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Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package

BACKGROUND: Traditional approaches to elucidation of protein structures by Nuclear Magnetic Resonance spectroscopy (NMR) rely on distance restraints also known as Nuclear Overhauser effects (NOEs). The use of NOEs as the primary source of structure determination by NMR spectroscopy is time consuming...

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Autores principales: Cole, Casey, Parks, Caleb, Rachele, Julian, Valafar, Homayoun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712608/
https://www.ncbi.nlm.nih.gov/pubmed/33272215
http://dx.doi.org/10.1186/s12859-020-3522-x
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author Cole, Casey
Parks, Caleb
Rachele, Julian
Valafar, Homayoun
author_facet Cole, Casey
Parks, Caleb
Rachele, Julian
Valafar, Homayoun
author_sort Cole, Casey
collection PubMed
description BACKGROUND: Traditional approaches to elucidation of protein structures by Nuclear Magnetic Resonance spectroscopy (NMR) rely on distance restraints also known as Nuclear Overhauser effects (NOEs). The use of NOEs as the primary source of structure determination by NMR spectroscopy is time consuming and expensive. Residual Dipolar Couplings (RDCs) have become an alternate approach for structure calculation by NMR spectroscopy. In previous works, the software package REDCRAFT has been presented as a means of harnessing the information containing in RDCs for structure calculation of proteins. However, to meet its full potential, several improvements to REDCRAFT must be made. RESULTS: In this work, we present improvements to REDCRAFT that include increased usability, better interoperability, and a more robust core algorithm. We have demonstrated the impact of the improved core algorithm in the successful folding of the protein 1A1Z with as high as ±4 Hz of added error. The REDCRAFT computed structure from the highly corrupted data exhibited less than 1.0 Å with respect to the X-ray structure. We have also demonstrated the interoperability of REDCRAFT in a few instances including with PDBMine to reduce the amount of required data in successful folding of proteins to unprecedented levels. Here we have demonstrated the successful folding of the protein 1D3Z (to within 2.4 Å of the X-ray structure) using only N-H RDCs from one alignment medium. CONCLUSIONS: The additional GUI features of REDCRAFT combined with the NEF compliance have significantly increased the flexibility and usability of this software package. The improvements of the core algorithm have substantially improved the robustness of REDCRAFT in utilizing less experimental data both in quality and quantity.
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spelling pubmed-77126082020-12-03 Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package Cole, Casey Parks, Caleb Rachele, Julian Valafar, Homayoun BMC Bioinformatics Software BACKGROUND: Traditional approaches to elucidation of protein structures by Nuclear Magnetic Resonance spectroscopy (NMR) rely on distance restraints also known as Nuclear Overhauser effects (NOEs). The use of NOEs as the primary source of structure determination by NMR spectroscopy is time consuming and expensive. Residual Dipolar Couplings (RDCs) have become an alternate approach for structure calculation by NMR spectroscopy. In previous works, the software package REDCRAFT has been presented as a means of harnessing the information containing in RDCs for structure calculation of proteins. However, to meet its full potential, several improvements to REDCRAFT must be made. RESULTS: In this work, we present improvements to REDCRAFT that include increased usability, better interoperability, and a more robust core algorithm. We have demonstrated the impact of the improved core algorithm in the successful folding of the protein 1A1Z with as high as ±4 Hz of added error. The REDCRAFT computed structure from the highly corrupted data exhibited less than 1.0 Å with respect to the X-ray structure. We have also demonstrated the interoperability of REDCRAFT in a few instances including with PDBMine to reduce the amount of required data in successful folding of proteins to unprecedented levels. Here we have demonstrated the successful folding of the protein 1D3Z (to within 2.4 Å of the X-ray structure) using only N-H RDCs from one alignment medium. CONCLUSIONS: The additional GUI features of REDCRAFT combined with the NEF compliance have significantly increased the flexibility and usability of this software package. The improvements of the core algorithm have substantially improved the robustness of REDCRAFT in utilizing less experimental data both in quality and quantity. BioMed Central 2020-12-03 /pmc/articles/PMC7712608/ /pubmed/33272215 http://dx.doi.org/10.1186/s12859-020-3522-x Text en © The Author(s). 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Cole, Casey
Parks, Caleb
Rachele, Julian
Valafar, Homayoun
Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package
title Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package
title_full Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package
title_fullStr Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package
title_full_unstemmed Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package
title_short Increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with REDCRAFT software package
title_sort increased usability, algorithmic improvements and incorporation of data mining for structure calculation of proteins with redcraft software package
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712608/
https://www.ncbi.nlm.nih.gov/pubmed/33272215
http://dx.doi.org/10.1186/s12859-020-3522-x
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