Moran Robert A, Anantham Sashindran, Holt Kathryn E, Hall Ruth M
School of Life and Environmental Sciences, The University of Sydney, NSW 2006, Australia.
Centre for Systems Genomics, University of Melbourne, Parkville, Victoria 3010, Australia.
J Antimicrob Chemother. 2017 Mar 1;72(3):700-704. doi: 10.1093/jac/dkw511.
To assess the effectiveness of bioinformatic detection of resistance genes in whole-genome sequences in correctly predicting resistance phenotypes.
Genomes of a collection of well-characterized commensal Escherichia coli were sequenced using Illumina HiSeq technology and assembled with SPAdes. Antibiotic resistance genes identified by PCR, SRST2 analysis of reads and ResFinder analysis of SPAdes assemblies were compared with known resistance phenotypes.
Generally, the antibiotic resistance genes detected using bioinformatic methods were concordant, but only ARG-ANNOT included sat2 . However, the presence or absence of genes was not always predictive of the phenotype. In one strain, trimethoprim resistance was due to a known mutation in the chromosomal folA gene. In cases where the copy number was low, the aadA5 gene downstream of dfrA17 did not confer streptomycin or spectinomycin resistance. Resistance genes were found in the genomes that were not detected previously by PCRs targeting a limited gene set and gene cassettes in class 1 or class 2 integrons. In one isolate, the aadA1 gene cassette in the estX - aadA1 cassettes pair was outside an integron context and was not expressed. The qnrS1 gene, conferring reduced susceptibility to fluoroquinolones, and the bla CMY-2 gene, encoding an ESBL, were each detected in a single isolate and mphA (macrolide resistance) was present in six isolates surrounded by IS 26 and IS 6100 .
WGS analysis detected more genes than PCR. Some were not expressed, causing inconsistencies with the experimentally determined phenotype. An unpredicted chromosomal folA mutation causing trimethoprim resistance was found.
评估在全基因组序列中通过生物信息学检测耐药基因对正确预测耐药表型的有效性。
使用Illumina HiSeq技术对一组特征明确的共生大肠杆菌基因组进行测序,并使用SPAdes进行组装。将通过PCR、对reads进行SRST2分析以及对SPAdes组装结果进行ResFinder分析鉴定出的抗生素耐药基因与已知的耐药表型进行比较。
一般来说,使用生物信息学方法检测到的抗生素耐药基因是一致的,但只有ARG-ANNOT包含sat2。然而,基因的存在与否并不总是能预测表型。在一个菌株中,甲氧苄啶耐药是由于染色体folA基因中的一个已知突变。在拷贝数较低的情况下,dfrA17下游的aadA5基因并未赋予链霉素或壮观霉素耐药性。在基因组中发现了以前通过针对有限基因集的PCR以及1类或2类整合子中的基因盒未检测到的耐药基因。在一个分离株中,estX - aadA1基因盒对中的aadA1基因盒不在整合子环境中且未表达。赋予对氟喹诺酮类药物敏感性降低的qnrS1基因和编码ESBL的bla CMY-2基因分别在单个分离株中被检测到,并且mphA(大环内酯类耐药)存在于6个被IS 26和IS 6100包围的分离株中。
全基因组测序分析检测到的基因比PCR更多。有些基因未表达,导致与实验确定的表型不一致。发现了一个导致甲氧苄啶耐药的意外染色体folA突变。