Plant Cell & EnvironmentMicrobiologyPeer-reviewed journal article
Unveiling potato cultivars with microbiome interactive traits for sustainable agricultural production
Tianci ZhaoiD, Stefanie Nicoline VinkiD, Xiu JiaiD, Alexander ErbaniD, Stephanie SchaarschmidtiD, Joachim KopkaiD, Ellen ZutheriD, Krzysztof TrederiD, Dorota Michałowska, Rémy GuyoneaudiD, J. Theo M. ElzengaiD, Eléonore AttardiD, Joana Falcão SallesiD
Abstract
Root traits significantly shape rhizosphere microbiomes, yet their interaction with microbes is often overlooked in plant breeding programs. Here, we propose that selecting modern cultivars based on microbiome interactive traits (MITs), such as root biomass, exudate patterns and the rhizosphere microbiome, can enhance agricultural sustainability by interacting effectively with soil microbiomes, which in turn, promotes plant growth and resistance to stress, thereby reducing reliance on synthetic crop protectants. Through a stepwise selection process (in silico and in vitro) that started with approximately 1000 potato genotypes, we chose 51 potato cultivars based on known phenotypical properties and distinct root exudate patterns. We conducted a greenhouse experiment to evaluate their capacity to interact with the soil microbiome and to assess their MITs. Our findings revealed that cultivars significantly influence plant growth, metabolite profiles, and rhizosphere fungal community composition. Moreover, we observed a positive correlation between microbial community diversity and root biomass. Additionally, leaf metabolites were correlated with rhizosphere bacterial composition, supporting the plant holobiont framework. Utilising z-scores, we aggregated all data related to plant growth, metabolomes, and microbiomes, creating a classification of 51 cultivars based on a gradient of MITs. By examining the distribution of low, medium, and high MITs, we identified a group of 11 potato cultivars suitable for further studies to assess their resilience and productivity under low-input production systems. This study provides an in-depth correlation between microbiome and several plant traits across 51 cultivars, offering tools to facilitate and expedite the incorporation of microbiome traits into breeding goals to support sustainable agriculture.
- organism: plant (other)
- assay: metabolomics
- assay: bulk RNA-seq
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- approach: experimental assay
- Citations
- 6
- FWCI
- 2.68
- Field percentile
- top 10%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Biological management, rather than chemical management, promotes the interaction between plants and their microbiome
T. Zhao, X. Jia, … J. F. Salles·bioRxiv·Feb 12, 2024
- Seed tuber microbiome is a predictor of next-season potato vigor
Yang Song, Elisa Atza, … Roeland L. Berendsen·bioRxiv·Apr 18, 2024
- Low soil moisture induces recruitment of Actinobacteria in the rhizosphere of a drought-sensitive and Rhizobiales in a drought-tolerant potato cultivar
B. R. Martins, R. Siani, … M. Schloter·bioRxiv·May 26, 2023
- Barley cultivars shape the abundance, phenotype, genotype and gene expression of their associated microbiota by differential root exudate secretion
A. Pacheco-Moreno, A. Bollmann-Giolai, … J. G. Malone·bioRxiv·Jul 5, 2023
- Compartment-specific core microbiomes in potato tubers are associated with plant health across genotypes, soils, and years
Yizhu Qiao, Junqing Qiao, … Yang Song·bioRxiv·Jan 17, 2026
- Plant Development Drives Dynamic Shifts in the Root Compartment Microbiomes of Wild and Domesticated Finger Millet Cultivars
F. A. Dadi, S. Muthusamy, … R. R. Vetukuri·bioRxiv·Apr 7, 2024