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In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein

Recombinant production of mussel foot proteins among marine-inspired proteinaceous adhesive materials has been attracted high attention for medical applications, due to their exceptional versatility potential of hierarchically arranged nanostructures. Various biochemical and proteinous factors such...

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Autores principales: Shahryarimorad, Keyvan, Alipour, Atefeh, Honar, Yousof Saeedi, Abtahi, Behrouz, Shokrgozar, Mohammad Ali, Shahsavarani, Hosein
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287526/
https://www.ncbi.nlm.nih.gov/pubmed/35838851
http://dx.doi.org/10.1186/s13568-022-01435-5
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author Shahryarimorad, Keyvan
Alipour, Atefeh
Honar, Yousof Saeedi
Abtahi, Behrouz
Shokrgozar, Mohammad Ali
Shahsavarani, Hosein
author_facet Shahryarimorad, Keyvan
Alipour, Atefeh
Honar, Yousof Saeedi
Abtahi, Behrouz
Shokrgozar, Mohammad Ali
Shahsavarani, Hosein
author_sort Shahryarimorad, Keyvan
collection PubMed
description Recombinant production of mussel foot proteins among marine-inspired proteinaceous adhesive materials has been attracted high attention for medical applications, due to their exceptional versatility potential of hierarchically arranged nanostructures. Various biochemical and proteinous factors such as amyloid CsgA curli protein have been used as a synergistic factor to enhance the constancy of obtained bio-adhesion but their mechanistic interactions have not yet been deeply investigated widely in different pH conditions. To this end, the present study has first sought to assess molecular simulation and prediction by using RosettaFold to predict the 3-dimensional structure of the fused CsgA subunit and the MFP3 protein followed by in vitro verification. It was developed an ensemble of quantitative structure-activity relationship models relying on simulations according to the surface area and molecular weight values of the fused proteins in acidic to basic situations using PlayMolecule (protein preparation app for MD simulations) online databases followed by molecular dynamic simulation at different pHs. It was found that acidic conditions positively affect adhesive strength throughout the chimeric structure based on comparative structure-based analyses along with those obtained in prevailing literature. Atomic force microscopy analysis was confirmed obtained in silico data which showed enhanced adhesive properties of fused protein after self-assembly in low pH conditions. In conclusion, the augmented model for reactivity predictions not only unravels the performance and explain ability of the adhesive proteins but in turn paves the way for the decision-making process for chimeric subunits modifications needed for future industrial production. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13568-022-01435-5.
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spelling pubmed-92875262022-07-17 In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein Shahryarimorad, Keyvan Alipour, Atefeh Honar, Yousof Saeedi Abtahi, Behrouz Shokrgozar, Mohammad Ali Shahsavarani, Hosein AMB Express Original Article Recombinant production of mussel foot proteins among marine-inspired proteinaceous adhesive materials has been attracted high attention for medical applications, due to their exceptional versatility potential of hierarchically arranged nanostructures. Various biochemical and proteinous factors such as amyloid CsgA curli protein have been used as a synergistic factor to enhance the constancy of obtained bio-adhesion but their mechanistic interactions have not yet been deeply investigated widely in different pH conditions. To this end, the present study has first sought to assess molecular simulation and prediction by using RosettaFold to predict the 3-dimensional structure of the fused CsgA subunit and the MFP3 protein followed by in vitro verification. It was developed an ensemble of quantitative structure-activity relationship models relying on simulations according to the surface area and molecular weight values of the fused proteins in acidic to basic situations using PlayMolecule (protein preparation app for MD simulations) online databases followed by molecular dynamic simulation at different pHs. It was found that acidic conditions positively affect adhesive strength throughout the chimeric structure based on comparative structure-based analyses along with those obtained in prevailing literature. Atomic force microscopy analysis was confirmed obtained in silico data which showed enhanced adhesive properties of fused protein after self-assembly in low pH conditions. In conclusion, the augmented model for reactivity predictions not only unravels the performance and explain ability of the adhesive proteins but in turn paves the way for the decision-making process for chimeric subunits modifications needed for future industrial production. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13568-022-01435-5. Springer Berlin Heidelberg 2022-07-15 /pmc/articles/PMC9287526/ /pubmed/35838851 http://dx.doi.org/10.1186/s13568-022-01435-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Shahryarimorad, Keyvan
Alipour, Atefeh
Honar, Yousof Saeedi
Abtahi, Behrouz
Shokrgozar, Mohammad Ali
Shahsavarani, Hosein
In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein
title In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein
title_full In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein
title_fullStr In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein
title_full_unstemmed In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein
title_short In silico prediction and in vitro validation of the effect of pH on adhesive behaviour of the fused CsgA-MFP3 protein
title_sort in silico prediction and in vitro validation of the effect of ph on adhesive behaviour of the fused csga-mfp3 protein
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287526/
https://www.ncbi.nlm.nih.gov/pubmed/35838851
http://dx.doi.org/10.1186/s13568-022-01435-5
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