1
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Izumi H, Nafie LA, Dukor RK. Supersecondary Structure Code for RNA: Trace of Conformational Change on the Mycoplasma pneumoniae Ribosome and the R-Loop Formation of Cas9. ACS OMEGA 2025; 10:4998-5005. [PMID: 39959072 PMCID: PMC11822710 DOI: 10.1021/acsomega.4c10681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Revised: 12/23/2024] [Accepted: 01/13/2025] [Indexed: 02/18/2025]
Abstract
The shape of motifs is important for RNA functions and deeply reflects the structure of RNA at the supersecondary level, an intermediate level between secondary and spatial structure. However, there is currently no standardized classification system for the RNA supersecondary structures. Primary and secondary occupied conformations, accounting for 73% of the nucleic acid backbone units, were found by extending the concept of protein supersecondary structure code (SSSC) combined with the conformational code for organic molecules. The supersecondary structure code for RNA (SSCR) was introduced as a conformational term for each unit of the nucleic acid backbone using the letters P, S, T, and D, denoting respectively the primary occupied conformation (P), the secondary occupied conformation (S), the set of other conformations (T), and disordered residues (D). The alignment of SSCR sequences was used to compare with the different nucleic acid base sequences, depending on the species. SSCR can also trace the conformational change of motifs in RNA molecules such as ribosomal RNA (rRNA) and single-molecule guide RNA (sgRNA) in the R-loop formation process of Cas9. The assignment of supersecondary structure code T using the fuzzy search technique of structural code homology is an effective and quick detection method for motifs with conformational wobbling, such as the relatively rigid TTT motifs of sgRNA with Cas9, streptomycin-binding RNA aptamer, 23S rRNA, 2'-dG-II riboswitch, and human hepatitis B virus ε pregenomic RNA, which work as the scaffold for protein and RNA molecules or as the support stand for small external substrates.
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Affiliation(s)
- Hiroshi Izumi
- National
Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba West, Tsukuba, Ibaraki 305-8569, Japan
| | - Laurence A. Nafie
- Department
of Chemistry, Syracuse University, Syracuse, New York 13244-4100, United States
- BioTools
Inc., Bee Line Hwy, Jupiter, Florida 33458, United States
| | - Rina K. Dukor
- BioTools
Inc., Bee Line Hwy, Jupiter, Florida 33458, United States
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2
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Heel S, Bartosik K, Juen F, Kreutz C, Micura R, Breuker K. Native Top-Down Mass Spectrometry Uncovers Two Distinct Binding Motifs of a Functional Neomycin-Sensing Riboswitch Aptamer. J Am Chem Soc 2023; 145:15284-15294. [PMID: 37420313 PMCID: PMC10360057 DOI: 10.1021/jacs.3c02774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Indexed: 07/09/2023]
Abstract
Understanding how ligands bind to ribonucleic acids (RNA) is important for understanding RNA recognition in biological processes and drug development. Here, we have studied neomycin B binding to neomycin-sensing riboswitch aptamer constructs by native top-down mass spectrometry (MS) using electrospray ionization (ESI) and collisionally activated dissociation (CAD). Our MS data for a 27 nt aptamer construct reveal the binding site and ligand interactions, in excellent agreement with the structure derived from nuclear magnetic resonance (NMR) studies. Strikingly, for an extended 40 nt aptamer construct, which represents the sequence with the highest regulatory factor for riboswitch function, we identified two binding motifs for neomycin B binding, one corresponding to the bulge-loop motif of the 27 nt construct and the other one in the minor groove of the lower stem, which according to the MS data are equally populated. By replacing a noncanonical with a canonical base pair in the lower stem of the 40 nt aptamer, we can reduce binding to the minor groove motif from ∼50 to ∼30%. Conversely, the introduction of a CUG/CUG motif in the lower stem shifts the binding equilibrium in favor of minor groove binding. The MS data reveal site-specific and stoichiometry-resolved information on aminoglycoside binding to RNA that is not directly accessible by other methods and underscore the role of noncanonical base pairs in RNA recognition by aminoglycosides.
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Affiliation(s)
- Sarah
Viola Heel
- Institute of Organic Chemistry
and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
| | - Karolina Bartosik
- Institute of Organic Chemistry
and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
| | - Fabian Juen
- Institute of Organic Chemistry
and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
| | - Christoph Kreutz
- Institute of Organic Chemistry
and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
| | - 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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3
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Ye H, Yang Z, Khan IM, Niazi S, Guo Y, Wang Z, Yang H. Split aptamer acquisition mechanisms and current application in antibiotics detection: a short review. Crit Rev Food Sci Nutr 2022; 63:9098-9110. [PMID: 35507474 DOI: 10.1080/10408398.2022.2064810] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Antibiotic contamination is becoming a prominent global issue. Therefore, sensitive, specific and simple technology is desirable the demand for antibiotics detection. Biosensors based on split aptamer has gradually attracted extensive attention for antibiotic detection due to its higher sensitivity, lower cost, false positive/negative avoidance and flexibility in sensor design. Although many of the reported split aptamers are antibiotics aptamers, the acquisition and mechanism of splitting is still unknow. In this review, six reported split aptamers in antibiotics are outlined, including Enrofloxacin, Kanamycin, Tetracycline, Tobramycin, Neomycin, Streptomycin, which have contributed to promote interest, awareness and thoughts into this emerging research field. The study introduced the pros and cons of split aptamers, summarized the assembly principle of split aptamer and discussed the intermolecular binding of antibiotic-aptamer complexes. In addition, the recent application of split aptamers in antibiotic detection are introduced. Split aptamers have a promising future in the design and development of biosensors for antibiotic detection in food and other field. The development of the antibiotic split aptamer meets many challenges including mechanism discovery, stability improvement and new biosensor development. It is believed that split aptamer could be a powerful molecular probe and plays an important role in aptamer biosensor.
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Affiliation(s)
- Hua Ye
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
| | - Zhixin Yang
- Department of Food Science & Technology, National University of Singapore, Singapore, Singapore
| | | | - Sobia Niazi
- School of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Yuanxin Guo
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
| | - Zhouping Wang
- School of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Hongshun Yang
- Department of Food Science & Technology, National University of Singapore, Singapore, Singapore
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4
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Nosrati M, Roushani M. Three-dimensional modeling of streptomycin binding single-stranded DNA for aptamer-based biosensors, a molecular dynamics simulation approach. J Biomol Struct Dyn 2022; 41:3430-3439. [PMID: 35297324 DOI: 10.1080/07391102.2022.2050945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Streptomycin (STR) an aminoglycoside antibiotic which is used against bacteria in human and animal infection, have serious side effects on different parts of human body. Therefore, there is a crucial need to detect trace amount of it in serum and food products. Aptamers are oligonucleotides or peptides, which bind their targets with high affinity and specificity. These properties make aptamers as suitable candidates for biosensing applications. A 79-mer ss-DNA aptamer was applied for the detection of small amount of STR in various aptasensors. But there is no structural information on the STR-binding aptamer and molecular details underlying the aptamer-STR binding remain unexplored. In this study we provided a 3D-structural model for 79-mer ss-DNA aptamer from the sequence. Using docking program and molecular dynamics (MD) simulation we predicted the binding pocket of ss-DNA aptamer. Our results show STR streptose ring is buried within the groove of DNA model and capped by non Watson-Crick bases. STR interacts with aptamer through forming stable hydrogen bonds. Our computational findings are in fair agreement with experimental results. With the atomic structural details, we gained new insight into the Apt-STR binding interaction that can help to further optimize aptamer efficiency in biosensing applications.Communicated by Ramaswamy H. Sarma.
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5
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Qian S, Chang D, He S, Li Y. Aptamers from random sequence space: Accomplishments, gaps and future considerations. Anal Chim Acta 2022; 1196:339511. [DOI: 10.1016/j.aca.2022.339511] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 01/12/2022] [Accepted: 01/15/2022] [Indexed: 02/07/2023]
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6
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Elangovan N, Thomas R, Sowrirajan S, Irfan A. Synthesis, spectral and quantum mechanical studies and molecular docking studies of Schiff base (E)2-hydroxy-5-(((4-(N-pyrimidin-2-yl)sulfamoyl)phenyl)imino)methyl benzoic acid from 5-formyl salicylic acid and sulfadiazine. J INDIAN CHEM SOC 2021. [DOI: 10.1016/j.jics.2021.100144] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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7
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Zhu Q, Liu L, Wang R, Zhou X. A split aptamer (SPA)-based sandwich-type biosensor for facile and rapid detection of streptomycin. JOURNAL OF HAZARDOUS MATERIALS 2021; 403:123941. [PMID: 33264988 DOI: 10.1016/j.jhazmat.2020.123941] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 08/31/2020] [Accepted: 09/01/2020] [Indexed: 06/12/2023]
Abstract
As antibiotic pollution is gaining prominence as a global issue, the demand for detection of streptomycin (STR), which is a widely used antibiotic with potential human health and ecological risks, has attracted increasing attention. Aptamer-based biosensors have been developed for the detection of STR in buffers and samples, however, the non-target signals due to the conformational variation of free aptamers possibly affect their sensitivity and stability. In this study, by introducing the STR-specific split aptamer (SPA), a sensitive evanescent wave fluorescent (EWF) biosensor is developed for the sandwich-type based detection of STR. The standard calibration curve obtained for STR has a detection limit of 33 nM with a linear range of 60-526 nM. This biosensor exhibited good selectivity, reliable reusability for at least 100 times measurements, and high recovery rates for spiked water samples; moreover, all detection steps are easy-to-operate and can be completed in 5 min. Therefore, it exhibits great promise for actual on-site environmental monitoring. Additionally, without introducing any other oligonucleotides or auxiliary materials, this SPA-based biosensing method shows potential as a simple, sensitive, and low-cost manner for the detection of other small molecular targets.
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Affiliation(s)
- Qian Zhu
- State Key Joint Laboratory of ESPC, School of Environment, Tsinghua University, Beijing, 100084, China
| | - Lanhua Liu
- State Key Joint Laboratory of ESPC, School of Environment, Tsinghua University, Beijing, 100084, China
| | - Ruoyu Wang
- State Key Joint Laboratory of ESPC, School of Environment, Tsinghua University, Beijing, 100084, China
| | - Xiaohong Zhou
- State Key Joint Laboratory of ESPC, School of Environment, Tsinghua University, Beijing, 100084, China; National Engineering Laboratory for Advanced Technology and Equipment of Water Environment Pollution Monitoring, Changsha, 410205, China.
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8
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Sun LZ, Jiang Y, Zhou Y, Chen SJ. RLDOCK: A New Method for Predicting RNA-Ligand Interactions. J Chem Theory Comput 2020; 16:7173-7183. [PMID: 33095555 DOI: 10.1021/acs.jctc.0c00798] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The ability to accurately predict the binding site, binding pose, and binding affinity for ligand-RNA binding is important for RNA-targeted drug design. Here, we describe a new computational method, RLDOCK, for predicting the binding site and binding pose for ligand-RNA binding. By developing an energy-based scoring function, we sample exhaustively all of the possible binding sites with flexible ligand conformations for a ligand-RNA pair based on the geometric and energetic scores. The model distinguishes from other approaches in three notable features. First, the model enables exhaustive scanning of all of the possible binding sites, including multiple alternative or coexisting binding sites, for a given ligand-RNA pair. Second, the model is based on a new energy-based scoring function developed here. Third, the model employs a novel multistep screening algorithm to improve computational efficiency. Specifically, first, for each binding site, we use a gird-based energy map to rank the binding sites according to the minimum Lennard-Jones potential energy for the different ligand poses. Second, for a given selected binding site, we predict the ligand pose using a two-step algorithm. In the first step, we quickly identify the probable ligand poses using a coarse-grained simplified energy function. In the second step, for each of the probable ligand poses, we predict the ligand poses using a refined energy function. Tests of the RLDOCK for a set of 230 RNA-ligand-bound structures indicate that RLDOCK can successfully predict ligand poses for 27.8, 58.3, and 69.6% of all of the test cases with the root-mean-square deviation within 1.0, 2.0, and 3.0 Å, respectively, for the top three predicted docking poses. The computational method presented here may enable the development of a new, more comprehensive framework for the prediction of ligand-RNA binding with an ensemble of RNA conformations and the metal-ion effects.
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Affiliation(s)
- Li-Zhen Sun
- Department of Applied Physics, Zhejiang University of Technology, Hangzhou 310023, China.,Department of Physics, Department of Biochemistry, and Informatics Institute, University of Missouri, Columbia, Missouri 65211, United States
| | - Yangwei Jiang
- Department of Physics, Department of Biochemistry, and Informatics Institute, University of Missouri, Columbia, Missouri 65211, United States
| | - Yuanzhe Zhou
- Department of Physics, Department of Biochemistry, and Informatics Institute, University of Missouri, Columbia, Missouri 65211, United States
| | - Shi-Jie Chen
- Department of Physics, Department of Biochemistry, and Informatics Institute, University of Missouri, Columbia, Missouri 65211, United States
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9
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Navien TN, Thevendran R, Hamdani HY, Tang TH, Citartan M. In silico molecular docking in DNA aptamer development. Biochimie 2020; 180:54-67. [PMID: 33086095 DOI: 10.1016/j.biochi.2020.10.005] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 09/23/2020] [Accepted: 10/14/2020] [Indexed: 12/21/2022]
Abstract
Aptamers are single-stranded DNA or RNA oligonucleotides generated by SELEX that exhibit binding affinity and specificity against a wide variety of target molecules. Compared to RNA aptamers, DNA aptamers are much more stable and therefore are widely adopted in a number of applications especially in diagnostics. The tediousness and rigor associated with certain steps of the SELEX intensify the efforts to adopt in silico molecular docking approaches together with in vitro SELEX procedures in developing DNA aptamers. Inspired by these endeavors, we carry out an overview of the in silico molecular docking approaches in DNA aptamer generation, by detailing the stepwise procedures as well as shedding some light on the various softwares used. The in silico maturation strategy and the limitations of the in silico approaches are also underscored.
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Affiliation(s)
- Tholasi Nadhan Navien
- Advanced Medical & Dental Institute (AMDI), Universiti Sains Malaysia, Bertam, 13200, Kepala Batas, Penang, Malaysia
| | - Ramesh Thevendran
- Advanced Medical & Dental Institute (AMDI), Universiti Sains Malaysia, Bertam, 13200, Kepala Batas, Penang, Malaysia
| | - Hazrina Yusof Hamdani
- Advanced Medical & Dental Institute (AMDI), Universiti Sains Malaysia, Bertam, 13200, Kepala Batas, Penang, Malaysia
| | - Thean-Hock Tang
- Advanced Medical & Dental Institute (AMDI), Universiti Sains Malaysia, Bertam, 13200, Kepala Batas, Penang, Malaysia.
| | - Marimuthu Citartan
- Advanced Medical & Dental Institute (AMDI), Universiti Sains Malaysia, Bertam, 13200, Kepala Batas, Penang, Malaysia.
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10
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Baulin E, Metelev V, Bogdanov A. Base-intercalated and base-wedged stacking elements in 3D-structure of RNA and RNA-protein complexes. Nucleic Acids Res 2020; 48:8675-8685. [PMID: 32687167 PMCID: PMC7470943 DOI: 10.1093/nar/gkaa610] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 07/05/2020] [Accepted: 07/15/2020] [Indexed: 12/25/2022] Open
Abstract
Along with nucleobase pairing, base-base stacking interactions are one of the two main types of strong non-covalent interactions that define the unique secondary and tertiary structure of RNA. In this paper we studied two subfamilies of nucleobase-inserted stacking structures: (i) with any base intercalated between neighboring nucleotide residues (base-intercalated element, BIE, i + 1); (ii) with any base wedged into a hydrophobic cavity formed by heterocyclic bases of two nucleotides which are one nucleotide apart in sequence (base-wedged element, BWE, i + 2). We have exploited the growing database of natively folded RNA structures in Protein Data Bank to analyze the distribution and structural role of these motifs in RNA. We found that these structural elements initially found in yeast tRNAPhe are quite widespread among the tertiary structures of various RNAs. These motifs perform diverse roles in RNA 3D structure formation and its maintenance. They contribute to the folding of RNA bulges and loops and participate in long-range interactions of single-stranded stretches within RNA macromolecules. Furthermore, both base-intercalated and base-wedged motifs participate directly or indirectly in the formation of RNA functional centers, which interact with various ligands, antibiotics and proteins.
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Affiliation(s)
- Eugene Baulin
- Laboratory of Applied Mathematics, Institute of Mathematical Problems of Biology RAS - the Branch of Keldysh Institute of Applied Mathematics of Russian Academy of Sciences, Pushchino, Moscow Region 142290, Russia
| | - Valeriy Metelev
- Department of Chemistry, Lomonosov Moscow State University, Moscow 119991, Russia
| | - Alexey Bogdanov
- To whom correspondence should be addressed. Tel: +7 495 9393143; Fax: +7 495 9393181;
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11
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Zhang J, Liu G, Sun W, Chen D, Murchie AIH. Aminoglycoside antibiotics can inhibit or activate twister ribozyme cleavage. FEBS J 2020; 288:1586-1598. [PMID: 32790122 DOI: 10.1111/febs.15517] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/19/2020] [Accepted: 08/10/2020] [Indexed: 12/11/2022]
Abstract
Interactions between aminoglycoside antibiotics and the twister ribozyme were investigated in this study. An initial screen of 17 RNA-binding antibiotics showed that a number of aminoglycosides inhibit the ribozyme, while a subset of aminoglycosides enhances twister cleavage. Initial kinetic analysis of the twister ribozyme showed a sevenfold inhibition of ribozyme cleavage by paromomycin and a fivefold enhancement of cleavage by sisomicin. Direct binding between the twister ribozyme RNA and paromomycin or sisomicin was measured by microscale thermophoresis. Selective 2'-hydroxyl acylation analysed by primer extension shows that both paromomycin and sisomicin induce distinctive tertiary structure changes to the twister ribozyme. Published crystal structures and mechanistic analysis of the twister ribozyme have deduced a nucleobase-mediated general acid-base catalytic mechanism, in which a conserved guanine plays a key role. Here, we show that paromomycin binding induces a structural transition to the twister ribozyme such that a highly conserved guanine in the active site becomes displaced, leading to inhibition of cleavage. In contrast, sisomicin binding appears to change interactions between P3 and L2, inducing allosteric changes to the active site that enhance twister RNA cleavage. Therefore, we show that small-molecule binding can modulate twister ribozyme activity. These results suggest that aminoglycosides may be used as molecular tools to study this widely distributed ribozyme.
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Affiliation(s)
- Jun Zhang
- Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, China.,Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Getong Liu
- Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, China.,Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Wenxia Sun
- Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, China.,Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Dongrong Chen
- Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, China.,Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Alastair I H Murchie
- Fudan University Pudong Medical Center, and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, China.,Key Laboratory of Metabolism and Molecular Medicine, Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai, China
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12
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Baptista LA, Netz PA. Single molecule force spectroscopy of a streptomycin-binding RNA aptamer: An out-of-equilibrium molecular dynamics study. J Chem Phys 2019; 151:195102. [PMID: 31757139 DOI: 10.1063/1.5128126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Here, we investigate the unfolding behavior of a streptomycin-binding ribonucleic acid (RNA) aptamer under application of force in shear geometry. Using Langevin out-of-equilibrium simulations to emulate the single-molecule force spectroscopy (SMFS) experiment, we were able to understand the hierarchical unfolding process that occurs in the RNA molecule under application of stretching force and the influence of streptomycin modifying this unfolding. Subsequently, the application of the Jarzynski equality to the force profiles obtained in the pulling simulations shows that the free energies for individual systems and the difference of unfolding free energy upon streptomycin binding to the RNA free aptamer are in fair agreement with the experimental values, obtained through SMFS by Nick et al. [J. Phys. Chem. B 120, 6479 (2016)].
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Affiliation(s)
- Luis A Baptista
- Programa de Pós-Graduação em Química, Instituto de Química, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Paulo A Netz
- Department of Physical Chemistry, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
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13
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Domin G, Findeiß S, Wachsmuth M, Will S, Stadler PF, Mörl M. Applicability of a computational design approach for synthetic riboswitches. Nucleic Acids Res 2017; 45:4108-4119. [PMID: 27994029 PMCID: PMC5397205 DOI: 10.1093/nar/gkw1267] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Accepted: 12/06/2016] [Indexed: 02/07/2023] Open
Abstract
Riboswitches have gained attention as tools for synthetic biology, since they enable researchers to reprogram cells to sense and respond to exogenous molecules. In vitro evolutionary approaches produced numerous RNA aptamers that bind such small ligands, but their conversion into functional riboswitches remains difficult. We previously developed a computational approach for the design of synthetic theophylline riboswitches based on secondary structure prediction. These riboswitches have been constructed to regulate ligand-dependent transcription termination in Escherichia coli. Here, we test the usability of this design strategy by applying the approach to tetracycline and streptomycin aptamers. The resulting tetracycline riboswitches exhibit robust regulatory properties in vivo. Tandem fusions of these riboswitches with theophylline riboswitches represent logic gates responding to two different input signals. In contrast, the conversion of the streptomycin aptamer into functional riboswitches appears to be difficult. Investigations of the underlying aptamer secondary structure revealed differences between in silico prediction and structure probing. We conclude that only aptamers adopting the minimal free energy (MFE) structure are suitable targets for construction of synthetic riboswitches with design approaches based on equilibrium thermodynamics of RNA structures. Further improvements in the design strategy are required to implement aptamer structures not corresponding to the calculated MFE state.
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Affiliation(s)
- Gesine Domin
- Leipzig University, Institute for Biochemistry, 04103 Leipzig, Germany
| | - Sven Findeiß
- University of Vienna, Research Group Bioinformatics and Computational Biology, Faculty of Computer Science, A-1090 Vienna, Austria.,University of Vienna, Institute for Theoretical Chemistry, A-1090 Vienna, Austria
| | - Manja Wachsmuth
- Leipzig University, Institute for Biochemistry, 04103 Leipzig, Germany
| | - Sebastian Will
- Leipzig University, Bioinformatics Group, Department of Computer Science and Interdisciplinary Center for Bioinformatics, 04107 Leipzig, Germany
| | - Peter F Stadler
- University of Vienna, Institute for Theoretical Chemistry, A-1090 Vienna, Austria.,Leipzig University, Bioinformatics Group, Department of Computer Science and Interdisciplinary Center for Bioinformatics, 04107 Leipzig, Germany.,Max Planck Institute for Mathematics in the Science, 04103 Leipzig, Germany.,Fraunhofer Institute for Cell Therapy and Immunology, 04103 Leipzig, Germany.,Santa Fe Institute, Santa Fe NM 87501, USA
| | - Mario Mörl
- Leipzig University, Institute for Biochemistry, 04103 Leipzig, Germany
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14
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Nick TA, de Oliveira TE, Pilat DW, Spenkuch F, Butt HJ, Helm M, Netz PA, Berger R. Stability of a Split Streptomycin Binding Aptamer. J Phys Chem B 2016; 120:6479-89. [PMID: 27281393 DOI: 10.1021/acs.jpcb.6b02440] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Thomas A Nick
- Max Planck Institute for Polymer Research , 55128 Mainz, Germany
| | - Tiago E de Oliveira
- Instituto de Química, Universidade Federal do Rio Grande do Sul , Avenida Bento Gonçalves, 9500, 91501-970 Porto Alegre-RS, Brazil
| | - Dominik W Pilat
- Max Planck Institute for Polymer Research , 55128 Mainz, Germany
| | - Felix Spenkuch
- Johannes Gutenberg Universität Mainz , Institute of Pharmacy and Biochemistry, 55128 Mainz, Germany
| | - Hans-Jürgen Butt
- Max Planck Institute for Polymer Research , 55128 Mainz, Germany
| | - Mark Helm
- Johannes Gutenberg Universität Mainz , Institute of Pharmacy and Biochemistry, 55128 Mainz, Germany
| | - Paulo A Netz
- Instituto de Química, Universidade Federal do Rio Grande do Sul , Avenida Bento Gonçalves, 9500, 91501-970 Porto Alegre-RS, Brazil
| | - Rüdiger Berger
- Max Planck Institute for Polymer Research , 55128 Mainz, Germany
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15
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Pfeiffer F, Mayer G. Selection and Biosensor Application of Aptamers for Small Molecules. Front Chem 2016; 4:25. [PMID: 27379229 PMCID: PMC4908669 DOI: 10.3389/fchem.2016.00025] [Citation(s) in RCA: 147] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Accepted: 05/30/2016] [Indexed: 12/12/2022] Open
Abstract
Small molecules play a major role in the human body and as drugs, toxins, and chemicals. Tools to detect and quantify them are therefore in high demand. This review will give an overview about aptamers interacting with small molecules and their selection. We discuss the current state of the field, including advantages as well as problems associated with their use and possible solutions to tackle these. We then discuss different kinds of small molecule aptamer-based sensors described in literature and their applications, ranging from detecting drinking water contaminations to RNA imaging.
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Affiliation(s)
- Franziska Pfeiffer
- Department of Chemical Biology, Life and Medical Sciences Institute, University of Bonn Bonn, Germany
| | - Günter Mayer
- Department of Chemical Biology, Life and Medical Sciences Institute, University of Bonn Bonn, Germany
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16
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Heiat M, Najafi A, Ranjbar R, Latifi AM, Rasaee MJ. Computational approach to analyze isolated ssDNA aptamers against angiotensin II. J Biotechnol 2016; 230:34-9. [PMID: 27188956 DOI: 10.1016/j.jbiotec.2016.05.021] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 05/06/2016] [Accepted: 05/13/2016] [Indexed: 11/17/2022]
Abstract
Aptamers are oligonucleotides with highly structured molecules that can bind to their targets through specific 3-D conformation. Commonly, not all the nucleotides such as primer binding fixed region and some other sequences are vital for aptamers folding and interaction. Elimination of unnecessary regions needs trustworthy prediction tools to reduce experimental efforts and errors. Here we introduced a manipulated in-silico approach to predict the 3-D structure of aptamers and their target interactions. To design an approach for computational analysis of isolated ssDNA aptamers (FLC112, FLC125 and their truncated core region including CRC112 and CRC125), their secondary and tertiary structures were modeled by Mfold and RNA composer respectively. Output PDB files were modified from RNA to DNA in the discovery studio visualizer software. Using ZDOCK server, the aptamer-target interactions were predicted. Finally, the interaction scores were compared with the experimental results. In-silico interaction scores and the experimental outcomes were in the same descending arrangement of FLC112>CRC125>CRC112>FLC125 with similar intensity. The consistent results of innovative in-silico method with experimental outputs, affirmed that the present method may be a reliable approach. Also, it showed that the exact in-silico predictions can be utilized as a credible reference to find aptameric fragments binding potency.
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Affiliation(s)
- Mohammad Heiat
- Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Ali Najafi
- Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran.
| | - Reza Ranjbar
- Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Ali Mohammad Latifi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mohammad Javad Rasaee
- Department of Clinical Biochemistry, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
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17
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D'Ascenzo L, Leonarski F, Vicens Q, Auffinger P. 'Z-DNA like' fragments in RNA: a recurring structural motif with implications for folding, RNA/protein recognition and immune response. Nucleic Acids Res 2016; 44:5944-56. [PMID: 27151194 PMCID: PMC4937326 DOI: 10.1093/nar/gkw388] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 04/28/2016] [Indexed: 01/09/2023] Open
Abstract
Since the work of Alexander Rich, who solved the first Z-DNA crystal structure, we have known that d(CpG) steps can adopt a particular structure that leads to forming left-handed helices. However, it is still largely unrecognized that other sequences can adopt ‘left-handed’ conformations in DNA and RNA, in double as well as single stranded contexts. These ‘Z-like’ steps involve the coexistence of several rare structural features: a C2’-endo puckering, a syn nucleotide and a lone pair–π stacking between a ribose O4’ atom and a nucleobase. This particular arrangement induces a conformational stress in the RNA backbone, which limits the occurrence of Z-like steps to ≈0.1% of all dinucleotide steps in the PDB. Here, we report over 600 instances of Z-like steps, which are located within r(UNCG) tetraloops but also in small and large RNAs including riboswitches, ribozymes and ribosomes. Given their complexity, Z-like steps are probably associated with slow folding kinetics and once formed could lock a fold through the formation of unique long-range contacts. Proteins involved in immunologic response also specifically recognize/induce these peculiar folds. Thus, characterizing the conformational features of these motifs could be a key to understanding the immune response at a structural level.
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Affiliation(s)
- Luigi D'Ascenzo
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de Biologie Moléculaire et Cellulaire du CNRS, Strasbourg 67084, France
| | - Filip Leonarski
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de Biologie Moléculaire et Cellulaire du CNRS, Strasbourg 67084, France Faculty of Chemistry, University of Warsaw, Pasteura 1, 02-093 Warsaw, Poland
| | - Quentin Vicens
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de Biologie Moléculaire et Cellulaire du CNRS, Strasbourg 67084, France
| | - Pascal Auffinger
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de Biologie Moléculaire et Cellulaire du CNRS, Strasbourg 67084, France
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18
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Measurement, Interpretation and Use of Free Ligand Solution Conformations in Drug Discovery. PROGRESS IN MEDICINAL CHEMISTRY 2016; 55:45-147. [DOI: 10.1016/bs.pmch.2015.10.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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19
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Zhang J, Ferré-D'Amaré AR. Dramatic improvement of crystals of large RNAs by cation replacement and dehydration. Structure 2015; 22:1363-1371. [PMID: 25185828 DOI: 10.1016/j.str.2014.07.011] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 07/11/2014] [Accepted: 07/28/2014] [Indexed: 12/21/2022]
Abstract
Compared to globular proteins, RNAs with complex 3D folds are characterized by poorly differentiated molecular surfaces dominated by backbone phosphates, sparse tertiary contacts stabilizing global architecture, and conformational flexibility. The resulting generally poor order of crystals of large RNAs and their complexes frequently hampers crystallographic structure determination. We describe and rationalize a postcrystallization treatment strategy that exploits the importance of solvation and counterions for RNA folding. Replacement of Li(+) and Mg(2+) needed for growth of crystals of a tRNA-riboswitch-protein complex with Sr(2+), coupled with dehydration, dramatically improved the resolution limit (8.5-3.2 Å) and data quality, enabling structure determination. The soft Sr(2+) ion forms numerous stabilizing intermolecular contacts. Comparison of pre- and posttreatment structures reveals how RNA assemblies redistribute as quasi-rigid bodies to yield improved crystal packing. Cation exchange complements previously reported postcrystallization dehydration of protein crystals and represents a potentially general strategy for improving crystals of large RNAs.
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Affiliation(s)
- Jinwei Zhang
- National Heart, Lung and Blood Institute, 50 South Drive, MSC 8012, Bethesda, MD 20892-8012, USA
| | - Adrian R Ferré-D'Amaré
- National Heart, Lung and Blood Institute, 50 South Drive, MSC 8012, Bethesda, MD 20892-8012, USA.
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20
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Wu P, Yu Y, McGhee CE, Tan LH, Lu Y. Applications of synchrotron-based spectroscopic techniques in studying nucleic acids and nucleic acid-functionalized nanomaterials. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2014; 26:7849-72. [PMID: 25205057 PMCID: PMC4275547 DOI: 10.1002/adma.201304891] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Revised: 06/02/2014] [Indexed: 05/22/2023]
Abstract
In this review, we summarize recent progress in the application of synchrotron-based spectroscopic techniques for nucleic acid research that takes advantage of high-flux and high-brilliance electromagnetic radiation from synchrotron sources. The first section of the review focuses on the characterization of the structure and folding processes of nucleic acids using different types of synchrotron-based spectroscopies, such as X-ray absorption spectroscopy, X-ray emission spectroscopy, X-ray photoelectron spectroscopy, synchrotron radiation circular dichroism, X-ray footprinting and small-angle X-ray scattering. In the second section, the characterization of nucleic acid-based nanostructures, nucleic acid-functionalized nanomaterials and nucleic acid-lipid interactions using these spectroscopic techniques is summarized. Insights gained from these studies are described and future directions of this field are also discussed.
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Affiliation(s)
- Peiwen Wu
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yang Yu
- Center of Biophysics and Computational Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Claire E. McGhee
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Li Huey Tan
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yi Lu
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. Center of Biophysics and Computational Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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21
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Nucleic Acid Ligands With Protein-like Side Chains: Modified Aptamers and Their Use as Diagnostic and Therapeutic Agents. MOLECULAR THERAPY-NUCLEIC ACIDS 2014; 3:e201. [PMID: 25291143 PMCID: PMC4217074 DOI: 10.1038/mtna.2014.49] [Citation(s) in RCA: 373] [Impact Index Per Article: 33.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 08/12/2014] [Indexed: 12/30/2022]
Abstract
Limited chemical diversity of nucleic acid libraries has long been suspected to be a major constraining factor in the overall success of SELEX (Systematic Evolution of Ligands by EXponential enrichment). Despite this constraint, SELEX has enjoyed considerable success over the past quarter of a century as a result of the enormous size of starting libraries and conformational richness of nucleic acids. With judicious introduction of functional groups absent in natural nucleic acids, the “diversity gap” between nucleic acid–based ligands and protein-based ligands can be substantially bridged, to generate a new class of ligands that represent the best of both worlds. We have explored the effect of various functional groups at the 5-position of uracil and found that hydrophobic aromatic side chains have the most profound influence on the success rate of SELEX and allow the identification of ligands with very low dissociation rate constants (named Slow Off-rate Modified Aptamers or SOMAmers). Such modified nucleotides create unique intramolecular motifs and make direct contacts with proteins. Importantly, SOMAmers engage their protein targets with surfaces that have significantly more hydrophobic character compared with conventional aptamers, thereby increasing the range of epitopes that are available for binding. These improvements have enabled us to build a collection of SOMAmers to over 3,000 human proteins encompassing major families such as growth factors, cytokines, enzymes, hormones, and receptors, with additional SOMAmers aimed at pathogen and rodent proteins. Such a large and growing collection of exquisite affinity reagents expands the scope of possible applications in diagnostics and therapeutics.
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22
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Chen D, Murchie AIH. An aminoglycoside sensing riboswitch controls the expression of aminoglycoside resistance acetyltransferase and adenyltransferases. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2014; 1839:951-8. [PMID: 24631585 DOI: 10.1016/j.bbagrm.2014.02.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2013] [Revised: 02/13/2014] [Accepted: 02/25/2014] [Indexed: 11/27/2022]
Abstract
The emergence of antibiotic resistance in human pathogens is an increasing threat to public health. The fundamental mechanisms that control the high levels of expression of antibiotic resistance genes are not yet completely understood. The aminoglycosides are one of the earliest classes of antibiotics that were introduced in the 1940s. In the clinic aminoglycoside resistance is conferred most commonly through enzymatic modification of the drug although resistance through enzymatic modification of the target rRNA through methylation or the overexpression of efflux pumps is also appearing. An aminoglycoside sensing riboswitch has been identified that controls expression of the aminoglycoside resistance genes that encode the aminoglycoside acetyltransferase (AAC) and aminoglycoside nucleotidyltransferase (ANT) (adenyltransferase (AAD)) enzymes. AAC and ANT cause resistance to aminoglycoside antibiotics through modification of the drugs. Expression of the AAC and ANT resistance genes is regulated by aminoglycoside binding to the 5' leader RNA of the aac/aad genes. The aminoglycoside sensing RNA is also associated with the integron cassette system that captures antibiotic resistance genes. Specific aminoglycoside binding to the leader RNA induces a structural transition in the leader RNA, and consequently induction of resistance protein expression. Reporter gene expression, direct measurements of drug RNA binding, chemical probing and UV cross-linking combined with mutational analysis demonstrated that the leader RNA functioned as an aminoglycoside sensing riboswitch in which drug binding to the leader RNA leads to the induction of aminoglycoside antibiotic resistance. This article is part of a Special Issue entitled: Riboswitches.
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Affiliation(s)
- Dongrong Chen
- Key Laboratory of Molecular Medicine, Ministry of Education, Department of Biochemistry and Molecular Biology, Fudan University Shanghai Medical College, Shanghai 200032, PR China; Institutes of Biomedical Sciences, Fudan University Shanghai Medical College, Shanghai 200032, PR China.
| | - Alastair I H Murchie
- Key Laboratory of Molecular Medicine, Ministry of Education, Department of Biochemistry and Molecular Biology, Fudan University Shanghai Medical College, Shanghai 200032, PR China; Institutes of Biomedical Sciences, Fudan University Shanghai Medical College, Shanghai 200032, PR China; School of Pharmacy, Fudan University, Zhang Heng Road 826, Pudong 201203, Shanghai, PR China.
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23
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The conformational musings of a medicinal chemist. Drug Discov Today 2014; 19:320-5. [DOI: 10.1016/j.drudis.2013.10.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Revised: 09/04/2013] [Accepted: 10/22/2013] [Indexed: 11/22/2022]
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24
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He W, Zhang X, Zhang J, Jia X, Zhang J, Sun W, Jiang H, Chen D, Murchie AIH. Riboswitch control of induction of aminoglycoside resistance acetyl and adenyl-transferases. RNA Biol 2013; 10:1266-73. [PMID: 23880830 DOI: 10.4161/rna.25757] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
The acquisition of antibiotic resistance by human pathogens poses a significant threat to public health. The mechanisms that control the proliferation and expression of antibiotic resistance genes are not yet completely understood. The aminoglycosides are a historically important class of antibiotics that were introduced in the 1940s. Aminoglycoside resistance is conferred most commonly through enzymatic modification of the drug or enzymatic modification of the target rRNA through methylation or through the overexpression of efflux pumps. In our recent paper, we reported that expression of the aminoglycoside resistance genes encoding the aminoglycoside acetyl transferase (AAC) and aminoglycoside adenyl transferase (AAD) enzymes was controlled by an aminoglycoside-sensing riboswitch RNA. This riboswitch is embedded in the leader RNA of the aac/aad genes and is associated with the integron cassette system. The leader RNA can sense and bind specific aminoglycosides such that the binding causes a structural transition in the leader RNA, which leads to the induction of aminoglycoside antibiotic resistance. Specific aminoglycosides induce reporter gene expression mediated by the leader RNA. Aminoglycoside RNA binding was measured directly and, aminoglycoside-induced changes in RNA structure monitored by chemical probing. UV cross-linking and mutational analysis identified potential aminoglycoside binding sites on the RNA.
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Affiliation(s)
- Weizhi He
- Key Laboratory of Molecular Medicine; the Ministry of Education; Department of Biochemistry and Molecular Biology; Fudan University Shanghai Medical College; Shanghai, PR China; Institutes of Biomedical Sciences; Fudan University Shanghai Medical College; Shanghai, PR China; School of Pharmacy; Fudan University; Pudong, Shanghai, China
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25
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Blundell CD, Packer MJ, Almond A. Quantification of free ligand conformational preferences by NMR and their relationship to the bioactive conformation. Bioorg Med Chem 2013; 21:4976-87. [PMID: 23886813 PMCID: PMC3744816 DOI: 10.1016/j.bmc.2013.06.056] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Accepted: 06/24/2013] [Indexed: 12/22/2022]
Abstract
Accurate unbound solution 3D-structures of ligands provide unique opportunities for medicinal chemistry and, in particular, a context to understand binding thermodynamics and kinetics. Previous methods of deriving these 3D-structures have had neither the accuracy nor resolution needed for drug design and have not yet realized their potential. Here, we describe and apply a NMR methodology to the aminoglycoside streptomycin that can accurately quantify accessible 3D-space and rank the occupancy of observed conformers to a resolution that enables medicinal chemistry understanding and design. Importantly, it is based upon conventional small molecule NMR techniques and can be performed in physiologically-relevant solvents. The methodology uses multiple datasets, an order of magnitude more experimental data than previous NMR approaches and a dynamic model during refinement, is independent of computational chemistry and avoids the problem of virtual conformations. The refined set of solution 3D-shapes for streptomycin can be grouped into two major families, of which the most populated is almost identical to the 30S ribosomal subunit bioactive shape. We therefore propose that accurate unbound ligand solution conformations may, in some cases, provide a subsidiary route to bioactive shape without crystallography. This experimental technique opens up new opportunities for drug design and more so when complemented with protein co-crystal structures, SAR data and pharmacophore modeling.
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Affiliation(s)
- Charles D Blundell
- C4X Discovery Ltd, Unit 310 Ducie House, Ducie Street, Manchester M1 2JW, UK
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26
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Arnaud J, Audfray A, Imberty A. Binding sugars: from natural lectins to synthetic receptors and engineered neolectins. Chem Soc Rev 2013; 42:4798-813. [PMID: 23353569 DOI: 10.1039/c2cs35435g] [Citation(s) in RCA: 124] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
The large diversity and complexity of glycan structures together with their crucial role in many biological or pathological processes require the development of new high-throughput techniques for analyses. Lectins are classically used for characterising, imaging or targeting glycoconjugates and, when printed on microarrays, they are very useful tools for profiling glycomes. Development of recombinant lectins gives access to reliable and reproducible material, while engineering of new binding sites on existing scaffolds allows tuning of specificity. From the accumulated knowledge on protein-carbohydrate interactions, it is now possible to use nucleotide and peptide (bio)synthesis for producing new carbohydrate-binding molecules. Such a biomimetic approach can also be addressed by boron chemistry and supra-molecular chemistry for the design of fully artificial glycosensors.
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Affiliation(s)
- Julie Arnaud
- Centre de Recherche sur les Macromolécules Végétales (CERMAV-CNRS), affiliated to Grenoble-Université and ICMG, Grenoble, France
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27
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Ruigrok VJB, Levisson M, Hekelaar J, Smidt H, Dijkstra BW, van der Oost J. Characterization of aptamer-protein complexes by X-ray crystallography and alternative approaches. Int J Mol Sci 2012; 13:10537-10552. [PMID: 22949878 PMCID: PMC3431876 DOI: 10.3390/ijms130810537] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 08/09/2012] [Accepted: 08/17/2012] [Indexed: 12/11/2022] Open
Abstract
Aptamers are oligonucleotide ligands, either RNA or ssDNA, selected for high-affinity binding to molecular targets, such as small organic molecules, proteins or whole microorganisms. While reports of new aptamers are numerous, characterization of their specific interaction is often restricted to the affinity of binding (K(D)). Over the years, crystal structures of aptamer-protein complexes have only scarcely become available. Here we describe some relevant technical issues about the process of crystallizing aptamer-protein complexes and highlight some biochemical details on the molecular basis of selected aptamer-protein interactions. In addition, alternative experimental and computational approaches are discussed to study aptamer-protein interactions.
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Affiliation(s)
- Vincent J. B. Ruigrok
- Laboratory of Microbiology, Wageningen University, Dreijenplein 10, Wageningen 6703 HB, The Netherlands; E-Mails: (M.L.); (H.S.)
| | - Mark Levisson
- Laboratory of Microbiology, Wageningen University, Dreijenplein 10, Wageningen 6703 HB, The Netherlands; E-Mails: (M.L.); (H.S.)
| | - Johan Hekelaar
- Laboratory of Biophysical Chemistry, University of Groningen, Nijenborgh 7, Groningen 9747 AG, The Netherlands; E-Mails: (J.H.); (B.W.D.)
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University, Dreijenplein 10, Wageningen 6703 HB, The Netherlands; E-Mails: (M.L.); (H.S.)
| | - Bauke W. Dijkstra
- Laboratory of Biophysical Chemistry, University of Groningen, Nijenborgh 7, Groningen 9747 AG, The Netherlands; E-Mails: (J.H.); (B.W.D.)
| | - John van der Oost
- Laboratory of Microbiology, Wageningen University, Dreijenplein 10, Wageningen 6703 HB, The Netherlands; E-Mails: (M.L.); (H.S.)
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28
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Derbyshire N, White SJ, Bunka DHJ, Song L, Stead S, Tarbin J, Sharman M, Zhou D, Stockley PG. Toggled RNA aptamers against aminoglycosides allowing facile detection of antibiotics using gold nanoparticle assays. Anal Chem 2012; 84:6595-602. [PMID: 22793869 PMCID: PMC3413241 DOI: 10.1021/ac300815c] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2012] [Accepted: 07/12/2012] [Indexed: 11/28/2022]
Abstract
We have used systematic evolution of ligands by exponential enrichment (SELEX) to isolate RNA aptamers against aminoglycoside antibiotics. The SELEX rounds were toggled against four pairs of aminoglycosides with the goal of isolating reagents that recognize conserved structural features. The resulting aptamers bind both of their selection targets with nanomolar affinities. They also bind the less structurally related targets, although they show clear specificity for this class of antibiotics. We show that this lack of aminoglycoside specificity is a common property of aptamers previously selected against single compounds and described as "specific". Broad target specificity aptamers would be ideal for sensors detecting the entire class of aminoglycosides. We have used ligand-induced aggregation of gold-nanoparticles coated with our aptamers as a rapid and sensitive assay for these compounds. In contrast to DNA aptamers, unmodified RNA aptamers cannot be used as the recognition ligand in this assay, whereas 2'-fluoro-pyrimidine derivatives work reliably. We discuss the possible application of these reagents as sensors for drug residues and the challenges for understanding the structural basis of aminoglycoside-aptamer recognition highlighted by the SELEX results.
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Affiliation(s)
- Nicola Derbyshire
- Astbury
Centre for Structural Molecular Biology and School of Chemistry, University of Leeds, Leeds, LS2 9JT,
United Kingdom
| | - Simon J. White
- Astbury
Centre for Structural Molecular Biology and School of Chemistry, University of Leeds, Leeds, LS2 9JT,
United Kingdom
| | - David H. J. Bunka
- Astbury
Centre for Structural Molecular Biology and School of Chemistry, University of Leeds, Leeds, LS2 9JT,
United Kingdom
| | - Lei Song
- Astbury
Centre for Structural Molecular Biology and School of Chemistry, University of Leeds, Leeds, LS2 9JT,
United Kingdom
| | - Sara Stead
- The Food and Environmental
Research Agency, Sand Hutton, Yorkshire, YO41 1LZ, United
Kingdom
| | - Jonathan Tarbin
- The Food and Environmental
Research Agency, Sand Hutton, Yorkshire, YO41 1LZ, United
Kingdom
| | - Matthew Sharman
- The Food and Environmental
Research Agency, Sand Hutton, Yorkshire, YO41 1LZ, United
Kingdom
| | - Dejian Zhou
- Astbury
Centre for Structural Molecular Biology and School of Chemistry, University of Leeds, Leeds, LS2 9JT,
United Kingdom
| | - Peter G. Stockley
- Astbury
Centre for Structural Molecular Biology and School of Chemistry, University of Leeds, Leeds, LS2 9JT,
United Kingdom
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29
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Gong P, Shi B, Zheng M, Wang B, Zhang P, Hu D, Gao D, Sheng Z, Zheng C, Ma Y, Cai L. PEI protected aptamer molecular probes for contrast-enhanced in vivo cancer imaging. Biomaterials 2012; 33:7810-7. [PMID: 22835645 DOI: 10.1016/j.biomaterials.2012.07.011] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2012] [Accepted: 07/05/2012] [Indexed: 10/28/2022]
Abstract
Aptamers have emerged as promising molecular probes for cancer diagnosis. However, their application for in vivo cancer imaging remains limitation due to the poor stability in blood and the degradation by nucleases. In the present study, we generated PEI/aptamer molecular complexes for cancer imaging in vivo by using deoxyribonuclease (DNase)-activatable fluorescence probes (DFProbes) to monitor DNA degradation. The results showed that the complexes with PEI at the N/P ratio from 3.8 to 15 effectively prevented the degradation of DFProbes both in vitro and in vivo. Moreover, PEI successfully protected TD05 aptamers from DNase degradation without affecting its specific recognition of Ramos cells. In tumor bearing mice, PEI/aptamer molecular complexes further demonstrated superior passive tumor targeting and extended circulation time as compared with free aptamer. Hence, the well-defined PEI/aptamer probe is a novel strategy to deliver targeted aptamer for tumor diagnosis and imaging in vivo.
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Affiliation(s)
- Ping Gong
- CAS Key Laboratory of Health Informatics, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, PR China
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30
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Strehlitz B, Reinemann C, Linkorn S, Stoltenburg R. Aptamers for pharmaceuticals and their application in environmental analytics. ACTA ACUST UNITED AC 2011; 4:1-30. [PMID: 22389661 PMCID: PMC3281204 DOI: 10.1007/s12566-011-0026-1] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2011] [Accepted: 11/10/2011] [Indexed: 01/07/2023]
Abstract
Aptamers are single-stranded DNA or RNA oligonucleotides, which are able to bind with high affinity and specificity to their target. This property is used for a multitude of applications, for instance as molecular recognition elements in biosensors and other assays. Biosensor application of aptamers offers the possibility for fast and easy detection of environmental relevant substances. Pharmaceutical residues, deriving from human or animal medical treatment, are found in surface, ground, and drinking water. At least the whole range of frequently administered drugs can be detected in noticeable concentrations. Biosensors and assays based on aptamers as specific recognition elements are very convenient for this application because aptamer development is possible for toxic targets. Commonly used biological receptors for biosensors like enzymes or antibodies are mostly unavailable for the detection of pharmaceuticals. This review describes the research activities of aptamer and sensor developments for pharmaceutical detection, with focus on environmental applications.
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Affiliation(s)
- Beate Strehlitz
- UFZ-Helmholtz Centre for Environmental Research, Permoserstr. 15, 04318 Leipzig, Germany
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31
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Bose D, Jayaraj G, Suryawanshi H, Agarwala P, Pore SK, Banerjee R, Maiti S. The Tuberculosis Drug Streptomycin as a Potential Cancer Therapeutic: Inhibition of miR-21 Function by Directly Targeting Its Precursor. Angew Chem Int Ed Engl 2011. [DOI: 10.1002/ange.201106455] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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Bose D, Jayaraj G, Suryawanshi H, Agarwala P, Pore SK, Banerjee R, Maiti S. The tuberculosis drug streptomycin as a potential cancer therapeutic: inhibition of miR-21 function by directly targeting its precursor. Angew Chem Int Ed Engl 2011; 51:1019-23. [PMID: 22173871 DOI: 10.1002/anie.201106455] [Citation(s) in RCA: 143] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2011] [Indexed: 12/31/2022]
Affiliation(s)
- Debojit Bose
- Proteomics and Structural Biology Unit, Institute of Genomics and Integrative Biology, CSIR, Mall Road, Delhi 110007, USA
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Matylla-Kulinska K, Boots JL, Zimmermann B, Schroeder R. Finding aptamers and small ribozymes in unexpected places. WILEY INTERDISCIPLINARY REVIEWS-RNA 2011; 3:73-91. [PMID: 21853532 DOI: 10.1002/wrna.105] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The discovery of the catalytic properties of RNAs was a milestone for our view of how life emerged and forced us to reformulate many of our dogmas. The urge to grasp the whole spectrum of potential activities of RNA molecules stimulated two decades of fervent research resulting in a deep understanding of RNA-based phenomena. Most ribozymes were discovered by serendipity during the analysis of chemical processes, whereas RNA aptamers were identified through meticulous design and selection even before their discovery in nature. The desire to obtain aptamers led to the development of sophisticated technology and the design of efficient strategies. With the new notion that transcriptomes cover a major part of genomes and determine the identity of cells, it is reasonable to speculate that many more aptamers and ribozymes are awaiting their discovery in unexpected places. Now, in the genomic era with the development of powerful bioinformatics and sequencing methods, we are overwhelmed with tools for studying the genomes of all living and possibly even extinct organisms. Genomic SELEX (systematic evolution of ligands by exponential enrichment) coupled with deep sequencing and sophisticated computational analysis not only gives access to unexplored parts of sequenced genomes but also allows screening metagenomes in an unbiased manner.
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Affiliation(s)
- Katarzyna Matylla-Kulinska
- Department of Biochemistry and Molecular Cell Biology, Max F. Perutz Laboratories, University of Vienna, Vienna, Austria
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34
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Teplova M, Wohlbold L, Khin NW, Izaurralde E, Patel DJ. Structure-function studies of nucleocytoplasmic transport of retroviral genomic RNA by mRNA export factor TAP. Nat Struct Mol Biol 2011; 18:990-8. [PMID: 21822283 PMCID: PMC3167930 DOI: 10.1038/nsmb.2094] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2010] [Accepted: 06/01/2011] [Indexed: 11/09/2022]
Abstract
Messenger RNA export is mediated by the TAP-p15 heterodimer, which belongs to the family of NTF2-like export receptors. TAP-p15 heterodimers also bind to the constitutive transport element (CTE) present in simian type D retroviral RNAs, and mediate export of viral unspliced RNAs to the host cytoplasm. We have solved the crystal structure of the RNA recognition and leucine-rich repeat motifs of TAP bound to one symmetrical-half of CTE RNA. L-shaped conformations of protein and RNA are involved in a mutual molecular embrace on complex formation. We have monitored the impact of structure-guided mutations on binding affinities in vitro and transport assays in vivo. Our studies define the principles by which CTE RNA subverts the mRNA export receptor TAP, thereby facilitating nuclear export of viral genomic RNAs, and more generally, provide insights on cargo RNA recognition by mRNA export receptors.
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Affiliation(s)
- Marianna Teplova
- Structural Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York, USA
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35
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Phan AT, Kuryavyi V, Darnell JC, Serganov A, Majumdar A, Ilin S, Raslin T, Polonskaia A, Chen C, Clain D, Darnell RB, Patel DJ. Structure-function studies of FMRP RGG peptide recognition of an RNA duplex-quadruplex junction. Nat Struct Mol Biol 2011; 18:796-804. [PMID: 21642970 PMCID: PMC3130835 DOI: 10.1038/nsmb.2064] [Citation(s) in RCA: 187] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2010] [Accepted: 03/30/2011] [Indexed: 01/22/2023]
Abstract
We have determined the solution structure of the complex between an arginine-glycine-rich RGG peptide from the fragile X mental retardation protein (FMRP) and an in vitro-selected guanine-rich sc1 RNA. The bound RNA forms a novel G-quadruplex separated from the flanking duplex stem by a mixed junctional tetrad. The RGG peptide is positioned along the major groove of the RNA duplex, with the G-quadruplex forcing a sharp turn of R10GGGGR15 at the duplex-quadruplex junction. Arginines R10 and R15 form cross-strand specificity-determining intermolecular hydrogen-bonds with the major-groove edges of guanines of adjacent Watson-Crick G•C pairs. Filter binding assays on RNA and peptide mutations identify and validate contributions of peptide-RNA intermolecular contacts and shape complementarity to molecular recognition. These findings on FMRP RGG domain recognition by a combination of G-quadruplex and surrounding RNA sequences have implications for recognition of other genomic G-rich RNAs.
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Affiliation(s)
- Anh Tuân Phan
- Structural Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York, USA.
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36
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Vacas T, Corzana F, Jiménez-Osés G, González C, Gómez AM, Bastida A, Revuelta J, Asensio JL. Role of Aromatic Rings in the Molecular Recognition of Aminoglycoside Antibiotics: Implications for Drug Design. J Am Chem Soc 2010; 132:12074-90. [DOI: 10.1021/ja1046439] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Tatiana Vacas
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Francisco Corzana
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Gonzalo Jiménez-Osés
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Carlos González
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Ana M. Gómez
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Agatha Bastida
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Julia Revuelta
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
| | - Juan Luis Asensio
- Instituto de Química Orgánica General (CSIC), Juan de la Cierva 3, 28006 Madrid, Spain, Departamento de Química, Universidad de La Rioja, UA-CSIC, Logroño, Spain, Departamento de Química Orgánica y Química Física. Universidad de Zaragoza-CSIC, Zaragoza, Spain, and Instituto de Química Física Rocasolano (CSIC), Madrid, Spain
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37
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Kondo J, Westhof E. Base pairs and pseudo pairs observed in RNA-ligand complexes. J Mol Recognit 2010; 23:241-52. [PMID: 19701919 DOI: 10.1002/jmr.978] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Previously, a geometric nomenclature was proposed in which RNA base pairs were classified by their interaction edges (Watson-Crick, Hoogsteen or sugar-edge) and the glycosidic bond orientations relative to the hydrogen bonds formed (cis or trans). Here, base pairs and pseudo pairs observed in RNA-ligand complexes are classified in a similar manner. Twenty-one basic geometric families are geometrically possible (18 for base pairs formed between a nucleic acid base and a ligand containing heterocycle and 3 families for pseudo pairs). Of those, 16 of them have been observed in X-ray and/or NMR structures.
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Affiliation(s)
- Jiro Kondo
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de Biologie Moléculaire et Cellulaire, CNRS, 15 rue René Descartes, 67084 Strasbourg, France
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38
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Gu LQ, Ding S, Gao C. Aptamer-encoded nanopore for ultrasensitive detection of bioterrorist agent ricin at single-molecule resolution. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2010; 2009:6699-702. [PMID: 19964179 DOI: 10.1109/iembs.2009.5333281] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The molecular-scale pore structure, called nanopore, can be formed from protein ion channels by genetic engineering or fabricated on solid substrates using fashion nanotechnology. Target molecules in interaction with the functionalized lumen of nanopore, can produce characteristic changes in the pore conductance, which act as fingerprints, allowing us to identify single molecules and simultaneously quantify each target species in the mixture. Nanopore sensors have been created for tremendous biomedical detections, with targets ranging from metal ions, drug compounds and cellular second messengers, to proteins and DNAs. Here we will review our recent discoveries with a lab-in-hand glass nanopore: single-molecule discrimination of chiral enantiomers with a trapped cyclodextrin, and sensing of bioterrorist agent ricin.
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Affiliation(s)
- Li-Qun Gu
- Dalton Cardiovascular Research Center and Department of Biological Engineering, University of Missouri, Columbia, MO 65211, USA.
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39
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Scheunemann AE, Graham WD, Vendeix FAP, Agris PF. Binding of aminoglycoside antibiotics to helix 69 of 23S rRNA. Nucleic Acids Res 2010; 38:3094-105. [PMID: 20110260 PMCID: PMC2875026 DOI: 10.1093/nar/gkp1253] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Aminoglycosides antibiotics negate dissociation and recycling of the bacterial ribosome’s subunits by binding to Helix 69 (H69) of 23S rRNA. The differential binding of various aminoglycosides to the chemically synthesized terminal domains of the Escherichia coli and human H69 has been characterized using spectroscopy, calorimetry and NMR. The unmodified E. coli H69 hairpin exhibited a significantly higher affinity for neomycin B and tobramycin than for paromomycin (Kds = 0.3 ± 0.1, 0.2 ± 0.2 and 5.4 ± 1.1 µM, respectively). The binding of streptomycin was too weak to assess. In contrast to the E. coli H69, the human 28S rRNA H69 had a considerable decrease in affinity for the antibiotics, an important validation of the bacterial target. The three conserved pseudouridine modifications (Ψ1911, Ψ1915, Ψ1917) occurring in the loop of the E. coli H69 affected the dissociation constant, but not the stoichiometry for the binding of paromomycin (Kd = 2.6 ± 0.1 µM). G1906 and G1921, observed by NMR spectrometry, figured predominantly in the aminoglycoside binding to H69. The higher affinity of the E. coli H69 for neomycin B and tobramycin, as compared to paromomycin and streptomycin, indicates differences in the efficacy of the aminoglycosides.
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Affiliation(s)
- Ann E Scheunemann
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695-7622, USA
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40
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Abstract
A number of RNAs ranging from small helices to large megadalton ribonucleoprotein complexes have been solved to atomic resolution using X-ray crystallography. As with proteins, RNA crystallography involves a number of screening trials in which the concentration of macromolecule, precipitant, salt, and temperature are varied, an approach known as searching "condition space." In contrast to proteins, the nature of base pairing in nucleic acids creates predictable secondary structure that facilitates the rational design of RNA variants, allowing "sequence space" to be screened in parallel. This chapter reviews RNA-specific techniques and considerations for RNA crystallography and presents a complete workflow used by our laboratory for solving RNA structures starting with initial library construction, methods to investigate and improve RNA crystal quality, and finally phase determination and structure solution.
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Affiliation(s)
- Francis E Reyes
- Department of Chemistry and Biochemistry, University of Colorado at Boulder, Boulder, Colorado, USA
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41
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Tombelli S, Bini A, Minunni M, Mascini M. Piezoelectric biosensors for aptamer-protein interaction. Methods Mol Biol 2009; 504:23-36. [PMID: 19159088 DOI: 10.1007/978-1-60327-569-9_2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Aptamers can be considered as a valid alternative to antibodies or other biomimetic receptors for the development of biosensors and other analytical methods. The production of aptamers is commonly performed by the SELEX (Systematic Evolution of Ligands by Exponential Enrichment) process, which, starting from large libraries of oligonucleotides, allows the isolation of large amounts of functional nucleic acids by an iterative process of in vitro selection and subsequent amplification through polymerase chain reaction. Aptamers are suitable for applications based on molecular recognition as analytical, diagnostic, and therapeutic tools. The use of aptamers as biorecognition element in piezoelectric biosensors will be here reported with particular application to the detection of thrombin.
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Affiliation(s)
- Sara Tombelli
- Dipartimento di Chimica, Università degli Studi di Firenze, Sesto Fiorentino, Italy
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42
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Long SB, Long MB, White RR, Sullenger BA. Crystal structure of an RNA aptamer bound to thrombin. RNA (NEW YORK, N.Y.) 2008; 14:2504-2512. [PMID: 18971322 PMCID: PMC2590953 DOI: 10.1261/rna.1239308] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2008] [Accepted: 09/11/2008] [Indexed: 05/26/2023]
Abstract
Aptamers, an emerging class of therapeutics, are DNA or RNA molecules that are selected to bind molecular targets that range from small organic compounds to large proteins. All of the determined structures of aptamers in complex with small molecule targets show that aptamers cage such ligands. In structures of aptamers in complex with proteins that naturally bind nucleic acid, the aptamers occupy the nucleic acid binding site and often mimic the natural interactions. Here we present a crystal structure of an RNA aptamer bound to human thrombin, a protein that does not naturally bind nucleic acid, at 1.9 A resolution. The aptamer, which adheres to thrombin at the binding site for heparin, presents an extended molecular surface that is complementary to the protein. Protein recognition involves the stacking of single-stranded adenine bases at the core of the tertiary fold with arginine side chains. These results exemplify how RNA aptamers can fold into intricate conformations that allow them to interact closely with extended surfaces on non-RNA binding proteins.
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Affiliation(s)
- Stephen B Long
- Department of Surgery, Duke University Medical Center, Durham, North Carolina 27710, USA.
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43
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Guilbert C, James TL. Docking to RNA via root-mean-square-deviation-driven energy minimization with flexible ligands and flexible targets. J Chem Inf Model 2008; 48:1257-68. [PMID: 18510306 DOI: 10.1021/ci8000327] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Structure-based drug design is now well-established for proteins as a key first step in the lengthy process of developing new drugs. In many ways, RNA may be a better target to treat disease than a protein because it is upstream in the translation pathway, so inhibiting a single mRNA molecule could prevent the production of thousands of protein gene products. Virtual screening is often the starting point for structure-based drug design. However, computational docking of a small molecule to RNA seems to be more challenging than that to protein due to the higher intrinsic flexibility and highly charged structure of RNA. Previous attempts at docking to RNA showed the need for a new approach. We present here a novel algorithm using molecular simulation techniques to account for both nucleic acid and ligand flexibility. In this approach, with both the ligand and the receptor permitted some flexibility, they can bind one another via an induced fit, as the flexible ligand probes the surface of the receptor. A possible ligand can explore a low-energy path at the surface of the receptor by carrying out energy minimization with root-mean-square-distance constraints. Our procedure was tested on 57 RNA complexes (33 crystal and 24 NMR structures); this is the largest data set to date to reproduce experimental RNA binding poses. With our procedure, the lowest-energy conformations reproduced the experimental binding poses within an atomic root-mean-square deviation of 2.5 A for 74% of tested complexes.
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Affiliation(s)
- Christophe Guilbert
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California 94158-2517, USA
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44
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Win MN, Smolke CD. RNA as a versatile and powerful platform for engineering genetic regulatory tools. Biotechnol Genet Eng Rev 2008; 24:311-46. [PMID: 18059640 DOI: 10.1080/02648725.2007.10648106] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Maung Nyan Win
- Department of Chemical Engineering, MC 210-41, California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
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45
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Windbichler N, Schroeder R. Isolation of specific RNA-binding proteins using the streptomycin-binding RNA aptamer. Nat Protoc 2007; 1:637-40. [PMID: 17406291 DOI: 10.1038/nprot.2006.95] [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] [Indexed: 11/09/2022]
Abstract
Here we report a simple and cheap one-step affinity purification protocol for isolating RNAs or proteins that interact with selected functional RNAs. The streptomycin-binding aptamer, termed 'StreptoTag,' is embedded in or fused to either end of any RNA of interest. The resulting hybrid RNA can then be immobilized on a streptomycin affinity matrix. When a complex protein mixture or total cellular lysate is applied to the matrix, subsequent elution with free streptomycin allows efficient recovery of specific ribonucleoprotein or RNA-RNA complexes. The method was successfully used to purify yeast and phage RNA-binding proteins and group II intron, viral and bacterial noncoding RNA (ncRNA)-binding proteins. The selective enrichment of bacterial mRNAs that bind ncRNAs has also been demonstrated. Once the affinity matrix, the RNA construct and the protein extracts have been prepared, the experimental procedure can be performed in 1-2 h.
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Affiliation(s)
- Nikolai Windbichler
- Imperial College London, Department of Biological Sciences, Imperial College Road, London SW7 2AZ, UK
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46
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Famulok M, Hartig JS, Mayer G. Functional aptamers and aptazymes in biotechnology, diagnostics, and therapy. Chem Rev 2007; 107:3715-43. [PMID: 17715981 DOI: 10.1021/cr0306743] [Citation(s) in RCA: 686] [Impact Index Per Article: 38.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Michael Famulok
- LIMES Institute, Program Unit Chemical Biology and Medicinal Chemistry, c/o Kekulé-Institut für Organische Chemie und Biochemie, Gerhard Domagk-Strasse 1, 53121 Bonn, Germany.
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47
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Tombelli S, Minunni M, Mascini M. Aptamers-based assays for diagnostics, environmental and food analysis. ACTA ACUST UNITED AC 2007; 24:191-200. [PMID: 17434340 DOI: 10.1016/j.bioeng.2007.03.003] [Citation(s) in RCA: 174] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2007] [Revised: 03/12/2007] [Accepted: 03/13/2007] [Indexed: 10/23/2022]
Abstract
Aptamers are single stranded DNA or RNA ligands which can be selected for different targets starting from a huge library of molecules containing randomly created sequences. Aptamers have been selected to bind very different targets, from proteins to small organic dyes. In addition to the very important aspect of having an unlimited source of identical affinity recognition molecules available due to the selection process, aptamers can offer advantages over antibodies that make them very promising for analytical applications. The use of aptamers as therapeutic tools is nowadays well established. On the contrary, the analytical application of aptamers in diagnostic devices or in systems for environmental and food analysis, is still under investigation and the scientific community still need further research to demonstrate the advancements brought by this new kind of ligands. This review will focus on these latter applications with particular attention to the detection of food pathogens, terrorism threat agents, thrombin and cytokines.
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Affiliation(s)
- Sara Tombelli
- Dipartimento di Chimica, Via della Lastruccia 3, 50019 Sesto Fiorentino, Italy
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48
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Abstract
Nucleic-acid aptamers have the molecular recognition properties of antibodies, and can be isolated robotically for high-throughput applications in diagnostics, research and therapeutics. Unlike antibodies, however, they can be chemically derivatized easily to extend their lifetimes in biological fluids and their bioavailability in animals. The first aptamer-based clinical drugs have recently entered service. Meanwhile, active research programmes have identified a wide range of anti-viral aptamers that could form the basis for future therapeutics.
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Affiliation(s)
- David H J Bunka
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
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49
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Abstract
Nucleic acid molecules are designed to interact predominantly with proteins or complementary nucleic acids. Interaction of nucleic acids with carbohydrates, abundant constituents of glycoproteins and glycolipids, are not common in cells. Biomedical applications of nucleic acids targeted against oligosaccharides, which are involved in the function of receptors, immune answer, host interaction with invading infectious agents, and cancer metastasis, are feasible. In vitro selection of nucleic acids interacting with oligoand polysaccharides is a promising strategy to identify potential inhibitors of biochemical recognition processes in which carbohydrates are involved. Several RNA and DNA aptamers directed against carbohydrates have already been isolated and characterized. The results are summarized in this article, and an attempt is made to draw initial conclusions concerning the perspectives of the outlined approach.
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Affiliation(s)
- M Sprinzl
- Laboratorium für Biochemie, Universität Bayreuth, 95440 Bayreuth, Germany.
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50
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Abstract
Crystal structures of complexes between ribosomal particles and antibiotics have pinned down very precisely the discrete binding sites of several classes of antibiotics inhibiting protein synthesis. The crystal structures of complexes between various antibiotics and ribosomal particles show definitively that ribosomal RNAs (rRNAs), rather than ribosomal proteins, are overwhelmingly targeted. The antibiotics are found at messenger RNA or transfer RNA binding sites and, most importantly, at pivot locations that are key for the structural rearrangements during the molecular mechanical steps in initiation, elongation, or termination of protein synthesis. We focus here on the 30S particle. Structurally, the antibiotics interact in many ways with RNA: (i) only with the phosphate groups (streptomycin); (ii) mainly with bases (hygromycin, spectinomycin); (iii) with a mixture of both (paromomycin, Geneticin); (iv) via magnesium ions (tetracycline) or a protein side chain (streptomycin). The antibiotics can mimic base stacking (pactamycin) or form pseudo-base pairing interactions with ribosomal bases (paromomycin and related aminoglycosides). Resistance strategies (mutations or methylations in rRNA or enzymatic modifications of the antibiotics) can generally be understood on the basis of the intermolecular contacts made between the antibiotics and rRNA residues in the crystal structures. In humans, toxicity of ribosomal antibiotics is most likely due, at least in part, to the sensitivity of mitochondrial ribosomes, since mitochondria evolved from a bacterial ancestor. Antibiotic families (e.g., aminoglycosides) form a set of invariant H-bonds to defined rRNA residues. When such residues are conserved in bacteria, but not in eukaryotes, resistance of eukaryotic ribosomes is observed. The structural knowledge, together with comparative genomic analysis, should allow for the development of new broad-spectrum antibiotics with higher selectivity toward bacterial ribosomes and less toxicity on eukaryotic cytoplasmic and mitochondrial ribosomes.
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Affiliation(s)
- Julia Wirmer
- Biologie Moléculaire et Cellulaire du CNRS, Université Louis Pasteur, Strasbourg, France
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