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Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria
BACKGROUND: Psychrotrophic lactic acid bacteria (LAB) species are the dominant species in the microbiota of cold-stored modified-atmosphere-packaged food products and are the main cause of food spoilage. Despite the importance of psychrotrophic LAB, their response to cold or heat has not been studie...
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/PMC7788899/ https://www.ncbi.nlm.nih.gov/pubmed/33413101 http://dx.doi.org/10.1186/s12864-020-07338-8 |
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author | Duru, Ilhan Cem Ylinen, Anne Belanov, Sergei Pulido, Alan Avila Paulin, Lars Auvinen, Petri |
author_facet | Duru, Ilhan Cem Ylinen, Anne Belanov, Sergei Pulido, Alan Avila Paulin, Lars Auvinen, Petri |
author_sort | Duru, Ilhan Cem |
collection | PubMed |
description | BACKGROUND: Psychrotrophic lactic acid bacteria (LAB) species are the dominant species in the microbiota of cold-stored modified-atmosphere-packaged food products and are the main cause of food spoilage. Despite the importance of psychrotrophic LAB, their response to cold or heat has not been studied. Here, we studied the transcriptome-level cold- and heat-shock response of spoilage lactic acid bacteria with time-series RNA-seq for Le. gelidum, Lc. piscium, and P. oligofermentans at 0 °C, 4 °C, 14 °C, 25 °C, and 28 °C. RESULTS: We observed that the cold-shock protein A (cspA) gene was the main cold-shock protein gene in all three species. Our results indicated that DEAD-box RNA helicase genes (cshA, cshB) also play a critical role in cold-shock response in psychrotrophic LAB. In addition, several RNase genes were involved in cold-shock response in Lc. piscium and P. oligofermentans. Moreover, gene network inference analysis provided candidate genes involved in cold-shock response. Ribosomal proteins, tRNA modification, rRNA modification, and ABC and efflux MFS transporter genes clustered with cold-shock response genes in all three species, indicating that these genes could be part of the cold-shock response machinery. Heat-shock treatment caused upregulation of Clp protease and chaperone genes in all three species. We identified transcription binding site motifs for heat-shock response genes in Le. gelidum and Lc. piscium. Finally, we showed that food spoilage-related genes were upregulated at cold temperatures. CONCLUSIONS: The results of this study provide new insights on the cold- and heat-shock response of psychrotrophic LAB. In addition, candidate genes involved in cold- and heat-shock response predicted using gene network inference analysis could be used as targets for future studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-020-07338-8. |
format | Online Article Text |
id | pubmed-7788899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77888992021-01-07 Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria Duru, Ilhan Cem Ylinen, Anne Belanov, Sergei Pulido, Alan Avila Paulin, Lars Auvinen, Petri BMC Genomics Research Article BACKGROUND: Psychrotrophic lactic acid bacteria (LAB) species are the dominant species in the microbiota of cold-stored modified-atmosphere-packaged food products and are the main cause of food spoilage. Despite the importance of psychrotrophic LAB, their response to cold or heat has not been studied. Here, we studied the transcriptome-level cold- and heat-shock response of spoilage lactic acid bacteria with time-series RNA-seq for Le. gelidum, Lc. piscium, and P. oligofermentans at 0 °C, 4 °C, 14 °C, 25 °C, and 28 °C. RESULTS: We observed that the cold-shock protein A (cspA) gene was the main cold-shock protein gene in all three species. Our results indicated that DEAD-box RNA helicase genes (cshA, cshB) also play a critical role in cold-shock response in psychrotrophic LAB. In addition, several RNase genes were involved in cold-shock response in Lc. piscium and P. oligofermentans. Moreover, gene network inference analysis provided candidate genes involved in cold-shock response. Ribosomal proteins, tRNA modification, rRNA modification, and ABC and efflux MFS transporter genes clustered with cold-shock response genes in all three species, indicating that these genes could be part of the cold-shock response machinery. Heat-shock treatment caused upregulation of Clp protease and chaperone genes in all three species. We identified transcription binding site motifs for heat-shock response genes in Le. gelidum and Lc. piscium. Finally, we showed that food spoilage-related genes were upregulated at cold temperatures. CONCLUSIONS: The results of this study provide new insights on the cold- and heat-shock response of psychrotrophic LAB. In addition, candidate genes involved in cold- and heat-shock response predicted using gene network inference analysis could be used as targets for future studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-020-07338-8. BioMed Central 2021-01-07 /pmc/articles/PMC7788899/ /pubmed/33413101 http://dx.doi.org/10.1186/s12864-020-07338-8 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Duru, Ilhan Cem Ylinen, Anne Belanov, Sergei Pulido, Alan Avila Paulin, Lars Auvinen, Petri Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
title | Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
title_full | Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
title_fullStr | Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
title_full_unstemmed | Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
title_short | Transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
title_sort | transcriptomic time-series analysis of cold- and heat-shock response in psychrotrophic lactic acid bacteria |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788899/ https://www.ncbi.nlm.nih.gov/pubmed/33413101 http://dx.doi.org/10.1186/s12864-020-07338-8 |
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