Bacterial community adaptation after freshwater and seawater coalescence
Jia, X.; Schubert, T.; Beeloo, R.; Litos, A.; Doijad, S.; van Helvoort, P.; Sperlea, T.; Labrenz, M.; Dutilh, B. E.
Show abstract
Microbial community coalescence, the merging of entire microbial communities, is common across ecosystems, particularly in estuaries where freshwater and seawater mix. The complexity of these habitats makes the in situ study of community dynamics after coalescence challenging, highlighting the need for controlled experiments to unravel the factors influencing the coalescence in the estuary. To study these processes, we combined natural freshwater and seawater bacterial communities at five different mixing ratios and incubated them in parallel microcosms containing freshwater or seawater incubation media. Forty mixed communities were tracked over six passages using Nanopore full-length 16S rRNA gene sequencing. In the original field samples, freshwater hosted more diverse communities than seawater. While the communities were structurally distinct, shared bacterial families accounted for approximately 95% of total reads. Many low-abundance taxa were lost upon laboratory incubation, while potentially faster-growing ones were enriched. We found that the coalescence outcome was strongly shaped by the incubation media, whereas the mixing ratio had a minor influence. Mixed communities converged toward the source community native to the incubation media, with increasing similarity at a higher source community proportion. In freshwater, a 25% inoculum of the freshwater community was sufficient to re-establish a near-native freshwater community, whereas in seawater, similarity to the native seawater community depended on the inoculation ratio. Network analysis showed a tightly connected module of seawater families, reflecting their shared habitat preference or cooperation, whereas freshwater families were more loosely connected. We also observed that most families were unaffected by mixing ratios or temporal dynamics, with only a few showing mixing ratio dependence. For instance, the freshwater family Comamonadaceae and seawater families Marinomonadaceae and Pseudoalteromonadaceae were dominant in their respective native environments, and increased in mixed communities in proportion to their initial source proportion. Overall, environmental filtering had a stronger impact than the mixing ratio of source communities on coalesced communities, with habitat-specific taxa further modulating the outcome. These findings advanced our understanding of microbial responses to coalescence and provided insights into microbial community assembly in dynamic estuarine systems. HighlightsO_LIEnvironmental filtering outweighs the microbial source community ratio in shaping coalescence outcomes. C_LIO_LIAsymmetric resilience: freshwater communities require a lower inoculum to re-establish than seawater communities. C_LIO_LIModularity of the seawater source community was observed during coalescence. C_LIO_LIFull-length 16S rRNA gene profiling with a custom dual-barcoding Nanopore protocol enables cost-effective bacterial community tracking. C_LIO_LIControlled coalescence experiments offer mechanistic insights into estuarine microbial community transitions. C_LI
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Community stability increases the predictability of microeukaryote community coalescence outcomes 97%
- Phylogenetic and metabolic diversity have contrasting effects on the ecological functioning of bacterial communities 96%
- Energetic and Environmental Constraints on the Community Structure of Benthic Microbial Mats in Lake Fryxell, Antarctica 95%
Similar papers in this journal
Similar papers in this journal
- Microbial community of recently discovered Auka vent field sheds light on vent biogeography and evolutionary history of thermophily 96%
- Nutrient supplementation experiments with saltern microbial communities implicate utilization of DNA as a source of phosphorus 96%
- Mercury methylation by metabolically versatile and cosmopolitan marine bacteria 95%
Similar papers in this journal
- Seasonal cycles in a seaweed holobiont: A multiyear time series reveals repetitive microbial shifts and core taxa 96%
- Data-driven identification of major axes of functional variation in bacteria 96%
- Cellular life from the three domains and viruses are transcriptionally active in a hypersaline desert community 96%
Similar papers in this journal
- Tetranucleotide frequencies differentiate genomic boundaries and metabolic strategies across environmental microbiomes 96%
- The signal and the noise - characteristics of antisense RNA in complex microbial communities 95%
- Measurement error and resolution in quantitative stable isotope probing: implications for experimental design 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.