Biotechnological aspects of the formation of the metagenome of potato rhizosphere microorganisms under the influence of microbial preparations

Vitalii Overchenko, Yuliia Kolomyets
Abstract

The study aimed to assess the impact of microbial preparations on the structural and functional characteristics of the potato rhizosphere metagenome and the associated changes in plant growth and productivity. Within the framework of the vegetation experiment, whole-genome metagenomic profiles of the potato rhizosphere were obtained for five variants: untreated, three separate microbial preparations, and their combination. A total of 11.8 million sequencing reads were obtained, which underwent basic quality filtering; 2,950 taxonomic units were identified, taxonomic and functional annotation was performed, diversity indices were calculated, and a correlation analysis with morphological and yield indices was conducted. The study determined that representatives of the Proteobacteria, Actinobacteriota, Bacteroidota and Firmicutes types dominated in all variants, with a total share exceeding 80% of the metagenome structure, while the use of microbial preparations was accompanied by an increase in species richness and diversity: the Shannon index increased from 4.82 in the control to 5.12-5.18 in the experimental variants, and the Chao1 richness estimate increased from 830 to 960-975 taxa. An increase in the proportion of genera associated with plant growth was observed, as well as in the relative number of genes associated with nitrogen fixation, phosphorus mobilisation, potassium transport, sulphur assimilation and stress resistance, with maximum values in the variants with the third preparation and its combination with the first. These options ensured an increase in tuber weight per plant to 495-510 g and an increase in the proportion of medium and large fractions of the harvest, with correlation coefficients between the total proportion of beneficial microorganisms, functional genes and productivity reaching 0.6-0.7. The results obtained showed that targeted microbial treatment can form a rhizosphere metagenome with increased biotechnological potential and can be used by practising agronomists, developers of microbial preparations, potato breeders, and specialists in integrated soil fertility management to optimise microbial consortia in potato cultivation technologies

Keywords

variant; quantity; type; genus; nitrogen fixation; phosphorus

Suggested citation
Overchenko, V., & Kolomyets, Yu. (2025). Biotechnological aspects of the formation of the metagenome of potato rhizosphere microorganisms under the influence of microbial preparations. Biological Systems: Theory and Innovation, 16(4), 71-89. https://doi.org/10.31548/biologiya/4.2025.71
References
  1. Alawiye, T.T., & Babalola, O.O. (2021). Metagenomic insight into the community structure and functional genes in the sunflower rhizosphere microbiome. Agriculture, 11(2), article number 167. doi: 10.3390/agriculture11020167.
  2. Boke, A. (2024). Assessment of microbial antagonism in the rhizosphereand non-rhizosphere of potato (Solanum tuberosum L.) At gadab hassasa district, west arsi zone, oromia regional state, Ethiopia. Afribary. Retrieved from https://surl.li/eleitt.
  3. Chen, G., Wu, C., Wang, F., Lyu, H., Lu, Y., Yan, C., Chen, J., Deng, Y., & Ge, T. (2022). Microbial community changes in different underground compartments of potato affected yield and quality. 3 Biotech, 12, article number 106. doi: 10.1007/s13205-022-03167-6.
  4. Chica, E., Buela, L., Valdez, A., Villena, P., Peña, D., & Yarzábal, L.A. (2019). Metagenomic survey of the bacterial communities in the rhizosphere of three Andean tuber crops. Symbiosis, 79, 141-150. doi: 10.1007/s13199-019-00631-5
  5. Convention on Biological Diversity. (1992, June). Retrieved from https://zakon.rada.gov.ua/laws/show/995_030#Text.
  6. Dias, A.C.F., Dini-Andreote, F., Hannula, S.E., Dini Andreote, F., e Silva, M.D.C.P., Salles, J.F., de Boer, W., van Veen, J., & van Elsas, J.D. (2013). Different selective effects onrhizosphere bacteria exerted by genetically modified versus conventional potato lines. PLOS One, 8(7), article number e67948. doi: 10.1371/journal.pone.0067948.
  7. Gao, P., et al. (2025). Environmental factors drive the changes of bacterial structure and functional diversity in rhizosphere soil of Hippophae rhamnoides subsp. sinensis rousi in arid regions of Northwest China. Microorganisms, 13(8), article number 1860. doi: 10.3390/microorganisms13081860.
  8. Ha, J., Gao, Y., Zhang, R., Li, K., Zhang, Y., Niu, X., Chen, X., Luo, K., & Chen, Y. (2021). Diversity of the bacterial microbiome associated with the endosphere and rhizosphere of different cassava (Manihot esculenta crantz) genotypes. Frontiers in Microbiology, 12, article number 729022. doi: 10.3389/fmicb.2021.729022.
  9. Hemkemeyer, M., Schwalb, S.A., Berendonk, C., Geisen, S., Heinze, S., Joergensen, R.G., Li, R., Lövenich, P., Xiong, W., & Wichern, F. (2024). Potato yield and quality are linked to cover crop and soil microbiome, respectively. Biology and Fertility of Soils, 60(4), 525-545. doi: 10.1007/s00374-024-01813-0.
  10. Hou, Q., Wang, W., Yang, Y., Hu, J., Bian, C., Jin, L., Li, G., & Xiong, X. (2020). Rhizosphere microbial diversity and community dynamics during potato cultivation. European Journal of Soil Biology, 98, article number 103176. doi: 10.1016/j.ejsobi.2020.103176.
  11. Imam, N., Belda, I., García-Jiménez, B., Duehl, A.J., Doroghazi, J.R., Almonacid, D.E., Thomas, V.P., & Acedo, A. (2021). Local network properties of soil and rhizosphere microbial communities in potato plantations treated with a biological product are important predictors of crop yield. Msphere, 6(4), 10-1128. doi: 10.1128/msphere.00130-21.
  12. Kiige, J.K., Kavoo, A.M., Mwajita, M.R., Mogire, D., Ogada, S., Wekesa, T.B., & Kiirika, L.M. (2025). Metagenomic characterization of bacterial abundance and diversity in potato cyst nematode suppressive and conducive potato rhizosphere. PLOS One, 20(5), article number e0323382. doi: 10.1371/journal.pone.0323382.  
  13. Kiroyants, M.O. (2024). Formation of the rhizosphere microbial biome of spring barley under different fertilization systems in typical chornozem. (PhD thesis, National University of Life and Environmental Sciences of Ukraine, Kyiv, Ukraine).
  14. Kovalenko, V., Serdiuk, P., Shevych, A., Serdiuk, O., & Zakorko, V. (2024). Reaction of potato varieties to treatment with nitrogen-fixing bacteria and biopreparations with mycorrhiza. Scientific Horizons, 27(11), 32-40. doi: 10.48077/scihor11.2024.32.
  15. Lu, P., et al. (2023). Metagenomic insights into the changes in the rhizosphere microbial community caused by the root-knot nematode Meloidogyne incognita in tobacco. Environmental Research, 216(4), article number 114848. doi: 10.1016/j.envres.2022.114848.
  16. Martins, B.R., Radl, V., Treder, K., Michałowska, D., Pritsch, K., & Schloter, M. (2024). The rhizosphere microbiome of 51 potato cultivars with diverse plant growth characteristics. FEMS Microbiology Ecology, 100(8), article number fiae088. doi: 10.1093/femsec/fiae088.
  17. Melnyk, A., & Kyryk, M. (2020). The biological preparations efficiency research for potato alternaria blight decrease in terms of Western Forest-Steppe of Ukraine. Interdepartmental Thematic Scientific Collection of Plant Protection and Quarantine, 66, 157-167. doi: 10.36495/1606-9773.2020.66.157-167.
  18. Molefe, R.R., Amoo, A.E., & Babalola, O.O. (2021). Metagenomic insights into the bacterial community structure and functional potentials in the rhizosphere soil of maize plants. Journal of Plant Interactions, 16(1), 258-269. doi: 10.1080/17429145.2021.1936228.
  19. Mousa, S., Magdy, M., Xiong, D., Nyaruabaa, R., Rizk, S.M., Yu, J., & Wei, H. (2022). Microbial profiling of potato-associated rhizosphere bacteria under bacteriophage therapy. Antibiotics, 11(8), article number 1117. doi: 10.3390/antibiotics11081117.
  20. Qin, J., Bian, C., Duan, S., Wang, W., Li, G., & Jin, L. (2022). Effects of different rotation cropping systems on potato yield, rhizosphere microbial community and soil biochemical properties. Frontiers in Plant Science, 13, article number 999730. doi: 10.3389/fpls.2022.999730.
  21. Rajapaksha, R.W.P.M., Attanayaka, D.P.S.T.G., Vivehananthan, K., & McNevin, D. (2024). Metagenomic analysis of endophytic bacteria in seed potato (Solanum tuberosum). Open Life Sciences, 19(1), article number 20220897. doi: 10.1515/biol-2022-0897.
  22. Rajguru, B., Shri, M., & Bhatt, V.D. (2024). Exploring microbial diversity in the rhizosphere: A comprehensive review of metagenomic approaches and their applications. 3 Biotech, 14(10), article number 224. doi: 10.1007/s13205-024-04065-9.
  23. Rasche, F., Hödl, V., Poll, C., Kandeler, E., Gerzabek, M.H., Van Elsas, J.D., & Sessitsch, A. (2006). Rhizosphere bacteria affected by transgenic potatoes with antibacterial activities compared with the effects of soil, wild-type potatoes, vegetation stage and pathogen exposure. FEMS Microbiology Ecology, 56(2), 219-235. doi: 10.1111/j.1574-6941.2005.00027.x.
  24. Song, J., Kong, Z.Q., Zhang, D.D., Chen, J.Y., Dai, X.F., & Li, R. (2021). Rhizosphere microbiomes of potato cultivated under Bacillus subtilis treatment influence the quality of potato tubers. International Journal of Molecular Sciences, 22(21), article number 12065. doi: 10.3390/ijms222112065.
  25. Wang, M., Zheng, C., Niu, Z., Liu, Z., Yang, Q., Zhang, J., Shang Q.B., Zhu F., & Wang, X. (2025). Microbial community in the potato rhizosphere in the Bashang region. Chinese Journal of Eco-Agriculture, 33(10), 1948-1956. doi: 10.12357/cjea.20240196.
  26. Wang, Z., Li, Y., Zhao, Y., Zhuang, L., Yu, Y., Wang, M., Liu, J., & Wang, Q. (2021). A microbial consortium-based product promotes potato yield by recruiting rhizosphere bacteria involved in nitrogen and carbon metabolisms. Microbial Biotechnology, 14(5), 1961-1975. doi: 10.1111/1751-7915.13876.
  27. Zhao, T., et al. (2024). Unveiling potato cultivars with microbiome interactive traits for sustainable agricultural production. Plant, Cell & Environment. doi: 10.1111/pce.70019.
  28. Zhao, X., Lin, C., Yuan, W., Ruan, S., Qi, G., Wang, R., & Tan, J. (2021). Intergrated metagenomics and metabolomics analysis discovers nematicidal microbes, enzymes and metabolites from the plant rhizosphere microbiota. doi: 10.21203/rs.3.rs-187899/v3.