Cargando…

Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged

The relative importance of different ecological processes controlling biofilm community assembly over time on membranes with different surface characteristics has never been investigated in membrane bioreactors (MBRs). In this study, five ultrafiltration hollow-fiber membranes – having identical nom...

Descripción completa

Detalles Bibliográficos
Autores principales: Matar, Gerald K., Ali, Muhammad, Bagchi, Samik, Nunes, Suzana, Liu, Wen-Tso, Saikaly, Pascal E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461090/
https://www.ncbi.nlm.nih.gov/pubmed/34566913
http://dx.doi.org/10.3389/fmicb.2021.708531
_version_ 1784571903672844288
author Matar, Gerald K.
Ali, Muhammad
Bagchi, Samik
Nunes, Suzana
Liu, Wen-Tso
Saikaly, Pascal E.
author_facet Matar, Gerald K.
Ali, Muhammad
Bagchi, Samik
Nunes, Suzana
Liu, Wen-Tso
Saikaly, Pascal E.
author_sort Matar, Gerald K.
collection PubMed
description The relative importance of different ecological processes controlling biofilm community assembly over time on membranes with different surface characteristics has never been investigated in membrane bioreactors (MBRs). In this study, five ultrafiltration hollow-fiber membranes – having identical nominal pore size (0.1μm) but different hydrophobic or hydrophilic surface characteristics – were operated simultaneously in the same MBR tank with a constant flux of 10 liters per square meter per hour (LMH). In parallel, membrane modules operated without permeate flux (0 LMH) were submerged in the same MBR tank, to investigate the passive microbial adsorption onto different hydrophobic or hydrophilic membranes. Samples from the membrane biofilm were collected after 1, 10, 20, and 30days of continuous filtration. The membrane biofilm microbiome were investigated using 16S rRNA gene amplicon sequencing from DNA and cDNA samples. Similar beta diversity trends were observed for both DNA- and cDNA-based analyses. Beta diversity analyses revealed that the nature of the membrane surface (i.e., hydrophobic vs. hydrophilic) did not seem to have an effect in shaping the bacterial community, and a similar biofilm microbiome evolved for all types of membranes. Similarly, membrane modules operated with and without permeate flux did not significantly influence alpha and beta diversity of the membrane biofilm. Nevertheless, different-aged membrane biofilm samples exhibited significant differences. Proteobacteria was the most dominant phylum in early-stage membrane biofilm after 1 and 10days of filtration. Subsequently, the relative reads abundance of the phyla Bacteroidetes and Firmicutes increased within the membrane biofilm communities after 20 and 30days of filtration, possibly due to successional steps that lead to the formation of a relatively aged biofilm. Our findings indicate distinct membrane biofilm assembly patterns with different-aged biofilm. Ecological null model analyses revealed that the assembly of early-stage biofilm community developed after 1 and 10days of filtration was mainly governed by homogenous selection. As the biofilm aged (days 20 and 30), stochastic processes (e.g., ecological drift) started to become important in shaping the assembly of biofilm community.
format Online
Article
Text
id pubmed-8461090
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-84610902021-09-25 Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged Matar, Gerald K. Ali, Muhammad Bagchi, Samik Nunes, Suzana Liu, Wen-Tso Saikaly, Pascal E. Front Microbiol Microbiology The relative importance of different ecological processes controlling biofilm community assembly over time on membranes with different surface characteristics has never been investigated in membrane bioreactors (MBRs). In this study, five ultrafiltration hollow-fiber membranes – having identical nominal pore size (0.1μm) but different hydrophobic or hydrophilic surface characteristics – were operated simultaneously in the same MBR tank with a constant flux of 10 liters per square meter per hour (LMH). In parallel, membrane modules operated without permeate flux (0 LMH) were submerged in the same MBR tank, to investigate the passive microbial adsorption onto different hydrophobic or hydrophilic membranes. Samples from the membrane biofilm were collected after 1, 10, 20, and 30days of continuous filtration. The membrane biofilm microbiome were investigated using 16S rRNA gene amplicon sequencing from DNA and cDNA samples. Similar beta diversity trends were observed for both DNA- and cDNA-based analyses. Beta diversity analyses revealed that the nature of the membrane surface (i.e., hydrophobic vs. hydrophilic) did not seem to have an effect in shaping the bacterial community, and a similar biofilm microbiome evolved for all types of membranes. Similarly, membrane modules operated with and without permeate flux did not significantly influence alpha and beta diversity of the membrane biofilm. Nevertheless, different-aged membrane biofilm samples exhibited significant differences. Proteobacteria was the most dominant phylum in early-stage membrane biofilm after 1 and 10days of filtration. Subsequently, the relative reads abundance of the phyla Bacteroidetes and Firmicutes increased within the membrane biofilm communities after 20 and 30days of filtration, possibly due to successional steps that lead to the formation of a relatively aged biofilm. Our findings indicate distinct membrane biofilm assembly patterns with different-aged biofilm. Ecological null model analyses revealed that the assembly of early-stage biofilm community developed after 1 and 10days of filtration was mainly governed by homogenous selection. As the biofilm aged (days 20 and 30), stochastic processes (e.g., ecological drift) started to become important in shaping the assembly of biofilm community. Frontiers Media S.A. 2021-09-10 /pmc/articles/PMC8461090/ /pubmed/34566913 http://dx.doi.org/10.3389/fmicb.2021.708531 Text en Copyright © 2021 Matar, Ali, Bagchi, Nunes, Liu and Saikaly. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Matar, Gerald K.
Ali, Muhammad
Bagchi, Samik
Nunes, Suzana
Liu, Wen-Tso
Saikaly, Pascal E.
Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged
title Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged
title_full Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged
title_fullStr Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged
title_full_unstemmed Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged
title_short Relative Importance of Stochastic Assembly Process of Membrane Biofilm Increased as Biofilm Aged
title_sort relative importance of stochastic assembly process of membrane biofilm increased as biofilm aged
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461090/
https://www.ncbi.nlm.nih.gov/pubmed/34566913
http://dx.doi.org/10.3389/fmicb.2021.708531
work_keys_str_mv AT matargeraldk relativeimportanceofstochasticassemblyprocessofmembranebiofilmincreasedasbiofilmaged
AT alimuhammad relativeimportanceofstochasticassemblyprocessofmembranebiofilmincreasedasbiofilmaged
AT bagchisamik relativeimportanceofstochasticassemblyprocessofmembranebiofilmincreasedasbiofilmaged
AT nunessuzana relativeimportanceofstochasticassemblyprocessofmembranebiofilmincreasedasbiofilmaged
AT liuwentso relativeimportanceofstochasticassemblyprocessofmembranebiofilmincreasedasbiofilmaged
AT saikalypascale relativeimportanceofstochasticassemblyprocessofmembranebiofilmincreasedasbiofilmaged