title: Disturbance and temporal partitioning of the activated sludge metacommunity.
abstract: The resilience of microbial communities to press disturbances and whether ecosystem function is governed by microbial composition or by the environment have not been empirically tested. To address these issues, a whole-ecosystem manipulation was performed in a full-scale activated sludge wastewater treatment plant. The parameter solids retention time (SRT) was used to manipulate microbial composition, which started at 30 days, then decreased to 12 and 3 days, before operation was restored to starting conditions (30-day SRT). Activated sludge samples were collected throughout the 313-day time series in parallel with bioreactor performance ('ecosystem function'). Bacterial small subunit (SSU) rRNA genes were surveyed from sludge samples resulting in a sequence library of >417,000 SSU rRNA genes. A shift in community composition was observed for 12- and 3-day SRTs. The composition was altered such that r-strategists were enriched in the system during the 3-day SRT, whereas K-strategists were only present at SRTs⩾12 days. This shift corresponded to loss of ecosystem functions (nitrification, denitrification and biological phosphorus removal) for SRTs⩽12 days. Upon return to a 30-day SRT, complete recovery of the bioreactor performance was observed after 54 days despite an incomplete recovery of bacterial diversity. In addition, a different, yet phylogenetically related, community with fewer of its original rare members displaced the pre-disturbance community. Our results support the hypothesis that microbial ecosystems harbor functionally redundant phylotypes with regard to general ecosystem functions (carbon oxidation, nitrification, denitrification and phosphorus accumulation). However, the impacts of decreased rare phylotype membership on ecosystem stability and micropollutant removal remain unknown.
authors.affiliation: NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA.
authors.forename: David C
authors.initials: DC
authors.lastname: Vuono
authors.affiliation: NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA.
authors.forename: Jan
authors.initials: J
authors.lastname: Benecke
authors.affiliation: NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA.
authors.forename: Jochen
authors.initials: J
authors.lastname: Henkel
authors.affiliation: Applied Mathematics and Statistics, Colorado School of Mines, Golden, CO, USA.
authors.forename: William C
authors.initials: WC
authors.lastname: Navidi
authors.affiliation: NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA.
authors.forename: Tzahi Y
authors.initials: TY
authors.lastname: Cath
authors.affiliation: NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA.
authors.forename: Junko
authors.initials: J
authors.lastname: Munakata-Marr
authors.affiliation: NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA.
authors.forename: John R
authors.initials: JR
authors.lastname: Spear
authors.affiliation: 1] NSF Engineering Research Center ReNUWIt, Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, CO, USA [2] Chair of Urban Water Systems Engineering, Technische Universität München, Garching, Germany.
authors.forename: Jörg E
authors.initials: JE
authors.lastname: Drewes
mesh_terms: D001419:Bacteria / Q000145:classification* / Q000235:genetics / Q000302:isolation & purification; D044822:Biodiversity; D019149:Bioreactors / Q000382:microbiology; D058440:Denitrification; D017753:Ecosystem; D058465:Nitrification; D010758:Phosphorus / Q000032:analysis; D012722:Sewage / Q000382:microbiology*
chemical_list: D012722:Sewage; D010758:Phosphorus