Seasonal Hydrogeochemical Changes Influence Nitrogen Cycling Genes in Microbes found in River Sediments

Seasonal changes affect microbiome communities, genes, and subsurface biogeochemical pathways differently.

Image is described in caption.

Figure shows nitrogen transformations in the hyporheic zone, where a vast microbiome community influences nutrient cycling. Upper layers, closer to the riverbed, contain more oxygen and organic matter. Under these conditions, nitrification (orange arrows) occurs. Microbes transform the nitrogen from organic matter through a variety of steps and ultimately deplete the oxygen. As oxygen depletes, denitrification (blue arrows) further transforms nitrogen, resulting in an electron acceptor for catabolism of organic matter.

[Reprinted under a Creative Commons 1.0 Universal License (CC0 1.0) from Nelson, W.C., et al. "Distinct Temporal Diversity Profiles for Nitrogen Cycling Genes in a Hyporheic Microbiome." PLoS ONE 15 (1), e0228165 (2020). DOI:10.1371/journal.pone.0228165.]

The Science

Researchers investigated the role of microbial genetic diversity in two major subsurface biogeochemical processes: nitrification and denitrification. Results show that across different seasons only a few microbe species, namely Nitrosoarchaeum, carry out nitrification functions—demonstrating high resistance to environmental change. However, denitrification genes, which are more broadly distributed in the community, displayed a variety of diversity patterns and abundance dynamics—demonstrating greater microbial interactions as conditions change.

The Impact

There is little research connecting microbiomes at the genetic level to hydro-biogeochemical modeling. This study uncovers the importance of genetic diversity and dynamics in microbial communities involved in key elemental cycling pathways. For example, under extreme environmental conditions an entire biochemical pathway could be altered or eliminated if a single step in that pathway has low genetic diversity in the microbial population, and its loss could not be replaced.

Summary

The Pacific Northwest National Laboratory research team, led by Bill Nelson, found that major environmental processes—specifically nitrification and denitrification—are maintained through a variety of diversity strategies. Historically, the bulk of biogeochemical research has focused on microbial communities at the organismal level. But this research focused on the importance of genetic distribution and diversity.

In their recent PLoS ONE paper, the researchers discuss the roles microbes play in ecological functions, the novelty of the genetic makeup of these microbes, and future research opportunities to determine which organisms are genetically expressing nitrogen cycling functions.

The novelty of this study comes from examining the temporal dynamics of diversity at the genetic level. To evaluate all genes in the nitrification and denitrification pathways, novel Hidden Markov Models (HMMs) were developed that can recognize the broad diversity found in environmental samples. The team found that while different environmental conditions impair microbiome growth and the gene expression of some populations, at the same time, those conditions can stimulate other genes and their associated microbes. High biodiversity at the organism or genetic level creates more resiliency, and the microbiome community can respond more rapidly to environmental changes.

In the future, researchers hope to more fully evaluate how diversity dynamics affect community metabolism function, including the role of metatranscriptomes or metaproteomes. The results of such future studies could help determine which organisms are expressing nitrogen cycling functions and could be incorporated into biogeochemical models of ecosystem function.

Principal Investigator

Bill Nelson
Pacific Northwest National Laboratory
[email protected]

Program Manager

Paul Bayer
U.S. Department of Energy, Biological and Environmental Research (SC-33)
Environmental System Science
[email protected]

Funding

This research was supported by the U.S. Department of Energy (DOE), Office of Biological and Environmental Research (BER), as part of the Environmental System Science Program’s Subsurface Biogeochemical Research Scientific Focus Area (SFA) at Pacific Northwest National Laboratory (PNNL).

References

Nelson, W.C., et al. "Distinct Temporal Diversity Profiles for Nitrogen Cycling Genes in a Hyporheic Microbiome." PLoS ONE 15 (1), e0228165  (2020). https://doi.org/10.1371/journal.pone.0228165.