Program in Genomics, Department of Veterinary Microbiology and Pathology, Paul G. Allen School for Global Animal Health, Washington State University, Pullman, WA 99164-7040, USA.
BMC Genomics. 2013 Apr 22;14:272. doi: 10.1186/1471-2164-14-272.
The ability to genetically manipulate bacteria has been fundamentally important for both basic biological discovery and translational research to develop new vaccines and antibiotics. Experimental alteration of the genetic content of prokaryotic pathogens has revealed both expected functional relationships and unexpected phenotypic consequences. Slow growth phenotypes have been reported for multiple transformed bacterial species, including extracellular and intracellular pathogens. Understanding the genes and pathways responsible for the slow growth phenotype provides the opportunity to develop attenuated vaccines as well as bacteriostatic antibiotics. Transformed Anaplasma marginale, a rickettsial pathogen, exhibits slow growth in vitro and in vivo as compared to the parent wild type strain, providing the opportunity to identify the underlying genes and pathways associated with this phenotype.
Whole genome transcriptional profiling allowed for identification of specific genes and pathways altered in transformed A. marginale. Genes found immediately upstream and downstream of the insertion site, including a four gene operon encoding key outer membrane proteins, were not differentially transcribed between wild type and transformed A. marginale. This lack of significant difference in transcription of flanking genes and the large size of the insert relative to the genome were consistent with a trans rather than a cis effect. Transcriptional profiling across the complete genome identified the most differentially transcribed genes, including an iron transporter, an RNA cleaving enzyme and several genes involved in translation. In order to confirm the trend seen in translation-related genes, K-means clustering and Gene Set Enrichment Analysis (GSEA) were applied. These algorithms allowed evaluation of the behavior of genes as groups that share transcriptional status or biological function. Clustering and GSEA confirmed the initial observations and found additional pathways altered in transformed A. marginale. Three pathways were significantly altered as compared to the wild type: translation, translation elongation, and purine biosynthesis.
Identification of perturbed genes and networks through genome wide transcriptional profiling highlights the relevance of pathways such as nucleotide biosynthesis, translation, and translation elongation in the growth phenotype of obligate intracellular bacteria. These genes and pathways provide specific targets for development of slow growing attenuated vaccines and for bacteriostatic antibiotics.
遗传操控细菌的能力对于基础生物学发现和开发新型疫苗和抗生素的转化研究都至关重要。对原核病原体遗传内容的实验改变揭示了预期的功能关系和意想不到的表型后果。已报道多种转化细菌物种(包括细胞外和细胞内病原体)的生长缓慢表型。了解导致生长缓慢表型的基因和途径为开发减毒疫苗和抑菌抗生素提供了机会。与亲本野生型株相比,转化的边缘无浆体(一种立克次体病原体)在体外和体内均表现出生长缓慢,为鉴定与该表型相关的潜在基因和途径提供了机会。
全基因组转录谱分析可鉴定转化的边缘无浆体中改变的特定基因和途径。在插入位点上下游发现的基因,包括编码关键外膜蛋白的四个基因操纵子,在野生型和转化的边缘无浆体之间转录没有差异。侧翼基因转录无显著差异且插入相对于基因组较大,这与转座而非顺式效应一致。全基因组转录谱分析鉴定了差异表达最大的基因,包括铁转运体、RNA 切割酶和几个参与翻译的基因。为了确认翻译相关基因中观察到的趋势,应用了 K-均值聚类和基因集富集分析(GSEA)。这些算法允许评估具有共享转录状态或生物学功能的基因组的行为。聚类和 GSEA 证实了最初的观察结果,并发现转化的边缘无浆体中还存在其他改变的途径。与野生型相比,有三个途径发生了显著改变:翻译、翻译延伸和嘌呤生物合成。
通过全基因组转录谱分析鉴定受扰基因和网络,突出了核苷酸生物合成、翻译和翻译延伸等途径在专性细胞内细菌生长表型中的相关性。这些基因和途径为开发生长缓慢的减毒疫苗和抑菌抗生素提供了特定的靶标。