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Fang X, Lu Z, Wang Y, Zhao R, Mo J, Yang W, Sun M, Zhou X, Weng X. Exonuclease-assisted enrichment and base resolution analysis of pseudouridine in single-stranded RNA. Chem Sci 2024:d4sc03576c. [PMID: 39479159 PMCID: PMC11515940 DOI: 10.1039/d4sc03576c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 10/20/2024] [Indexed: 11/02/2024] Open
Abstract
Pseudouridine (Ψ) is one of the most abundant RNA modifications, playing crucial roles in various biological processes. Identifying Ψ sites is vital for understanding their functions. In this study, we proposed a novel method for identifying Ψ sites with an improved signal-to-noise ratio. This method, called RNA exonuclease-assisted identification of pseudouridine sites (RIPS), combines specific CMC-labeling of Ψ sites with an exonuclease-assisted digestion strategy for the detection of Ψ sites. Utilizing exonuclease XRN1 to digest RNA strands not labeled by CMC, RIPS significantly reduces the background signal from unlabeled strands and enhances the positive signal of Ψ sites labeled by CMC, which terminates exonuclease digestion. As a result, we can enrich Ψ sites and identify them at single-base resolution. Considering the unique functions of single-stranded RNA (ssRNA), we employed RIPS to distinguish Ψ sites in single-stranded and double-stranded regions of RNA. Our results indicated that CMC could specifically label Ψ sites in ssRNA under natural conditions, enabling RIPS to selectively identify Ψ sites in ssRNA, which may facilitate the study on the functions of Ψ sites.
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Affiliation(s)
- Xin Fang
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
| | - Ziang Lu
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
| | - Yafen Wang
- School of Public Health, Wuhan University Wuhan Hubei 430071 P. R. China
| | - Ruiqi Zhao
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University Wuhan Hubei 430071 P. R. China
| | - Jing Mo
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
| | - Wei Yang
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
| | - Mei Sun
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
| | - Xiang Zhou
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
- TaiKang Center for Life and Medical Sciences, Wuhan University Wuhan Hubei 430071 P. R. China
| | - Xiaocheng Weng
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University Wuhan Hubei 430072 P. R. China
- TaiKang Center for Life and Medical Sciences, Wuhan University Wuhan Hubei 430071 P. R. China
- Department of Otorhinolaryngology-Head and Neck Surgery, Zhongnan Hospital of Wuhan University Wuhan Hubei P. R. China
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2
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Fang X, Zhao R, Wang Y, Sun M, Xu J, Long S, Mo J, Liu H, Li X, Wang F, Zhou X, Weng X. A bisulfite-assisted and ligation-based qPCR amplification technology for locus-specific pseudouridine detection at base resolution. Nucleic Acids Res 2024; 52:e49. [PMID: 38709875 PMCID: PMC11162771 DOI: 10.1093/nar/gkae344] [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: 08/25/2023] [Revised: 03/09/2024] [Accepted: 04/19/2024] [Indexed: 05/08/2024] Open
Abstract
Over 150 types of chemical modifications have been identified in RNA to date, with pseudouridine (Ψ) being one of the most prevalent modifications in RNA. Ψ plays vital roles in various biological processes, and precise, base-resolution detection methods are fundamental for deep analysis of its distribution and function. In this study, we introduced a novel base-resolution Ψ detection method named pseU-TRACE. pseU-TRACE relied on the fact that RNA containing Ψ underwent a base deletion after treatment of bisulfite (BS) during reverse transcription, which enabled efficient ligation of two probes complementary to the cDNA sequence on either side of the Ψ site and successful amplification in subsequent real-time quantitative PCR (qPCR), thereby achieving selective and accurate Ψ detection. Our method accurately and sensitively detected several known Ψ sites in 28S, 18S, 5.8S, and even mRNA. Moreover, pseU-TRACE could be employed to measure the Ψ fraction in RNA and explore the Ψ metabolism of different pseudouridine synthases (PUSs), providing valuable insights into the function of Ψ. Overall, pseU-TRACE represents a reliable, time-efficient and sensitive Ψ detection method.
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Affiliation(s)
- Xin Fang
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University, Wuhan, Hubei 430072, P. R. China
| | - Ruiqi Zhao
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Yafen Wang
- School of Public Health, Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Mei Sun
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University, Wuhan, Hubei 430072, P. R. China
| | - Jin Xu
- Medical Research Institute, Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Shengrong Long
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Jing Mo
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University, Wuhan, Hubei 430072, P. R. China
| | - Hudan Liu
- Medical Research Institute, Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Xiang Li
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Fang Wang
- Wuhan University School of Pharmaceutical Sciences, Wuhan 430071, China
| | - Xiang Zhou
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University, Wuhan, Hubei 430072, P. R. China
- Wuhan TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, Hubei 430071, P. R. China
| | - Xiaocheng Weng
- College of Chemistry and Molecular Sciences, Key Laboratory of Biomedical Polymers-Ministry of Education, Wuhan University, Wuhan, Hubei 430072, P. R. China
- Wuhan TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, Hubei 430071, P. R. China
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3
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Niu Y, Liu L. RNA pseudouridine modification in plants. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:6431-6447. [PMID: 37581601 DOI: 10.1093/jxb/erad323] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 08/11/2023] [Indexed: 08/16/2023]
Abstract
Pseudouridine is one of the well-known chemical modifications in various RNA species. Current advances to detect pseudouridine show that the pseudouridine landscape is dynamic and affects multiple cellular processes. Although our understanding of this post-transcriptional modification mainly depends on yeast and human models, the recent findings provide strong evidence for the critical role of pseudouridine in plants. Here, we review the current knowledge of pseudouridine in plant RNAs, including its synthesis, degradation, regulatory mechanisms, and functions. Moreover, we propose future areas of research on pseudouridine modification in plants.
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Affiliation(s)
- Yanli Niu
- Laboratory of Cell Signal Transduction, School of Basic Medical Sciences, Henan University, Kaifeng 475001, China
| | - Lingyun Liu
- State Key Laboratory of Crop Stress Adaptation and Improvement, State Key Laboratory of Cotton Biology, School of Life Sciences, Henan University, Kaifeng 475001, China
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4
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Xiong Q, Zhang Y. Small RNA modifications: regulatory molecules and potential applications. J Hematol Oncol 2023; 16:64. [PMID: 37349851 PMCID: PMC10286502 DOI: 10.1186/s13045-023-01466-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 06/14/2023] [Indexed: 06/24/2023] Open
Abstract
Small RNAs (also referred to as small noncoding RNAs, sncRNA) are defined as polymeric ribonucleic acid molecules that are less than 200 nucleotides in length and serve a variety of essential functions within cells. Small RNA species include microRNA (miRNA), PIWI-interacting RNA (piRNA), small interfering RNA (siRNA), tRNA-derived small RNA (tsRNA), etc. Current evidence suggest that small RNAs can also have diverse modifications to their nucleotide composition that affect their stability as well as their capacity for nuclear export, and these modifications are relevant to their capacity to drive molecular signaling processes relevant to biogenesis, cell proliferation and differentiation. In this review, we highlight the molecular characteristics and cellular functions of small RNA and their modifications, as well as current techniques for their reliable detection. We also discuss how small RNA modifications may be relevant to the clinical applications for the diagnosis and treatment of human health conditions such as cancer.
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Affiliation(s)
- Qunli Xiong
- State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics and Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
- Abdominal Oncology Ward, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yaguang Zhang
- State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics and Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China.
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Prall W, Ganguly DR, Gregory BD. The covalent nucleotide modifications within plant mRNAs: What we know, how we find them, and what should be done in the future. THE PLANT CELL 2023; 35:1801-1816. [PMID: 36794718 PMCID: PMC10226571 DOI: 10.1093/plcell/koad044] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/16/2022] [Accepted: 01/09/2023] [Indexed: 05/30/2023]
Abstract
Although covalent nucleotide modifications were first identified on the bases of transfer RNAs (tRNAs) and ribosomal RNAs (rRNAs), a number of these epitranscriptome marks have also been found to occur on the bases of messenger RNAs (mRNAs). These covalent mRNA features have been demonstrated to have various and significant effects on the processing (e.g. splicing, polyadenylation, etc.) and functionality (e.g. translation, transport, etc.) of these protein-encoding molecules. Here, we focus our attention on the current understanding of the collection of covalent nucleotide modifications known to occur on mRNAs in plants, how they are detected and studied, and the most outstanding future questions of each of these important epitranscriptomic regulatory signals.
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Affiliation(s)
- Wil Prall
- Department of Biology, University of Pennsylvania, School of Arts and Sciences, 433 S. University Ave., Philadelphia, PA 19104, USA
| | - Diep R Ganguly
- Department of Biology, University of Pennsylvania, School of Arts and Sciences, 433 S. University Ave., Philadelphia, PA 19104, USA
| | - Brian D Gregory
- Department of Biology, University of Pennsylvania, School of Arts and Sciences, 433 S. University Ave., Philadelphia, PA 19104, USA
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Song W, Podicheti R, Rusch DB, Tracey WD. Transcriptome-wide analysis of pseudouridylation in Drosophila melanogaster. G3 (BETHESDA, MD.) 2023; 13:jkac333. [PMID: 36534986 PMCID: PMC9997552 DOI: 10.1093/g3journal/jkac333] [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: 10/03/2022] [Revised: 12/10/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
Pseudouridine (Psi) is one of the most frequent post-transcriptional modification of RNA. Enzymatic Psi modification occurs on rRNA, snRNA, snoRNA, tRNA, and non-coding RNA and has recently been discovered on mRNA. Transcriptome-wide detection of Psi (Psi-seq) has yet to be performed for the widely studied model organism Drosophila melanogaster. Here, we optimized Psi-seq analysis for this species and have identified thousands of Psi modifications throughout the female fly head transcriptome. We find that Psi is widespread on both cellular and mitochondrial rRNAs. In addition, more than a thousand Psi sites were found on mRNAs. When pseudouridylated, mRNAs frequently had many Psi sites. Many mRNA Psi sites are present in genes encoding for ribosomal proteins, and many are found in mitochondrial encoded RNAs, further implicating the importance of pseudouridylation for ribosome and mitochondrial function. The 7SLRNA of the signal recognition particle is the non-coding RNA most enriched for Psi. The 3 mRNAs most enriched for Psi encode highly expressed yolk proteins (Yp1, Yp2, and Yp3). By comparing the pseudouridine profiles in the RluA-2 mutant and the w1118 control genotype, we identified Psi sites that were missing in the mutant RNA as potential RluA-2 targets. Finally, differential gene expression analysis of the mutant transcriptome indicates a major impact of loss of RluA-2 on the ribosome and translational machinery.
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Affiliation(s)
- Wan Song
- Gill Center for Biomolecular Research, Indiana University, Bloomington, IN 47405, USA
- Department of Biology, Indiana University, Bloomington, IN 47405, USA
| | - Ram Podicheti
- Center for Genomics and Bioinformatics, Indiana University, Bloomington, IN 47405, USA
| | - Douglas B Rusch
- Center for Genomics and Bioinformatics, Indiana University, Bloomington, IN 47405, USA
| | - William Daniel Tracey
- Gill Center for Biomolecular Research, Indiana University, Bloomington, IN 47405, USA
- Department of Biology, Indiana University, Bloomington, IN 47405, USA
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Wang Y, Liu T, Xiao W, Bai Y, Yue D, Feng L. Ox-LDL induced profound changes of small non-coding RNA in rat endothelial cells. Front Cardiovasc Med 2023; 10:1060719. [PMID: 36824457 PMCID: PMC9941181 DOI: 10.3389/fcvm.2023.1060719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/13/2023] [Indexed: 02/10/2023] Open
Abstract
Introduction Atherosclerosis (AS) is a common cardiovascular disease with a high incidence rate and mortality. Endothelial cell injury and dysfunction are early markers of AS. Oxidative low-density lipoprotein (Ox-LDL) is a key risk factor for the development of AS. Ox-LDL promotes endothelial cell apoptosis and induces inflammation and oxidative stress in endothelial cells. Small non-coding RNAs (sncRNAs) mainly include Piwi-interacting RNAs (piRNAs), small nucleolar RNAs (snoRNAs), small nuclear RNAs (snRNAs), microRNAs (miRNAs) and repeat-associated RNAs. Studies have shown that small non-coding RNAs play an increasingly important role in diseases. Methods We used ox-LDL to treat rat endothelial cells to simulate endothelial cell injury. The expression changes of sncRNA were analyzed by small RNA high-throughput sequencing, and the expression changes of piRNA, snoRNA, snRNA, miRNA and repeat-associated RNA were verified by quantitative polymerase chain reaction (qPCR). Results Small RNA sequencing showed that 42 piRNAs were upregulated and 38 piRNAs were downregulated in endothelial cells treated with ox-LDL. PiRNA DQ614630 promoted the apoptosis of endothelial cells. The snoRNA analysis results showed that 80 snoRNAs were upregulated and 68 snoRNAs were downregulated in endothelial cells with ox-LDL treatment, and snoRNA ENSRNOT00000079032.1 inhibited the apoptosis of endothelial cells. For snRNA, we found that 20 snRNAs were upregulated and 26 snRNAs were downregulated in endothelial cells with ox-LDL treatment, and snRNA ENSRNOT00000081005.1 increased the apoptosis of endothelial cells. Analysis of miRNAs indicated that 106 miRNAs were upregulated and 91 miRNAs were downregulated in endothelial cells with ox-LDL treatment, and miRNA rno-novel-136-mature promoted the apoptosis of endothelial cells. The repeat RNA analysis results showed that 4 repeat RNAs were upregulated and 6 repeat RNAs were downregulated in endothelial cells treated with ox-LDL. Discussion This study first reported the expression changes of sncRNAs in endothelial cells with ox-LDL treatment, which provided new markers for the diagnosis and treatment of endothelial cell injury.
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Affiliation(s)
| | | | - Wenying Xiao
- Department of Cardiology, Shidong Hospital, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, China
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A new quantitative method for pseudouridine and uridine in human serum and its clinical application in acute myeloid leukemia. J Pharm Biomed Anal 2022; 219:114934. [PMID: 35839582 DOI: 10.1016/j.jpba.2022.114934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 07/04/2022] [Accepted: 07/06/2022] [Indexed: 11/21/2022]
Abstract
Pseudouridine, a C-C glycosidic isomer of uridine, is derived from uridine via isomerization, and pseudouridylation is the most common post-transcriptional modification. Our previous study shows pseudouridine may serve an important role in acute myeloid leukemia (AML). The clinical value of pseudouridine and uridine is hampered by the lack of a quantitative methods with high sensitivity, specificity, and stability. Here, we established a supercritical fluid chromatography-tandem triple quadrupole mass spectrometry (SFC-TQ-MS)-based method to quantitate serum pseudouridine and uridine simultaneously. The procedure involves protein precipitation of sample, extraction with solid phase extraction (SPE) plate, 5-min SFC separation by applying gradient elution on a Acquity UPC2 Torus DIOL column, and analysis by TQ-MS using well-characterized calibration standards. After validation, the method was used to measure pseudouridine and uridine concentrations in 143 serum samples from healthy controls (HCs) and AML patients to evaluate their prognostic potential. The successfully validated assay had a linear range of 5-5000 ng/mL, accuracies between 97 % and 102 %, and intra- and inter-assay imprecision <10 %. Compared to HCs, pseudouridine was raised significantly, while uridine was curtailed severely in patients with AML. With a median concentration of 671.4 ng/mL as the prognostic cut-off value, high level pseudouridine independently predicted poor survival of AML patients. Quantification of serum pseudouridine and uridine by SFC-TQ-MS provides an analytically sensitive and reproducible method for clinical diagnosis, and high concentration of pseudouridine is an independent prognostic factor for patients with AML.
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Liu H, Wang Y, Zhou X. Labeling and sequencing nucleic acid modifications using bio-orthogonal tools. RSC Chem Biol 2022; 3:994-1007. [PMID: 35975003 PMCID: PMC9347354 DOI: 10.1039/d2cb00087c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 06/20/2022] [Indexed: 11/25/2022] Open
Abstract
The bio-orthogonal reaction is a type of reaction that can occur within a cell without interfering with the active components of the cell. Bio-orthogonal reaction techniques have been used to label and track the synthesis, metabolism, and interactions of distinct biomacromolecules in cells. Thus, it is a handy tool for analyzing biological macromolecules within cells. Nucleic acid modifications are widely distributed in DNA and RNA in cells and play a critical role in regulating physiological and pathological cellular activities. Utilizing bio-orthogonal tools to study modified bases is a critical and worthwhile research direction. The development of bio-orthogonal reactions focusing on nucleic acid modifications has enabled the mapping of nucleic acid modifications in DNA and RNA. This review discusses the recent advances in bio-orthogonal labeling and sequencing nucleic acid modifications in DNA and RNA. Labeling nucleic acid modifications using bio-orthogonal tools, then sequencing and imaging the labeled modifications in DNA and RNA.![]()
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Affiliation(s)
- Hui Liu
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, China
| | - Yafen Wang
- School of Public Health, Wuhan University, Wuhan 430071, China
| | - Xiang Zhou
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, China
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10
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Issah MA, Wu D, Zhang F, Zheng W, Liu Y, Fu H, Zhou H, Chen R, Shen J. Epigenetic modifications in acute myeloid leukemia: The emerging role of circular RNAs (Review). Int J Oncol 2021; 59:107. [PMID: 34792180 PMCID: PMC8651224 DOI: 10.3892/ijo.2021.5287] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 09/13/2021] [Indexed: 11/06/2022] Open
Abstract
Canonical epigenetic modifications, which include histone modification, chromatin remodeling and DNA methylation, play key roles in numerous cellular processes. Epigenetics underlies how cells that posses DNA with similar sequences develop into different cell types with different functions in an organism. Earlier epigenetic research has primarily been focused at the chromatin level. However, the number of studies on epigenetic modifications of RNA, such as N1‑methyladenosine, 2'‑O‑ribosemethylation, inosine, 5‑methylcytidine, N6‑methyladenosine (m6A) and pseudouridine, has seen an increase. Circular RNAs (circRNAs), a type of RNA species that lacks a 5' cap or 3' poly(A) tail, are abundantly expressed in acute myeloid leukemia (AML) and may regulate disease progression. circRNAs possess various functions, including microRNA sponging, gene transcription regulation and RNA‑binding protein interaction. Furthermore, circRNAs are m6A methylated in other types of cancer, such as colorectal and hypopharyngeal squamous cell cancers. Therefore, the critical roles of circRNA epigenetic modifications, particularly m6A, and their possible involvement in AML are discussed in the present review. Epigenetic modification of circRNAs may become a diagnostic and therapeutic target for AML in the future.
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Affiliation(s)
- Mohammed Awal Issah
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Dansen Wu
- Medical Intensive Care Unit, Fujian Provincial Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Feng Zhang
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Weili Zheng
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Yanquan Liu
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Haiying Fu
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Huarong Zhou
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Rong Chen
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Jianzhen Shen
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
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He X, Zhang S, Zhang Y, Lei Z, Jiang T, Zeng J. Characterizing RNA Pseudouridylation by Convolutional Neural Networks. GENOMICS, PROTEOMICS & BIOINFORMATICS 2021; 19:815-833. [PMID: 33631424 PMCID: PMC9170758 DOI: 10.1016/j.gpb.2019.11.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 09/15/2019] [Accepted: 11/13/2019] [Indexed: 12/12/2022]
Abstract
Pseudouridine (Ψ) is the most prevalent post-transcriptional RNA modification and is widespread in small cellular RNAs and mRNAs. However, the functions, mechanisms, and precise distribution of Ψs (especially in mRNAs) still remain largely unclear. The landscape of Ψs across the transcriptome has not yet been fully delineated. Here, we present a highly effective model based on a convolutional neural network (CNN), called PseudoUridyLation Site Estimator (PULSE), to analyze large-scale profiling data of Ψ sites and characterize the contextual sequence features of pseudouridylation. PULSE, consisting of two alternatively-stacked convolution and pooling layers followed by a fully-connected neural network, can automatically learn the hidden patterns of pseudouridylation from the local sequence information. Extensive validation tests demonstrated that PULSE can outperform other state-of-the-art prediction methods and achieve high prediction accuracy, thus enabling us to further characterize the transcriptome-wide landscape of Ψ sites. We further showed that the prediction results derived from PULSE can provide novel insights into understanding the functional roles of pseudouridylation, such as the regulations of RNA secondary structure, codon usage, translation, and RNA stability, and the connection to single nucleotide variants. The source code and final model for PULSE are available at https://github.com/mlcb-thu/PULSE.
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Affiliation(s)
- Xuan He
- Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing 100084, China
| | - Sai Zhang
- Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing 100084, China
| | - Yanqing Zhang
- Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing 100084, China
| | - Zhixin Lei
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China; Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Tao Jiang
- Department of Computer Science and Engineering, University of California, Riverside, CA 92521, USA; MOE Key Lab of Bioinformatics and Bioinformatics Division, BNRIST/Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China; Institute of Integrative Genome Biology, University of California, Riverside, CA 92521, USA
| | - Jianyang Zeng
- Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing 100084, China; MOE Key Laboratory of Bioinformatics, Tsinghua University, Beijing 100084, China.
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12
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Monajemi H, M. Zain S. How stop codon pseudouridylation induces nonsense suppression. COMPUT THEOR CHEM 2021. [DOI: 10.1016/j.comptc.2021.113414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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13
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Morais P, Adachi H, Yu YT. Spliceosomal snRNA Epitranscriptomics. Front Genet 2021; 12:652129. [PMID: 33737950 PMCID: PMC7960923 DOI: 10.3389/fgene.2021.652129] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 02/08/2021] [Indexed: 12/15/2022] Open
Abstract
Small nuclear RNAs (snRNAs) are critical components of the spliceosome that catalyze the splicing of pre-mRNA. snRNAs are each complexed with many proteins to form RNA-protein complexes, termed as small nuclear ribonucleoproteins (snRNPs), in the cell nucleus. snRNPs participate in pre-mRNA splicing by recognizing the critical sequence elements present in the introns, thereby forming active spliceosomes. The recognition is achieved primarily by base-pairing interactions (or nucleotide-nucleotide contact) between snRNAs and pre-mRNA. Notably, snRNAs are extensively modified with different RNA modifications, which confer unique properties to the RNAs. Here, we review the current knowledge of the mechanisms and functions of snRNA modifications and their biological relevance in the splicing process.
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Affiliation(s)
| | - Hironori Adachi
- Department of Biochemistry and Biophysics, Center for RNA Biology, University of Rochester Medical Center, Rochester, NY, United States
| | - Yi-Tao Yu
- Department of Biochemistry and Biophysics, Center for RNA Biology, University of Rochester Medical Center, Rochester, NY, United States
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14
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Naseer MI, Abdulkareem AA, Jan MM, Chaudhary AG, Alharazy S, AlQahtani MH. Next generation sequencing reveals novel homozygous frameshift in PUS7 and splice acceptor variants in AASS gene leading to intellectual disability, developmental delay, dysmorphic feature and microcephaly. Saudi J Biol Sci 2020; 27:3125-3131. [PMID: 33100873 PMCID: PMC7569139 DOI: 10.1016/j.sjbs.2020.09.033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 08/30/2020] [Accepted: 09/15/2020] [Indexed: 12/25/2022] Open
Abstract
Intellectual developmental disorder with abnormal behavior, microcephaly and short stature (IDDABS), (OMIM# 618342) is an autosomal recessive condition described as developmental delay, poor or absent speech, intellectual disability, short stature, mild to progressive microcephaly, delayed psychomotor development, hyperactivity, seizure, along with mild to swear aggressive behavior. Homozygous frameshift mutation in Pseudouridine Synthase 7, Putative; (PUS7) OMIM# 616,261 NM_019042.3 and splice acceptor variants in Alpha-Aminoadipic Semialdehyde Synthase; (AASS) OMIM# 605,113 NM_005763.3 was funded. Whole exome sequencing (WES) technique was used as tool to identify the molecular diagnostic test. Different bioinformatics analysis done for WES data and we identified two novel mutations one as frameshift mutation c.606_607delGA, p.Ser282CysfsTer9 in the PUS7 gene and splice acceptor variants c.1767–1 G > A in the AASS gene has been reported. The pattern of family segregation maintained the pathogenicity of this variation associated with abnormal behavior, intellectual developmental disorder, microcephaly along with short stature IDDABS. Further, the WES data was validated in the family having other affected individuals and healthy controls (n = 100) was done using Sanger sequencing. Finally, our results further explained the role of WES in the disease diagnosis and elucidated that the mutation in PUS7 and AASS genes may lead an important role for the development of IDDABS in Saudi family.
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Affiliation(s)
- Muhammad Imran Naseer
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia.,Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
| | | | - Mohammed M Jan
- Department of Pediatrics, Faculty of Medicine, King Abdulaziz University, Box 80215, Jeddah 21589, Saudi Arabia
| | - Adeel G Chaudhary
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia.,Department of Medical Genetics, King Fahad General Hospital, 21589 Jeddah, Saudi Arabia.,Center for Innovation in Personalized Medicine, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
| | - Shatha Alharazy
- Department of Physiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mohammad H AlQahtani
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia.,Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
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15
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McCown PJ, Ruszkowska A, Kunkler CN, Breger K, Hulewicz JP, Wang MC, Springer NA, Brown JA. Naturally occurring modified ribonucleosides. WILEY INTERDISCIPLINARY REVIEWS. RNA 2020; 11:e1595. [PMID: 32301288 PMCID: PMC7694415 DOI: 10.1002/wrna.1595] [Citation(s) in RCA: 120] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 03/09/2020] [Accepted: 03/11/2020] [Indexed: 12/18/2022]
Abstract
The chemical identity of RNA molecules beyond the four standard ribonucleosides has fascinated scientists since pseudouridine was characterized as the "fifth" ribonucleotide in 1951. Since then, the ever-increasing number and complexity of modified ribonucleosides have been found in viruses and throughout all three domains of life. Such modifications can be as simple as methylations, hydroxylations, or thiolations, complex as ring closures, glycosylations, acylations, or aminoacylations, or unusual as the incorporation of selenium. While initially found in transfer and ribosomal RNAs, modifications also exist in messenger RNAs and noncoding RNAs. Modifications have profound cellular outcomes at various levels, such as altering RNA structure or being essential for cell survival or organism viability. The aberrant presence or absence of RNA modifications can lead to human disease, ranging from cancer to various metabolic and developmental illnesses such as Hoyeraal-Hreidarsson syndrome, Bowen-Conradi syndrome, or Williams-Beuren syndrome. In this review article, we summarize the characterization of all 143 currently known modified ribonucleosides by describing their taxonomic distributions, the enzymes that generate the modifications, and any implications in cellular processes, RNA structure, and disease. We also highlight areas of active research, such as specific RNAs that contain a particular type of modification as well as methodologies used to identify novel RNA modifications. This article is categorized under: RNA Processing > RNA Editing and Modification.
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Affiliation(s)
- Phillip J. McCown
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
| | - Agnieszka Ruszkowska
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
- Present address:
Institute of Bioorganic ChemistryPolish Academy of SciencesPoznanPoland
| | - Charlotte N. Kunkler
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
| | - Kurtis Breger
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
| | - Jacob P. Hulewicz
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
| | - Matthew C. Wang
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
| | - Noah A. Springer
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
| | - Jessica A. Brown
- Department of Chemistry and BiochemistryUniversity of Notre DameNotre DameIndianaUSA
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16
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iPseU-Layer: Identifying RNA Pseudouridine Sites Using Layered Ensemble Model. Interdiscip Sci 2020; 12:193-203. [PMID: 32170573 DOI: 10.1007/s12539-020-00362-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 02/16/2020] [Accepted: 02/19/2020] [Indexed: 01/28/2023]
Abstract
Pseudouridine represents one of the most prevalent post-transcriptional RNA modifications. The identification of pseudouridine sites is an essential step toward understanding RNA functions, RNA structure stabilization, translation process, and RNA stability; however, high-throughput experimental techniques remain expensive and time-consuming in lab explorations and biochemical processes. Thus, how to develop an efficient pseudouridine site identification method based on machine learning is very important both in academic research and drug development. Motived by this, we present an effective layered ensemble model designated as iPseU-Layer for identification of RNA pseudouridine sites. The proposed iPseU-Layer approach is essentially based on three different machine learning layers including: feature selection layer, feature extraction and fusion layer, and prediction layer. The feature selection layer reduces the dimensionality, which can be regarded as a data pre-processing stage. The feature extraction and fusion layer utilizes an ensemble method which is implemented through various machine learning algorithms to generate some outputs. The prediction layer applies classic random forest to identify the final results. Furthermore, we systematically conduct the validation experiments using cross-validation tests and independent test with the current state-of-the-art models. The proposed iPseU-Layer provides a promising predictive performance in terms of sensitivity, specificity, accuracy and Matthews correlation coefficient. Collectively, these findings indicate that the framework of iPseU-Layer is a feasible and effective strategy for the prediction of RNA pseudouridine sites.
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17
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Rajan K, Doniger T, Cohen-Chalamish S, Chen D, Semo O, Aryal S, Glick Saar E, Chikne V, Gerber D, Unger R, Tschudi C, Michaeli S. Pseudouridines on Trypanosoma brucei spliceosomal small nuclear RNAs and their implication for RNA and protein interactions. Nucleic Acids Res 2019; 47:7633-7647. [PMID: 31147702 PMCID: PMC6698659 DOI: 10.1093/nar/gkz477] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 05/11/2019] [Accepted: 05/18/2019] [Indexed: 12/15/2022] Open
Abstract
The parasite Trypanosoma brucei, the causative agent of sleeping sickness, cycles between an insect and a mammalian host. Here, we investigated the presence of pseudouridines (Ψs) on the spliceosomal small nuclear RNAs (snRNAs), which may enable growth at the very different temperatures characterizing the two hosts. To this end, we performed the first high-throughput mapping of spliceosomal snRNA Ψs by small RNA Ψ-seq. The analysis revealed 42 Ψs on T. brucei snRNAs, which is the highest number reported so far. We show that a trypanosome protein analogous to human protein WDR79, is essential for guiding Ψ on snRNAs but not on rRNAs. snoRNA species implicated in snRNA pseudouridylation were identified by a genome-wide approach based on ligation of RNAs following in vivo UV cross-linking. snRNA Ψs are guided by single hairpin snoRNAs, also implicated in rRNA modification. Depletion of such guiding snoRNA by RNAi compromised the guided modification on snRNA and reduced parasite growth at elevated temperatures. We further demonstrate that Ψ strengthens U4/U6 RNA–RNA and U2B"/U2A’ proteins-U2 snRNA interaction at elevated temperatures. The existence of single hairpin RNAs that modify both the spliceosome and ribosome RNAs is unique for these parasites, and may be related to their ability to cycle between their two hosts that differ in temperature.
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Affiliation(s)
- K Shanmugha Rajan
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Tirza Doniger
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Smadar Cohen-Chalamish
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Dana Chen
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Oz Semo
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Saurav Aryal
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | | | - Vaibhav Chikne
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Doron Gerber
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Ron Unger
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Christian Tschudi
- Departmentof Epidemiology and Microbial Diseases, Yale School of Public Health, New Haven, CT 06536, USA
| | - Shulamit Michaeli
- The Mina and Everard Goodman Faculty of Life Sciences and Advanced Materials and Nanotechnology Institute, Bar-Ilan University, Ramat-Gan 52900, Israel
- To whom correspondence should be addressed. Tel:+972 3 5317522;
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18
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Pickerill ES, Kurtz RP, Tharp A, Guerrero Sanz P, Begum M, Bernstein DA. Pseudouridine synthase 7 impacts Candida albicans rRNA processing and morphological plasticity. Yeast 2019; 36:669-677. [PMID: 31364194 PMCID: PMC6899575 DOI: 10.1002/yea.3436] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 06/30/2019] [Accepted: 07/20/2019] [Indexed: 12/27/2022] Open
Abstract
RNA can be modified in over 100 distinct ways, and these modifications are critical for function. Pseudouridine synthases catalyse pseudouridylation, one of the most prevalent RNA modifications. Pseudouridine synthase 7 modifies a variety of substrates in Saccharomyces cerevisiae including tRNA, rRNA, snRNA, and mRNA, but the substrates for other budding yeast Pus7 homologues are not known. We used CRISPR‐mediated genome editing to disrupt Candida albicansPUS7 and find absence leads to defects in rRNA processing and a decrease in cell surface hydrophobicity. Furthermore, C. albicans Pus7 absence causes temperature sensitivity, defects in filamentation, altered sensitivity to antifungal drugs, and decreased virulence in a wax moth model. In addition, we find C. albicans Pus7 modifies tRNA residues, but does not modify a number of other S. cerevisiae Pus7 substrates. Our data suggests C. albicans Pus7 is important for fungal vigour and may play distinct biological roles than those ascribed to S. cerevisiae Pus7.
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Affiliation(s)
- Ethan S Pickerill
- Department of Biology, Ball State University, Muncie, IN, 47306, USA
| | - Rebecca P Kurtz
- Department of Mathematics, Ball State University, Muncie, IN, 47306, USA
| | - Aaron Tharp
- Department of Biology, Ball State University, Muncie, IN, 47306, USA
| | | | - Munni Begum
- Department of Mathematics, Ball State University, Muncie, IN, 47306, USA
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19
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Meng S, Zhou H, Feng Z, Xu Z, Tang Y, Wu M. Epigenetics in Neurodevelopment: Emerging Role of Circular RNA. Front Cell Neurosci 2019; 13:327. [PMID: 31379511 PMCID: PMC6658887 DOI: 10.3389/fncel.2019.00327] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 07/03/2019] [Indexed: 01/16/2023] Open
Abstract
Canonical epigenetic modifications, including DNA methylation, histone modification and chromatin remodeling, play a role in numerous life processes, particularly neurodevelopment. Epigenetics explains the development of cells in an organism with the same DNA sequence into different cell types with various functions. However, previous studies on epigenetics have only focused on the chromatin level. Recently, epigenetic modifications of RNA, which mainly include 6-methyladenosine (m6A), pseudouridine, 5-methylcytidine (m5C), inosine (I), 2′-O-ribosemethylation, and 1-methyladenosine (m1A), have gained increasing attention. Circular RNAs (circRNAs), which are a type of non-coding RNA without a 5′ cap or 3′ poly (A) tail, are abundantly found in the brain and might respond to and regulate synaptic function. Also, circRNAs have various functions, such as microRNA sponge, regulation of gene transcription and interaction with RNA binding protein. In addition, circRNAs are methylated by N6-methyladenosine (m6A). In this review, we discuss the crucial roles of epigenetic modifications of circRNAs, such as m6A, in the genesis and development of neurons and in synaptic function and plasticity. Thus, this type of changes in circRNAs might be a therapeutic target in central nervous system (CNS) disorders and could aid the diagnosis and treatment of these disorders.
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Affiliation(s)
- Shujuan Meng
- Hunan Provincial Tumor Hospital, The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis, Ministry of Health, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China
| | - Hecheng Zhou
- Hunan Provincial Tumor Hospital, The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis, Ministry of Health, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China
| | - Ziyang Feng
- Hunan Provincial Tumor Hospital, The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis, Ministry of Health, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China
| | - Zihao Xu
- Hunan Provincial Tumor Hospital, The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis, Ministry of Health, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China
| | - Ying Tang
- Hunan Provincial Tumor Hospital, The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis, Ministry of Health, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China
| | - Minghua Wu
- Hunan Provincial Tumor Hospital, The Affiliated Tumor Hospital of Xiangya Medical School, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Carcinogenesis, Ministry of Health, Cancer Research Institute, School of Basic Medical Science, Central South University, Changsha, China
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20
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Shaheen R, Tasak M, Maddirevula S, Abdel-Salam GMH, Sayed ISM, Alazami AM, Al-Sheddi T, Alobeid E, Phizicky EM, Alkuraya FS. PUS7 mutations impair pseudouridylation in humans and cause intellectual disability and microcephaly. Hum Genet 2019; 138:231-239. [PMID: 30778726 DOI: 10.1007/s00439-019-01980-3] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 02/07/2019] [Indexed: 12/14/2022]
Abstract
Pseudouridylation is the most common post-transcriptional modification, wherein uridine is isomerized into 5-ribosyluracil (pseudouridine, Ψ). The resulting increase in base stacking and creation of additional hydrogen bonds are thought to enhance RNA stability. Pseudouridine synthases are encoded in humans by 13 genes, two of which are linked to Mendelian diseases: PUS1 and PUS3. Very recently, PUS7 mutations were reported to cause intellectual disability with growth retardation. We describe two families in which two different homozygous PUS7 mutations (missense and frameshift deletion) segregate with a phenotype comprising intellectual disability and progressive microcephaly. Short stature and hearing loss were variable in these patients. Functional characterization of the two mutations confirmed that both result in decreased levels of Ψ13 in tRNAs. Furthermore, the missense variant of the S. cerevisiae ortholog failed to complement the growth defect of S. cerevisiae pus7Δ trm8Δ mutants. Our results confirm that PUS7 is a bona fide Mendelian disease gene and expand the list of human diseases caused by impaired pseudouridylation.
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Affiliation(s)
- Ranad Shaheen
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Monika Tasak
- Department of Biochemistry and Biophysics, Center for RNA Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Sateesh Maddirevula
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Ghada M H Abdel-Salam
- Clinical Genetics Department, Human Genetics and Genome Research Division, National Research Centre, Cairo, Egypt
- Human Cytogenetics Department, Human Genetics and Genome Research Division, National Research Centre, Cairo, Egypt
| | - Inas S M Sayed
- Oro-dental Genetics Department, Human Genetics and Genome Research Division, National Research Centre, Cairo, Egypt
| | - Anas M Alazami
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Tarfa Al-Sheddi
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Eman Alobeid
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Eric M Phizicky
- Department of Biochemistry and Biophysics, Center for RNA Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.
| | - Fowzan S Alkuraya
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia.
- Saudi Human Genome Program, King Abdulaziz City for Science and Technology, Riyadh, Saudi Arabia.
- Department of Anatomy and Cell Biology, College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
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21
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de Brouwer AP, Abou Jamra R, Körtel N, Soyris C, Polla DL, Safra M, Zisso A, Powell CA, Rebelo-Guiomar P, Dinges N, Morin V, Stock M, Hussain M, Shahzad M, Riazuddin S, Ahmed ZM, Pfundt R, Schwarz F, de Boer L, Reis A, Grozeva D, Raymond FL, Riazuddin S, Koolen DA, Minczuk M, Roignant JY, van Bokhoven H, Schwartz S. Variants in PUS7 Cause Intellectual Disability with Speech Delay, Microcephaly, Short Stature, and Aggressive Behavior. Am J Hum Genet 2018; 103:1045-1052. [PMID: 30526862 DOI: 10.1016/j.ajhg.2018.10.026] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 10/29/2018] [Indexed: 12/12/2022] Open
Abstract
We describe six persons from three families with three homozygous protein truncating variants in PUS7: c.89_90del (p.Thr30Lysfs∗20), c.1348C>T (p.Arg450∗), and a deletion of the penultimate exon 15. All these individuals have intellectual disability with speech delay, short stature, microcephaly, and aggressive behavior. PUS7 encodes the RNA-independent pseudouridylate synthase 7. Pseudouridylation is the most abundant post-transcriptional modification in RNA, which is primarily thought to stabilize secondary structures of RNA. We show that the disease-related variants lead to abolishment of PUS7 activity on both tRNA and mRNA substrates. Moreover, pus7 knockout in Drosophila melanogaster results in a number of behavioral defects, including increased activity, disorientation, and aggressiveness supporting that neurological defects are caused by PUS7 variants. Our findings demonstrate that RNA pseudouridylation by PUS7 is essential for proper neuronal development and function.
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22
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Paggi JM, Bejerano G. A sequence-based, deep learning model accurately predicts RNA splicing branchpoints. RNA (NEW YORK, N.Y.) 2018; 24:1647-1658. [PMID: 30224349 PMCID: PMC6239175 DOI: 10.1261/rna.066290.118] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 09/10/2018] [Indexed: 05/26/2023]
Abstract
Experimental detection of RNA splicing branchpoints is difficult. To date, high-confidence experimental annotations exist for 18% of 3' splice sites in the human genome. We develop a deep-learning-based branchpoint predictor, LaBranchoR, which predicts a correct branchpoint for at least 75% of 3' splice sites genome-wide. Detailed analysis of cases in which our predicted branchpoint deviates from experimental data suggests a correct branchpoint is predicted in over 90% of cases. We use our predicted branchpoints to identify a novel sequence element upstream of branchpoints consistent with extended U2 snRNA base-pairing, show an association between weak branchpoints and alternative splicing, and explore the effects of genetic variants on branchpoints. We provide genome-wide branchpoint annotations and in silico mutagenesis scores at http://bejerano.stanford.edu/labranchor.
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Affiliation(s)
- Joseph M Paggi
- Department of Computer Science, Stanford University, Stanford, California 94305, USA
| | - Gill Bejerano
- Department of Computer Science, Stanford University, Stanford, California 94305, USA
- Department of Developmental Biology, Stanford University, Stanford, California 94305, USA
- Department of Pediatrics, Stanford University, Stanford, California 94305, USA
- Department of Biomedical Data Science, Stanford University, Stanford, California 94305, USA
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23
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Angelova MT, Dimitrova DG, Dinges N, Lence T, Worpenberg L, Carré C, Roignant JY. The Emerging Field of Epitranscriptomics in Neurodevelopmental and Neuronal Disorders. Front Bioeng Biotechnol 2018; 6:46. [PMID: 29707539 PMCID: PMC5908907 DOI: 10.3389/fbioe.2018.00046] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 03/29/2018] [Indexed: 01/19/2023] Open
Abstract
Analogous to DNA methylation and histone modifications, RNA modifications represent a novel layer of regulation of gene expression. The dynamic nature and increasing number of RNA modifications offer new possibilities to rapidly alter gene expression upon specific environmental changes. Recent lines of evidence indicate that modified RNA molecules and associated complexes regulating and “reading” RNA modifications play key roles in the nervous system of several organisms, controlling both, its development and function. Mutations in several human genes that modify transfer RNA (tRNA) have been linked to neurological disorders, in particular to intellectual disability. Loss of RNA modifications alters the stability of tRNA, resulting in reduced translation efficiency and generation of tRNA fragments, which can interfere with neuronal functions. Modifications present on messenger RNAs (mRNAs) also play important roles during brain development. They contribute to neuronal growth and regeneration as well as to the local regulation of synaptic functions. Hence, potential combinatorial effects of RNA modifications on different classes of RNA may represent a novel code to dynamically fine tune gene expression during brain function. Here we discuss the recent findings demonstrating the impact of modified RNAs on neuronal processes and disorders.
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Affiliation(s)
- Margarita T Angelova
- Drosophila Genetics and Epigenetics, Sorbonne Université, Centre National de la Recherche Scientifique, Biologie du Développement-Institut de Biologie Paris Seine, Paris, France
| | - Dilyana G Dimitrova
- Drosophila Genetics and Epigenetics, Sorbonne Université, Centre National de la Recherche Scientifique, Biologie du Développement-Institut de Biologie Paris Seine, Paris, France
| | - Nadja Dinges
- Laboratory of RNA Epigenetics, Institute of Molecular Biology, Mainz, Germany
| | - Tina Lence
- Laboratory of RNA Epigenetics, Institute of Molecular Biology, Mainz, Germany
| | - Lina Worpenberg
- Laboratory of RNA Epigenetics, Institute of Molecular Biology, Mainz, Germany
| | - Clément Carré
- Drosophila Genetics and Epigenetics, Sorbonne Université, Centre National de la Recherche Scientifique, Biologie du Développement-Institut de Biologie Paris Seine, Paris, France
| | - Jean-Yves Roignant
- Laboratory of RNA Epigenetics, Institute of Molecular Biology, Mainz, Germany
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24
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Nguyen H, Das U, Wang B, Xie J. The matrices and constraints of GT/AG splice sites of more than 1000 species/lineages. Gene 2018; 660:92-101. [PMID: 29588184 DOI: 10.1016/j.gene.2018.03.031] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 03/08/2018] [Accepted: 03/12/2018] [Indexed: 12/11/2022]
Abstract
To provide a resource for the splice sites (SS) of different species, we calculated the matrices of nucleotide compositions of about 38 million splice sites from >1000 species/lineages. The matrices are enriched of aGGTAAGT (5'SS) or (Y)6N(C/t)AG(g/a)t (3'SS) overall; however, they are quite diverse among hundreds of species. The diverse matrices remain prominent even under sequence selection pressures, suggesting the existence of diverse constraints as well as U snRNAs and other spliceosomal factors and/or their interactions with the splice sites. Using an algorithm to measure and compare the splice site constraints across all species, we demonstrate their distinct differences quantitatively. As an example of the resource's application to answering specific questions, we confirm that high constraints of particular positions are significantly associated with transcriptome-wide, increased occurrences of alternative splicing when uncommon nucleotides are present. More interestingly, the abundance of alternative splicing in 16 species correlates with the average constraint index of splice sites in a bell curve. This resource will allow users to assess specific sequences/splice sites against the consensus of every Ensembl-annotated species, and to explore the evolutionary changes or relationship to alternative splicing and transcriptome diversity. Web-search or update features are also included.
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Affiliation(s)
- Hai Nguyen
- Department of Physiology & Pathophysiology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada; University of Winnipeg, Winnipeg, MB R3B 2E9, Canada
| | - Urmi Das
- Department of Physiology & Pathophysiology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada
| | - Benjamin Wang
- Department of Physiology & Pathophysiology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada; University of Illinois Urbana-Champaign, IL, USA
| | - Jiuyong Xie
- Department of Physiology & Pathophysiology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada.
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van der Feltz C, DeHaven AC, Hoskins AA. Stress-induced Pseudouridylation Alters the Structural Equilibrium of Yeast U2 snRNA Stem II. J Mol Biol 2017; 430:524-536. [PMID: 29079482 DOI: 10.1016/j.jmb.2017.10.021] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 10/09/2017] [Accepted: 10/14/2017] [Indexed: 12/21/2022]
Abstract
In yeast, the U2 small nuclear ribonucleic acid (snRNA) component of the spliceosome is targeted for additional post-transcriptional modifications in response to cellular stress. Uridines 56 and 93 are both modified to pseudouridines (Ψ) during nutrient deprivation, while U56 is also pseudouridylated during heat shock. Both positions are located within stem II, which must toggle between two mutually exclusive structures during splicing. Stem IIa forms during spliceosome assembly, and stem IIc forms during the catalytic steps. We have studied how uridine 56 and 93 pseudouridylation impacts conformational switching of stem II. Using single-molecule Förster resonance energy transfer, we show that Ψ56 dampens conformational dynamics of stem II and stabilizes stem IIc. In contrast, Ψ93 increases dynamics of non-stem IIc conformations. Pseudouridylation impacts conformational switching of stem II by Mg2+ or the U2 protein Cus2; however, when Mg2+ and Cus2 are used in combination, the impacts of pseudouridylation can be suppressed. These results show that stress-induced post-transcriptional modification of U56 and U93 alters snRNA conformational dynamics by distinct mechanisms and that protein and metal cofactors of the spliceosome alter how snRNAs respond to these modifications.
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Affiliation(s)
- Clarisse van der Feltz
- Department of Biochemistry, University of Wisconsin-Madison, 433 Babcock Dr., Madison, WI 53706, USA
| | - Alexander C DeHaven
- Department of Biochemistry, University of Wisconsin-Madison, 433 Babcock Dr., Madison, WI 53706, USA
| | - Aaron A Hoskins
- Department of Biochemistry, University of Wisconsin-Madison, 433 Babcock Dr., Madison, WI 53706, USA.
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Xiong X, Yi C, Peng J. Epitranscriptomics: Toward A Better Understanding of RNA Modifications. GENOMICS PROTEOMICS & BIOINFORMATICS 2017; 15:147-153. [PMID: 28533024 PMCID: PMC5487522 DOI: 10.1016/j.gpb.2017.03.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Revised: 02/18/2017] [Accepted: 03/22/2017] [Indexed: 12/11/2022]
Affiliation(s)
- Xushen Xiong
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China; Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Chengqi Yi
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China; Synthetic and Functional Biomolecules Center, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Jinying Peng
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China.
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Abstract
Cells adapt to their environment by linking external stimuli to an intricate network of transcriptional, post-transcriptional and translational processes. Among these, mechanisms that couple environmental cues to the regulation of protein translation are not well understood. Chemical modifications of RNA allow rapid cellular responses to external stimuli by modulating a wide range of fundamental biochemical properties and processes, including the stability, splicing and translation of messenger RNA. In this Review, we focus on the occurrence of N6-methyladenosine (m6A), 5-methylcytosine (m5C) and pseudouridine (Ψ) in RNA, and describe how these RNA modifications are implicated in regulating pluripotency, stem cell self-renewal and fate specification. Both post-transcriptional modifications and the enzymes that catalyse them modulate stem cell differentiation pathways and are essential for normal development.
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Affiliation(s)
- Michaela Frye
- Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, Department of Genetics, University of Cambridge, Tennis Court Road, Cambridge CB2 1QR, UK
| | - Sandra Blanco
- Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, Department of Genetics, University of Cambridge, Tennis Court Road, Cambridge CB2 1QR, UK
- CIC bioGUNE, Bizkaia Technology Park, Building 801A, Derio, Bizkaia 48160, Spain
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Rojas-Sánchez S, Figueroa-Angulo E, Moreno-Campos R, Florencio-Martínez LE, Manning-Cela RG, Martínez-Calvillo S. Transcription of Leishmania major U2 small nuclear RNA gene is directed by extragenic sequences located within a tRNA-like and a tRNA-Ala gene. Parasit Vectors 2016; 9:401. [PMID: 27430335 PMCID: PMC4950102 DOI: 10.1186/s13071-016-1682-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 07/05/2016] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Leishmania and other trypanosomatid parasites possess atypical mechanisms of gene expression, including the maturation of mRNAs by trans-splicing and the involvement of RNA Polymerase III in transcription of all snRNA molecules. Since snRNAs are essential for trans-splicing, we are interested in the study of the sequences that direct their expression. Here we report the characterization of L. major U2 snRNA promoter region. RESULTS All species of Leishmania possess a single U2 snRNA gene that contains a divergently-oriented tRNA-Ala gene in the upstream region. Between these two genes we found a tRNA-like sequence that possesses conserved boxes A and B. Primer extension and RT-qPCR analyses with RNA from transiently-transfected cells showed that transcription of L. major U2 snRNA is almost abolished when boxes A and B from the tRNA-like are deleted or mutated. The levels of the U2 snRNA were also highly affected when base substitutions were introduced into box B from the tRNA-Ala gene and the first nucleotides of the U2 snRNA gene itself. We also demonstrate that the tRNA-like is transcribed, generating a main transcript of around 109 bases. As pseudouridines in snRNAs are required for splicing in other organisms, we searched for this modified nucleotide in the L. major U2 snRNA. Our results show the presence of six pseudouridines in the U2 snRNA, including one in the Sm site that has not been reported in other organisms. CONCLUSIONS Four different regions control the transcription of the U2 snRNA gene in L. major: boxes A and B from the neighbor tRNA-like, box B from the upstream tRNA-Ala gene and the first nucleotides of the U2 snRNA. Thus, the promoter region of L. major U2 snRNA is different from any other promoter reported for snRNAs. Pseudouridines could play important roles in L. major U2 snRNA, since they were found in functionally important regions, including the branch point recognition region and the Sm binding site.
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Affiliation(s)
- Saúl Rojas-Sánchez
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Av. de los Barrios 1, Col. Los Reyes Iztacala, Tlalnepantla, Edo. de México, CP 54090, Mexico
| | - Elisa Figueroa-Angulo
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Av. de los Barrios 1, Col. Los Reyes Iztacala, Tlalnepantla, Edo. de México, CP 54090, Mexico
| | - Rodrigo Moreno-Campos
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Av. de los Barrios 1, Col. Los Reyes Iztacala, Tlalnepantla, Edo. de México, CP 54090, Mexico
| | - Luis E Florencio-Martínez
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Av. de los Barrios 1, Col. Los Reyes Iztacala, Tlalnepantla, Edo. de México, CP 54090, Mexico
| | - Rebeca G Manning-Cela
- Departamento de Biomedicina Molecular, Centro de Investigación y de Estudios Avanzados del IPN, Av. IPN 2508, México, DF, CP 07360, Mexico
| | - Santiago Martínez-Calvillo
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Av. de los Barrios 1, Col. Los Reyes Iztacala, Tlalnepantla, Edo. de México, CP 54090, Mexico.
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Hoernes TP, Erlacher MD. Translating the epitranscriptome. WILEY INTERDISCIPLINARY REVIEWS-RNA 2016; 8. [PMID: 27345446 PMCID: PMC5215311 DOI: 10.1002/wrna.1375] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 05/25/2016] [Accepted: 05/31/2016] [Indexed: 12/14/2022]
Abstract
RNA modifications are indispensable for the translation machinery to provide accurate and efficient protein synthesis. Whereas the importance of transfer RNA (tRNA) and ribosomal RNA (rRNA) modifications has been well described and is unquestioned for decades, the significance of internal messenger RNA (mRNA) modifications has only recently been revealed. Novel experimental methods have enabled the identification of thousands of modified sites within the untranslated and translated regions of mRNAs. Thus far, N6‐methyladenosine (m6A), pseudouridine (Ψ), 5‐methylcytosine (m5C) and N1‐methyladenosine (m1A) were identified in eukaryal, and to some extent in prokaryal mRNAs. Several of the functions of these mRNA modifications have previously been reported, but many aspects remain elusive. Modifications can be important factors for the direct regulation of protein synthesis. The potential diversification of genomic information and regulation of RNA expression through editing and modifying mRNAs is versatile and many questions need to be addressed to completely elucidate the role of mRNA modifications. Herein, we summarize and highlight some recent findings on various co‐ and post‐transcriptional modifications, describing the impact of these processes on gene expression, with emphasis on protein synthesis. WIREs RNA 2017, 8:e1375. doi: 10.1002/wrna.1375 For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Thomas Philipp Hoernes
- Division of Genomics and RNomics, Biocenter, Medical University of Innsbruck, Innsbruck, Austria
| | - Matthias David Erlacher
- Division of Genomics and RNomics, Biocenter, Medical University of Innsbruck, Innsbruck, Austria
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31
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Wu G, Adachi H, Ge J, Stephenson D, Query CC, Yu YT. Pseudouridines in U2 snRNA stimulate the ATPase activity of Prp5 during spliceosome assembly. EMBO J 2016; 35:654-67. [PMID: 26873591 DOI: 10.15252/embj.201593113] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 01/04/2016] [Indexed: 12/20/2022] Open
Abstract
Pseudouridine (Ψ) is the most abundant internal modification identified in RNA, and yet little is understood of its effects on downstream reactions. Yeast U2 snRNA contains three conserved Ψs (Ψ35, Ψ42, and Ψ44) in the branch site recognition region (BSRR), which base pairs with the pre-mRNA branch site during splicing. Here, we show that blocks to pseudouridylation at these positions reduce the efficiency of pre-mRNA splicing, leading to growth-deficient phenotypes. Restoration of pseudouridylation at these positions using designer snoRNAs results in near complete rescue of splicing and cell growth. These Ψs interact genetically with Prp5, an RNA-dependent ATPase involved in monitoring the U2 BSRR-branch site base-pairing interaction. Biochemical analysis indicates that Prp5 has reduced affinity for U2 snRNA that lacks Ψ42 and Ψ44 and that Prp5 ATPase activity is reduced when stimulated by U2 lacking Ψ42 or Ψ44 relative to wild type, resulting in inefficient spliceosome assembly. Furthermore, in vivo DMS probing analysis reveals that pseudouridylated U2, compared to U2 lacking Ψ42 and Ψ44, adopts a slightly different structure in the branch site recognition region. Taken together, our results indicate that the Ψs in U2 snRNA contribute to pre-mRNA splicing by directly altering the binding/ATPase activity of Prp5.
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Affiliation(s)
- Guowei Wu
- Department of Biochemistry and Biophysics, Center for RNA Biology, The Rochester Aging Research (RoAR) Center, University of Rochester Medical Center, Rochester, NY, USA
| | - Hironori Adachi
- Department of Biochemistry and Biophysics, Center for RNA Biology, The Rochester Aging Research (RoAR) Center, University of Rochester Medical Center, Rochester, NY, USA
| | - Junhui Ge
- Department of Pathology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - David Stephenson
- Department of Biochemistry and Biophysics, Center for RNA Biology, The Rochester Aging Research (RoAR) Center, University of Rochester Medical Center, Rochester, NY, USA
| | - Charles C Query
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Yi-Tao Yu
- Department of Biochemistry and Biophysics, Center for RNA Biology, The Rochester Aging Research (RoAR) Center, University of Rochester Medical Center, Rochester, NY, USA
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Eckert D, Andrée N, Razanau A, Zock-Emmenthal S, Lützelberger M, Plath S, Schmidt H, Guerra-Moreno A, Cozzuto L, Ayté J, Käufer NF. Prp4 Kinase Grants the License to Splice: Control of Weak Splice Sites during Spliceosome Activation. PLoS Genet 2016; 12:e1005768. [PMID: 26730850 PMCID: PMC4701394 DOI: 10.1371/journal.pgen.1005768] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 12/03/2015] [Indexed: 12/02/2022] Open
Abstract
The genome of the fission yeast Schizosaccharomyces pombe encodes 17 kinases that are essential for cell growth. These include the cell-cycle regulator Cdc2, as well as several kinases that coordinate cell growth, polarity, and morphogenesis during the cell cycle. In this study, we further characterized another of these essential kinases, Prp4, and showed that the splicing of many introns is dependent on Prp4 kinase activity. For detailed characterization, we chose the genes res1 and ppk8, each of which contains one intron of typical size and position. Splicing of the res1 intron was dependent on Prp4 kinase activity, whereas splicing of the ppk8 intron was not. Extensive mutational analyses of the 5’ splice site of both genes revealed that proper transient interaction with the 5’ end of snRNA U1 governs the dependence of splicing on Prp4 kinase activity. Proper transient interaction between the branch sequence and snRNA U2 was also important. Therefore, the Prp4 kinase is required for recognition and efficient splicing of introns displaying weak exon1/5’ splice sites and weak branch sequences. Prp4 is an essential protein kinase that is involved in the splicing of some introns. Using a conditional mutant of Prp4, we showed that a subset of genes, including several cell cycle–regulatory genes, are dependent on Prp4 for splicing. Furthermore, we could convert genes between Prp4-dependent and -independent states by introducing single-nucleotide mutations in the exon1/5’ splice sites and branch sequence of introns. This work shows that Prp4 activity is required for splicing surveillance in a subset of mRNAs.
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Affiliation(s)
- Daniela Eckert
- Institute of Genetics, Technische Universität Braunschweig, Braunschweig, Germany
| | - Nicole Andrée
- Institute of Genetics, Technische Universität Braunschweig, Braunschweig, Germany
| | - Aleh Razanau
- Department of Physiology and Pathophysiology, Faculty of Medicine, University of Manitoba, Winnipeg, Canada
| | | | - Martin Lützelberger
- Institute of Genetics, Technische Universität Braunschweig, Braunschweig, Germany
| | - Susann Plath
- Institute of Genetics, Technische Universität Braunschweig, Braunschweig, Germany
| | - Henning Schmidt
- Institute of Genetics, Technische Universität Braunschweig, Braunschweig, Germany
| | - Angel Guerra-Moreno
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
| | - Luca Cozzuto
- CRG Bioinformatics Core, Centre de Regulació Genòmica (CRG), and Universitat Pompeu Fabra, Barcelona, Spain
| | - José Ayté
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
- * E-mail: (JA); (NFK)
| | - Norbert F. Käufer
- Institute of Genetics, Technische Universität Braunschweig, Braunschweig, Germany
- * E-mail: (JA); (NFK)
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Post-Transcriptional Modifications of RNA: Impact on RNA Function and Human Health. MODIFIED NUCLEIC ACIDS IN BIOLOGY AND MEDICINE 2016. [DOI: 10.1007/978-3-319-34175-0_5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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Huang C, Wu G, Yu YT. Purification and Functional Reconstitution of Box H/ACA Ribonucleoprotein Particles. Methods Mol Biol 2016; 1421:97-109. [PMID: 26965260 PMCID: PMC5702500 DOI: 10.1007/978-1-4939-3591-8_9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Pseudouridylation is the most abundant and widespread RNA modification, and it plays an important role in modulating the structure and function of RNA. In eukaryotes and archaea, RNA pseudouridylation is catalyzed largely by box H/ACA ribonucleoproteins (RNPs), a distinct group of RNA-protein complexes each consisting of a unique RNA and four common proteins. The RNA component of the complex serves as a guide that base-pairs with its substrate RNA and specifies the target uridine to be modified. In order to systematically study the function and mechanism of pseudouridylation, it is desirable to have a reconstitution system in which biochemically purified/reconstituted box H/ACA RNPs are capable of introducing pseudouridines into an RNA at any target site. Here, we describe a method for the reconstitution of functional box H/ACA RNPs using designer box H/ACA guide RNAs, which in principle can be adopted to reconstitute other RNA-protein complexes as well.
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Affiliation(s)
- Chao Huang
- Process Science Downstream, Bristol-Myers Squibb Company, 6000 Thompson Road, East Syracuse, NY, 13057, USA
| | - Guowei Wu
- Department of Cellular and Molecular Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093-065, USA
| | - Yi-Tao Yu
- Department of Biochemistry and Biophysics, Center for RNA Biology, University of Rochester Medical Center, 601 Elmwood Avenue, Rochester, NY, 14642, USA.
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35
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Li X, Zhu P, Ma S, Song J, Bai J, Sun F, Yi C. Chemical pulldown reveals dynamic pseudouridylation of the mammalian transcriptome. Nat Chem Biol 2015; 11:592-7. [DOI: 10.1038/nchembio.1836] [Citation(s) in RCA: 331] [Impact Index Per Article: 33.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2015] [Accepted: 04/29/2015] [Indexed: 01/10/2023]
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36
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Lovejoy AF, Riordan DP, Brown PO. Transcriptome-wide mapping of pseudouridines: pseudouridine synthases modify specific mRNAs in S. cerevisiae. PLoS One 2014; 9:e110799. [PMID: 25353621 PMCID: PMC4212993 DOI: 10.1371/journal.pone.0110799] [Citation(s) in RCA: 293] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2014] [Accepted: 09/17/2014] [Indexed: 12/23/2022] Open
Abstract
We developed a novel technique, called pseudouridine site identification sequencing (PSI-seq), for the transcriptome-wide mapping of pseudouridylation sites with single-base resolution from cellular RNAs based on the induced termination of reverse transcription specifically at pseudouridines following CMCT treatment. PSI-seq analysis of RNA samples from S. cerevisiae correctly detected all of the 43 known pseudouridines in yeast 18S and 25S ribosomal RNA with high specificity. Moreover, application of PSI-seq to the yeast transcriptome revealed the presence of site-specific pseudouridylation within dozens of mRNAs, including RPL11a, TEF1, and other genes implicated in translation. To identify the mechanisms responsible for mRNA pseudouridylation, we genetically deleted candidate pseudouridine synthase (Pus) enzymes and reconstituted their activities in vitro. These experiments demonstrated that the Pus1 enzyme was necessary and sufficient for pseudouridylation of RPL11a mRNA, whereas Pus4 modified TEF1 mRNA, and Pus6 pseudouridylated KAR2 mRNA. Finally, we determined that modification of RPL11a at Ψ -68 was observed in RNA from the related yeast S. mikitae, and Ψ -239 in TEF1 mRNA was maintained in S. mikitae as well as S. pombe, indicating that these pseudouridylations are ancient, evolutionarily conserved RNA modifications. This work establishes that site-specific pseudouridylation of eukaryotic mRNAs is a genetically programmed RNA modification that naturally occurs in multiple yeast transcripts via distinct mechanisms, suggesting that mRNA pseudouridylation may provide an important novel regulatory function. The approach and strategies that we report here should be generally applicable to the discovery of pseudouridylation, or other RNA modifications, in diverse biological contexts.
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Affiliation(s)
- Alexander F. Lovejoy
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California, United States of America
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, California, United States of America
- * E-mail: (AFL); (DPR)
| | - Daniel P. Riordan
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California, United States of America
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, California, United States of America
- Department of Genetics, Stanford University School of Medicine, Stanford, California, United States of America
- * E-mail: (AFL); (DPR)
| | - Patrick O. Brown
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California, United States of America
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, California, United States of America
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37
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Guiro J, O'Reilly D. Insights into the U1 small nuclear ribonucleoprotein complex superfamily. WILEY INTERDISCIPLINARY REVIEWS-RNA 2014; 6:79-92. [DOI: 10.1002/wrna.1257] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Revised: 06/17/2014] [Accepted: 07/14/2014] [Indexed: 12/12/2022]
Affiliation(s)
- J Guiro
- Institute of Biosciences; University of Sao Paulo; Sao Paulo Brazil
| | - D O'Reilly
- Sir William Dunn School of Pathology; Oxford United Kingdom
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38
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Schwartz S, Bernstein DA, Mumbach MR, Jovanovic M, Herbst RH, León-Ricardo BX, Engreitz JM, Guttman M, Satija R, Lander ES, Fink G, Regev A. Transcriptome-wide mapping reveals widespread dynamic-regulated pseudouridylation of ncRNA and mRNA. Cell 2014; 159:148-162. [PMID: 25219674 DOI: 10.1016/j.cell.2014.08.028] [Citation(s) in RCA: 741] [Impact Index Per Article: 67.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 08/21/2014] [Accepted: 08/22/2014] [Indexed: 01/14/2023]
Abstract
Pseudouridine is the most abundant RNA modification, yet except for a few well-studied cases, little is known about the modified positions and their function(s). Here, we develop Ψ-seq for transcriptome-wide quantitative mapping of pseudouridine. We validate Ψ-seq with spike-ins and de novo identification of previously reported positions and discover hundreds of unique sites in human and yeast mRNAs and snoRNAs. Perturbing pseudouridine synthases (PUS) uncovers which pseudouridine synthase modifies each site and their target sequence features. mRNA pseudouridinylation depends on both site-specific and snoRNA-guided pseudouridine synthases. Upon heat shock in yeast, Pus7p-mediated pseudouridylation is induced at >200 sites, and PUS7 deletion decreases the levels of otherwise pseudouridylated mRNA, suggesting a role in enhancing transcript stability. rRNA pseudouridine stoichiometries are conserved but reduced in cells from dyskeratosis congenita patients, where the PUS DKC1 is mutated. Our work identifies an enhanced, transcriptome-wide scope for pseudouridine and methods to dissect its underlying mechanisms and function.
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Affiliation(s)
| | | | | | - Marko Jovanovic
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Rebecca H Herbst
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02114, USA
| | - Brian X León-Ricardo
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Biology, University of Puerto Rico, Rio Piedras Campus, San Juan 00931, Puerto Rico
| | - Jesse M Engreitz
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Division of Health Sciences and Technology, MIT, Cambridge, MA 02139, USA
| | - Mitchell Guttman
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Rahul Satija
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02114, USA; Department of Biology, MIT, Cambridge, MA 02139, USA
| | - Gerald Fink
- Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Biology, MIT, Cambridge, MA 02139, USA.
| | - Aviv Regev
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Biology, MIT, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, 4000 Jones Bridge Road, Chevy Chase, MD 20815, USA.
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Turano M, Angrisani A, Di Maio N, Furia M. Intron retention: a human DKC1 gene common splicing event. Biochem Cell Biol 2013; 91:506-12. [DOI: 10.1139/bcb-2013-0047] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Identification of alternatively spliced transcripts produced by a gene is a crucial step in deciphering the bulk of its biological roles and the overall processes that regulate its activity. By using a combination of bioinformatic and molecular approaches we identified, cloned, and characterized 3 novel alternative splice isoforms derived from human dyskeratosis congenita 1 (hDKC1), an essential human gene causative of the X-linked dyskeratosis congenita disease and involved in multiple functions related to cell growth, proliferation, and telomere maintenance. Expression of the new isoforms, all characterized by intron retention, was confirmed by RT-PCR in a panel of diverse cell lines and normal human tissues, and despite the presence of premature termination codons, was not down-regulated by the mechanism of nonsense-mediated decay. Accumulation of these transcripts fluctuated distinctly in the diverse tissues and during in vitro differentiation of Caco2 cells, suggesting that their ratio may contribute to the gene functional diversity across different cell types. Intriguingly, the structure of one isoform leads to exonize an intronically encoded small nucleolar RNA (snoRNA), highlighting an additional layer of complexity that can contribute to overall gene regulation.
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Affiliation(s)
- Mimmo Turano
- Dipartimento di Biologia, Complesso Universitario di Monte S. Angelo, Università di Napoli “Federico II”, via Cinthia, 80126 Napoli, Italia
| | - Alberto Angrisani
- Dipartimento di Biologia, Complesso Universitario di Monte S. Angelo, Università di Napoli “Federico II”, via Cinthia, 80126 Napoli, Italia
| | - Nunzia Di Maio
- Dipartimento di Biologia, Complesso Universitario di Monte S. Angelo, Università di Napoli “Federico II”, via Cinthia, 80126 Napoli, Italia
| | - Maria Furia
- Dipartimento di Biologia, Complesso Universitario di Monte S. Angelo, Università di Napoli “Federico II”, via Cinthia, 80126 Napoli, Italia
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Fujimoto K, Kishi S, Sakamoto T. Geometric Effect on the Photocrosslinking Reaction between 3-Cyanovinylcarbazole Nucleoside and Pyrimidine Base in DNA/RNA Heteroduplex. Photochem Photobiol 2013; 89:1095-9. [DOI: 10.1111/php.12118] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Accepted: 06/16/2013] [Indexed: 11/30/2022]
Affiliation(s)
| | - Satomi Kishi
- School of Materials Science; Japan Advanced Institute of Science and Technology; Nomi-shi; Japan
| | - Takashi Sakamoto
- School of Materials Science; Japan Advanced Institute of Science and Technology; Nomi-shi; Japan
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Ge J, Yu YT. RNA pseudouridylation: new insights into an old modification. Trends Biochem Sci 2013; 38:210-8. [PMID: 23391857 PMCID: PMC3608706 DOI: 10.1016/j.tibs.2013.01.002] [Citation(s) in RCA: 194] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Revised: 12/22/2012] [Accepted: 01/07/2013] [Indexed: 12/18/2022]
Abstract
Pseudouridine is the most abundant post-transcriptionally modified nucleotide in various stable RNAs of all organisms. Pseudouridine is derived from uridine via base-specific isomerization, resulting in an extra hydrogen-bond donor that distinguishes it from other nucleotides. In eukaryotes, uridine-to-pseudouridine isomerization is catalyzed primarily by box H/ACA RNPs, ribonucleoproteins that act as pseudouridylases. When introduced into RNA, pseudouridine contributes significantly to RNA-mediated cellular processes. It was recently discovered that pseudouridylation can be induced by stress, suggesting a regulatory role for pseudouridine. It has also been reported that pseudouridine can be artificially introduced into mRNA by box H/ACA RNPs and that such introduction can mediate nonsense-to-sense codon conversion, thus demonstrating a new means of generating coding or protein diversity.
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Affiliation(s)
- Junhui Ge
- Department of Biochemistry and Biophysics, Center for RNA Biology, University of Rochester Medical Center, 601 Elmwood Avenue, Rochester, NY 14642, USA
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Basturea GN. Research Methods for Detection and Quantitation of RNA Modifications. ACTA ACUST UNITED AC 2013. [DOI: 10.13070/mm.en.3.186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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