Bohlin Jon, Brynildsrud Ola B, Sekse Camilla, Snipen Lars
Division of Epidemiology, Norwegian Institute of Public Health, Marcus Thranes gate 6, P,O, Box 4404, Oslo 0403, Norway.
BMC Genomics. 2014 Oct 9;15(1):882. doi: 10.1186/1471-2164-15-882.
There are several studies describing loss of genes through reductive evolution in microbes, but how selective forces are associated with genome expansion due to horizontal gene transfer (HGT) has not received similar attention. The aim of this study was therefore to examine how selective pressures influence genome expansion in 53 fully sequenced and assembled Escherichia coli strains. We also explored potential connections between genome expansion and the attainment of virulence factors. This was performed using estimations of several genomic parameters such as AT content, genomic drift (measured using relative entropy), genome size and estimated HGT size, which were subsequently compared to analogous parameters computed from the core genome consisting of 1729 genes common to the 53 E. coli strains. Moreover, we analyzed how selective pressures (quantified using relative entropy and dN/dS), acting on the E. coli core genome, influenced lineage and phylogroup formation.
Hierarchical clustering of dS and dN estimations from the E. coli core genome resulted in phylogenetic trees with topologies in agreement with known E. coli taxonomy and phylogroups. High values of dS, compared to dN, indicate that the E. coli core genome has been subjected to substantial purifying selection over time; significantly more than the non-core part of the genome (p<0.001). This is further supported by a linear association between strain-wise dS and dN values (β = 26.94 ± 0.44, R20.98, p<0.001). The non-core part of the genome was also significantly more AT-rich (p<0.001) than the core genome and E. coli genome size correlated with estimated HGT size (p<0.001). In addition, genome size (p<0.001), AT content (p<0.001) as well as estimated HGT size (p<0.005) were all associated with the presence of virulence factors, suggesting that pathogenicity traits in E. coli are largely attained through HGT. No associations were found between selective pressures operating on the E. coli core genome, as estimated using relative entropy, and genome size (p0.98).
On a larger time frame, genome expansion in E. coli, which is significantly associated with the acquisition of virulence factors, appears to be independent of selective forces operating on the core genome.
有多项研究描述了微生物通过还原性进化导致基因丢失的情况,但水平基因转移(HGT)引起的选择性力量如何与基因组扩张相关联,尚未受到类似的关注。因此,本研究的目的是研究选择性压力如何影响53株已完成全基因组测序和组装的大肠杆菌菌株的基因组扩张。我们还探讨了基因组扩张与毒力因子获得之间的潜在联系。这是通过估计几个基因组参数来实现的,如AT含量、基因组漂移(使用相对熵测量)、基因组大小和估计的HGT大小,随后将这些参数与由53株大肠杆菌菌株共有的1729个基因组成的核心基因组计算得到的类似参数进行比较。此外,我们分析了作用于大肠杆菌核心基因组的选择性压力(使用相对熵和dN/dS量化)如何影响谱系和系统发育群的形成。
对大肠杆菌核心基因组的dS和dN估计值进行层次聚类,得到的系统发育树拓扑结构与已知的大肠杆菌分类学和系统发育群一致。与dN相比,dS的高值表明随着时间的推移,大肠杆菌核心基因组受到了大量的纯化选择;显著多于基因组的非核心部分(p<0.001)。菌株水平的dS和dN值之间的线性关联进一步支持了这一点(β = 26.94 ± 0.44,R20.98,p<0.001)。基因组的非核心部分也比核心基因组富含AT(p<0.001),并且大肠杆菌基因组大小与估计的HGT大小相关(p<0.001)。此外,基因组大小(p<0.001)、AT含量(p<0.001)以及估计的HGT大小(p<0.005)都与毒力因子的存在相关,这表明大肠杆菌的致病性状在很大程度上是通过HGT获得的。使用相对熵估计的作用于大肠杆菌核心基因组的选择性压力与基因组大小之间未发现关联(p0.98)。
在更大的时间框架内,大肠杆菌的基因组扩张与毒力因子的获得显著相关,似乎独立于作用于核心基因组的选择性力量。