk. Nutrients 2022; 14:nu14091722. [PMID: 35565690 PMCID: PMC9103817 DOI: 10.3390/nu14091722] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/12/2022] [Accepted: 04/15/2022] [Indexed: 02/05/2023] Open
Abstract
Since Otto Warburg's first report on the increased uptake of glucose and lactate release by cancer cells, dysregulated metabolism has been acknowledged as a hallmark of cancer that promotes proliferation and metastasis. Over the last century, studies have shown that cancer metabolism is complex, and by-products of glucose and glutamine catabolism induce a cascade of both pro- and antitumorigenic processes. Some vitamins, which have traditionally been praised for preventing and inhibiting the proliferation of cancer cells, have also been proven to cause cancer progression in a dose-dependent manner. Importantly, recent findings have shown that the nervous system is a key player in tumor growth and metastasis via perineural invasion and tumor innervation. However, the link between cancer-nerve crosstalk and tumor metabolism remains unclear. Here, we discuss the roles of relatively underappreciated metabolites in cancer-nerve crosstalk, including lactate, vitamins, and amino acids, and propose the investigation of nutrients in cancer-nerve crosstalk based on their tumorigenicity and neuroregulatory capabilities. Continued research into the metabolic regulation of cancer-nerve crosstalk will provide a more comprehensive understanding of tumor mechanisms and may lead to the identification of potential targets for future cancer therapies.
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Affiliation(s)
- Inah Gu
- Department of Food Science, Division of Agriculture, University of Arkansas, Fayetteville, AR 72704, USA
| | - Emory Gregory
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Casey Atwood
- Department of Food Science, Division of Agriculture, University of Arkansas, Fayetteville, AR 72704, USA
| | - Sun-Ok Lee
- Department of Food Science, Division of Agriculture, University of Arkansas, Fayetteville, AR 72704, USA
| | - Young Hye Song
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
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15
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Qi X, Li Q, Che X, Wang Q, Wu G. Application of Regulatory Cell Death in Cancer: Based on Targeted Therapy and Immunotherapy. Front Immunol 2022; 13:837293. [PMID: 35359956 PMCID: PMC8960167 DOI: 10.3389/fimmu.2022.837293] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/21/2022] [Indexed: 12/15/2022] Open
Abstract
The development of cancer treatment methods is constantly changing. For common cancers, our treatment methods are still based on conventional treatment methods, such as chemotherapy, radiotherapy, and targeted drug therapy. Nevertheless, the emergence of tumor resistance has a negative impact on treatment. Regulated cell death is a gene-regulated mode of programmed cell death. After receiving specific signal transduction, cells change their physical and chemical properties and the extracellular microenvironment, resulting in structural destruction and decomposition. As research accumulates, we now know that by precisely inducing specific cell death patterns, we can treat cancer with less collateral damage than other treatments. Many newly discovered types of RCD are thought to be useful for cancer treatment. However, some experimental results suggest that some RCDs are not sensitive to cancer cell death, and some may even promote cancer progression. This review summarizes the discovered types of RCDs, reviews their clinical efficacy in cancer treatment, explores their anticancer mechanisms, and discusses the feasibility of some newly discovered RCDs for cancer treatment in combination with the immune and tumor microenvironment.
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Affiliation(s)
| | | | | | - Qifei Wang
- *Correspondence: Guangzhen Wu, ; Qifei Wang,
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16
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Chen M, Zhu JY, Mu WJ, Guo L. Cysteine dioxygenase type 1 (CDO1): its functional role in physiological and pathophysiological processes. Genes Dis 2022. [DOI: 10.1016/j.gendis.2021.12.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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17
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Nie Q, Hu Y, Yu X, Li X, Fang X. Induction and application of ferroptosis in cancer therapy. Cancer Cell Int 2022; 22:12. [PMID: 34996454 PMCID: PMC8742449 DOI: 10.1186/s12935-021-02366-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 11/24/2021] [Indexed: 12/16/2022] Open
Abstract
At present, more than one cell death pathways have been found, one of which is ferroptosis. Ferroptosis was discovered in 2012 and described as an iron-dependent and lipid peroxidation-driven regulated cell death pathway. In the past few years, ferroptosis has been shown to induce tumor cell death, providing new ideas for tumor treatment. In this article, we summarize the latest advances in ferroptosis-induced tumor therapy at the intersection of tumor biology, molecular biology, redox biology, and materials chemistry. First, we state the characteristics of ferroptosis in cells, then introduce the key molecular mechanism of ferroptosis, and describes the relationship between ferroptosis and oxidative stress signaling pathways. Finally, we focused on several types of ferroptosis inducers discovered by scholars, and the application of ferroptosis in systemic chemotherapy, radiotherapy, immunotherapy and nanomedicine, in the hope that ferroptosis can exert its potential in the treatment of tumors.
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Affiliation(s)
- Qing Nie
- China-Japan Union Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Yue Hu
- China-Japan Union Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Xiao Yu
- First Affiliated Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Xiao Li
- China-Japan Union Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Xuedong Fang
- China-Japan Union Hospital of Jilin University, Changchun, Jilin, People's Republic of China.
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18
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Managing GSH elevation and hypoxia to overcome resistance of cancer therapies using functionalized nanocarriers. J Drug Deliv Sci Technol 2022. [DOI: 10.1016/j.jddst.2021.103022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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19
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Li L, Ye Z, Yang S, Yang H, Jin J, Zhu Y, Tao J, Chen S, Xu J, Liu Y, Liang W, Wang B, Yang M, Huang Q, Chen Z, Li W, Fan JB, Liu D. Diagnosis of pulmonary nodules by DNA methylation analysis in bronchoalveolar lavage fluids. Clin Epigenetics 2021; 13:185. [PMID: 34620221 PMCID: PMC8499516 DOI: 10.1186/s13148-021-01163-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 08/30/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related mortality. The alteration of DNA methylation plays a major role in the development of lung cancer. Methylation biomarkers become a possible method for lung cancer diagnosis. RESULTS We identified eleven lung cancer-specific methylation markers (CDO1, GSHR, HOXA11, HOXB4-1, HOXB4-2, HOXB4-3, HOXB4-4, LHX9, MIR196A1, PTGER4-1, and PTGER4-2), which could differentiate benign and malignant pulmonary nodules. The methylation levels of these markers are significantly higher in malignant tissues. In bronchoalveolar lavage fluid (BALF) samples, the methylation signals maintain the same differential trend as in tissues. An optimal 5-marker model for pulmonary nodule diagnosis (malignant vs. benign) was developed from all possible combinations of the eleven markers. In the test set (57 tissue and 71 BALF samples), the area under curve (AUC) value achieves 0.93, and the overall sensitivity is 82% at the specificity of 91%. In an independent validation set (111 BALF samples), the AUC is 0.82 with a specificity of 82% and a sensitivity of 70%. CONCLUSIONS This model can differentiate pulmonary adenocarcinoma and squamous carcinoma from benign diseases, especially for infection, inflammation, and tuberculosis. The model's performance is not affected by gender, age, smoking history, or the solid components of nodules.
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Affiliation(s)
- Lei Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Zhujia Ye
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Sai Yang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Hao Yang
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Jing Jin
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Yingying Zhu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Jinsheng Tao
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Siyu Chen
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Jiehan Xu
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Yanying Liu
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Weihe Liang
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Bo Wang
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China
| | - Mengzhu Yang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Qiaoyun Huang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China
| | - Zhiwei Chen
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China.
- AnchorDx, Inc., 46305 Landing Pkwy, Fremont, CA, 94538, USA.
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China.
| | - Jian-Bing Fan
- AnchorDx. Medical Co., Ltd. Unit 502, 3rd Luoxuan Road, International Bio-Island, Guangzhou, 510300, Guangdong, China.
- Department of Pathology, School of Basic Medical Science, Southern Medical University, 1838 ShaTai Road, Guangzhou, 510515, China.
| | - Dan Liu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No.37 Guoxue Alley, Wuhou District, Chengdu, 610041, Sichuan, China.
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20
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Toledo S, Yan Poon PC, Gleaves M, Rees J, Rogers DM, Kaminsky W, Kovacs JA. Increasing reactivity by incorporating π-acceptor ligands into coordinatively unsaturated thiolate-ligated iron(II) complexes. Inorganica Chim Acta 2021; 524. [PMID: 34305163 DOI: 10.1016/j.ica.2021.120422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Reported herein is the structural, spectroscopic, redox, and reactivity properties of a series of iron complexes containing both a π-donating thiolate, and π-accepting N-heterocycles in the coordination sphere, in which we systematically vary the substituents on the N-heterocycle, the size of the N-heterocycle, and the linker between the imine nitrogen and tertiary amine nitrogen. In contrast to our primary amine/thiolate-ligated Fe(II) complex, [FeII(SMe2N4(tren))]+ (1), the Fe(II) complexes reported herein are intensely colored, allowing us to visually monitor reactivity. Ferrous complexes with R = H substituents in the 6-position of the pyridines, [FeII(SMe2N4(6-H-DPPN)]+ (6) and [FeII(SMe2N4(6-H-DPEN))(MeOH)]+ (8-MeOH) are shown to readily bind neutral ligands, and all of the Fe(II) complexes are shown to bind anionic ligands regardless of steric congestion. This reactivity is in contrast to 1 and is attributed to an increased metal ion Lewis acidity assessed via aniodic redox potentials, Ep,a, caused by the π-acid ligands. Thermodynamic parameters (ΔH, ΔS) for neutral ligand binding were obtained from T-dependent equilibrium constants. All but the most sterically congested complex, [FeII(SMe2N4(6-Me-DPPN)]+ (5), react with O2. In contrast to our Mn(II)-analogues, dioxygen intermediates are not observed. Rates of formation of the final mono oxo-bridged products were assessed via kinetics and shown to be inversely dependent on redox potentials, Ep,a, consistent with a mechanism involving electron transfer.
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Affiliation(s)
- Santiago Toledo
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
| | - Penny Chaau Yan Poon
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
| | - Morgan Gleaves
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
| | - Julian Rees
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
| | - Dylan M Rogers
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
| | - Werner Kaminsky
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
| | - Julie A Kovacs
- The Department of Chemistry, University of Washington, Box 351700 Seattle, WA 98195-1700, United States
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21
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Bonifácio VDB, Pereira SA, Serpa J, Vicente JB. Cysteine metabolic circuitries: druggable targets in cancer. Br J Cancer 2021; 124:862-879. [PMID: 33223534 PMCID: PMC7921671 DOI: 10.1038/s41416-020-01156-1] [Citation(s) in RCA: 103] [Impact Index Per Article: 34.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 09/03/2020] [Accepted: 10/22/2020] [Indexed: 02/07/2023] Open
Abstract
To enable survival in adverse conditions, cancer cells undergo global metabolic adaptations. The amino acid cysteine actively contributes to cancer metabolic remodelling on three different levels: first, in its free form, in redox control, as a component of the antioxidant glutathione or its involvement in protein s-cysteinylation, a reversible post-translational modification; second, as a substrate for the production of hydrogen sulphide (H2S), which feeds the mitochondrial electron transfer chain and mediates per-sulphidation of ATPase and glycolytic enzymes, thereby stimulating cellular bioenergetics; and, finally, as a carbon source for epigenetic regulation, biomass production and energy production. This review will provide a systematic portrayal of the role of cysteine in cancer biology as a source of carbon and sulphur atoms, the pivotal role of cysteine in different metabolic pathways and the importance of H2S as an energetic substrate and signalling molecule. The different pools of cysteine in the cell and within the body, and their putative use as prognostic cancer markers will be also addressed. Finally, we will discuss the pharmacological means and potential of targeting cysteine metabolism for the treatment of cancer.
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Affiliation(s)
- Vasco D B Bonifácio
- iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Avenida Rovisco Pais, 1049-001, Lisboa, Portugal
| | - Sofia A Pereira
- CEDOC, Chronic Diseases Research Centre, NOVA Medical School Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Campo dos Mártires da Pátria, 130, 1169-056, Lisboa, Portugal
| | - Jacinta Serpa
- CEDOC, Chronic Diseases Research Centre, NOVA Medical School Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Campo dos Mártires da Pátria, 130, 1169-056, Lisboa, Portugal.
- Instituto Português de Oncologia de Lisboa Francisco Gentil (IPOLFG), Rua Prof Lima Basto, 1099-023, Lisboa, Portugal.
| | - João B Vicente
- Instituto de Tecnologia Química e Biológica António Xavier (ITQB NOVA), Avenida da República (EAN), 2780-157, Oeiras, Portugal
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22
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Stipanuk MH. Metabolism of Sulfur-Containing Amino Acids: How the Body Copes with Excess Methionine, Cysteine, and Sulfide. J Nutr 2020; 150:2494S-2505S. [PMID: 33000151 DOI: 10.1093/jn/nxaa094] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/28/2020] [Accepted: 03/16/2020] [Indexed: 02/06/2023] Open
Abstract
Metabolism of excess methionine (Met) to homocysteine (Hcy) by transmethylation is facilitated by the expression of methionine adenosyltransferase (MAT) I/III and glycine N-methyltransferase (GNMT) in liver, and a lack of either enzyme results in hypermethioninemia despite normal concentrations of MATII and methyltransferases other than GNMT. The further metabolism of Hcy by the transsulfuration pathway is facilitated by activation of cystathionine β-synthase (CBS) by S-adenosylmethionine (SAM) as well as the relatively high KM of CBS for Hcy. Transmethylation plus transsulfuration effects catabolism of the Met molecule along with transfer of the sulfur atom of Met to serine to synthesize cysteine (Cys). Oxidation and excretion of Met sulfur depend upon Cys catabolism and sulfur oxidation pathways. Excess Cys is oxidized by cysteine dioxygenase 1 (CDO1) and further metabolized to taurine or sulfate. Some Cys is normally metabolized by desulfhydration pathways, and the hydrogen sulfide (H2S) produced is further oxidized to sulfate. If Cys or Hcy concentrations are elevated, Cys or Hcy desulfhydration can result in excess H2S and thiosulfate production. Excess Cys or Met may also promote their limited metabolism by transamination pathways.
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Affiliation(s)
- Martha H Stipanuk
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, USA
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23
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Wang P, Zhao H, Shi R, Liu X, Liu J, Ren F, Zhao Q, Zhang H, Li Y, Liu H, Chen J. [The Role of Plasma CDO1 Methylation in the Early Diagnosis of Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2020; 23:314-320. [PMID: 32317090 PMCID: PMC7260387 DOI: 10.3779/j.issn.1009-3419.2020.102.20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
背景与目的 肺癌的发生率和死亡率常居所有恶性肿瘤的首位, DNA甲基化作为表观遗传学之一参与肿瘤的发生发展过程, CDO1作为抑癌基因常在肿瘤发生早期便会发生甲基化改变, 因此本研究旨在探讨CDO1甲基化在肺癌早期诊断中的价值。 方法 收集肿瘤患者和健康人群的外周血液样本, 游离DNA通过亚硫酸盐修饰并结合实时荧光定量PCR检测CDO1在外周血中的甲基化水平。 结果 肺癌患者的外周血的基因甲基化水平明显高于肺部良性疾病患者及健康人群。肺癌患者CDO1的甲基化水平在性别、淋巴结转移和肿瘤原发灶-淋巴结-转移(tumor-node-metastasis, TNM)分期的分层比较中存在显著性差异(P < 0.05)。CDO1对肺癌诊断的灵敏度和特异性分别为52.2%和78.6%。其诊断的整体准确度明显高于应用于临床的肿瘤标志物而且对I期、II期患者的诊断灵敏度表现最好(40.8%, 47.1%)。此外, CDO1可有效增加多项联检中诊断的灵敏性。 结论 检测CDO1的甲基化水平对肺癌的早期诊断具有潜在的巨大优势。
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Affiliation(s)
- Pan Wang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Honglin Zhao
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Ruifeng Shi
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Xingyu Liu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Jinghao Liu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Fan Ren
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Qingchun Zhao
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Hongbing Zhang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Yongwen Li
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment,Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Hongyu Liu
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment,Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Jun Chen
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China.,Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment,Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
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Maekawa H, Ito T, Orita H, Kushida T, Sakurada M, Sato K, Hulbert A, Brock MV. Analysis of the methylation of CpG islands in the CDO1, TAC1 and CHFR genes in pancreatic ductal cancer. Oncol Lett 2020; 19:2197-2204. [PMID: 32194717 PMCID: PMC7039134 DOI: 10.3892/ol.2020.11340] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 12/12/2019] [Indexed: 12/15/2022] Open
Abstract
No difference in the gene methylation status of tumor-suppression genes between pancreatic cancer tissues and adjacent non-cancer tissues is observed. The present study investigated whether the promoter CpG islands of the cysteine dioxygenase 1 (CDO1), tachykinin precursor 1 (TAC1) and checkpoint with forkhead and ring finger domains (CHFR) genes were methylated in pancreatic cancer and adjacent non-cancerous pancreatic tissue in order to determine if they could be considered as markers for the detection of pancreatic cancer. A total of 38 Formalin-fixed and paraffin-embedded pancreatic adenocarcinoma tissues and their adjacent non-cancerous specimens from patients with pancreatic cancer, as well as 9 non-cancerous pancreatic samples from patients without pancreatic adenocarcinoma were obtained following surgical resection. The hypermethylation of CpG islands was detected using a methylation-specific quantitative PCR. The methylation values were calculated using the ∆Cq method and were expressed as 2−ΔCq. The 2−ΔCq value of the CDO1 promoter from pancreatic adenocarcinoma specimens was significantly higher compared with that of adjacent non-cancerous and tumor-free pancreatic tissues (P<0.0001 and P=0.0008, respectively). The 2−ΔCq value of the TAC1 promoter of pancreatic adenocarcinoma was also significantly higher compared with that of adjacent non-cancerous tissues and tumor-free pancreatic samples (both P<0.0001). However, there was no significant difference in the 2−ΔCq value of the CHFR promoter among the pancreatic cancer, adjacent non-cancer tissue and tumor-free pancreatic samples. Furthermore, 12 out of the 38 pancreatic adenocarcinoma cases (31.6%) presented some methylation in the CHFR promoter. The results from Kaplan-Meier analysis between CHFR promoter methylation values and the clinicopathological characteristics of patients with pancreatic adenocarcinoma demonstrated that CHFR promoter methylation was significantly associated with lymph node metastasis. The methylation values of CDO1 and TAC1 promoters in cancer tissues were higher compared with adjacent tissues. However, whether hypermethylation of CDO1 and TAC1 promoters may serve as a biomarker in the diagnosis of pancreatic adenocarcinoma remains unclear.
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Affiliation(s)
- Hiroshi Maekawa
- Department of Surgery, Juntendo University Shizuoka Hospital, Juntendo University School of Medicine, Izunokuni, Shizuoka 410-2295, Japan
| | - Tomoaki Ito
- Department of Surgery, Juntendo University Shizuoka Hospital, Juntendo University School of Medicine, Izunokuni, Shizuoka 410-2295, Japan.,Department of Surgery, The Sidney Kimmel Cancer Center, The Johns Hopkins University, School of Medicine, Baltimore, MD 21287, USA
| | - Hajime Orita
- Department of Surgery, Juntendo University Shizuoka Hospital, Juntendo University School of Medicine, Izunokuni, Shizuoka 410-2295, Japan
| | - Tomoyuki Kushida
- Department of Surgery, Juntendo University Shizuoka Hospital, Juntendo University School of Medicine, Izunokuni, Shizuoka 410-2295, Japan
| | - Mutsumi Sakurada
- Department of Surgery, Juntendo University Shizuoka Hospital, Juntendo University School of Medicine, Izunokuni, Shizuoka 410-2295, Japan
| | - Koichi Sato
- Department of Surgery, Juntendo University Shizuoka Hospital, Juntendo University School of Medicine, Izunokuni, Shizuoka 410-2295, Japan
| | - Alicia Hulbert
- Department of Surgery, The Sidney Kimmel Cancer Center, The Johns Hopkins University, School of Medicine, Baltimore, MD 21287, USA.,Department of Surgery, University of Illinois at Chicago School of Medicine, Chicago, IL 60607, USA
| | - Malcolm V Brock
- Department of Surgery, The Sidney Kimmel Cancer Center, The Johns Hopkins University, School of Medicine, Baltimore, MD 21287, USA
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25
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Xu R, Xu Q, Huang G, Yin X, Zhu J, Peng Y, Song J. Combined Analysis of the Aberrant Epigenetic Alteration of Pancreatic Ductal Adenocarcinoma. BIOMED RESEARCH INTERNATIONAL 2019; 2019:9379864. [PMID: 31956659 PMCID: PMC6949667 DOI: 10.1155/2019/9379864] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 11/02/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) remains one of the most fatal malignancies due to its high morbidity and mortality. DNA methylation exerts a vital part in the development of PDAC. However, a mechanistic role of mutual interactions between DNA methylation and mRNA as epigenetic regulators on transcriptomic alterations and its correlation with clinical outcomes such as survival have remained largely uncovered in cancer. Therefore, elucidation of aberrant epigenetic alteration in the development of PDAC is an urgent problem to be solved. In this work, we conduct an integrative epigenetic analysis of PDAC to identify aberrant DNA methylation-driven cancer genes during the occurrence of cancer. METHODS DNA methylation matrix and mRNA profile were obtained from the TCGA database. The integration of methylation and gene expression datasets was analyzed using an R package MethylMix. The genes with hypomethylation/hypermethylation were further validated in the Kaplan-Meier analysis. The correlation analysis of gene expression and aberrant DNA methylation was also conducted. We performed a pathway analysis on aberrant DNG methylation genes identified by MethylMix criteria using ConsensusPathDB. RESULTS 188 patients with both methylation data and mRNA data were considered eligible. A mixture model was constructed, and differential methylation genes in normal and tumor groups using the Wilcoxon rank test was performed. With the inclusion criteria, 95 differential methylation genes were detected. Among these genes, 74 hypermethylation and 21 hypomethylation genes were found. The pathway analysis revealed an increase in hypermethylation of genes involved in ATP-sensitive potassium channels, Robo4, and VEGF signaling pathways crosstalk, and generic transcription pathway. CONCLUSION Integrated analysis of the aberrant epigenetic alteration in pancreatic ductal adenocarcinoma indicated that differentially methylated genes could play a vital role in the occurrence of PDAC by bioinformatics analysis. The present work can help clinicians to elaborate on the function of differentially methylated expressed genes and pathways in PDAC. CDO1, GJD2, ID4, NOL4, PAX6, TRIM58, and ZNF382 might act as aberrantly DNA-methylated biomarkers for early screening and therapy of PDAC in the future.
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Affiliation(s)
- Rui Xu
- Department of Radiology, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Qiuyan Xu
- Department of Oral and Maxillofacial Surgery, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Guanglei Huang
- Department of Oral and Maxillofacial Surgery, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Xinhai Yin
- Department of Oral and Maxillofacial Surgery, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Jianguo Zhu
- Department of Urology, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Yikun Peng
- Department of Otorhinolaryngology-Head and Neck Surgery, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Jukun Song
- Department of Oral and Maxillofacial Surgery, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
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26
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Nishizawa N, Harada H, Kumamoto Y, Kaizu T, Katoh H, Tajima H, Ushiku H, Yokoi K, Igarashi K, Fujiyama Y, Okuwaki K, Iwai T, Watanabe M, Yamashita K. Diagnostic potential of hypermethylation of the cysteine dioxygenase 1 gene (CDO1) promoter DNA in pancreatic cancer. Cancer Sci 2019; 110:2846-2855. [PMID: 31325200 PMCID: PMC6726695 DOI: 10.1111/cas.14134] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 07/07/2019] [Accepted: 07/10/2019] [Indexed: 12/17/2022] Open
Abstract
DNA markers for pancreatic ductal adenocarcinoma (PDAC) are urgently needed for detection of minimally invasive disease. The epigenetic relevance of the cysteine dioxygenase 1 gene (CDO1) has been never investigated in PDAC. Three studies, including cellular experiments, tissue validation, and pilot testing for pancreatic cytology, were carried out. Promoter DNA methylation value (MV) of CDO1 was quantified by quantitative methylation‐specific PCR. CDO1 expression was consistent with its promoter DNA methylation in 7 PDAC cell lines. In 160 retrospectively collected primary PDAC tumor tissues, MV was significantly higher compared to the corresponding noncancerous pancreas (area under the receiver operating characteristic curve [AUC] = 0.97, P < .0001), and CDO1 hypermethylation was highly specific to PDAC tumor tissues. CDO1 hypermethylation group (MV over 19) was significantly associated with diverse prognostic factors in PDAC. Surprisingly, it was significantly higher in prospectively collected PDAC cytology samples (n = 37), including both pancreatic juice (n = 12) and endoscopic ultrasound‐fine needle aspiration (EUS‐FNA) cytology (n = 25) compared to pancreatic benign diseases (AUC = 0.96, P < .0001). Detection of PDAC was confirmed by DNA testing in 35 of 37 patients (95% sensitivity); thus, it was more sensitive than cytology (33%) or EUS‐FNA cytology (88%). Promoter DNA methylation of CDO1 is extremely specific for PDAC tumors, and accumulates with PDAC tumor progression. It could be a definitive diagnostic marker of PDAC in pancreatic juice or EUS‐FNA cytology.
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Affiliation(s)
| | - Hiroki Harada
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Yusuke Kumamoto
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Takashi Kaizu
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Hiroshi Katoh
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Hiroshi Tajima
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Hideki Ushiku
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Keigo Yokoi
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Kazuharu Igarashi
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Yoshiki Fujiyama
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Kosuke Okuwaki
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Tomohisa Iwai
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Masahiko Watanabe
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan
| | - Keishi Yamashita
- Department of Surgery, Kitasato University Hospital, Sagamihara, Japan.,Division of Advanced Surgical Oncology, Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, Sagamihara, Japan
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Hassannia B, Vandenabeele P, Vanden Berghe T. Targeting Ferroptosis to Iron Out Cancer. Cancer Cell 2019; 35:830-849. [PMID: 31105042 DOI: 10.1016/j.ccell.2019.04.002] [Citation(s) in RCA: 1350] [Impact Index Per Article: 270.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 03/18/2019] [Accepted: 04/05/2019] [Indexed: 02/06/2023]
Abstract
One of the key challenges in cancer research is how to effectively kill cancer cells while leaving the healthy cells intact. Cancer cells often have defects in cell death executioner mechanisms, which is one of the main reasons for therapy resistance. To enable growth, cancer cells exhibit an increased iron demand compared with normal, non-cancer cells. This iron dependency can make cancer cells more vulnerable to iron-catalyzed necrosis, referred to as ferroptosis. The identification of FDA-approved drugs as ferroptosis inducers creates high expectations for the potential of ferroptosis to be a new promising way to kill therapy-resistant cancers.
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Affiliation(s)
- Behrouz Hassannia
- VIB Center for Inflammation Research (IRC), Ghent, Belgium; Department of Biomedical Molecular Biology (DBMB), Ghent University, Ghent, Belgium
| | - Peter Vandenabeele
- VIB Center for Inflammation Research (IRC), Ghent, Belgium; Department of Biomedical Molecular Biology (DBMB), Ghent University, Ghent, Belgium; Methusalem Program, Ghent University, Ghent, Belgium
| | - Tom Vanden Berghe
- VIB Center for Inflammation Research (IRC), Ghent, Belgium; Department of Biomedical Molecular Biology (DBMB), Ghent University, Ghent, Belgium; Laboratory of Pathophysiology, Department of Biomedical Sciences, University of Antwerp, 2000 Antwerp, Belgium; Ferroptosis And Inflammation Research (FAIR), VIB-Ghent University and University of Antwerp, Belgium.
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28
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Kang YP, Torrente L, Falzone A, Elkins CM, Liu M, Asara JM, Dibble CC, DeNicola GM. Cysteine dioxygenase 1 is a metabolic liability for non-small cell lung cancer. eLife 2019; 8:45572. [PMID: 31107239 PMCID: PMC6584702 DOI: 10.7554/elife.45572] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 05/17/2019] [Indexed: 12/14/2022] Open
Abstract
NRF2 is emerging as a major regulator of cellular metabolism. However, most studies have been performed in cancer cells, where co-occurring mutations and tumor selective pressures complicate the influence of NRF2 on metabolism. Here we use genetically engineered, non-transformed primary murine cells to isolate the most immediate effects of NRF2 on cellular metabolism. We find that NRF2 promotes the accumulation of intracellular cysteine and engages the cysteine homeostatic control mechanism mediated by cysteine dioxygenase 1 (CDO1), which catalyzes the irreversible metabolism of cysteine to cysteine sulfinic acid (CSA). Notably, CDO1 is preferentially silenced by promoter methylation in human non-small cell lung cancers (NSCLC) harboring mutations in KEAP1, the negative regulator of NRF2. CDO1 silencing promotes proliferation of NSCLC by limiting the futile metabolism of cysteine to the wasteful and toxic byproducts CSA and sulfite (SO32-), and depletion of cellular NADPH. Thus, CDO1 is a metabolic liability for NSCLC cells with high intracellular cysteine, particularly NRF2/KEAP1 mutant cells. Cancers form in humans and other animals when cells of the body develop mutations that allow them to grow and divide uncontrollably. The set of chemical reactions happening inside cancer cells, referred to as “metabolism”, can be very different to metabolism in the healthy cells they originate from. Some of these differences are directly caused by mutations, while others are a result of the environment surrounding the cancer cells as they develop into a tumor. A protein called NRF2 is often overactive in human tumors due to mutations in its inhibitor protein KEAP1. Previous studies have shown that NRF2 changes the metabolism of cancer cells by switching specific genes on or off. However, since cancer cells also have other mutations that could mask or amplify some of the effects of NRF2, the precise role of this protein in metabolism remains unclear. To address this question, Kang et al. generated mice that could switch between producing the normal KEAP1 protein or a mutant version that is unable to inhibit NRF2. The mouse model was then used to examine the immediate effects of activating the NRF2 protein. This revealed that NRF2 altered how mouse cells used a molecule called cysteine, which is required to make proteins and other cell components. When NRF2 was active, some of the cysteine molecules were converted into two wasteful and toxic particles by an enzyme called CDO1. Kang et al. found that inactivating CDO1 in human lung cancer cells prevented these wasteful particles from being produced. This allows cancer cells to grow more rapidly, and may explain why human tumors generally evolve to shut down CDO1. The findings of Kang et al. show that not all of the changes in metabolism caused by individual mutations in cancer cells help tumors to grow. As a tumor develops it may need to acquire further mutations to override the negative effects of these changes in metabolism. In the future these findings may help researchers develop new therapies that reactivate or mimic CDO1 to limit the growth of tumors.
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Affiliation(s)
- Yun Pyo Kang
- Department of Cancer Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, United States
| | - Laura Torrente
- Department of Cancer Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, United States
| | - Aimee Falzone
- Department of Cancer Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, United States
| | - Cody M Elkins
- Department of Cancer Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, United States
| | - Min Liu
- Proteomics and Metabolomics Core Facility, H Lee Moffitt Cancer Center and Research Institute, Tampa, United States
| | - John M Asara
- Division of Signal Transduction, Beth Israel Deaconess Medical Center, Boston, United States.,Department of Medicine, Harvard Medical School, Boston, United States
| | - Christian C Dibble
- Department of Pathology and Cancer Center, Beth Israel Deaconess Medical Center, Boston, United States.,Department of Pathology, Harvard Medical School, Boston, United States
| | - Gina M DeNicola
- Department of Cancer Physiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, United States
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29
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Harada H, Hosoda K, Moriya H, Mieno H, Ema A, Ushiku H, Washio M, Nishizawa N, Ishii S, Yokota K, Tanaka Y, Kaida T, Soeno T, Kosaka Y, Watanabe M, Yamashita K. Cancer-specific promoter DNA methylation of Cysteine dioxygenase type 1 (CDO1) gene as an important prognostic biomarker of gastric cancer. PLoS One 2019; 14:e0214872. [PMID: 30934021 PMCID: PMC6443169 DOI: 10.1371/journal.pone.0214872] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 03/21/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND There have been few available prognostic biomarkers in gastric cancer. We rigorously assessed the clinical relevance of promoter DNA methylation of Cysteine dioxygenase type 1 (CDO1) gene, a cancer-specific aberration, in human gastric cancer. METHODS Quantitative CDO1 methylation value (TaqMeth V) was initially calculated in 138 gastric cancer patients operated in 2005, and its clinical significance was elucidated. As a subsequent expanded set, 154 gastric cancer patients with pathological stage (pStage) II / III with no postoperative therapy were validated between 2000 and 2010. RESULTS (1) Median TaqMeth V of CDO1 gene methylation of gastric cancer was 25.6, ranging from 0 to 120.9. As pStage progressed, CDO1 TaqMeth V became higher (p < 0.0001). (2) The optimal cut-off value was determined to be 32.6; gastric cancer patients with high CDO1 gene methylation showed a significantly worse prognosis than those with low CDO1 gene methylation (p < 0.0001). (3) A multivariate cox proportional hazards model identified high CDO1 gene methylation (p = 0.033) as an independent prognostic factor. (4) The results were recapitulated in the expanded set in pStage III, where high CDO1 gene methylation group had a significantly worse prognosis than low CDO1 gene methylation group (p = 0.0065). Hematogenous metastasis was unique in pStage III with high CDO1 gene methylation (p = 0.0075). (5) Anchorage independent growth was reduced in several gastric cancer cell lines due to forced expression of the CDO1 gene, suggesting that abnormal CDO1 gene expression may represent distant metastatic ability. CONCLUSIONS Promoter DNA hypermethylation of CDO1 gene was rigorously validated as an important prognostic biomarker in primary gastric cancer with specific stage.
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Affiliation(s)
- Hiroki Harada
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Kei Hosoda
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Hiromitsu Moriya
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Hiroaki Mieno
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Akira Ema
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Hideki Ushiku
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Marie Washio
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Nobuyuki Nishizawa
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Satoru Ishii
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Kazuko Yokota
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Yoko Tanaka
- Department of Breast and Endocrine Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Takeshi Kaida
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Takafumi Soeno
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Yoshimasa Kosaka
- Department of Breast and Endocrine Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Masahiko Watanabe
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Keishi Yamashita
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
- Division of Advanced Surgical Oncology, Department of Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
- * E-mail:
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30
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Zhao J, Han Y, Ma X, Zhou Y, Yuan S, Shen Q, Ye G, Liu H, Fu P, Zhang G, Qiao B, Liu A. Cysteine Dioxygenase Regulates the Epithelial Morphogenesis of Mammary Gland via Cysteine Sulfinic Acid. iScience 2019; 13:173-189. [PMID: 30849621 PMCID: PMC6406049 DOI: 10.1016/j.isci.2019.02.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 02/11/2019] [Accepted: 02/13/2019] [Indexed: 12/18/2022] Open
Abstract
Epithelial morphogenesis is a common feature in various organs and contributes to functional formation. However, the molecular mechanisms behind epithelial morphogenesis remain largely unknown. Mammary gland is an excellent model system to investigate the molecular mechanisms of epithelial morphogenesis. In this study, we found that cysteine dioxygenase (CDO), a key enzyme in cysteine oxidative metabolism, was involved in mammary epithelial morphogenesis. CDO knockout (KO) females exhibited severe defects in mammary branching morphogenesis and ductal elongation, resulting in poor lactation. CDO contributes to the luminal epithelial cell differentiation, proliferation, and apoptosis mainly through its downstream product cysteine sulfinic acid (CSA). Exogenous supplementation of CSA not only rescued the defects in CDO KO mouse but also enhanced ductal growth in wild-type mouse. It suggests that CDO regulates luminal epithelial differentiation and regeneration via CSA and consequently contributes to mammary development, which raises important implications for epithelial morphogenesis and pathogenesis of breast cancer. Cysteine dioxygenase (CDO) is necessary for mammary epithelial morphogenesis Cysteine sulfinic acid (CSA) supplementation rescues the mammary defects in CDO KO mouse CDO retains lumen character and maintains luminal cell differentiation via CSA CDO maintains epithelial cell renewal via CSA
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Affiliation(s)
- Jianjun Zhao
- College of Animal Science, Southwest University, Chongqing, China.
| | - Yuzhu Han
- College of Animal Science, Southwest University, Chongqing, China
| | - Xingyu Ma
- College of Animal Science, Southwest University, Chongqing, China
| | - Yang Zhou
- College of Animal Science, Southwest University, Chongqing, China
| | - Shukai Yuan
- College of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Qian Shen
- Department of Microbiology, Ohio State University, Columbus, OH, United States
| | - Guogen Ye
- College of Animal Science, Southwest University, Chongqing, China
| | - Hongrun Liu
- College of Animal Science, Southwest University, Chongqing, China
| | - Penghui Fu
- College of Animal Science, Southwest University, Chongqing, China
| | - Gongwei Zhang
- College of Animal Science, Southwest University, Chongqing, China
| | - Bingke Qiao
- College of Animal Science, Southwest University, Chongqing, China
| | - Anfang Liu
- College of Animal Science, Southwest University, Chongqing, China.
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Blakely MN, Dedushko MA, Yan Poon PC, Villar-Acevedo G, Kovacs JA. Formation of a Reactive, Alkyl Thiolate-Ligated Fe III-Superoxo Intermediate Derived from Dioxygen. J Am Chem Soc 2019; 141:1867-1870. [PMID: 30661357 DOI: 10.1021/jacs.8b12670] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Herein, we describe an alkyl thiolate-ligated iron complex that reacts with dioxygen to form an unprecedented example of an iron superoxo (O2•-) intermediate, [FeIII(S2Me2N3(Pr,Pr))(O2)] (4), which is capable of cleaving strong C-H bonds. A cysteinate-ligated iron superoxo intermediate is proposed to play a key role in the biosynthesis of β-lactam antibiotics by isopenicillin N-synthase (IPNS). Superoxo 4 converts to a metastable putative Fe(III)-OOH intermediate, at rates that are dependent on the C-H bond strength of the H atom donor, with a kinetic isotope effect ( kH/ kD = 4.8) comparable to that of IPNS ( kH/ kD = 5.6). The bond dissociation energy of the C-H bonds cleaved by 4 (92 kcal/mol) is comparable to C-H bonds cleaved by IPNS (93 kcal/mol). Both the calculated and experimental electronic absorption spectra of 4 are comparable to those of the putative IPNS superoxo intermediate, and are shown to involve RS- → Fe-O2•- and O2•- → Fe charge transfer transitions. The π-back-donation by the electron-rich alkyl thiolate presumably facilitates this reactivity by increasing the basicity of the distal oxygen. The frontier orbitals of 4 are shown to consist of two strongly coupled unpaired electrons of opposite spin, one in a superoxo π*(O-O) orbital, and the other in an Fe(d xy) orbital.
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Affiliation(s)
- Maike N Blakely
- Department of Chemistry , University of Washington , Campus Box 351700 , Seattle , Washington 98195 , United States
| | - Maksym A Dedushko
- Department of Chemistry , University of Washington , Campus Box 351700 , Seattle , Washington 98195 , United States
| | - Penny Chaau Yan Poon
- Department of Chemistry , University of Washington , Campus Box 351700 , Seattle , Washington 98195 , United States
| | - Gloria Villar-Acevedo
- Department of Chemistry , University of Washington , Campus Box 351700 , Seattle , Washington 98195 , United States
| | - Julie A Kovacs
- Department of Chemistry , University of Washington , Campus Box 351700 , Seattle , Washington 98195 , United States
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Banerjee S, Sicklick JK. Biomarkers of Bad Biology: Curse or a Blessing? Ann Surg Oncol 2018; 26:318-320. [PMID: 30539488 DOI: 10.1245/s10434-018-07105-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Indexed: 12/28/2022]
Affiliation(s)
- Sudeep Banerjee
- Division of Surgical Oncology, Department of Surgery, University of California, San Diego, La Jolla, USA.,Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Jason K Sicklick
- Division of Surgical Oncology, Department of Surgery, University of California, San Diego, La Jolla, USA.
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Yamashita K, Hosoda K, Nishizawa N, Katoh H, Watanabe M. Epigenetic biomarkers of promoter DNA methylation in the new era of cancer treatment. Cancer Sci 2018; 109:3695-3706. [PMID: 30264476 PMCID: PMC6272087 DOI: 10.1111/cas.13812] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 09/20/2018] [Accepted: 09/22/2018] [Indexed: 12/21/2022] Open
Abstract
Promoter DNA methylation, which occurs on cytosine nucleotides across CpG islands, results in gene silencing and represents a major epigenetic alteration in human cancer. Methylation-specific PCR can amplify these modifications as markers in cancer cells. In the present work, we rigorously review the published literatures describing DNA methylation in the promoters of critical tumor suppressor genes; detection of promoter DNA methylation in various body fluids permits early detection of cancer cells during perioperative courses of clinical treatment. The latest whole-genome comprehensive explorations identified excellent epigenetic biomarkers that could be detected at high frequency with high specificity; these biomarkers, which are designated highly relevant methylation genes (HRMG), permit the discrimination of tumor tissues from the corresponding normal tissues; these markers are also associated with unique cancer phenotypes, including dismal prognosis. In humans, HRMG include the CDO1, GSHR, RASSF1 and SFRP1 genes, with these markers permitting discrimination depending on the organs tested. The combination of several HRMG increased the early detection of cancer and exhibited reliable surveillance potential in human body fluids. Cancer clinics using such epigenetic biomarkers are entering a new era of enhanced decision-making with the potential for improved cancer prognosis.
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Affiliation(s)
- Keishi Yamashita
- SurgeryKitasato University School of MedicineSagamiharaKanagawaJapan
- Division of Advanced Surgical Oncology, Research and Development Center for New Medical FrontiersKitasato University School of MedicineSagamiharaKanagawaJapan
| | - Kei Hosoda
- SurgeryKitasato University School of MedicineSagamiharaKanagawaJapan
| | | | - Hiroshi Katoh
- SurgeryKitasato University School of MedicineSagamiharaKanagawaJapan
| | - Masahiko Watanabe
- SurgeryKitasato University School of MedicineSagamiharaKanagawaJapan
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Zhang L, Kim I. Semiparametric Bayesian kernel survival model for evaluating pathway effects. Stat Methods Med Res 2018; 28:3301-3317. [PMID: 30289021 DOI: 10.1177/0962280218797360] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Massive amounts of high-dimensional data have been accumulated over the past two decades, which has cultured increasing interests in identifying gene pathways related to certain biological processes. In particular, since pathway-based analysis has the ability to detect subtle changes of differentially expressed genes that could be missed when using gene-based analysis, detecting the gene pathways that regulate certain diseases can provide new strategies for medical procedures and new targets for drug discovery. Limited work has been carried out, primarily in regression settings, to study the effects of pathways on survival outcomes. Motivated by a breast cancer gene-pathway data set, which exhibits the "small n, large p" characteristics, we propose a semiparametric Bayesian kernel survival model (s-BKSurv) to study the effects of both clinical covariates and gene expression levels within a pathway on survival time. We model the unknown high-dimensional functions of pathways via Gaussian kernel machine to consider the possibility that genes within the same pathway interact with each other. To address the multiple comparisons problem under a full Bayesian setting, we propose a similarity-dependent procedure based on Bayes factor to control the family-wise error rate. We demonstrate the outperformance of our approach under various simulation settings and pathways data.
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Affiliation(s)
- Lin Zhang
- Department of Statistics, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Inyoung Kim
- Department of Statistics, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
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Maiuri AR, Li H, Stein BD, Tennessen JM, O'Hagan HM. Inflammation-induced DNA methylation of DNA polymerase gamma alters the metabolic profile of colon tumors. Cancer Metab 2018; 6:9. [PMID: 30002826 PMCID: PMC6038244 DOI: 10.1186/s40170-018-0182-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 06/14/2018] [Indexed: 12/12/2022] Open
Abstract
Background Inflammation, metabolism, and epigenetic modulation are highly interconnected processes that can be altered during tumorigenesis. However, because of the complexity of these interactions, direct cause and effect during tumorigenesis have been difficult to prove. Previously, using a murine model of inflammation-induced colon tumorigenesis, we determined that the promoter of the catalytic subunit of DNA polymerase gamma (Polg) is DNA hypermethylated and silenced in inflammation-induced tumors, but not in non-inflammation-induced (mock) tumors, suggesting that inflammation can induce silencing of Polg through promoting DNA methylation during tumorigenesis. Polg is the only mitochondrial DNA polymerase and mutations in Polg cause mitochondrial diseases in humans. Because of the role of mitochondria in metabolism, we hypothesized that silencing of Polg in inflammation-induced tumors would result in these tumors having altered metabolism in comparison to mock tumors. Methods Inflammation-induced and mock colon tumors and colon epithelium from a mouse model of inflammation-induced colon tumorigenesis were assayed for alterations in Polg expression, mitochondria, and metabolism. Organoids derived from these tissues were used to study the direct effect of loss of Polg on mitochondria and metabolism. Results We demonstrate that inflammation-induced tumors with reduced Polg expression have decreased mitochondrial DNA content and numbers of mitochondria compared to normal epithelium or mock tumors. Tumoroids derived from mock and inflammation-induced tumors retained key characteristics of the original tumors. Inflammation-induced tumoroids had increased glucose uptake and lactate secretion relative to mock tumoroids. shRNA-mediated knockdown of Polg in mock tumoroids reduced mtDNA content, increased glucose uptake and lactate secretion, and made the tumoroids more resistant to oxidative stress. Conclusions These results suggest that inflammation-induced DNA methylation and silencing of Polg plays an important role in the tumorigenesis process by resulting in reduced mitochondria levels and altered metabolism. An enhanced understanding of how metabolism is altered in and drives inflammation-induced tumorigenesis will provide potential therapeutic targets. Electronic supplementary material The online version of this article (10.1186/s40170-018-0182-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ashley R Maiuri
- 1Medical Sciences, Indiana University School of Medicine, Bloomington, Indiana USA
| | - Hongde Li
- 2Department of Biology, Indiana University, Bloomington, Indiana USA
| | - Barry D Stein
- 2Department of Biology, Indiana University, Bloomington, Indiana USA
| | - Jason M Tennessen
- 2Department of Biology, Indiana University, Bloomington, Indiana USA
| | - Heather M O'Hagan
- 1Medical Sciences, Indiana University School of Medicine, Bloomington, Indiana USA.,3Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, Indiana USA
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Cleavage of a carbon-fluorine bond by an engineered cysteine dioxygenase. Nat Chem Biol 2018; 14:853-860. [PMID: 29942080 PMCID: PMC6103799 DOI: 10.1038/s41589-018-0085-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 05/04/2018] [Indexed: 11/08/2022]
Abstract
Cysteine dioxygenase (CDO) plays an essential role in sulfur metabolism by regulating homeostatic levels of cysteine. Human CDO contains a post-translationally generated Cys93-Tyr157 cross-linked cofactor. Here, we investigated this Cys-Tyr cross-linking by incorporating unnatural tyrosines in place of Tyr157 via a genetic method. The catalytically active variants were obtained with a thioether bond between Cys93 and the halogen-substituted Tyr157, and we determined the crystal structures of both wild-type and engineered CDO variants in the purely uncross-linked form and with a mature cofactor. Along with mass spectrometry and 19F NMR, these data indicated that the enzyme could catalyze oxidative C-F or C-Cl bond cleavage, resulting in a substantial conformational change of both Cys93 and Tyr157 during cofactor assembly. These findings provide insights into the mechanism of Cys-Tyr cofactor biogenesis and may aid the development of bioinspired aromatic carbon-halogen bond activation.
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Llinàs-Arias P, Esteller M. Epigenetic inactivation of tumour suppressor coding and non-coding genes in human cancer: an update. Open Biol 2018; 7:rsob.170152. [PMID: 28931650 PMCID: PMC5627056 DOI: 10.1098/rsob.170152] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 08/02/2017] [Indexed: 12/13/2022] Open
Abstract
Cancer cells undergo many different alterations during their transformation, including genetic and epigenetic events. The controlled division of healthy cells can be impaired through the downregulation of tumour suppressor genes. Here, we provide an update of the mechanisms in which epigenetically altered coding and non-coding tumour suppressor genes are implicated. We will highlight the importance of epigenetics in the different molecular pathways that lead to enhanced and unlimited capacity of division, genomic instability, metabolic shift, acquisition of mesenchymal features that lead to metastasis, and tumour plasticity. We will briefly describe these pathways, focusing especially on genes whose epigenetic inactivation through DNA methylation has been recently described, as well as on those that are well established as being epigenetically silenced in cancer. A brief perspective of current clinical therapeutic approaches that can revert epigenetic inactivation of non-coding tumour suppressor genes will also be given.
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Affiliation(s)
- Pere Llinàs-Arias
- Cancer Epigenetics Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain
| | - Manel Esteller
- Cancer Epigenetics Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Catalonia, Spain .,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Carrer de la Feixa Llarga, s/n, 08908 L'Hospitalet, Barcelona, Catalonia, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
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Kojima K, Nakamura T, Ohbu M, Katoh H, Ooizumi Y, Igarashi K, Ishii S, Tanaka T, Yokoi K, Nishizawa N, Yokota K, Kosaka Y, Sato T, Watanabe M, Yamashita K. Cysteine dioxygenase type 1 (CDO1) gene promoter methylation during the adenoma-carcinoma sequence in colorectal cancer. PLoS One 2018; 13:e0194785. [PMID: 29746493 PMCID: PMC5944981 DOI: 10.1371/journal.pone.0194785] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 03/10/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Progression of colorectal cancer (CRC) has been explained by genomic abnormalities along with the adenoma-carcinoma sequence theory (ACS). The aim of our study is to elucidate whether the promoter DNA methylation of the cancer-specific methylation gene, cysteine dioxygenase 1 (CDO1), contributes to the carcinogenic process in CRC. METHODS The study group comprised 107 patients with CRC who underwent surgical resection and 90 adenomas treated with endoscopic resection in the Kitasato University Hospital in 2000. We analyzed the extent of methylation in each tissue using quantitative TaqMan methylation-specific PCR for CDO1. RESULTS The methylation level increased along with the ACS process (p < 0.0001), and statistically significant differences were found between normal-appearing mucosa (NAM) and low-grade adenoma (p < 0.0001), and between low-grade adenoma and high-grade adenoma (p = 0.01), but not between high-grade adenoma and cancer with no liver metastasis. Furthermore, primary CRC cancers with liver metastasis harbored significantly higher methylation of CDO1 than those without liver metastasis (p = 0.02). As a result, the area under the curve by CDO1 promoter methylation was 0.96, 0.80, and 0.67 to discriminate cancer from NAM, low-grade adenoma from NAM, and low-grade adenoma from high-grade adenoma, respectively. CONCLUSIONS CDO1 methylation accumulates during the ACS process, and consistently contributes to CRC progression.
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Affiliation(s)
- Keita Kojima
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Takatoshi Nakamura
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Makoto Ohbu
- Department of Pathology, Kitasato University School of Allied Health Sciences, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Hiroshi Katoh
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Yosuke Ooizumi
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Kazuharu Igarashi
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Satoru Ishii
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Toshimichi Tanaka
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Keigo Yokoi
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Nobuyuki Nishizawa
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Kazuko Yokota
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Yoshimasa Kosaka
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Takeo Sato
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
| | - Masahiko Watanabe
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
- * E-mail:
| | - Keishi Yamashita
- Department of Surgery, Kitasato University School of Medicine, Minami-ku, Sagamihara, Kanagawa, Japan
- Division of Advanced Surgical Oncology, Department of Research and Development Center for New Medical Frontiers, Minami-ku, Sagamihara, Kanagawa, Japan
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Wang Y, Li J, Matye D, Zhang Y, Dennis K, Ding WX, Li T. Bile acids regulate cysteine catabolism and glutathione regeneration to modulate hepatic sensitivity to oxidative injury. JCI Insight 2018; 3:99676. [PMID: 29669937 DOI: 10.1172/jci.insight.99676] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 03/20/2018] [Indexed: 12/23/2022] Open
Abstract
Bile acids are signaling molecules that critically control hepatocellular function. Disrupted bile acid homeostasis may be implicated in the pathogenesis of chronic liver diseases. Glutathione is an important antioxidant that protects the liver against oxidative injury. Various forms of liver disease share the common characteristics of reduced cellular glutathione and elevated oxidative stress. This study reports a potentially novel physiological function of bile acids in regulating hepatic sulfur amino acid and glutathione metabolism. We found that bile acids strongly inhibited the cysteine dioxygenase type-1-mediated (CDO1-mediated) cysteine catabolic pathway via a farnesoid X receptor-dependent mechanism. Attenuating this bile acid repressive effect depleted the free cysteine pool and reduced the glutathione concentration in mouse liver. Upon acetaminophen challenge, cholestyramine-fed mice showed impaired hepatic glutathione regeneration capacity and markedly worsened liver injury, which was fully prevented by N-acetylcysteine administration. These effects were recapitulated in CDO1-overexpressing hepatocytes. Findings from this study support the importance of maintaining bile acid homeostasis under physiological and pathophysiological conditions, as altered hepatic bile acid signaling may negatively impact the antioxidant defense mechanism and sensitivity to oxidative injury. Furthermore, this finding provides a possible explanation for the reported mild hepatotoxicity associated with the clinical use of bile acid sequestrants in human patients.
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Affiliation(s)
- Yifeng Wang
- Department of Pharmacology, Toxicology and Therapeutics, and
| | - Jibiao Li
- Department of Pharmacology, Toxicology and Therapeutics, and
| | - David Matye
- Department of Pharmacology, Toxicology and Therapeutics, and
| | - Yuxia Zhang
- Department of Pharmacology, Toxicology and Therapeutics, and
| | - Katie Dennis
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Wen-Xing Ding
- Department of Pharmacology, Toxicology and Therapeutics, and
| | - Tiangang Li
- Department of Pharmacology, Toxicology and Therapeutics, and
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Choi JI, Cho EH, Kim SB, Kim R, Kwon J, Park M, Shin HJ, Ryu HS, Park SH, Lee KH. Promoter methylation of cysteine dioxygenase type 1: gene silencing and tumorigenesis in hepatocellular carcinoma. Ann Hepatobiliary Pancreat Surg 2017; 21:181-187. [PMID: 29264579 PMCID: PMC5736736 DOI: 10.14701/ahbps.2017.21.4.181] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 08/11/2017] [Indexed: 12/31/2022] Open
Abstract
Backgrounds/Aims Cysteine dioxygenase type 1 (CDO1) acts as a tumor suppressor and is silenced by promoter methylation in various malignancies. The relationship between the CDO1 methylation status and hepatocellular carcinoma (HCC) tumorigenesis was evaluated. Methods Using a HCC cell line (SNU423), an in vitro demethylation study was performed to confirm whether promoter methylation causes CDO1 down-regulation. The SNU423 cells transfected with the CDO1 cell function was compared to that of naïve cells. An in vivo study using immunohistochemical staining of HCC specimens that were collected from patients who underwent curative liver resection was also performed. Results CDO1 was activated after demethylation treatment in the HCC specimens. Moreover, tumor cell proliferation, colony-forming, migration, and invasion activities significantly decreased after CDO1 transfection (p<0.05). The percentage of tumors that were larger than 5 cm was higher in patients who had a lower expression of CDO1 (p=0.030). Vascular invasion and histological grade were independent prognostic factors for poor overall and recurrence-free survival. The degree of CDO1 expression was not an independent prognostic factor in this study's population. Conclusions These results suggested that methylation down-regulated CDO1 expression in the HCC cells. CDO1 methylation may be a potentially valuable diagnostic biomarker for HCC.
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Affiliation(s)
- Jung-Il Choi
- Department of Surgery, Korea Cancer Center Hospital, Seoul, Korea
| | - Eung-Ho Cho
- Department of Surgery, Korea Cancer Center Hospital, Seoul, Korea
| | - Sang Bum Kim
- Department of Surgery, Korea Cancer Center Hospital, Seoul, Korea
| | - Ryounggo Kim
- Department of Surgery, Dongnam Institution of Radiological & Medical Sciences, Busan, Korea
| | - Junhye Kwon
- Department of Translational Research, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Misun Park
- Department of Translational Research, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Hye-Jin Shin
- Department of Translational Research, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Han Suk Ryu
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Sun-Hoo Park
- Department of Pathology, Korea Cancer Center Hospital, Seoul, Korea
| | - Kee-Ho Lee
- Division of Radiation Cancer Research, Korea Institute of Radiological and Medication Sciences, Seoul, Korea
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Prognostic significance of promoter DNA hypermethylation of the cysteine dioxygenase 1 (CDO1) gene in primary gallbladder cancer and gallbladder disease. PLoS One 2017; 12:e0188178. [PMID: 29161283 PMCID: PMC5697808 DOI: 10.1371/journal.pone.0188178] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2017] [Accepted: 10/31/2017] [Indexed: 01/10/2023] Open
Abstract
Background Aberrant promoter DNA methylation of the cysteine dioxygenase 1 (CDO1) gene is found in various human cancers and is associated with clinical outcome. In this study, we assessed for the first time the clinicopathological significance of CDO1 methylation in primary gallbladder cancer (GBC) in comparison with non-malignant gallbladder disease. Methods CDO1 DNA methylation was quantified using quantitative TaqMan methylation specific PCR (Q-MSP) in 99 primary GBC patients together with the 78 corresponding non-tumor tissues and 26 benign gallbladder disease (including 7 patients with xanthogranulomatous cholecystitis) who underwent surgical resection between 1986 and 2014. Results The average CDO1 TaqMeth value of primary GBCs was 23.5±26. These values were significantly higher than those of corresponding non-tumor tissues (average 8±13, p < .0001) and diseased gallbladder tissues from patients with benign gallbladder diseases (average 0.98±1.6, p < .0001). CDO1 hypermethylation is also found in xanthogranulomatous cholecystitis. Using a cut-off value of 17.7, GBC cases with CDO1 hypermethylation (n = 47) showed significantly poorer prognosis than those with CDO1 hypomethylation (n = 52) (p = 0.0023). Multivariate Cox proportional hazards analysis identified that CDO1 hypermethylation was an independent prognostic factor. Notably, CDO1 hypermethylation showed prognostic relevance, especially in stage II GBC, in which it is highly anticipated to work as a predictive marker for candidates of adjuvant therapy. Conclusions Promoter NA methylation of CDO1 was demonstrated for the first time to be a cancer-associated methylation in primary GBC, and it has the potential to be a prognostic biomarker of GBC for high-risk patients with stage II GBC.
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Hao S, Yu J, He W, Huang Q, Zhao Y, Liang B, Zhang S, Wen Z, Dong S, Rao J, Liao W, Shi M. Cysteine Dioxygenase 1 Mediates Erastin-Induced Ferroptosis in Human Gastric Cancer Cells. Neoplasia 2017; 19:1022-1032. [PMID: 29144989 PMCID: PMC5686465 DOI: 10.1016/j.neo.2017.10.005] [Citation(s) in RCA: 190] [Impact Index Per Article: 27.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 10/20/2017] [Accepted: 10/23/2017] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Ferroptosis is a recently discovered form of iron-dependent nonapoptotic cell death. It is characterized by loss of the activity of the lipid repair enzyme, glutathione peroxidase 4 (GPX4), and accumulation of lethal reactive lipid oxygen species. However, we still know relatively little about ferroptosis and its molecular mechanism in gastric cancer (GC) cells. Here, we demonstrate that erastin, a classic inducer of ferroptosis, induces this form of cell death in GC cells and that cysteine dioxygenase 1 (CDO1) plays an important role in this process. METHODS We performed quantitative real-time polymerase chain reaction, Western blotting, cell viability assay, reactive oxygen species (ROS) assay, glutathione assay, lipid peroxidation assay, RNAi and gene transfection, immunofluorescent staining, dual-luciferase reporter assay, transmission electron microscopy, and chromatin immunoprecipitation assay to study the regulation of ferroptosis in GC cells. Mouse xenograft assay was used to figure out the mechanism in vivo. RESULTS Silencing CDO1 inhibited erastin-induced ferroptosis in GC cells both in vitro and in vivo. Suppression of CDO1 restored cellular GSH levels, prevented ROS generation, and reduced malondialdehyde, one of the end products of lipid peroxidation. In addition, silencing COO1 maintained mitochondrial morphologic stability in erastin-treated cells. Mechanistically, c-Myb transcriptionally regulated CDO1, and inhibition of CDO1 expression upregulated GPX4 expression. CONCLUSIONS Our findings give a better understanding of ferroptosis and its molecular mechanism in GC cells, gaining insight into ferroptosis-mediated cancer treatment.
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Affiliation(s)
- Shihui Hao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Jiang Yu
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Wanming He
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Qiong Huang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Yang Zhao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Bishan Liang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Shuyi Zhang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Zhaowei Wen
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Shumin Dong
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Jinjun Rao
- Key Laboratory of New Drug Screening of Guangdong Province, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Wangjun Liao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China
| | - Min Shi
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, PR China.
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Ushiku H, Yamashita K, Ema A, Minatani N, Kikuchi M, Kojo K, Yokoi K, Tanaka T, Nishizawa N, Ishii S, Hosoda K, Moriya H, Mieno H, Katada N, Kikuchi S, Katoh H, Watanabe M. DNA diagnosis of peritoneal fluid cytology test by CDO1 promoter DNA hypermethylation in gastric cancer. Gastric Cancer 2017; 20:784-792. [PMID: 28243814 DOI: 10.1007/s10120-017-0697-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Accepted: 01/20/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Minimal residual disease of the peritoneum is challenging for early cancer detection in gastric cancer (GC). Utility of PCR amplification of cancer-derived DNA has been considered feasible due to its molecular stability, however such markers have never been available in GC clinics. We recently discovered cancer-specific methylation of CDO1 gene in GC, and investigated the clinical potential to detect the minimal residual disease. METHODS One hundred and two GC patients were investigated for peritoneal fluid cytology test (CY), and detection level of the promoter DNA methylation of CDO1 gene was assessed by quantitative methylation specific PCR (Q-MSP) in the sediments (DNA CY). RESULTS (1) CY1 was pathologically confirmed in 8 cases, while DNA CY1 was detected in 18 cases. All 8 CY1 were DNA CY1. (2) DNA CY1 was recognized in 14.3, 25.0, 20.0, and 42.9%, in macroscopic Type II, small type III, large type III, and type IV, respectively, while it was not recognized in Type 0/I/V. (3) DNA CY1 was prognostic relevance in gastric cancer (p = 0.0004), and its significance was robust among Type III/IV gastric cancer (p = 0.006 for overall survival and p = 0.0006 for peritoneal recurrence free survival). (4) The peritoneal recurrence was hardly seen in GC patients with potent perioperative chemotherapy among those with DNA CY1. CONCLUSIONS DNA CY1 detected by Q-MSP for CDO1 gene promoter DNA methylation has a great potential to detect minimal residual disease of the peritoneum in GC clinics as a novel DNA marker.
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Affiliation(s)
- Hideki Ushiku
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Keishi Yamashita
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Akira Ema
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Naoko Minatani
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Mariko Kikuchi
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Ken Kojo
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Keigo Yokoi
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Toshimichi Tanaka
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Nobuyuki Nishizawa
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Satoru Ishii
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Kei Hosoda
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Hiromitsu Moriya
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Hiroaki Mieno
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Natsuya Katada
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Shiro Kikuchi
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Hiroshi Katoh
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Masahiko Watanabe
- Department of Surgery, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan.
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Sarkar B, Kulharia M, Mantha AK. Understanding human thiol dioxygenase enzymes: structure to function, and biology to pathology. Int J Exp Pathol 2017; 98:52-66. [PMID: 28439920 DOI: 10.1111/iep.12222] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Accepted: 01/18/2017] [Indexed: 12/15/2022] Open
Abstract
Amino acid metabolism is a significant metabolic activity in humans, especially of sulphur-containing amino acids, methionine and cysteine (Cys). Cys is cytotoxic and neurotoxic in nature; hence, mammalian cells maintain a constant intracellular level of Cys. Metabolism of Cys is mainly regulated by two thiol dioxygenases: cysteine dioxygenase (CDO) and 2-aminoethanethiol dioxygenase (ADO). CDO and ADO are the only human thiol dioxygenases reported with a role in Cys metabolism and localized to mitochondria. This metabolic pathway is important in various human disorders, as it is responsible for the synthesis of antioxidant glutathione and is also for the synthesis of hypotaurine and taurine. CDO is the most extensively studied protein, whose high-resolution crystallographic structures have been solved. As compared to CDO, ADO is less studied, even though it has a key role in cysteamine metabolism. To further understand ADO's structure and function, the three-dimensional structures have been predicted from I-TASSER and SWISS-MODEL servers and validated with PROCHECK software. Structural superimposition approach using iPBA web server further confirmed near-identical structures (including active sites) for the predicted protein models of ADO as compared to CDO. In addition, protein-protein interaction and their association in patho-physiology are crucial in understanding protein functions. Both ADO and CDO interacting partner profiles have been presented using STRING database. In this study, we have predicted a 3D model structure for ADO and summarized the biological roles and the pathological consequences which are associated with the altered expression and functioning of ADO and CDO in case of cancer, neurodegenerative disorders and other human diseases.
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Affiliation(s)
- Bibekananda Sarkar
- Center for Animal Sciences, School of Basic and Applied Sciences, Central University of Punjab, Bathinda, Punjab, India
| | - Mahesh Kulharia
- Center for Computational Sciences, School of Basic and Applied Sciences, Central University of Punjab, Bathinda, Punjab, India
| | - Anil K Mantha
- Center for Animal Sciences, School of Basic and Applied Sciences, Central University of Punjab, Bathinda, Punjab, India
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45
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Kojima K, Yamashita K, Ushiku H, Katoh H, Ishii S, Tanaka T, Yokoi K, Suzuki M, Ooizumi Y, Igarashi K, Hosoda K, Moriya H, Mieno H, Katada N, Tanabe S, Watanabe M. The clinical significance of cysteine dioxygenase type 1 methylation in Barrett esophagus adenocarcinoma. Dis Esophagus 2017; 30:1-9. [PMID: 28184414 DOI: 10.1093/dote/dow001] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Methylation of cysteine dioxygenase type 1 (CDO1) gene, a tumor suppressor gene, has been studied in various cancers; however, there is no information regarding Barrett esophagus cancer. In this study, the clinical significance of CDO1 methylation in Barrett esophagus adenocarcinoma (BEA) was clarified. CDO1 gene promoter methylation was analyzed for DNA from the patient's specimens using quantitative methylation-specific polymerase chain reaction. Thirty-eight BEA patients who underwent resection were identified between 2000 and 2014. Hypermethylation of CDO1 gene was demonstrated to be frequently recognized even at early stage in BEA by quantitative methylation-specific polymerase chain reaction. In BEA, there is a robust prognostic difference between stage I and stage II/III/IV with regard to 5-year relapse-free survival (P = 0.0016) and 5-year overall survival (P = 0.0024), and the tumor size separated by 7 cm was also a prognostic factor. There was significant difference in CDO1 gene methylation according to the tumor size (P = 0.036). BEA patients with CDO1 gene methylation were shown marginally significantly poorer prognosis (P = 0.054) than otherwise patients. In conclusion, higher CDO1 gene methylation was seen in BEA at earlier stage than in squamous cell carcinoma, and it may account for aggressive phenotype of BEA.
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Affiliation(s)
- K Kojima
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - K Yamashita
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - H Ushiku
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - H Katoh
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - S Ishii
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - T Tanaka
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - K Yokoi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - M Suzuki
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Y Ooizumi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - K Igarashi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - K Hosoda
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - H Moriya
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - H Mieno
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - N Katada
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - S Tanabe
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - M Watanabe
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
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Ushiku H, Yamashita K, Katoh H, Ema A, Minatani N, Kikuchi M, Kojo K, Yokoi K, Tanaka T, Nishizawa N, Ishii S, Hosoda K, Moriya H, Mieno H, Katada N, Kikuchi S, Watanabe M. Promoter DNA methylation of CDO1 gene and its clinical significance in esophageal squamous cell carcinoma. Dis Esophagus 2017; 30:1-9. [PMID: 27629777 DOI: 10.1111/dote.12496] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We have demonstrated that CDO1 methylation is frequently found in various cancers, including esophageal squamous cell carcinoma (ESCC), but its clinical relevance has remained elusive. CDO1 methylation was investigated in 169 ESCC patients who underwent esophagectomy between 1996 and 2007. CDO1 methylation was assessed by Q-MSP (quantitative methylation specific PCR), and its clinical significance, including its relationship to prognosis, was analyzed. (i) The median TaqMeth value of CDO1 methylation was 9.4, ranging from 0 to 279.5. CDO1 methylation was significantly different between cStage I and cStage II/III (P = 0.02). (ii) On the log-rank plot, the optimal cut-off value was determined to be 8.9; ESCC patients with high CDO1 methylation showed a significantly worse prognosis than those with low CDO1 methylation (P = 0.02). (iii) A multivariate Cox proportional hazards model identified only CDO1 hypermethylation as an independent prognostic factor (HR 2.00, CI 1.09-3.78, P = 0.03). (iv) CDO1 hypermethylation stratified ESCC patients' prognosis in cStage II/III for both neoadjuvant chemo(radio)therapy (NAC)-positive and NAC-negative cases. Moreover, the CDO1 methylation level was significantly lower in cases with Grade 2/3 than in those with Grade 0/1 (P = 0.02) among cStage II/III ESCC patients with NAC. Promoter DNA hypermethylation of CDO1 could be an independent prognostic factor in ESCC; it may also reflect NAC eradication of tumor cells in the primary tumors.
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Affiliation(s)
- Hideki Ushiku
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Keishi Yamashita
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Hiroshi Katoh
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Akira Ema
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Naoko Minatani
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Mariko Kikuchi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Ken Kojo
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Keigo Yokoi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Toshimichi Tanaka
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Nobuyuki Nishizawa
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Satoru Ishii
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Kei Hosoda
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Hiromitsu Moriya
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Hiroaki Mieno
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Natsuya Katada
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Shiro Kikuchi
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Masahiko Watanabe
- Department of Surgery, Kitasato University School of Medicine, Sagamihara, Japan
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Feng N, Wang Y, Zheng M, Yu X, Lin H, Ma RN, Shi O, Zheng X, Gao M, Yu H, Garmire L, Qian B. Genome-wide analysis of DNA methylation and their associations with long noncoding RNA/mRNA expression in non-small-cell lung cancer. Epigenomics 2017; 9:137-153. [PMID: 28111977 DOI: 10.2217/epi-2016-0120] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
AIM The goal of this study is to identify differentially methylated (DM) loci associated with long noncoding RNA (lncRNA)/mRNA expression in non-small-cell lung cancer (NSCLC). MATERIALS & METHODS Microarrays were used to interrogate genome-wide methylation and expression of lncRNA/mRNA in NSCLC. RESULTS We identified 113,644 DM loci between tumors and adjacent tissues. Among them, 26,310 DM loci were associated with 1685 differentially expressed genes, and 839 genes had significant correlations between methylation and expression, of which 26 hypermethylated loci in transcription start site 200 were correlated with low gene expression. We validated the correlations between methylation and expression in five genes (CDO1, C2orf40, SCARF1, ZFP106 and IFFO1) using pyrosequencing and quantitative polymerase chain reaction. We also found significant correlations between lncRNAs and mRNAs, and validated four of the correlations with quantitative polymerase chain reaction. CONCLUSION Integrated analysis of genome-wide DNA methylation and lncRNA/mRNA expression allows us to identify new DM loci-correlated with gene expression in NSCLC.
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Affiliation(s)
- Nannan Feng
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yu Wang
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Tianjin Key Laboratory of Cancer Prevention & Therapy, Tianjin Medical University Cancer Institute & Hospital, Tianjin 300060, China
| | - Min Zheng
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiao Yu
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Hongyan Lin
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Rong-Na Ma
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Oumin Shi
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiangqian Zheng
- Tianjin Key Laboratory of Cancer Prevention & Therapy, Tianjin Medical University Cancer Institute & Hospital, Tianjin 300060, China
| | - Ming Gao
- Tianjin Key Laboratory of Cancer Prevention & Therapy, Tianjin Medical University Cancer Institute & Hospital, Tianjin 300060, China
| | - Herbert Yu
- Cancer Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA
| | - Lana Garmire
- Cancer Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA
| | - Biyun Qian
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital & Faculty of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
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Villar-Acevedo G, Lugo-Mas P, Blakely MN, Rees JA, Ganas AS, Hanada EM, Kaminsky W, Kovacs JA. Metal-Assisted Oxo Atom Addition to an Fe(III) Thiolate. J Am Chem Soc 2016; 139:119-129. [PMID: 28033001 DOI: 10.1021/jacs.6b03512] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Cysteinate oxygenation is intimately tied to the function of both cysteine dioxygenases (CDOs) and nitrile hydratases (NHases), and yet the mechanisms by which sulfurs are oxidized by these enzymes are unknown, in part because intermediates have yet to be observed. Herein, we report a five-coordinate bis-thiolate ligated Fe(III) complex, [FeIII(S2Me2N3(Pr,Pr))]+ (2), that reacts with oxo atom donors (PhIO, IBX-ester, and H2O2) to afford a rare example of a singly oxygenated sulfenate, [FeIII(η2-SMe2O)(SMe2)N3(Pr,Pr)]+ (5), resembling both a proposed intermediate in the CDO catalytic cycle and the essential NHase Fe-S(O)Cys114 proposed to be intimately involved in nitrile hydrolysis. Comparison of the reactivity of 2 with that of a more electron-rich, crystallographically characterized derivative, [FeIIIS2Me2NMeN2amide(Pr,Pr)]- (8), shows that oxo atom donor reactivity correlates with the metal ion's ability to bind exogenous ligands. Density functional theory calculations suggest that the mechanism of S-oxygenation does not proceed via direct attack at the thiolate sulfurs; the average spin-density on the thiolate sulfurs is approximately the same for 2 and 8, and Mulliken charges on the sulfurs of 8 are roughly twice those of 2, implying that 8 should be more susceptible to sulfur oxidation. Carboxamide-ligated 8 is shown to be unreactive towards oxo atom donors, in contrast to imine-ligated 2. Azide (N3-) is shown to inhibit sulfur oxidation with 2, and a green intermediate is observed, which then slowly converts to sulfenate-ligated 5. This suggests that the mechanism of sulfur oxidation involves initial coordination of the oxo atom donor to the metal ion. Whether the green intermediate is an oxo atom donor adduct, Fe-O═I-Ph, or an Fe(V)═O remains to be determined.
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Affiliation(s)
- Gloria Villar-Acevedo
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Priscilla Lugo-Mas
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Maike N Blakely
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Julian A Rees
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Abbie S Ganas
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Erin M Hanada
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Werner Kaminsky
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
| | - Julie A Kovacs
- The Department of Chemistry, University of Washington , Box 351700, Seattle, Washington 98195-1700, United States
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Abstract
The majority of kidney cancers are associated with mutations in the von Hippel-Lindau gene and a small proportion are associated with infrequent mutations in other well characterized tumour-suppressor genes. In the past 15 years, efforts to uncover other key genes involved in renal cancer have identified many genes that are dysregulated or silenced via epigenetic mechanisms, mainly through methylation of promoter CpG islands or dysregulation of specific microRNAs. In addition, the advent of next-generation sequencing has led to the identification of several novel genes that are mutated in renal cancer, such as PBRM1, BAP1 and SETD2, which are all involved in histone modification and nucleosome and chromatin remodelling. In this Review, we discuss how altered DNA methylation, microRNA dysregulation and mutations in histone-modifying enzymes disrupt cellular pathways in renal cancers.
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Affiliation(s)
- Mark R Morris
- Brain Tumour Research Centre, Wolverhampton School of Sciences, University of Wolverhampton, Wulfruna Street, Wolverhampton WV1 1LY, UK
| | - Farida Latif
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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50
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Meller S, Zipfel L, Gevensleben H, Dietrich J, Ellinger J, Majores M, Stein J, Sailer V, Jung M, Kristiansen G, Dietrich D. CDO1 promoter methylation is associated with gene silencing and is a prognostic biomarker for biochemical recurrence-free survival in prostate cancer patients. Epigenetics 2016; 11:871-880. [PMID: 27689475 DOI: 10.1080/15592294.2016.1241931] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Molecular biomarkers may facilitate the distinction between aggressive and clinically insignificant prostate cancer (PCa), thereby potentially aiding individualized treatment. We analyzed cysteine dioxygenase 1 (CDO1) promoter methylation and mRNA expression in order to evaluate its potential as prognostic biomarker. CDO1 methylation and mRNA expression were determined in cell lines and formalin-fixed paraffin-embedded prostatectomy specimens from a first cohort of 300 PCa patients using methylation-specific qPCR and qRT-PCR. Univariate and multivariate Cox proportional hazards and Kaplan-Meier analyses were performed to evaluate biochemical recurrence (BCR)-free survival. Results were confirmed in an independent second cohort comprising 498 PCa cases. Methylation and mRNA expression data from the second cohort were generated by The Cancer Genome Atlas (TCGA) Research Network by means of Infinium HumanMethylation450 BeadChip and RNASeq. CDO1 was hypermethylated in PCa compared to normal adjacent tissues and benign prostatic hyperplasia (P < 0.001) and was associated with reduced gene expression (ρ = -0.91, P = 0.005). Using two different methodologies for methylation quantification, high CDO1 methylation as continuous variable was associated with BCR in univariate analysis (first cohort: HR = 1.02, P = 0.002, 95% CI [1.01-1.03]; second cohort: HR = 1.02, P = 0.032, 95% CI [1.00-1.03]) but failed to reach statistical significance in multivariate analysis. CDO1 promoter methylation is involved in gene regulation and is a potential prognostic biomarker for BCR-free survival in PCa patients following radical prostatectomy. Further studies are needed to validate CDO1 methylation assays and to evaluate the clinical utility of CDO1 methylation for the management of PCa.
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Affiliation(s)
- Sebastian Meller
- a University Hospital Bonn, Institute of Pathology , Bonn , Germany
| | - Lisa Zipfel
- a University Hospital Bonn, Institute of Pathology , Bonn , Germany
| | | | - Jörn Dietrich
- b Department of Otolaryngology , Head and Neck Surgery, University Hospital Bonn , Bonn , Germany
| | - Jörg Ellinger
- c Department of Urology , University Hospital Bonn , Bonn , Germany
| | | | - Johannes Stein
- c Department of Urology , University Hospital Bonn , Bonn , Germany
| | - Verena Sailer
- e Department of Pathology and Laboratory Medicine , New York Weill Cornell Medicine of Cornell University , NY , USA.,f Englander Institute for Precision Medicine, Weill Cornell Medicine of Cornell University New York , NY , USA
| | - Maria Jung
- a University Hospital Bonn, Institute of Pathology , Bonn , Germany
| | - Glen Kristiansen
- a University Hospital Bonn, Institute of Pathology , Bonn , Germany
| | - Dimo Dietrich
- a University Hospital Bonn, Institute of Pathology , Bonn , Germany.,b Department of Otolaryngology , Head and Neck Surgery, University Hospital Bonn , Bonn , Germany
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