Hwang Soonkyu, Lee Namil, Choe Donghui, Lee Yongjae, Kim Woori, Kim Ji Hun, Kim Gahyeon, Kim Hyeseong, Ahn Neung-Ho, Lee Byoung-Hee, Palsson Bernhard O, Cho Byung-Kwan
Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea.
KAIST Institute for the BioCentury, Korea Advanced Institute of Science and Technology, Daejeon, South Korea.
Front Bioeng Biotechnol. 2022 Feb 25;10:844200. doi: 10.3389/fbioe.2022.844200. eCollection 2022.
Bacteria belonging to have the ability to produce a wide range of secondary metabolites through a shift from primary to secondary metabolism regulated by complex networks activated after vegetative growth terminates. Despite considerable effort to understand the regulatory elements governing gene expression related to primary and secondary metabolism in , system-level information remains limited. In this study, we integrated four multi-omics datasets from NBRC 13350: RNA-seq, ribosome profiling, dRNA-seq, and Term-Seq, to analyze the regulatory elements of transcription and translation of differentially expressed genes during cell growth. With the functional enrichment of gene expression in different growth phases, one sigma factor regulon and four transcription factor regulons governing differential gene transcription patterns were found. In addition, the regulatory elements of transcription termination and post-transcriptional processing at transcript 3'-end positions were elucidated, including their conserved motifs, stem-loop RNA structures, and non-terminal locations within the polycistronic operons, and the potential regulatory elements of translation initiation and elongation such as 5'-UTR length, RNA structures at ribosome-bound sites, and codon usage were investigated. This comprehensive genetic information provides a foundational genetic resource for strain engineering to enhance secondary metabolite production in .
属于[具体细菌属]的细菌能够通过从初级代谢向次级代谢的转变产生多种次级代谢产物,这种转变由营养生长终止后激活的复杂网络调控。尽管人们付出了巨大努力来了解[具体细菌属]中与初级和次级代谢相关的基因表达调控元件,但系统层面的信息仍然有限。在本研究中,我们整合了来自[具体细菌属]NBRC 13350的四个多组学数据集:RNA测序、核糖体谱分析、dRNA测序和Term-Seq,以分析细胞生长过程中差异表达基因的转录和翻译调控元件。通过不同生长阶段基因表达的功能富集,发现了一个调控差异基因转录模式的σ因子调控子和四个转录因子调控子。此外,还阐明了转录终止和转录后在转录本3'端位置加工的调控元件,包括它们的保守基序、茎环RNA结构以及多顺反子操纵子内的非末端位置,并研究了翻译起始和延伸的潜在调控元件,如5'-UTR长度、核糖体结合位点处的RNA结构和密码子使用情况。这些全面的遗传信息为菌株工程提供了基础遗传资源,以提高[具体细菌属]中次级代谢产物的产量。