Dinámica funcional de la comunidad bacteriana del lodo activado de una planta de tratamiento de agua residual y su relación con variables ambientales y de operación / Funcional dynamics of the bacterial community from activated sludge wastewater treatment plant and its relationship with environmental and operational variables

RESUMEN El proceso de lodos activados es comúnmente utilizado en plantas de tratamiento de aguas residuales (PTAR) para reducir la concentración de materia orgánica disuelta que llega en el afluente. A pesar de los avances en el estudio de las comunidades microbianas de los lodos activados, falta mucho para entender su potencial funcional y su variabilidad ante las fluctuaciones temporales del afluente y los cambios en la operación de las PTAR. En consecuencia, en este trabajo se analizó la variación del potencial metabólico de la comunidad bacteriana del lodo activado a lo largo de un ciclo anual y se relacionó esa dinámica con variables ambientales y operacionales de una PTAR con alcantarillado combinado. La predicción del metagenoma de la comunidad bacteriana se realizó con PICRUSt2. Esta aproximación permitió evidenciar el fenómeno de redundancia funcional en la comunidad. También, se logró analizar la fluctuación temporal de los genes asociados a procesos relacionados con los ciclos del nitrógeno y azufre y su relación con variables ambientales y operacionales de la PTAR. Se encontró que dichos procesos están relacionados diferencialmente con la precipitación y los cambios en la edad de lodo observados para el periodo estudiado. Estos resultados contribuyen al entendimiento de las dinámicas de la comunidad bacteriana con relación al funcionamiento de este tipo de sistemas biotecnológicos.

ABSTRACT Activated sludge process is commonly used in wastewater treatment plants (WWTP) where a microbial community removes the organic matter from the influent. Despite the advances in the study of this community, there is still a gap of knowledge about its functional potential and its variability due to temporary fluctuations of the influent and the WWTP operation. Therefore, this work analyzed the metabolic potential variation of the activated sludge bacterial community throughout an annual cycle. Furthermore, the dynamics of the bacterial community was related to environmental and operating variables of a WWTP with combined sewerage. The metagenome prediction of the bacterial community was carried out with PICRUSt2. This approach allowed to demonstrate the phenomenon of functional redundancy in the community. Moreover, the temporal fluctuation of genes associated with the nitrogen and sulfur cycles and their relationship with environmental and the operating variables of the WWTP were analyzed. It was found that those processes were differentially related to precipitation events and variations in the sludge age observed during the studied period. These results contribute to the understanding of the bacterial community dynamics in relation to the functioning of this type of biotechnological systems.

Taxonomic differences shape the responses of freshwater aerobic anoxygenic phototrophic bacterial communities to light and predation.

Aerobic anoxygenic phototrophic (AAP) bacteria are a phylogenetically diverse and ubiquitous group of prokaryotes that use organic matter but can harvest light using bacteriochlorophyll a. Although the factors regulating AAP ecology have long been investigated through field surveys, the few available experimental studies have considered AAPs as a group, thus disregarding the potential differential responses between taxonomically distinct AAP assemblages. Here, we used sequencing of the pufM gene to describe the diversity of AAPs in 10 environmentally distinct temperate lakes, and to investigate the taxonomic responses of AAP communities in these lakes when subjected to similar experimental manipulations of light and predator removal. The studied communities were clearly dominated by Limnohabitans AAP but presented a clear taxonomic segregation between lakes presumably driven by local conditions, which was maintained after experimental manipulations. Predation reduction (but not light exposure) caused significant compositional shifts across most assemblages, but the magnitude of these changes could not be clearly related to changes in bulk AAP abundances or taxonomic richness of AAP assemblages during experiments. Only a few operational taxonomic units, which differed taxonomically between lakes, were found to respond positively during experimental treatments. Our results highlight that different freshwater AAP communities respond differently to similar control mechanisms, highlighting that in-depth knowledge on AAP diversity is essential to understand the ecology and potential role of these photoheterotrophs.

Patterns in Abundance, Cell Size and Pigment Content of Aerobic Anoxygenic Phototrophic Bacteria along Environmental Gradients in Northern Lakes.

There is now evidence that aerobic anoxygenic phototrophic (AAP) bacteria are widespread across aquatic systems, yet the factors that determine their abundance and activity are still not well understood, particularly in freshwaters. Here we describe the patterns in AAP abundance, cell size and pigment content across wide environmental gradients in 43 temperate and boreal lakes of Québec. AAP bacterial abundance varied from 1.51 to 5.49 x 105 cells mL-1, representing <1 to 37% of total bacterial abundance. AAP bacteria were present year-round, including the ice-cover period, but their abundance relative to total bacterial abundance was significantly lower in winter than in summer (2.6% and 7.7%, respectively). AAP bacterial cells were on average two-fold larger than the average bacterial cell size, thus AAP cells made a greater relative contribution to biomass than to abundance. Bacteriochlorophyll a (BChla) concentration varied widely across lakes, and was not related to AAP bacterial abundance, suggesting a large intrinsic variability in the cellular pigment content. Absolute and relative AAP bacterial abundance increased with dissolved organic carbon (DOC), whereas cell-specific BChla content was negatively related to chlorophyll a (Chla). As a result, both the contribution of AAP bacteria to total prokaryotic abundance, and the cell-specific BChla pigment content were positively correlated with the DOC:Chla ratio, both peaking in highly colored, low-chlorophyll lakes. Our results suggest that photoheterotrophy might represent a significant ecological advantage in highly colored, low-chlorophyll lakes, where DOC pool is chemically and structurally more complex.