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Deng L, Kumar J, Rose R, McIntyre W, Fabris D. Analyzing RNA posttranscriptional modifications to decipher the epitranscriptomic code. MASS SPECTROMETRY REVIEWS 2024; 43:5-38. [PMID: 36052666 DOI: 10.1002/mas.21798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 05/23/2022] [Accepted: 05/27/2022] [Indexed: 06/15/2023]
Abstract
The discovery of RNA silencing has revealed that non-protein-coding sequences (ncRNAs) can cover essential roles in regulatory networks and their malfunction may result in severe consequences on human health. These findings have prompted a general reassessment of the significance of RNA as a key player in cellular processes. This reassessment, however, will not be complete without a greater understanding of the distribution and function of the over 170 variants of the canonical ribonucleotides, which contribute to the breathtaking structural diversity of natural RNA. This review surveys the analytical approaches employed for the identification, characterization, and detection of RNA posttranscriptional modifications (rPTMs). The merits of analyzing individual units after exhaustive hydrolysis of the initial biopolymer are outlined together with those of identifying their position in the sequence of parent strands. Approaches based on next generation sequencing and mass spectrometry technologies are covered in depth to provide a comprehensive view of their respective merits. Deciphering the epitranscriptomic code will require not only mapping the location of rPTMs in the various classes of RNAs, but also assessing the variations of expression levels under different experimental conditions. The fact that no individual platform is currently capable of meeting all such demands implies that it will be essential to capitalize on complementary approaches to obtain the desired information. For this reason, the review strived to cover the broadest possible range of techniques to provide readers with the fundamental elements necessary to make informed choices and design the most effective possible strategy to accomplish the task at hand.
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Affiliation(s)
- L Deng
- Department of Chemistry, University of Connecticut, Storrs, Connecticut, USA
| | - J Kumar
- Department of Chemistry, University of Connecticut, Storrs, Connecticut, USA
| | - R Rose
- Department of Advanced Research Technologies, New York University Langone Health Center, New York, USA
| | - W McIntyre
- Department of Chemistry, University of Connecticut, Storrs, Connecticut, USA
| | - Daniele Fabris
- Department of Chemistry, University of Connecticut, Storrs, Connecticut, USA
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2
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Vanhinsbergh CJ, Criscuolo A, Sutton JN, Murphy K, Williamson AJK, Cook K, Dickman MJ. Characterization and Sequence Mapping of Large RNA and mRNA Therapeutics Using Mass Spectrometry. Anal Chem 2022; 94:7339-7349. [PMID: 35549087 PMCID: PMC9134182 DOI: 10.1021/acs.analchem.2c00765] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
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Large RNA including
mRNA (mRNA) has emerged as an important new
class of therapeutics. Recently, this has been demonstrated by two
highly efficacious vaccines based on mRNA sequences encoding for a
modified version of the SARS-CoV-2 spike protein. There is currently
significant demand for the development of new and improved analytical
methods for the characterization of large RNA including mRNA therapeutics.
In this study, we have developed an automated, high-throughput workflow
for the rapid characterization and direct sequence mapping of large
RNA and mRNA therapeutics. Partial RNase digestions using RNase T1
immobilized on magnetic particles were performed in conjunction with
high-resolution liquid chromatography–mass spectrometry analysis.
Sequence mapping was performed using automated oligoribonucleotide
annotation and identifications based on MS/MS spectra. Using this
approach, a >80% sequence of coverage of a range of large RNAs
and
mRNA therapeutics including the SARS-CoV-2 spike protein was obtained
in a single analysis. The analytical workflow, including automated
sample preparation, can be completed within 90 min. The ability to
rapidly identify, characterize, and sequence map large mRNA therapeutics
with high sequence coverage provides important information for identity
testing, sequence validation, and impurity analysis.
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Affiliation(s)
| | | | | | - Keeley Murphy
- ThermoFisher Scientific, San Jose, California 95134, United States
| | | | - Ken Cook
- ThermoFisher Scientific, Hemel Hempstead, Hertfordshire HP2 7GE, U.K
| | - Mark J Dickman
- Department of Chemical & Biological Engineering, University of Sheffield, Sheffield S1 3JD, U.K
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3
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Zhang N, Shi S, Yuan X, Ni W, Wang X, Yoo B, Jia TZ, Li W, Zhang S. A General LC-MS-Based Method for Direct and De Novo Sequencing of RNA Mixtures Containing both Canonical and Modified Nucleotides. Methods Mol Biol 2021; 2298:261-277. [PMID: 34085251 DOI: 10.1007/978-1-0716-1374-0_17] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Mass spectrometry (MS)-based sequencing has advantages in direct sequencing of RNA, compared to cDNA-based RNA sequencing methods, as it is completely independent of enzymes and base complementarity errors in sample preparation. In addition, it allows for sequencing of different RNA modifications in a single study, rather than just one specific modification type per study. However, many technical challenges remain in de novo MS sequencing of RNA, making it difficult to MS sequence mixed RNAs or to differentiate isomeric modifications such as pseudouridine (Ψ) from uridine (U). Our recent study incorporates a two-dimensional hydrophobic end labeling strategy into MS-based sequencing (2D-HELS MS Seq) to systematically address the current challenges in MS sequencing of RNA, making it possible to directly and de novo sequence purified single RNA and mixed RNA containing both canonical and modified nucleotides. Here, we describe the method to sequence representative single-RNA and mixed-RNA oligonucleotides, each with a different sequence and/or containing modified nucleotides such as Ψ and 5-methylcytosine (m5C), using 2D-HELS MS Seq.
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Affiliation(s)
- Ning Zhang
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY, USA
- Department of Chemical Engineering, Columbia University, New York, NY, USA
| | - Shundi Shi
- Department of Chemical Engineering, Columbia University, New York, NY, USA
| | - Xiaohong Yuan
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY, USA
| | - Wenhao Ni
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY, USA
| | - Xuanting Wang
- Department of Chemical Engineering, Columbia University, New York, NY, USA
| | - Barney Yoo
- Department of Chemistry, Hunter College, City University of New York, New York, NY, USA
| | - Tony Z Jia
- Earth-Life Science Institute, Tokyo Institute of Technology, Meguro-ku, Tokyo, Japan
- Blue Marble Space Institute of Science, Seattle, WA, USA
| | - Wenjia Li
- Department of Computer Science, New York Institute of Technology, New York, NY, USA
| | - Shenglong Zhang
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY, USA.
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4
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Zhang N, Shi S, Jia TZ, Ziegler A, Yoo B, Yuan X, Li W, Zhang S. A general LC-MS-based RNA sequencing method for direct analysis of multiple-base modifications in RNA mixtures. Nucleic Acids Res 2019; 47:e125. [PMID: 31504795 PMCID: PMC6847078 DOI: 10.1093/nar/gkz731] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 08/07/2019] [Accepted: 08/15/2019] [Indexed: 12/31/2022] Open
Abstract
A complete understanding of the structural and functional potential of RNA requires understanding of chemical modifications and non-canonical bases; this in turn requires advances in current sequencing methods to be able to sequence not only canonical ribonucleotides, but at the same time directly sequence these non-standard moieties. Here, we present the first direct and modification type-independent RNA sequencing method via introduction of a 2-dimensional hydrophobic end-labeling strategy into traditional mass spectrometry-based sequencing (2D HELS MS Seq) to allow de novo sequencing of RNA mixtures and enhance sample usage efficiency. Our method can directly read out the complete sequence, while identifying, locating, and quantifying base modifications accurately in both single and mixed RNA samples containing multiple different modifications at single-base resolution. Our method can also quantify stoichiometry/percentage of modified RNA versus its canonical counterpart RNA, simulating a real biological sample where modifications exist but may not be 100% at a particular site in the RNA. This method is a critical step towards fully sequencing real complex cellular RNA samples of any type and containing any modification type and can also be used in the quality control of modified therapeutic RNAs.
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Affiliation(s)
- Ning Zhang
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY 10023, USA
- Department of Chemical Engineering, Columbia University, New York, NY 10027, USA
| | - Shundi Shi
- Department of Chemical Engineering, Columbia University, New York, NY 10027, USA
| | - Tony Z Jia
- Earth-Life Science Institute, Tokyo Institute of Technology, Meguro-ku, Tokyo 152-8550, Japan
- Blue Marble Space Institute of Science, Seattle, WA 98154, USA
| | - Ashley Ziegler
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY 10023, USA
| | - Barney Yoo
- Department of Chemistry, Hunter College, City University of New York, New York, NY 10065, USA
| | - Xiaohong Yuan
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY 10023, USA
| | - Wenjia Li
- Department of Computer Science, New York Institute of Technology, New York, NY 10023, USA
| | - Shenglong Zhang
- Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY 10023, USA
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5
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Nwokeoji AO, Earll ME, Kilby PM, Portwood DE, Dickman MJ. High resolution fingerprinting of single and double-stranded RNA using ion-pair reverse-phase chromatography. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1104:212-219. [PMID: 30530113 PMCID: PMC6329874 DOI: 10.1016/j.jchromb.2018.11.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 11/23/2018] [Accepted: 11/27/2018] [Indexed: 02/07/2023]
Abstract
The emergence of new sustainable approaches for insect management using RNA interference (RNAi) based insecticides has created the demand for high throughput analytical techniques to fully characterise and accurately quantify double stranded RNA (dsRNA) prior to downstream RNAi applications. In this study we have developed a method for the rapid characterisation of single stranded and double stranded RNA using high resolution RNase mapping in conjunction with ion-pair reverse-phase chromatography utilising a column with superficially porous particles. The high resolution oligoribonucleotide map provides an important 'fingerprint' for identity testing and bioprocess monitoring. Reproducible RNA mapping chromatograms were generated from replicate analyses. Moreover, this approach was used to provide a method to rapidly distinguish different RNA sequences of the same size, based on differences in the resulting chromatograms. Principal components analysis of the high resolution RNA mapping data enabled us to rapidly compare multiple HPLC chromatograms and distinguish two dsRNA sequences of different size which share 72% sequence homology. We used the high resolution RNase mapping method to rapidly fingerprint biomanufactured dsRNA across a number of different batches. The resulting chromatograms in conjunction with principal components analysis demonstrated high similarity in the dsRNA produced across the different batches highlighting the potential ability of this method to provide information for batch release in a high throughput manner.
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Affiliation(s)
- Alison O Nwokeoji
- Department of Chemical and Biological Engineering, Mappin Street, University of Sheffield, S1 3JD, UK
| | - Mark E Earll
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Peter M Kilby
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - David E Portwood
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Mark J Dickman
- Department of Chemical and Biological Engineering, Mappin Street, University of Sheffield, S1 3JD, UK.
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6
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Novel ribonuclease activity of cusativin from Cucumis sativus for mapping nucleoside modifications in RNA. Anal Bioanal Chem 2017; 409:5645-5654. [PMID: 28730304 DOI: 10.1007/s00216-017-0500-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Revised: 06/14/2017] [Accepted: 06/27/2017] [Indexed: 01/05/2023]
Abstract
A recombinant ribonuclease, cusativin, was characterized for its cytidine-specific cleavage ability of RNA to map chemical modifications. Following purification of native cusativin protein as described before (Rojo et al. Planta 194:328, 17), partial amino acid sequencing was carried out to identify the corresponding protein coding gene in cucumber genome. Cloning and heterologous expression of the identified gene in Escherichia coli resulted in successful production of active protein as a C-terminal His-tag fusion protein. The ribonuclease activity and cleavage specificity of the fusion protein were confirmed with a variety of tRNA isoacceptors and total tRNA. Characterization of cusativin digestion products by ion-pairing reverse-phase liquid chromatography coupled with mass spectrometry (IP-RP-LC-MS) analysis revealed cleavage of CpA, CpG, and CpU phosphodiester bonds at the 3'-terminus of cytidine under optimal digestion conditions. Ribose methylation or acetylation of cytosine inhibited RNA cleavage. The CpC phosphodiester bond was also resistant to cusativin-mediated RNA cleavage; a feature to our knowledge has not been reported for other nucleobase-specific ribonucleases. Here, we demonstrate the analytical utility of such a novel feature for obtaining high-sequence coverage and accurate mapping of modified residues in substrate RNAs. Graphical abstract Cytidine-specific novel ribonuclease activity of cusativin.
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7
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Nwokeoji AO, Kung AW, Kilby PM, Portwood DE, Dickman MJ. Purification and characterisation of dsRNA using ion pair reverse phase chromatography and mass spectrometry. J Chromatogr A 2016; 1484:14-25. [PMID: 28088361 PMCID: PMC5267946 DOI: 10.1016/j.chroma.2016.12.062] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 12/14/2016] [Accepted: 12/20/2016] [Indexed: 12/03/2022]
Abstract
rapid purification of dsRNA in a single step protocol. high throughput purification and analysis of a wide range of dsRNAs. developed IP RP HPLC for the rapid, high resolution analysis of the dsRNA. developed a novel method utilising RNase T1 for RNase mass mapping of dsRNA.
RNA interference has provided valuable insight into a wide range of biological systems and is a powerful tool for the analysis of gene function. The exploitation of this pathway to block the expression of specific gene targets holds considerable promise for the development of novel RNAi-based insect management strategies. In addition, there are a wide number of future potential applications of RNAi to control agricultural insect pests as well as its use for prevention of diseases in beneficial insects. The potential to synthesise large quantities of dsRNA by in-vitro transcription or in bacterial systems for RNA interference applications has generated significant demand for the development and application of high throughput analytical tools for the rapid extraction, purification and analysis of dsRNA. Here we have developed analytical methods that enable the rapid purification of dsRNA from associated impurities from bacterial cells in conjunction with downstream analyses. We have optimised TRIzol extractions in conjunction with a single step protocol to remove contaminating DNA and ssRNA, using RNase T1/DNase I digestion under high-salt conditions in combination with solid phase extraction to purify the dsRNA. In addition, we have utilised and developed IP RP HPLC for the rapid, high resolution analysis of the dsRNA. Furthermore, we have optimised base-specific cleavage of dsRNA by RNase A and developed a novel method utilising RNase T1 for RNase mass mapping approaches to further characterise the dsRNA using liquid chromatography interfaced with mass spectrometry.
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Affiliation(s)
- Alison O Nwokeoji
- Department of Chemical and Biological Engineering, ChELSI Institute, Mappin Street, University of Sheffield, S1 3JD, UK
| | - An-Wen Kung
- Department of Chemical and Biological Engineering, ChELSI Institute, Mappin Street, University of Sheffield, S1 3JD, UK
| | - Peter M Kilby
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berkshire, RG42 6EY, UK
| | - David E Portwood
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berkshire, RG42 6EY, UK
| | - Mark J Dickman
- Department of Chemical and Biological Engineering, ChELSI Institute, Mappin Street, University of Sheffield, S1 3JD, UK.
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8
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Riml C, Glasner H, Rodgers MT, Micura R, Breuker K. On the mechanism of RNA phosphodiester backbone cleavage in the absence of solvent. Nucleic Acids Res 2015; 43:5171-81. [PMID: 25904631 PMCID: PMC4446422 DOI: 10.1093/nar/gkv288] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Accepted: 03/24/2015] [Indexed: 12/18/2022] Open
Abstract
Ribonucleic acid (RNA) modifications play an important role in the regulation of gene expression and the development of RNA-based therapeutics, but their identification, localization and relative quantitation by conventional biochemical methods can be quite challenging. As a promising alternative, mass spectrometry (MS) based approaches that involve RNA dissociation in ‘top-down’ strategies are currently being developed. For this purpose, it is essential to understand the dissociation mechanisms of unmodified and posttranscriptionally or synthetically modified RNA. Here, we have studied the effect of select nucleobase, ribose and backbone modifications on phosphodiester bond cleavage in collisionally activated dissociation (CAD) of positively and negatively charged RNA. We found that CAD of RNA is a stepwise reaction that is facilitated by, but does not require, the presence of positive charge. Preferred backbone cleavage next to adenosine and guanosine in CAD of (M+nH)n+ and (M−nH)n− ions, respectively, is based on hydrogen bonding between nucleobase and phosphodiester moieties. Moreover, CAD of RNA involves an intermediate that is sufficiently stable to survive extension of the RNA structure and intramolecular proton redistribution according to simple Coulombic repulsion prior to backbone cleavage into c and y ions from phosphodiester bond cleavage.
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Affiliation(s)
- Christian Riml
- Institute of Organic Chemistry and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, 6020 Innsbruck, Austria
| | - Heidelinde Glasner
- Institute of Organic Chemistry and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, 6020 Innsbruck, Austria
| | - M T Rodgers
- Department of Chemistry, Wayne State University, 5101 Cass Avenue, Detroit, MI 48202-3489, United States
| | - Ronald Micura
- Institute of Organic Chemistry and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, 6020 Innsbruck, Austria
| | - Kathrin Breuker
- Institute of Organic Chemistry and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80-82, 6020 Innsbruck, Austria
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9
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Gao X, Sugrue RJ, Tan BH, Tang K. Screening of influenza mutations using base-specific cleavage and MALDI mass spectrometry. Clin Chim Acta 2012; 420:89-93. [PMID: 23078853 DOI: 10.1016/j.cca.2012.10.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2012] [Accepted: 10/09/2012] [Indexed: 11/15/2022]
Abstract
BACKGROUND The hemagglutinin (HA) and neuraminidase (NA) genes encode surface glycoproteins of influenza virus. These two proteins are involved in pathogenicity and are the primary targets of the immune system. Mutations in the HA and NA genes can result in antigenic drift in an influenza viral strain. A comparative sequencing method using MALDI MS combined with base-specific cleavage has been applied for the surveillance of these viral mutations. This approach shows advantages in high throughput and efficiency than the traditional direct sequencing methods in targeted sequence analysis. METHODS Base-specific cleavage assay with RNAse A was combined with MALDI-MS for the analysis of the HA and NA genes of 2 influenza viral strains. The mass peak patterns from the spectra were compared with the in silico digest result of reference gene sequences from the database to achieve comparative sequencing and screening of novel mutations. RESULTS The HA and NA genes of two influenza lab strains were comparatively sequenced using the base-specific cleavage and MALDI-MS approach. Mutations could be exactly identified if more than one observation (mass peak changes) were detected in the spectrum. Mutations with only one observation could be located in a small area for further validation. CONCLUSIONS We showed a proof of a principle that base-specific combined with MALDI-MS comparative sequencing approach can be utilized for targeted sequence analysis and potentially rapid and cost effective screening of emerging viral mutations.
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Affiliation(s)
- Xiang Gao
- Division of Chemical Biology and Biotechnology, School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
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10
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Mauger F, Bauer K, Semhoun J, Myers TW, Gelfand DH, Gut IG. Ribo-polymerase chain reaction--a facile method for the preparation of chimeric RNA/DNA applied to DNA sequencing. Hum Mutat 2012; 33:1010-5. [PMID: 22354560 DOI: 10.1002/humu.22061] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Accepted: 02/14/2012] [Indexed: 11/06/2022]
Abstract
We describe ribo-polymerase chain reaction (PCR), a method for the preparation of chimeric RNA/DNA. The RNA/DNA chimeric nucleic acids are generated directly from genomic DNA starting templates with two locus-specific primers, three nucleotides in their deoxy form and the fourth in its ribo form, a DNA polymerase capable of incorporating ribo bases, a suitable buffer, and thermal cycling. We have applied ribo-PCR to resequence DNA by directly fragmenting the RNA/DNA chimeras with alkali and analyzing the fragments by mass spectrometry (MS). Mass fingerprint is used to identify deviations from the reference sequence. This method readily detects homozygous sequence deviations as well as heterozygous positions directly from genomic DNA samples. With the high-throughput capability of MS, this facile method is well suited for screening DNA sequences of limited regions of the genome in a large number of individuals. It can also be used to sequence multiple distant genomic loci in a single reaction. This novel ribo-PCR resequencing protocol was applied to different genomic loci involving nitric oxide synthase 1 (NOS1) and H19 in 30 individuals and SLCO1B1 in 95 individuals.
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Affiliation(s)
- Florence Mauger
- CEA/Institut de Génomique/Centre National de Génotypage, Evry Cedex, France
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11
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Waghmare SP, Dickman MJ. Characterization and quantification of RNA post-transcriptional modifications using stable isotope labeling of RNA in conjunction with mass spectrometry analysis. Anal Chem 2011; 83:4894-901. [PMID: 21539333 DOI: 10.1021/ac200547y] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Mass spectrometry has emerged as an increasingly powerful tool for the identification and characterization of nucleic acids, in particular RNA post-transcriptional modifications. High mass accuracy instrumentation is often required to discriminate between compositional isomers of oligonucleotides. We have used stable isotope labeling ((15)N) of E. coli RNA in conjunction with mass spectrometry analysis of the combined heavy- and light-labeled RNA for the identification and quantification of oligoribonucleotides and post-transcriptional modifications. The number of nitrogen atoms in the oligoribonucleotide and fragment ions can readily be determined using this approach, enabling the discrimination between potential compositional isomers without the requirement of high mass accuracy mass spectrometers. In addition, the identification of specific fragment ions in both the unlabeled and labeled oligoribonucleotides can be used to gain further confidence in the assignment of RNA post-transcriptional modifications. Using this approach we have identified a range of post-transcriptional modifications of E. coli 16S rRNA. Furthermore, this method facilitates the rapid and accurate quantification of oligoribonucleotides, including cyclic phosphate intermediates and missed cleavages often generated from RNase digestions.
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Affiliation(s)
- Sakharam P Waghmare
- Department of Chemical and Biological Engineering, ChELSI Institute, University of Sheffield, Mappin Street, Sheffield, S3 1JD, UK
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12
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Peter JF, Otto AM. Magnetic particles as powerful purification tool for high sensitive mass spectrometric screening procedures. Proteomics 2010; 10:628-33. [PMID: 20099258 DOI: 10.1002/pmic.200900535] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The effective isolation and purification of proteins from biological fluids is the most crucial step for a successful protein analysis when only minute amounts are available. While conventional purification methods such as dialysis, ultrafiltration or protein precipitation often lead to a marked loss of protein, SPE with small-sized particles is a powerful alternative. The implementation of particles with superparamagnetic cores facilitates the handling of those particles and allows the application of particles in the nanometer to low micrometer range. Due to the small diameters, magnetic particles are advantageous for increasing sensitivity when using subsequent MS analysis or gel electrophoresis. In the last years, different types of magnetic particles were developed for specific protein purification purposes followed by analysis or screening procedures using MS or SDS gel electrophoresis. In this review, the use of magnetic particles for different applications, such as, the extraction and analysis of DNA/RNA, peptides and proteins, is described.
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13
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Fabris D, Yu ET. Elucidating the higher-order structure of biopolymers by structural probing and mass spectrometry: MS3D. JOURNAL OF MASS SPECTROMETRY : JMS 2010; 45:841-60. [PMID: 20648672 PMCID: PMC3432860 DOI: 10.1002/jms.1762] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Chemical probing represents a very versatile alternative for studying the structure and dynamics of substrates that are intractable by established high-resolution techniques. The implementation of MS-based strategies for the characterization of probing products has not only extended the range of applicability to virtually all types of biopolymers but has also paved the way for the introduction of new reagents that would not have been viable with traditional analytical platforms. As the availability of probing data is steadily increasing on the wings of the development of dedicated interpretation aids, powerful computational approaches have been explored to enable the effective utilization of such information to generate valid molecular models. This combination of factors has contributed to making the possibility of obtaining actual 3D structures by MS-based technologies (MS3D) a reality. Although approaches for achieving structure determination of unknown targets or assessing the dynamics of known structures may share similar reagents and development trajectories, they clearly involve distinctive experimental strategies, analytical concerns and interpretation paradigms. This Perspective offers a commentary on methods aimed at obtaining distance constraints for the modeling of full-fledged structures while highlighting common elements, salient distinctions and complementary capabilities exhibited by methods used in dynamics studies. We discuss critical factors to be addressed for completing effective structural determinations and expose possible pitfalls of chemical methods. We survey programs developed for facilitating the interpretation of experimental data and discuss possible computational strategies for translating sparse spatial constraints into all-atom models. Examples are provided to illustrate how the concerted application of very diverse probing techniques can lead to the solution of actual biological systems.
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Affiliation(s)
- Daniele Fabris
- Department of Chemistry and Biochemistry, University of Maryland Baltimore County, Baltimore, MD, USA.
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14
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Bahr U, Aygün H, Karas M. Sequencing of single and double stranded RNA oligonucleotides by acid hydrolysis and MALDI mass spectrometry. Anal Chem 2009; 81:3173-9. [PMID: 19296685 DOI: 10.1021/ac900100x] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Treatment of RNA oligonucleotides with strong acids at pH 1-2 rapidly leads to hydrolysis of the phosphodiester bonds at the 5'-position of ribose. Analysis of the resulting degradation products by MALDI coupled to an Orbitrap high resolution mass spectrometer shows almost complete mass ladders from both sides of the nucleotides without interfering fragments from base losses or internal fragments. From the mass differences between adjacent peaks of a mass ladder, the sequence can be determined. Low cleavage efficiency at the termini leads to 2mers and 3mers which can be identified by MS/MS. In this way the complete sequences of different siRNA 21mer single and double strands could be verified. This simple and fast method can be applied for controlling sequences of synthetic oligomers, as well as for de-novo sequencing. Moreover, the method is applicable for localization and identification of RNA modifications as demonstrated using the examples of an oligonucleotide with phosphorothioate backbone and of one containing 2'-methoxy-ribose modifications.
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Affiliation(s)
- Ute Bahr
- Cluster of Excellence Macromolecular Complexes, Institute of Pharmaceutical Chemistry, University of Frankfurt, 60438 Frankfurt, Germany.
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15
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Matthiesen R, Kirpekar F. Identification of RNA molecules by specific enzyme digestion and mass spectrometry: software for and implementation of RNA mass mapping. Nucleic Acids Res 2009; 37:e48. [PMID: 19264806 PMCID: PMC2665245 DOI: 10.1093/nar/gkp139] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The idea of identifying or characterizing an RNA molecule based on a mass spectrum of specifically generated RNA fragments has been used in various forms for well over a decade. We have developed software—named RRM for ‘RNA mass mapping’—which can search whole prokaryotic genomes or RNA FASTA sequence databases to identify the origin of a given RNA based on a mass spectrum of RNA fragments. As input, the program uses the masses of specific RNase cleavage of the RNA under investigation. RNase T1 digestion is used here as a demonstration of the usability of the method for RNA identification. The concept for identification is that the masses of the digestion products constitute a specific fingerprint, which characterize the given RNA. The search algorithm is based on the same principles as those used in peptide mass fingerprinting, but has here been extended to work for both RNA sequence databases and for genome searches. A simple and powerful probability model for ranking RNA matches is proposed. We demonstrate viability of the entire setup by identifying the DNA template of a series of RNAs of biological and of in vitro transcriptional origin in complete microbial genomes and by identifying authentic 16S ribosomal RNAs in a ‘small ribosomal subunit RNA’ database. Thus, we present a new tool for a rapid identification of unknown RNAs using only a few picomoles of starting material.
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Affiliation(s)
- Rune Matthiesen
- Population Genetics-Instituto de Patologia e Imunologia Molecular da Universidad do Porto, Porto, Portugal.
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Fenyö D, Beavis RC. Informatics development: challenges and solutions for MALDI mass spectrometry. MASS SPECTROMETRY REVIEWS 2008; 27:1-19. [PMID: 17979143 DOI: 10.1002/mas.20152] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) has been successfully applied to elucidating biological questions trough the analysis of proteins, peptides, and nucleic acids. Here, we review the different approaches for analyzing the data that is generated by MALDI-MS. The first step in the analysis is the processing of the raw data to find peaks that correspond to the analytes. The peaks are characterized by their areas (or heights) and their centroids. The peak area can be used as a measure of the quantity of the analyte, and the centroid can be used to determine the mass of the analyte. The masses are then compared to models of the analyte, and these models are ranked according to how well they fit the data and their significance is calculated. This allows the determination of the identity (sequence and modifications) of the analytes. We show how this general data analysis workflow is applied to protein and nucleic acid chemistry as well as proteomics.
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Affiliation(s)
- David Fenyö
- The Rockefeller University, 1230 York Avenue, New York, NY 10065, USA.
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van den Boom D, Ehrich M. Discovery and identification of sequence polymorphisms and mutations with MALDI-TOF MS. Methods Mol Biol 2007; 366:287-306. [PMID: 17568131 DOI: 10.1007/978-1-59745-030-0_16] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
Matrix-assisted laser desorption ionization (MALDI) time-of-flight (TOF) mass spectrometry (MS) has become a widely used technology for the detection of nucleic acids. In this chapter we introduce its use for the discovery of novel sequence polymorphisms and the identification of known DNA changes. We first provide a brief overview about MALDI-TOF MS analysis of nucleic acids. We then elucidate the concept of base-specific cleavage and its use for the discovery of sequence polymorphisms. We also introduce the use of primer extension assays for the classification of known genomic alterations. Finally, we provide a detailed protocol for the implementation of both methods for practical use in a high-throughput setting.
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Mauger F, Bauer K, Calloway CD, Semhoun J, Nishimoto T, Myers TW, Gelfand DH, Gut IG. DNA sequencing by MALDI-TOF MS using alkali cleavage of RNA/DNA chimeras. Nucleic Acids Res 2007; 35:e62. [PMID: 17426131 PMCID: PMC1885642 DOI: 10.1093/nar/gkm056] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Approaches developed for sequencing DNA with detection by mass spectrometry use strategies that deviate from the Sanger-type methods. Procedures demonstrated so far used the sequence specificity of RNA endonucleases, as unfortunately equivalent enzymes for DNA do not exist and therefore require transcription of DNA into RNA prior to fragmentation. We have developed a novel, rapid and accurate concept for DNA sequencing using mass spectrometry and RNA/DNA chimeras and applied it to sequence mitochondrial DNA. Our method is based on the preparation of a chimeric RNA/DNA with a DNA polymerase that also incorporates ribonucleotides. Sequencing is carried out with one ribonucleotide (ATP, CTP or GTP) and the other three nucleotides in their deoxyribo-form. The product is treated with alkali, which cleaves 3' of all ribonucleotides to form a terminal 3' phosphate. Conditions have been streamlined so that molecular, biological and alkali cleavage conditions are compatible with matrix-assisted laser desorption/ionization time-of-flight (MALDI) mass spectrometric analysis. Fragment analysis by MALDI MS provides a sequence-specific fingerprint, which allows the identification of differences between a reference and another sequence. Due to the mass profile, the position and kind of the mutation can be assigned. These differences between signatures are indicative of known, unidentified, rare and private mutations. This novel DNA sequencing protocol was applied to sequence the hypervariable region 1 (HV1) of mitochondrial DNA in 22 individuals.
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Affiliation(s)
- Florence Mauger
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - Keith Bauer
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - Cassandra D. Calloway
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - Jérémy Semhoun
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - Tetsuya Nishimoto
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - Thomas W. Myers
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - David H. Gelfand
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
| | - Ivo G. Gut
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France and Roche Molecular Systems Inc., 1145 Atlantic Avenue, Alameda, California 94501, USA
- *To whom correspondence should be addressed +33 160 87 84 00+33 160 87 83 83
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19
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Hölzl G, Oberacher H, Pitsch S, Stutz A, Huber CG. Analysis of biological and synthetic ribonucleic acids by liquid chromatography-mass spectrometry using monolithic capillary columns. Anal Chem 2007; 77:673-80. [PMID: 15649070 DOI: 10.1021/ac0487395] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Ion-pair reversed-phase high-performance liquid chromatography (IP-RP-HPLC) has been evaluated as a method for the fractionation and desalting of ribonucleic acids prior to their characterization by electrospray ionization mass spectrometry. Monolithic, poly(styrene-divinylbenzene)-based capillary columns allowed the rapid and highly efficient fractionation of both synthetic and biological ribonucleic acids. The common problem of gas-phase cation adduction that is particularly prevalent in the mass spectrometric analysis of ribonucleic acids was tackled through a combination of chromatographic purification and the addition of ethylenediaminetetraacetic acid to the sample at a concentration of 25 mmol/L shortly before on-line analysis. For RNA molecules ranging in size from 10 to 120 nucleotides, the mass accuracies were typically better than 0.02%, which allowed the characterization and identification of failure sequences and byproducts with high confidence. Following injection of a 500 nL sample onto a 60 x 0.2 mm column, the limit of detection for a 120-nucleotide ribosomal RNA transcript from Escherichia coli was in the 50-80 fmol range. The method was applied to the analysis of synthetic oligoribonucleotides, transfer RNAs, and ribosomal RNA. Finally, sequence information was derived for low picomole amounts of a 32-mer RNA upon chromatographic purification and tandem mass spectrometric investigation in an ion trap mass spectrometer. Complete series of fragment ions of the c- and y-types could be assigned in the tandem mass spectrum. In conclusion, IP-RP-HPLC using monolithic capillary columns represents a very useful tool for the structural investigation and quantitative determination of RNAs of synthetic and biological origin.
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MESH Headings
- Chelating Agents/pharmacology
- Chromatography, High Pressure Liquid/instrumentation
- Chromatography, High Pressure Liquid/methods
- Oligoribonucleotides/analysis
- Quality Control
- RNA/analysis
- RNA, Bacterial/analysis
- RNA, Ribosomal/analysis
- RNA, Transfer/analysis
- RNA, Transfer, Amino Acyl/chemical synthesis
- Spectrometry, Mass, Electrospray Ionization/instrumentation
- Spectrometry, Mass, Electrospray Ionization/methods
- Tandem Mass Spectrometry/instrumentation
- Tandem Mass Spectrometry/methods
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Affiliation(s)
- Georg Hölzl
- Institute of Analytical Chemistry and Radiochemistry, Leopold-Franzens-University, Innrain 52a, and Institue of Legal Medicine, Innsbruck Medical University, Müllerstrasse 44, A-6020 Innsbruck, Austria
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Thompson A, Prescott M, Chelebi N, Smith J, Brown T, Schmidt G. Electrospray ionisation-cleavable tandem nucleic acid mass tag-peptide nucleic acid conjugates: synthesis and applications to quantitative genomic analysis using electrospray ionisation-MS/MS. Nucleic Acids Res 2007; 35:e28. [PMID: 17259215 PMCID: PMC1994780 DOI: 10.1093/nar/gkl1123] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The synthesis and characterization of isotopomer tandem nucleic acid mass tag-peptide nucleic acid (TNT-PNA) conjugates is described along with their use as electrospray ionisation-cleavable (ESI-Cleavable) hybridization probes for the detection and quantification of target DNA sequences by electrospray ionisation tandem mass spectrometry (ESI-MS/MS). ESI-cleavable peptide TNT isotopomers were introduced into PNA oligonucleotide sequences in a total synthesis approach. These conjugates were evaluated as hybridization probes for the detection and quantification of immobilized synthetic target DNAs using ESI-MS/MS. In these experiments, the PNA portion of the conjugate acts as a hybridization probe, whereas the peptide TNT is released in a collision-based process during the ionization of the probe conjugate in the electrospray ion source. The cleaved TNT acts as a uniquely resolvable marker to identify and quantify a unique target DNA sequence. The method should be applicable to a wide variety of assays requiring highly multiplexed, quantitative DNA/RNA analysis, including gene expression monitoring, genetic profiling and the detection of pathogens.
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Affiliation(s)
- Andrew Thompson
- Trillion Genomics Ltd, Babraham Research Campus, Babraham, Cambridge CB2 4AT, UK, Biosciences Building, Crown Street, School of Biological Sciences, University of Liverpool, Liverpool L69 3BX, and School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK
- *To whom correspondence should be addressed. Tel: + 44(0) 1223 362541; Fax: + 44(0) 8700 940151; E-mail:
| | - Mark Prescott
- Trillion Genomics Ltd, Babraham Research Campus, Babraham, Cambridge CB2 4AT, UK, Biosciences Building, Crown Street, School of Biological Sciences, University of Liverpool, Liverpool L69 3BX, and School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK
| | - Noorhan Chelebi
- Trillion Genomics Ltd, Babraham Research Campus, Babraham, Cambridge CB2 4AT, UK, Biosciences Building, Crown Street, School of Biological Sciences, University of Liverpool, Liverpool L69 3BX, and School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK
| | - John Smith
- Trillion Genomics Ltd, Babraham Research Campus, Babraham, Cambridge CB2 4AT, UK, Biosciences Building, Crown Street, School of Biological Sciences, University of Liverpool, Liverpool L69 3BX, and School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK
| | - Tom Brown
- Trillion Genomics Ltd, Babraham Research Campus, Babraham, Cambridge CB2 4AT, UK, Biosciences Building, Crown Street, School of Biological Sciences, University of Liverpool, Liverpool L69 3BX, and School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK
| | - Günter Schmidt
- Trillion Genomics Ltd, Babraham Research Campus, Babraham, Cambridge CB2 4AT, UK, Biosciences Building, Crown Street, School of Biological Sciences, University of Liverpool, Liverpool L69 3BX, and School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, UK
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Fu Y, Xu S, Pan C, Ye M, Zou H, Guo B. A matrix of 3,4-diaminobenzophenone for the analysis of oligonucleotides by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Nucleic Acids Res 2006; 34:e94. [PMID: 16885235 PMCID: PMC1540732 DOI: 10.1093/nar/gkl509] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2006] [Revised: 07/01/2006] [Accepted: 07/03/2006] [Indexed: 12/04/2022] Open
Abstract
A new matrix of 3,4-diaminobenzophenone (DABP) was demonstrated to be advantageous in the analysis of oligonucleotides by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. With DABP as a matrix, intact oligonucleotide ions can be readily produced with lower laser powers, resulting in better detection limits, less fragmentation and fewer alkali metal ion adducts compared with the results obtained with conventional matrices. Importantly, minimal fragmentation and fewer alkali metal ion adducts were seen even at low concentrations of oligonucleotides. It was also found that samples prepared with DABP are highly homogenous and therefore reducing the need for finding 'sweet' spots in MALDI. In addition, excellent shot-to-shot reproducibility, resolution and signal-to-noise ratio were seen with DABP as the matrix.
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Affiliation(s)
- Yu Fu
- National Chromatographic R&A Center, Dalian Institute of Chemical Physics, The Chinese Academy of SciencesDalian 116023, China
- Department of Chemistry, Cleveland State UniversityCleveland, OH 44115, USA
| | - Songyun Xu
- National Chromatographic R&A Center, Dalian Institute of Chemical Physics, The Chinese Academy of SciencesDalian 116023, China
- Department of Chemistry, Cleveland State UniversityCleveland, OH 44115, USA
| | - Chensong Pan
- National Chromatographic R&A Center, Dalian Institute of Chemical Physics, The Chinese Academy of SciencesDalian 116023, China
- Department of Chemistry, Cleveland State UniversityCleveland, OH 44115, USA
| | - Mingliang Ye
- National Chromatographic R&A Center, Dalian Institute of Chemical Physics, The Chinese Academy of SciencesDalian 116023, China
- Department of Chemistry, Cleveland State UniversityCleveland, OH 44115, USA
| | - Hanfa Zou
- To whom correspondence should be addressed. Tel: +86 411 843 79610; Fax: +86 411 843 79620;
| | - Baochuan Guo
- Department of Chemistry, Cleveland State UniversityCleveland, OH 44115, USA
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22
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Tost J, Gut IG. DNA analysis by mass spectrometry-past, present and future. JOURNAL OF MASS SPECTROMETRY : JMS 2006; 41:981-95. [PMID: 16921576 DOI: 10.1002/jms.1096] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The analysis of deoxyribose nucleic acid (DNA) by mass spectrometry (MS) has evolved to where it can be used to analyze most known types of DNA and ribose nucleic acid (RNA) situations. It can efficiently deal with the analysis of DNA polymorphisms, sequences, haplotypes, human leukocyte antigen (HLA) typing, DNA methylation and RNA expression. Implementations of MS for these forms of DNA analyses are reviewed. The use of DNA analysis by MS is compared with competing technologies. Finally, an overview is given of worthwhile applications where the know-how gained so far could be used for future developments.
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Affiliation(s)
- Jörg Tost
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, CP 5721, 91057 Evry Cedex, France
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Jackson GW, McNichols RJ, Fox GE, Willson RC. Bacterial genotyping by 16S rRNA mass cataloging. BMC Bioinformatics 2006; 7:321. [PMID: 16796754 PMCID: PMC1522025 DOI: 10.1186/1471-2105-7-321] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2006] [Accepted: 06/23/2006] [Indexed: 11/29/2022] Open
Abstract
Background It has recently been demonstrated that organism identifications can be recovered from mass spectra using various methods including base-specific fragmentation of nucleic acids. Because mass spectrometry is extremely rapid and widely available such techniques offer significant advantages in some applications. A key element in favor of mass spectrometric analysis of RNA fragmentation patterns is that a reference database for analysis of the results can be generated from sequence information. In contrast to hybridization approaches, the genetic affinity of any unknown isolate can in principle be determined within the context of all previously sequenced 16S rRNAs without prior knowledge of what the organism is. In contrast to the original RNase T1 cataloging method, when digestion products are analyzed by mass spectrometry, products with the same base composition cannot be distinguished. Hence, it is possible that organisms that are not closely related (having different underlying sequences) might be falsely identified by mass spectral coincidence. We present a convenient spectral coincidence function for expressing the degree of similarity (or distance) between any two mass-spectra. Trees constructed using this function are consistent with those produced by direct comparison of primary sequences, demonstrating that the inherent degeneracy in mass spectrometric analysis of RNA fragments does not preclude correct organism identification. Results Neighbor-joining trees for important bacterial pathogens were generated using distances based on mass spectrometric observables and the spectral coincidence function. These trees demonstrate that most pathogens will be readily distinguished using mass spectrometric analyses of RNA digestion products. A more detailed, genus-level analysis of pathogens and near relatives was also performed, and it was found that assignments of genetic affinity were consistent with those obtained by direct sequence comparisons. Finally, typical values of the coincidence between organisms were also examined with regard to phylogenetic level and sequence variability. Conclusion Cluster analysis based on comparison of mass spectrometric observables using the spectral coincidence function is an extremely useful tool for determining the genetic affinity of an unknown bacterium. Additionally, fragmentation patterns can determine within hours if an unknown isolate is potentially a known pathogen among thousands of possible organisms, and if so, which one.
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Affiliation(s)
- George W Jackson
- BioTex, Inc. 8058 El Rio St. Houston, TX 77054, USA
- Department of Chemical Engineering, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-4004, USA
| | | | - George E Fox
- Department of Chemical Engineering, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-4004, USA
- Department of Biology and Biochemistry, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-5001, USA
| | - Richard C Willson
- Department of Chemical Engineering, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-4004, USA
- Department of Biology and Biochemistry, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-5001, USA
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Zhang Z, Jackson GW, Fox GE, Willson RC. Microbial identification by mass cataloging. BMC Bioinformatics 2006; 7:117. [PMID: 16524471 PMCID: PMC1488874 DOI: 10.1186/1471-2105-7-117] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2005] [Accepted: 03/08/2006] [Indexed: 01/23/2023] Open
Abstract
Background The public availability of over 180,000 bacterial 16S ribosomal RNA (rRNA) sequences has facilitated microbial identification and classification using hybridization and other molecular approaches. In their usual format, such assays are based on the presence of unique subsequences in the target RNA and require a prior knowledge of what organisms are likely to be in a sample. They are thus limited in generality when analyzing an unknown sample. Herein, we demonstrate the utility of catalogs of masses to characterize the bacterial 16S rRNA(s) in any sample. Sample nucleic acids are digested with a nuclease of known specificity and the products characterized using mass spectrometry. The resulting catalogs of masses can subsequently be compared to the masses known to occur in previously-sequenced 16S rRNAs allowing organism identification. Alternatively, if the organism is not in the existing database, it will still be possible to determine its genetic affinity relative to the known organisms. Results Ribonuclease T1 and ribonuclease A digestion patterns were calculated for 1,921 complete 16S rRNAs. Oligoribonucleotides generated by RNase T1 of length 9 and longer produce sufficient diversity of masses to be informative. In addition, individual fragments or combinations thereof can be used to recognize the presence of specific organisms in a complex sample. In this regard, 140 strains out of 1,921 organisms (7.3%) could be identified by the presence of a unique RNase T1-generated oligoribonucleotide mass. Combinations of just two and three oligoribonucleotide masses allowed 54% and 72% of the specific strains to be identified, respectively. An initial algorithm for recovering likely organisms present in complex samples is also described. Conclusion The use of catalogs of compositions (masses) of characteristic oligoribonucleotides for microbial identification appears extremely promising. RNase T1 is more useful than ribonuclease A in generating characteristic masses, though RNase A produces oligomers which are more readily distinguished due to the large mass difference between A and G. Identification of multiple species in mixtures is also feasible. Practical applicability of the method depends on high performance mass spectrometric determination, and/or use of methods that increase the one dalton (Da) mass difference between uracil and cytosine.
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Affiliation(s)
- Zhengdong Zhang
- Department of Biology and Biochemistry, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-5001, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - George W Jackson
- Department of Chemical Engineering, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-4004, USA
- BioTex, Inc., 8058 El Rio St., Houston, TX 77054, USA
| | - George E Fox
- Department of Biology and Biochemistry, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-5001, USA
- Department of Chemical Engineering, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-4004, USA
| | - Richard C Willson
- Department of Biology and Biochemistry, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-5001, USA
- Department of Chemical Engineering, University of Houston, 4800 Calhoun Avenue, Houston, TX 77204-4004, USA
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25
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Thomas B, Akoulitchev AV. Mass spectrometry of RNA. Trends Biochem Sci 2006; 31:173-81. [PMID: 16483781 DOI: 10.1016/j.tibs.2006.01.004] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2005] [Revised: 12/16/2005] [Accepted: 01/30/2006] [Indexed: 10/25/2022]
Abstract
A complex population of non-coding RNAs is present in higher organisms. These RNAs have a multitude of functions and execute control over gene expression through various, often poorly understood, mechanisms. At present, the identification and analysis of functional regulatory RNAs and disparate ribonucleoprotein complexes remain an experimental challenge for biologists. They require specially designed approaches and techniques in genomics and RNA biochemistry. Developments in technologies based on mass spectrometry could offer sensitive and efficient solutions to analysis of the sequence, structure, modification and composition of RNA.
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Affiliation(s)
- Benjamin Thomas
- Central Proteomics Facility, Sir William Dunn School of Pathology, Oxford University, South Parks Road, Oxford OX1 3RE, UK
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26
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Tost J, Gut IG. Genotyping single nucleotide polymorphisms by MALDI mass spectrometry in clinical applications. Clin Biochem 2005; 38:335-50. [PMID: 15766735 DOI: 10.1016/j.clinbiochem.2004.12.005] [Citation(s) in RCA: 127] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2004] [Revised: 11/22/2004] [Accepted: 12/09/2004] [Indexed: 11/24/2022]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry has become one of the most powerful and widely applied technologies for SNP scoring and determination of allele frequencies in the post-genome sequencing era. Although different strategies for allele discrimination combined with MALDI were devised, in practice only primer extension methods are nowadays routinely used. This combination enables the rapid, quantitative, and direct detection of several genetic markers simultaneously in a broad variety of biological samples. In the field of molecular diagnostics, MALDI has been applied to the discovery of genetic markers, that are associated with a phenotype like a disease susceptibility or drug response, as well as an alternative means for diagnostic testing of a range of diseases for which the responsible mutations are already known. It is one of the first techniques with which whole genome scans based on single nucleotide polymorphisms were carried out. It is equally well suited for pathogen identification and the detection of emerging mutant strains as well as for the characterization of the genetic identity and quantitative trait loci mapping in farm animals. MALDI can also be used as a detection platform for a range of novel applications that are more demanding than standard SNP genotyping such as mutation/polymorphism discovery, molecular haplotyping, analysis of DNA methylation, and expression profiling. This review gives an introduction to the application of mass spectrometry for DNA analysis, and provides an overview of most studies using SNPs as genetic markers and MALDI mass spectrometric detection that are related to clinical applications and molecular diagnostics. Further, it aims to show specialized applications that might lead to diagnostic applications in the future. It does not speculate on whether this methodology will ever reach the diagnostic market.
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Affiliation(s)
- Jörg Tost
- Centre National de Génotypage, Bâtiment G2, 2 Rue Gaston Crémieux, CP 5721, 91057 Evry Cedex, France
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27
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Banoub JH, Newton RP, Esmans E, Ewing DF, Mackenzie G. Recent developments in mass spectrometry for the characterization of nucleosides, nucleotides, oligonucleotides, and nucleic acids. Chem Rev 2005; 105:1869-915. [PMID: 15884792 DOI: 10.1021/cr030040w] [Citation(s) in RCA: 111] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Joseph H Banoub
- Fisheries and Oceans Canada, Science Branch, Special Projects, P.O. Box 5667, St. John's NL A1C 5X1, Canada.
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28
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Jurinke C, Oeth P, van den Boom D. MALDI-TOF mass spectrometry: a versatile tool for high-performance DNA analysis. Mol Biotechnol 2004; 26:147-64. [PMID: 14764940 DOI: 10.1385/mb:26:2:147] [Citation(s) in RCA: 141] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Matrix-assisted laser desorption/ionization (MALDI) time-of-flight (TOF) mass spectrometry (MS) has developed during the past decade into a versatile tool for biopolymer analysis. The aim of this review is to summarize this development and outline the applications, which have been enabled for routine use in the field of nucleic acid analysis. These include the analysis of mutations, the resequencing of amplicons with a known reference sequence, and the quantitative analysis of gene expression and allelic frequencies in complex DNA mixtures.
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Abstract
The last decade has seen an increased demand for high-throughput DNA analysis. This is mainly due to the human genome sequencing project that is now completed. Matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry was pinpointed early on as a technology that could be of great use for sequence variation analysis in the post-genome sequencing era. Applications developed first on this platform were for SNP genotyping. Several strategies for allele-discrimination (hybridization, cleavage, ligation, and primer extension) were combined with MALDI-TOF mass spectrometric detection. Nowadays, in practice, only primer extension methods are applied for large-scale SNP genotyping studies with MALDI-TOF detection. Problems surrounding the integration of SNP genotyping by MALDI-TOF mass spectrometry at high throughput are largely mastered now. Mass spectrometry geared presentations at the HUGO Mutation Detection Meeting in Palm Cove, Australia almost exclusively focused on novel applications that go beyond standard SNP genotyping. These applications are more demanding in terms of chemistry and molecular biology. Molecular haplotyping, expression profiling, DNA methylation analysis, and mutation detection are now being demonstrated.
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30
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Spottke B, Gross J, Galla HJ, Hillenkamp F. Reverse Sanger sequencing of RNA by MALDI-TOF mass spectrometry after solid phase purification. Nucleic Acids Res 2004; 32:e97. [PMID: 15240835 PMCID: PMC484192 DOI: 10.1093/nar/gnh089] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Several DNA/RNA sequencing strategies have been developed using matrix-assisted laser desorption ionization mass spectrometry (MALDI-MS). In the reverse Sanger sequencing approach alpha-thiophosphate-containing NTPs are employed. Sequencing ladders are produced by the subsequent exonuclease cleavage, which is inhibited by the alpha-S-NTP at the 3' terminus. Here the reverse Sanger sequencing of RNA is described. The stability of RNA during the UV-MALDI process is higher relative to DNA, and RNA can be easily synthesized by transcription using bacteriophage RNA polymerase. alpha-S-rNTP was added to the reaction in a ratio of 1:3 to the native rNTPs and was incorporated statistically by the RNA polymerase. Four separate sequence ladders were produced, to avoid the problem of the only 1u mass difference between uridine and cytidine. However, it was shown that RNA transcription does not produce homogeneous transcripts. Therefore isolation of the full-length transcript is required to attain a non-ambiguous interpretation of cleavage spectra. This is achieved by the exclusive immobilization of the full-length transcript on a solid phase. The full-length transcripts were hybridized to magnetic beads, coated with short universal sequences, complementary to the in vitro RNA. After purification and isolation the RNA full-length transcript is cleaved by snake venom phosphodiesterase (SVP) and the obtained sequence ladder is analyzed by MALDI-MS.
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Affiliation(s)
- Beatrice Spottke
- Institute for Medical Physics and Biophysics, University of Münster, Münster, Germany
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31
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Wodrich H, Guan T, Cingolani G, Von Seggern D, Nemerow G, Gerace L. Switch from capsid protein import to adenovirus assembly by cleavage of nuclear transport signals. EMBO J 2004; 22:6245-55. [PMID: 14633984 PMCID: PMC291855 DOI: 10.1093/emboj/cdg614] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Replication and assembly of adenovirus occurs in the nucleus of infected cells, requiring the nuclear import of all viral structural proteins. In this report we show that nuclear import of the major capsid protein, hexon, is mediated by protein VI, a structural protein located underneath the 12 vertices of the adenoviral capsid. Our data indicate that protein VI shuttles between the nucleus and the cytoplasm and that it links hexon to the nuclear import machinery via an importin alpha/beta-dependent mechanism. Key nuclear import and export signals of protein VI are located in a short C-terminal segment, which is proteolytically removed during virus maturation. The removal of these C-terminal transport signals appears to trigger a functional transition in protein VI, from a role in supporting hexon nuclear import to a structural role in virus assembly.
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Affiliation(s)
- Harald Wodrich
- Department of Cell Biology, The Scripps Research Institute, 10550 N. Torrey Pines Road, La Jolla, CA 92037, USA
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32
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Seichter D, Krebs S, Förster M. Rapid and accurate characterisation of short tandem repeats by MALDI-TOF analysis of endonuclease cleaved RNA transcripts. Nucleic Acids Res 2004; 32:e16. [PMID: 14734817 PMCID: PMC373373 DOI: 10.1093/nar/gnh017] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We describe the application of matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry (MALDI-TOF MS) for the characterisation of short tandem repeat (STR) sequences by the analysis of endonuclease cleaved RNA transcripts. Several simple bovine STR loci as well as interrupted and compound microsatellites were chosen as model loci to evaluate the capabilities of MALDI-TOF MS for STR analysis. In short, the described approach consists of a PCR amplification of the investigated STR sequence, which then is transcribed into RNA and cleaved by G-specific RNase T1. Base-specific cleavage of the transcript results in high informative fragment patterns from both the repetitive core sequence and the flanking region. Since sequence specificity from endonuclease cleavage is combined with the accuracy of MALDI-TOF measurements, this technique allows for fast and reliable determination of simple repeat lengths as well as for further characterisation of STR allele sequences, which is of high interest especially in more complex STR loci.
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Affiliation(s)
- Doris Seichter
- Lehrstuhl für Tierzucht und Allgemeine Landwirtschaftslehre, Tierärztliche Fakultät der Ludwig-Maximilians-Universität, Veterinärstrasse 13, D-80539 München, Germany.
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33
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Gabler A, Krebs S, Seichter D, Förster M. Fast and accurate determination of sites along the FUT2 in vitro transcript that are accessible to antisense oligonucleotides by application of secondary structure predictions and RNase H in combination with MALDI-TOF mass spectrometry. Nucleic Acids Res 2003; 31:e79. [PMID: 12888531 PMCID: PMC169965 DOI: 10.1093/nar/gng079] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Alteration of gene expression by use of antisense oligonucleotides has considerable potential for therapeutic purposes and scientific studies. Although applied for almost 25 years, this technique is still associated with difficulties in finding antisense-effective regions along the target mRNA. This is mainly due to strong secondary structures preventing binding of antisense oligonucleotides and RNase H, playing a major role in antisense-mediated degradation of the mRNA. These difficulties make empirical testing of a large number of sequences complementary to various sites in the target mRNA a very lengthy and troublesome procedure. To overcome this problem, more recent strategies to find efficient antisense sites are based on secondary structure prediction and RNase H-dependent mechanisms. We were the first who directly combined these two strategies; antisense oligonucleotides complementary to predicted unpaired target mRNA regions were designed and hybridized to the corresponding RNAs. Incubation with RNase H led to cleavage of the RNA at the respective hybridization sites. Analysis of the RNA fragments by matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry, which has not been used in this context before, allowed exact determination of the cleavage site. Thus the technique described here is very promising when searching for effective antisense sites.
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Affiliation(s)
- Angelika Gabler
- Lehrstuhl für Tierzucht und Allgemeine Landwirtschaftslehre, Ludwig-Maximilians-Universität München, Veterinärstrasse 13, D-80539 Munich, Germany.
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34
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Yu E, Fabris D. Direct probing of RNA structures and RNA-protein interactions in the HIV-1 packaging signal by chemical modification and electrospray ionization fourier transform mass spectrometry. J Mol Biol 2003; 330:211-23. [PMID: 12823962 DOI: 10.1016/s0022-2836(03)00589-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
RNA hairpins of the HIV-1 packaging signal and their complexes with the nucleocapsid protein p7 (NC) were probed by solvent-accessibility reagents and electrospray ionization-Fourier transform mass spectrometry (ESI-FTMS). The combination of dimethylsulfate, kethoxal, and 1-cyclohexyl-3-(2-morpholinoethyl)-carbodiimide metho-p-toluene sulfonate (CMCT) offers the full range of information on base-pairing and solvent exposure concerning the four more abundant ribonucleotides. ESI-FTMS provides a universal method to achieve a direct and unambiguous characterization of alkylated structures, with no need for the different probe-specific procedures required by established methodologies based on gel electrophoresis. It enables us to streamline the optimization of the conditions for probe administration to minimize the incidence of probe-induced distortion of the structures under investigation. Nucleotides located in the single-stranded loops of hairpins SL2, SL3 and SL4 manifested different levels of protection, which were correlated directly to their conformation and structural surroundings. A common feature noted for all the hairpins was the limited susceptibility observed for the guanine base located at the 5'-end of each tetraloop, which assumes a stacked position upon the last base-pair of the double-stranded stems. The remaining loop bases were found to be clearly accessible by modifying reagents in free RNA, but were effectively protected in the NC-hairpin complexes. While this finding is consistent with the proven participation of SL2 and SL3 loops in interactions with NC, it contrasts with prior suggestions that tetraloop bases in SL4 might not be involved directly in NC binding. Alkylation was detected for stem nucleotides, which are not involved in the normal base-pairing and stacking typical of double-stranded structures, such as adenine 15 of the SL2 triple-base platform. Modification of the blunt ends of the double-stranded stems was found to be absent or extremely limited, due to the annealing stabilization introduced by the presence of G-C pairs at the end of the stems structures. Previously undetected alkylation of guanine 3 and guanine 13 in SL4 provides direct evidence of the destabilizing effects induced by the tandem G.U wobbles on the double-stranded structure of this stem, which is thought to be important for the hairpin's biological function.
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Affiliation(s)
- Eizadora Yu
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250, USA
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35
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Hartmer R, Storm N, Boecker S, Rodi CP, Hillenkamp F, Jurinke C, van den Boom D. RNase T1 mediated base-specific cleavage and MALDI-TOF MS for high-throughput comparative sequence analysis. Nucleic Acids Res 2003; 31:e47. [PMID: 12711692 PMCID: PMC154235 DOI: 10.1093/nar/gng047] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Here we devise a new method for high-throughput comparative sequence analysis. The developed protocol comprises a homogeneous in vitro transcription/RNase cleavage system with the accuracy and data acquisition speed of matrix-assisted laser desorption/ionization coupled with time-of-flight mass spectrometry (MALDI-TOF MS). In summary, the target region is PCR amplified using primers tagged with promoter sequences of T7 or SP6 RNA polymerase. Using RNase T1, the in vitro transcripts are base-specifically cleaved at every G-position. This reaction results in a characteristic pattern of fragment masses that is indicative of the original target sequence. To enable high-throughput analysis, samples are processed with automated liquid handling devices and nanoliter amounts are dispensed onto SpectroCHIP arrays for reliable and homogeneous MALDI preparation. This system enables rapid automated comparative sequence analysis for PCR products up to 1 kb in length. We demonstrate the feasibility of the devised method for analysis of single nucleotide polymorphisms (SNPs) and pathogen identification.
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Affiliation(s)
- Ralf Hartmer
- SEQUENOM GmbH, Mendelssohnstrasse 15D, D-22761 Hamburg, Germany
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36
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Krebs S, Medugorac I, Seichter D, Förster M. RNaseCut: a MALDI mass spectrometry-based method for SNP discovery. Nucleic Acids Res 2003; 31:e37. [PMID: 12655025 PMCID: PMC152822 DOI: 10.1093/nar/gng037] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
MALDI mass spectrometry is an established platform for high-throughput genotyping of single nucleotide polymorphisms (SNPs). For many species and also for specific ethnic groups, the number of described SNPs is far from sufficient. Here we present a method for SNP discovery that can use existing MALDI genotyping platforms and is automation-compatible. The method is based on in vitro RNA transcripts from PCR products, that can be used to obtain highly informative sequence fingerprints by digestion with the guanosine- specific ribonuclease T1. In these fingerprints, a mutation can be detected as either a mass shift, absence of an existing peak or appearance of an additional peak. Due to mass-degeneracy of fragments and multiple presence of shorter fragments in a given sequence, a certain fraction of possible mutations will remain undetected with this method. Screening of both strands from one PCR product is possible by using T3- and T7-tailed primers and the respective RNA polymerases, and markedly decreases the probability of missing an existing SNP. The use of mass-shifted nucleotides can significantly reduce fragment overlaps and hence increase detectability. We have used a simulation of RNase digests of a set of randomly generated sequences to provide estimates for the general detection probability in dependence on PCR product length. A software package is provided that helps to design PCR primers by plotting out regions with a high SNP discovery score, calculates expected mass fingerprints and peaklists from the target sequence selected for screening and helps in interpretation of digest spectra.
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Affiliation(s)
- Stefan Krebs
- Institute for Animal Breeding, Veterinary Medicine, Ludwig-Maximilian-University, Veterinärstrasse 13, 80539 Munich, Germany.
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37
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Sauer S, Gut IG. Genotyping single-nucleotide polymorphisms by matrix-assisted laser-desorption/ionization time-of-flight mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2002; 782:73-87. [PMID: 12457997 DOI: 10.1016/s1570-0232(02)00692-x] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In recent years matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI) has emerged as a very powerful method for genotyping single nucleotide polymorphisms. The accuracy, speed of data accumulation, and data structure are the major features of MALDI. Several SNP genotyping methods have been implemented with a high degree of automation and are being applied for large-scale association studies. Most methods for SNP genotyping using MALDI mass spectrometric detection and their potential application for high-throughput are reviewed here.
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Affiliation(s)
- Sascha Sauer
- Max-Planck-Institut für Molekulare Genetik, Abteilung Lehrach, Ihnestrasse 73, 14195 Berlin-Dahlem, Germany
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38
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Tost J, Gut IG. Genotyping single nucleotide polymorphisms by mass spectrometry. MASS SPECTROMETRY REVIEWS 2002; 21:388-418. [PMID: 12666148 DOI: 10.1002/mas.1009] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
In the last decade, the demand for high-throughput DNA analysis methods has dramatically increased, mainly due to the advent of the human genome sequencing project that is now nearing completion. Even though mass spectrometry did not contribute to that project, it is clear that it will have an important role in the post-genome sequencing era, in genomics and proteomics. In genomics, mainly matrix-assisted laser desorption/ionization (MALDI) mass spectrometry will contribute to large-scale single nucleotide polymorphism (SNP) genotyping projects. Here, the development and history of DNA analysis by mass spectrometry is reviewed and put into the context with the requirements of genomics. All major contributions to the field and their status and limitations are described in detail.
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Affiliation(s)
- Jörg Tost
- Centre National de Génotypage, Bâtiment G2, 2 Rue Gaston Crémieux, 91057 Evry Cedex, France
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39
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Tang K, Shahgholi M, Garcia BA, Heaney PJ, Cantor CR, Scott LG, Williamson JR. Improvement in the apparent mass resolution of oligonucleotides by using 12C/14N-enriched samples. Anal Chem 2002; 74:226-31. [PMID: 11795798 DOI: 10.1021/ac010804c] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The apparent mass resolution of oligonucleotides in time-of-flight (TOF) mass spectrometers has been examined. In a reflectron TOF instrument, where the isotopic profile can be completely resolved, the apparent resolution matches the instrument's resolving power. In a linear TOF instrument, unresolved isotopic profiles limit the apparent resolution to much lower values than the actual instrument resolution. By using 12C/14N-enriched oligonucleotides, the apparent resolution can be improved significantly. The isotope enrichment method also enhances the signal-to-noise ratio.
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Affiliation(s)
- Kai Tang
- Sequenom Inc., San Diego, California 92121, USA.
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40
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Cuchillo CM, Moussaoui M, Barman T, Travers F, Nogués MV. The exo- or endonucleolytic preference of bovine pancreatic ribonuclease A depends on its subsites structure and on the substrate size. Protein Sci 2002; 11:117-28. [PMID: 11742128 PMCID: PMC2368780 DOI: 10.1110/ps.13702] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The cleavage pattern of oligocytidylic acid substrates by bovine pancreatic ribonuclease A (RNase A) was studied by means of reversed-phase HPLC. Oligocytidylic acids, ranging from dinucleotides to heptanucleotides, were obtained by RNase A digestion of poly(C). They were identified by MALDI-TOF mass spectrometry; it was confirmed that all of them corresponded to the general structure (Cp)(n)C>p, in which C>p indicates a 2',3'-cyclic phosphate. This is a confirmation of the proposed mechanism for RNase A, wherein the so-called hydrolytic (or second) step is in fact a special case of the reverse of transphosphorylation (first step). The patterns of cleavage for the oligonucleotide substrates show that the native enzyme has no special preference for endonucleolytic or exonucleolytic cleavage, whereas a mutant of the enzyme (K7Q/R10Q-RNase A) lacking p(2) (a phosphate binding subsite adjacent, on the 3' side, to the main phosphate binding site p(1)) shows a clear exonucleolytic pattern; a mutant (K66Q-RNase A) lacking p(0) (a phosphate binding subsite adjacent, on the 5' side, to the main phosphate binding site p(1)) shows a more endonucleolytic pattern. This indicates the important role played by the subsites on the preference for the bond cleaved. Molecular modeling shows that, in the case of the p(2) mutant, the amide group of glutamine can form a hydrogen bond with the 2',3'-cyclic terminal phosphate, whereas the distance to a 3',5'-phosphodiester bond is too long to form such a hydrogen bond. This could explain the preference for exonucleolytic cleavage shown by the p(2) mutant.
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Affiliation(s)
- Claudi M Cuchillo
- Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
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41
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Zhang LK, Rempel D, Gross ML. Matrix-assisted laser desorption/ionization mass spectrometry for locating abasic sites and determining the rates of enzymatic hydrolysis of model oligodeoxynucleotides. Anal Chem 2001; 73:3263-73. [PMID: 11476224 DOI: 10.1021/ac010042l] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A method using a combination of exonuclease enzymatic digestion and matrix-assisted laser desorption/ionization (MALDI) mass spectrometry was developed to locate model abasic sites in a series of model 21-base oligodeoxynucleotides in which a nucleobase was replaced by a hydrogen atom. The exonuclease digestion rate, with either snake venom phosphodiesterase (SVP) or bovine spleen phosphodiesterase (BSP), clearly slows as the digestion approaches the abasic sites and stops as it reaches it. An oligodeoxynucleotide containing an abasic site in which OH replaces the nucleobase shows similar results. MALDI mass spectra taken at appropriate times during the course of hydrolysis are the basis for rate measurements, and the kinetics also reveal the location of the abasic site. A mathematical treatment of the time-dependent MALDI data was implemented to obtain rate curves and rate constants for the enzymatic digestion of both modified and unmodified oligodeoxynucleotides.
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Affiliation(s)
- L K Zhang
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, USA
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42
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Kwon Y, Tang K, Cantor C, Köster H, Kang C. DNA sequencing and genotyping by transcriptional synthesis of chain-terminated RNA ladders and MALDI-TOF mass spectrometry. Nucleic Acids Res 2001; 29:E11. [PMID: 11160913 PMCID: PMC30412 DOI: 10.1093/nar/29.3.e11] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Sets of RNA ladders can be synthesized by transcription of a bacteriophage-encoded RNA polymerase using 3'-deoxynucleotides as chain terminators. These ladders can be used for sequencing of DNA. Using a nicked form of phage SP6 RNA polymerase in this study substantially enhanced yields of transcriptional sequencing ladders. Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) of chain-terminated RNA ladders allowed DNA sequence determination of up to 56 nt. It is also demonstrated that A-->G and C-->T variations in heterozygous and homozygous samples can be unambiguously identified by the mass spectrometric analysis. As a step towards single-tube sequencing reactions, alpha-thiotriphosphate nucleotide analogs were used to overcome problems caused by chain terminator-independent, premature termination and by the small mass difference between natural pyrimidine nucleotides.
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Affiliation(s)
- Y Kwon
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, 373-1 Kusong-dong, Yusong-gu, Taejon 305-701, Korea and Sequenom, Inc., 11555 Sorrento Valley Road, San Diego, CA 92121, USA
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43
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Madonna AJ, Basile F, Furlong E, Voorhees KJ. Detection of bacteria from biological mixtures using immunomagnetic separation combined with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2001; 15:1068-1074. [PMID: 11404843 DOI: 10.1002/rcm.344] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
A rapid method for identifying specific bacteria from complex biological mixtures using immunomagnetic separation coupled to matrix-assisted laser desorption/ionization time-of-flight mass spectrometry has been developed. The technique employs commercially available magnetic beads coated with polycolonal antibodies raised against specific bacteria and whole cell analysis by MALDI-MS. A suspension of a bacterial mixture is mixed with the immunomagnetic beads specific for the target microorganism. After a short incubation period (20 mins) the bacteria captured by the beads are washed, resuspended in deionized H(2)O and directly applied onto a MALDI probe. Liquid suspensions containing bacterial mixtures can be screened within 1 h total analysis time. Positive tests result in the production of a fingerprint mass spectrum primarily consisting of protein biomarkers characteristic of the targeted microorganism. Using this procedure, Salmonella choleraesuis was isolated and detected from standard bacterial mixtures and spiked samples of river water, human urine, and chicken blood.
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Affiliation(s)
- A J Madonna
- Department of Chemistry and Geochemistry, Colorado School of Mines, Golden, CO 80401, USA
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44
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Zhang LK, Gross ML. Matrix-assisted laser desorption/ionization mass spectrometry methods for oligodeoxynucleotides: improvements in matrix, detection limits, quantification, and sequencing. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2000; 11:854-865. [PMID: 11014447 DOI: 10.1016/s1044-0305(00)00161-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
A comatrix of anthranilic acid and nicotinic acid is optimum for the matrix-assisted laser desorption/ionization time of flight determination of oligodeoxynucleotides that are comprised of up to 21 nucleotides. A detection limit of approximately 200 amol was obtained for an oligonucleotide 21mer. The comatrix system is also suitable for quantification of oligodeoxynucleotides provided an internal standard having one more or less nucleotide than the number in the analyte is used. Furthermore, the matrix, when used in combination with the ladder method of sequencing, allows the complete sequence of tens of picomoles of model oligodeoxynucleotides to be determined.
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Affiliation(s)
- L K Zhang
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, USA
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45
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Hahner S, Olejnik J, Lüdemann HC, Krzymañska-Olejnik E, Hillenkamp F, Rothschild KJ. Matrix-assisted laser desorption/ionization mass spectrometry of DNA using photocleavable biotin. BIOMOLECULAR ENGINEERING 1999; 16:127-33. [PMID: 10796995 DOI: 10.1016/s1050-3862(99)00049-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Oligonucleotides containing a photocleavable biotin (5'-PC-biotin) were analyzed by matrix assisted laser desorption/ionization mass spectrometry (MALDI-MS) with wavelengths in the ultraviolet (UV) and infrared (IR) from solution and after capture on streptavidin-coated agarose or magnetic beads. The analysis was used to monitor the release of the oligonucleotides as a result of photochemical cleavage of the biotinylated linker. Near-UV pulses (UV-MALDI) led to predominant release of the photocleaved product. In contrast, only the uncleaved analyte was detected using IR pulses (IR-MALDI). Results from MALDI analysis are also presented for DNA containing a photocleavable 5'-amino group which can be covalently linked to a variety of activated surfaces and marker molecules. In a demonstration of this approach, a 5'-PC-biotinylated 49 nt RNA oligonucleotide was enzymatically synthesized using a PC-biotin-r(AG) dinucleotide primer, captured on streptavidin coated magnetic beads and analyzed by UV-MALDI. Potential applications of photocleavable linkers combined with MALDI for the analysis of nucleic acids are discussed.
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Affiliation(s)
- S Hahner
- AmberGen, Inc., Boston, MA 02215, USA
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46
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Altman RK, Schwope I, Sarracino DA, Tetzlaff CN, Bleczinski CF, Richert C. Selection of modified oligonucleotides with increased target affinity via MALDI-monitored nuclease survival assays. JOURNAL OF COMBINATORIAL CHEMISTRY 1999; 1:493-508. [PMID: 10748727 DOI: 10.1021/cc9900293] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Reported here is how modified oligonucleotides with increased affinity for DNA or RNA target strands can be selected from small combinatorial libraries via spectrometrically monitored selection experiments (SMOSE). The extent to which target strands retard the degradation of 5'-acyl-, 5'-aminoacyl-, and 5'-dipeptidyl-oligodeoxyribonucleotides by phosphodiesterase I (EC 3.1.4.1) was measured via quantitative MALDI-TOF mass spectrometry. Oligonucleotide hybrids were prepared on solid support, and nuclease selections were performed with up to 10 modified oligonucleotides in one solution. The mass spectrometrically monitored experiments required between 120 and 300 pmol of each modified oligonucleotide, depending on whether HPLC-purified or crude compounds were employed. Data acquisition and analysis were optimized to proceed in semiautomated fashion, and functions correcting for incomplete degradation during the monitoring time were developed. Integration of the degradation kinetics provided "protection factors" that correlate well with melting points obtained with traditional UV melting curves employing single, pure compounds. Among the components of the five libraries tested, three were found to contain 5'-substituents that strongly stabilize Watson--Crick duplexes. Selecting and optimizing modified oligonucleotides via monitored nuclease assays may offer a more efficient way to search for new antisense agents, hybridization probes, and biochemical tools.
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Affiliation(s)
- R K Altman
- Department of Chemistry, Tufts University, Medford, Massachusetts 02155, USA
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Boix E, Nikolovski Z, Moiseyev GP, Rosenberg HF, Cuchillo CM, Nogués MV. Kinetic and product distribution analysis of human eosinophil cationic protein indicates a subsite arrangement that favors exonuclease-type activity. J Biol Chem 1999; 274:15605-14. [PMID: 10336457 DOI: 10.1074/jbc.274.22.15605] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
With the use of a high yield prokaryotic expression system, large amounts of human eosinophil cationic protein (ECP) have been obtained. This has allowed a thorough kinetic study of the ribonuclease activity of this protein. The catalytic efficiencies for oligouridylic acids of the type (Up)nU>p, mononucleotides U>p and C>p, and dinucleoside monophosphates CpA, UpA, and UpG have been interpreted by the specific subsites distribution in ECP. The distribution of products derived from digestion of high molecular mass substrates, such as poly(U) and poly(C), by ECP was compared with that of RNase A. The characteristic cleavage pattern of polynucleotides by ECP suggests that an exonuclease-like mechanism is predominantly favored in comparison to the endonuclease catalytic mechanism of RNase A. Comparative molecular modeling with bovine pancreatic RNase A-substrate analog crystal complexes revealed important differences in the subsite structure, whereas the secondary phosphate-binding site (p2) is lacking, the secondary base subsite (B2) is severely impaired, and there are new interactions at the po, Bo, and p-1 sites, located upstream of the P-O-5' cleavable phosphodiester bond, that are not found in RNase A. The differences in the multisubsites structure could explain the reduced catalytic efficiency of ECP and the shift from an endonuclease to an exonuclease-type mechanism.
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Affiliation(s)
- E Boix
- Departament de Bioquímica i Biologia Molecular, Facultat de Ciències, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
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Porse BT, Kirillov SV, Awayez MJ, Garrett RA. UV-induced modifications in the peptidyl transferase loop of 23S rRNA dependent on binding of the streptogramin B antibiotic, pristinamycin IA. RNA (NEW YORK, N.Y.) 1999; 5:585-595. [PMID: 10199574 PMCID: PMC1369784 DOI: 10.1017/s135583829998202x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The naturally occurring streptogramin B antibiotic, pristinamycin IA, which inhibits peptide elongation, can produce two modifications in 23S rRNA when bound to the Escherichia coli 70S ribosome and irradiated at 365 nm. Both drug-induced effects map to highly conserved nucleotides within the functionally important peptidyl transferase loop of 23S rRNA at positions m2A2503/psi2504 and G2061/A2062. The modification yields are influenced strongly, and differentially, by P-site-bound tRNA and strongly by some of the peptidyl transferase antibiotics tested, with chloramphenicol producing a shift in the latter modification to A2062/C2063. Pristinamycin IA can also produce a modification on binding to deproteinized, mature 23S rRNA, at position U2500/C2501. The same modification occurs on an approximately 37-nt fragment, encompassing positions approximately 2496-2532 of the peptidyl transferase loop that was excised from the mature rRNA using RNAse H. In contrast, no antibiotic-induced effects were observed on in vitro T7 transcripts of full-length 23S rRNA, domain V, or on a fragment extending from positions approximately 2496-2566, which indicates that one or more posttranscriptional modifications within the sequence Cm-C-U-C-G-m2A-psi-G2505 are important for pristinamycin IA binding and/or the antibiotic-dependent modification of 23S rRNA.
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Affiliation(s)
- B T Porse
- RNA Regulation Centre, Institute of Molecular Biology, University of Copenhagen, Denmark
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49
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Matrix-assisted laser desorption/ionisation–mass spectrometry applied to biological macromolecules. Trends Analyt Chem 1998. [DOI: 10.1016/s0165-9936(98)00060-0] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Felden B, Hanawa K, Atkins JF, Himeno H, Muto A, Gesteland RF, McCloskey JA, Crain PF. Presence and location of modified nucleotides in Escherichia coli tmRNA: structural mimicry with tRNA acceptor branches. EMBO J 1998; 17:3188-96. [PMID: 9606200 PMCID: PMC1170657 DOI: 10.1093/emboj/17.11.3188] [Citation(s) in RCA: 95] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Escherichia coli tmRNA functions uniquely as both tRNA and mRNA and possesses structural elements similar to canonical tRNAs. To test whether this mimicry extends to post-transcriptional modification, the technique of combined liquid chromatography/ electrospray ionization mass spectrometry (LC/ESIMS) and sequence data were used to determine the molecular masses of all oligonucleotides produced by RNase T1 hydrolysis with a mean error of 0.1 Da. Thus, this allowed for the detection, chemical characterization and sequence placement of modified nucleotides which produced a change in mass. Also, chemical modifications were used to locate mass-silent modifications. The native E.coli tmRNA contains two modified nucleosides, 5-methyluridine and pseudouridine. Both modifications are located within the proposed tRNA-like domain, in a seven-nucleotide loop mimicking the conserved sequence of T loops in canonical tRNAs. Although tmRNA acceptor branches (acceptor stem and T stem-loop) utilize different architectural rules than those of canonical tRNAs, their conformations in solution may be very similar. A comparative structural and functional analysis of unmodified tmRNA made by in vitro transcription and native E.coli tmRNA suggests that one or both of these post-transcriptional modifications may be required for optimal stability of the acceptor branch which is needed for efficient aminoacylation.
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Affiliation(s)
- B Felden
- Howard Hughes Medical Institute, University of Utah, Salt Lake City, UT 84112, USA
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