Integrative systems approach reveals dynamics of microbiome-metal-ion axis in mesocosms representing tropical urban freshwater canal ecosystem
Saxena, G.; Hill, E. D.; Marzinelli, E. M.; Umashankar, S.; Wei, T. J.; Yissue, W. W.; Steinberg, P. D.; Rajal, V. B.; Kjelleberg, S.; Williams, R.; Wuertz, S.; Swarup, S.
Show abstract
Freshwater ecosystems of tropical urban canals systems (TrUCS), are highly dynamic and experience constant pressures from interspersed effects of land-use and rain. The dynamic nature of TrUCS ecosystems presents a unique opportunity to unravel the signature interactions between the macro-organisms (top-down), sedimentary microbial communities (SedMICs), their functioning and the geochemical environment (bottom-up). A systems level understanding of the molecular and mechanistic basis of the highly dynamic behaviour that leads to specific ecosystem outcomes, is currently lacking. Therefore, a research framework to identify the direct link between top-down and bottom-up ecological effects on SedMICs in a highly dynamic urban canal sedimentary system is needed. Here, we present a framework of integrated multi-dimensional data across system-level biotic and abiotic ecological descriptors, such as environmental variables and active SedMICs. We followed the ecosystem shifts after a natural disturbance (rain) in two different anthropogenic disturbance (land-use) regimes. Shifts in profiles of metabolically active community were conserved across different land-use types, indicating resilience to perturbation is an intrinsic property of the TrUCs ecosystem. Three distinct phases, which were dominated sequentially by autotrophy, anoxic-heterotrophy and oxic-heterotrophy, were identified within these shifts. The first two phases were influenced by the bottom-up effects of specific metal-ion combinations of nitrates and sulfates with magnesium, aluminum and iron, and the third phase was triggered by top-down influences of bioturbation. This generalized systems-level approach, which provides an ecosystem-centric understanding of TrUCS and integrates them in sustainable management practices, can also be extended to other freshwater ecosystems.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Ecological theory applied to environmental metabolomes reveals compositional divergence despite conserved molecular properties 97%
- Mitigation of Antimicrobial Resistance Genes in Greywater Treated at Household Level 97%
- Impact of exogenous nitrogen on cyanobacterial abundance and community in oil-contaminated sediment mesocosms 95%
Similar papers in this journal
- Extinction drives a discontinuous temporal pattern of species-area relationships in a microbial microcosm system 96%
- Multi-marker DNA metabarcoding detects suites of environmental gradients from an urban harbour 96%
- Station and train surface microbiomes of Mexico City’s metro (subway/underground) 95%
Similar papers in this journal
- In-field bioreactors demonstrate dynamic shifts in microbial communities in response to geochemical perturbations. 97%
- Defining the sediment microbiome of the Indian River Lagoon, FL, USA, an Estuary of National Significance 96%
- From the Andes to the desert: First characterization of bacterial communities in the Rimac river, the main source of water for Lima, Peru 95%
Similar papers in this journal
- Extended spectrum β-lactamase and carbapenemase genes are substantially and sequentially reduced during conveyance and treatment of urban sewage 96%
- New drinking water genome catalog identifies a globally distributed bacterial genus adapted to disinfected drinking water systems. 95%
- Dehalobacter dechlorinates dichloroanilines and contributes to the natural attenuation of dichloronitrobenzenes at a complex industrial site 95%
Similar papers in this journal
- Antibiotic resistance genes, antibiotic residues, and microplastics in influent and effluent wastewater from treatment plants in Norway, Iceland, and Finland 97%
- Spatio-temporal variation of bacterial community structure in two intertidal sediment types of Jiaozhou Bay 95%
- Non-target Analysis of Wastewater Treatment Plant Effluents: Chemical Fingerprinting as a Monitoring Tool. 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.