Burall Laurel S, Grim Christopher J, Mammel Mark K, Datta Atin R
Center for Food Safety and Applied Nutrition, Food and Drug Administration, Laurel, Maryland, United States of America.
PLoS One. 2016 Mar 7;11(3):e0150797. doi: 10.1371/journal.pone.0150797. eCollection 2016.
In an effort to build a comprehensive genomic approach to food safety challenges, the FDA has implemented a whole genome sequencing effort, GenomeTrakr, which involves the sequencing and analysis of genomes of foodborne pathogens. As a part of this effort, we routinely sequence whole genomes of Listeria monocytogenes (Lm) isolates associated with human listeriosis outbreaks, as well as those isolated through other sources. To rapidly establish genetic relatedness of these genomes, we evaluated tetranucleotide frequency analysis via the JSpecies program to provide a cursory analysis of strain relatedness. The JSpecies tetranucleotide (tetra) analysis plots standardized (z-score) tetramer word frequencies of two strains against each other and uses linear regression analysis to determine similarity (r2). This tool was able to validate the close relationships between outbreak related strains from four different outbreaks. Included in this study was the analysis of Lm strains isolated during the recent caramel apple outbreak and stone fruit incident in 2014. We identified that many of the isolates from these two outbreaks shared a common 4b variant (4bV) serotype, also designated as IVb-v1, using a qPCR protocol developed in our laboratory. The 4bV serotype is characterized by the presence of a 6.3 Kb DNA segment normally found in serotype 1/2a, 3a, 1/2c and 3c strains but not in serotype 4b or 1/2b strains. We decided to compare these strains at a genomic level using the JSpecies Tetra tool. Specifically, we compared several 4bV and 4b isolates and identified a high level of similarity between the stone fruit and apple 4bV strains, but not the 4b strains co-identified in the caramel apple outbreak or other 4b or 4bV strains in our collection. This finding was further substantiated by a SNP-based analysis. Additionally, we were able to identify close relatedness between isolates from clinical cases from 1993-1994 and a single case from 2011 as well as links between two isolates from over 30 years ago. The identification of these potential links shows that JSpecies Tetra analysis can be a useful tool in rapidly assessing genetic relatedness of Lm isolates during outbreak investigations and for comparing historical isolates. Our analyses led to the identification of a highly related clonal group involved in two separate outbreaks, stone fruit and caramel apple, and suggests the possibility of a new genotype that may be better adapted for certain foods and/or environment.
为构建应对食品安全挑战的全面基因组方法,美国食品药品监督管理局(FDA)实施了一项全基因组测序计划——GenomeTrakr,该计划涉及对食源性病原体的基因组进行测序和分析。作为这项工作的一部分,我们定期对与人类李斯特菌病暴发相关的单核细胞增生李斯特菌(Lm)分离株以及通过其他来源分离的菌株进行全基因组测序。为快速确定这些基因组的遗传相关性,我们通过JSpecies程序评估了四核苷酸频率分析,以初步分析菌株相关性。JSpecies四核苷酸(tetra)分析将两种菌株的标准化(z分数)四聚体词频率相互绘制,并使用线性回归分析来确定相似性(r2)。该工具能够验证来自四次不同暴发的与暴发相关菌株之间的密切关系。本研究包括对2014年焦糖苹果暴发和核果事件期间分离的Lm菌株的分析。我们使用在我们实验室开发的qPCR方案确定,这两次暴发中的许多分离株共享一种常见的4b变异体(4bV)血清型,也称为IVb-v1。4bV血清型的特征是存在一个6.3 Kb的DNA片段,该片段通常存在于血清型1/2a、3a、1/2c和3c菌株中,但不存在于血清型4b或1/2b菌株中。我们决定使用JSpecies Tetra工具在基因组水平上比较这些菌株。具体而言,我们比较了几种4bV和4b分离株,发现核果和苹果4bV菌株之间具有高度相似性,但在焦糖苹果暴发中共同鉴定的4b菌株或我们收集的其他4b或4bV菌株之间则没有。基于单核苷酸多态性(SNP)的分析进一步证实了这一发现。此外,我们能够确定1993 - 1994年临床病例分离株与2011年一个病例分离株之间的密切相关性,以及30多年前两个分离株之间的联系。这些潜在联系的确定表明,JSpecies Tetra分析在暴发调查期间快速评估Lm分离株的遗传相关性以及比较历史分离株方面可能是一个有用的工具。我们的分析导致鉴定出一个高度相关的克隆群,该克隆群涉及两次单独的暴发——核果和焦糖苹果暴发,并表明可能存在一种新的基因型,它可能更适应某些食物和/或环境。