Department of Mathematical Sciences, Chalmers University of Technology, Gothenburg, Sweden.
Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Gothenburg, Sweden.
BMC Genomics. 2020 Jul 20;21(1):495. doi: 10.1186/s12864-020-06830-5.
Integrons are genomic elements that mediate horizontal gene transfer by inserting and removing genetic material using site-specific recombination. Integrons are commonly found in bacterial genomes, where they maintain a large and diverse set of genes that plays an important role in adaptation and evolution. Previous studies have started to characterize the wide range of biological functions present in integrons. However, the efforts have so far mainly been limited to genomes from cultivable bacteria and amplicons generated by PCR, thus targeting only a small part of the total integron diversity. Metagenomic data, generated by direct sequencing of environmental and clinical samples, provides a more holistic and unbiased analysis of integron-associated genes. However, the fragmented nature of metagenomic data has previously made such analysis highly challenging.
Here, we present a systematic survey of integron-associated genes in metagenomic data. The analysis was based on a newly developed computational method where integron-associated genes were identified by detecting their associated recombination sites. By processing contiguous sequences assembled from more than 10 terabases of metagenomic data, we were able to identify 13,397 unique integron-associated genes. Metagenomes from marine microbial communities had the highest occurrence of integron-associated genes with levels more than 100-fold higher than in the human microbiome. The identified genes had a large functional diversity spanning over several functional classes. Genes associated with defense mechanisms and mobility facilitators were most overrepresented and more than five times as common in integrons compared to other bacterial genes. As many as two thirds of the genes were found to encode proteins of unknown function. Less than 1% of the genes were associated with antibiotic resistance, of which several were novel, previously undescribed, resistance gene variants.
Our results highlight the large functional diversity maintained by integrons present in unculturable bacteria and significantly expands the number of described integron-associated genes.
整合子是介导水平基因转移的基因组元件,通过位点特异性重组插入和去除遗传物质。整合子常见于细菌基因组中,在那里它们维持着大量多样化的基因,这些基因在适应和进化中起着重要作用。先前的研究已经开始描述整合子中存在的广泛的生物学功能。然而,迄今为止,这些努力主要局限于可培养细菌的基因组和 PCR 扩增子,因此仅针对总整合子多样性的一小部分。通过直接对环境和临床样本进行测序生成的宏基因组数据,为整合子相关基因提供了更全面和无偏倚的分析。然而,宏基因组数据的碎片化性质以前使得这种分析具有很高的挑战性。
在这里,我们对宏基因组数据中的整合子相关基因进行了系统调查。该分析基于一种新开发的计算方法,该方法通过检测其相关的重组位点来识别整合子相关基因。通过处理来自超过 10 太字节的宏基因组数据拼接而成的连续序列,我们能够鉴定出 13397 个独特的整合子相关基因。海洋微生物群落的宏基因组中整合子相关基因的出现频率最高,比人类微生物组高出 100 多倍。鉴定出的基因具有很大的功能多样性,跨越了几个功能类别。与移动促进因子和防御机制相关的基因最为丰富,在整合子中比其他细菌基因常见 5 倍以上。多达三分之二的基因编码未知功能的蛋白质。不到 1%的基因与抗生素耐药性相关,其中一些是新的、以前未描述的耐药基因变异体。
我们的结果强调了整合子在不可培养细菌中维持的巨大功能多样性,并大大扩展了描述的整合子相关基因的数量。