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Peng L, Tu Y, Huang L, Li Y, Fu X, Chen X. DAESTB: inferring associations of small molecule-miRNA via a scalable tree boosting model based on deep autoencoder. Brief Bioinform 2022; 23:6827720. [PMID: 36377749 DOI: 10.1093/bib/bbac478] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 09/28/2022] [Accepted: 10/08/2022] [Indexed: 11/16/2022] Open
Abstract
MicroRNAs (miRNAs) are closely related to a variety of human diseases, not only regulating gene expression, but also having an important role in human life activities and being viable targets of small molecule drugs for disease treatment. Current computational techniques to predict the potential associations between small molecule and miRNA are not that accurate. Here, we proposed a new computational method based on a deep autoencoder and a scalable tree boosting model (DAESTB), to predict associations between small molecule and miRNA. First, we constructed a high-dimensional feature matrix by integrating small molecule-small molecule similarity, miRNA-miRNA similarity and known small molecule-miRNA associations. Second, we reduced feature dimensionality on the integrated matrix using a deep autoencoder to obtain the potential feature representation of each small molecule-miRNA pair. Finally, a scalable tree boosting model is used to predict small molecule and miRNA potential associations. The experiments on two datasets demonstrated the superiority of DAESTB over various state-of-the-art methods. DAESTB achieved the best AUC value. Furthermore, in three case studies, a large number of predicted associations by DAESTB are confirmed with the public accessed literature. We envision that DAESTB could serve as a useful biological model for predicting potential small molecule-miRNA associations.
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Affiliation(s)
- Li Peng
- College of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China.,Hunan Key Laboratory for Service computing and Novel Software Technology
| | - Yuan Tu
- College of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China
| | - Li Huang
- Academy of Arts and Design, Tsinghua University, Beijing, 10084, China.,The Future Laboratory, Tsinghua University, Beijing, 10084, China
| | - Yang Li
- Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan, 411105, China
| | - Xiangzheng Fu
- College of Information Science and Engineering, Hunan University, Changsha, 410082, Hunan, China
| | - Xiang Chen
- College of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China
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Altered RBP1 Gene Expression Impacts Epithelial Cell Retinoic Acid, Proliferation, and Microenvironment. Cells 2022; 11:cells11050792. [PMID: 35269414 PMCID: PMC8909206 DOI: 10.3390/cells11050792] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Revised: 02/12/2022] [Accepted: 02/16/2022] [Indexed: 11/17/2022] Open
Abstract
Vitamin A is an essential diet-derived nutrient that has biological activity affected through an active metabolite, all-trans retinoic acid (atRA). Retinol-binding protein type 1 (RBP1) is an intracellular chaperone that binds retinol and retinal with high affinity, protects retinoids from non-specific oxidation, and delivers retinoids to specific enzymes to facilitate biosynthesis of RA. RBP1 expression is reduced in many of the most prevalent cancers, including breast cancer. Here, we sought to understand the relationship between RBP1 expression and atRA biosynthesis in mammary epithelial cells, as well as RBP1 expression and atRA levels in human mammary tissue. We additionally aimed to investigate the impact of RBP1 expression and atRA on the microenvironment as well as the potential for therapeutic restoration of RBP1 expression and endogenous atRA production. Using human mammary ductal carcinoma samples and a series of mammary epithelial cell lines representing different stages of tumorigenesis, we investigated the relationship between RBP1 expression as determined by QPCR and atRA via direct liquid chromatography-multistage-tandem mass spectrometry-based quantification. The functional effect of RBP1 expression and atRA in epithelial cells was investigated via the expression of direct atRA targets using QPCR, proliferation using Ki-67 staining, and collagen deposition via picrosirius red staining. We also investigated the atRA content of stromal cells co-cultured with normal and tumorigenic epithelial cells. Results show that RBP1 and atRA are reduced in mammary tumor tissue and tumorigenic epithelial cell lines. Knock down of RBP1 expression using shRNA or overexpression of RBP1 supported a direct relationship between RBP1 expression with atRA. Increases in cellular atRA were able to activate atRA direct targets, inhibit proliferation and inhibit collagen deposition in epithelial cell lines. Conditions encountered in tumor microenvironments, including low glucose and hypoxia, were able to reduce RBP1 expression and atRA. Treatment with either RARα agonist AM580 or demethylating agent Decitabine were able to increase RBP1 expression and atRA. Cellular content of neighboring fibroblasts correlated with the RA producing capacity of epithelial cells in co-culture. This work establishes a direct relationship between RBP1 expression and atRA, which is maintained when RBP1 expression is restored therapeutically. The results demonstrate diseases with reduced RBP1 could potentially benefit from therapeutics that restore RBP1 expression and endogenous atRA.
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3
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Wang CC, Zhu CC, Chen X. Ensemble of kernel ridge regression-based small molecule-miRNA association prediction in human disease. Brief Bioinform 2021; 23:6407727. [PMID: 34676393 DOI: 10.1093/bib/bbab431] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/06/2021] [Accepted: 09/18/2021] [Indexed: 12/12/2022] Open
Abstract
MicroRNAs (miRNAs) play crucial roles in human disease and can be targeted by small molecule (SM) drugs according to numerous studies, which shows that identifying SM-miRNA associations in human disease is important for drug development and disease treatment. We proposed the method of Ensemble of Kernel Ridge Regression-based Small Molecule-MiRNA Association prediction (EKRRSMMA) to uncover potential SM-miRNA associations by combing feature dimensionality reduction and ensemble learning. First, we constructed different feature subsets for both SMs and miRNAs. Then, we trained homogeneous base learners based on distinct feature subsets and took the average of scores obtained from these base learners as SM-miRNA association score. In EKRRSMMA, feature dimensionality reduction technology was employed in the process of construction of feature subsets to reduce the influence of noisy data. Besides, the base learner, namely KRR_avg, was the combination of two classifiers constructed under SM space and miRNA space, which could make full use of the information of SM and miRNA. To assess the prediction performance of EKRRSMMA, we conducted Leave-One-Out Cross-Validation (LOOCV), SM-fixed local LOOCV, miRNA-fixed local LOOCV and 5-fold CV based on two datasets. For Dataset 1 (Dataset 2), EKRRSMMA got the Area Under receiver operating characteristic Curves (AUCs) of 0.9793 (0.8871), 0.8071 (0.7705), 0.9732 (0.8586) and 0.9767 ± 0.0014 (0.8560 ± 0.0027). Besides, we conducted four case studies. As a result, 32 (5-Fluorouracil), 19 (17β-Estradiol), 26 (5-Aza-2'-deoxycytidine) and 11 (cyclophosphamide) out of top 50 predicted potentially associated miRNAs were confirmed by database or experimental literature. Above evaluation results demonstrated that EKRRSMMA is reliable for predicting SM-miRNA associations.
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Affiliation(s)
- Chun-Chun Wang
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
| | - Chi-Chi Zhu
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
| | - Xing Chen
- Artificial Intelligence Research Institute, China University of Mining and Technology, Xuzhou 221116, China
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4
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Schumann NAB, Mendonça AS, Silveira MM, Vargas LN, Leme LO, de Sousa RV, Franco MM. Procaine and S-Adenosyl-l-Homocysteine Affect the Expression of Genes Related to the Epigenetic Machinery and Change the DNA Methylation Status of In Vitro Cultured Bovine Skin Fibroblasts. DNA Cell Biol 2019; 39:37-49. [PMID: 31750745 DOI: 10.1089/dna.2019.4934] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Cloning using somatic cell nuclear transfer (SCNT) has many potential applications such as in transgenic and genomic-edited animal production. Abnormal epigenetic reprogramming of somatic cell nuclei is probably the major cause of the low efficiency associated with SCNT. Strategies to alter DNA reprogramming in donor cell nuclei may help improve the cloning efficiency. In the present study, we aimed to characterize the effects of procaine and S-adenosyl-l-homocysteine (SAH) as demethylating agents during the cell culture of bovine skin fibroblasts. We characterized the effects of procaine and SAH on the expression of genes related to the epigenetic machinery, including the DNA methyltransferase 1 (DNMT1), DNA methyltransferase 3 alpha (DNMT3A), DNA methyltransferase 3 beta (DNMT3B), TET1, TET2, TET3, and OCT4 genes, and on DNA methylation levels of bovine skin fibroblasts. We found that DNA methylation levels of satellite I were reduced by SAH (p = 0.0495) and by the combination of SAH and procaine (p = 0.0479) compared with that in the control group. Global DNA methylation levels were lower in cells that were cultivated with both compounds than in control cells (procaine [p = 0.0116], SAH [p = 0.0408], and both [p = 0.0163]). Regarding gene expression, there was a decrease in the DNMT1 transcript levels in cells cultivated with SAH (p = 0.0151) and SAH/procaine (0.0001); a decrease in the DNMT3A transcript levels in cells cultivated with SAH/procaine (p = 0.016); and finally, a decrease in the DNMT3B transcript levels in cells cultivated with procaine (p = 0.0007), SAH (p = 0.0060), and SAH/procaine (p = 0.0021) was found. Higher levels of TET3 transcripts in cells cultivated with procaine (p = 0.0291), SAH (p = 0.0373), and procaine/SAH (p = 0.0013) compared with the control were also found. Regarding the OCT4 gene, no differences were found. Our results showed that the use of procaine and SAH during bovine cell culture was able to alter the epigenetic profile of the cells. This approach may be a useful alternative strategy to improve the efficiency of reprogramming the somatic nuclei after fusion, which in turn will improve the SCNT efficiency.
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Affiliation(s)
- Naiara A B Schumann
- Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, Brazil
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | - Anelise S Mendonça
- Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, Brazil
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | - Márcia M Silveira
- Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, Brazil
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | - Luna N Vargas
- Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, Brazil
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | - Ligiane O Leme
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | - Regivaldo V de Sousa
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
| | - Maurício M Franco
- Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, Brazil
- Laboratory of Animal Reproduction, Embrapa Genetic Resources and Biotechnology, Brasília, Brazil
- School of Veterinary Medicine, Federal University of Uberlândia, Uberlândia, Brazil
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Ji J, Xu Y, Zheng M, Luo C, Lei H, Qu H, Shu D. Methionine Attenuates Lipopolysaccharide-Induced Inflammatory Responses via DNA Methylation in Macrophages. ACS OMEGA 2019; 4:2331-2336. [PMID: 30775649 PMCID: PMC6374979 DOI: 10.1021/acsomega.8b03571] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 01/16/2019] [Indexed: 05/28/2023]
Abstract
Methionine (Met) is an essential and multifunctional nutrient in vertebrate diets. It is a precursor of S-adenosylmethionine (SAM), the methyl donor for DNA methylation, which has an important role in the inflammatory responses. However, whether Met exerts anti-inflammatory effects by altering DNA methylation in macrophages is unclear. In this study, Met was found to diminish the activation of the mitogen-activated protein kinase signaling pathway; decrease the production of tumor necrosis factor-α, interleukin-6, and interferon-β; and enhance the levels of intracellular SAM after lipopolysaccharide (LPS) treatment in macrophages. Similarly, SAM inhibited the LPS-induced inflammatory response, consistent with the result of Met treatment. Met-treated macrophages displayed increased global DNA methylation. The DNA methyltransferase inhibitor 5-aza-2'-deoxycytidine partially blocked the anti-inflammatory effects of Met in macrophages, suggesting a mechanism involving DNA methylation. Collectively, the results indicated that Met inhibits the LPS-induced inflammatory response by altering DNA methylation in RAW 264.7 macrophages. The findings provide new insights into the interplay between nutrition and immunology, and highlight the regulatory effects of amino acids on the host immune system.
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Affiliation(s)
- Jian Ji
- State
Key Laboratory of Livestock and Poultry Breeding, Guangdong Key Laboratory
of Animal Breeding and Nutrition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Yibin Xu
- State
Key Laboratory of Livestock and Poultry Breeding, Guangdong Key Laboratory
of Animal Breeding and Nutrition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Mingzhu Zheng
- Molecular
and Cellular Immunoregulation Section, Laboratory of Immune System
Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Chenglong Luo
- State
Key Laboratory of Livestock and Poultry Breeding, Guangdong Key Laboratory
of Animal Breeding and Nutrition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Huangtao Lei
- State
Key Laboratory of Livestock and Poultry Breeding, Guangdong Key Laboratory
of Animal Breeding and Nutrition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Hao Qu
- State
Key Laboratory of Livestock and Poultry Breeding, Guangdong Key Laboratory
of Animal Breeding and Nutrition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Dingming Shu
- State
Key Laboratory of Livestock and Poultry Breeding, Guangdong Key Laboratory
of Animal Breeding and Nutrition, Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
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do Amaral GCLS, Planello AC, Borgato G, de Lima DG, Guimarães GN, Marques MR, de Souza AP. 5-Aza-CdR promotes partial MGMT demethylation and modifies expression of different genes in oral squamous cell carcinoma. Oral Surg Oral Med Oral Pathol Oral Radiol 2019; 127:425-432. [PMID: 30827853 DOI: 10.1016/j.oooo.2019.01.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 01/03/2019] [Accepted: 01/06/2019] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Treatment strategies for oral squamous cell carcinoma (OSCC) vary, depending on the stage of diagnosis. Surgery and radiotherapy are options for localized lesions for stage I patients, whereas chemotherapy is the main treatment for metastatic OSCC. However, aggressive tumors can relapse, frequently causing death. In an attempt to address this, novel treatment protocols using drugs that alter the epigenetic profile have emerged as an alternative to control tumor growth and metastasis. Therefore, the objective in this study was to investigate the effect of the demethylating drug 5-aza-CdR in SCC9 OSCC cells. STUDY DESIGN SCC9 cells were treated with 5-Aza-CdR at concentrations of 0.3μM and 2μM for 24hours and 48hours. DNA methylation of the MGMT, BRCA1, APC, c-MYC, and hTERT genes were investigated by using the methylation-specific high-resolution melting technique. Real time-polymerase chain reaction and quantitative polymerase chain reaction were performed to analyze gene expression. RESULTS 5-Aza-CdR promoted demethylation of MGMT and modified the transcription of all analyzed genes. Curiously, 5-aza-CdR at the concentration of 0.3μM was more efficient than 2μM in SCC9 cells. CONCLUSIONS We observed that 5-aza-CdR led to MGMT demethylation, upregulated the transcription of 3 important tumor suppressor genes, and promoted the downregulation of c-Myc.
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Affiliation(s)
- Guilherme C L S do Amaral
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil
| | - Aline C Planello
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil
| | - Gabriell Borgato
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil
| | - Dieila Giomo de Lima
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil
| | - Gustavo N Guimarães
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil
| | - Marcelo Rocha Marques
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil
| | - Ana Paula de Souza
- Laboratory of Molecular Biology, Department of Morphology, Piracicaba Dental School, FOP, State University of Campinas, UNICAMP, Piracicaba-SP, Brazil.
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7
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Qu J, Chen X, Sun YZ, Zhao Y, Cai SB, Ming Z, You ZH, Li JQ. In Silico Prediction of Small Molecule-miRNA Associations Based on the HeteSim Algorithm. MOLECULAR THERAPY-NUCLEIC ACIDS 2018; 14:274-286. [PMID: 30654189 PMCID: PMC6348698 DOI: 10.1016/j.omtn.2018.12.002] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 11/15/2018] [Accepted: 12/04/2018] [Indexed: 01/27/2023]
Abstract
Targeting microRNAs (miRNAs) with drug small molecules (SMs) is a new treatment method for many human complex diseases. Unsurprisingly, identification of potential miRNA-SM associations is helpful for pharmaceutical engineering and disease therapy in the field of medical research. In this paper, we developed a novel computational model of HeteSim-based inference for SM-miRNA Association prediction (HSSMMA) by implementing a path-based measurement method of HeteSim on a heterogeneous network combined with known miRNA-SM associations, integrated miRNA similarity, and integrated SM similarity. Through considering paths from an SM to a miRNA in the heterogeneous network, the model can capture the semantics information under each path and predict potential miRNA-SM associations based on all the considered paths. We performed global, miRNA-fixed local and SM-fixed local leave one out cross validation (LOOCV) as well as 5-fold cross validation based on the dataset of known miRNA-SM associations to evaluate the prediction performance of our approach. The results showed that HSSMMA gained the corresponding areas under the receiver operating characteristic (ROC) curve (AUCs) of 0.9913, 0.9902, 0.7989, and 0.9910 ± 0.0004 based on dataset 1 and AUCs of 0.7401, 0.8466, 0.6149, and 0.7451 ± 0.0054 based on dataset 2, respectively. In case studies, 2 of the top 10 and 13 of the top 50 predicted potential miRNA-SM associations were confirmed by published literature. We further implemented case studies to test whether HSSMMA was effective for new SMs without any known related miRNAs. The results from cross validation and case studies showed that HSSMMA could be a useful prediction tool for the identification of potential miRNA-SM associations.
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Affiliation(s)
- Jia Qu
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
| | - Xing Chen
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China.
| | - Ya-Zhou Sun
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China
| | - Yan Zhao
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
| | - Shu-Bin Cai
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China
| | - Zhong Ming
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China.
| | - Zhu-Hong You
- Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Science, Ürümqi 830011, China.
| | - Jian-Qiang Li
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China
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8
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Guan NN, Sun YZ, Ming Z, Li JQ, Chen X. Prediction of Potential Small Molecule-Associated MicroRNAs Using Graphlet Interaction. Front Pharmacol 2018; 9:1152. [PMID: 30374302 PMCID: PMC6196296 DOI: 10.3389/fphar.2018.01152] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 09/24/2018] [Indexed: 11/13/2022] Open
Abstract
MicroRNAs (miRNAs) have been proved to be targeted by the small molecules recently, which made using small molecules to target miRNAs become a possible therapy for human diseases. Therefore, it is very meaningful to investigate the relationships between small molecules and miRNAs, which is still yet in the newly-developing stage. In this paper, we presented a prediction model of Graphlet Interaction based inference for Small Molecule-MiRNA Association prediction (GISMMA) by combining small molecule similarity network, miRNA similarity network and known small molecule-miRNA association network. This model described the complex relationship between two small molecules or between two miRNAs using graphlet interaction which consists of 28 isomers. The association score between a small molecule and a miRNA was calculated based on counting the numbers of graphlet interaction throughout the small molecule similarity network and the miRNA similarity network, respectively. Global and two types of local leave-one-out cross validation (LOOCV) as well as five-fold cross validation were implemented in two datasets to evaluate GISMMA. For Dataset 1, the AUCs are 0.9291 for global LOOCV, 0.9505, and 0.7702 for two local LOOCVs, 0.9263 ± 0.0026 for five-fold cross validation; for Dataset 2, the AUCs are 0.8203, 0.8640, 0.6591, and 0.8554 ± 0.0063, in turn. In case study for small molecules, 5-Fluorouracil, 17β-Estradiol and 5-Aza-2'-deoxycytidine, the numbers of top 50 miRNAs predicted by GISMMA and validated to be related to these three small molecules by experimental literatures are in turn 30, 29, and 25. Based on the results from cross validations and case studies, it is easy to realize the excellent performance of GISMMA.
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Affiliation(s)
- Na-Na Guan
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
| | - Ya-Zhou Sun
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
| | - Zhong Ming
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China.,National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China
| | - Jian-Qiang Li
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
| | - Xing Chen
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China
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9
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Seelan RS, Mukhopadhyay P, Pisano MM, Greene RM. Effects of 5-Aza-2'-deoxycytidine (decitabine) on gene expression. Drug Metab Rev 2018; 50:193-207. [PMID: 29455551 DOI: 10.1080/03602532.2018.1437446] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
5-Aza-2'-deoxycytidine (AzaD), also known as Decitabine, is a deoxycytidine analog that is typically used to activate methylated and silenced genes by promoter demethylation. However, a survey of the scientific literature indicates that promoter demethylation may not be the only (or, indeed, the major) mechanism by which AzaD affects gene expression. Regulation of gene expression by AzaD can occur in several ways, including some that are independent of DNA demethylation. Results from several studies indicate that the effect of AzaD on gene expression is highly context-dependent and can differ for the same gene under different environmental settings. This may, in part, be due to the nature of the silencing mechanism(s) involved - DNA methylation, repressive histone modifications, or a combination of both. The varied effects of AzaD on such context-dependent regulation of gene expression may underlie some of the diverse responses exhibited by patients undergoing AzaD therapy. In this review, we describe the salient properties of AzaD with particular emphasis on its diverse effects on gene expression, aspects that have barely been discussed in most reviews of this interesting drug.
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Affiliation(s)
- Ratnam S Seelan
- a Department of Surgical and Hospital Dentistry, Division of Craniofacial Development and Anomalies , ULSD, University of Louisville , Louisville , KY , USA
| | - Partha Mukhopadhyay
- a Department of Surgical and Hospital Dentistry, Division of Craniofacial Development and Anomalies , ULSD, University of Louisville , Louisville , KY , USA
| | - M Michele Pisano
- a Department of Surgical and Hospital Dentistry, Division of Craniofacial Development and Anomalies , ULSD, University of Louisville , Louisville , KY , USA
| | - Robert M Greene
- a Department of Surgical and Hospital Dentistry, Division of Craniofacial Development and Anomalies , ULSD, University of Louisville , Louisville , KY , USA
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10
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Fu S, Sun L, Zhang X, Shi H, Xu K, Xiao Y, Ye W. 5-Aza-2'-deoxycytidine induces human Tenon's capsule fibroblasts differentiation and fibrosis by up-regulating TGF-β type I receptor. Exp Eye Res 2017; 165:47-58. [PMID: 28893564 DOI: 10.1016/j.exer.2017.09.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 09/07/2017] [Accepted: 09/07/2017] [Indexed: 10/18/2022]
Abstract
The principle reason of high failure rate of glaucoma filtration surgery is the loss of filtration function caused by postoperative scar formation. We investigated the effects of 5-aza-2'-deoxycytidine (5-Aza-dc), a DNA methyltransferases inhibitor, on human Tenon's capsule fibroblasts (HTFs) differentiation and fibrosis and its mechanism of action, especially in relation to transforming growth factor (TGF)-β1 signaling. TGF-β1 was used to induce differentiation of cultured HTFs. 5-Aza-dc suppressed DNA methyltransferases (DNMTs) activity 6 h after treatment with a course corresponding to that of TGF-β1-induced reduction of DNMT activity without affecting cell viability as measured by Cell Counting Kit-8 assay. 5-Aza-dc also reduced DNMT1 and DNMT3a protein expression from 24 to 48 h. HTFs migration evaluated by scratch-wound assay were significantly increased 24 h after 5-Aza-dc treatment, a time course similar to that of TGF-β1. Treatment with 5-Aza-dc significantly increased the mRNA and protein levels of α-smooth muscle actin (α-SMA), collagen-1A1 (Col1A1), fibronectin (FN) and TGF-β type I receptor (TGFβRI). Furthermore, the effects of 5-Aza-dc on DNMT activity suppression, cell migration, and fibrosis were all reversed by a TGFβRI inhibitor- SB-431542. Meanwhile, knockdown of DNMT1 upregulated TGFβRI expression and had the same fibrosis-inducing effect in HTFs, which was also inhibited by SB-431542. Thus, the results indicate that DNA hypomethylation induces HTFs differentiation and fibrosis through up-regulation of TGFβRI. DNA methylation status plays an important role in subconjunctival wound healing.
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Affiliation(s)
- Shuhao Fu
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China
| | - Li Sun
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaoyan Zhang
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China
| | - Huimin Shi
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China
| | - Kang Xu
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yiqin Xiao
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China.
| | - Wen Ye
- Department of Ophthalmology, Huashan Hospital, Fudan University, Shanghai, China.
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11
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Wang X, Cao Q, Yu L, Shi H, Xue B, Shi H. Epigenetic regulation of macrophage polarization and inflammation by DNA methylation in obesity. JCI Insight 2016; 1:e87748. [PMID: 27882346 DOI: 10.1172/jci.insight.87748] [Citation(s) in RCA: 124] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Obesity is associated with increased classically activated M1 adipose tissue macrophages (ATMs) and decreased alternatively activated M2 ATMs, both of which contribute to obesity-induced inflammation and insulin resistance. However, the underlying mechanism remains unclear. We find that inhibiting DNA methylation pharmacologically using 5-aza-2'-deoxycytidine or genetically by DNA methyltransferase 1 (DNMT1) deletion promotes alternative activation and suppresses inflammation in macrophages. Consistently, mice with myeloid DNMT1 deficiency exhibit enhanced macrophage alternative activation, suppressed macrophage inflammation, and are protected from obesity-induced inflammation and insulin resistance. The promoter and 5'-untranslated region of peroxisome proliferator-activated receptor γ1 (PPARγ1) are enriched with CpGs and are epigenetically regulated. The saturated fatty acids stearate and palmitate and the inflammatory cytokine TNF-α significantly increase, whereas the TH2 cytokine IL-4 significantly decreases PPARγ1 promoter DNA methylation. Accordingly, inhibiting PPARγ1 promoter DNA methylation pharmacologically using 5-aza-2'-deoxycytidine or genetically by DNMT1 deletion promotes macrophage alternative activation. Our data therefore establish DNA hypermethylation at the PPARγ1 promoter induced by obesity-related factors as a critical determinant of ATM proinflammatory activation and inflammation, which contributes to insulin resistance in obesity.
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Affiliation(s)
- Xianfeng Wang
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Qiang Cao
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.,Department of Biology.,Center for Obesity Reversal, Georgia State University, Atlanta, Georgia, USA
| | - Liqing Yu
- Department of Animal and Avian Science, University of Maryland, College Park, Maryland, USA
| | - Huidong Shi
- Department of Biochemistry and Molecular Biology, Georgia Regents University, Augusta, Georgia, USA
| | - Bingzhong Xue
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.,Department of Biology.,Center for Obesity Reversal, Georgia State University, Atlanta, Georgia, USA
| | - Hang Shi
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.,Department of Biology.,Center for Obesity Reversal, Georgia State University, Atlanta, Georgia, USA
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SOX2 function and Hedgehog signaling pathway are co-conspirators in promoting androgen independent prostate cancer. Biochim Biophys Acta Mol Basis Dis 2016; 1863:253-265. [PMID: 27816521 DOI: 10.1016/j.bbadis.2016.11.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 10/25/2016] [Accepted: 11/02/2016] [Indexed: 01/09/2023]
Abstract
Developmentally inclined hedgehog (HH) signaling pathway and pluripotency inducing transcription factor SOX2 have been known to work syngerstically during cellular reprogramming events to facilitate efficient differentiation. Hence, it is not surprising that both the factors are actively involved in arbitrating malignant growth, including prostate cancer progression. Here, we have described in details the potential mechanisms by which SOX2 effects neoplastic characteristics in prostate cancer and investigated the consequences of simultaneous down-regulation of SOX2 and HH pathway in androgen-independent human prostate cancer cells. Expression of SOX2 has been determined by qRT-PCR, western blot, immunohistochemistry and immunocytochemistry analyses; its functional role determined by gene knockdown using RNAi and over-expression via chemical activation in HaCaT, DU145 and PC-3 cells. Changes in level of cell proliferation, migration and apoptosis profiles were measured by MTT, FACS, chromatin condensation and scratch assays respectively. SOX2 was expressed in all the three cell lines and its inhibition reduced cell proliferation and induced apoptosis. Most importantly, when both SOX2 and HH pathway were targeted simultaneously, cell proliferation was greatly reduced, apoptotic cell population increased drastically and migration potential was reduced. Moreover, gene expression of EMT markers such as E-cadherin and apoptosis related Bcl-2 and Bax was also investigated wherein decrease in E-cadherin and Bcl-2 levels and increase in Bax expression further substantiating our claim. These findings could provide the basis for a novel therapeutic strategy targeting both the effector i.e. SOX2 and perpetuator i.e. HH pathway of aggressive tumorigenic properties in androgen independent prostate cancer.
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Yang X, Wu R, Shan W, Yu L, Xue B, Shi H. DNA Methylation Biphasically Regulates 3T3-L1 Preadipocyte Differentiation. Mol Endocrinol 2016; 30:677-87. [PMID: 27144289 DOI: 10.1210/me.2015-1135] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Better understanding the mechanisms underlying adipogenesis may provide novel therapeutic targets in the treatment of obesity. Most studies investigating the mechanisms underlying adipogenesis focus on highly regulated transcriptional pathways; little is known about the epigenetic mechanisms in this process. Here, we determined the role of DNA methylation in regulating 3T3-L1 adipogenesis in early and late stage of differentiation. We found that inhibiting DNA methylation pharmacologically by 5-aza-2'-deoxycytidine (5-aza-dC) at early stage of 3T3-L1 differentiation markedly suppressed adipogenesis. This inhibition of adipogenesis by 5-aza-dC was associated with up-regulation of Wnt10a, an antiadipogenic factor, and down-regulation of Wnt10a promoter methylation. In contrast, inhibiting DNA methylation by 5-aza-dC at late stage of differentiation enhanced the lipogenic program. The differential effects of 5-aza-dC on adipogenesis were confirmed by gain or loss of function of DNA methyltransferase 1 using genetic approaches. We further explored the molecular mechanism underlying the enhanced lipogenesis by inhibition of DNA methylation at late stage of differentiation. The Srebp1c promoter is enriched with CpG sites. Chromatin immunoprecipitation assays showed that DNA methyltransferase 1 bound to the methylation region at the Srebp1c promoter. Pyrosequencing analysis revealed that the DNA methylation at the key cis-elements of the Srebp1c promoter was down-regulated in adipogenesis. Further, luciferase reporter assays showed that the Srebp1c promoter activity was dramatically up-regulated by the unmethylated promoter compared with the fully methylated promoter. Thus DNA methylation appears to exert a biphasic regulatory role in adipogenesis, promoting differentiation at early stage while inhibiting lipogenesis at late stage of 3T3-L1 preadipocyte differentiation.
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Affiliation(s)
- Xiaosong Yang
- Center for Obesity Reversal and Department of Biology (X.Y., R.W., B.X., H.S.), Georgia State University, Atlanta, Georgia, 30303; Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders (X.Y.), Hubei University of Science and Technology, Xianning, China, 437100; School of Pharmacology (R.W., W.S.), Zhejiang University of Technology, Hangzhou, China, 310014; and Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland, 20742
| | - Rui Wu
- Center for Obesity Reversal and Department of Biology (X.Y., R.W., B.X., H.S.), Georgia State University, Atlanta, Georgia, 30303; Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders (X.Y.), Hubei University of Science and Technology, Xianning, China, 437100; School of Pharmacology (R.W., W.S.), Zhejiang University of Technology, Hangzhou, China, 310014; and Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland, 20742
| | - Weiguang Shan
- Center for Obesity Reversal and Department of Biology (X.Y., R.W., B.X., H.S.), Georgia State University, Atlanta, Georgia, 30303; Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders (X.Y.), Hubei University of Science and Technology, Xianning, China, 437100; School of Pharmacology (R.W., W.S.), Zhejiang University of Technology, Hangzhou, China, 310014; and Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland, 20742
| | - Liqing Yu
- Center for Obesity Reversal and Department of Biology (X.Y., R.W., B.X., H.S.), Georgia State University, Atlanta, Georgia, 30303; Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders (X.Y.), Hubei University of Science and Technology, Xianning, China, 437100; School of Pharmacology (R.W., W.S.), Zhejiang University of Technology, Hangzhou, China, 310014; and Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland, 20742
| | - Bingzhong Xue
- Center for Obesity Reversal and Department of Biology (X.Y., R.W., B.X., H.S.), Georgia State University, Atlanta, Georgia, 30303; Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders (X.Y.), Hubei University of Science and Technology, Xianning, China, 437100; School of Pharmacology (R.W., W.S.), Zhejiang University of Technology, Hangzhou, China, 310014; and Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland, 20742
| | - Hang Shi
- Center for Obesity Reversal and Department of Biology (X.Y., R.W., B.X., H.S.), Georgia State University, Atlanta, Georgia, 30303; Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders (X.Y.), Hubei University of Science and Technology, Xianning, China, 437100; School of Pharmacology (R.W., W.S.), Zhejiang University of Technology, Hangzhou, China, 310014; and Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland, 20742
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14
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Inhibiting DNA methylation switches adipogenesis to osteoblastogenesis by activating Wnt10a. Sci Rep 2016; 6:25283. [PMID: 27136753 PMCID: PMC4853709 DOI: 10.1038/srep25283] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 04/14/2016] [Indexed: 01/07/2023] Open
Abstract
Both adipocytes and osteoblasts share the mesodermal lineage that derives from mesenchymal stem cells. Most studies investigating the mechanisms underlying the regulation of adipogenic or osteoblastogenic development focus on transcriptional pathways; little is known about the epigenetic mechanisms in this process. We thus determined the role of 5-aza-2′-deoxycytidine (5-Aza-dC), an inhibitor of DNA methylation, in the lineage determination between adipogenesis and osteoblastogenesis. Inhibiting DNA methylation in 3T3-L1 preadipocytes by 5-Aza-dC significantly inhibited adipogenesis whereas promoted osteoblastogenesis. This dual effect of 5-Aza-dC was associated with up-regulation of Wnt10a, a key factor determining the fate of the mesenchymal lineage towards osteoblasts. Consistently, IWP-2, an inhibitor of Wnt proteins, was found to prevent the anti-adipogenic effect of 5-Aza-dC in 3T3-L1 preadipocytes and block the osteoblastogenic effect of 5-Aza-dC in ST2 mesenchymal stem cell line. Finally, the Wnt10a 5′-region is enriched with CpG sites, whose methylation levels were markedly reduced by 5-Aza-dC. Thus we conclude that inhibiting DNA methylation by 5-Aza-dC mutual-exclusively regulates the lineage determination of adipogenesis and osteoblastogenesis by demethylating Wnt10a gene and upregulating its expression. Our study defines DNA methylation as a novel mechanism underlying adipocyte and bone cell development.
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15
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Pangeni RP, Channathodiyil P, Huen DS, Eagles LW, Johal BK, Pasha D, Hadjistephanou N, Nevell O, Davies CL, Adewumi AI, Khanom H, Samra IS, Buzatto VC, Chandrasekaran P, Shinawi T, Dawson TP, Ashton KM, Davis C, Brodbelt AR, Jenkinson MD, Bièche I, Latif F, Darling JL, Warr TJ, Morris MR. The GALNT9, BNC1 and CCDC8 genes are frequently epigenetically dysregulated in breast tumours that metastasise to the brain. Clin Epigenetics 2015; 7:57. [PMID: 26052355 PMCID: PMC4457099 DOI: 10.1186/s13148-015-0089-x] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 05/11/2015] [Indexed: 01/12/2023] Open
Abstract
Background Tumour metastasis to the brain is a common and deadly development in certain cancers; 18–30 % of breast tumours metastasise to the brain. The contribution that gene silencing through epigenetic mechanisms plays in these metastatic tumours is not well understood. Results We have carried out a bioinformatic screen of genome-wide breast tumour methylation data available at The Cancer Genome Atlas (TCGA) and a broad literature review to identify candidate genes that may contribute to breast to brain metastasis (BBM). This analysis identified 82 candidates. We investigated the methylation status of these genes using Combined Bisulfite and Restriction Analysis (CoBRA) and identified 21 genes frequently methylated in BBM. We have identified three genes, GALNT9, CCDC8 and BNC1, that were frequently methylated (55, 73 and 71 %, respectively) and silenced in BBM and infrequently methylated in primary breast tumours. CCDC8 was commonly methylated in brain metastases and their associated primary tumours whereas GALNT9 and BNC1 were methylated and silenced only in brain metastases, but not in the associated primary breast tumours from individual patients. This suggests differing roles for these genes in the evolution of metastatic tumours; CCDC8 methylation occurs at an early stage of metastatic evolution whereas methylation of GANLT9 and BNC1 occurs at a later stage of tumour evolution. Knockdown of these genes by RNAi resulted in a significant increase in the migratory and invasive potential of breast cancer cell lines. Conclusions These findings indicate that GALNT9 (an initiator of O-glycosylation), CCDC8 (a regulator of microtubule dynamics) and BNC1 (a transcription factor with a broad range of targets) may play a role in the progression of primary breast tumours to brain metastases. These genes may be useful as prognostic markers and their products may provide novel therapeutic targets. Electronic supplementary material The online version of this article (doi:10.1186/s13148-015-0089-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Rajendra P Pangeni
- Brain Tumour Research Centre, University of Wolverhampton, Wolverhampton, UK
| | | | - David S Huen
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Lawrence W Eagles
- Brain Tumour Research Centre, University of Wolverhampton, Wolverhampton, UK
| | - Balraj K Johal
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Dawar Pasha
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Natasa Hadjistephanou
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Oliver Nevell
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Claire L Davies
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Ayobami I Adewumi
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Hamida Khanom
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Ikroop S Samra
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Vanessa C Buzatto
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Preethi Chandrasekaran
- School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK
| | - Thoraia Shinawi
- Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, University of Birmingham, Birmingham, UK
| | - Timothy P Dawson
- Department of Neurosciences, Lancashire Teaching Hospitals NHS Foundation Trust, Royal Preston Hospital, Fulwood, Preston, UK
| | - Katherine M Ashton
- Department of Neurosciences, Lancashire Teaching Hospitals NHS Foundation Trust, Royal Preston Hospital, Fulwood, Preston, UK
| | - Charles Davis
- Department of Neurosciences, Lancashire Teaching Hospitals NHS Foundation Trust, Royal Preston Hospital, Fulwood, Preston, UK
| | | | | | - Ivan Bièche
- Department of Genetics, Institute Curie, Paris, France
| | - Farida Latif
- Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, University of Birmingham, Birmingham, UK
| | - John L Darling
- Brain Tumour Research Centre, University of Wolverhampton, Wolverhampton, UK
| | - Tracy J Warr
- Brain Tumour Research Centre, University of Wolverhampton, Wolverhampton, UK
| | - Mark R Morris
- Brain Tumour Research Centre, University of Wolverhampton, Wolverhampton, UK ; School of Biology, Chemistry and Forensic Sciences, University of Wolverhampton, Wolverhampton, UK ; Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, University of Birmingham, Birmingham, UK
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Shilpi A, Parbin S, Sengupta D, Kar S, Deb M, Rath SK, Pradhan N, Rakshit M, Patra SK. Mechanisms of DNA methyltransferase-inhibitor interactions: Procyanidin B2 shows new promise for therapeutic intervention of cancer. Chem Biol Interact 2015; 233:122-38. [PMID: 25839702 DOI: 10.1016/j.cbi.2015.03.022] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2014] [Revised: 03/17/2015] [Accepted: 03/22/2015] [Indexed: 12/20/2022]
Abstract
DNA methyltransferases (DNMTs) is a key epigenetic enzyme for pharmacological manipulation and is employed in cancer reprogramming. During past few years multiple strategies have been implemented to excavate epigenetic compounds targeting DNMTs. In light of the emerging concept of chemoinformatics, molecular docking and simulation studies have been employed to accelerate the development of DNMT inhibitors. Among the DNMT inhibitors known till date, epigallocathechin-3-gallate (EGCG) was identified to be effective in reducing DNMT activity. However, the broad spectrum of EGCG to other diseases and variable target enzymes offers some limitations. In view of this, 32 EGCG analogues were screened at S-Adnosyl-L-homocysteine (SAH) binding pocket of DNMTs and procyanidin B2-3, 3'-di-O-gallate (procyanidin B2) was obtained as potent inhibitor having medicinally relevant chemical space. Further, in vitro analysis demonstrates the efficiency of procyanidin B2 in attenuating DNMT activity at IC50 of 6.88±0.647 μM and subsequently enhancing the expression of DNMT target genes, E-cadherin, Maspin and BRCA1. Moreover, the toxic property of procyanidin B2 towards triple negative breast cancer cells to normal cells offers platform for pre-clinical trial and an insight to the treatment of cancer.
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Affiliation(s)
- Arunima Shilpi
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Sabnam Parbin
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Dipta Sengupta
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Swayamsiddha Kar
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Moonmoon Deb
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Sandip Kumar Rath
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Nibedita Pradhan
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Madhumita Rakshit
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Samir Kumar Patra
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India.
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Cao Q, Wang X, Jia L, Mondal AK, Diallo A, Hawkins GA, Das SK, Parks JS, Yu L, Shi H, Shi H, Xue B. Inhibiting DNA Methylation by 5-Aza-2'-deoxycytidine ameliorates atherosclerosis through suppressing macrophage inflammation. Endocrinology 2014; 155:4925-38. [PMID: 25251587 PMCID: PMC4239421 DOI: 10.1210/en.2014-1595] [Citation(s) in RCA: 117] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Inflammation marks all stages of atherogenesis. DNA hypermethylation in the whole genome or specific genes is associated with inflammation and cardiovascular diseases. Therefore, we aimed to study whether inhibiting DNA methylation by DNA methyltransferase inhibitor 5-aza-2'-deoxycytidine (5-aza-dC) ameliorates atherosclerosis in low-density lipoprotein receptor knockout (Ldlr(-/-)) mice. Ldlr(-/-) mice were fed an atherogenic diet and adminisered saline or 5-aza-dC (0.25 mg/kg) for up to 30 weeks. 5-aza-dC treatment markedly decreased atherosclerosis development in Ldlr(-/-) mice without changes in body weight, plasma lipid profile, macrophage cholesterol levels and plaque lipid content. Instead, this effect was associated with decreased macrophage inflammation. Macrophages with 5-aza-dC treatment had downregulated expression of genes involved in inflammation (TNF-α, IL-6, IL-1β, and inducible nitric oxidase) and chemotaxis (CD62/L-selectin, chemokine [C-C motif] ligand 2/MCP-1 [CCL2/MCP-1], CCL5, CCL9, and CCL2 receptor CCR2). This resulted in attenuated macrophage migration and adhesion to endothelial cells and reduced macrophage infiltration into atherosclerotic plaques. 5-aza-dC also suppressed macrophage endoplasmic reticulum stress, a key upstream signal that activates macrophage inflammation and apoptotic pathways. Finally, 5-aza-dC demethylated liver X receptor α (LXRα) and peroxisome proliferator-activated receptor γ1 (PPARγ1) promoters, which are both enriched with CpG sites. This led to overexpression of LXRα and PPARγ, which may be responsible for 5-aza-dC's anti-inflammatory and atheroprotective effect. Our findings provide strong evidence that DNA methylation may play a significant role in cardiovascular diseases and serve as a therapeutic target for prevention and treatment of atherosclerosis.
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Affiliation(s)
- Qiang Cao
- Department of Biology and Center for Obesity Reversal (Q.C., H.S., B.X.), Georgia State University, Atlanta, Georgia; Departments of Internal Medicine (Q.C., X.W., A.K.M., A.D., G.A.H., S.K.D., H.S., B.X.) and Pathology (J.S.P.), Wake Forest School of Medicine, Winston-Salem, North Carolina; Department of Internal Medicine (L.J.), University of Texas, Southwestern Medical Center, Dallas, Texas; Department of Animal and Avian Sciences (L.Y.), University of Maryland, College Park, Maryland; and Department of Biochemistry and Molecular Biology (H.S.), Georgia Regents University, Augusta, Georgia
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Kar S, Sengupta D, Deb M, Shilpi A, Parbin S, Rath SK, Pradhan N, Rakshit M, Patra SK. Expression profiling of DNA methylation-mediated epigenetic gene-silencing factors in breast cancer. Clin Epigenetics 2014; 6:20. [PMID: 25478034 PMCID: PMC4255691 DOI: 10.1186/1868-7083-6-20] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Accepted: 09/29/2014] [Indexed: 12/21/2022] Open
Abstract
Background DNA methylation mediates gene silencing primarily by inducing repressive chromatin architecture via a common theme of interaction involving methyl-CpG binding (MBD) proteins, histone modifying enzymes and chromatin remodelling complexes. Hence, targeted inhibition of MBD protein function is now considered a potential therapeutic alternative for thwarting DNA hypermethylation prompted neoplastic progress. We have analyzed the gene and protein expression level of the principal factors responsible for gene silencing, that is, DNMT and MBD proteins in MCF-7 and MDA-MB-231 breast cancer cell lines after treatment with various epigenetic drugs. Results Our study reveals that the epigenetic modulators affect the expression levels at both transcript and protein levels as well as encourage growth arrest and apoptosis in MCF-7 and MDA-MB-231 cells. AZA, TSA, SFN, and SAM inhibit cell growth in MCF-7 and MDA-MB-231 cell lines in a dose-dependent manner, that is, with increasing concentrations of drugs the cell viability gradually decreases. All the epigenetic modulators promote apoptotic cell death, as is evident form increased chromatin condensation which is a distinct characteristic of apoptotic cells. From FACS analysis, it is also clear that these drugs induce G2-M arrest and apoptosis in breast cancer cells. Further, transcript and protein level expression of MBDs and DNMTs is also affected - after treatment with epigenetic drugs; the level of transcripts/mRNA of MBDs and DNMTs has consistently increased in general. The increase in level of gene expression is substantiated at the protein level also where treated cells show higher expression of DNMT1, DNMT3A, DNMT3B, and MBD proteins in comparison to untreated cells. In case of tissue samples, the expression of different DNMTs is tissue stage-specific. DNMT1 exhibits significantly higher expression in the metastatic stage, whereas, DNMT3A and DNMT3B have higher expression in the primary stage in comparison to the metastatic samples. Conclusion The epigenetic modulators AZA, TSA, SFN, and SAM may provide opportunities for cancer prevention by regulating the components of epigenetic gene-silencing machinery especially DNMTs and MBDs.
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Affiliation(s)
- Swayamsiddha Kar
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Dipta Sengupta
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Moonmoon Deb
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Arunima Shilpi
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Sabnam Parbin
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Sandip Kumar Rath
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Nibedita Pradhan
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Madhumita Rakshit
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
| | - Samir Kumar Patra
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008, India
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Cassarino MF, Sesta A, Pagliardini L, Losa M, Lasio G, Cavagnini F, Pecori Giraldi F. AZA-deoxycytidine stimulates proopiomelanocortin gene expression and ACTH secretion in human pituitary ACTH-secreting tumors. Pituitary 2014; 17:464-9. [PMID: 24085685 DOI: 10.1007/s11102-013-0527-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE It is well known that methylation plays an important role in regulating tissue expression of proopiomelanocortin (POMC) and recent studies have shown that demethylation can occur also in vitro in neuroendocrine tumors. Aim of the present study was to evaluate whether inhibition of methylation modulates POMC expression and ACTH secretion by human corticotrope tumors. METHODS Twenty two ACTH-secreting pituitary tumors were incubated with 5-AZA-2'-deoxycytidine (AZA), an inhibitor of DNA-methyltransferases, with or without 10 nM corticotropin-releasing hormone (CRH). Both dose response (100 nM-10 μM AZA) and time course (4-96 h) experiments were carried out for measurement of ACTH secretion and POMC gene expression. RESULTS Incubation with AZA increased constitutive POMC expression and ACTH secretion by human corticotrope adenomas. The effect appeared most notable at 24 and 48 h with 1 μM AZA. Incubation with AZA did not exert an additional stimulatory effect on CRH-stimulated POMC and ACTH. CONCLUSIONS The present study shows that AZA increases POMC gene expression and ACTH secretion in human pituitary ACTH-secreting tumors. This can be taken to indicate that mechanisms set into motion by AZA play a role in the regulation of ACTH secretion/POMC expression in tumoral corticotropes and paves the way to further studies in Cushing's disease.
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Affiliation(s)
- Maria Francesca Cassarino
- Neuroendocrinology Research Laboratory, Istituto Auxologico Italiano IRCCS, Piazzale Brescia 20, Milan, Italy
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20
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Borland MG, Krishnan P, Lee C, Albrecht PP, Shan W, Bility MT, Marcus CB, Lin JM, Amin S, Gonzalez FJ, Perdew GH, Peters JM. Modulation of aryl hydrocarbon receptor (AHR)-dependent signaling by peroxisome proliferator-activated receptor β/δ (PPARβ/δ) in keratinocytes. Carcinogenesis 2014; 35:1602-12. [PMID: 24639079 PMCID: PMC4076811 DOI: 10.1093/carcin/bgu067] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 02/26/2014] [Accepted: 03/10/2014] [Indexed: 12/11/2022] Open
Abstract
Whether peroxisome proliferator-activated receptor β/δ (PPARβ/δ) reduces skin tumorigenesis by altering aryl hydrocarbon receptor (AHR)-dependent activities was examined. Polycyclic aromatic hydrocarbons (PAH) increased expression of cytochrome P4501A1 (CYP1A1), CYP1B1 and phase II xenobiotic metabolizing enzymes in wild-type skin and keratinocytes. Surprisingly, this effect was not found in Pparβ/δ-null skin and keratinocytes. Pparβ/δ-null keratinocytes exhibited decreased AHR occupancy and histone acetylation on the Cyp1a1 promoter in response to a PAH compared with wild-type keratinocytes. Bisulfite sequencing of the Cyp1a1 promoter and studies using a DNA methylation inhibitor suggest that PPARβ/δ promotes demethylation of the Cyp1a1 promoter. Experiments with human HaCaT keratinocytes stably expressing shRNA against PPARβ/δ also support this conclusion. Consistent with the lower AHR-dependent activities in Pparβ/δ-null mice compared with wild-type mice, 7,12-dimethylbenz[a]anthracene (DMBA)-induced skin tumorigenesis was inhibited in Pparβ/δ-null mice compared with wild-type. Results from these studies demonstrate that PPARβ/δ is required to mediate complete carcinogenesis by DMBA. The mechanisms underlying this PPARβ/δ-dependent reduction of AHR signaling by PAH are not due to alterations in the expression of AHR auxiliary proteins, ligand binding or AHR nuclear translocation between genotypes, but are likely influenced by PPARβ/δ-dependent demethylation of AHR target gene promoters including Cyp1a1 that reduces AHR accessibility as shown by reduced promoter occupancy. This PPARβ/δ/AHR crosstalk is unique to keratinocytes and conserved between mice and humans.
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MESH Headings
- 9,10-Dimethyl-1,2-benzanthracene/toxicity
- Animals
- Basic Helix-Loop-Helix Transcription Factors/physiology
- Blotting, Western
- Carcinogens/toxicity
- Cell Transformation, Neoplastic/chemically induced
- Cell Transformation, Neoplastic/metabolism
- Cell Transformation, Neoplastic/pathology
- Cells, Cultured
- Chromatin Immunoprecipitation
- Dermis/cytology
- Dermis/metabolism
- Female
- Fibroblasts/cytology
- Fibroblasts/metabolism
- Humans
- Immunoenzyme Techniques
- Keratinocytes/cytology
- Keratinocytes/metabolism
- Mice
- Mice, Knockout
- PPAR delta/physiology
- PPAR-beta/physiology
- RNA, Messenger/genetics
- Real-Time Polymerase Chain Reaction
- Receptors, Aryl Hydrocarbon/physiology
- Reverse Transcriptase Polymerase Chain Reaction
- Signal Transduction
- Skin Neoplasms/chemically induced
- Skin Neoplasms/metabolism
- Skin Neoplasms/pathology
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Affiliation(s)
- Michael G Borland
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and The Graduate Program in Biochemistry, Microbiology, and Molecular Biology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Prasad Krishnan
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and
| | - Christina Lee
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and
| | - Prajakta P Albrecht
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and
| | - Weiwei Shan
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and
| | - Moses T Bility
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and
| | - Craig B Marcus
- Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, OR 97331, USA
| | - Jyh M Lin
- Department of Pharmacology, Penn State Cancer Institute, The Pennsylvania State University, Milton S. Hershey Medical Center, Hershey, PA 17033, USA and
| | - Shantu Amin
- Department of Pharmacology, Penn State Cancer Institute, The Pennsylvania State University, Milton S. Hershey Medical Center, Hershey, PA 17033, USA and
| | - Frank J Gonzalez
- Laboratory of Metabolism, National Cancer Institute, Bethesda, MD 20892, USA
| | - Gary H Perdew
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and The Graduate Program in Biochemistry, Microbiology, and Molecular Biology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Jeffrey M Peters
- Department of Veterinary and Biomedical Sciences and the Center of Molecular Toxicology and Carcinogenesis and The Graduate Program in Biochemistry, Microbiology, and Molecular Biology, The Pennsylvania State University, University Park, PA 16802, USA,
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21
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Wang X, Gao H, Ren L, Gu J, Zhang Y, Zhang Y. Demethylation of the miR-146a promoter by 5-Aza-2'-deoxycytidine correlates with delayed progression of castration-resistant prostate cancer. BMC Cancer 2014; 14:308. [PMID: 24885368 PMCID: PMC4024097 DOI: 10.1186/1471-2407-14-308] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Accepted: 04/07/2014] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Androgen deprivation therapy is the primary strategy for the treatment of advanced prostate cancer; however, after an initial regression, most patients will inevitably develop a fatal androgen-independent tumor. Therefore, understanding the mechanisms of the transition to androgen independence prostate cancer is critical to identify new ways to treat older patients who are ineligible for conventional chemotherapy. METHODS The effects of 5-Aza-2'-deoxycytidine (5-Aza-CdR) on the viability and the apoptosis of the androgen-dependent (LNCaP) and androgen-independent (PC3) cell lines were examined by MTS assay and western blot analysis for the activation of caspase-3. The subcutaneous LNCaP xenografts were established in a nude mice model. MiR-146a and DNMTs expressions were analyzed by qRT-PCR and DNA methylation rates of LINE-1 were measured by COBRA-IRS to determine the global DNA methylation levels. The methylation levels of miR-146a promoter region in the different groups were quantified by the bisulfite sequencing PCR (BSP) assay. RESULTS We validated that 5-Aza-CdR induced cell death and increased miR-146a expression in both LNCaP and PC3 cells. Notably, the expression of miR-146a in LNCaP cells was much higher than in PC3 cells. MiR-146a inhibitor was shown to suppress apoptosis in 5-Aza-CdR-treated cells. In a castrate mouse LNCaP xenograft model, 5-Aza-CdR significantly suppressed the tumors growth and also inhibited prostate cancer progression. Meanwhile, miR-146a expression was significantly enhanced in the tumor xenografts of 5-Aza-CdR-treated mice and the androgen-dependent but not the androgen-independent stage of castrated mice. In particular, the expression of miR-146a was significantly augmented in both stages of the combined treatment (castration and 5-Aza-CdR). Additionally, the methylation percentage of the two CpG sites (-444 bp and -433 bp), which were around the NF-κB binding site at miR-146a promoter, showed the lowest methylation levels among all CpG sites in the combined treatment tumors of both stages. CONCLUSION Up-regulating miR-146a expression via the hypomethylation of the miR-146a promoter by 5-Aza-CdR was correlated with delayed progression of castration-resistant prostate cancers. Moreover, site-specific DNA methylation may play an important role in miR-146a expression in androgen-dependent prostate cancer progression to androgen-independent prostate cancer and therefore provides a potentially useful biomarker for assessing drug efficacy in prostate cancer.
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Affiliation(s)
- Xiaolu Wang
- Department of Urology, The Second Hospital of Hebei Medical University, No. 215 Hepingxi Road, Shijiazhuang 050000, China
| | - Haitao Gao
- Department of Urology, The Second Hospital of Hebei Medical University, No. 215 Hepingxi Road, Shijiazhuang 050000, China
| | - Lixin Ren
- Department of Urology, The Second Hospital of Hebei Medical University, No. 215 Hepingxi Road, Shijiazhuang 050000, China
| | - Junfei Gu
- Department of Urology, The Second Hospital of Hebei Medical University, No. 215 Hepingxi Road, Shijiazhuang 050000, China
| | - Yanping Zhang
- Department of Urology, The Second Hospital of Hebei Medical University, No. 215 Hepingxi Road, Shijiazhuang 050000, China
| | - Yong Zhang
- Department of Urology, The Second Hospital of Hebei Medical University, No. 215 Hepingxi Road, Shijiazhuang 050000, China
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22
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Bhavsar-Jog YP, Van Dornshuld E, Brooks TA, Tschumper GS, Wadkins RM. Epigenetic modification, dehydration, and molecular crowding effects on the thermodynamics of i-motif structure formation from C-rich DNA. Biochemistry 2014; 53:1586-94. [PMID: 24564458 PMCID: PMC3985701 DOI: 10.1021/bi401523b] [Citation(s) in RCA: 87] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
![]()
DNA
sequences with the potential to form secondary structures such
as i-motifs (iMs) and G-quadruplexes (G4s) are abundant in the promoters
of several oncogenes and, in some instances, are known to regulate
gene expression. Recently, iM-forming DNA strands have also been employed
as functional units in nanodevices, ranging from drug delivery systems
to nanocircuitry. To understand both the mechanism of gene regulation
by iMs and how to use them more efficiently in nanotechnological applications,
it is essential to have a thorough knowledge of factors that govern
their conformational states and stabilities. Most of the prior work
to characterize the conformational dynamics of iMs have been done
with iM-forming synthetic constructs like tandem (CCT)n repeats and in standard dilute buffer systems. Here,
we present a systematic study on the consequences of epigenetic modifications,
molecular crowding, and degree of hydration on the stabilities of
an iM-forming sequence from the promoter of the c-myc gene. Our results indicate that 5-hydroxymethylation of cytosines
destabilized the iMs against thermal and pH-dependent melting; contrarily,
5-methylcytosine modification stabilized the iMs. Under molecular
crowding conditions (PEG-300, 40% w/v), the thermal stability of iMs
increased by ∼10 °C, and the pKa was raised from 6.1 ± 0.1 to 7.0 ± 0.1. Lastly, the iM’s
stability at varying degrees of hydration in 1,2-dimethoxyethane,
2-methoxyethanol, ethylene glycol, 1,3-propanediol, and glycerol cosolvents
indicated that the iMs are stabilized by dehydration because of the
release of water molecules when folded. Our results highlight the
importance of considering the effects of epigenetic modifications,
molecular crowding, and the degree of hydration on iM structural dynamics.
For example, the incorporation of 5-methylycytosines and 5-hydroxymethlycytosines
in iMs could be useful for fine-tuning the pH- or temperature-dependent
folding/unfolding of an iM. Variations in the degree of hydration
of iMs may also provide an additional control of the folded/unfolded
state of iMs without having to change the pH of the surrounding matrix.
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Affiliation(s)
- Yogini P Bhavsar-Jog
- Department of Chemistry and Biochemistry and ‡Department of Pharmacology, University of Mississippi , University, Mississippi 38677, United States
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23
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Kar S, Parbin S, Deb M, Shilpi A, Sengupta D, Rath SK, Rakshit M, Patra A, Patra SK. Epigenetic choreography of stem cells: the DNA demethylation episode of development. Cell Mol Life Sci 2014; 71:1017-32. [PMID: 24114325 PMCID: PMC11113617 DOI: 10.1007/s00018-013-1482-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Revised: 09/12/2013] [Accepted: 09/16/2013] [Indexed: 12/17/2022]
Abstract
Reversible DNA methylation is a fundamental epigenetic manipulator of the genomic information in eukaryotes. DNA demethylation plays a very significant role during embryonic development and stands out for its contribution in molecular reconfiguration during cellular differentiation for determining stem cell fate. DNA demethylation arbitrated extensive make-over of the genome via reprogramming in the early embryo results in stem cell plasticity followed by commitment to the principal cell lineages. This article attempts to highlight the sequential phases and hierarchical mode of DNA demethylation events during enactment of the molecular strategy for developmental transition. A comprehensive knowledge regarding the pattern of DNA demethylation during embryogenesis and organogenesis and study of the related lacunae will offer exciting avenues for future biomedical research and stem cell-based regenerative therapy.
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Affiliation(s)
- Swayamsiddha Kar
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Sabnam Parbin
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Moonmoon Deb
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Arunima Shilpi
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Dipta Sengupta
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Sandip Kumar Rath
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Madhumita Rakshit
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
| | - Aditi Patra
- Additional Block Animal Health Centre, Veterinary Office, Oodlabari, Malbazar, Jalpaiguri, West Bengal India
| | - Samir Kumar Patra
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, Odisha 769008 India
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24
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Ho SM, Johnson A, Tarapore P, Janakiram V, Zhang X, Leung YK. Environmental epigenetics and its implication on disease risk and health outcomes. ILAR J 2014; 53:289-305. [PMID: 23744968 DOI: 10.1093/ilar.53.3-4.289] [Citation(s) in RCA: 154] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
This review focuses on how environmental factors through epigenetics modify disease risk and health outcomes. Major epigenetic events, such as histone modifications, DNA methylation, and microRNA expression, are described. The function of dose, duration, composition, and window of exposure in remodeling the individual's epigenetic terrain and disease susceptibility are addressed. The ideas of lifelong editing of early-life epigenetic memories, transgenerational effects through germline transmission, and the potential role of hydroxylmethylation of cytosine in developmental reprogramming are discussed. Finally, the epigenetic effects of several major classes of environmental factors are reviewed in the context of pathogenesis of disease. These include endocrine disruptors, tobacco smoke, polycyclic aromatic hydrocarbons, infectious pathogens, particulate matter, diesel exhaust particles, dust mites, fungi, heavy metals, and other indoor and outdoor pollutants. We conclude that the summation of epigenetic modifications induced by multiple environmental exposures, accumulated over time, represented as broad or narrow, acute or chronic, developmental or lifelong, may provide a more precise assessment of risk and consequences. Future investigations may focus on their use as readouts or biomarkers of the totality of past exposure for the prediction of future disease risk and the prescription of effective countermeasures.
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Affiliation(s)
- Shuk-Mei Ho
- Division of Environmental Genetics and Molecular Toxicology, Department of Environmental Health, College of Medicine, University of Cincinnati, Cincinnati, OH 45267, USA.
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25
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Gertych A, Oh JH, Wawrowsky KA, Weisenberger DJ, Tajbakhsh J. 3-D DNA methylation phenotypes correlate with cytotoxicity levels in prostate and liver cancer cell models. BMC Pharmacol Toxicol 2013; 14:11. [PMID: 23394161 PMCID: PMC3598242 DOI: 10.1186/2050-6511-14-11] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2012] [Accepted: 01/14/2013] [Indexed: 11/10/2022] Open
Abstract
Background The spatial organization of the genome is being evaluated as a novel indicator of toxicity in conjunction with drug-induced global DNA hypomethylation and concurrent chromatin reorganization. 3D quantitative DNA methylation imaging (3D-qDMI) was applied as a cell-by-cell high-throughput approach to investigate this matter by assessing genome topology through represented immunofluorescent nuclear distribution patterns of 5-methylcytosine (MeC) and global DNA (4,6-diamidino-2-phenylindole = DAPI) in labeled nuclei. Methods Differential progression of global DNA hypomethylation was studied by comparatively dosing zebularine (ZEB) and 5-azacytidine (AZA). Treated and untreated (control) human prostate and liver cancer cells were subjected to confocal scanning microscopy and dedicated 3D image analysis for the following features: differential nuclear MeC/DAPI load and codistribution patterns, cell similarity based on these patterns, and corresponding differences in the topology of low-intensity MeC (LIM) and low in intensity DAPI (LID) sites. Results Both agents generated a high fraction of similar MeC phenotypes across applied concentrations. ZEB exerted similar effects at 10–100-fold higher drug concentrations than its AZA analogue: concentration-dependent progression of global cytosine demethylation, validated by measuring differential MeC levels in repeat sequences using MethyLight, and the concurrent increase in nuclear LIM densities correlated with cellular growth reduction and cytotoxicity. Conclusions 3D-qDMI demonstrated the capability of quantitating dose-dependent drug-induced spatial progression of DNA demethylation in cell nuclei, independent from interphase cell-cycle stages and in conjunction with cytotoxicity. The results support the notion of DNA methylation topology being considered as a potential indicator of causal impacts on chromatin distribution with a conceivable application in epigenetic drug toxicology.
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Affiliation(s)
- Arkadiusz Gertych
- Translational Cytomics Group, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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26
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Mi R, Song L, Wang Y, Ding X, Zeng J, Lehoux S, Aryal RP, Wang J, Crew VK, van Die I, Chapman AB, Cummings RD, Ju T. Epigenetic silencing of the chaperone Cosmc in human leukocytes expressing tn antigen. J Biol Chem 2012; 287:41523-33. [PMID: 23035125 DOI: 10.1074/jbc.m112.371989] [Citation(s) in RCA: 243] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cosmc is the specific molecular chaperone in the endoplasmic reticulum for T-synthase, a Golgi β3-galactosyltransferase that generates the core 1 O-glycan, Galβ1-3GalNAcα-Ser/Thr, in glycoproteins. Dysfunctional Cosmc results in the formation of inactive T-synthase and consequent expression of the Tn antigen (GalNAcα1-Ser/Thr), which is associated with several human diseases. However, the molecular regulation of expression of Cosmc, which is encoded by a single gene on Xq24, is poorly understood. Here we show that epigenetic silencing of Cosmc through hypermethylation of its promoter leads to loss of Cosmc transcripts in Tn4 cells, an immortalized B cell line from a male patient with a Tn-syndrome-like phenotype. These cells lack T-synthase activity and express the Tn antigen. Treatment of cells with 5-aza-2'-deoxycytidine causes restoration of Cosmc transcripts, restores T-synthase activity, and reduces Tn antigen expression. Bisulfite sequencing shows that CG dinucleotides in the Cosmc core promoter are hypermethylated. Interestingly, several other X-linked genes associated with glycosylation are not silenced in Tn4 cells, and we observed no correlation of a particular DNA methyltransferase to aberrant methylation of Cosmc in these cells. Thus, hypermethylation of the Cosmc promoter in Tn4 cells is relatively specific. Epigenetic silencing of Cosmc provides another mechanism underlying the abnormal expression of the Tn antigen, which may be important in understanding aberrant Tn antigen expression in human diseases, including IgA nephropathy and cancer.
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Affiliation(s)
- Rongjuan Mi
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia 30322, USA
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27
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Kar S, Deb M, Sengupta D, Shilpi A, Parbin S, Torrisani J, Pradhan S, Patra S. An insight into the various regulatory mechanisms modulating human DNA methyltransferase 1 stability and function. Epigenetics 2012; 7:994-1007. [PMID: 22894906 DOI: 10.4161/epi.21568] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
DNA methylation is one of the principal epigenetic signals that participate in cell specific gene expression in vertebrates. DNA methylation plays a quintessential role in the control of gene expression, cellular differentiation and development. It also plays a central role in the preservation of chromatin structure and chromosomal integrity, parental imprinting, X-chromosome inactivation, aging and carcinogenesis. The foremost contributor in the mammalian methylation scheme is DNMT1, a maintenance methyltransferase that faithfully copies the pre-existing methyl marks onto hemimethylated daughter strands during DNA replication to maintain the established methylation patterns across successive cell divisions. The ever-changing cellular physiology and the significant part that DNA methylation plays in genome regulation necessitate rigid management of this enzyme. In mammalian cells, a host of intrinsic and extrinsic mechanisms regulate the expression, activity and stability of DNMT1. Transcriptional regulation, post-transcriptional auto-inhibitory controls and post-translational modifications of the enzyme are responsible for the efficient inheritance of DNA methylation patterns. Also, a large number of intra- and intercellular signaling cascades and numerous interactions with other modulator molecules that affect the catalytic activity of the enzyme at multiple levels function as major checkpoints of the DNMT1 control system. An in-depth understanding of the DNMT1 enzyme, its targeting and function is crucial for comprehending how DNA methylation is coordinated with other critical developmental and physiological processes. This review aims to provide a comprehensive account of the various regulatory mechanisms and interactions of DNMT1 so as to elucidate its function at the molecular level and understand the dynamics of DNA methylation at the cellular level.
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Affiliation(s)
- Swayamsiddha Kar
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela, India
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28
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SHIN DONGYEOK, KIM GIYOUNG, KIM CHANGIL, KIM WUNJAE, KANG HOSUNG, CHOI YUNGHYUN. Anti-invasive effects of decitabine, a DNA methyltransferase inhibitor, through tightening of tight junctions and inhibition of matrix metalloproteinase activities in AGS human gastric carcinoma cells. Oncol Rep 2012; 28:1043-50. [DOI: 10.3892/or.2012.1858] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2012] [Accepted: 04/27/2012] [Indexed: 11/06/2022] Open
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29
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Tao SF, Zhang CS, Guo XL, Xu Y, Zhang SS, Song JR, Li R, Wu MC, Wei LX. Anti-tumor effect of 5-aza-2'-deoxycytidine by inhibiting telomerase activity in hepatocellular carcinoma cells. World J Gastroenterol 2012; 18:2334-43. [PMID: 22654424 PMCID: PMC3353367 DOI: 10.3748/wjg.v18.i19.2334] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Revised: 12/07/2011] [Accepted: 12/14/2011] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the effect of the demethylating reagent 5-aza-2’-deoxycitidine (DAC) on telomerase activity in hepatocellular carcinoma (HCC) cell lines, SMMC-7721 and HepG2.
METHODS: The related gene expression in cell lines was examined by real-time reverse transcription-polymerase chain reaction and Western blotting analysis. The telomerase activity was examined by telomeric repeat amplification protocol-enzyme-linked immunosorbent assay and DNA methylation was determined by methylation-specific polymerase chain reaction.
RESULTS: The telomerase activity was significantly reduced in both cell lines treated with DAC, accompanied by downregulation of telomerase reverse transcriptase (hTERT). We also observed the effect of DAC on the methylation status of hTERT promoter and the expression of regulatory genes, such as c-myc, p15, p16, p21, E2F1, and WT1. The methylation status of hTERT promoter could be reversed in SMMC-7721 by DAC, but not in HepG2 cells. However, p16 expression could be reactivated by demethylation of its promoter, and c-Myc expression was repressed in both cell lines. Moreover, DAC could enhance the sensitivity to the chemotherapeutic agents, such as cisplatin, by induction of apoptosis of HCC cells.
CONCLUSION: The DAC exerts its anti-tumor effects in HCC cells by inhibiting the telomerase activity.
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30
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Logan PC, Steiner M, Ponnampalam AP, Mitchell MD. Cell cycle regulation of human endometrial stromal cells during decidualization. Reprod Sci 2012; 19:883-94. [PMID: 22534328 DOI: 10.1177/1933719112438447] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Differentiation of endometrial stromal cells into decidual cells is crucial for optimal endometrial receptivity. Data from our previous microarray study implied that expression of many cell cycle regulators are changed during decidualization and inhibition of DNA methylation in vitro. In this study, we hypothesized that both the classic progestin treatment and DNA methylation inhibition would inhibit stromal cell proliferation and cell cycle transition. METHODS The human endometrial stromal cell line (HESC) was treated from 2 days to 18 days with the DNA methylation inhibitor, 5-aza-2'-deoxycytidine (AZA), a mixture of estradiol/progestin/cyclic adenosine monophosphate ([cAMP]; medroxy-progesterone acetate [MPA mix]) or both. Cell growth was measured by cell counting, cell cycle transition and apoptosis were analyzed by flow cytometry, expression of cell cycle regulators were analyzed by quantitative polymerase chain reaction (qPCR) and Western blotting, and change in DNA methylation profiles were detected by methylation-specific PCR. RESULTS Both AZA and MPA mix inhibited the proliferation of HESC for at least 7 days. Treatment with MPA mix resulted in an early G0/G1 inhibition followed by G2/M phase inhibition at 18 days. In contrast, AZA treatment inhibited cell cycle progression at the G2/M phase throughout. The protein levels of p21(Cip1)and 14-3-3σ were increased with both AZA and MPA mix treatments without any change in the DNA methylation profiles of the genes. CONCLUSIONS Our data imply that the decidualization of HESC is associated with cell cycle arrest at G0/G1 phase initially and G2/M phase at later stages. Our results also suggest that p53 pathway members play a role in the cell cycle regulation of endometrial stromal cells.
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Affiliation(s)
- Philip C Logan
- The Liggins Institute, University of Auckland, Auckland, New Zealand
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31
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Eyes on DNA methylation: current evidence for DNA methylation in ocular development and disease. J Ocul Biol Dis Infor 2012; 4:95-103. [PMID: 23538551 DOI: 10.1007/s12177-012-9078-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2011] [Accepted: 03/05/2012] [Indexed: 12/20/2022] Open
Abstract
Epigenetic modulation of chromatin states constitutes a vital component of the cellular repertoire of transcriptional regulatory mechanisms. The development of new technologies capable of generating genome-wide maps of chromatin modifications has re-energized the field. We are now poised to determine how species- and tissue-specific patterns of DNA methylation, in concert with other chromatin modifications, function to establish and maintain cell- and tissue-specific patterns of gene expression during normal development, cellular differentiation, and disease. This review addresses our current understanding of the major mechanisms and function of DNA methylation in vertebrates with a historical perspective and an emphasis on what is known about DNA methylation in eye development and disease.
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Konkankit VV, Kim W, Koya RC, Eskin A, Dam MA, Nelson S, Ribas A, Liau LM, Prins RM. Decitabine immunosensitizes human gliomas to NY-ESO-1 specific T lymphocyte targeting through the Fas/Fas ligand pathway. J Transl Med 2011; 9:192. [PMID: 22060015 PMCID: PMC3229551 DOI: 10.1186/1479-5876-9-192] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2011] [Accepted: 11/07/2011] [Indexed: 12/16/2022] Open
Abstract
Background The lack of effective treatments for gliomas makes them a significant health problem and highlights the need for the development of novel and innovative treatment approaches. Immunotherapy is an appealing strategy because of the potential ability for immune cells to traffic to and destroy infiltrating tumor cells. However, the absence of well-characterized, highly immunogenic tumor-rejection antigens (TRA) in gliomas has limited the implementation of targeted immune-based therapies. Methods We hypothesized that treatment with the demethylating agent, decitabine, would upregulate the expression of TRA on tumor cells, thereby facilitating enhanced surveillance by TRA-specific T cells. Results and Discussion Treatment of human glioma cells with decitabine increased the expression of NY-ESO-1 and other well characterized cancer testes antigens. The upregulation of NY-ESO-1 made these tumors susceptible to NY-ESO-1-specific T-cell recognition and lysis. Interestingly, decitabine treatment of T98 glioma cells also sensitized them to Fas-dependent apoptosis with an agonistic antibody, while a Fas blocking antibody could largely prevent the enhanced functional recognition by NY-ESO-1 specific T cells. Thus, decitabine treatment transformed a non-immunogenic glioma cell into an immunogenic target that was efficiently recognized by NY-ESO-1--specific T cells. Conclusions Such data supports the hypothesis that agents which alter epigenetic cellular processes may "immunosensitize" tumor cells to tumor-specific T cell-mediated lysis.
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Affiliation(s)
- Veerauo V Konkankit
- Graduate Program in Physiological Sciences, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, 90095, USA.
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Serman L, Dodig D. Impact of DNA methylation on trophoblast function. Clin Epigenetics 2011; 3:7. [PMID: 22414254 PMCID: PMC3303467 DOI: 10.1186/1868-7083-3-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2011] [Accepted: 11/01/2011] [Indexed: 12/21/2022] Open
Abstract
The influence of epigenetics is evident in many fields of medicine today. This is also true in placentology, where versatile epigenetic mechanisms that regulate expression of genes have shown to have important influence on trophoblast implantation and placentation. Such gene regulation can be established in different ways and on different molecular levels, the most common being the DNA methylation. DNA methylation has been shown today as an important predictive component in assessing clinical prognosis of certain malignant tumors; in addition, it opens up new possibilities for non-invasive prenatal diagnosis utilizing cell-free fetal DNA methods. By using a well known demethylating agent 5-azacytidine in pregnant rat model, we have been able to change gene expression and, consequently, the processes of trophoblast differentiation and placental development. In this review, we describe how changes in gene methylation effect trophoblast development and placentation and offer our perspective on use of trophoblast epigenetic research for better understanding of not only placenta development but cancer cell growth and invasion as well.
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Affiliation(s)
- L Serman
- Department of Biology, School of Medicine, University of Zagreb, Zagreb, Croatia.
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Mao WM, Li P, Zheng QQ, Wang CC, Ge MH, Hu FJ, Fang XH, Dong ZM, Ling ZQ. Hypermethylation-modulated downregulation of RASSF1A expression is associated with the progression of esophageal cancer. Arch Med Res 2011; 42:182-8. [PMID: 21722812 DOI: 10.1016/j.arcmed.2011.04.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Accepted: 03/17/2011] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND AIMS Chromosome 3p21 is an important locus harboring critical tumor suppressor genes (TSGs) implicated in the pathogenesis of multiple tumors including esophageal carcinoma (EC). Aberrant promoter methylation is a fundamental mechanism of inactivation of TSGs in cancer. RASSF1A, a candidate tumor suppressor gene, recently cloned from the lung tumor locus at 3p21.3, is frequently inactivated by hypermethylation of its promoter region in a number of malignancies. We undertook this study to investigate the methylation status of RASSF1A and its significance in esophageal squamous cell carcinoma (ESCC). METHODS Real-time RT-PCR and real-time methylation-specific PCR (real-time MSP) were used to detect RASSF1A expression and the methylation status of the RASSF1A promoter, respectively, in 124 primary ESCC tissues. RESULTS Hypermethylation, partial methylation and unmethylation of the promoter region of RASSF1A were detected in 56 (45.2%), 23 (18.6%) and 45 (36.2%) of 124 ESCC samples, respectively. Unmethylation of the promoter region of RASSF1A was detected in 119 (96%) of the 124 corresponding noncancerous tissues. Five (4.0%) of 124 noncancerous tissues showed partial methylation. The presence of hypermethylation was statistically associated with loss of RASSF1A mRNA expression in primary ESCC (p <0.05). There were statistically significant correlations between the presence of hypermethylation and regional lymph node involvement (p=0.000), histological differentiation (p=0.009) and tumor stage (p=0.000). CONCLUSIONS Our results suggest that RASSF1A may be one of the ESCC-related TSGs located at 3p21, and hypermethylation of the CpG island promoter of the RASSF1A is associated with the progression of ESCC.
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Affiliation(s)
- Wei-min Mao
- Zhejiang Cancer Research Institute, Zhejiang Province Cancer Hospital, Zhejiang Cancer Center, PR China
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Delgado-Calle J, Sañudo C, Sánchez-Verde L, García-Renedo RJ, Arozamena J, Riancho JA. Epigenetic regulation of alkaline phosphatase in human cells of the osteoblastic lineage. Bone 2011; 49:830-8. [PMID: 21700004 DOI: 10.1016/j.bone.2011.06.006] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2011] [Revised: 05/15/2011] [Accepted: 06/06/2011] [Indexed: 02/08/2023]
Abstract
Epigenetic mechanisms play an important role in the tissue-specific regulation of gene expression. This study analyzed the relationship between tissue non-specific alkaline phosphatase (ALPL) gene expression and the methylation of a CpG island located in its proximal region. Gene expression was analyzed by real time RT-qPCR in primary human osteoblasts (hOBs), the osteoblastic cell line MG-63, the mammary cell line MCF-7, and bone tissue. DNA methylation was analyzed by qMSP in those cells and also in lining osteoblasts and in osteocytes obtained from human bone samples by laser-assisted capture. hOBs expressed much more ALPL mRNA than MG-63 cells (7.3±3.2 vs. 0.2±0.1 arbitrary units, respectively). hOBs showed a very weak DNA methylation (<10%), whereas MG-63 had a higher degree of methylation (58±6%). Likewise, MCF-7 cells, which scarcely expressed ALPL, had a hypermethylated CpG island. Thus, the degree of methylation in the CpG island was inversely associated with the transcriptional levels of ALPL in the studied cells. Furthermore, treatment with the DNA demethylating agent AzadC induced a 30-fold increase in ALPL expression, in MG-63 cells, accompanied by a parallel increase in alkaline phosphatase activity. However, AzadC did not affect ALPL levels in the already hypomethylated hOBs. In addition, in microdissected osteocytes, which do not express alkaline phosphatase, the CpG island was highly methylated (>90%), whereas lining osteoblasts showed an intermediate degree of methylation (58±13%). These results suggest an important role of DNA methylation in the regulation of ALPL expression through the osteoblast-osteocyte transition.
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Affiliation(s)
- Jesús Delgado-Calle
- Department of Internal Medicine, Hospital U.M. Valdecilla-IFIMAV, University of Cantabria, Santander, Spain.
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Schildhaus HU, Riegel R, Hartmann W, Steiner S, Wardelmann E, Merkelbach-Bruse S, Tanaka S, Sonobe H, Schüle R, Buettner R, Kirfel J. Lysine-specific demethylase 1 is highly expressed in solitary fibrous tumors, synovial sarcomas, rhabdomyosarcomas, desmoplastic small round cell tumors, and malignant peripheral nerve sheath tumors. Hum Pathol 2011; 42:1667-75. [PMID: 21531005 DOI: 10.1016/j.humpath.2010.12.025] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2010] [Revised: 12/24/2010] [Accepted: 12/28/2010] [Indexed: 12/29/2022]
Abstract
Epigenetic changes including histone methylation, histone acetylation, and DNA methylation are thought to play important roles in the onset and progression of cancer in numerous tumor types. Recent evidence shows that dysregulated epigenetic modifications are as significant as genetic mutations and can act as oncogenic driver lesions causing autonomous growth of cancer cells. Here, we investigated the role of lysine-specific demethylase 1 in mesenchymal tumors. Lysine-specific demethylase 1 is the first discovered histone lysine demethylase and can demethylate both H3K4me2/1 and H3K9me2/1. By analyzing a total of 468 tumors, we describe for the first time high lysine-specific demethylase 1 expression in several highly malignant sarcomas, including synovial sarcomas, rhabdomyosarcomas, desmoplastic small round cell tumors and malignant peripheral nerve sheath tumors. Among the intermediate tumors only solitary fibrous tumors were found to be highly lysine-specific demethylase 1 positive, whereas lysine-specific demethylase 1 expression was low or absent in benign tumors. Lysine-specific demethylase 1 inhibition with small molecule inhibitors resulted in growth inhibition of synovial sarcoma cells in vitro and an increase in global H3K4me2 methylation. Sarcomas continue to remain a clinical challenge and therefore the identification of both diagnostic markers and novel drug targets for the development of new therapeutic options are needed. Our results suggest that dysregulation of lysine-specific demethylase 1 is associated with highly malignant sarcomas proposing them as molecular tumor markers as well as targets for the treatment of these tumor types.
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Affiliation(s)
- Hans-Ulrich Schildhaus
- Institute of Pathology, University of Bonn, Sigmund-Freud-Strasse 25, 53127 Bonn, Germany
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Abstract
Although genetics determines endocrine phenotypes, it cannot fully explain the great variability and reversibility of the system in response to environmental changes. Evidence now suggests that epigenetics, i.e. heritable but reversible changes in gene function without changes in nucleotide sequence, links genetics and environment in shaping endocrine function. Epigenetic mechanisms, including DNA methylation, histone modification, and microRNA, partition the genome into active and inactive domains based on endogenous and exogenous environmental changes and developmental stages, creating phenotype plasticity that can explain interindividual and population endocrine variability. We will review the current understanding of epigenetics in endocrinology, specifically, the regulation by epigenetics of the three levels of hormone action (synthesis and release, circulating and target tissue levels, and target-organ responsiveness) and the epigenetic action of endocrine disruptors. We will also discuss the impacts of hormones on epigenetics. We propose a three-dimensional model (genetics, environment, and developmental stage) to explain the phenomena related to progressive changes in endocrine functions with age, the early origin of endocrine disorders, phenotype discordance between monozygotic twins, rapid shifts in disease patterns among populations experiencing major lifestyle changes such as immigration, and the many endocrine disruptions in contemporary life. We emphasize that the key for understanding epigenetics in endocrinology is the identification, through advanced high-throughput screening technologies, of plasticity genes or loci that respond directly to a specific environmental stimulus. Investigations to determine whether epigenetic changes induced by today's lifestyles or environmental 'exposures' can be inherited and are reversible should open doors for applying epigenetics to the prevention and treatment of endocrine disorders.
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Affiliation(s)
- Xiang Zhang
- Department of Environmental Health, Center for Environmental Genetics, University of Cincinnati College of Medicine, 3223 Eden Avenue, Kettering Complex Suite 130, Cincinnati, Ohio 45267, USA
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5-Aza-2'-deoxycytidine stress response and apoptosis in prostate cancer. Clin Epigenetics 2011; 2:339-48. [PMID: 22704346 PMCID: PMC3365594 DOI: 10.1007/s13148-010-0019-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2010] [Accepted: 12/15/2010] [Indexed: 12/31/2022] Open
Abstract
While studying on epigenetic regulatory mechanisms (DNA methylation at C-5 of -CpG- cytosine and demethylation of methylated DNA) of certain genes (FAS, CLU, E-cadh, CD44, and Cav-1) associated with prostate cancer development and its better management, we noticed that the used in vivo dose of 5-aza-2'-deoxycytidine (5.0 to 10.0 nM, sufficient to inhibit DNA methyltransferase activity in vitro) helped in the transcription of various genes with known (steroid receptors, AR and ER; ER variants, CD44, CDH1, BRCA1, TGFβR1, MMP3, MMP9, and UPA) and unknown (DAZ and Y-chromosome specific) proteins and the respective cells remained healthy in culture. At a moderate dose (20 to 200 nM) of the inhibitor, cells remain growth arrested. Upon subsequent challenge with increased dose (0.5 to 5.0 μM) of the inhibitor, we observed that the cellular morphology was changing and led to death of the cells with progress of time. Analyses of DNA and anti-, pro-, and apoptotic factors of the affected cells revealed that the molecular events that went on are characteristics of programmed cell death (apoptosis).
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Environmental epigenetics of asthma: an update. J Allergy Clin Immunol 2010; 126:453-65. [PMID: 20816181 DOI: 10.1016/j.jaci.2010.07.030] [Citation(s) in RCA: 152] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2010] [Revised: 07/27/2010] [Accepted: 07/29/2010] [Indexed: 12/29/2022]
Abstract
Asthma, a chronic inflammatory disorder of the airway, is influenced by interplay between genetic and environmental factors now known to be mediated by epigenetics. Aberrant DNA methylation, altered histone modifications, specific microRNA expression, and other chromatin alterations orchestrate a complex early-life reprogramming of immune T-cell response, dendritic cell function, macrophage activation, and a breach of airway epithelial barrier that dictates asthma risk and severity in later life. Adult-onset asthma is under analogous regulation. The sharp increase in asthma prevalence over the past 2 or 3 decades and the large variations among populations of similar racial/ethnic background but different environmental exposures favors a strong contribution of environmental factors. This review addresses the fundamental question of whether environmental influences on asthma risk, severity, and steroid resistance are partly due to differential epigenetic modulations. Current knowledge on the epigenetic effects of tobacco smoke, microbial allergens, oxidants, airborne particulate matter, diesel exhaust particles, polycyclic aromatic hydrocarbons, dietary methyl donors and other nutritional factors, and dust mites is discussed. Exciting findings have been generated by rapid technological advances and well-designed experimental and population studies. The discovery and validation of epigenetic biomarkers linked to exposure, asthma, or both might lead to better epigenotyping of risk, prognosis, treatment prediction, and development of novel therapies.
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Logan PC, Ponnampalam AP, Rahnama F, Lobie PE, Mitchell MD. The effect of DNA methylation inhibitor 5-Aza-2′-deoxycytidine on human endometrial stromal cells. Hum Reprod 2010; 25:2859-69. [DOI: 10.1093/humrep/deq238] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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Mimasu S, Umezawa N, Sato S, Higuchi T, Umehara T, Yokoyama S. Structurally designed trans-2-phenylcyclopropylamine derivatives potently inhibit histone demethylase LSD1/KDM1 . Biochemistry 2010; 49:6494-503. [PMID: 20568732 DOI: 10.1021/bi100299r] [Citation(s) in RCA: 139] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Lysine-specific demethylase 1 (LSD1/KDM1) demethylates histone H3, in addition to tumor suppressor p53 and DNA methyltransferase 1 (Dnmt1), thus regulating eukaryotic gene expression by altering chromatin structure. Specific inhibitors of LSD1 are desired as anticancer agents, because LSD1 aberrations are associated with several cancers, and LSD1 inhibition restores the expression of abnormally silenced genes in cancerous cells. In this study, we designed and synthesized several candidate compounds to inhibit LSD1, based on the structures of LSD1 and monoamine oxidase B (MAO-B), in complex with an antidepressant tranylcypromine (2-PCPA) derivative. Compound S2101 exhibited stronger LSD1 inhibition than tranylcypromine and the known small LSD1 inhibitors in LSD1 demethylation assays, with a k(inact)/K(I) value of 4560 M(-1) s(-1). In comparison with tranylcypromine, the compound displayed weaker inhibition to the monoamine oxidases. The inhibition modes of the two 2-PCPA derivatives, 2-PFPA and S1201, were identified by determination of the inhibitor-bound LSD1 structures, which revealed the enhanced stability of the inhibitor-FAD adducts by their interactions with the surrounding LSD1 residues. These molecules are potential pharmaceutical candidates for cancer or latent virus infection, as well as research tools for LSD1-related biological investigations.
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Affiliation(s)
- Shinya Mimasu
- RIKEN Systems and Structural Biology Center, 1-7-22 Suehiro-cho, Tsurumi, Yokohama, Japan
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