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Sci Total Environ. 2019 Mar 20;657:1543-1552. doi: 10.1016/j.scitotenv.2018.12.141. Epub 2018 Dec 12.

Assessing the spatial and temporal variability of bacterial communities in two Bardenpho wastewater treatment systems via Illumina MiSeq sequencing.

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Department of Global Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States of America.
JHU/Stantec Alliance, Department of Environmental Health and Engineering, Bloomberg School of Public Health, John Hopkins University, Baltimore, MD, United States of America.
Department of Natural Resources and Environmental Management, Ball State University, Muncie, IN, United States of America.
Department of Pediatrics and Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, Louisiana Cancer Research Center, New Orleans, Louisiana, 70112, USA.
Department of Microbiology, Immunology & Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA, United States of America.
Department of Computer Science, College of Science, Technology, and Health, University of Southern Maine, Portland, ME, United States of America.
WEST Center, University of Arizona, Tucson, AZ, United States of America.
Department of Global Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States of America. Electronic address:


Next generation sequencing provides new insights into the diversity and ecophysiology of bacteria communities throughout wastewater treatment plants (WWTP), as well as the fate of pathogens in wastewater treatment system. In the present study, we investigated the bacterial communities and human-associated Bacteroidales (HF183) marker in two WWTPs in North America that utilize Bardenpho treatment processes. Although, most pathogens were eliminated during wastewater treatment, some pathogenic bacteria were still observed in final effluents. The HF183 genetic marker demonstrated significant reductions between influent and post-Bardenpho treated samples in each WWTP, which coincided with changes in bacteria relative abundances and community compositions. Consistent with previous studies, the major phyla in wastewater samples were predominantly comprised by Proteobacteria (with Gammaproteobacteria and Alphaproteobacteria among the top two classes), Actinobacteria, Bacteroidetes, and Firmicutes. Dominant genera were often members of Proteobacteria and Firmicutes, including several pathogens of public health concern, such as Pseudomonas, Serratia, Streptococcus, Mycobacterium and Arcobacter. Pearson correlations were calculated to observe the seasonal variation of relative abundances of gene sequences at different levels based on the monthly average temperature. These findings profile how changes in bacterial communities can function as a robust method for monitoring wastewater treatment quality and performance for public and environmental health purposes.


Bacterial community; Bacteroides HF183; Bardenpho; Fecal contamination; High-throughput sequencing; Wastewater treatment

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