title: Molecular analysis for screening human bacterial pathogens in municipal wastewater treatment and reuse.
abstract: Effective and sensitive monitoring of human pathogenic bacteria in municipal wastewater treatment is important not only for managing public health risk related to treated wastewater reuse, but also for ensuring proper functioning of the treatment plant. In this study, three different 16S rRNA gene molecular analysis methodologies were employed to screen bacterial pathogens in samples collected at three different stages of an activated sludge plant. Overall bacterial diversity was analyzed using next generation sequencing (NGS) on the Illumina MiSeq platform, as well as PCR-DGGE followed by band sequencing. In addition, a microdiversity analysis was conducted using PCR-DGGE, targeting Escherichia coli. Bioinformatics analysis was performed using QIIME protocol by clustering sequences against the Human Pathogenic Bacteria Database. NGS data were also clustered against the Greengenes database for a genera-level diversity analysis. NGS proved to be the most effective approach screening the sequences of 21 potential human bacterial pathogens, while the E. coli microdiversity analysis yielded one (O157:H7 str. EDL933) out of the two E. coli strains picked up by NGS. Overall diversity using PCR-DGGE did not yield any pathogenic sequence matches even though a number of sequences matched the NGS results. Overall, sequences of Gram-negative pathogens decreased in relative abundance along the treatment train while those of Gram-positive pathogens increased.
authors.affiliation: Institute Center for Water and Environment (iWATER), Masdar Institute of Science and Technology , P.O. Box 54224, Abu Dhabi, UAE.
authors.forename: Rajkumari
authors.initials: R
authors.lastname: Kumaraswamy
authors.forename: Yamrot M
authors.initials: YM
authors.lastname: Amha
authors.forename: Muhammad Z
authors.initials: MZ
authors.lastname: Anwar
authors.forename: Andreas
authors.initials: A
authors.lastname: Henschel
authors.forename: Jorge
authors.initials: J
authors.lastname: Rodríguez
authors.forename: Farrukh
authors.initials: F
authors.lastname: Ahmad
mesh_terms: D001419:Bacteria / Q000235:genetics / Q000302:isolation & purification*; D002947:Cities; D019295:Computational Biology / Q000379:methods; D004269:DNA, Bacterial / Q000235:genetics; D004926:Escherichia coli / Q000235:genetics / Q000302:isolation & purification; D059014:High-Throughput Nucleotide Sequencing; D006801:Humans; D016133:Polymerase Chain Reaction; D012336:RNA, Ribosomal, 16S / Q000235:genetics; D017423:Sequence Analysis, RNA; D012722:Sewage / Q000382:microbiology; D014865:Waste Disposal, Fluid / Q000379:methods*; D062065:Wastewater / Q000382:microbiology*; D014871:Water Microbiology; D018508:Water Purification / Q000379:methods*
chemical_list: D004269:DNA, Bacterial; D012336:RNA, Ribosomal, 16S; D012722:Sewage; D062065:Wastewater