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Wang J, Zhang W, Hou W, Zhao E, Li X. Molecular Characterization, Tumor Microenvironment Association, and Drug Susceptibility of DNA Methylation-Driven Genes in Renal Cell Carcinoma. Front Cell Dev Biol 2022; 10:837919. [PMID: 35386197 PMCID: PMC8978676 DOI: 10.3389/fcell.2022.837919] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 02/21/2022] [Indexed: 11/13/2022] Open
Abstract
Accumulating evidence suggests that DNA methylation has essential roles in the development of renal cell carcinoma (RCC). Aberrant DNA methylation acts as a vital role in RCC progression through regulating the gene expression, yet little is known about the role of methylation and its association with prognosis in RCC. The purpose of this study is to explore the DNA methylation-driven genes for establishing prognostic-related molecular clusters and providing a basis for survival prediction. In this study, 5,198 differentially expressed genes (DEGs) and 270 DNA methylation-driven genes were selected to obtain 146 differentially expressed DNA methylation-driven genes (DEMDGs). Two clusters were distinguished by consensus clustering using 146 DEMDGs. We further evaluated the immune status of two clusters and selected 106 DEGs in cluster 1. Cluster-based immune status analysis and functional enrichment analysis of 106 DEGs provide new insights for the development of RCC. To predict the prognosis of patients with RCC, a prognostic model based on eight DEMDGs was constructed. The patients were divided into high-risk groups and low-risk groups based on their risk scores. The predictive nomogram and the web-based survival rate calculator (http://127.0.0.1:3496) were built to validate the predictive accuracy of the prognostic model. Gene set enrichment analysis was performed to annotate the signaling pathways in which the genes are enriched. The correlation of the risk score with clinical features, immune status, and drug susceptibility was also evaluated. These results suggested that the prognostic model might be a promising prognostic tool for RCC and might facilitate the management of patients with RCC.
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Affiliation(s)
- Jinpeng Wang
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wei Zhang
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wenbin Hou
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Enyang Zhao
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xuedong Li
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
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Abstract
Determining the effect of DNA methylation on chromatin structure and function in higher organisms is challenging due to the extreme complexity of epigenetic regulation. We studied a simpler model system, budding yeast, that lacks DNA methylation machinery making it a perfect model system to study the intrinsic role of DNA methylation in chromatin structure and function. We expressed the murine DNA methyltransferases in Saccharomyces cerevisiae and analyzed the correlation between DNA methylation, nucleosome positioning, gene expression and 3D genome organization. Despite lacking the machinery for positioning and reading methylation marks, induced DNA methylation follows a conserved pattern with low methylation levels at the 5’ end of the gene increasing gradually toward the 3’ end, with concentration of methylated DNA in linkers and nucleosome free regions, and with actively expressed genes showing low and high levels of methylation at transcription start and terminating sites respectively, mimicking the patterns seen in mammals. We also see that DNA methylation increases chromatin condensation in peri-centromeric regions, decreases overall DNA flexibility, and favors the heterochromatin state. Taken together, these results demonstrate that methylation intrinsically modulates chromatin structure and function even in the absence of cellular machinery evolved to recognize and process the methylation signal. Multi-layered epigenetic regulation in higher eukaryotes makes it challenging to disentangle the individual effects of modifications on chromatin structure and function. Here, the authors expressed mammalian DNA methyltransferases in yeast, which have no DNA methylation, to show that methylation has intrinsic effects on chromatin structure.
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DNMT3B Expression Might Contribute to Abnormal Methylation of RASSF1A in Lager Colorectal Adenomatous Polyps. Gastroenterol Res Pract 2020; 2020:1798729. [PMID: 33061956 PMCID: PMC7547352 DOI: 10.1155/2020/1798729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 08/04/2020] [Accepted: 09/15/2020] [Indexed: 11/17/2022] Open
Abstract
Background It is pretty well known that DNA methyltransferases (DNMTs) are actively involved in abnormal cell growth. The goal of the current study is to explore the correlation between DNMT expression and colorectal adenomatous polyps (CAPs). Method Twenty pairs of CAP samples with a diameter ≥ 10 mm and corresponding normal colorectal mucosa (NCM) tissues from patients were used in the present study. The expression levels and activity of DNA methyltransferases (DNMTs) were measured in the CAP tissues. The global methylation and the promoter methylation level of 3 kinds of tumour suppressor gene were detected. Results mRNA and protein levels of DNMT3B were found to be elevated in the CAP tissues compared with the control tissue. Additionally, the methylation of long interspersed nuclear elements-1 (LINE-1/L1) was decreased in the CAP tissue. Furthermore, methylation of the promoter of a tumour suppressor gene Ras association domain family 1A (RASSF1A) was increased in the CAP tissues, while the mRNA levels of RASSF1A were decreased. Conclusions These results suggest that the overexpression of DNMT3B may contribute to a role in the genesis of CAPs through the hypomethylation of chromosomes in the whole cell and promoter hypermethylation of RASSF1A.
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Xu T, Wang C, Shen J, Tong P, O’Keefe R. Ablation of Dnmt3b in chondrocytes suppresses cell maturation during embryonic development. J Cell Biochem 2018; 119:5852-5863. [PMID: 29637597 PMCID: PMC5993586 DOI: 10.1002/jcb.26775] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 01/31/2018] [Indexed: 12/18/2022]
Abstract
DNA methylation is a major mode of epigenetic regulation in the mammalian genome and is essential for embryonic development. The three catalytic DNA methyltransferases (Dnmts), Dnmt1, Dnmt3a, and Dnmt3b, catalyze the methylation of cytosine. Dnmt3b is highly expressed in chondrocytes and global knockout of Dnmt3b led to skeletal deformations and embryonic lethality, suggesting an essential role of Dnmt3b in endochondral bone formation. To further define the role of Dnmt3b in skeletal development, Dnmt3b was deleted in Col2 positive chondrocyte lineage cells. Both axial and appendicular skeletal size were reduced and bone mineralization was delayed in Col2Cre+ ;Dnmt3bf/f (Dnmt3bCol2 ) mice at E14.5 and E18.5. While Alcian Blue Hematoxylin/Orange G (ABH/OG) staining showed normal chondrocyte columns in control growth plates, the length of hypertrophic chondrocyte zone and type X collagen expression were decreased in E18.5 growth plates from Dnmt3bCol2 mice. TUNEL and PCNA staining demonstrated that the delay in chondrocyte maturation observed in the Dnmt3bCol2 growth plates was not secondary to altered chondrocyte apoptosis or proliferation. Complementary in vitro experiments were performed on primary sternal chondrocytes isolated from control and Dnmt3bCol2 mice. Gene expression studies confirmed delayed terminal maturation as Mmp13 and Col10a1 expression was down-regulated in Dnmt3bCol2 chondrocytes. In addition, alkaline phosphatase (ALP) and Alizarin Red staining confirmed that Dnmt3b deletion in chondrocytes delays in vitro chondrocyte hypertrophic differentiation and matrix mineralization. Mechanistically, Dnmt3b gene deletion resulted in decreased BMP signaling through reduction of Smad1 phosphorylation. These findings show that epigenetic factor, Dnmt3b is necessary for normal chondrocyte hypertrophic maturation and limb development.
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Affiliation(s)
- Taotao Xu
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO 63110
- Institute of Orthopaedics and Traumatology, the First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou 310053, China
- Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Cuicui Wang
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO 63110
| | - Jie Shen
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO 63110
| | - Peijian Tong
- Institute of Orthopaedics and Traumatology, the First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou 310053, China
- Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Regis O’Keefe
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO 63110
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Liu Y, Sun L, Fong P, Yang J, Zhang Z, Yin S, Jiang S, Liu X, Ju H, Huang L, Bai J, Gong K, Yan S, Zhang C, Shao G. An association between overexpression of DNA methyltransferase 3B4 and clear cell renal cell carcinoma. Oncotarget 2017; 8:19712-19722. [PMID: 28160561 PMCID: PMC5386716 DOI: 10.18632/oncotarget.14966] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 01/03/2017] [Indexed: 12/20/2022] Open
Abstract
It is well known that abnormal DNA methylations occur frequently in kidney cancer. However, it remains unclear exactly which types of DNA methyltransferases (DNMT) contribute to the pathologies of kidney cancers. In order to determine the functions of DNA methyltransferase in kidney tumorigenesis on the molecular level, we examined the mRNA expression levels of DNMT1, DNMT3A, DNMT3B, and DNMT3B variants in renal cell carcinoma tissue. Both mRNA and protein levels of DNMT3B4, a splice variant of DNMT3B, were increased in renal cell carcinoma tissue compared with adjacent control tissues. Additionally, Alu elements and long interspersed nuclear elements (LINE-1) were hypomethylated in renal cell carcinoma tissue. Meanwhile, methylation of the promoter for RASSF1A, a tumor suppressor gene, was moderately increased in renal cell carcinoma tissue, while RASSF1A expression was decreased. Thus, our data suggest that the overexpression of DNMT3B4 may play an important role in human kidney tumorigenesis through chromosomal instability and methylation of RASSF1A.
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Affiliation(s)
- You Liu
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Liantao Sun
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Peter Fong
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Jie Yang
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Zhuxia Zhang
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Shuihui Yin
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Shuyuan Jiang
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Xiaolei Liu
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Hongge Ju
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Lihua Huang
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Jing Bai
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Kerui Gong
- Department of Oral and Maxillofacial Surgery, University of California San Francsico, San Francisco, CA, USA
| | - Shaochun Yan
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
| | - Chunyang Zhang
- Department of Neurology, First Affiliated Hospital of Baotou Medical College, Inner Mongolia, PRC
| | - Guo Shao
- Biomedicine Research Center and Basic Medical College, Baotou Medical College, Inner Mongolia, PRC
- Institute for Hypoxia Medicine, Capital Medical University, Beijing, PRC
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Dnmt1-independent CG methylation contributes to nucleosome positioning in diverse eukaryotes. Cell 2014; 156:1286-1297. [PMID: 24630728 DOI: 10.1016/j.cell.2014.01.029] [Citation(s) in RCA: 136] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Revised: 10/25/2013] [Accepted: 01/10/2014] [Indexed: 11/24/2022]
Abstract
Dnmt1 epigenetically propagates symmetrical CG methylation in many eukaryotes. Their genomes are typically depleted of CG dinucleotides because of imperfect repair of deaminated methylcytosines. Here, we extensively survey diverse species lacking Dnmt1 and show that, surprisingly, symmetrical CG methylation is nonetheless frequently present and catalyzed by a different DNA methyltransferase family, Dnmt5. Numerous Dnmt5-containing organisms that diverged more than a billion years ago exhibit clustered methylation, specifically in nucleosome linkers. Clustered methylation occurs at unprecedented densities and directly disfavors nucleosomes, contributing to nucleosome positioning between clusters. Dense methylation is enabled by a regime of genomic sequence evolution that enriches CG dinucleotides and drives the highest CG frequencies known. Species with linker methylation have small, transcriptionally active nuclei that approach the physical limits of chromatin compaction. These features constitute a previously unappreciated genome architecture, in which dense methylation influences nucleosome positions, likely facilitating nuclear processes under extreme spatial constraints.
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Portela A, Liz J, Nogales V, Setién F, Villanueva A, Esteller M. DNA methylation determines nucleosome occupancy in the 5'-CpG islands of tumor suppressor genes. Oncogene 2013; 32:5421-8. [PMID: 23686312 PMCID: PMC3898323 DOI: 10.1038/onc.2013.162] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2012] [Revised: 03/11/2013] [Accepted: 03/18/2013] [Indexed: 02/08/2023]
Abstract
Promoter CpG island hypermethylation of tumor suppressor genes is an epigenetic hallmark of human cancer commonly associated with nucleosome occupancy and the transcriptional silencing of the neighboring gene. Nucleosomes can determine the underlying DNA methylation status. Herein, we show that the opposite is also true: DNA methylation can determine nucleosome positioning. Using a cancer model and digital nucleosome positioning techniques, we demonstrate that the induction of DNA hypomethylation events by genetic (DNMT1/DNMT3B deficient cells) or drug (a DNA demethylating agent) approaches is associated with the eviction of nucleosomes from previously hypermethylated CpG islands of tumor suppressor genes. Most importantly, the establishment of a stable cell line that restores DNMT1/DNMT3B deficiency shows that nucleosomes reoccupy their positions in de novo methylated CpG islands. Finally, we extend these results to the genomic level, combining a DNA methylation microarray and the nucleosome positioning technique. Using this global approach, we observe the dependency of nucleosome occupancy upon the DNA methylation status. Thus, our results suggest that there is a close association between hypermethylated CpG islands and the presence of nucleosomes, such that each of these epigenetic mechanisms can determine the recruitment of the other.
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Affiliation(s)
- A Portela
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia, Spain
| | - J Liz
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia, Spain
| | - V Nogales
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia, Spain
| | - F Setién
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia, Spain
| | - A Villanueva
- Translational Research Laboratory, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia, Spain
| | - M Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Barcelona, Catalonia, Spain
- Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Catalonia, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
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Shao G, Zhang R, Zhang S, Jiang S, Liu Y, Zhang W, Zhang Y, Li J, Gong K, Gong K, Hu XR, Jiang SW. Splice variants DNMT3B4 and DNMT3B7 overexpression inhibit cell proliferation in 293A cell line. In Vitro Cell Dev Biol Anim 2013; 49:386-94. [PMID: 23636939 DOI: 10.1007/s11626-013-9619-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Accepted: 04/10/2013] [Indexed: 01/13/2023]
Abstract
DNA methyltransferase 3B (DNMT3B) is critical in abnormal DNA methylation patterns in cancer cells. Nearly 40 alternatively spliced variants of DNMT3B have been reported. DNMT3B4 and DNMT3B7 are two kinds of splice variants of DNMT3B lacking the conserved methyltransferase motif. In this study, the effect of inactivation of DNMT3B variants, DNMT3B4 and DNMT3B7, on cell proliferation was assessed. pCMV-DNMT3B4 and pCMV-DNMT3B7 recombinant plasmids were developed and stably transfected into 293A cells. 293A cells transfected with plasmid pCMV-DNMT3B4 or pCMV-2B were then treated with G418 to the stable cell lines. After that, 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide method was used for testing the proliferation level, and flow cytometry was used to test cell cycle distribution of the cell line. The expression of p21 was detected by real-time PCR and Western blot. The methylation status of p21 promoter was detected by methylation-specific PCR (MS-PCR). It was found that DNMT3B4 and DNMT3B7 overexpression could inhibit cell proliferation and increase the expression of p21. Cell cycle analysis demonstrated that inactivation of DNMT3B variants overexpression inhibited cell cycle progression. Inactivation of DNMT3B variants overexpression facilitated p21 expression to delay 293A cell proliferation. These findings indicate that inactivation of DNMT3B variants might play an important role in cell proliferation correlating with the change of p21.
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Affiliation(s)
- Guo Shao
- Department of Pathology, Guangdong Medical College, Guangdong, People's Republic of China.
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Šenigl F, Auxt M, Hejnar J. Transcriptional provirus silencing as a crosstalk of de novo DNA methylation and epigenomic features at the integration site. Nucleic Acids Res 2012; 40:5298-312. [PMID: 22379139 PMCID: PMC3384319 DOI: 10.1093/nar/gks197] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2012] [Revised: 02/12/2012] [Accepted: 02/13/2012] [Indexed: 12/03/2022] Open
Abstract
The autonomous transcription of integrated retroviruses strongly depends on genetic and epigenetic effects of the chromatin at the site of integration. These effects are mostly suppressive and proviral activity can be finally silenced by mechanisms, such as DNA methylation and histone modifications. To address the role of the integration site at the whole-genome-scale, we performed clonal analysis of provirus silencing with an avian leucosis/sarcoma virus-based reporter vector and correlated the transcriptional silencing with the epigenomic landscape of respective integrations. We demonstrate efficient provirus silencing in human HCT116 cell line, which is strongly but not absolutely dependent on the de novo DNA methyltransferase activity, particularly of Dnmt3b. Proviruses integrated close to the transcription start sites of active genes into the regions enriched in H3K4 trimethylation display long-term stability of expression and are resistant to the transcriptional silencing after over-expression of Dnmt3a or Dnmt3b. In contrast, proviruses in the intergenic regions tend to spontaneous transcriptional silencing even in Dnmt3a(-/-) Dnmt3b(-/-) cells. The silencing of proviruses within genes is accompanied with DNA methylation of long terminal repeats, whereas silencing in intergenic regions is DNA methylation-independent. These findings indicate that the epigenomic features of integration sites are crucial for their permissivity to the proviral expression.
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Affiliation(s)
- Filip Šenigl
- Department of Cellular and Viral Genetics, Institute of Molecular Genetics, Academy of Sciences of the Czech Republic, Vídeňská 1083, 14220 Prague, Czech Republic
| | | | - Jiří Hejnar
- Department of Cellular and Viral Genetics, Institute of Molecular Genetics, Academy of Sciences of the Czech Republic, Vídeňská 1083, 14220 Prague, Czech Republic
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