The contribution of pseudouridine to stabilities and structure of RNAs
Open accessAbstract
Thermodynamic data are reported revealing that pseudouridine (Ψ) can stabilize RNA duplexes when replacing U and forming Ψ-A, Ψ-G, Ψ-U and Ψ-C pairs. Stabilization is dependent on type of base pair, position of Ψ within the RNA duplex, and type and orientation of adjacent Watson–Crick pairs. NMR spectra demonstrate that for internal Ψ-A, Ψ-G and Ψ-U pairs, the N3 imino proton is hydrogen bonded to the opposite strand nucleotide and the N1 imino proton may also be hydrogen bonded. CD spectra show that general A-helix structure is preserved, but there is some shifting of peaks and changing of intensities. Ψ has two hydrogen donors (N1 and N3 imino protons) and two hydrogen bond acceptors because the glycosidic bond is C-C rather than C-N as in uridine. This greater structural potential may allow Ψ to behave as a kind of structurally driven universal base because it can enhance stability relative to U when paired with A, G, U or C inside a double helix. These structural and thermodynamic properties may contribute to the biological functions of Ψ.
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The improvement in prediction accuracy from training on modified RNAs is likely due to the model learning the impact of Ψ and m1Ψ on the formation of secondary structure.
“This is likely due to the model learning the impact of Ψ and m1Ψ on the formation of secondary structure33.”
From Human 5′ UTR design and variant effect prediction from a massively parallel translation assay (2019) · cites this paper as [33]
The Results section reports that replacing U with Ψ usually increases RNA-duplex stability, supporting the premise that Ψ can affect RNA structure. The paper does not establish an effect of m1Ψ or examine whether a model learned either modification’s effects, so it cannot substantiate the proposed explanation for improved prediction accuracy. (LLM, conf=0.88)
Experimental — accuracy not yet measuredΨ is more promiscuous in base-pairing than U and can pair with both A and G and, to a lesser extent, with C and U, so stop codons become more prone to misreading by tRNAs.
“As Ψ is more promiscuous in base-pairing than U and can pair with both A and G and, to a less extent, with C and U [16], stop codons become more prone to misreading by tRNAs [17].”
From Detailed Dissection and Critical Evaluation of the Pfizer/BioNTech and Moderna mRNA Vaccines (2021) · cites this paper as [16]
The Discussion reports Ψ-A, Ψ-G and Ψ-U hydrogen bonding and generally greater stability when Ψ replaces U in mispairs. But it says Ψ and U hydrogen-bond to those bases in similar ways, and finds no NMR evidence of hydrogen bonding in Ψ-C, so the claimed greater breadth of base-pairing is not established. The stop-codon clause is attached to a different citation and is not judged here. (LLM, conf=0.86)
Experimental — accuracy not yet measuredΨ wobbles more in base-pairing than U and can pair not only with A and G, but also, to a lesser extent, with C and U.
“However, Ψ wobbles more in base-pairing than U and can pair not only with A and G, but also, to a lesser extent, with C and U [16].”
From Detailed Dissection and Critical Evaluation of the Pfizer/BioNTech and Moderna mRNA Vaccines (2021) · cites this paper as [16]
G/Ψ base pairs are expected to be stronger than G/U base pairs.
“G/Ψ base pairs are expected to be stronger than G/U base pairs [16].”
From Detailed Dissection and Critical Evaluation of the Pfizer/BioNTech and Moderna mRNA Vaccines (2021) · cites this paper as [16]
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Research works printed but not linked: 41
- [1]Charette M Gray MW Pseudouridine in RNA: what, where, how, and why IUBMB Life 2000 49 341 351 10902565
- [3]Davis DR Stabilization of RNA stacking by pseudouridine Nucleic Acids Res. 1995 23 5020 5026 8559660 PMC307508
- [4]Newby MI Greenbaum NL Investigation of Overhauser effects between pseudouridine and water protons in RNA helices Proc. Natl Acad. Sci. USA 2002 99 12697 12702 12242344 PMC130523
- [5]Sumita M Jiang J SantaLucia J Chow CS Comparison of solution conformations and stabilities of modified helix 69 rRNA analogs from bacteria and human Biopolymers 2011 97 94 106 21858779 PMC3269404
- [6]Durant PC Davis DR Stabilization of the anticodon stem-loop of tRNA(LyS,3) by an A(+)-C base-pair and by pseudouridine J. Mol. Biol. 1999 285 115 131 9878393
- [7]Abeysirigunawardena SC Chow CS pH-dependent structural changes of helix 69 from Escherichia coli 23S ribosomal RNA RNA-Publ. RNA Soc. 2008 14 782 792 PMC2271367 18268024
- [8]Sumita M Desaulniers JP Chang YC Chui HMP Clos L Chow CS Effects of nucleotide substitution and modification on the stability and structure of helix 69 from 28S rRNA RNA-Publ. RNA Soc. 2005 11 1420 1429 PMC1370825 16120833
- [9]Hall KB McLaughlin LW Properties of a U1/messenger-RNA 5′ splice site duplex containing pseudouridine as measured by thermodynamic and NMR methods Biochemistry 1991 30 1795 1801 1993194
- [10]Hall KB McLaughlin LW Properties of pseudouridine N1-imino protons located in the major groove of an A-form RNA duplex Nucleic Acids Res. 1992 20 1883 1889 1579489 PMC312302
- [11]Newby MI Greenbaum NL Sculpting of the spliceosomal branch site recognition motif by a conserved pseudouridine Nat. Struct. Biol. 2002 9 958 965 12426583
- [12]Newby MI Greenbaum NL A conserved pseudouridine modification in eukaryotic U2 snRNA induces a change in branch-site architecture RNA-Publ. RNA Soc. 2001 7 833 845 PMC1370140 11424937
- [13]Buratti E Baralle FE Influence of RNA secondary structure on the pre-mRNA splicing process Mol. Cell. Biol. 2004 24 10505 10514 15572659 PMC533984
- [14]Roca X Krainer AR Recognition of atypical 5′ splice sites by shifted base-pairing to U1 snRNA Nat. Struct. Mol. Biol. 2009 16 176 182 19169258 PMC2719486
- [15]Bakin A Ofengand J 4 Newly located pseudouridylate residues in Escherichia-coli 23S ribosomal-RNA are all at the peptidyltransferase center – analysis by the application of a new sequencing technique Biochemistry 1993 32 9754 9762 8373778
- [16]Ofengand J Bakin A Mapping to nucleotide resolution of pseudouridine residues in large subunit ribosomal RNAs from representative eukaryotes, prokaryotes, archaebacteria, mitochondria and chloroplasts J. Mol. Biol. 1997 266 246 268 9047361
- [17]Meroueh M Grohar PJ Qiu J SantaLucia J Scaringe SA Chow CS Unique structural and stabilizing roles for the individual pseudouridine residues in the 1920 region of Escherichia coli 23S rRNA Nucleic Acids Res. 2000 28 2075 2083 10773075 PMC105375
- [18]Bi JN Xia HY Li F Zhang XG Li YD The effect of U1 snRNA binding free energy on the selection of 5′ splice sites Biochem. Biophys. Res. Commun. 2005 333 64 69 15936716
- [19]Hudson GA Bloomingdale RJ Znosko BM Thermodynamic contribution and nearest-neighbor parameters of pseudouridine-adenosine base pairs in oligoribonucleotides RNA 2013 19 1474 1482 24062573 PMC3851715
- [20]Fernandez IS Ng CL Kelley AC Wu GW Yu YT Ramakrishnan V Unusual base pairing during the decoding of a stop codon by the ribosome Nature 2013 500 107 U136 23812587 PMC3732562
- [21]Karijolich J Yu YT Converting nonsense codons into sense codons by targeted pseudouridylation Nature 2011 474 395 399 21677757 PMC3381908
- [22]Chen C Zhao XL Kierzek R Yu YT A flexible RNA backbone within the polypyrimidine tract is required for U2AF(65) binding and pre-mRNA splicing in vivo Mol. Cell. Biol. 2010 30 4108 4119 20606010 PMC2937558
- [24]Xia TB SantaLucia J Burkard ME Kierzek R Schroeder SJ Jiao XQ Cox C Turner DH Thermodynamic parameters for an expanded nearest-neighbor model for formation of RNA duplexes with Watson-Crick base pairs Biochemistry 1998 37 14719 14735 9778347
- [25]Kierzek E Kierzek R The synthesis of oligoribonucleotides containing N-6-alkyladenosines and 2-methylthio-N-6-alkyladenosines via post-synthetic modification of precursor oligomers Nucleic Acids Res. 2003 31 4461 4471 12888506 PMC169891
- [26]Richards EG Fasman GD CRC Handbook of Biochemistry and Molecular Biology: Nucleic Acids 1975 Vol. 1 3rd edn Cleveland, OH CRC Press 596 603
- [27]Borer PN Fasman GD CRC Handbook of Biochemistry and Molecular Biology: Nucleic Acids 1975 Vol. 1 3rd edn Cleveland, OH CRC Press 589 595
- [28]Hall RH The Modified Nucleosides in Nucleic Acids 1971 New York, NY Columbia University Press 170
- [29]McDowell JA Turner DH Investigation of the structural basis for thermodynamic stabilities of tandem GU mismatches: solution structure of (rGAGGUCUC)2 by two-dimensional NMR and simulated annealing Biochemistry 1996 35 14077 14089 8916893
- [32]Piotto M Saudek V Sklenar V Gradient-tailored excitation for single-quantum NMR spectroscopy of aqueous solutions J. Biomol. NMR 1992 2 661 665 1490109
- [34]Mori S Abeygunawardana C Johnson MO Vanzijl PCM Improved sensitivity of HSQC spectra of exchanging protons at short interscan delays using a new fast HSQC (FHSQC) detection scheme that avoids water saturation J. Mag. Res. Ser. B 1995 108 94 98 7627436
- [35]Reuter JS Mathews DH RNAstructure: software for RNA secondary structure prediction and analysis BMC Bioinformatics 2010 11 129 20230624 PMC2984261
- [36]O'Toole AS Miller S Haines N Zink MC Serra MJ Comprehensive thermodynamic analysis of 3′ double-nucleotide overhangs neighboring Watson-Crick terminal base pairs Nucleic Acids Res. 2006 34 3338 3344 16820533 PMC1500867
- [37]Davis AR Znosko BM Positional and neighboring base pair effects on the thermodynamic stability of RNA single mismatches Biochemistry 2007 49 8669 8679 20681613 PMC2991393
- [38]Xia TB McDowell JA Turner DH Thermodynamics of nonsymmetric tandem mismatches adjacent to G-C base pairs in RNA Biochemistry 1997 36 12486 12497 9376353
- [39]Freier SM Alkema D Sinclair A Neilson T Turner DH Contributions of dangling end stacking and terminal base-pair formation to the stabilities of XGGCCp, XCCGGp, XGGCCYp, and XCCGGYp helixes Biochemistry 1985 24 4533 4539 4063336
- [40]Petersheim M Turner DH Base-stacking and base-pairing contributions to helix stability – thermodynamics of double-helix formation with CCGG, CCGGp, CCGGAp, ACCGGp, CCGGUp, and ACCGGUp Biochemistry 1983 22 256 263 6824629
- [42]Ziomek K Kierzek E Biala E Kierzek R The influence of various modified nucleotides placed as 3′-dangling end on thermal stability of RNA duplexes Biophys. Chem. 2002 97 243 249 12050013
- [43]Chen JL Dishler AL Kennedy SD Yildirim I Liu B Turner DH Serra MJ Testing the nearest neighbor model for canonical RNA base pairs: revision of GU parameters Biochemistry 2012 51 3508 3522 22490167 PMC3335265
- [44]Varani G Tinoco I RNA structure and NMR-spectroscopy Quart. Rev. Biophys. 1991 24 479 532 1723809
- [45]Schroeder KT Skalicky JJ Greenbaum NL NMR spectroscopy of RNA duplexes containing pseudouridine in supercooled water RNA-Publ. RNA Soc. 2005 11 1012 1016 PMC1370786 15987812
- [46]Gray DM Ratliff RL Vaughan MR Circular-dichroism spectroscopy of DNA Meth. Enzymol. 1992 211 389 406 1406317
- [47]Tunis-Schneider MJB Maestre MF Circular dichroism spectra of oriented and unoriented deoxyribonucleic acid films – a preliminary study J. Mol. Biol. 1970 52 521 541 4923749
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- Authors
- Kierzek, E., Malgowska, M., Lisowiec, J., Turner, D. H., Gdaniec, Z., & Kierzek, R.
- Affiliations
- Institute of Bioorganic Chemistry, Polish Academy of Sciences (PL)
- Corresponding author
- Kierzek, Ryszard
- Venue
- Nucleic Acids Research
- Publisher
- Oxford University Press (OUP)
- Published
- 2013-12-24
- Volume
- 42
- Issue
- 5
- Pages
- 3492-3501
- ISSN
- 0305-1048 (ISSN-L)
- 1362-4962
- PMC
- PMC3950712
- OpenAlex
- W2121138963
- Cited by
- 264
- References
- 0
- Citations by year
- 2026: 33 · 2025: 37 · 2024: 35 · 2023: 27 · 2022: 21 · 2021: 26 · 2020: 16 · 2019: 12 · 2018: 16 · 2017: 13 · 2016: 13 · 2015: 8 · 2014: 7
- FWCI
- 3.52
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nucleic Acids Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of General Medical Sciences (GM 22939, R01GM022939)
- Fogarty International Center (R03TW008739)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Nucleic Acid Chemistry
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA modifications and cancer
- Keywords
- pseudouridine, RNA duplex stability, RNA base pairing, hydrogen bonding, thermodynamic stability, universal base, RNA structure
- MeSH terms
- Hydrogen Bonding, Pseudouridine, RNA, Double-Stranded, Thermodynamics, Base Pairing, RNA Stability
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