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Galperin MY, Vera Alvarez R, Karamycheva S, Makarova KS, Wolf Y, Landsman D, Koonin EV. COG database update 2024. Nucleic Acids Res 2025; 53:D356-D363. [PMID: 39494517 PMCID: PMC11701660 DOI: 10.1093/nar/gkae983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 10/08/2024] [Accepted: 10/14/2024] [Indexed: 11/05/2024] Open
Abstract
The Clusters of Orthologous Genes (COG) database, originally created in 1997, has been updated to reflect the constantly growing collection of completely sequenced prokaryotic genomes. This update increased the genome coverage from 1309 to 2296 species, including 2103 bacteria and 193 archaea, in most cases, with a single representative genome per genus. This set covers all genera of bacteria and archaea that included organisms with 'complete genomes' as per NCBI databases in November 2023. The number of COGs has been expanded from 4877 to 4981, primarily by including protein families involved in bacterial protein secretion. Accordingly, COG pathways and functional groups now include secretion systems of types II through X, as well as Flp/Tad and type IV pili. These groupings allow straightforward identification and examination of the prokaryotic lineages that encompass-or lack-a particular secretion system. Other developments include improved annotations for the rRNA and tRNA modification proteins, multi-domain signal transduction proteins, and some previously uncharacterized protein families. The new version of COGs is available at https://www.ncbi.nlm.nih.gov/research/COG, as well as on the NCBI FTP site https://ftp.ncbi.nlm.nih.gov/pub/COG/, which also provides archived data from previous COG releases.
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Affiliation(s)
- Michael Y Galperin
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Roberto Vera Alvarez
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Svetlana Karamycheva
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Kira S Makarova
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Yuri I Wolf
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - David Landsman
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Eugene V Koonin
- Computational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
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Wang R, Xue W, Kan F, Zhang H, Wang D, Wang L, Wang J. NSUN2 affects diabetic retinopathy progression by regulating MUC1 expression through RNA m 5C methylation. J Transl Med 2024; 22:476. [PMID: 38764010 PMCID: PMC11103891 DOI: 10.1186/s12967-024-05287-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 05/10/2024] [Indexed: 05/21/2024] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is the leading cause of blinding eye disease among working adults and is primarily attributed to the excessive proliferation of microvessels, which leads to vitreous hemorrhage and retinal traction, thereby significantly impairing patient vision. NSUN2-mediated RNA m5C methylation is implicated in various diseases, and in this investigation, we focused on elucidating the impact of NSUN2 on the regulation of the expression of the downstream gene MUC1, specifically through RNA m5C methylation, on the progression of DR. METHOD Utilizing Microarray analysis, we examined patient vitreous fluid to pinpoint potential therapeutic targets for DR. Differential expression of NSUN2 was validated through qRT-PCR, Western blot, and immunofluorescence in human tissue, animal tissue, and cell model of DR. The relationship between NSUN2 and DR was explored in vitro and in vivo through gene knockdown and overexpression. Various techniques, such as MeRIP-qPCR and dot blot, were applied to reveal the downstream targets and mechanism of action of NSUN2. RESULTS The levels of both NSUN2 and RNA m5C methylation were significantly elevated in the DR model. Knockdown of NSUN2 mitigated DR lesion formation both in vitro and in vivo. Mechanistically, NSUN2 promoted MUC1 expression by binding to the RNA m5C reader ALYREF. Knockdown of ALYREF resulted in DR lesion alterations similar to those observed with NSUN2 knockdown. Moreover, MUC1 overexpression successfully reversed a series of DR alterations induced by NSUN2 silencing. CONCLUSIONS NSUN2 regulates the expression of MUC1 through ALYREF-mediated RNA m5C methylation, thereby regulating the progression of DR and providing a new option for the treatment of DR in the future.
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Affiliation(s)
- Runze Wang
- Eye Hospital, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China
| | - Wei Xue
- Department of Urology, Shengjing Hospital of China Medical University, Shenyang, 110004, China
| | - Feifei Kan
- Eye Hospital, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China
| | - Huiying Zhang
- Eye Hospital, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China
| | - Di Wang
- Eye Hospital, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China
| | - Lei Wang
- Eye Hospital, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China.
| | - Jianwen Wang
- Eye Hospital, The First Affiliated Hospital of Harbin Medical University, Harbin, 150000, China.
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3
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Guarnacci M, Preiss T. The je ne sais quoi of 5-methylcytosine in messenger RNA. RNA (NEW YORK, N.Y.) 2024; 30:560-569. [PMID: 38531644 PMCID: PMC11019750 DOI: 10.1261/rna.079982.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Accepted: 02/09/2024] [Indexed: 03/28/2024]
Abstract
The potential presence of 5-methylcytosine as a sparse internal modification of mRNA was first raised in 1975, and a first map of the modification was also part of the epitranscriptomics "big bang" in 2012. Since then, the evidence for its presence in mRNA has firmed up, and initial insights have been gained into the molecular function and broader biological relevance of 5-methylcytosine when present in mRNA. Here, we summarize the status quo of the field, outline some of its current challenges, and suggest how to address them in future work.
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Affiliation(s)
- Marco Guarnacci
- Shine-Dalgarno Centre for RNA Innovation, Division of Genome Science and Cancer, John Curtin School of Medical Research, Australian National University, Canberra 2601, Australian Capital Territory, Australia
| | - Thomas Preiss
- Shine-Dalgarno Centre for RNA Innovation, Division of Genome Science and Cancer, John Curtin School of Medical Research, Australian National University, Canberra 2601, Australian Capital Territory, Australia
- Victor Chang Cardiac Research Institute, Sydney, New South Wales 2010, Australia
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4
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Ozato Y, Hara T, Meng S, Sato H, Tatekawa S, Uemura M, Yabumoto T, Uchida S, Ogawa K, Doki Y, Eguchi H, Ishii H. RNA methylation in inflammatory bowel disease. Cancer Sci 2024; 115:723-733. [PMID: 38263895 PMCID: PMC10920996 DOI: 10.1111/cas.16048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/29/2023] [Accepted: 12/06/2023] [Indexed: 01/25/2024] Open
Abstract
RNA modifications, including the renowned m6A, have recently garnered significant attention. This chemical alteration, present in mRNA, exerts a profound influence on protein expression levels by affecting splicing, nuclear export, stability, translation, and other critical processes. Although the role of RNA methylation in the pathogenesis and progression of IBD and colorectal cancer has been reported, many aspects remain unresolved. In this comprehensive review, we present recent studies on RNA methylation in IBD and colorectal cancer, with a particular focus on m6A and its regulators. We highlight the pivotal role of m6A in the pathogenesis of IBD and colorectal cancer and explore the potential applications of m6A modifications in the diagnosis and treatment of these diseases.
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Grants
- 18KK0251 19K22658 20H00541 21K19526 Ministry of Education, Culture, Sports, Science and Technology
- 22H03146 22K19559 23K19505 16H06279 (PAGS) Ministry of Education, Culture, Sports, Science and Technology
- grant nos. 17cm0106414h0002 JP21lm0203007 Ministry of Education, Culture, Sports, Science and Technology
- 2021-48 Mitsubishi Foundation
- Ministry of Education, Culture, Sports, Science and Technology
- Mitsubishi Foundation
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Affiliation(s)
- Yuki Ozato
- Department of Medical Data ScienceCenter of Medical Innovation and Translational Research, Osaka University Graduate School of MedicineSuitaJapan
- Department of Gastrointestinal SurgeryOsaka University Graduate School of MedicineSuitaJapan
| | - Tomoaki Hara
- Department of Medical Data ScienceCenter of Medical Innovation and Translational Research, Osaka University Graduate School of MedicineSuitaJapan
| | - Sikun Meng
- Department of Medical Data ScienceCenter of Medical Innovation and Translational Research, Osaka University Graduate School of MedicineSuitaJapan
| | - Hiromichi Sato
- Department of Medical Data ScienceCenter of Medical Innovation and Translational Research, Osaka University Graduate School of MedicineSuitaJapan
- Department of Gastrointestinal SurgeryOsaka University Graduate School of MedicineSuitaJapan
| | - Shotaro Tatekawa
- Department of Radiation OncologyOsaka University Graduate School of MedicineSuitaJapan
| | - Mamoru Uemura
- Department of Gastrointestinal SurgeryOsaka University Graduate School of MedicineSuitaJapan
| | | | - Shizuka Uchida
- Department of Clinical Medicine, Center for RNA MedicineAalborg UniversityCopenhagen SVDenmark
| | - Kazuhiko Ogawa
- Department of Radiation OncologyOsaka University Graduate School of MedicineSuitaJapan
| | - Yuichiro Doki
- Department of Gastrointestinal SurgeryOsaka University Graduate School of MedicineSuitaJapan
| | - Hidetoshi Eguchi
- Department of Gastrointestinal SurgeryOsaka University Graduate School of MedicineSuitaJapan
| | - Hideshi Ishii
- Department of Medical Data ScienceCenter of Medical Innovation and Translational Research, Osaka University Graduate School of MedicineSuitaJapan
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Wang H, Feng J, Zeng C, Liu J, Fu Z, Wang D, Wang Y, Zhang L, Li J, Jiang A, He M, Cao Y, Yan K, Tang H, Guo D, Xu K, Zhou X, Zhou L, Lan K, Zhou Y, Chen Y. NSUN2-mediated M 5c methylation of IRF3 mRNA negatively regulates type I interferon responses during various viral infections. Emerg Microbes Infect 2023; 12:2178238. [PMID: 36748584 PMCID: PMC9946332 DOI: 10.1080/22221751.2023.2178238] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 02/04/2023] [Indexed: 02/08/2023]
Abstract
5-Methylcytosine (m5C) is a widespread post-transcriptional RNA modification and is reported to be involved in manifold cellular responses and biological processes through regulating RNA metabolism. However, its regulatory role in antiviral innate immunity has not yet been elucidated. Here, we report that NSUN2, a typical m5C methyltransferase, negatively regulates type I interferon responses during various viral infections, including SARS-CoV-2. NSUN2 specifically mediates m5C methylation of IRF3 mRNA and accelerates its degradation, resulting in low levels of IRF3 and downstream IFN-β production. Knockout or knockdown of NSUN2 enhanced type I interferon and downstream ISGs during various viral infection in vitro. And in vivo, the antiviral innate response is more dramatically enhanced in Nsun2+/- mice than in Nsun2+/+ mice. The highly m5C methylated cytosines in IRF3 mRNA were identified, and their mutation enhanced cellular IRF3 mRNA levels. Moreover, infection with Sendai virus (SeV), vesicular stomatitis virus (VSV), herpes simplex virus 1 (HSV-1), or Zika virus (ZIKV) resulted in a reduction of endogenous NSUN2 levels. Especially, SARS-CoV-2 infection (WT strain and BA.1 omicron variant) also decreased endogenous levels of NSUN2 in COVID-19 patients and K18-hACE2 KI mice, further increasing type I interferon and downstream ISGs. Together, our findings reveal that NSUN2 serves as a negative regulator of interferon response by accelerating the fast turnover of IRF3 mRNA, while endogenous NSUN2 levels decrease during SARS-CoV-2 and various viral infections to boost antiviral responses for effective elimination of viruses.
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Affiliation(s)
- Hongyun Wang
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Jiangpeng Feng
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Cong Zeng
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
- College of Veterinary Medicine, The Ohio State University, Columbus, OH, USA
| | - Jiejie Liu
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Zhiying Fu
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Dehe Wang
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Yafen Wang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Lu Zhang
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Jiali Li
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Ao Jiang
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Miao He
- School of Medicine, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Yuanyuan Cao
- Department of Microbiology, School of Basic Medical Sciences, Anhui Medical University, Hefei, People’s Republic of China
| | - Kun Yan
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Hao Tang
- Heart Center of Henan Provincial People’s Hospital, Central China Fuwai Hospital of Zhengzhou University, Zhengzhou, People’s Republic of China
| | - Deyin Guo
- School of Medicine, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Ke Xu
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Xiang Zhou
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Li Zhou
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
- Animal Bio-Safety Level III Laboratory at Center for Animal Experiment, Wuhan University, Wuhan, People’s Republic of China
| | - Ke Lan
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Yu Zhou
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
| | - Yu Chen
- State Key Laboratory of Virology, RNA Institute, College of Life Sciences, Wuhan University, Wuhan, People’s Republic of China
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6
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Qiu L, Jing Q, Li Y, Han J. RNA modification: mechanisms and therapeutic targets. MOLECULAR BIOMEDICINE 2023; 4:25. [PMID: 37612540 PMCID: PMC10447785 DOI: 10.1186/s43556-023-00139-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 07/28/2023] [Indexed: 08/25/2023] Open
Abstract
RNA modifications are dynamic and reversible chemical modifications on substrate RNA that are regulated by specific modifying enzymes. They play important roles in the regulation of many biological processes in various diseases, such as the development of cancer and other diseases. With the help of advanced sequencing technologies, the role of RNA modifications has caught increasing attention in human diseases in scientific research. In this review, we briefly summarized the basic mechanisms of several common RNA modifications, including m6A, m5C, m1A, m7G, Ψ, A-to-I editing and ac4C. Importantly, we discussed their potential functions in human diseases, including cancer, neurological disorders, cardiovascular diseases, metabolic diseases, genetic and developmental diseases, as well as immune disorders. Through the "writing-erasing-reading" mechanisms, RNA modifications regulate the stability, translation, and localization of pivotal disease-related mRNAs to manipulate disease development. Moreover, we also highlighted in this review all currently available RNA-modifier-targeting small molecular inhibitors or activators, most of which are designed against m6A-related enzymes, such as METTL3, FTO and ALKBH5. This review provides clues for potential clinical therapy as well as future study directions in the RNA modification field. More in-depth studies on RNA modifications, their roles in human diseases and further development of their inhibitors or activators are needed for a thorough understanding of epitranscriptomics as well as diagnosis, treatment, and prognosis of human diseases.
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Affiliation(s)
- Lei Qiu
- State Key Laboratory of Biotherapy and Cancer Center, Research Laboratory of Tumor Epigenetics and Genomics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, P.R. China
| | - Qian Jing
- State Key Laboratory of Biotherapy and Cancer Center, Research Laboratory of Tumor Epigenetics and Genomics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, P.R. China
| | - Yanbo Li
- State Key Laboratory of Biotherapy and Cancer Center, Research Laboratory of Tumor Epigenetics and Genomics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, P.R. China
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Junhong Han
- State Key Laboratory of Biotherapy and Cancer Center, Research Laboratory of Tumor Epigenetics and Genomics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, P.R. China.
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7
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Mekala JR, Adusumilli K, Chamarthy S, Angirekula HSR. Novel sights on therapeutic, prognostic, and diagnostics aspects of non-coding RNAs in glioblastoma multiforme. Metab Brain Dis 2023; 38:1801-1829. [PMID: 37249862 PMCID: PMC10227410 DOI: 10.1007/s11011-023-01234-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 05/09/2023] [Indexed: 05/31/2023]
Abstract
Glioblastoma Multiforme (GBM) is the primary brain tumor and accounts for 200,000 deaths each year worldwide. The standard therapy includes surgical resection followed by temozolomide (TMZ)-based chemotherapy and radiotherapy. The survival period of GBM patients is only 12-15 months. Therefore, novel treatment modalities for GBM treatment are urgently needed. Mounting evidence reveals that non-coding RNAs (ncRNAs) were involved in regulating gene expression, the pathophysiology of GBM, and enhancing therapeutic outcomes. The combinatory use of ncRNAs, chemotherapeutic drugs, and tumor suppressor gene expression induction might provide an innovative, alternative therapeutic approach for managing GBM. Studies have highlighted the role of Long non-coding RNAs (lncRNAs) and microRNAs (miRNAs) in prognosis and diagnosis. Dysregulation of ncRNAs is observed in virtually all tumor types, including GBMs. Studies have also indicated the blood-brain barrier (BBB) as a crucial factor that hinders chemotherapy. Although several nanoparticle-mediated drug deliveries were degrading effectively against GBM in vitro conditions. However, the potential to cross the BBB and optimum delivery of oligonucleotide RNA into GBM cells in the brain is currently under intense clinical trials. Despite several advances in molecular pathogenesis, GBM remains resistant to chemo and radiotherapy. Targeted therapies have less clinical benefit due to high genetic heterogeneity and activation of alternative pathways. Thus, identifying GBM-specific prognostic pathways, essential genes, and genomic aberrations provide several potential benefits as subtypes of GBM. Also, these approaches will provide insights into new strategies to overcome the heterogenous nature of GBM, which will eventually lead to successful therapeutic interventions toward precision medicine and precision oncology.
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Affiliation(s)
- Janaki Ramaiah Mekala
- Department of Bio-Technology, Koneru Lakshmaiah Education Foundation (KLEF), Vaddeswaram, Guntur, 522302, Andhra Pradesh, India.
| | - Kowsalya Adusumilli
- Department of Bio-Technology, Koneru Lakshmaiah Education Foundation (KLEF), Vaddeswaram, Guntur, 522302, Andhra Pradesh, India
| | - Sahiti Chamarthy
- Department of Bio-Technology, Koneru Lakshmaiah Education Foundation (KLEF), Vaddeswaram, Guntur, 522302, Andhra Pradesh, India
| | - Hari Sai Ram Angirekula
- Department of Bio-Technology, Koneru Lakshmaiah Education Foundation (KLEF), Vaddeswaram, Guntur, 522302, Andhra Pradesh, India
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8
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Dong C, Dang L, Gao X, Xu R, Zhang H, Zhang X. Systematic Analysis of Tumor Microenvironment Patterns and Oxidative Stress Characteristics of Endometrial Carcinoma Mediated by 5-Methylcytosine Regulators. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:6431164. [PMID: 36187339 PMCID: PMC9519350 DOI: 10.1155/2022/6431164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/17/2022] [Accepted: 08/20/2022] [Indexed: 11/20/2022]
Abstract
As a widely distributed RNA methylation modification, m5C is involved in the regulation of tumorigenesis. Nevertheless, its fundamental process is not clear. This research sought to examine the genetic properties of the 5-methylcytosine (m5C) regulator in endometrial carcinoma, as well as the prognostic significance and impact of m5C regulators on oxidative stress. Therefore, the TCGA-UCEC data set was used to explore the characteristics of 17 RNAm5C-related genes in the transcriptome, genome, and regulatory network. The subtypes of RNAm5C in UCEC were identified based on the expression levels of 17 RNAm5C-related genes. The prognosis of RNAm5C-2 was significantly better than that of RNAm5C-1. Then, we examined the differences (variations) across various subtypes in terms of immune cell infiltration (ICI) as well as the expression of immune-related signal markers. The findings demonstrated that there were distinct variations in the infiltration level of immune cells in each subtype, which may be the reason for the differences in the prognosis of each subtype. In addition, the differentially expressed genes (DEGs) among RNAm5C subtypes of different UCEC tumors were identified, and the DEGs significant for survival were screened. After obtaining 34 prognostic genes, the dimensionality was reduced to construct an RNA methylation score (RS). As per the findings, RS is a more accurate marker for determining the prognosis for patients with endometrial cancer. The RS was used to categorize UCEC tumor samples, and these results led to the formation of high-score and low-score groups. The patients in the group with a high-RNA methylation score exhibited a survival time that was considerably longer in contrast with those in the group with a low-RNA methylation score. The capacity of RS to predict whether or not immunotherapy would be beneficial was explored further. In the group with a high-RNA methylation score, the objective response rate to the anti-PD-L1 therapy was substantially greater compared to that observed in the subgroup with a low-RNA methylation score. Additionally, there were variations across various RS groups in terms of clinical features, tumor mutation burden, and the infiltration level of immune cells. After binary tree analysis and PCR verification of 34 prognostic genes, it is finally found that the six genes of MAGOH3P, TRBJ2_3, YTHDF1P1, RP11_323D18.5, RP11_405M12.2, and ADAM30 are significantly overexpressed in cancer tissues. These genes can be used as potential biomarkers of endometrial cancer and provide data support for precise immunotherapy in UCEC tumors.
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Affiliation(s)
- Chunli Dong
- Department of Anesthesiology and Operation, The Second Affiliated Hospital of Xi'an Jiaotong University, China
| | - Ling Dang
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Xi'an Jiaotong University, China
| | - Xiaocui Gao
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Xi'an Jiaotong University, China
| | - Renyan Xu
- Department of Anesthesiology and Operation, The Second Affiliated Hospital of Xi'an Jiaotong University, China
| | - Hui Zhang
- Department of Anesthesiology and Operation, The Second Affiliated Hospital of Xi'an Jiaotong University, China
| | - Xin Zhang
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Xi'an Jiaotong University, China
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Liu Y, Zhu T, Jiang Y, Bu J, Zhu X, Gu X. The Key Role of RNA Modification in Breast Cancer. Front Cell Dev Biol 2022; 10:885133. [PMID: 35721510 PMCID: PMC9198488 DOI: 10.3389/fcell.2022.885133] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 04/25/2022] [Indexed: 12/09/2022] Open
Abstract
The modulation of the function and expression of epigenetic regulators of RNA modification has gradually become the hotspot of cancer research. Studies have shown that alteration of epigenetic modifications can promote the development and metastasis of breast cancer. This review highlights the progress in characterization of the link between RNA modification and the prognosis, carcinogenesis and treatment of breast cancer, which may provide a new theoretical basis for development of effective strategies for monitoring of breast cancer based on epigenetics.
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10
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Role of main RNA modifications in cancer: N 6-methyladenosine, 5-methylcytosine, and pseudouridine. Signal Transduct Target Ther 2022; 7:142. [PMID: 35484099 PMCID: PMC9051163 DOI: 10.1038/s41392-022-01003-0] [Citation(s) in RCA: 97] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 04/12/2022] [Accepted: 04/14/2022] [Indexed: 12/16/2022] Open
Abstract
Cancer is one of the major diseases threatening human life and health worldwide. Epigenetic modification refers to heritable changes in the genetic material without any changes in the nucleic acid sequence and results in heritable phenotypic changes. Epigenetic modifications regulate many biological processes, such as growth, aging, and various diseases, including cancer. With the advancement of next-generation sequencing technology, the role of RNA modifications in cancer progression has become increasingly prominent and is a hot spot in scientific research. This review studied several common RNA modifications, such as N6-methyladenosine, 5-methylcytosine, and pseudouridine. The deposition and roles of these modifications in coding and noncoding RNAs are summarized in detail. Based on the RNA modification background, this review summarized the expression, function, and underlying molecular mechanism of these modifications and their regulators in cancer and further discussed the role of some existing small-molecule inhibitors. More in-depth studies on RNA modification and cancer are needed to broaden the understanding of epigenetics and cancer diagnosis, treatment, and prognosis.
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11
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Motorin Y, Helm M. RNA nucleotide methylation: 2021 update. WILEY INTERDISCIPLINARY REVIEWS. RNA 2022; 13:e1691. [PMID: 34913259 DOI: 10.1002/wrna.1691] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 07/22/2021] [Accepted: 07/22/2021] [Indexed: 12/14/2022]
Abstract
Among RNA modifications, transfer of methylgroups from the typical cofactor S-adenosyl-l-methionine by methyltransferases (MTases) to RNA is by far the most common reaction. Since our last review about a decade ago, the field has witnessed the re-emergence of mRNA methylation as an important mechanism in gene regulation. Attention has then spread to many other RNA species; all being included into the newly coined concept of the "epitranscriptome." The focus moved from prokaryotes and single cell eukaryotes as model organisms to higher eukaryotes, in particular to mammals. The perception of the field has dramatically changed over the past decade. A previous lack of phenotypes in knockouts in single cell organisms has been replaced by the apparition of MTases in numerous disease models and clinical investigations. Major driving forces of the field include methylation mapping techniques, as well as the characterization of the various MTases, termed "writers." The latter term has spilled over from DNA modification in the neighboring epigenetics field, along with the designations "readers," applied to mediators of biological effects upon specific binding to a methylated RNA. Furthermore "eraser" enzymes effect the newly discovered oxidative removal of methylgroups. A sense of reversibility and dynamics has replaced the older perception of RNA modification as a concrete-cast, irreversible part of RNA maturation. A related concept concerns incompletely methylated residues, which, through permutation of each site, lead to inhomogeneous populations of numerous modivariants. This review recapitulates the major developments of the past decade outlined above, and attempts a prediction of upcoming trends. This article is categorized under: RNA Processing > RNA Editing and Modification.
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Affiliation(s)
- Yuri Motorin
- Université de Lorraine, CNRS, INSERM, UMS2008/US40 IBSLor, EpiRNA-Seq Core Facility, Nancy, France.,Université de Lorraine, CNRS, UMR7365 IMoPA, Nancy, France
| | - Mark Helm
- Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg-Universität, Mainz, Germany
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Gao Y, Fang J. RNA 5-methylcytosine modification and its emerging role as an epitranscriptomic mark. RNA Biol 2021; 18:117-127. [PMID: 34288807 DOI: 10.1080/15476286.2021.1950993] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
5-methylcytosine (m5C) is identified as an abundant and conserved modification in various RNAs, including tRNAs, mRNAs, rRNAs, and other non-coding RNAs. The application of high-throughput sequencing and mass spectrometry allowed for the detection of m5C at a single-nucleotide resolution and at a global abundance separately; this contributes to a better understanding of m5C modification and its biological functions. m5C modification plays critical roles in diverse aspects of RNA processing, including tRNA stability, rRNA assembly, and mRNA translation. Notably, altered m5C modifications and mutated RNA m5C methyltransferases are associated with diverse pathological processes, such as nervous system disorders and cancers. This review may provide new sights of molecular mechanism and functional importance of m5C modification.
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Affiliation(s)
- Yaqi Gao
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jingyuan Fang
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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Willbanks A, Wood S, Cheng JX. RNA Epigenetics: Fine-Tuning Chromatin Plasticity and Transcriptional Regulation, and the Implications in Human Diseases. Genes (Basel) 2021; 12:genes12050627. [PMID: 33922187 PMCID: PMC8145807 DOI: 10.3390/genes12050627] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/13/2021] [Accepted: 04/14/2021] [Indexed: 02/08/2023] Open
Abstract
Chromatin structure plays an essential role in eukaryotic gene expression and cell identity. Traditionally, DNA and histone modifications have been the focus of chromatin regulation; however, recent molecular and imaging studies have revealed an intimate connection between RNA epigenetics and chromatin structure. Accumulating evidence suggests that RNA serves as the interplay between chromatin and the transcription and splicing machineries within the cell. Additionally, epigenetic modifications of nascent RNAs fine-tune these interactions to regulate gene expression at the co- and post-transcriptional levels in normal cell development and human diseases. This review will provide an overview of recent advances in the emerging field of RNA epigenetics, specifically the role of RNA modifications and RNA modifying proteins in chromatin remodeling, transcription activation and RNA processing, as well as translational implications in human diseases.
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Zhang M, Song J, Yuan W, Zhang W, Sun Z. Roles of RNA Methylation on Tumor Immunity and Clinical Implications. Front Immunol 2021; 12:641507. [PMID: 33777035 PMCID: PMC7987906 DOI: 10.3389/fimmu.2021.641507] [Citation(s) in RCA: 84] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 02/15/2021] [Indexed: 12/22/2022] Open
Abstract
RNA methylation is a kind of RNA modification that exists widely in eukaryotes and prokaryotes. RNA methylation occurs not only in mRNA but also in ncRNA. According to the different sites of methylation, RNA methylation includes m6A, m5C, m7G, and 2-O-methylation modifications. Modifications affect the splicing, nucleation, stability and immunogenicity of RNA. RNA methylation is involved in many physiological and pathological processes. In the immune system, especially for tumor immunity, RNA methylation affects the maturation and response function of immune cells. Through the influence of RNA immunogenicity and innate immune components, modifications regulate the innate immunity of the body. Some recent studies verified that RNA methylation can regulate tumor immunity, which also provides a new idea for the future of treating immunological diseases and tumor immunotherapy.
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Affiliation(s)
- Maorun Zhang
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Junmin Song
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weitang Yuan
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Wei Zhang
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhenqiang Sun
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
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Analysis of RNA Modifications by Second- and Third-Generation Deep Sequencing: 2020 Update. Genes (Basel) 2021; 12:genes12020278. [PMID: 33669207 PMCID: PMC7919787 DOI: 10.3390/genes12020278] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 02/11/2021] [Accepted: 02/12/2021] [Indexed: 12/14/2022] Open
Abstract
The precise mapping and quantification of the numerous RNA modifications that are present in tRNAs, rRNAs, ncRNAs/miRNAs, and mRNAs remain a major challenge and a top priority of the epitranscriptomics field. After the keystone discoveries of massive m6A methylation in mRNAs, dozens of deep sequencing-based methods and protocols were proposed for the analysis of various RNA modifications, allowing us to considerably extend the list of detectable modified residues. Many of the currently used methods rely on the particular reverse transcription signatures left by RNA modifications in cDNA; these signatures may be naturally present or induced by an appropriate enzymatic or chemical treatment. The newest approaches also include labeling at RNA abasic sites that result from the selective removal of RNA modification or the enhanced cleavage of the RNA ribose-phosphate chain (perhaps also protection from cleavage), followed by specific adapter ligation. Classical affinity/immunoprecipitation-based protocols use either antibodies against modified RNA bases or proteins/enzymes, recognizing RNA modifications. In this survey, we review the most recent achievements in this highly dynamic field, including promising attempts to map RNA modifications by the direct single-molecule sequencing of RNA by nanopores.
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Sánchez-Vásquez E, Alata Jimenez N, Vázquez NA, Strobl-Mazzulla PH. Emerging role of dynamic RNA modifications during animal development. Mech Dev 2018; 154:24-32. [PMID: 29654887 DOI: 10.1016/j.mod.2018.04.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 04/07/2018] [Accepted: 04/07/2018] [Indexed: 01/09/2023]
Abstract
The central dogma of molecular biology statically says that the information flows from DNA to messenger RNA to protein. But the recent advances in mass spectrometry and high throughput technology have helped the scientists to view RNA as little more than a courier of genetic information encoded in the DNA. The dynamics of RNA modifications in coding and non-coding RNAs are just emerging as a carrier of non-genetic information, uncovering a new layer of complexity in the regulation of gene expression and protein translation. In this review, we summarize about the current knowledge of N6-methyladenosine (m6A), N1-methyladenosine (m1A), 5-methylcytosine (m5C) and pseudouridine (Ψ) modifications in RNA, and described how these RNA modifications are implicated in early animal development and in several human diseases.
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Affiliation(s)
- Estefanía Sánchez-Vásquez
- Laboratory of Developmental Biology, Instituto de Investigaciones Biotecnológicas- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Int. Marino 8200, Chascomús 7130, Argentina
| | - Nagif Alata Jimenez
- Laboratory of Developmental Biology, Instituto de Investigaciones Biotecnológicas- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Int. Marino 8200, Chascomús 7130, Argentina
| | - Nicolás A Vázquez
- Laboratory of Developmental Biology, Instituto de Investigaciones Biotecnológicas- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Int. Marino 8200, Chascomús 7130, Argentina
| | - Pablo H Strobl-Mazzulla
- Laboratory of Developmental Biology, Instituto de Investigaciones Biotecnológicas- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Int. Marino 8200, Chascomús 7130, Argentina.
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Metabolic Reprogramming and the Recovery of Physiological Functionality in 3D Cultures in Micro-Bioreactors. Bioengineering (Basel) 2018. [PMID: 29518979 PMCID: PMC5874888 DOI: 10.3390/bioengineering5010022] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The recovery of physiological functionality, which is commonly seen in tissue mimetic three-dimensional (3D) cellular aggregates (organoids, spheroids, acini, etc.), has been observed in cells of many origins (primary tissues, embryonic stem cells (ESCs), induced pluripotent stem cells (iPSCs), and immortal cell lines). This plurality and plasticity suggest that probably several basic principles promote this recovery process. The aim of this study was to identify these basic principles and describe how they are regulated so that they can be taken in consideration when micro-bioreactors are designed. Here, we provide evidence that one of these basic principles is hypoxia, which is a natural consequence of multicellular structures grown in microgravity cultures. Hypoxia drives a partial metabolic reprogramming to aerobic glycolysis and an increased anabolic synthesis. A second principle is the activation of cytoplasmic glutaminolysis for lipogenesis. Glutaminolysis is activated in the presence of hypo- or normo-glycaemic conditions and in turn is geared to the hexosamine pathway. The reducing power needed is produced in the pentose phosphate pathway, a prime function of glucose metabolism. Cytoskeletal reconstruction, histone modification, and the recovery of the physiological phenotype can all be traced to adaptive changes in the underlying cellular metabolism. These changes are coordinated by mTOR/Akt, p53 and non-canonical Wnt signaling pathways, while myc and NF-kB appear to be relatively inactive. Partial metabolic reprogramming to aerobic glycolysis, originally described by Warburg, is independent of the cell’s rate of proliferation, but is interwoven with the cells abilities to execute advanced functionality needed for replicating the tissues physiological performance.
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Landmarks in the Evolution of (t)-RNAs from the Origin of Life up to Their Present Role in Human Cognition. Life (Basel) 2015; 6:life6010001. [PMID: 26703740 PMCID: PMC4810232 DOI: 10.3390/life6010001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 12/07/2015] [Accepted: 12/15/2015] [Indexed: 01/28/2023] Open
Abstract
How could modern life have evolved? The answer to that question still remains unclear. However, evidence is growing that, since the origin of life, RNA could have played an important role throughout evolution, right up to the development of complex organisms and even highly sophisticated features such as human cognition. RNA mediated RNA-aminoacylation can be seen as a first landmark on the path from the RNA world to modern DNA- and protein-based life. Likewise, the generation of the RNA modifications that can be found in various RNA species today may already have started in the RNA world, where such modifications most likely entailed functional advantages. This association of modification patterns with functional features was apparently maintained throughout the further course of evolution, and particularly tRNAs can now be seen as paradigms for the developing interdependence between structure, modification and function. It is in this spirit that this review highlights important stepping stones of the development of (t)RNAs and their modifications (including aminoacylation) from the ancient RNA world up until their present role in the development and maintenance of human cognition. The latter can be seen as a high point of evolution at its present stage, and the susceptibility of cognitive features to even small alterations in the proper structure and functioning of tRNAs underscores the evolutionary relevance of this RNA species.
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Abstract
Cells have developed molecular machineries, which can chemically modify DNA and RNA nucleosides. One particular and chemically simple modification, (cytosine-5) methylation (m(5)C), has been detected both in RNA and DNA suggesting universal use of m(5)C for the function of these nucleotide polymers. m(5)C can be reproducibly mapped to abundant noncoding RNAs (transfer RNA, tRNA and ribosomal RNA, rRNA), and recently, also nonabundant RNAs (including mRNAs) have been reported to carry this modification. Quantification of m(5)C content in total RNA preparations indicates that a limited number of RNAs carry this modification and suggests specific functions for (cytosine-5) RNA methylation. What exactly is the biological function of m(5)C in RNA? Before attempting to address this question, m(5)C needs to be mapped specifically and reproducibly, preferably on a transcriptome-wide scale. To facilitate the detection of m(5)C in its sequence context, RNA bisulfite sequencing (RNA-BisSeq) has been developed. This method relies on the efficient chemical deamination of nonmethylated cytosine, which can be read out as single nucleotide polymorphism (nonmethylated cytosine as thymine vs. methylated cytosine as cytosine), when differentially comparing cDNA libraries to reference sequences after DNA sequencing. Here, the basic protocol of RNA-BisSeq, its current applications and limitations are described.
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Affiliation(s)
- Matthias Schaefer
- Vienna Biocenter, Max F. Perutz Laboratories, Department of Biochemistry and Cell Biology, Universität Wien, Vienna, Austria.
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