Kim Byeollee, Han So-Ra, Lee Hyun, Oh Tae-Jin
Department of Life Science and Biochemical Engineering, Graduate School, SunMoon University, Asan, Republic of Korea.
Genome-Based BioIT Convergence Institute, Asan, Republic of Korea.
Front Microbiol. 2024 Jan 16;14:1302236. doi: 10.3389/fmicb.2023.1302236. eCollection 2023.
is a versatile strain that has expanded into several genera. It has been steadily reported that the genome features of exhibit activities ranging from plant growth promotion to pathogenicity across various isolation areas. The objective of this study was to investigate the secondary metabolite patterns of 366 species through comparative genomics. Samples were selected based on assembly quality assessment and similarity below 80% in average nucleotide identity. Duplicate samples were excluded. Samples were divided into two groups using FastANI analysis. Group A included complex. Group B included complex. The limitations of MLST were proposed. The detection of genes was performed, including environmental and virulence-related genes. In the pan-genome analysis, each complex possessed a similar pattern of cluster for orthologous groups. Group A (n = 185) had 14,066 cloud genes, 2,465 shell genes, 682 soft-core genes, and 2,553 strict-core genes. Group B (n = 181) had 39,867 cloud genes, 4,986 shell genes, 324 soft-core genes, 222 core genes, and 2,949 strict-core genes. AntiSMASH was employed to analyze the biosynthetic gene cluster (BGC). The results were then utilized for network analysis using BiG-SCAPE and CORASON. Principal component analysis was conducted and a table was constructed using the results obtained from antiSMASH. The results were divided into Group A and Group B. We expected the various species to show similar patterns of secondary metabolite gene clusters. For in-depth analysis, a network analysis of secondary metabolite gene clusters was conducted, exemplified by BiG-SCAPE analysis. Depending on the species and complex, possessed several kinds of siderophore. Among them, ornibactin was possessed in most and was clustered into 4,062 clans. There was a similar pattern of gene clusters depending on the species. NRPS_04014 belonged to siderophore BGCs including ornibactin and indigoidine. However, it was observed that each family included a similar species. This suggests that, besides siderophores being species-specific, the ornibactin gene cluster itself might also be species-specific. The results suggest that siderophores are associated with environmental adaptation, possessing a similar pattern of siderophore gene clusters among species, which could provide another perspective on species-specific environmental adaptation mechanisms.
是一种具有多种功能的菌株,已扩展到多个属。不断有报道称,在各个分离区域,该菌株的基因组特征表现出从促进植物生长到致病性的多种活性。本研究的目的是通过比较基因组学研究366种该菌株的次生代谢产物模式。根据组装质量评估和平均核苷酸同一性低于80%的标准选择样本。排除重复样本。使用FastANI分析将样本分为两组。A组包括该菌株复合体。B组包括该菌株复合体。提出了多位点序列分型(MLST)的局限性。进行了基因检测,包括环境相关基因和毒力相关基因。在泛基因组分析中,每个复合体的直系同源群具有相似的聚类模式。A组(n = 185)有14066个云基因、2465个外壳基因、682个软核心基因和2553个严格核心基因。B组(n = 181)有39867个云基因、4986个外壳基因、324个软核心基因、222个核心基因和2949个严格核心基因。使用抗SMASH分析生物合成基因簇(BGC)。然后利用这些结果通过BiG-SCAPE和CORASON进行网络分析。进行主成分分析,并根据抗SMASH获得的结果构建表格。结果分为A组和B组。我们期望不同物种表现出相似的次生代谢产物基因簇模式。为了进行深入分析,以BiG-SCAPE分析为例,对次生代谢产物基因簇进行了网络分析。根据物种和复合体的不同,该菌株拥有几种铁载体。其中,大多数该菌株拥有鸟氨酸铁载体,并聚类为4062个家族。根据物种不同,基因簇存在相似模式。NRPS_04014属于包括鸟氨酸铁载体和靛蓝素的铁载体BGCs。然而,观察到每个家族都包含相似的物种。这表明,除了铁载体具有物种特异性外,鸟氨酸铁载体基因簇本身可能也具有物种特异性。结果表明,铁载体与环境适应性相关,物种间铁载体基因簇具有相似模式,这可为物种特异性环境适应机制提供另一个视角。