bioRxiv Science⌕ Search

bioRxiv · 10.64898/2026.01.22.701102

Decoding microbial diversity in roots of rice plants under flooded conditions: influence of the host genotype, root compartment and mycorrhizal association

Abstract

BackgroundThe root microbiome plays a critical role in nutrient acquisition, stress tolerance and overall plant health. Rice, a staple food for more than half of the worlds population, is commonly cultivated under flooded conditions. Despite its agronomical importance, our current understanding of root-associated microbiomes in rice grown under flooded conditions is limited. On the other hand, nitrogen (N) and phosphorus (P) fertilizers are routinely applied to maximize rice yield. It is also well known that root colonization by arbuscular mycorrhizal (AM) fungi enhances mineral nutrition in plants, but whether mycorrhizal associations influence the composition of the rice root microbiome remains poorly understood. In this study, shotgun metagenomic sequencing was used to characterize the root endosphere and rhizosphere microbiomes in two temperate japonica rice varieties (cv. Bomba and JSendra) grown under flooded conditions. The impact of colonization by the AM fungus Rhizophagus irregularis on the root microbiome was investigated. ResultsRoot-associated compartments harbour distinct microbial communities in rice with bacterial taxa comprising approximately 95% of the total microbia in rice roots. At the Phylum level, the root bacteriome was primarily composed of Pseudomonadota (Alphaproteobacteria, Betaproteobacteria and Gammaproteobacteria) followed by Actinomycetota. The fungal microbiome was dominated by Ascomycota (Sordariomycetes, Eurotiomycetes and Dothideomycetes) and Basidiomycota. Not only the root compartment, but also the host genotype can shape the root microbiome. Recruitment of specific microorganism mainly occurs at the species level. Genotype-specific and compartment-specific associations of microbial species in mycorrhizal rice roots were also observed supporting that root colonization by an AM fungus contributes to variations in the root microbiome. Further, key microbial species primarily associated to methane production and nutrient cycling (e.g. Phosphate Solubilizing Bacteria and Nitrogen cycling bacteria) colonizing root compartments in each rice genotype and mycorrhizal condition are described. ConclusionsThe rice genotype, root compartment and mycorrhizal condition markedly influence the microbiome in roots of rice plants growing in flooded rice fields. These findings illustrate the potential of the plant to shape its associated root microbiome, thus, offering valuable insights for the development of microbiome-based strategies to improve growth and performance in rice plants under flooded conditions.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Busturia, I., Martin-Cardoso, H., Domingo, C., Garcia-Molina, A., San Segundo, B.. 2026-01-22. Decoding microbial diversity in roots of rice plants under flooded conditions: influence of the host genotype, root compartment and mycorrhizal association. https://doi.org/10.64898/2026.01.22.701102

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Matrix-controlled emergence of biofilm architecture shapes antimicrobial survival

Biofilms are structured microbial communities whose extracellular matrix is widely regarded as a basis of their protection against antimicrobial compounds. Yet how matrix production by individual bacteria gives rise to collective architecture and antimicrobial protection remains poorly understood. Here, we systematically varied expression of the master biofilm regulator csgD in Salmonella enterica and found that increasing matrix production reorganizes biofilms from dense, isotropic packings into sparse, nematically aligned communities by altering cell-cell interactions. By combining experimentally measured biofilm architectures with reaction-diffusion modeling, we show that these structural changes produce distinct patterns of antimicrobial killing, ranging from preferential killing near the liquid-biofilm interface to more uniform killing throughout the community. Consequently, increasing matrix production unexpectedly reduces antimicrobial survival by shifting the biofilm into different transport regimes, while strain-specific physiological differences further modulate antimicrobial depletion. Rather than acting as a passive barrier, EPS therefore shapes antimicrobial susceptibility by reorganizing biofilm architecture and its transport properties. EPS thus provides a physical link between molecular regulation, collective architecture and antimicrobial survival, providing a quantitative framework for understanding how cellular matrix production generates emergent biofilm function.

microbiology↗

Mapping virulence-associated protein interaction networks reveals regulators of thermotolerance in Cryptococcus neoformans

Protein-protein interactions (PPIs) influence critical biological processes in pathogenic microorganisms, such as the human fungal pathogen, Cryptococcus neoformans. Fungal thermotolerance and stress response pathways are key virulence determinants that directly impact pathogen adaptation and survival and the infection process. To establish a comprehensive baseline of PPIs in C. neoformans and explore these interactions to infer functional roles for uncharacterized proteins, we applied size exclusion chromatography coupled with mass spectrometry to the secreted and cellular proteomes of the fungi. As a result, 216 and 1699 unique proteins were identified across 24 secretome and proteome fractions, respectively. The predicted secretome networks included expected proteins associated with vesicles and virulence, indicating a role in extracellular defense. Whereas the cryptococcal proteome highlighted interactions among proteins with defined roles in fungal virulence for protein stability and thermotolerance, including two previously uncharacterized proteins, CNAG_00287 and CNAG_05199, putatively involved in complex formation with heat-shock proteins (HSP). Based on sequence and structure homology, we propose that CNAG_00287 is a tetratricopeptide repeat-containing co-chaperone that modulates Hsp 70 activity and CNAG_05199 functions as a Hsp70. We validated the thermotolerance role of CNAG_00287 in heat-related stress, as its absence significantly impaired fungal growth in nutrient-limited media at 37 {degrees}C. Together, this work resolves virulence-associated PPIs within C. neoformans and reveals new molecular regulators of thermotolerance that underpin fungal pathogenicity.

microbiology↗

Environmental filtering and host identity collectively shape root-associated microbiomes of Ericaceae and ectomycorrhizal plants in fumarole fields

Background Symbiosis with microbes is a key strategy that has enabled plants to colonize extreme environments. Since the benefits conferred by root-associated microbes depend on both environmental conditions and host-microbe combinations, plant adaptation to harsh environments is closely linked to the assembly of root microbial communities. Understanding how environmental and host filtering jointly shape these communities is therefore fundamental to elucidating the mechanisms underlying plant adaptation to extreme environments. Results In this study, we investigated the differentiation of root-associated prokaryotic and fungal communities and individual operational taxonomic units (OTUs) across two contrasting habitats surrounding fumaroles, solfatara-field and forest-edge habitats, and six dominant Ericaceae and ectomycorrhizal plant taxa. Prokaryotic and fungal OTUs rarely exhibited strong preferences for both habitat and host identity. Instead, many of prokaryotic and fungal OTUs specialized to one of these niches, collectively generating root microbial communities differentiated by both factors. Nonetheless, striking specializations in habitat and host niches were observed in the fungal family Hyaloscyphaceae (Helotiales). To gain insight into the evolutionary basis of microbial specialization, we examined phylogenetic signals in preference phenotypes. The resulting weak phylogenetic signals in these preference phenotypes further suggest that this fungal clade has undergone substantial ecological divergence. Conclusion Overall, our findings indicate that root-associated microbial communities in extreme environments are assembled through the accumulation of microbial taxa specialized to either habitat or host, and that strong ecological specialization in fungi can arise with little phylogenetic constraint.

microbiology↗