Characterization of transcriptional and metabolic responses to a complex plant growth‐promoting soil inoculum

Soil microbes can have large impacts on plant growth and physiology. However, how these impacts manifest at the transcriptional and metabolite level is not well understood, especially responses to complex mixtures of soil microbes. Here we characterize the transcriptional and metabolomic response of Brassica rapa to a complex, naturally occurring soil inoculum that promotes shoot growth. Brassica rapa plants were treated with mock or growth-promoting soil inocula and monitored for growth. Root and shoot tissues were harvested for RNA-seq and metabolite analysis. Gene co-expression analysis and penalized regression were used to test for gene co-expression modules and metabolites that influence growth. We identify gene co-expression modules that both respond to microbial treatment and are associated with leaf growth. Gene ontology and custom category analysis of these modules revealed root modules that are enriched for mineral nutrition (especially nitrogen, phosphorus, and sulfur) and leaf modules enriched for photosynthetic and cellular processes. The metabolite data show an association of leaf length with nucleotide and amino acid levels, consistent with gene ontology terms observed in the leaf and perhaps reflecting the overall impact of growth-promoting microbes on key nitrogen-associated metabolic processes. Overall, this work provides an in-depth characterization of the molecular responses of plants to plant growth-promoting microbes.

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Publication Details

Journal
Plant Biology
Published
2025-05-28
DOI
https://doi.org/10.1111/plb.70034
Primary Topic
Plant-Microbe Interactions and Immunity
Type
article
Field-Weighted Citation Impact
0.00

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article

Characterization of transcriptional and metabolic responses to a complex plant growth‐promoting soil inoculum

Marcus T. Brock, Kazunari Nozue, Diane Wang, Julin Maloof et al.
Plant Biology
Plant-Microbe Interactions and Immunity
article

Characterization of transcriptional and metabolic responses to a complex plant growth‐promoting soil inoculum

Marcus T. Brock, Kazunari Nozue, Diane Wang, Julin Maloof, Loïs Maignien, Daniel J. Kliebenstein, Cynthia Weinig, D. S. Mackay, B. E. Ewers
article en

Abstract

Soil microbes can have large impacts on plant growth and physiology. However, how these impacts manifest at the transcriptional and metabolite level is not well understood, especially responses to complex mixtures of soil microbes. Here we characterize the transcriptional and metabolomic response of Brassica rapa to a complex, naturally occurring soil inoculum that promotes shoot growth. Brassica rapa plants were treated with mock or growth-promoting soil inocula and monitored for growth. Root and shoot tissues were harvested for RNA-seq and metabolite analysis. Gene co-expression analysis and penalized regression were used to test for gene co-expression modules and metabolites that influence growth. We identify gene co-expression modules that both respond to microbial treatment and are associated with leaf growth. Gene ontology and custom category analysis of these modules revealed root modules that are enriched for mineral nutrition (especially nitrogen, phosphorus, and sulfur) and leaf modules enriched for photosynthetic and cellular processes. The metabolite data show an association of leaf length with nucleotide and amino acid levels, consistent with gene ontology terms observed in the leaf and perhaps reflecting the overall impact of growth-promoting microbes on key nitrogen-associated metabolic processes. Overall, this work provides an in-depth characterization of the molecular responses of plants to plant growth-promoting microbes.

Plant BiologyVol. 27(6)
University of Wyoming (US), Centre National de la Recherche Scientifique (FR), Marine Biological Laboratory (US), Ifremer (FR), Université de Bretagne Occidentale (FR), Purdue University West Lafayette (US), Plant (United States) (US), University at Buffalo, State University of New York (US), University of California, Davis (US)
National Science Foundation, U.S. Department of Agriculture, National Institute of Food and Agriculture
Zero hunger
Openalex Percentile: Top 92%
Plant-Microbe Interactions and Immunity
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