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Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation
Despite the success of AlphaFold2 (AF2), it is unclear how AF2 models accommodate for ligand binding. Here, we start with a protein sequence from Acidimicrobiaceae TMED77 (T7RdhA) with potential for catalyzing the degradation of per- and polyfluoroalkyl substances (PFASs). AF2 models and experiments...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008544/ https://www.ncbi.nlm.nih.gov/pubmed/36906658 http://dx.doi.org/10.1038/s41598-023-30310-x |
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author | Guo, Hao-Bo Varaljay, Vanessa A. Kedziora, Gary Taylor, Kimberly Farajollahi, Sanaz Lombardo, Nina Harper, Eric Hung, Chia Gross, Marie Perminov, Alexander Dennis, Patrick Kelley-Loughnane, Nancy Berry, Rajiv |
author_facet | Guo, Hao-Bo Varaljay, Vanessa A. Kedziora, Gary Taylor, Kimberly Farajollahi, Sanaz Lombardo, Nina Harper, Eric Hung, Chia Gross, Marie Perminov, Alexander Dennis, Patrick Kelley-Loughnane, Nancy Berry, Rajiv |
author_sort | Guo, Hao-Bo |
collection | PubMed |
description | Despite the success of AlphaFold2 (AF2), it is unclear how AF2 models accommodate for ligand binding. Here, we start with a protein sequence from Acidimicrobiaceae TMED77 (T7RdhA) with potential for catalyzing the degradation of per- and polyfluoroalkyl substances (PFASs). AF2 models and experiments identified T7RdhA as a corrinoid iron-sulfur protein (CoFeSP) which uses a norpseudo-cobalamin (BVQ) cofactor and two Fe(4)S(4) iron-sulfur clusters for catalysis. Docking and molecular dynamics simulations suggest that T7RdhA uses perfluorooctanoic acetate (PFOA) as a substrate, supporting the reported defluorination activity of its homolog, A6RdhA. We showed that AF2 provides processual (dynamic) predictions for the binding pockets of ligands (cofactors and/or substrates). Because the pLDDT scores provided by AF2 reflect the protein native states in complex with ligands as the evolutionary constraints, the Evoformer network of AF2 predicts protein structures and residue flexibility in complex with the ligands, i.e., in their native states. Therefore, an apo-protein predicted by AF2 is actually a holo-protein awaiting ligands. |
format | Online Article Text |
id | pubmed-10008544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100085442023-03-13 Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation Guo, Hao-Bo Varaljay, Vanessa A. Kedziora, Gary Taylor, Kimberly Farajollahi, Sanaz Lombardo, Nina Harper, Eric Hung, Chia Gross, Marie Perminov, Alexander Dennis, Patrick Kelley-Loughnane, Nancy Berry, Rajiv Sci Rep Article Despite the success of AlphaFold2 (AF2), it is unclear how AF2 models accommodate for ligand binding. Here, we start with a protein sequence from Acidimicrobiaceae TMED77 (T7RdhA) with potential for catalyzing the degradation of per- and polyfluoroalkyl substances (PFASs). AF2 models and experiments identified T7RdhA as a corrinoid iron-sulfur protein (CoFeSP) which uses a norpseudo-cobalamin (BVQ) cofactor and two Fe(4)S(4) iron-sulfur clusters for catalysis. Docking and molecular dynamics simulations suggest that T7RdhA uses perfluorooctanoic acetate (PFOA) as a substrate, supporting the reported defluorination activity of its homolog, A6RdhA. We showed that AF2 provides processual (dynamic) predictions for the binding pockets of ligands (cofactors and/or substrates). Because the pLDDT scores provided by AF2 reflect the protein native states in complex with ligands as the evolutionary constraints, the Evoformer network of AF2 predicts protein structures and residue flexibility in complex with the ligands, i.e., in their native states. Therefore, an apo-protein predicted by AF2 is actually a holo-protein awaiting ligands. Nature Publishing Group UK 2023-03-11 /pmc/articles/PMC10008544/ /pubmed/36906658 http://dx.doi.org/10.1038/s41598-023-30310-x Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Guo, Hao-Bo Varaljay, Vanessa A. Kedziora, Gary Taylor, Kimberly Farajollahi, Sanaz Lombardo, Nina Harper, Eric Hung, Chia Gross, Marie Perminov, Alexander Dennis, Patrick Kelley-Loughnane, Nancy Berry, Rajiv Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation |
title | Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation |
title_full | Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation |
title_fullStr | Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation |
title_full_unstemmed | Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation |
title_short | Accurate prediction by AlphaFold2 for ligand binding in a reductive dehalogenase and implications for PFAS (per- and polyfluoroalkyl substance) biodegradation |
title_sort | accurate prediction by alphafold2 for ligand binding in a reductive dehalogenase and implications for pfas (per- and polyfluoroalkyl substance) biodegradation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008544/ https://www.ncbi.nlm.nih.gov/pubmed/36906658 http://dx.doi.org/10.1038/s41598-023-30310-x |
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