Water Desalination and Reuse Center (WDRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.
Water Desalination and Reuse Center (WDRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.
Sci Total Environ. 2020 Jan 20;701:134682. doi: 10.1016/j.scitotenv.2019.134682. Epub 2019 Oct 24.
Biofilm formation on membranes in activated sludge membrane bioreactors (MBR), commonly identified as biofouling, is a significant problem for MBR operations. A better understanding of microbial species involved in the biofilm formation is needed to develop anti-biofilm measures. A read-based and genome-resolved shotgun metagenomic approach was applied to characterize the composition and functional potential of the sludge and early stage biofilm microbial communities in an MBR process. Read-based analysis revealed that the prevalence of different phyla are relatively similar in both the sludge and biofilm samples, with Proteobacteria as the most dominant, followed by Chloroflexi, Bacteroidetes and Planctomycetes. However, the relative abundance of these phyla slightly varies between the sludge and biofilm. Phyla such as Actinobacteria, bacterial candidate phyla, Chlamydiae, Cyanobacteria/Melainabacteria and Firmicutes are 2 to 4 times more abundant in the biofilm than in the sludge. At the genus level, genera belonging to Proteobacteria (Legionella, Caulobacter, Sphingomonas, Acinetobacter and Rhizobium), Cyanobacteria (Hassallia), and Spirochaetes (Turneriella) are at least twice more abundant in the biofilm. These genera, especially those belonging to Phylum Proteobacteria, are known to play an important role in the formation of biofilms on surfaces. The Alpha diversity is found slightly higher in the biofilm, compared with sludge samples. Functional classification of reads through the SEED subsystem shows that functional classes such as those involved in the metabolism of various molecules are significantly different in the biofilm and sludge. A phylogenomic analysis of the six extracted metagenome assembled genomes (MAGs) shows that three MAGs belong to Proteobacteria, and one MAG belong to each of Chloroflexi, Bacteroidetes and Planctomycetes. The relative abundance of the MAG belonging to Alphaproteobacteria is higher in the biofilm. A functional potential analysis of the MAGs reveals their potential to metabolize carbon and nitrogen sources, as well as the prevalence of antibiotic resistance genes.
生物膜在活性污泥膜生物反应器(MBR)中的膜上的形成,通常被认为是生物污垢,这是 MBR 运行中的一个重大问题。为了开发抗生物膜措施,需要更好地了解参与生物膜形成的微生物种类。应用基于读长和基因组分辨率的 shotgun 宏基因组方法来描述 MBR 工艺中污泥和早期生物膜微生物群落的组成和功能潜力。基于读长的分析表明,不同门在污泥和生物膜样品中的流行度相对相似,其中变形菌门最为优势,其次是绿弯菌门、拟杆菌门和浮霉菌门。然而,这些门的相对丰度在污泥和生物膜之间略有差异。与污泥相比,放线菌门、细菌候选门、衣原体门、蓝藻/黑色素菌门和厚壁菌门等在生物膜中的丰度高 2 到 4 倍。在属水平上,属于变形菌门(军团菌属、柄杆菌属、鞘氨醇单胞菌属、不动杆菌属和根瘤菌属)、蓝藻门(Hassallia)和螺旋体门(Turneriella)的属在生物膜中的丰度至少高两倍。这些属,特别是属于变形菌门的那些,已知在表面生物膜的形成中起着重要作用。与污泥样品相比,生物膜中的 Alpha 多样性略高。通过 SEED 子系统对读长进行功能分类表明,生物膜和污泥中的各种分子代谢功能类显著不同。对提取的六个宏基因组组装基因组(MAG)的系统发育分析表明,有三个 MAG 属于变形菌门,一个 MAG 属于绿弯菌门、拟杆菌门和浮霉菌门中的每一门。属于 Alpha 变形菌门的 MAG 的相对丰度在生物膜中较高。对 MAG 的功能潜力分析表明,它们具有代谢碳氮源的潜力,以及抗生素耐药基因的流行。