RNA Folding Nearest Neighbor Parameters Including the Modification 1-Methyl-Pseudouridine

Nearest neighbor analysis is commonly used to estimate RNA folding stabilities. In this contribution, we report a set of RNA folding nearest neighbor parameters for estimating free energy change for RNA sequences including 1-methyl-pseudouridine. Development of mRNA vaccines has identified 1-methyl-pseudouridine as a key nucleobase modification for suppressing innate immune responses. However, the contributions of these modifications to RNA folding stability were unclear. Our new parameters provide helical terms for 1-methyl-pseudouridine-adenine and 1-methyl-pseudouridine-guanine base pairs. The parameters also estimate loop stabilities for loops with 1-methyl-pseudouridine or a combination of 1-methyl-pseudouridine and uridine. These parameters are derived using 208 optical melting experiments and tested against an additional 16 optical melting experiments. On average, we find that substitution of uridine with 1-methyl-pseudouridine stabilizes RNA folding, with the extent of stabilization depending on adjacent sequence. The estimation of tRNA folding ensembles for tRNA sequences with 1-methyl-pseudouridine was significantly improved using the new nearest neighbor parameters. The new nearest neighbor parameters are provided as part of the RNAstructure software package. With these parameters, the secondary structures of natural sequences with 1-methyl-pseudouridine and mRNA therapeutics fully substituted with 1-methyl-pseudouridine can be modeled.

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Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-04-11
DOI
https://doi.org/10.64898/2026.04.09.717343
Primary Topic
RNA and protein synthesis mechanisms
Type
article
Field-Weighted Citation Impact
0.00

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article

RNA Folding Nearest Neighbor Parameters Including the Modification 1-Methyl-Pseudouridine

David H. Mathews, John SantaLucia, Mihir Metkar, Sebastian J. Arteaga et al.
bioRxiv (Cold Spring Harbor Laboratory)
RNA and protein synthesis mechanisms
article

RNA Folding Nearest Neighbor Parameters Including the Modification 1-Methyl-Pseudouridine

David H. Mathews, John SantaLucia, Mihir Metkar, Sebastian J. Arteaga, Holly A. SantaLucia, Sharon Aviran, Elizabeth A. Jolley, Marta Soszynska-Jozwiak, Philip C. Bevilacqua, Ryszard Kierzek, Thandolwethu Shabangu, Brent M. Znosko, Megan Miaro, Elzbieta Kierzek, Haining Lin, Olivia M. Hiltke
article en

Abstract

Nearest neighbor analysis is commonly used to estimate RNA folding stabilities. In this contribution, we report a set of RNA folding nearest neighbor parameters for estimating free energy change for RNA sequences including 1-methyl-pseudouridine. Development of mRNA vaccines has identified 1-methyl-pseudouridine as a key nucleobase modification for suppressing innate immune responses. However, the contributions of these modifications to RNA folding stability were unclear. Our new parameters provide helical terms for 1-methyl-pseudouridine-adenine and 1-methyl-pseudouridine-guanine base pairs. The parameters also estimate loop stabilities for loops with 1-methyl-pseudouridine or a combination of 1-methyl-pseudouridine and uridine. These parameters are derived using 208 optical melting experiments and tested against an additional 16 optical melting experiments. On average, we find that substitution of uridine with 1-methyl-pseudouridine stabilizes RNA folding, with the extent of stabilization depending on adjacent sequence. The estimation of tRNA folding ensembles for tRNA sequences with 1-methyl-pseudouridine was significantly improved using the new nearest neighbor parameters. The new nearest neighbor parameters are provided as part of the RNAstructure software package. With these parameters, the secondary structures of natural sequences with 1-methyl-pseudouridine and mRNA therapeutics fully substituted with 1-methyl-pseudouridine can be modeled.

bioRxiv (Cold Spring Harbor Laboratory)
Pennsylvania State University (US), University of Rochester Medical Center (US), Moderna Therapeutics (United States) (US), DNA Software (United States) (US), Institute of Bioorganic Chemistry, Polish Academy of Sciences (PL), Saint Louis University (US), University of California, Davis (US)
Moderna, National Institutes of Health
Affordable and clean energy
Openalex Percentile: Top 24%
RNA and protein synthesis mechanisms
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