Heat Stress and Soil Microbial Disturbance Influence Soybean Root Metabolite, Microbiome Profiles, and Nodulation

preprint OA: closed
📄 Open PDF Full text JSON View at publisher
Full text 1,907 characters · extracted from oa-doi-fallback · click to expand
Abstract Heat stress is a major limiting factor for soybean productivity worldwide. Recent studies have highlighted the critical role of the plant microbiome in enhancing plant resilience to heat stress. However, our understanding of the molecular and physiological mechanisms underlying root-microbiome interactions under heat stress remains limited. To elucidate the role of native soil microbes in the heat tolerance of soybean genotypes, we analyzed rhizosphere bacterial and fungal communities via 16S rRNA and ITS sequencing, and characterized root metabolites and anatomical traits in response to microbiome composition and heat stress. Soybean plants were grown under controlled conditions in either natural soil containing native microbiota or in microbiome-disturbed soil (via 3-hour autoclaving), under both optimal and elevated temperature regimes. Alpha and beta diversity analyses revealed significant microbial shifts between treatments. Distinct clustering of bacterial, fungal, and metabolite profiles was observed under high temperature and microbial disturbance. Nodule-forming bacteria such as Rhizobium and Janthinobacterium were markedly suppressed, and belowground traits exhibited sensitivity, with significantly reduced nodule numbers and nodulation efficiency under high temperature and soil microbial perturbation. Non-targeted root metabolomics identified 372 differentially accumulated metabolites. Integrative multi-omics analysis revealed associations between metagenomic profiles, metabolite levels, and nitrogen-fixation traits, implying a coordinated modulation of root physiological processes. These findings contribute to a growing understanding of how heat stress interacts with rhizosphere microbial communities and may support future efforts in breeding climate-resilient soybean cultivars. Competing Interest Statement The authors have declared no competing interest.

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: oa-doi-fallback

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00