National Infection Services, Public Health England, 61 Colindale Avenue, London, NW9 5EQ, UK.
Microb Genom. 2021 Mar;7(3). doi: 10.1099/mgen.0.000544. Epub 2021 Mar 15.
Sequence similarity of pathogen genomes can infer the relatedness between isolates as the fewer genetic differences identified between pairs of isolates, the less time since divergence from a common ancestor. Clustering based on hierarchical single linkage clustering of pairwise SNP distances has been employed to detect and investigate outbreaks. Here, we evaluated the evidence-base for the interpretation of phylogenetic clusters of Shiga toxin-producing (STEC) O157:H7. Whole genome sequences of 1193 isolates of STEC O157:H7 submitted to Public Health England between July 2015 and December 2016 were mapped to the Sakai reference strain. Hierarchical single linkage clustering was performed on the pairwise SNP difference between all isolates at descending distance thresholds. Cases with known epidemiological links fell within 5-SNP single linkage clusters. Five-SNP single linkage community clusters where an epidemiological link was not identified were more likely to be temporally and/or geographically related than sporadic cases. Ten-SNP single linkage clusters occurred infrequently and were challenging to investigate as cases were few, and temporally and/or geographically dispersed. A single linkage cluster threshold of 5-SNPs has utility for the detection of outbreaks linked to both persistent and point sources. Deeper phylogenetic analysis revealed that the distinction between domestic UK and imported isolates could be inferred at the sub-lineage level. Cases associated with domestically acquired infection that fall within clusters that are predominantly travel associated are likely to be caused by contaminated imported food.
病原体基因组的序列相似性可以推断出分离株之间的亲缘关系,因为分离株之间的遗传差异越少,它们与共同祖先分歧的时间就越短。基于成对 SNP 距离的层次单链接聚类的聚类已被用于检测和调查暴发。在这里,我们评估了对产志贺毒素的大肠杆菌(STEC)O157:H7 的系统发育聚类进行解释的证据基础。2015 年 7 月至 2016 年 12 月期间向英国公共卫生署提交的 1193 株 STEC O157:H7 的全基因组序列被映射到坂井参考株上。在所有分离株之间的 SNP 差异上进行了层次单链接聚类,距离阈值逐渐降低。具有已知流行病学联系的病例落在 5-SNP 单链接聚类中。没有识别出流行病学联系的 5-SNP 单链接社区聚类更有可能与时间和/或地理位置有关,而不是散发性病例。10-SNP 单链接聚类很少发生,由于病例数量少,且时间和/或地理位置分散,因此难以调查。5-SNP 的单链接聚类阈值对检测与持续和点源相关的暴发具有实用性。更深入的系统发育分析表明,可以在亚谱系水平上推断出英国国内和进口分离株之间的区别。与国内获得性感染相关的病例,如果属于主要与旅行相关的聚类,则很可能是由受污染的进口食品引起的。