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Lanzillotti MB, Brodbelt JS. Nucleo-SAFARI: Automated Identification of Fragment Ions in Top-Down MS/MS Spectra of Nucleic Acids. Anal Chem 2024. [PMID: 39365982 DOI: 10.1021/acs.analchem.4c03201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2024]
Abstract
Recent progress in top-down mass spectrometry analysis of progressively larger nucleic acids has enabled in-depth characterization of intact, modified RNA molecules. Development of methods for desalting and MS/MS fragmentation allows rapid acquisition of high-quality top-down MS/MS spectra of nucleic acids up to 100 nt, which has spurred the need for development of software approaches to identify and validate nucleic acid fragment ions. We have implemented an R-based approach to aid in analysis of MS/MS spectra of nucleic acids based on fragment ions observed directly in the m/z domain. This program, entitled Shiny Application for Fragment Assignment by Relative Isotopes (Nucleo-SAFARI), utilizes the Shiny HTML framework for deployment of a user-friendly application for automated annotation of top-down MS/MS spectra of nucleic acids recorded on Orbitrap mass spectrometer platforms. This approach proceeds through in silico generation of fragment ions and their isotopic distributions, followed by algorithmic assessment of the experimental isotopic distributions. Nucleo-SAFARI is available for download at https://github.com/mblanzillotti/Nucleo-SAFARI.
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Affiliation(s)
- Michael B Lanzillotti
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712 United States
| | - Jennifer S Brodbelt
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712 United States
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2
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Herbert C, Valesyan S, Kist J, Limbach PA. Analysis of RNA and Its Modifications. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2024; 17:47-68. [PMID: 38594935 DOI: 10.1146/annurev-anchem-061622-125954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
Ribonucleic acids (RNAs) are key biomolecules responsible for the transmission of genetic information, the synthesis of proteins, and modulation of many biochemical processes. They are also often the key components of viruses. Synthetic RNAs or oligoribonucleotides are becoming more widely used as therapeutics. In many cases, RNAs will be chemically modified, either naturally via enzymatic systems within a cell or intentionally during their synthesis. Analytical methods to detect, sequence, identify, and quantify RNA and its modifications have demands that far exceed requirements found in the DNA realm. Two complementary platforms have demonstrated their value and utility for the characterization of RNA and its modifications: mass spectrometry and next-generation sequencing. This review highlights recent advances in both platforms, examines their relative strengths and weaknesses, and explores some alternative approaches that lie at the horizon.
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Affiliation(s)
- Cassandra Herbert
- Rieveschl Laboratories for Mass Spectrometry, Department of Chemistry, University of Cincinnati, Cincinnati, Ohio, USA;
| | - Satenik Valesyan
- Rieveschl Laboratories for Mass Spectrometry, Department of Chemistry, University of Cincinnati, Cincinnati, Ohio, USA;
| | - Jennifer Kist
- Rieveschl Laboratories for Mass Spectrometry, Department of Chemistry, University of Cincinnati, Cincinnati, Ohio, USA;
| | - Patrick A Limbach
- Rieveschl Laboratories for Mass Spectrometry, Department of Chemistry, University of Cincinnati, Cincinnati, Ohio, USA;
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3
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Chin S, Goyon A, Zhang K, Kurita KL. Middle-out sequence confirmation of CRISPR/Cas9 single guide RNA (sgRNA) using DNA primers and ribonuclease T1 digestion. Anal Bioanal Chem 2023; 415:2809-2818. [PMID: 37093234 DOI: 10.1007/s00216-023-04693-9] [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: 02/14/2023] [Revised: 03/29/2023] [Accepted: 04/06/2023] [Indexed: 04/25/2023]
Abstract
Accurate sequencing of single guide RNAs (sgRNAs) for CRISPR/Cas9 genome editing is critical for patient safety, as the sgRNA guides the Cas9 nuclease to target site-specific cleavages in DNA. An approach to fully sequence sgRNA using protective DNA primers followed by ribonuclease (RNase) T1 digestion was developed to facilitate the analysis of these larger molecules by hydrophilic interaction liquid chromatography coupled with high-resolution mass spectrometry (HILIC-HRMS). Without RNase digestion, top-down mass spectrometry alone struggles to properly fragment precursor ions in large RNA oligonucleotides to provide confidence in sequence coverage. With RNase T1 digestion of these larger oligonucleotides, however, bottom-up analysis cannot confirm full sequence coverage due to the presence of short, redundant digestion products. By combining primer protection with RNase T1 digestion, digestion products are large enough to prevent redundancy and small enough to provide base resolution by tandem mass spectrometry to allow for full sgRNA sequence coverage. An investigation into the general requirements for adequate primer protection of specific regions of the RNA was conducted, followed by the development of a generic protection and digestion strategy that may be applied to different sgRNA sequences. This middle-out technique has the potential to expedite accurate sequence confirmation of chemically modified sgRNA oligonucleotides.
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Affiliation(s)
- Steven Chin
- Department of Small Molecule Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Alexandre Goyon
- Department of Small Molecule Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Kelly Zhang
- Department of Small Molecule Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Kenji L Kurita
- Department of Small Molecule Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA, 94080, USA.
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4
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Gosset-Erard C, Didierjean M, Pansanel J, Lechner A, Wolff P, Kuhn L, Aubriet F, Leize-Wagner E, Chaimbault P, François YN. Nucleos'ID: A New Search Engine Enabling the Untargeted Identification of RNA Post-transcriptional Modifications from Tandem Mass Spectrometry Analyses of Nucleosides. Anal Chem 2023; 95:1608-1617. [PMID: 36598775 DOI: 10.1021/acs.analchem.2c04722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
As RNA post-transcriptional modifications are of growing interest, several methods were developed for their characterization. One of them established for their identification, at the nucleosidic level, is the hyphenation of separation methods, such as liquid chromatography or capillary electrophoresis, to tandem mass spectrometry. However, to our knowledge, no software is yet available for the untargeted identification of RNA post-transcriptional modifications from MS/MS data-dependent acquisitions. Thus, very long and tedious manual data interpretations are required. To meet the need of easier and faster data interpretation, a new user-friendly search engine, called Nucleos'ID, was developed for CE-MS/MS and LC-MS/MS users. Performances of this new software were evaluated on CE-MS/MS data from nucleoside analyses of already well-described Saccharomyces cerevisiae transfer RNA and Bos taurus total tRNA extract. All samples showed great true positive, true negative, and false discovery rates considering the database size containing all modified and unmodified nucleosides referenced in the literature. The true positive and true negative rates obtained were above 0.94, while the false discovery rates were between 0.09 and 0.17. To increase the level of sample complexity, untargeted identification of several RNA modifications from Pseudomonas aeruginosa 70S ribosome was achieved by the Nucleos'ID search following CE-MS/MS analysis.
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Affiliation(s)
- Clarisse Gosset-Erard
- Laboratoire de Spectrométrie de Masse des Interactions et des Systèmes (LSMIS), UMR 7140 (Unistra-CNRS), Université de Strasbourg, Strasbourg67000, France.,Université de Lorraine, LCP-A2MC, F-57000Metz, France
| | - Mévie Didierjean
- Laboratoire de Spectrométrie de Masse des Interactions et des Systèmes (LSMIS), UMR 7140 (Unistra-CNRS), Université de Strasbourg, Strasbourg67000, France
| | - Jérome Pansanel
- Université de Strasbourg, Institut Pluridisciplinaire Hubert Curien (IPHC), CNRS, UMR7178, Strasbourg67037, France
| | - Antony Lechner
- Architecture et Réactivité de l'ARN, Institut de Biologie Moléculaire et Cellulaire, CNRS UPR9002, Université de Strasbourg, Strasbourg67084, France
| | - Philippe Wolff
- Architecture et Réactivité de l'ARN, Institut de Biologie Moléculaire et Cellulaire, CNRS UPR9002, Université de Strasbourg, Strasbourg67084, France
| | - Lauriane Kuhn
- Plateforme Protéomique Strasbourg-Esplanade, Institut de Biologie Moléculaire et Cellulaire, FR1589 CNRS, CEDEX, Strasbourg67084, France
| | | | - Emmanuelle Leize-Wagner
- Laboratoire de Spectrométrie de Masse des Interactions et des Systèmes (LSMIS), UMR 7140 (Unistra-CNRS), Université de Strasbourg, Strasbourg67000, France
| | | | - Yannis-Nicolas François
- Laboratoire de Spectrométrie de Masse des Interactions et des Systèmes (LSMIS), UMR 7140 (Unistra-CNRS), Université de Strasbourg, Strasbourg67000, France
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5
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Ziemkiewicz K, Warminski M, Wojcik R, Kowalska J, Jemielity J. Quick Access to Nucleobase-Modified Phosphoramidites for the Synthesis of Oligoribonucleotides Containing Post-Transcriptional Modifications and Epitranscriptomic Marks. J Org Chem 2022; 87:10333-10348. [PMID: 35857285 PMCID: PMC9361293 DOI: 10.1021/acs.joc.2c01390] [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] [Indexed: 11/30/2022]
Abstract
![]()
Herein, we report a straightforward one-step procedure
for modifying N-nucleophilic groups in the nucleobases
of commercially
available nucleoside phosphoramidites. This method involves the deprotonation
of amide groups under phase-transfer conditions and subsequent reaction
with electrophilic molecules such as alkyl halides or organic isocyanates.
Using this approach, we obtained 10 different classes of modified
nucleoside phosphoramidites suitable for the synthesis of oligonucleotides,
including several noncanonical nucleotides found in natural RNA or
DNA (e.g., m6A, i6A, m1A, g6A, m3C, m4C, m3U, m1G,
and m2G). Such modification of nucleobases is a common
mechanism for post-transcriptional regulation of RNA stability and
translational activity in various organisms. To better understand
this process, relevant cellular recognition partners (e.g., proteins)
must be identified and characterized. However, this step has been
impeded by limited access to molecular tools containing such modified
nucleotides.
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Affiliation(s)
- Kamil Ziemkiewicz
- Centre of New Technologies, University of Warsaw, Banacha 2c, Warsaw 02-097, Poland
| | - Marcin Warminski
- Division of Biophysics, Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Pasteura 5, Warsaw 02-093, Poland
| | - Radoslaw Wojcik
- Centre of New Technologies, University of Warsaw, Banacha 2c, Warsaw 02-097, Poland
| | - Joanna Kowalska
- Division of Biophysics, Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Pasteura 5, Warsaw 02-093, Poland
| | - Jacek Jemielity
- Centre of New Technologies, University of Warsaw, Banacha 2c, Warsaw 02-097, Poland
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6
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Espadas G, Morales-Sanfrutos J, Medina R, Lucas MC, Novoa EM, Sabidó E. High-performance nano-flow liquid chromatography column combined with high- and low-collision energy data-independent acquisition enables targeted and discovery identification of modified ribonucleotides by mass spectrometry. J Chromatogr A 2022; 1665:462803. [PMID: 35042139 DOI: 10.1016/j.chroma.2022.462803] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/29/2021] [Accepted: 01/01/2022] [Indexed: 01/10/2023]
Abstract
Over 170 post-transcriptional RNA modifications have been described and are common in all kingdoms of life. These modifications range from methylation to complex chemical structures, with methylation being the most abundant. RNA modifications play a key role in RNA folding and function and their dysregulation in humans has been linked to several diseases such as cancer, metabolic diseases or neurological disorder. Nowadays, liquid chromatography-tandem mass spectrometry is considered the gold standard method for the identification and quantification of these modifications due to its sensitivity and accuracy. However, the analysis of modified ribonucleosides by mass spectrometry is complex due to the presence of positional isomers. In this scenario, optimal separation of these compounds by highly sensitive liquid chromatography combined with the generation of high-information spectra is critical to unequivocally identify them, especially in high-complex mixtures. Here we present an analytical method that comprises a new type of mixed-mode nano-flow liquid chromatography column combined with high- and low-collision energy data-independent mass spectrometric acquisition for the identification and quantitation of modified ribonucleosides. The method produces content-rich spectra and combines targeted and screening capabilities thus enabling the identification of a variety of modified nucleosides in biological matrices by single-shot liquid chromatographic analysis coupled to mass spectrometry.
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Affiliation(s)
- Guadalupe Espadas
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08003, Barcelona, Spain; Universitat Pompeu Fabra, 08003, Barcelona, Spain
| | - Julia Morales-Sanfrutos
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08003, Barcelona, Spain; Universitat Pompeu Fabra, 08003, Barcelona, Spain
| | - Rebeca Medina
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08003, Barcelona, Spain
| | - Morghan C Lucas
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08003, Barcelona, Spain; Universitat Pompeu Fabra, 08003, Barcelona, Spain
| | - Eva Maria Novoa
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08003, Barcelona, Spain; Universitat Pompeu Fabra, 08003, Barcelona, Spain
| | - Eduard Sabidó
- Center for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08003, Barcelona, Spain; Universitat Pompeu Fabra, 08003, Barcelona, Spain.
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7
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Yoluç Y, Ammann G, Barraud P, Jora M, Limbach PA, Motorin Y, Marchand V, Tisné C, Borland K, Kellner S. Instrumental analysis of RNA modifications. Crit Rev Biochem Mol Biol 2021; 56:178-204. [PMID: 33618598 DOI: 10.1080/10409238.2021.1887807] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Organisms from all domains of life invest a substantial amount of energy for the introduction of RNA modifications into nearly all transcripts studied to date. Instrumental analysis of RNA can focus on the modified residues and reveal the function of these epitranscriptomic marks. Here, we will review recent advances and breakthroughs achieved by NMR spectroscopy, sequencing, and mass spectrometry of the epitranscriptome.
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Affiliation(s)
- Yasemin Yoluç
- Department of Chemistry, Ludwig Maximilians University, Munich, Germany
| | - Gregor Ammann
- Department of Chemistry, Ludwig Maximilians University, Munich, Germany
| | - Pierre Barraud
- Expression génétique microbienne, UMR 8261, CNRS, Institut de biologie physico-chimique, IBPC, Université de Paris, Paris, France
| | - Manasses Jora
- Department of Chemistry, University of Cincinnati, Cincinnati, OH, USA
| | - Patrick A Limbach
- Department of Chemistry, University of Cincinnati, Cincinnati, OH, USA
| | - Yuri Motorin
- Université de Lorraine, CNRS, UMR7365 IMoPA, Nancy, France
| | - Virginie Marchand
- Université de Lorraine, CNRS, INSERM, Epitranscriptomics and RNA Sequencing Core facility, UM S2008, IBSLor, Nancy, France
| | - Carine Tisné
- Expression génétique microbienne, UMR 8261, CNRS, Institut de biologie physico-chimique, IBPC, Université de Paris, Paris, France
| | - Kayla Borland
- Department of Chemistry, Ludwig Maximilians University, Munich, Germany
| | - Stefanie Kellner
- Department of Chemistry, Ludwig Maximilians University, Munich, Germany.,Institute of Pharmaceutical Chemistry, Goethe-University, Frankfurt, Germany
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8
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Ruggieri A, Helm M, Chatel-Chaix L. An epigenetic 'extreme makeover': the methylation of flaviviral RNA (and beyond). RNA Biol 2021; 18:696-708. [PMID: 33356825 DOI: 10.1080/15476286.2020.1868150] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Beyond their high clinical relevance worldwide, flaviviruses (comprising dengue and Zika viruses) are of particular interest to understand the spatiotemporal control of RNA metabolism. Indeed, their positive single-stranded viral RNA genome (vRNA) undergoes in the cytoplasm replication, translation and encapsidation, three steps of the flavivirus life cycle that are coordinated through a fine-tuned equilibrium. Over the last years, RNA methylation has emerged as a powerful mechanism to regulate messenger RNA metabolism at the posttranscriptional level. Not surprisingly, flaviviruses exploit RNA epigenetic strategies to control crucial steps of their replication cycle as well as to evade sensing by the innate immune system. This review summarizes the current knowledge about vRNA methylation events and their impacts on flavivirus replication and pathogenesis. We also address the important challenges that the field of epitranscriptomics faces in reliably and accurately identifying RNA methylation sites, which should be considered in future studies on viral RNA modifications.
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Affiliation(s)
- Alessia Ruggieri
- Department of Infectious Diseases, Molecular Virology, Centre for Integrative Infectious Disease Research University of Heidelberg, Heidelberg, Germany
| | - Mark Helm
- Johannes Gutenberg-Universität Mainz, Institute of Pharmaceutical and Biomedical Sciences, Mainz, Germany
| | - Laurent Chatel-Chaix
- Institut National de la Recherche Scientifique, Centre Armand-Frappier Santé Biotechnologie, Laval, Québec, Canada
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9
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Kimura S, Srisuknimit V, Waldor MK. Probing the diversity and regulation of tRNA modifications. Curr Opin Microbiol 2020; 57:41-48. [PMID: 32663792 DOI: 10.1016/j.mib.2020.06.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/28/2020] [Accepted: 06/08/2020] [Indexed: 01/21/2023]
Abstract
Transfer RNAs (tRNAs) are non-coding RNAs essential for protein synthesis. tRNAs are heavily decorated with a variety of post-transcriptional modifications (tRNA modifications). Recent methodological advances provide new tools for rapid profiling of tRNA modifications and have led to discoveries of novel modifications and their regulation. Here, we provide an overview of the techniques for investigating tRNA modifications and of the expanding knowledge of their chemistry and regulation.
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Affiliation(s)
- Satoshi Kimura
- Division of Infectious Diseases, Brigham and Women's Hospital, United States; Department of Microbiology, Harvard Medical School, United States; Howard Hughes Medical Institute, United States.
| | - Veerasak Srisuknimit
- Division of Infectious Diseases, Brigham and Women's Hospital, United States; Department of Microbiology, Harvard Medical School, United States; Howard Hughes Medical Institute, United States
| | - Matthew K Waldor
- Division of Infectious Diseases, Brigham and Women's Hospital, United States; Department of Microbiology, Harvard Medical School, United States; Howard Hughes Medical Institute, United States.
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