Liu Zongmin, Li Lingzhi, Wang Qianwen, Sadiq Faizan Ahmed, Lee Yuankun, Zhao Jianxin, Zhang Hao, Chen Wei, Li Haitao, Lu Wenwei
State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
Microorganisms. 2021 Feb 14;9(2):385. doi: 10.3390/microorganisms9020385.
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 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 (, , , , , , and ) associated with the early stage of biofilm formation. Genes involved in extracellular polymeric substances were upregulated (, , , , , , , , and ) 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 is a multifactorial process, involving stress response, structural development, and regulatory processes.
生物膜形成已演变为细菌应对恶劣环境条件的一种适应性策略。目前,关于双歧杆菌生物膜形成的分子机制知之甚少。对FGSZY16M3的生物膜和浮游细胞进行了时间序列转录组测序分析,以鉴定参与生物膜形成的候选基因。对生物膜形成过程中1296个差异表达基因进行蛋白质-蛋白质相互作用网络分析,得到15个高度互连节点的簇,表明与生物膜形成早期相关的SOS反应相关基因(、、、、、和)。参与细胞外聚合物的基因在生物膜成熟阶段上调(、、、、、、、、和)。为了进一步研究与生物膜形成相关的基因,对2032个转录基因进行了加权基因共表达网络分析(WGCNA),从而鉴定出9个WGCNA模块和133个与应激反应、基因表达调控、群体感应和双组分系统相关的基因。这些结果表明,中的生物膜形成是一个多因素过程,涉及应激反应、结构发育和调控过程。