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Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation

Biofilm formation has evolved as an adaptive strategy for bacteria to cope with harsh environmental conditions. Currently, little is known about the molecular mechanisms of biofilm formation in bifidobacteria. A time series transcriptome sequencing analysis of both biofilm and planktonic cells of Bi...

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Autores principales: Liu, Zongmin, Li, Lingzhi, Wang, Qianwen, Sadiq, Faizan Ahmed, Lee, Yuankun, Zhao, Jianxin, Zhang, Hao, Chen, Wei, Li, Haitao, Lu, Wenwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917626/
https://www.ncbi.nlm.nih.gov/pubmed/33672820
http://dx.doi.org/10.3390/microorganisms9020385
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author Liu, Zongmin
Li, Lingzhi
Wang, Qianwen
Sadiq, Faizan Ahmed
Lee, Yuankun
Zhao, Jianxin
Zhang, Hao
Chen, Wei
Li, Haitao
Lu, Wenwei
author_facet Liu, Zongmin
Li, Lingzhi
Wang, Qianwen
Sadiq, Faizan Ahmed
Lee, Yuankun
Zhao, Jianxin
Zhang, Hao
Chen, Wei
Li, Haitao
Lu, Wenwei
author_sort Liu, Zongmin
collection PubMed
description Biofilm formation has evolved as an adaptive strategy for bacteria to cope with harsh environmental conditions. Currently, little is known about the molecular mechanisms of biofilm formation in bifidobacteria. A time series transcriptome sequencing analysis of both biofilm and planktonic cells of Bifidobacterium longum FGSZY16M3 was performed to identify candidate genes involved in biofilm formation. Protein–protein interaction network analysis of 1296 differentially expressed genes during biofilm formation yielded 15 clusters of highly interconnected nodes, indicating that genes related to the SOS response (dnaK, groS, guaB, ruvA, recA, radA, recN, recF, pstA, and sufD) associated with the early stage of biofilm formation. Genes involved in extracellular polymeric substances were upregulated (epsH, epsK, efp, frr, pheT, rfbA, rfbJ, rfbP, rpmF, secY and yidC) in the stage of biofilm maturation. To further investigate the genes related to biofilm formation, weighted gene co-expression network analysis (WGCNA) was performed with 2032 transcript genes, leading to the identification of nine WGCNA modules and 133 genes associated with response to stress, regulation of gene expression, quorum sensing, and two-component system. These results indicate that biofilm formation in B. longum is a multifactorial process, involving stress response, structural development, and regulatory processes.
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spelling pubmed-79176262021-03-02 Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation Liu, Zongmin Li, Lingzhi Wang, Qianwen Sadiq, Faizan Ahmed Lee, Yuankun Zhao, Jianxin Zhang, Hao Chen, Wei Li, Haitao Lu, Wenwei Microorganisms Article Biofilm formation has evolved as an adaptive strategy for bacteria to cope with harsh environmental conditions. Currently, little is known about the molecular mechanisms of biofilm formation in bifidobacteria. A time series transcriptome sequencing analysis of both biofilm and planktonic cells of Bifidobacterium longum FGSZY16M3 was performed to identify candidate genes involved in biofilm formation. Protein–protein interaction network analysis of 1296 differentially expressed genes during biofilm formation yielded 15 clusters of highly interconnected nodes, indicating that genes related to the SOS response (dnaK, groS, guaB, ruvA, recA, radA, recN, recF, pstA, and sufD) associated with the early stage of biofilm formation. Genes involved in extracellular polymeric substances were upregulated (epsH, epsK, efp, frr, pheT, rfbA, rfbJ, rfbP, rpmF, secY and yidC) in the stage of biofilm maturation. To further investigate the genes related to biofilm formation, weighted gene co-expression network analysis (WGCNA) was performed with 2032 transcript genes, leading to the identification of nine WGCNA modules and 133 genes associated with response to stress, regulation of gene expression, quorum sensing, and two-component system. These results indicate that biofilm formation in B. longum is a multifactorial process, involving stress response, structural development, and regulatory processes. MDPI 2021-02-14 /pmc/articles/PMC7917626/ /pubmed/33672820 http://dx.doi.org/10.3390/microorganisms9020385 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Zongmin
Li, Lingzhi
Wang, Qianwen
Sadiq, Faizan Ahmed
Lee, Yuankun
Zhao, Jianxin
Zhang, Hao
Chen, Wei
Li, Haitao
Lu, Wenwei
Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation
title Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation
title_full Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation
title_fullStr Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation
title_full_unstemmed Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation
title_short Transcriptome Analysis Reveals the Genes Involved in Bifidobacterium Longum FGSZY16M3 Biofilm Formation
title_sort transcriptome analysis reveals the genes involved in bifidobacterium longum fgszy16m3 biofilm formation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917626/
https://www.ncbi.nlm.nih.gov/pubmed/33672820
http://dx.doi.org/10.3390/microorganisms9020385
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