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Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment

Aerobic granulation is an emerging process in wastewater treatment that has the potential to accelerate sedimentation of the microbial biomass during secondary treatment. Aerobic granulation has been difficult to achieve in the continuous flow reactors (CFRs) used in modern wastewater treatment plan...

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Autores principales: Gomeiz, Alison T., Sun, Yewei, Newborn, Aaron, Wang, Zhi-Wu, Angelotti, Bob, Van Aken, Benoit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10535324/
https://www.ncbi.nlm.nih.gov/pubmed/37764172
http://dx.doi.org/10.3390/microorganisms11092328
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author Gomeiz, Alison T.
Sun, Yewei
Newborn, Aaron
Wang, Zhi-Wu
Angelotti, Bob
Van Aken, Benoit
author_facet Gomeiz, Alison T.
Sun, Yewei
Newborn, Aaron
Wang, Zhi-Wu
Angelotti, Bob
Van Aken, Benoit
author_sort Gomeiz, Alison T.
collection PubMed
description Aerobic granulation is an emerging process in wastewater treatment that has the potential to accelerate sedimentation of the microbial biomass during secondary treatment. Aerobic granulation has been difficult to achieve in the continuous flow reactors (CFRs) used in modern wastewater treatment plants. Recent research has demonstrated that the alternation of nutrient-abundant (feast) and nutrient-limiting (famine) conditions is able to promote aerobic granulation in a CFR. In this study, we conducted a metagenomic analysis with the objective of characterizing the bacterial composition of the granular biomass developed in three simulated plug flow reactors (PFRs) with different feast-to-famine ratios. Phylogenetic analyses revealed a clear distinction between the bacterial composition of aerobic granules in the pilot simulated PFRs as compared with conventional activated sludge. Larger and denser granules, showing improved sedimentation properties, were observed in the PFR with the longest famine time and were characterized by a greater proportion of bacteria producing abundant extracellular polymeric substances (EPS). Functional metagenomic analysis based on KEGG pathways indicated that the large and dense aerobic granules in the PFR with the longest famine time showed increased functionalities related to secretion systems and quorum sensing, which are characteristics of bacteria in biofilms and aerobic granules. This study contributes to a further understanding of the relationship between aerobic granule morphology and the bacterial composition of the granular biomass.
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spelling pubmed-105353242023-09-29 Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment Gomeiz, Alison T. Sun, Yewei Newborn, Aaron Wang, Zhi-Wu Angelotti, Bob Van Aken, Benoit Microorganisms Article Aerobic granulation is an emerging process in wastewater treatment that has the potential to accelerate sedimentation of the microbial biomass during secondary treatment. Aerobic granulation has been difficult to achieve in the continuous flow reactors (CFRs) used in modern wastewater treatment plants. Recent research has demonstrated that the alternation of nutrient-abundant (feast) and nutrient-limiting (famine) conditions is able to promote aerobic granulation in a CFR. In this study, we conducted a metagenomic analysis with the objective of characterizing the bacterial composition of the granular biomass developed in three simulated plug flow reactors (PFRs) with different feast-to-famine ratios. Phylogenetic analyses revealed a clear distinction between the bacterial composition of aerobic granules in the pilot simulated PFRs as compared with conventional activated sludge. Larger and denser granules, showing improved sedimentation properties, were observed in the PFR with the longest famine time and were characterized by a greater proportion of bacteria producing abundant extracellular polymeric substances (EPS). Functional metagenomic analysis based on KEGG pathways indicated that the large and dense aerobic granules in the PFR with the longest famine time showed increased functionalities related to secretion systems and quorum sensing, which are characteristics of bacteria in biofilms and aerobic granules. This study contributes to a further understanding of the relationship between aerobic granule morphology and the bacterial composition of the granular biomass. MDPI 2023-09-15 /pmc/articles/PMC10535324/ /pubmed/37764172 http://dx.doi.org/10.3390/microorganisms11092328 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gomeiz, Alison T.
Sun, Yewei
Newborn, Aaron
Wang, Zhi-Wu
Angelotti, Bob
Van Aken, Benoit
Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment
title Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment
title_full Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment
title_fullStr Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment
title_full_unstemmed Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment
title_short Metagenomic Analysis of a Continuous-Flow Aerobic Granulation System for Wastewater Treatment
title_sort metagenomic analysis of a continuous-flow aerobic granulation system for wastewater treatment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10535324/
https://www.ncbi.nlm.nih.gov/pubmed/37764172
http://dx.doi.org/10.3390/microorganisms11092328
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