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Benítez AA, Hernández Cifre JG, Díaz Baños FG, de la Torre JG. Prediction of solution properties and dynamics of RNAs by means of Brownian dynamics simulation of coarse-grained models: Ribosomal 5S RNA and phenylalanine transfer RNA. BMC BIOPHYSICS 2015; 8:11. [PMID: 26629336 PMCID: PMC4666080 DOI: 10.1186/s13628-015-0025-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Accepted: 11/18/2015] [Indexed: 12/02/2022]
Abstract
Background The possibility of validating biological macromolecules with locally disordered domains like RNA against solution properties is helpful to understand their function. In this work, we present a computational scheme for predicting global properties and mimicking the internal dynamics of RNA molecules in solution. A simple coarse-grained model with one bead per nucleotide and two types of intra-molecular interactions (elastic interactions and excluded volume interactions) is used to represent the RNA chain. The elastic interactions are modeled by a set of Hooke springs that form a minimalist elastic network. The Brownian dynamics technique is employed to simulate the time evolution of the RNA conformations. Results That scheme is applied to the 5S ribosomal RNA of E. Coli and the yeast phenylalanine transfer RNA. From the Brownian trajectory, several solution properties (radius of gyration, translational diffusion coefficient, and a rotational relaxation time) are calculated. For the case of yeast phenylalanine transfer RNA, the time evolution and the probability distribution of the inter-arm angle is also computed. Conclusions The general good agreement between our results and some experimental data indicates that the model is able to capture the tertiary structure of RNA in solution. Our simulation results also compare quite well with other numerical data. An advantage of the scheme described here is the possibility of visualizing the real time macromolecular dynamics. Electronic supplementary material The online version of this article (doi:10.1186/s13628-015-0025-7) contains supplementary material, which is available to authorized users.
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Roh JH, Tyagi M, Briber RM, Woodson SA, Sokolov AP. The Dynamics of Unfolded versus Folded tRNA: The Role of Electrostatic Interactions. J Am Chem Soc 2011; 133:16406-9. [DOI: 10.1021/ja207667u] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Joon Ho Roh
- Department of Materials Science and Engineering, University of Maryland, College Park, Maryland, United States
- T. C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland, United States
- NIST Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, Maryland, United States
| | - Madhu Tyagi
- Department of Materials Science and Engineering, University of Maryland, College Park, Maryland, United States
- NIST Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, Maryland, United States
| | - R. M. Briber
- Department of Materials Science and Engineering, University of Maryland, College Park, Maryland, United States
| | - Sarah A. Woodson
- T. C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, Maryland, United States
| | - Alexei P. Sokolov
- Chemical Science Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
- Department of Chemistry, University of Tennessee, Knoxville, Tennessee, United States
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Nakamura S, Ikeguchi M, Shimizu K. Dynamical analysis of tRNAGln–GlnRS complex using normal mode calculation. Chem Phys Lett 2003. [DOI: 10.1016/s0009-2614(03)00425-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Lahiri A, Nilsson L. Molecular dynamics of the anticodon domain of yeast tRNA(Phe): codon-anticodon interaction. Biophys J 2000; 79:2276-89. [PMID: 11053108 PMCID: PMC1301116 DOI: 10.1016/s0006-3495(00)76474-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
We have studied the effect of codon-anticodon interaction on the structure and dynamics of transfer RNAs using molecular dynamics simulations over a nanosecond time scale. From our molecular dynamical investigations of the solvated anticodon domain of yeast tRNA(Phe) in the presence and absence of the codon trinucleotides UUC and UUU, we find that, although at a gross level the structures are quite similar for the free and the bound domains, there are small but distinct differences in certain parts of the molecule, notably near the Y37 base. Comparison of the dynamics in terms of interatomic or inter-residual distance fluctuation for the free and the bound domains showed regions of enhanced rigidity in the loop region in the presence of codons. Because fluorescence experiments suggested the existence of multiple conformers of the anticodon domain, which interconvert on a much larger time scale than our simulations, we probed the conformational space using five independent trajectories of 500 ps duration. A generalized ergodic measure analysis of the trajectories revealed that at least for this time scale, all the trajectories populated separate parts of the conformational space, indicating a need for even longer simulations or enhanced sampling of the conformational space to give an unequivocal answer to this question.
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Affiliation(s)
- A Lahiri
- Center for Structural Biochemistry, Karolinska Institutet, S 141 57 Huddinge, Sweden
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BERARDI R, FEHERVARI M, ZANNONI C. A Monte Carlo simulation study of associated liquid crystals. Mol Phys 1999. [DOI: 10.1080/00268979909482918] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Bahar I, Jernigan RL. Vibrational dynamics of transfer RNAs: comparison of the free and synthetase-bound forms. J Mol Biol 1998; 281:871-84. [PMID: 9719641 DOI: 10.1006/jmbi.1998.1978] [Citation(s) in RCA: 111] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The vibrational dynamics of transfer RNAs, both free, and complexed with the cognate synthetase, are analyzed using a model (Gaussian network model) which recently proved to satisfactorily describe the collective motions of folded proteins. The approach is similar to a normal mode analysis, with the major simplification that no residue specificity is taken into consideration, which permits us (i) to cast the problem into an analytical form applicable to biomolecular systems including about 10(3 )residues, and (ii) to acquire information on the essential dynamics of such large systems within computational times at least two orders of magnitude shorter than conventional simulations. On a local scale, the fluctuations calculated for yeast tRNAPhe and tRNAAsp in the free state, and for tRNAGln complexed with glutaminyl-tRNA synthetase (GlnRS) are in good agreement with the corresponding crystallographic B factors. On a global scale, a hinge-bending region comprising nucleotides U8 to C12 in the D arm, G20 to G22 in the D loop, and m7G46 to C48 in the variable loop (for tRNAPhe), is identified in the free tRNA, conforming with previous observations. The two regions subject to the largest amplitude anticorrelated fluctuations in the free form, i.e. the anticodon region and the acceptor arm are, at the same time, the regions that experience the most severe suppression in their flexibilities upon binding to synthetase, suggesting that their sampling of the conformational space facilitates their recognition by the synthetase. Likewise, examination of the global mode of motion of GlnRS in the complex indicates that residues 40 to 45, 260 to 270, 306 to 314, 320 to 327 and 478 to 485, all of which cluster near the ATP binding site, form a hinge-bending region controlling the cooperative motion, and thereby the catalytic function, of the enzyme. The distal beta-barrel and the tRNA acceptor binding domain, on the other hand, are distinguished by their high mobilities in the global modes of motion, a feature typical of recognition sites, also observed for other proteins. Most of the conserved bases and residues of tRNA and GlnRS are severely constrained in the global motions of the molecules, suggesting their having a role in stabilizing and modulating the global motion.
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Affiliation(s)
- I Bahar
- Laboratory of Experimental and Computational Biology, National Institutes of Health, Bethesda, MD 20892-5677, USA
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Rudnicki WR, Lesyng B, Harvey SC. Lagrangian molecular dynamics using selected conformational degrees of freedom, with application to the pseudorotation dynamics of furanose rings. Biopolymers 1994; 34:383-92. [PMID: 8161710 DOI: 10.1002/bip.360340310] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Using internal conformational degrees of freedom for biopolymers as natural variables, and introducing a Lagrangian dynamics approach, one can simulate time-dependent processes over a much longer time scale than in classical Newtonian molecular dynamics (MD) techniques. Two factors contribute to this: a substantial reduction in the number of degrees of freedom and a very large increase in the size of the time step. We present the Lagrangian equations of motion for repuckering transitions in model furanose (F), ribose (R), and 2'-deoxyribose (dR) ring systems using the pseudorotation phase angle as the single dynamic variable. As in most Lagrangian analyses, the effective masses for the R and dR models are dependent on conformation, and we test the behavior of this variable mass (VM) model. Since the variation in effective mass is small, the VM model is compared with a simplified constant mass (CM) model, which is shown to be an excellent approximation. The equations of motion for the CM and VM models are integrated with the leapfrog and the iterative leapfrog algorithms, respectively. The Lagrangian dynamics approach reduces the number of degrees of freedom from about 40 to 1, and allows the use of time steps on the order of 20 fs, about an order of magnitude greater than is used in conventional MD simulations.
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Affiliation(s)
- W R Rudnicki
- Department of Biophysics, Warsaw University, Poland
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Abstract
Normal mode calculation is applied to tRNAPhe and tRNAAsp, and their structural and vibrational aspects are analyzed. Dihedral angles along the phosphate-ribose backbone (alpha, beta, gamma, epsilon, zeta) and dihedral angles of glycosyl bonds (chi) are selected as movable parameters. The calculated displacement of each atom agrees with experimental data. In modes with frequencies higher than 130 cm-1, the motions are localized around each stem and the elbow region of the L-shape. On the other hand, collective motions such as bending or twisting of arms are seen in modes with lower frequencies. Hinge axes and bend angles are calculated without prior knowledge. Movements in modes with very low frequencies are combinations of hinge bending motions with various hinge axes and bend angles. The thermal fluctuations of dihedral angles well reflect the structural characters of transfer RNAs. There are some dihedral angles of nucleotides located around the elbow region of L-shape, which fluctuate about five to six times more than the average value. Nucleotides in the position seem to be influential in the dynamics of the entire structure. The normal mode calculation seems to provide much information for the study of conformational changes of transfer RNAs induced by aminoacyl-tRNA synthetase or codon during molecular recognition.
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MESH Headings
- Motion
- Nucleic Acid Conformation
- RNA, Fungal/chemistry
- RNA, Fungal/ultrastructure
- RNA, Transfer, Asp/chemistry
- RNA, Transfer, Asp/ultrastructure
- RNA, Transfer, Phe/chemistry
- RNA, Transfer, Phe/ultrastructure
- Saccharomyces cerevisiae
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Affiliation(s)
- S Nakamura
- Department of Biotechnology, University of Tokyo, Japan
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Abstract
The molecular dynamics algorithm (MD), which simulates intramolecular motions on the subnanosecond timescale, has been modified to allow the investigation of slow conformational transitions that do not necessarily occur spontaneously in MD simulations. The method is designated CONTRA MD (CONformational TRAnsitions by Molecular Dynamics with minimum biasing). The method requires the prior definition of a single conformational variable that is required to vary monotonically from an initial conformation to a final target conformation. The simulation is broken up into a series of short free MD segments, and we determine, after each segment of MD, whether or not the system has evolved toward the final conformation. Those segments that do not move the system in that direction are deleted. Those that do move it toward the final conformation are patched together sequentially to generate a single representative trajectory along the transition pathway. The CONTRA MD method is demonstrated first by application to the simultaneous C2'-endo to C3'-endo repucker and anti to syn N-glycosidic torsion transitions in 2'-deoxyadenosine and then to the large-scale bending in phenylalanine transfer RNA.
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Affiliation(s)
- S C Harvey
- Department of Biochemistry, University of Alabama, School of Medicine, Birmingham 35294
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Abstract
Molecular dynamics (MD) simulations have been carried out for 62.5 ps on crystal structures of deoxy sickle cell hemoglobin (HbS) and normal deoxy hemoglobin (HbA) using the CHARMM MD algorithm, with a time step of 0.001 ps. In the trajectory analysis of the 12.5-62.5 (50 ps) simulation, oscillations of the radius of gyration and solvent-accessible surface area were calculated. HbS exhibited a general contraction during the simulation, while HbA exhibited a nearly constant size. The average deviations of simulated structures from the starting structures were found to be 1.8 A for HbA and 2.3 A for HbS. The average rms amplitudes of atomic motions (atomic flexibility) were about 0.7 A HbA and about 1.0 A for HbS. The amplitudes of backbone motion correlate well with temperature factors derived from x-ray crystallography. A comparison of flexibility between the alpha- and beta-chains in both HbA and HbS indicates that the beta-chains generally exhibited greater flexibility than the alpha-chains, and that the HbS beta-chains exhibit greater flexibility in the N-terminal and D- and F-helix regions than do those of HbA. The average amplitude of backbone torsional oscillations was about 9 degrees, a value comparable with that of other simulations, with enhanced torsional oscillation occurring primarily at the ends of helices or in loop regions between helices. Comparison of atomic flexibility and torsional oscillation results suggests that the increased beta-chain flexibility results from relatively concerted motions of secondary structure elements. The increased flexibility may play an important role in HbS polymerization.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- M Prabhakaran
- Center for Pharmaceutical Biotechnology, University of Illinois, Chicago 60680
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11
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Wallis EP, Thompson DL. Molecular dynamics simulation of conformational changes in gas-phase RDX. Chem Phys Lett 1992. [DOI: 10.1016/0009-2614(92)85216-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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12
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Herzyk P, Goodfellow JM, Neidle S. Molecular dynamics simulations of dinucleoside and dinucleoside-drug crystal hydrates. J Biomol Struct Dyn 1991; 9:363-86. [PMID: 1741968 DOI: 10.1080/07391102.1991.10507918] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Molecular dynamics simulations have been performed on the dinucleoside monophosphates rGpC and dCpG, the latter in its intercalation complex with the acridine drug proflavine. The simulations were performed on the crystal structures, with crystallographically-located solvent molecules. It was found that satisfactory results were best obtained with restraints placed on the movements of the water molecules. Motions of individual atoms have been examined in terms of rms fluctuations and anisotropy and correlation functions. Relative motions of groups (phosphates, sugars, bases and proflavine molecules) have been analysed.
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Affiliation(s)
- P Herzyk
- Department of Crystallography, Birkbeck College, London, U.K
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Tran VH, Brady JW. Disaccharide conformational flexibility. II. Molecular dynamics simulations of sucrose. Biopolymers 1990; 29:977-97. [PMID: 2369625 DOI: 10.1002/bip.360290610] [Citation(s) in RCA: 29] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Molecular dynamics simulations have been used to study the motions in vacuum of the disaccharide sucrose. Ensembles of trajectories were calculated for each of the five local minimum energy conformations identified in the adiabatic conformational energy mapping of this molecule. The model sucrose molecules were found to exhibit a variety of motions, although the global minimum energy conformation was found to be dynamically stable, and no transitions away from this structure were observed to occur spontaneously. In all but one of these vacuum trajectories, the intramolecular hydrogen bond between residues was maintained, in accord with recent nmr studies of this molecule in aqueous solution. Considerable flexibility of the furanoid ring was found in the trajectories. No "flips" to the opposite puckering for this ring were found in the simulations starting from the global minimum, although such a transition was observed for a trajectory initiated with one of the higher local minimum energy conformations. Overall, the observed structural fluctuations were consistent with the experimental picture of sucrose as a relatively rigid molecule.
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Affiliation(s)
- V H Tran
- Department of Food Science, Cornell University, Ithaca, New York 14853
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14
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Cognet JA, Gabarro-Arpa J, Cuniasse P, Fazakerley GV, Le Bret M. Molecular mechanics and dynamics of an abasic frameshift in DNA and comparison to NMR data. J Biomol Struct Dyn 1990; 7:1095-115. [PMID: 2361001 DOI: 10.1080/07391102.1990.10508549] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
In a previous publication (Ph. Cuniasse, L.C. Sowers, R. Eritja, B. Kaplan, M.F. Goodman, J.A.H. Cognet, M. Le Bret, W. Guschlbauer and G.V. Fazakerley, Biochemistry 28, 2018 (1989), we determined by two dimensional NMR studies and molecular mechanics calculations the three-dimensional structure of a non-selfcomplementary oligonucleotide: [sequence; see text] where dr, at the center of the first strand, is a model abasic site. In order to explain all the results arising from NMR measurements, we found that an equilibrium between two conformations was necessary. These conformations differ mainly by the sugar pucker of G5 which is C2' endo or C3' endo. The latter is stabilized by addition of counterions between phosphate residues P3 and P4. In this paper, we have constructed systematically, all possible structures as a function of torsion angles delta of dr4 and of G5 by molecular mechanics in the presence or absence of counterions. Since these conformations were not forced with NMR distance measurements, this method allows detailed comparisons between all possible conformations and NMR data. Maps of contour lines of the potential energy, of fits to NMR distance measurements, and of helical twist as a function of torsion angles delta of dr4 and of G5 unravel the difficulties associated with the study of the G5 sugar pucker conformation equilibrium. Sugar puckers and proton distances are very sensitive criteria to monitor molecular dynamics. Relying on these experimental criteria, we have tested many molecular dynamics preparation phases and we propose a new warm-up and equilibration procedure for molecular dynamics. Thus we show with a 290 ps molecular dynamic run that G5 is in conformational equilibrium and that all NMR data are well reproduced.
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Affiliation(s)
- J A Cognet
- Unité de Biochimie-Enzymologie, Institut Gustave Roussy (U140 INSERM, U158 CNRS), Villejuif, France
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Patkowski A, Eimer W, Dorfmüller T. Internal dynamics of tRNA(Phe) studied by depolarized dynamic light scattering. Biopolymers 1990; 30:975-83. [PMID: 2092826 DOI: 10.1002/bip.360300912] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The collective internal dynamics of transfer RNA(Phe) from brewer's yeast in solution was studied by depolarized dynamic light scattering (DDLS). Within the melting region of tRNA the depolarized spectra consist of two Lorentzian, where the narrow (slow) component describes the overall rotation of the macromolecule. The broad component is attributed to the collective reorientation of the bases within the biopolymer. At high temperature only this relaxation process is observed in the spectrum. The viscosity dependence of the collective internal relaxation process is described by the Stokes-Einstein-Debye equation for rotational diffusion. Estimates of the internal orientational pair correlation factor from the integral depolarized intensities of tRNA(Phe) solutions indicates that the observed dynamics correspond to the collective reorientation of approximately 5 bases. A comparison of the results presented with DDLS studies on the aggregation of the mononucleotide guanosine-5'-monophosphate confirms this result. For a further characterization of the relaxation process we studied the effect of hydrostatic pressure (1-1000 bar) on the depolarized spectra of tRNA. While other spectroscopic methods like nmr, fluorescence polarization anisotropy decay, or ESR give information about the very local motion of a single base within the DNA or RNA, this study shows that by DDLS one can characterize collective internal motions of macromolecules.
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Affiliation(s)
- A Patkowski
- Molecular Biophysics Laboratory, A. Mickiewicz University, Poznan, Poland
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Ha SN, Madsen LJ, Brady JW. Conformational analysis and molecular dynamics simulations of maltose. Biopolymers 1988; 27:1927-52. [PMID: 3240360 DOI: 10.1002/bip.360271207] [Citation(s) in RCA: 118] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Abstract
Molecular models are proposed to describe the relative arrangement of aminoacyl and peptidyl tRNAs when bound to their respective A and P sites on the ribosome. The crystallographically determined structures of tRNAasp and tRNAphe have served as the models for these bound structures, while the imposed steric constraints for the model complexes were based on the results of published experimental data. The constructed models satisfy the stereochemical requirements needed for codon-anticodon interaction and for peptide bond formation. In this paper, the results of the complex containing tRNAphe as the A and P site bound transfer RNAs, is compared to a similarly constructed model which uses tRNAasp as the ribosome-bound transfer RNAs. The models have the following three major features: 1) the aminoacyl and peptidyl transfer RNAs assume an angle of approximately 45 degrees relative to each other; 2) in providing the proper stereochemistry for peptide bond condensation, a significant kink must be present in the messenger RNA between the A site and P site codons; and 3) a comparison of the two model complexes indicates that structural variations between the tRNAs or any allosteric transitions of the transfer RNAs associated with codon-anticodon recognition may be accommodated in the model by way of freedom of rotation about the phosphate backbone bonds in the mRNA between consecutive codons.
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Affiliation(s)
- J J McDonald
- Department of Biophysics, Roswell Park Memorial Institute, Buffalo, New York 14263
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Prabhakaran M, Harvey SC, McCammon JA. Molecular-dynamics simulation of phenylalanine transfer RNA. II. Amplitudes, anisotropies, and anharmonicities of atomic motions. Biopolymers 1985; 24:1189-204. [PMID: 2992621 DOI: 10.1002/bip.360240707] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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