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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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Yuan H, Du Q, Sturm MB, Schramm VL. Soapwort Saporin L3 Expression in Yeast, Mutagenesis, and RNA Substrate Specificity. Biochemistry 2015; 54:4565-74. [PMID: 26091305 DOI: 10.1021/acs.biochem.5b00405] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Saporin L3 from Saponaria officinalis (soapwort) leaves is a type 1 ribosome-inactivating protein. It catalyzes the hydrolysis of oligonucleotide adenylate N-ribosidic bonds to release adenine from rRNA. Depurination sites include both adenines in the GAGA tetraloop of short sarcin-ricin stem-loops and multiple adenines within eukaryotic rRNA, tRNAs, and mRNAs. Multiple Escherichia coli vector designs for saporin L3 expression were attempted but demonstrated high toxicity even during plasmid maintenance and selection in E. coli nonexpression strains. Saporin L3 is >10(3) times more efficient at RNA deadenylation on short GAGA stem-loops than saporin S6, the saporin isoform currently used in immunotoxin clinical trials. We engineered a construct for the His-tagged saporin L3 to test for expression in Pichia pastoris when it is linked to the protein export system for the yeast α-mating factor. DNA encoding saporin L3 was cloned into a pPICZαB expression vector and expressed in P. pastoris under the alcohol dehydrogenase AOX1 promoter. A fusion protein of saporin L3 containing the pre-pro-sequence of the α-mating factor, the c-myc epitope, and the His tag was excreted from the P. pastoris cells and isolated from the culture medium. Autoprocessing of the α-mating factor yielded truncated saporin L3 (amino acids 22-280), the c-myc epitope, and the His tag expressed optimally as a 32 kDa construct following methanol induction. Saporin L3 was also expressed with specific alanines and/or serines mutated to cysteine. Native and Cys mutant saporins are kinetically similar. The recombinant expression of saporin L3 and its mutants permits the production and investigation of this high-activity ribosome-inactivating protein.
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Affiliation(s)
- Hongling Yuan
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
| | - Quan Du
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
| | - Matthew B Sturm
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
| | - Vern L Schramm
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
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Ochi A, Makabe K, Yamagami R, Hirata A, Sakaguchi R, Hou YM, Watanabe K, Nureki O, Kuwajima K, Hori H. The catalytic domain of topological knot tRNA methyltransferase (TrmH) discriminates between substrate tRNA and nonsubstrate tRNA via an induced-fit process. J Biol Chem 2013; 288:25562-25574. [PMID: 23867454 DOI: 10.1074/jbc.m113.485128] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
A conserved guanosine at position 18 (G18) in the D-loop of tRNAs is often modified to 2'-O-methylguanosine (Gm). Formation of Gm18 in eubacterial tRNA is catalyzed by tRNA (Gm18) methyltransferase (TrmH). TrmH enzymes can be divided into two types based on their substrate tRNA specificity. Type I TrmH, including Thermus thermophilus TrmH, can modify all tRNA species, whereas type II TrmH, for example Escherichia coli TrmH, modifies only a subset of tRNA species. Our previous crystal study showed that T. thermophilus TrmH is a class IV S-adenosyl-l-methionine-dependent methyltransferase, which maintains a topological knot structure in the catalytic domain. Because TrmH enzymes have short stretches at the N and C termini instead of a clear RNA binding domain, these stretches are believed to be involved in tRNA recognition. In this study, we demonstrate by site-directed mutagenesis that both N- and C-terminal regions function in tRNA binding. However, in vitro and in vivo chimera protein studies, in which four chimeric proteins of type I and II TrmHs were used, demonstrated that the catalytic domain discriminates substrate tRNAs from nonsubstrate tRNAs. Thus, the N- and C-terminal regions do not function in the substrate tRNA discrimination process. Pre-steady state analysis of complex formation between mutant TrmH proteins and tRNA by stopped-flow fluorescence measurement revealed that the C-terminal region works in the initial binding process, in which nonsubstrate tRNA is not excluded, and that structural movement of the motif 2 region of the catalytic domain in an induced-fit process is involved in substrate tRNA discrimination.
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Affiliation(s)
- Anna Ochi
- From the Department of Materials Science and Biotechnology, Graduate School of Science and Engineering, Ehime University, 3 Bunkyo, Matsuyama, Ehime 790-8577, Japan
| | - Koki Makabe
- the Okazaki Institute for Integrative Bioscience and Institute for Molecular Science, 5-1 Higashiyama, Myodaiji, Okazaki, Aichi 444-8787, Japan
| | - Ryota Yamagami
- From the Department of Materials Science and Biotechnology, Graduate School of Science and Engineering, Ehime University, 3 Bunkyo, Matsuyama, Ehime 790-8577, Japan
| | - Akira Hirata
- From the Department of Materials Science and Biotechnology, Graduate School of Science and Engineering, Ehime University, 3 Bunkyo, Matsuyama, Ehime 790-8577, Japan
| | - Reiko Sakaguchi
- the Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, Pennsylvania 19107
| | - Ya-Ming Hou
- the Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, Pennsylvania 19107
| | - Kazunori Watanabe
- From the Department of Materials Science and Biotechnology, Graduate School of Science and Engineering, Ehime University, 3 Bunkyo, Matsuyama, Ehime 790-8577, Japan
| | - Osamu Nureki
- the Department of Biophysics and Biochemistry, Graduate School of Science, University of Tokyo, 2-11-16 Yayoi, Bunkyo-ku, Tokyo 113-0032, Japan, and
| | - Kunihiro Kuwajima
- the Okazaki Institute for Integrative Bioscience and Institute for Molecular Science, 5-1 Higashiyama, Myodaiji, Okazaki, Aichi 444-8787, Japan
| | - Hiroyuki Hori
- From the Department of Materials Science and Biotechnology, Graduate School of Science and Engineering, Ehime University, 3 Bunkyo, Matsuyama, Ehime 790-8577, Japan,; the Venture Business Laboratory, Ehime University, 3 Bunkyo, Matsuyama, Ehime 790-8577, Japan.
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4
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Giessing AMB, Kirpekar F. Mass spectrometry in the biology of RNA and its modifications. J Proteomics 2012; 75:3434-49. [PMID: 22348820 DOI: 10.1016/j.jprot.2012.01.032] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Revised: 01/20/2012] [Accepted: 01/26/2012] [Indexed: 01/31/2023]
Abstract
Many powerful analytical techniques for investigation of nucleic acids exist in the average modern molecular biology lab. The current review will focus on questions in RNA biology that have been answered by the use of mass spectrometry, which means that new biological information is the purpose and outcome of most of the studies we refer to. The review begins with a brief account of the subject "MS in the biology of RNA" and an overview of the prevalent RNA modifications identified to date. Fundamental considerations about mass spectrometric analysis of RNA are presented with the aim of detailing the analytical possibilities and challenges relating to the unique chemical nature of nucleic acids. The main biological topics covered are RNA modifications and the enzymes that perform the modifications. Modifications of RNA are essential in biology, and it is a field where mass spectrometry clearly adds knowledge of biological importance compared to traditional methods used in nucleic acid research. The biological applications are divided into analyses exclusively performed at the building block (mainly nucleoside) level and investigations involving mass spectrometry at the oligonucleotide level. We conclude the review discussing aspects of RNA identification and quantifications, which are upcoming fields for MS in RNA research. This article is part of a Special Section entitled: Understanding genome regulation and genetic diversity by mass spectrometry.
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Affiliation(s)
- Anders M B Giessing
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark
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Oberacher H. Frontiers of mass spectrometry in nucleic acids analysis. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2010; 16:351-365. [PMID: 20530841 DOI: 10.1255/ejms.1045] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Nucleic acids research is a highly competitive field of research. A number of well established methods are available. The current output of high throughput ("next generation") sequencing technologies is impressive, and still technologies are continuing to make progress regarding read lengths, bp per second, accuracy and costs. Although in the 1990s MS was considered as an analytical platform for sequencing, it was soon realized that MS will never be competitive. Thus, the focus shifted from de novo sequencing towards other areas of application where MS has proven to be a powerful analytical tool. Potential niches for the application of MS in nucleic acids research include genotyping of genetic markers (single nucleotide polymorphisms, short tandem repeats, and combinations thereof), quality control of synthetic oligonucleotides, metabolic profiling of therapeutics, characterization of modified nucleobases in DNA and RNA molecules, and the study of non covalent interactions among nucleic acids as well as interactions of nucleic acids with drugs and proteins. The diversity of possible applications for MS highlights its significance for nucleic acid research.
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Affiliation(s)
- Herbert Oberacher
- Institute of Legal Medicine, Innsbruck Medical University, Innsbruck, Austria.
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Baumann C, Davies B, Peters M, Kaufmann-Reiche U, Lessl M, Theuring F. AKR1B7 (mouse vas deferens protein) is dispensable for mouse development and reproductive success. Reproduction 2007; 134:97-109. [PMID: 17641092 DOI: 10.1530/rep-07-0022] [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: 11/08/2022]
Abstract
AKR1B7 (aldo-keto reductase family 1, member 7; also known as mouse vas deferens protein) is a member of the AKR superfamily, and has been suggested to play a role in detoxifying processes on account of its preferred substrates, 4-hydroxynonenal and isocaproaldehyde. High levels of protein expression were found in the vas deferens and the adrenal gland, where sustained expression is dependent on androgen or ACTH respectively. Recently, a remarkable induction of AKR1B7 expression has been reported in the ovary following exogenous injections of LH. In the present study, we confirm this regulation physiologically during the estrous cycle, observing Akr1b7 expression to be restricted to the theca and stromal cells of the proestrus ovary. To further investigate the role of this detoxifying enzyme in both male and female reproduction, we generated knockout mice deficient in AKR1B7. Although AKR1B7 expression in the vas deferens is considerable and tightly regulated in the ovary of wild-type animals, homozygous mutant animals were found to be viable and no reproductive phenotype was observed. Ovarian follicle maturation and spermatozoa parameters remained normal in the absence of this protein. The determination of serum progesterone revealed an increase in hormone concentration in metestrus, while progesterone was found to be decreased in the estrus phase of the cycle in knockout females.
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Affiliation(s)
- C Baumann
- Center for Cardiovascular Research/Institute of Pharmacology and Toxicology, Charité University Medicine Berlin, Hessische Strasse 3-4, 10115 Berlin, Germany
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Goll MG, Kirpekar F, Maggert KA, Yoder JA, Hsieh CL, Zhang X, Golic KG, Jacobsen SE, Bestor TH. Methylation of tRNAAsp by the DNA methyltransferase homolog Dnmt2. Science 2006; 311:395-8. [PMID: 16424344 DOI: 10.1126/science.1120976] [Citation(s) in RCA: 738] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The sequence and the structure of DNA methyltransferase-2 (Dnmt2) bear close affinities to authentic DNA cytosine methyltransferases. A combined genetic and biochemical approach revealed that human DNMT2 did not methylate DNA but instead methylated a small RNA; mass spectrometry showed that this RNA is aspartic acid transfer RNA (tRNA(Asp)) and that DNMT2 specifically methylated cytosine 38 in the anticodon loop. The function of DNMT2 is highly conserved, and human DNMT2 protein restored methylation in vitro to tRNA(Asp) from Dnmt2-deficient strains of mouse, Arabidopsis thaliana, and Drosophila melanogaster in a manner that was dependent on preexisting patterns of modified nucleosides. Indirect sequence recognition is also a feature of eukaryotic DNA methyltransferases, which may have arisen from a Dnmt2-like RNA methyltransferase.
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Affiliation(s)
- Mary Grace Goll
- Department of Genetics and Development, College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA
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Waas WF, de Crécy-Lagard V, Schimmel P. Discovery of a Gene Family Critical to Wyosine Base Formation in a Subset of Phenylalanine-specific Transfer RNAs. J Biol Chem 2005; 280:37616-22. [PMID: 16162496 DOI: 10.1074/jbc.m506939200] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
A large number of post-transcriptional base modifications in transfer RNAs have been described (Sprinzl, M., Horn, C., Brown, M., Ioudovitch, A., and Steinberg, S. (1998) Nucleic Acids Res. 26, 148-153). These modifications enhance and expand tRNA function to increase cell viability. The intermediates and genes essential for base modifications in many instances remain unclear. An example is wyebutosine (yW), a fluorescent tricyclic modification of an invariant guanosine situated on the 3'-side of the tRNA(Phe) anticodon. Although biosynthesis of yW involves several reaction steps, only a single pathway-specific enzyme has been identified (Kalhor, H. R., Penjwini, M., and Clarke, S. (2005) Biochem. Biophys. Res. Commun. 334, 433-440). We used comparative genomics analysis to identify a cluster of orthologous groups (COG0731) of wyosine family biosynthetic proteins. Gene knock-out and complementation studies in Saccharomyces cerevisiae established a role for YPL207w, a COG0731 ortholog that encodes an 810-amino acid polypeptide. Further analysis showed the accumulation of N(1)-methylguanosine (m(1)G(37)) in tRNA from cells bearing a YPL207w deletion. A similar lack of wyosine base and build-up of m(1)G(37) is seen in certain mammalian tumor cell lines. We proposed that the 810-amino acid COG0731 polypeptide participates in converting tRNA(Phe)-m(1)G(37) to tRNA(Phe)-yW.
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MESH Headings
- Chromatography, High Pressure Liquid
- Chromatography, Thin Layer
- Gene Deletion
- Gene Expression Regulation, Fungal
- Genetic Complementation Test
- Guanosine/analogs & derivatives
- Guanosine/biosynthesis
- Guanosine/chemistry
- Heterocyclic Compounds, 3-Ring/chemistry
- Hydrolysis
- Molecular Structure
- Multigene Family
- Phylogeny
- RNA Processing, Post-Transcriptional/genetics
- RNA, Transfer, Amino Acyl/chemistry
- RNA, Transfer, Amino Acyl/genetics
- RNA, Transfer, Amino Acyl/metabolism
- Saccharomyces cerevisiae/genetics
- Saccharomyces cerevisiae/metabolism
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Affiliation(s)
- William F Waas
- Department of Molecular Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
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Yu E, Fabris D. Toward multiplexing the application of solvent accessibility probes for the investigation of RNA three-dimensional structures by electrospray ionization-Fourier transform mass spectrometry. Anal Biochem 2005; 334:356-66. [PMID: 15494143 DOI: 10.1016/j.ab.2004.07.034] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2004] [Indexed: 11/16/2022]
Abstract
Multiple solvent accessibility probes can be applied simultaneously to investigate the three-dimensional structure of complex RNA substrates when electrospray ionization-Fourier transform mass spectrometry (ESI-FTMS) is employed in place of polyacrylamide gel electrophoresis (PAGE). We show that classic chemical probes, such as dimethylsulfate, kethoxal, and 1-cyclohexyl-3-(2-morpholinoethyl)carbodiimide metho-p-toluenesulfonate, can be combined in probing mixtures designed to assess the full spectrum of base pairing and steric protection for the most abundant ribonucleotides included in RNA. After probe-independent hydrolysis of the alkylated substrate, the mixture of oligonucleotide products is mass mapped by ESI-FTMS analysis, which enables the unambiguous identification of probed bases from the unique mass signatures provided by the different chemical modifiers. In this bottom-up approach, any theoretical limit to the size of the possible target RNA will be determined by the effectiveness of the hydrolysis procedure rather than by the performance of the detection technique. Control experiments performed on the stem-loop 4 of human immunodeficiency virus type 1 have shown no adverse interactions between the reagents combined in the probing cocktails. No significant discrepancies between the alkylation patterns offered by the cocktails and the individual reagents could be detected, indicating that multiplexing the probe application does not necessarily lead to structural distortion but provides valid data on base accessibility and protection. To demonstrate the ruggedness of this approach, optimized cocktails were finally employed to assess the stability of the folded structure of mouse mammary tumor virus pseudoknot in the presence of different amounts of Mg2+. Multiplexing the probe application constitutes an essential step toward high-throughput applications, which will take advantage of a strategy that maximizes the information attainable from a single experiment, while minimizing time and sample consumption over PAGE-based methods.
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Affiliation(s)
- Eizadora Yu
- Department of Chemistry and Biochemistry, University of Maryland Baltimore County, Baltimore, MD 21250, USA
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Mauriala T, Auriola S, Azhayev A, Kayushin A, Korosteleva M, Miroshnikov A. HPLC electrospray mass spectrometric characterization of trimeric building blocks for oligonucleotide synthesis. J Pharm Biomed Anal 2004; 34:199-206. [PMID: 14738934 DOI: 10.1016/j.japna.2003.07.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Trimeric nucleotide building blocks are valuable in synthesis of randomized oligonucleotides. In this study, we have developed HPLC-MS and HPLC-MS/MS methods for quality control of protected trinucleotides. C18 reversed-phase HPLC was used for purity evaluation, and base sequences were verified using negative ion electrospray ionization mass spectrometry (ESI-MS) and collision induced dissociation (CID) MS/MS. The principal dissociation pathway was formation of w-ions, which represent the 3'-5' direction. The other major fragments were d-ions, which are formed by cleavage of 5' C-O bonds of the sugars. The developed method was suitable for verification of purity and structure of the 29 trinucleotides studied.
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Affiliation(s)
- Timo Mauriala
- Department of Pharmaceutical Chemistry, University of Kuopio, Fin-70211 Kuopio, Finland.
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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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Abstract
The combination of high-performance liquid chromatography and mass spectrometry (LC/MS) has had a significant impact on drug development over the past decade. Continual improvements in LC/MS interface technologies combined with powerful features for structure analysis, qualitative and quantitative, have resulted in a widened scope of application. These improvements coincided with breakthroughs in combinatorial chemistry, molecular biology, and an overall industry trend of accelerated development. New technologies have created a situation where the rate of sample generation far exceeds the rate of sample analysis. As a result, new paradigms for the analysis of drugs and related substances have been developed. The growth in LC/MS applications has been extensive, with retention time and molecular weight emerging as essential analytical features from drug target to product. LC/MS-based methodologies that involve automation, predictive or surrogate models, and open access systems have become a permanent fixture in the drug development landscape. An iterative cycle of "what is it?" and "how much is there?" continues to fuel the tremendous growth of LC/MS in the pharmaceutical industry. During this time, LC/MS has become widely accepted as an integral part of the drug development process. This review describes the utility of LC/MS techniques for accelerated drug development and provides a perspective on the significant changes in strategies for pharmaceutical analysis. Future applications of LC/MS technologies for accelerated drug development and emerging industry trends are also discussed.
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Affiliation(s)
- M S Lee
- Milestone Development Services, Pennington, New Jersey 08534-0813, USA
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