Microbiome-Assisted Breeding: Engineering the Holobiont in Horticultural Crops

Authors: Jadala Shankaraswamy
Microbiome-Assisted Breeding: Engineering the Holobiont in Horticultural Crops
DIN
IJOEAR-AUG-2026-30
Abstract

Horticultural crop improvement is moving from a plant-centred model toward a soil-plant-microbiome framework in which host genotype, root-zone biology and the production environment are considered together. Microbiome-assisted breeding (MAB) aims to select plant genotypes that recruit, accommodate or respond to microbial communities capable of improving nutrient acquisition, soil fertility, disease suppression, abiotic-stress resilience, fruit quality and post-harvest performance. This review synthesizes the current basis of holobiont engineering with a primary focus on soil and plant-associated microbes of horticultural crops. The rhizosphere, rhizoplane, root endosphere, seed, flower and fruit compartments are considered as connected but functionally distinct microbial habitats. Important microbial groups include arbuscular mycorrhizal fungi, plant-growth-promoting rhizobacteria, diazotrophs, phosphate-solubilizing bacteria and fungi, actinobacteria, Trichoderma, endophytes, yeasts and defined synthetic communities. Recent literature highlights three developments: regulation of rhizosphere microbiomes by host traits and management, microbiome-interactive traits as potential breeding targets, and rhizosphere hybridization or microbiome engineering to build climate-smart and disease-suppressive soils. However, microbial abundance alone is not evidence of function, and inoculants frequently perform inconsistently when they cannot establish within a compatible native community. A practical MAB pipeline should combine host genotyping, soil physicochemical analysis, 16S/ITS or shotgun sequencing, culturomics, metabolomics, causal inoculation, synthetic-community testing and multi-environment validation. The review proposes priority research pathways for fruit, vegetable, spice, ornamental and underutilized crops and emphasizes that plant genotype × microbiome × soil management interactions must be measured explicitly. MAB should therefore complement—not replace—conventional breeding, crop management, conservation and farmer knowledge.

Keywords
holobiont; horticultural crops; soil microbiome; rhizosphere; plant-growth-promoting rhizobacteria; arbuscular mycorrhizal fungi; microbiome-assisted breeding; synthetic communities; climate-resilient horticulture.
Introduction

Horticultural crops are expected to produce high yield, nutritional quality, flavour, appearance and shelf life while facing heat, drought, salinity, soil degradation, emerging pathogens, declining biodiversity and restrictions on agrochemical use. Conventional breeding has delivered major gains, but it generally evaluates the plant phenotype while treating the microbial environment as background. That assumption is increasingly difficult to defend. Roots release carbon compounds, organic acids, amino acids, sugars and signalling molecules that structure the rhizosphere, while soil microorganisms transform nutrients, modify root development, antagonize pathogens and influence plant immunity. The plant is therefore not an isolated genetic entity but a host embedded in a dynamic soil-plant-microbe system [1], [2].

The term holobiont is useful as a systems concept when it describes the interacting host and its microbiota; it should not automatically be interpreted as a single evolutionary unit in every crop or environment. The phytomicrobiome concept places microbial partners at the centre of plant nutrition, resistance and environmental adaptation. Microbiome-assisted breeding extends this view by asking whether a plant genotype can recruit a stable, beneficial and context-compatible microbial community, and whether that host-microbe association remains useful across soils and seasons [3], [4].

Early proposals for microbiome selection suggested reciprocal soil transplantation, artificial ecosystem selection and co-propagation of beneficial microbiota. Recent frameworks have developed this idea toward measurable microbiome-interactive traits, climate-smart crops and plant-microbiome breeding roadmaps. The goal is not simply to add a commercial microbe to soil; it is to select host genotypes and microbial communities that work together under realistic management [5], [6].

This review synthesizes the current state of knowledge on MAB in horticulture, covering soil-plant-microbiome architecture, important microbial groups, mechanisms linking microbes to horticultural traits, breeding frameworks, crop-specific priorities, and challenges for implementation.

Conclusion

Microbiome-assisted breeding provides a practical bridge between plant genetics, soil health and microbial ecology. Its strongest promise lies in selecting horticultural genotypes that recruit and respond to beneficial communities for nutrient-use efficiency, disease suppression, climate resilience, fruit quality and post-harvest stability. The central unit of selection is not necessarily a fixed list of microbes, but a repeatable host-microbiome function that performs under a defined soil and management context [37], [38].

For the next decade, research should prioritize standardized soil metadata, voucher-linked host genotypes, strain-resolved functional assays, causal synthetic communities, rootstock-scion-microbiome interactions and multi-location validation. By 2050, successful horticultural systems may combine genomic selection, microbiome-interactive traits, AI-assisted community design and regenerative soil management. The central test will remain whether a host-microbiome combination provides a safe, stable and economically useful benefit in real fields. MAB should therefore be advanced as a complementary layer of precision breeding and soil stewardship [39], [40].

Agriculture Journal IJOEAR Call for Papers

References

[1]    Vandenkoornhuyse, P., Quaiser, A., Duhamel, M., Le Van, A., & Mahé, S. (2015). The importance of the microbiome of the plant holobiont. New Phytologist. https://doi.org/10.1111/nph.13312
[2]    Mendes, R., Garbeva, P., & Raaijmakers, J. M. (2013). The rhizosphere microbiome: significance of plant beneficial, plant pathogenic, and human pathogenic microorganisms. FEMS Microbiology Reviews, *37*, 634-663.
[3]    Lyu, D., et al. (2021). Plant holobiont theory: the phytomicrobiome plays a central role in evolution and success. Microorganisms.
[4]    Arif, I., Batool, M., & Schenk, P. M. (2020). Plant microbiome engineering: expected benefits for improved crop growth and resilience. Trends in Biotechnology.
[5]    Gopal, M., & Gupta, A. (2016). Microbiome selection could spur next-generation plant breeding strategies. Frontiers in Microbiology, *7*, Article 1971.
[6]    Shi, S., et al. (2026). A roadmap for plant-microbiome breeding to enhance plant stress resilience. Trends in Plant Science.
[7]    Qu, Q., et al. (2020). Rhizosphere microbiome assembly and its impact on plant growth. Journal of Agricultural and Food Chemistry.
[8]    Chaparro, J. M., Badri, D. V., & Vivanco, J. M. (2014). Rhizosphere microbiome assemblage is affected by plant development. ISME Journal.
[9]    Pantigoso, H. A., Newcomer, D. A., & Vivanco, J. M. (2022). The rhizosphere microbiome: plant-microbial interactions for resource acquisition.
[10]    Shi, X., et al. (2024). Insights into plant-microbe interactions in the rhizosphere.
[11]    Dlamini, S. P., et al. (2022). Rhizospheric microorganisms: the gateway to sustainable agriculture. Frontiers in Sustainable Food Systems.
[12]    Escobar Rodríguez, C., et al. (2021). The bacterial microbiome of tomato fruit is highly dynamic and linked to flavor-related chemistry. Frontiers in Plant Science.
[13]    Jacoby, R., et al. (2017). The role of soil microorganisms in plant mineral nutrition. Frontiers in Plant Science, *8*, Article 1617.
[14]    Kumar, M., et al. (2021). Plant-growth-promoting rhizobacteria emerging as an effective tool for sustainable agriculture.
[15]    Khoso, M. A., et al. (2024). Impact of plant growth-promoting rhizobacteria on sustainable crop production. Plant Stress.
[16]    Hasan, A., et al. (2024). Role of plant growth-promoting rhizobacteria as a sustainable tool for agriculture.
[17]    Ng, C. W. W., et al. (2024). Plant growth-promoting rhizobacteria enhance active growth and productivity under elevated carbon dioxide. Frontiers in Microbiology.
[18]    Liu, K., et al. (2025). Plant growth-promoting rhizobacteria improve drought resistance of crops. Plant Growth Regulation.
[19]    Nie, W., et al. (2024). Arbuscular mycorrhizal fungi: boosting crop resilience to abiotic stresses. Plants.
[20]    Jian, P., et al. (2024). Research progress of arbuscular mycorrhizal fungi in horticultural crops. Horticulturae, *10*, Article 855.
[21]    Valenzuela-Aragon, B., et al. (2025). The role of arbuscular mycorrhizal fungi in abiotic stress tolerance of grapevine.
[22]    Xu, Y. H., et al. (2025). Arbuscular mycorrhizal fungi increase tolerance of fruit trees to biotic and abiotic stress. Applied Soil Ecology.
[23]    Kusstatscher, K., et al. (2020). Microbiome approaches provide the key to biologically controlling postharvest diseases. Trends in Food Science & Technology.
[24]    White, J. F., et al. (2019). Endophytic microbes and their potential applications in agriculture. Applied Microbiology and Biotechnology.
[25]    Afzal, I., et al. (2019). Plant beneficial endophytic bacteria: mechanisms, diversity, host range and genetic determinants Microbiological Research.
[26]    Luo, C., et al. (2024). Rhizosphere microbiome regulation: unlocking the potential of beneficial plant-microbe interactions.
[27]    Ge, A. H., et al. (2025). Exploring the plant microbiome: a pathway to climate-smart crops. Cell. 
https://www.cell.com/cell/fulltext/S0092-8674(25)00104-7
[28]    Zhao, T., et al. (2025). Microbiome-interactive traits enhance plant growth and support sustainable agriculture. Nature Communications. https://www.nature.com/articles/s44264-025-00093-x
[29]    Srivastava, A. K., et al. (2025). Rhizosphere to rhizosphere hybridization in fruit crops. Frontiers in Horticulture. 
https://www.frontiersin.org/journals/horticulture/articles/10.3389/fhort.2025.1584807/full
[30]    Dubey, A., et al. (2025). Plant-microbiome engineering: synergistic microbial partners for crop health and sustainability. Plant Growth Regulation. https://link.springer.com/article/10.1007/s10725-025-01385-5
[31]    Tariq, A., et al. (2025). Engineering synthetic microbial communities: diversity and applications in soil for plant resilience. Agronomy, *15*, Article 513. https://www.mdpi.com/2073-4395/15/3/513
[32]    Panchal, K., et al. (2026). Engineering the plant microbiome: synthetic community approaches to enhance crop protection. Frontiers in Plant Science. https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2025.1705289/full
[33]    Cambon, M. C., et al. (2025). Synthetic microbial communities for studying and engineering tree microbiomes.
[34]    Luo, G., et al. (2020). Soil carbon, nitrogen, and phosphorus cycling microbial communities. mSystems.
[35]    Xing, Y., et al. (2025). Enhancing soil health through balanced fertilization.
[36]    Raaijmakers, J., & Mazzola, M. (2020). Soil immune responses. Science, *368*, 649-650.
[37]    Berendsen, L., Pieterse, C. M. J., & Bakker, P. A. H. M. (2012). The rhizosphere microbiome and plant health. Trends in Plant Science, *17*, 478-486.
[38]    Badri, D. V., & Vivanco, J. M. (2009). Regulation and function of root exudates. Plant, Cell & Environment, *32*, 666-681.
[39]    Trivedi, J. R., et al. (2020). Plant-microbiome interactions: from community assembly to plant health. Nature Reviews Microbiology.
[40]    Bulgarelli, P., et al. (2012). Revealing structure and assembly cues for Arabidopsis root-inhabiting bacterial microbiota. Nature, *488*, 91-95.
[41]    Vorholt, J. R. (2012). Microbial life in the phyllosphere. Nature Reviews Microbiology, *10*, 828-840.
[42]    Lebeis, S. L. (2014). The potential for give and take in plant-microbiome relationships. Frontiers in Plant Science, *5*, Article 287.
[43]    Vimal, S. R., et al. (2024). The plant endomicrobiome: structure and strategies to improve plant health. 
https://pmc.ncbi.nlm.nih.gov/articles/PMC11097330/
[44]    Vandana, U. K., et al. (2021). The endophytic microbiome as a hotspot of synergistic interactions. Frontiers in Microbiology.
[45]    Lacava, P. T., et al. (2022). Plant growth promotion and biocontrol by endophytic and rhizospheric microorganisms. Frontiers in Sustainable Food Systems.
[46]    Xia, Y., et al. (2022). The multifunctions and future prospects of endophytes. Microorganisms.
[47]    Srivastava, A. K., et al. (2022). Microbe-assisted crop improvement: a sustainable weapon to restore plant health and ensure food security. Horticulture Research.
[48]    De Zutter, N., et al. (2026). Can we breed microbiomes to sustain plant productivity? Environmental Microbiology. https://enviromicro-journals.onlinelibrary.wiley.com/doi/full/10.1111/1751-7915.70351
[49]    Francomano, E., et al. (2026). Plant health in the era of global changes, holobiont biology and microbiome-based strategies. Horticulture Research.
[50]    Delaux, B., & Schornack, T. (2021). A giant leap for plant evolution. Science.
[51]    Finkel, R. R., et al. (2020). The plant microbiome from seed to seed. Annual Review of Phytopathology.
[52]    Compant, A. L., et al. (2019). A review on the plant microbiome: ecology, functions and emerging trends. Trends in Plant Science.
[53]    Fitzpatrick, S. M., et al. (2020). The plant microbiome: from ecology to reductionism and beyond. Annual Review of Microbiology.
[54]    Leach, T. A., & Triplett, J. M. (2018). The plant microbiome: an ecological perspective. New Phytologist.
[55]    Hannula, J. A., et al. (2021). Invasion of a fungal endophyte into the rhizosphere microbiome. New Phytologist.
[56]    Nguyen, M. N. T., et al. (2022). The seed microbiome: origins, interactions and impacts. Trends in Microbiology.
[57]    Waldeck, S. R., et al. (2024). Revealing the seed microbiome: sequencing tools and biological functions.
[58]    Adam, A. P., et al. (2025). The seed microbiota from an application perspective. https://link.springer.com/article/10.1007/s44297-025-00051-6
[59]    Barrera, S. E., et al. (2019). The phyllosphere microbiome and its potential application in horticultural crops.
[60]    Kuruppu, M., et al. (2024). Decoding the fruit microbiome: a climate-smart strategy.
[61]    Zaman, W., et al. (2025). Plant-microbe interactions for improving postharvest shelf life and safety of fresh produce. Horticulturae, *11*, Article 732. https://www.mdpi.com/2311-7524/11/7/732
[62]    Jiménez-Gómez, A., et al. (2017). Plant probiotic bacteria enhance the quality of fruit and horticultural crops. MicrobiologyOpen.
[63]    Gibian-Lane, C., et al. (2026). Assembly and function of fruit microbiomes and insights for horticulture. Journal of the American Society for Horticultural Science. http://journals.ashs.org/view/journals/jashs/151/3/article-p254.xml
[64]    Gopal, M. N., & Gupta, A. (2016). Plant microbiome selection and the design of beneficial microbial communities.
[65]    Singh, R. P., et al. (2021). Plant microbiome engineering and the role of microbial consortia.
[66]    Nadeem, S. L., et al. (2014). The role of mycorrhizae and plant growth-promoting rhizobacteria in improving crop productivity. Plant and Soil.
[67]    Yu, L., et al. (2022). Cooperation between arbuscular mycorrhizal fungi and plant growth-promoting rhizobacteria. Frontiers in Plant Science.
[68]    Mitter, M. P., et al. (2021). Microbial interactions in the rhizosphere and implications for crop improvement.
[69]    Bais, E. R., et al. (2006). The role of root exudates in rhizosphere interactions. Trends in Plant Science.
[70]    Schulz, P. B., & Boyle, C. J. (2005). The endophytic continuum. Mycological Research.
[71]    White, S. R., et al. (2019). Endophyte-mediated plant stress tolerance.
[72]    Nair, M. R., & Kumar, S. K. (2020). Microbial biofertilizers in horticultural crops.
[73]    Bhattacharyya, A. M., & Jha, T. D. (2012). Plant growth-promoting rhizobacteria: emergence in agriculture. World Journal of Microbiology and Biotechnology.
[74]    Lugtenberg, B., & Kamilova, F. (2009). Plant-growth-promoting rhizobacteria. Annual Review of Microbiology, *63*, 541-556.
[75]    Reddy, R. V. K., et al. (2022). Biofertilizers and biostimulants in fruit crops.
[76]    Bakker, P. A. H. M., et al. (2018). The soil-borne legacy of plants. Trends in Plant Science.
[77]    Mazzola, M. (2004). The rise of the microbiome and its impact on soil-borne disease management. Annual Review of Phytopathology.
[78]    Mendes, M., et al. (2018). Deciphering disease-suppressive soils. Annual Review of Phytopathology.
[79]    Xue, X., et al. (2015). Disease-suppressive soil microbiome and biological control of banana Panama disease.
[80]    Zhou, Z., et al. (2019). Soil microbiome differences between diseased and disease-free banana rhizospheres.
[81]    Wei, L., et al. (2021). Mango rhizosphere microbiome and cover-crop effects.
[82]    Srivastava, A. K., et al. (2012). Microbial diversity in citrus rhizospheres and soil fertility.
[83]    Yadav, A., et al. (2012). Azotobacter and AM fungi in citrus nursery production.
[84]    Wu, S. S., & Srivastava, A. K. (2012). Arbuscular mycorrhizae and soil fertility in citrus orchards.
[85]    Rillig, M. D., et al. (2019). Mycorrhizal fungi and ecosystem multifunctionality. New Phytologist.
[86]    Thirkell, M. P., et al. (2020). Field-scale evidence for mycorrhizal nutrient transfer.
[87]    Berruti, A. B., et al. (2016). Arbuscular mycorrhizal fungi as biostimulants in horticulture.
[88]    Jansa, M. L., et al. (2019). Mycorrhizal symbioses and phosphate acquisition.
[89]    Hayat, M. A. K., et al. (2024). Trichoderma and Bacillus multifunctional allies for plant health. Frontiers in Microbiology.
[90]    Panchal, K., et al. (2026). Engineering the plant microbiome: synthetic community approaches to enhance crop protection. Frontiers in Plant Science. https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2025.1705289/full
[91]    Tariq, A., et al. (2025). Engineering synthetic microbial communities: diversity and applications in soil for plant resilience. Agronomy, *15*, Article 513. https://www.mdpi.com/2073-4395/15/3/513
[92]    Dubey, A., et al. (2025). Plant-microbiome engineering: synergistic microbial partners. 
https://link.springer.com/article/10.1007/s10725-025-01385-5
[93]    Cambon, C. M., et al. (2025). Synthetic microbial communities for tree microbiome engineering.
[94]    Wankhade, A. M., et al. (2025). A review of plant-microbe interactions in the rhizosphere. Applied Sciences.
[95]    Chauhan, P., et al. (2023). Soil microbiome: diversity, benefits and interactions with plant roots. Sustainability.
[96]    Xing, Y., et al. (2025). Enhancing soil health through balanced fertilization.
[97]    Luo, G., et al. (2020). Soil carbon, nitrogen and phosphorus cycling microbial communities. mSystems.
[98]    Zhao, S., et al. (2024). Microbiome-enabled genomic selection improves prediction of crop performance. G3: Genes, Genomes, Genetics.
[99]    Dwivedi, S. L., et al. (2025). Exploitation of rhizosphere microbiome biodiversity in plant breeding.
[100]    Roque, M. S. P. F., et al. (2025). The role of plant host genetics in shaping the microbiome.
[101]    Shi, S., et al. (2026). A roadmap for plant-microbiome breeding. Trends in Plant Science. 
https://www.sciencedirect.com/science/article/pii/S0966842X26000387
[102]    IJOEAR. (2026, August 14). Author Guidelines. International Journal of Environmental and Agriculture Research.
[103]    IJOEAR. (2026, August 14). Submission Checklist. International Journal of Environmental and Agriculture Research.
[104]    Fitzpatrick, S. M., et al. (2020). The plant microbiome: from ecology to reductionism and beyond. Annual Review of Microbiology.
[105]    Adam, A. P., et al. (2025). The seed microbiota from an application perspective. https://link.springer.com/article/10.1007/s44297-025-00051-6
[106]    Vimal, S. R., et al. (2024). The plant endomicrobiome: structure and strategies to improve plant health. 
https://pmc.ncbi.nlm.nih.gov/articles/PMC11097330/
[107]    Shi, S., et al. (2026). A roadmap for plant-microbiome breeding to enhance plant stress resilience. Trends in Plant Science. 
https://www.sciencedirect.com/science/article/pii/S0966842X26000387
[108]    De Zutter, N., et al. (2026). Can we breed microbiomes to sustain plant productivity? Environmental Microbiology. https://enviromicro-journals.onlinelibrary.wiley.com/doi/full/10.1111/1751-7915.70351
[109]    Ge, A. H., et al. (2025). Exploring the plant microbiome: a pathway to climate-smart crops. Cell. 
https://www.cell.com/cell/fulltext/S0092-8674(25)00104-7
[110]    Zhao, T., et al. (2025). Microbiome-interactive traits enhance plant growth and support sustainable agriculture. Nature Communications. 
https://www.nature.com/articles/s44264-025-00093-x
[111]    Srivastava, A. K., et al. (2025). Rhizosphere to rhizosphere hybridization in fruit crops. Frontiers in Horticulture. 
https://www.frontiersin.org/journals/horticulture/articles/10.3389/fhort.2025.1584807/full
[112]    Panchal, K., et al. (2026). Engineering the plant microbiome: synthetic community approaches to enhance crop protection. Frontiers in Plant Science. https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2025.1705289/full
[113]    Dubey, A., et al. (2025). Plant-microbiome engineering: synergistic microbial partners for crop health and sustainability. Plant Growth Regulation. https://link.springer.com/article/10.1007/s10725-025-01385-5
[114]    Tariq, A., et al. (2025). Engineering synthetic microbial communities: diversity and applications in soil for plant resilience. Agronomy, *15*, Article 513. https://www.mdpi.com/2073-4395/15/3/513
[115]    Zaman, W., et al. (2025). Plant-microbe interactions for improving postharvest shelf life and safety of fresh produce. Horticulturae, *11*, Article 732. https://www.mdpi.com/2311-7524/11/7/732
[116]    Gibian-Lane, C., et al. (2026). Assembly and function of fruit microbiomes and insights for horticulture. Journal of the American Society for Horticultural Science. http://journals.ashs.org/view/journals/jashs/151/3/article-p254.xml.

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