Nutrient and moisture limitations reveal keystone metabolites linking rhizosphere metabolomes and microbiomes

Author:

Baker Nameer R.1,Zhalnina Kateryna2,Yuan Mengting1,Herman Don1,Ceja-Navarro Javier A.34,Sasse Joelle25,Jordan Jacob S.26,Bowen Benjamin P.2,Wu Liyou7,Fossum Christina1,Chew Aaron18,Fu Ying7,Saha Malay9,Zhou Jizhong7ORCID,Pett-Ridge Jennifer810,Northen Trent R.2ORCID,Firestone Mary K.1

Affiliation:

1. Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720

2. Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720

3. Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ 86011

4. Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720

5. Institute for Plant and Microbial Biology, University of Zurich, CH-8008 Zurich, Switzerland

6. Department of Chemistry, University of California, Berkeley, CA 94720

7. Institute for Environmental Genomics, University of Oklahoma, Norman, OK 73019

8. Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550

9. Noble Research Institute, Ardmore, OK 73401

10. Life and Environmental Sciences Department, University of California Merced, Merced, CA 95343

Abstract

Plants release a wealth of metabolites into the rhizosphere that can shape the composition and activity of microbial communities in response to environmental stress. The connection between rhizodeposition and rhizosphere microbiome succession has been suggested, particularly under environmental stress conditions, yet definitive evidence is scarce. In this study, we investigated the relationship between rhizosphere chemistry, microbiome dynamics, and abiotic stress in the bioenergy crop switchgrass grown in a marginal soil under nutrient-limited, moisture-limited, and nitrogen (N)-replete, phosphorus (P)-replete, and NP-replete conditions. We combined 16S rRNA amplicon sequencing and LC-MS/MS-based metabolomics to link rhizosphere microbial communities and metabolites. We identified significant changes in rhizosphere metabolite profiles in response to abiotic stress and linked them to changes in microbial communities using network analysis. N-limitation amplified the abundance of aromatic acids, pentoses, and their derivatives in the rhizosphere, and their enhanced availability was linked to the abundance of bacterial lineages from Acidobacteria, Verrucomicrobia, Planctomycetes, and Alphaproteobacteria. Conversely, N-amended conditions increased the availability of N-rich rhizosphere compounds, which coincided with proliferation of Actinobacteria. Treatments with contrasting N availability differed greatly in the abundance of potential keystone metabolites; serotonin and ectoine were particularly abundant in N-replete soils, while chlorogenic, cinnamic, and glucuronic acids were enriched in N-limited soils. Serotonin, the keystone metabolite we identified with the largest number of links to microbial taxa, significantly affected root architecture and growth of rhizosphere microorganisms, highlighting its potential to shape microbial community and mediate rhizosphere plant–microbe interactions.

Funder

DOE | SC | Biological and Environmental Research

Publisher

Proceedings of the National Academy of Sciences

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