Thermodynamic Characterization of RNA Duplexes Containing Naturally Occurring 1 × 2 Nucleotide Internal Loops†
Abstract

Thermodynamic data for RNA 1 × 2 nucleotide internal loops are lacking. Thermodynamic data that are available for 1 × 2 loops, however, are for loops that rarely occur in nature. In order to identify the most frequently occurring 1 × 2 nucleotide internal loops, a database of 955 RNA secondary structures was compiled and searched. Twenty-four RNA duplexes containing the most common 1 × 2 nucleotide loops were optically melted, and the thermodynamic parameters ΔH°, ΔS°, ΔG°37, and TM for each duplex were determined. This data set more than doubles the number of 1 × 2 nucleotide loops previously studied. A table of experimental free energy contributions for frequently occurring 1 × 2 nucleotide loops (as opposed to a predictive model) is likely to result in better prediction of RNA secondary structure from sequence. In order to improve free energy calculations for duplexes containing 1 × 2 nucleotide loops that do not have experimental free energy contributions, the data collected here were combined with data from 21 previously studied 1 × 2 loops. Using linear regression, the entire dataset was used to derive nearest neighbor parameters that can be used to predict the thermodynamics of previously unmeasured 1 × 2 nucleotide loops. The ΔG°37,loop and ΔH°loop nearest neighbor parameters derived here were compared to values that were published previously for 1 × 2 nucleotide loops but were derived from either a significantly smaller dataset of 1 × 2 nucleotide loops or from internal loops of various sizes [Lu, Z. J., Turner, D. H., and Mathews, D. H. (2006) Nucleic Acids Res. 34, 4912−4924]. Most of these values were found to be within experimental error, suggesting that previous approximations and assumptions associated with the derivation of those nearest neighbor parameters were valid. ΔS°loop nearest neighbor parameters are also reported for 1 × 2 nucleotide loops. Both the experimental thermodynamics and the nearest neighbor parameters reported here can be used to improve secondary structure prediction from sequence.
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Partial funding for this project was provided by the St. Louis University College of Arts and Sciences, St. Louis University Department of Chemistry, a St. Louis University Summer Research Award (B.M.Z.), the St. Louis University Faculty Development Fund (B.M.Z.), two Sigma Xi Grants-in-Aide of Research (J.B. and S.K.), and the Students and Teachers as Research Scientists (STARS) Program (E.L.W.).
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To whom correspondence should be addressed. Phone: (314) 977-8567. Fax: (314) 977-2521. E-mail: [email protected].
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- Amber R. Davis and Brent M. Znosko. Positional and Neighboring Base Pair Effects on the Thermodynamic Stability of RNA Single Mismatches. Biochemistry 2010, 49 (40) , 8669-8679. https://doi.org/10.1021/bi100146z
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- Shen Tian, Goro Terai, Yoshiaki Kobayashi, Yasuaki Kimura, Hiroshi Abe, Kiyoshi Asai, Kumiko Ui-Tei. A robust model for quantitative prediction of the silencing efficacy of wild-type and A-to-I edited miRNAs. RNA Biology 2020, 17 (2) , 264-280. https://doi.org/10.1080/15476286.2019.1678364
- Allison A. O'Connell, Jared A. Hanson, Darryl C. McCaskill, Ethan T. Moore, Daniel C. Lewis, Neena Grover. Thermodynamic examination of pH and magnesium effect on U6 RNA internal loop. RNA 2019, 25 (12) , 1779-1792. https://doi.org/10.1261/rna.070466.119
- Jeffrey Zuber, B. Joseph Cabral, Iain McFadyen, David M. Mauger, David H. Mathews. Analysis of RNA nearest neighbor parameters reveals interdependencies and quantifies the uncertainty in RNA secondary structure prediction. RNA 2018, 24 (11) , 1568-1582. https://doi.org/10.1261/rna.065102.117
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- D. Wagner, J. Rinnenthal, F. Narberhaus, H. Schwalbe. Mechanistic insights into temperature-dependent regulation of the simple cyanobacterial hsp17 RNA thermometer at base-pair resolution. Nucleic Acids Research 2015, 43 (11) , 5572-5585. https://doi.org/10.1093/nar/gkv414
- Mirela Andronescu, Anne Condon, Douglas H. Turner, David H. Mathews. The Determination of RNA Folding Nearest Neighbor Parameters. 2014, 45-70. https://doi.org/10.1007/978-1-62703-709-9_3
- Brian Houck-Loomis, Michael A. Durney, Carolina Salguero, Neelaabh Shankar, Julia M. Nagle, Stephen P. Goff, Victoria M. D’Souza. An equilibrium-dependent retroviral mRNA switch regulates translational recoding. Nature 2011, 480 (7378) , 561-564. https://doi.org/10.1038/nature10657
- Howard M. Salis. The Ribosome Binding Site Calculator. 2011, 19-42. https://doi.org/10.1016/B978-0-12-385120-8.00002-4
- Mirela Andronescu, Anne Condon, Holger H. Hoos, David H. Mathews, Kevin P. Murphy. Computational approaches for RNA energy parameter estimation. RNA 2010, 16 (12) , 2304-2318. https://doi.org/10.1261/rna.1950510
- Justin P. Sheehy, Amber R. Davis, Brent M. Znosko. Thermodynamic characterization of naturally occurring RNA tetraloops. RNA 2010, 16 (2) , 417-429. https://doi.org/10.1261/rna.1773110
- Vincenzo Venditti, Lawrence Clos, Neri Niccolai, Samuel E. Butcher. Minimum-Energy Path for a U6 RNA Conformational Change Involving Protonation, Base-Pair Rearrangement and Base Flipping. Journal of Molecular Biology 2009, 391 (5) , 894-905. https://doi.org/10.1016/j.jmb.2009.07.003
- Martha E. Christiansen, Brent M. Znosko. Thermodynamic characterization of tandem mismatches found in naturally occurring RNA. Nucleic Acids Research 2009, 37 (14) , 4696-4706. https://doi.org/10.1093/nar/gkp465
- Mirela Andronescu, Vera Bereg, Holger H Hoos, Anne Condon. RNA STRAND: The RNA Secondary Structure and Statistical Analysis Database. BMC Bioinformatics 2008, 9 (1) https://doi.org/10.1186/1471-2105-9-340