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Predicted structural proteome of Sphagnum divinum and proteome-scale annotation

MOTIVATION: Sphagnum-dominated peatlands store a substantial amount of terrestrial carbon. The genus is undersampled and under-studied. No experimental crystal structure from any Sphagnum species exists in the Protein Data Bank and fewer than 200 Sphagnum-related genes have structural models availab...

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Autores principales: Davidson, Russell B, Coletti, Mark, Gao, Mu, Piatkowski, Bryan, Sreedasyam, Avinash, Quadir, Farhan, Weston, David J, Schmutz, Jeremy, Cheng, Jianlin, Skolnick, Jeffrey, Parks, Jerry M, Sedova, Ada
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463551/
https://www.ncbi.nlm.nih.gov/pubmed/37589594
http://dx.doi.org/10.1093/bioinformatics/btad511
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author Davidson, Russell B
Coletti, Mark
Gao, Mu
Piatkowski, Bryan
Sreedasyam, Avinash
Quadir, Farhan
Weston, David J
Schmutz, Jeremy
Cheng, Jianlin
Skolnick, Jeffrey
Parks, Jerry M
Sedova, Ada
author_facet Davidson, Russell B
Coletti, Mark
Gao, Mu
Piatkowski, Bryan
Sreedasyam, Avinash
Quadir, Farhan
Weston, David J
Schmutz, Jeremy
Cheng, Jianlin
Skolnick, Jeffrey
Parks, Jerry M
Sedova, Ada
author_sort Davidson, Russell B
collection PubMed
description MOTIVATION: Sphagnum-dominated peatlands store a substantial amount of terrestrial carbon. The genus is undersampled and under-studied. No experimental crystal structure from any Sphagnum species exists in the Protein Data Bank and fewer than 200 Sphagnum-related genes have structural models available in the AlphaFold Protein Structure Database. Tools and resources are needed to help bridge these gaps, and to enable the analysis of other structural proteomes now made possible by accurate structure prediction. RESULTS: We present the predicted structural proteome (25 134 primary transcripts) of Sphagnum divinum computed using AlphaFold, structural alignment results of all high-confidence models against an annotated nonredundant crystallographic database of over 90,000 structures, a structure-based classification of putative Enzyme Commission (EC) numbers across this proteome, and the computational method to perform this proteome-scale structure-based annotation. AVAILABILITY AND IMPLEMENTATION: All data and code are available in public repositories, detailed at https://github.com/BSDExabio/SAFA. The structural models of the S. divinum proteome have been deposited in the ModelArchive repository at https://modelarchive.org/doi/10.5452/ma-ornl-sphdiv.
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spelling pubmed-104635512023-08-30 Predicted structural proteome of Sphagnum divinum and proteome-scale annotation Davidson, Russell B Coletti, Mark Gao, Mu Piatkowski, Bryan Sreedasyam, Avinash Quadir, Farhan Weston, David J Schmutz, Jeremy Cheng, Jianlin Skolnick, Jeffrey Parks, Jerry M Sedova, Ada Bioinformatics Original Paper MOTIVATION: Sphagnum-dominated peatlands store a substantial amount of terrestrial carbon. The genus is undersampled and under-studied. No experimental crystal structure from any Sphagnum species exists in the Protein Data Bank and fewer than 200 Sphagnum-related genes have structural models available in the AlphaFold Protein Structure Database. Tools and resources are needed to help bridge these gaps, and to enable the analysis of other structural proteomes now made possible by accurate structure prediction. RESULTS: We present the predicted structural proteome (25 134 primary transcripts) of Sphagnum divinum computed using AlphaFold, structural alignment results of all high-confidence models against an annotated nonredundant crystallographic database of over 90,000 structures, a structure-based classification of putative Enzyme Commission (EC) numbers across this proteome, and the computational method to perform this proteome-scale structure-based annotation. AVAILABILITY AND IMPLEMENTATION: All data and code are available in public repositories, detailed at https://github.com/BSDExabio/SAFA. The structural models of the S. divinum proteome have been deposited in the ModelArchive repository at https://modelarchive.org/doi/10.5452/ma-ornl-sphdiv. Oxford University Press 2023-08-17 /pmc/articles/PMC10463551/ /pubmed/37589594 http://dx.doi.org/10.1093/bioinformatics/btad511 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Paper
Davidson, Russell B
Coletti, Mark
Gao, Mu
Piatkowski, Bryan
Sreedasyam, Avinash
Quadir, Farhan
Weston, David J
Schmutz, Jeremy
Cheng, Jianlin
Skolnick, Jeffrey
Parks, Jerry M
Sedova, Ada
Predicted structural proteome of Sphagnum divinum and proteome-scale annotation
title Predicted structural proteome of Sphagnum divinum and proteome-scale annotation
title_full Predicted structural proteome of Sphagnum divinum and proteome-scale annotation
title_fullStr Predicted structural proteome of Sphagnum divinum and proteome-scale annotation
title_full_unstemmed Predicted structural proteome of Sphagnum divinum and proteome-scale annotation
title_short Predicted structural proteome of Sphagnum divinum and proteome-scale annotation
title_sort predicted structural proteome of sphagnum divinum and proteome-scale annotation
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463551/
https://www.ncbi.nlm.nih.gov/pubmed/37589594
http://dx.doi.org/10.1093/bioinformatics/btad511
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