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DNA Structure Design Is Improved Using an Artificially Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic Parameters
[Image: see text] We show that in silico design of DNA secondary structures is improved by extending the base pairing alphabet beyond A–T and G–C to include the pair between 2-amino-8-(1′-β-d-2′-deoxyribofuranosyl)-imidazo-[1,2-a]-1,3,5-triazin-(8H)-4-one and 6-amino-3-(1′-β-d-2′-deoxyribofuranosyl)...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10510751/ https://www.ncbi.nlm.nih.gov/pubmed/37671922 http://dx.doi.org/10.1021/acssynbio.3c00358 |
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author | Pham, Tuan M. Miffin, Terrel Sun, Hongying Sharp, Kenneth K. Wang, Xiaoyu Zhu, Mingyi Hoshika, Shuichi Peterson, Raymond J. Benner, Steven A. Kahn, Jason D. Mathews, David H. |
author_facet | Pham, Tuan M. Miffin, Terrel Sun, Hongying Sharp, Kenneth K. Wang, Xiaoyu Zhu, Mingyi Hoshika, Shuichi Peterson, Raymond J. Benner, Steven A. Kahn, Jason D. Mathews, David H. |
author_sort | Pham, Tuan M. |
collection | PubMed |
description | [Image: see text] We show that in silico design of DNA secondary structures is improved by extending the base pairing alphabet beyond A–T and G–C to include the pair between 2-amino-8-(1′-β-d-2′-deoxyribofuranosyl)-imidazo-[1,2-a]-1,3,5-triazin-(8H)-4-one and 6-amino-3-(1′-β-d-2′-deoxyribofuranosyl)-5-nitro-(1H)-pyridin-2-one, abbreviated as P and Z. To obtain the thermodynamic parameters needed to include P–Z pairs in the designs, we performed 47 optical melting experiments and combined the results with previous work to fit free energy and enthalpy nearest neighbor folding parameters for P–Z pairs and G–Z wobble pairs. We find G–Z pairs have stability comparable to that of A–T pairs and should therefore be included as base pairs in structure prediction and design algorithms. Additionally, we extrapolated the set of loop, terminal mismatch, and dangling end parameters to include the P and Z nucleotides. These parameters were incorporated into the RNAstructure software package for secondary structure prediction and analysis. Using the RNAstructure Design program, we solved 99 of the 100 design problems posed by Eterna using the ACGT alphabet or supplementing it with P–Z pairs. Extending the alphabet reduced the propensity of sequences to fold into off-target structures, as evaluated by the normalized ensemble defect (NED). The NED values were improved relative to those from the Eterna example solutions in 91 of 99 cases in which Eterna-player solutions were provided. P–Z-containing designs had average NED values of 0.040, significantly below the 0.074 of standard-DNA-only designs, and inclusion of the P–Z pairs decreased the time needed to converge on a design. This work provides a sample pipeline for inclusion of any expanded alphabet nucleotides into prediction and design workflows. |
format | Online Article Text |
id | pubmed-10510751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-105107512023-09-21 DNA Structure Design Is Improved Using an Artificially Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic Parameters Pham, Tuan M. Miffin, Terrel Sun, Hongying Sharp, Kenneth K. Wang, Xiaoyu Zhu, Mingyi Hoshika, Shuichi Peterson, Raymond J. Benner, Steven A. Kahn, Jason D. Mathews, David H. ACS Synth Biol [Image: see text] We show that in silico design of DNA secondary structures is improved by extending the base pairing alphabet beyond A–T and G–C to include the pair between 2-amino-8-(1′-β-d-2′-deoxyribofuranosyl)-imidazo-[1,2-a]-1,3,5-triazin-(8H)-4-one and 6-amino-3-(1′-β-d-2′-deoxyribofuranosyl)-5-nitro-(1H)-pyridin-2-one, abbreviated as P and Z. To obtain the thermodynamic parameters needed to include P–Z pairs in the designs, we performed 47 optical melting experiments and combined the results with previous work to fit free energy and enthalpy nearest neighbor folding parameters for P–Z pairs and G–Z wobble pairs. We find G–Z pairs have stability comparable to that of A–T pairs and should therefore be included as base pairs in structure prediction and design algorithms. Additionally, we extrapolated the set of loop, terminal mismatch, and dangling end parameters to include the P and Z nucleotides. These parameters were incorporated into the RNAstructure software package for secondary structure prediction and analysis. Using the RNAstructure Design program, we solved 99 of the 100 design problems posed by Eterna using the ACGT alphabet or supplementing it with P–Z pairs. Extending the alphabet reduced the propensity of sequences to fold into off-target structures, as evaluated by the normalized ensemble defect (NED). The NED values were improved relative to those from the Eterna example solutions in 91 of 99 cases in which Eterna-player solutions were provided. P–Z-containing designs had average NED values of 0.040, significantly below the 0.074 of standard-DNA-only designs, and inclusion of the P–Z pairs decreased the time needed to converge on a design. This work provides a sample pipeline for inclusion of any expanded alphabet nucleotides into prediction and design workflows. American Chemical Society 2023-09-06 /pmc/articles/PMC10510751/ /pubmed/37671922 http://dx.doi.org/10.1021/acssynbio.3c00358 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Pham, Tuan M. Miffin, Terrel Sun, Hongying Sharp, Kenneth K. Wang, Xiaoyu Zhu, Mingyi Hoshika, Shuichi Peterson, Raymond J. Benner, Steven A. Kahn, Jason D. Mathews, David H. DNA Structure Design Is Improved Using an Artificially Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic Parameters |
title | DNA Structure
Design Is Improved Using an Artificially
Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic
Parameters |
title_full | DNA Structure
Design Is Improved Using an Artificially
Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic
Parameters |
title_fullStr | DNA Structure
Design Is Improved Using an Artificially
Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic
Parameters |
title_full_unstemmed | DNA Structure
Design Is Improved Using an Artificially
Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic
Parameters |
title_short | DNA Structure
Design Is Improved Using an Artificially
Expanded Alphabet of Base Pairs Including Loop and Mismatch Thermodynamic
Parameters |
title_sort | dna structure
design is improved using an artificially
expanded alphabet of base pairs including loop and mismatch thermodynamic
parameters |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10510751/ https://www.ncbi.nlm.nih.gov/pubmed/37671922 http://dx.doi.org/10.1021/acssynbio.3c00358 |
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