Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1785098259059965952 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10463551 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT davidsonrussellb predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT colettimark predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT gaomu predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT piatkowskibryan predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT sreedasyamavinash predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT quadirfarhan predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT westondavidj predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT schmutzjeremy predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT chengjianlin predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT skolnickjeffrey predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT parksjerrym predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation AT sedovaada predictedstructuralproteomeofsphagnumdivinumandproteomescaleannotation |