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Testing Antimicrobial Properties of Selected Short Amyloids

Amyloids and antimicrobial peptides (AMPs) have many similarities, e.g., both kill microorganisms by destroying their membranes, form aggregates, and modulate the innate immune system. Given these similarities and the fact that the antimicrobial properties of short amyloids have not yet been investi...

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Autores principales: Gagat, Przemysław, Duda-Madej, Anna, Ostrówka, Michał, Pietluch, Filip, Seniuk, Alicja, Mackiewicz, Paweł, Burdukiewicz, Michał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821130/
https://www.ncbi.nlm.nih.gov/pubmed/36614244
http://dx.doi.org/10.3390/ijms24010804
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author Gagat, Przemysław
Duda-Madej, Anna
Ostrówka, Michał
Pietluch, Filip
Seniuk, Alicja
Mackiewicz, Paweł
Burdukiewicz, Michał
author_facet Gagat, Przemysław
Duda-Madej, Anna
Ostrówka, Michał
Pietluch, Filip
Seniuk, Alicja
Mackiewicz, Paweł
Burdukiewicz, Michał
author_sort Gagat, Przemysław
collection PubMed
description Amyloids and antimicrobial peptides (AMPs) have many similarities, e.g., both kill microorganisms by destroying their membranes, form aggregates, and modulate the innate immune system. Given these similarities and the fact that the antimicrobial properties of short amyloids have not yet been investigated, we chose a group of potentially antimicrobial short amyloids to verify their impact on bacterial and eukaryotic cells. We used AmpGram, a best-performing AMP classification model, and selected ten amyloids with the highest AMP probability for our experimental research. Our results indicate that four tested amyloids: VQIVCK, VCIVYK, KCWCFT, and GGYLLG, formed aggregates under the conditions routinely used to evaluate peptide antimicrobial properties, but none of the tested amyloids exhibited antimicrobial or cytotoxic properties. Accordingly, they should be included in the negative datasets to train the next-generation AMP prediction models, based on experimentally confirmed AMP and non-AMP sequences. In the article, we also emphasize the importance of reporting non-AMPs, given that only a handful of such sequences have been officially confirmed.
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spelling pubmed-98211302023-01-07 Testing Antimicrobial Properties of Selected Short Amyloids Gagat, Przemysław Duda-Madej, Anna Ostrówka, Michał Pietluch, Filip Seniuk, Alicja Mackiewicz, Paweł Burdukiewicz, Michał Int J Mol Sci Article Amyloids and antimicrobial peptides (AMPs) have many similarities, e.g., both kill microorganisms by destroying their membranes, form aggregates, and modulate the innate immune system. Given these similarities and the fact that the antimicrobial properties of short amyloids have not yet been investigated, we chose a group of potentially antimicrobial short amyloids to verify their impact on bacterial and eukaryotic cells. We used AmpGram, a best-performing AMP classification model, and selected ten amyloids with the highest AMP probability for our experimental research. Our results indicate that four tested amyloids: VQIVCK, VCIVYK, KCWCFT, and GGYLLG, formed aggregates under the conditions routinely used to evaluate peptide antimicrobial properties, but none of the tested amyloids exhibited antimicrobial or cytotoxic properties. Accordingly, they should be included in the negative datasets to train the next-generation AMP prediction models, based on experimentally confirmed AMP and non-AMP sequences. In the article, we also emphasize the importance of reporting non-AMPs, given that only a handful of such sequences have been officially confirmed. MDPI 2023-01-02 /pmc/articles/PMC9821130/ /pubmed/36614244 http://dx.doi.org/10.3390/ijms24010804 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gagat, Przemysław
Duda-Madej, Anna
Ostrówka, Michał
Pietluch, Filip
Seniuk, Alicja
Mackiewicz, Paweł
Burdukiewicz, Michał
Testing Antimicrobial Properties of Selected Short Amyloids
title Testing Antimicrobial Properties of Selected Short Amyloids
title_full Testing Antimicrobial Properties of Selected Short Amyloids
title_fullStr Testing Antimicrobial Properties of Selected Short Amyloids
title_full_unstemmed Testing Antimicrobial Properties of Selected Short Amyloids
title_short Testing Antimicrobial Properties of Selected Short Amyloids
title_sort testing antimicrobial properties of selected short amyloids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821130/
https://www.ncbi.nlm.nih.gov/pubmed/36614244
http://dx.doi.org/10.3390/ijms24010804
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