A uniform stress response of stream microbiomes in the hyporheic zone across North America
Stach, T. L.; Starke, J.; Bouderka, F.; Bornemann, T. L. V.; Soares, A. R.; Wilkins, M. J.; Goldman, A. E.; Stegen, J. C.; Borton, M. A.; Probst, A. J.
Show abstract
BackgroundStream hyporheic zones represent a unique ecosystem at the interface of stream water and surrounding sediments, characterized by high heterogeneity and accelerated biogeochemical activity. These zones are increasingly impacted by anthropogenic stressors and environmental changes at a global scale, directly altering their microbiomes. Despite their importance, the current body of literature lacks a systematic understanding of active nitrogen and sulfur cycling across stream sediment and surface water microbiomes, particularly across geographic locations and in response to environmental stressors. ResultsBased on previously published and unpublished datasets, 363 stream metagenomes were combined to build a comprehensive MAG and gene database from stream sediments and surface water including a full-factorial mesocosm experiment which had been deployed to unravel microbial stress response. Metatranscriptomic data from 23 hyporheic sediment samples collected across North America revealed that microbial activity in sediments was distinct from the activity in surface water, contrasting similarly encoded metabolic potential across the two compartments. The expressed energy metabolism of the hyporheic zone was characterized by increased cycling of sulfur and nitrogen compounds, governed by Nitrospirota and Desulfobacterota lineages. While core metabolic functions like energy conservation were conserved across sediments, temperature and stream order change resulted in differential expression of stress response genes previously observed in mesocosm studies. ConclusionsThe hyporheic zone is a microbial hotspot in stream ecosystems, surpassing the activity of overlaying riverine surface waters. Metabolic activity in the form of sulfur and nitrogen cycling in hyporheic sediments is governed by multiple taxa interacting through metabolic handoffs. Despite the spatial heterogeneity of streams, the hyporheic sediment microbiome encodes and expresses conserved stress responses to anthropogenic stressors, e.g., temperature, in streams of separate continents. The high number of uncharacterized differentially expressed genes as a response to tested stressors is a call-to-action to deepen the study of stream systems.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Anaerobic microbial degradation of protein and lipid macromolecules in subarctic marine sediment 96%
- Microbial community and geochemical analyses of trans-trench sediments for understanding the roles of hadal environments 96%
- Time-series transcriptomics from cold, oxic subseafloor crustal fluids reveals a motile, mixotrophic microbial community 96%
Similar papers in this journal
Similar papers in this journal
- Competition-cooperation in the chemoautotrophic ecosystem of Movile Cave - first metagenomic approach on sediments 97%
- Microbiome of the Black Sea water column analyzed by genome centric metagenomics 96%
- The economical lifestyle of CPR bacteria in groundwater allows little preference for environmental drivers 96%
Similar papers in this journal
- Hurricane Harvey Impacts on Water Quality and Microbial Communities in Houston, TX Waterbodies 97%
- Comparative analysis of microbial diversity across temperature gradients in hot springs from Yellowstone and Iceland 96%
- Predicting environmental stressor levels with machine learning: a comparison between amplicon sequencing, metagenomics, and total RNA sequencing based on taxonomically assigned data 96%
"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.