Javkar Kiran, Rand Hugh, Hoffmann Maria, Luo Yan, Sarria Saul, Thirunavukkarasu Nagarajan, Pillai Christine A, McGann Patrick, Johnson J Kristie, Strain Errol, Pop Mihai
Department of Computer Science, University of Maryland, College Park, MD, United States.
Joint Institute for Food Safety and Applied Nutrition, University of Maryland, College Park, MD, United States.
Front Microbiol. 2021 Oct 1;12:714284. doi: 10.3389/fmicb.2021.714284. eCollection 2021.
Carbapenems-one of the important last-line antibiotics for the treatment of gram-negative infections-are becoming ineffective for treating infections. Studies have identified multiple genes (and mechanisms) responsible for carbapenem resistance. In some strains, the presence/absence of putative resistance genes is not consistent with their resistance phenotype-indicating the genomic factors underlying carbapenem resistance in are not fully understood. Here, we describe a large-scale whole-genome genotype-phenotype association study with 349 isolates that extends beyond the presence/absence of individual antimicrobial resistance genes and includes the genomic positions and pairwise interactions of genes. Ten known resistance genes exhibited statistically significant associations with resistance to imipenem, a type of carbapenem: , and . A review of the strains without any of these 10 genes uncovered a clade of isolates with diverse imipenem resistance phenotypes. Finer resolution evaluation of this clade revealed the presence of a 38.6 kbp conserved chromosomal region found exclusively in imipenem-susceptible isolates. This region appears to host several HTH-type DNA binding transcriptional regulators and transporter genes. Imipenem-susceptible isolates from this clade also carried two mutually exclusive plasmids that contain genes previously known to be specific to imipenem-susceptible isolates. Our analysis demonstrates the utility of using whole genomes for genotype-phenotype correlations in the context of antibiotic resistance and provides several new hypotheses for future research.
碳青霉烯类抗生素——治疗革兰氏阴性菌感染的重要一线抗生素之一——正逐渐失去治疗感染的效力。研究已确定了多个导致碳青霉烯类耐药的基因(及机制)。在一些菌株中,假定耐药基因的存在与否与其耐药表型并不一致,这表明碳青霉烯类耐药的基因组因素尚未完全明了。在此,我们描述了一项针对349株分离菌的大规模全基因组基因型-表型关联研究,该研究不仅涵盖了单个抗菌耐药基因的存在与否,还包括基因的基因组位置及成对相互作用。十个已知的耐药基因与对亚胺培南(一种碳青霉烯类抗生素)的耐药性呈现出统计学上的显著关联: 、 和 。对不含这10个基因中任何一个的菌株进行审查时,发现了一个具有不同亚胺培南耐药表型的分离菌分支。对该分支进行更精细的分辨率评估发现,存在一个仅在亚胺培南敏感分离菌中发现的38.6 kbp保守染色体区域。该区域似乎含有几个HTH型DNA结合转录调节因子和转运蛋白基因。来自该分支的亚胺培南敏感分离菌还携带两个相互排斥的质粒,这些质粒含有先前已知对亚胺培南敏感分离菌具有特异性的基因。我们的分析证明了在抗生素耐药性背景下利用全基因组进行基因型-表型相关性研究的实用性,并为未来研究提供了几个新的假设。