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Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing
BACKGROUND: The pathogen Listeria (L.) monocytogenes is known to survive heat, cold, high pressure, and other extreme conditions. Although the response of this pathogen to pH, osmotic, temperature, and oxidative stress has been studied extensively, its reaction to the stress produced by high pressur...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045354/ https://www.ncbi.nlm.nih.gov/pubmed/33853520 http://dx.doi.org/10.1186/s12864-021-07461-0 |
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author | Nikparvar, Bahareh Andreevskaya, Margarita Duru, Ilhan C. Bucur, Florentina I. Grigore-Gurgu, Leontina Borda, Daniela Nicolau, Anca I. Riedel, Christian U. Auvinen, Petri Bar, Nadav |
author_facet | Nikparvar, Bahareh Andreevskaya, Margarita Duru, Ilhan C. Bucur, Florentina I. Grigore-Gurgu, Leontina Borda, Daniela Nicolau, Anca I. Riedel, Christian U. Auvinen, Petri Bar, Nadav |
author_sort | Nikparvar, Bahareh |
collection | PubMed |
description | BACKGROUND: The pathogen Listeria (L.) monocytogenes is known to survive heat, cold, high pressure, and other extreme conditions. Although the response of this pathogen to pH, osmotic, temperature, and oxidative stress has been studied extensively, its reaction to the stress produced by high pressure processing HPP (which is a preservation method in the food industry), and the activated gene regulatory network (GRN) in response to this stress is still largely unknown. RESULTS: We used RNA sequencing transcriptome data of L. monocytogenes (ScottA) treated at 400 MPa and 8(∘)C, for 8 min and combined it with current information in the literature to create a transcriptional regulation database, depicting the relationship between transcription factors (TFs) and their target genes (TGs) in L. monocytogenes. We then applied network component analysis (NCA), a matrix decomposition method, to reconstruct the activities of the TFs over time. According to our findings, L. monocytogenes responded to the stress applied during HPP by three statistically different gene regulation modes: survival mode during the first 10 min post-treatment, repair mode during 1 h post-treatment, and re-growth mode beyond 6 h after HPP. We identified the TFs and their TGs that were responsible for each of the modes. We developed a plausible model that could explain the regulatory mechanism that L. monocytogenes activated through the well-studied CIRCE operon via the regulator HrcA during the survival mode. CONCLUSIONS: Our findings suggest that the timely activation of TFs associated with an immediate stress response, followed by the expression of genes for repair purposes, and then re-growth and metabolism, could be a strategy of L. monocytogenes to survive and recover extreme HPP conditions. We believe that our results give a better understanding of L. monocytogenes behavior after exposure to high pressure that may lead to the design of a specific knock-out process to target the genes or mechanisms. The results can help the food industry select appropriate HPP conditions to prevent L. monocytogenes recovery during food storage. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at (10.1186/s12864-021-07461-0). |
format | Online Article Text |
id | pubmed-8045354 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80453542021-04-14 Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing Nikparvar, Bahareh Andreevskaya, Margarita Duru, Ilhan C. Bucur, Florentina I. Grigore-Gurgu, Leontina Borda, Daniela Nicolau, Anca I. Riedel, Christian U. Auvinen, Petri Bar, Nadav BMC Genomics Research Article BACKGROUND: The pathogen Listeria (L.) monocytogenes is known to survive heat, cold, high pressure, and other extreme conditions. Although the response of this pathogen to pH, osmotic, temperature, and oxidative stress has been studied extensively, its reaction to the stress produced by high pressure processing HPP (which is a preservation method in the food industry), and the activated gene regulatory network (GRN) in response to this stress is still largely unknown. RESULTS: We used RNA sequencing transcriptome data of L. monocytogenes (ScottA) treated at 400 MPa and 8(∘)C, for 8 min and combined it with current information in the literature to create a transcriptional regulation database, depicting the relationship between transcription factors (TFs) and their target genes (TGs) in L. monocytogenes. We then applied network component analysis (NCA), a matrix decomposition method, to reconstruct the activities of the TFs over time. According to our findings, L. monocytogenes responded to the stress applied during HPP by three statistically different gene regulation modes: survival mode during the first 10 min post-treatment, repair mode during 1 h post-treatment, and re-growth mode beyond 6 h after HPP. We identified the TFs and their TGs that were responsible for each of the modes. We developed a plausible model that could explain the regulatory mechanism that L. monocytogenes activated through the well-studied CIRCE operon via the regulator HrcA during the survival mode. CONCLUSIONS: Our findings suggest that the timely activation of TFs associated with an immediate stress response, followed by the expression of genes for repair purposes, and then re-growth and metabolism, could be a strategy of L. monocytogenes to survive and recover extreme HPP conditions. We believe that our results give a better understanding of L. monocytogenes behavior after exposure to high pressure that may lead to the design of a specific knock-out process to target the genes or mechanisms. The results can help the food industry select appropriate HPP conditions to prevent L. monocytogenes recovery during food storage. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at (10.1186/s12864-021-07461-0). BioMed Central 2021-04-14 /pmc/articles/PMC8045354/ /pubmed/33853520 http://dx.doi.org/10.1186/s12864-021-07461-0 Text en © The Author(s) 2021 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Nikparvar, Bahareh Andreevskaya, Margarita Duru, Ilhan C. Bucur, Florentina I. Grigore-Gurgu, Leontina Borda, Daniela Nicolau, Anca I. Riedel, Christian U. Auvinen, Petri Bar, Nadav Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
title | Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
title_full | Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
title_fullStr | Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
title_full_unstemmed | Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
title_short | Analysis of temporal gene regulation of Listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
title_sort | analysis of temporal gene regulation of listeria monocytogenes revealed distinct regulatory response modes after exposure to high pressure processing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045354/ https://www.ncbi.nlm.nih.gov/pubmed/33853520 http://dx.doi.org/10.1186/s12864-021-07461-0 |
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