Submitted:
08 June 2025
Posted:
09 June 2025
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Abstract
Keywords:
Introduction
Materials and Methods
Selection of Nitrogen-Fixing Microorganisms
Identification of Strains Using 16S rRNA Sequence Information
Analysis of Microbial Growth Characteristics
Acquisition of Natural Compound Library
Evaluation of Biofilm Formation Ability of Nitrogen-Fixing Microorganisms Using Flavone Compounds
Screening of Biofilm Formation in Nitrogen-Fixing Microorganisms upon Natural Compound Treatment
Final Selection of Compounds
Preliminary Test of Nitrogen-Fixing Microorganisms on Rice Growth Promotion
Results
Optimization of Cultivation Conditions and Microbial Identification Results
Growth Curve Analysis
Evaluation of Biofilm Formation Ability for Selection of Nitrogen-Fixing Microorganisms with High Biofilm Formation Ability
Natural Compound Screening Results
Effect of Nitrogen-Fixing Microorganisms on Rice Growth
Discussion
Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Aulakh, M.S; Wassmann, R. Impact of agricultural management on emissions of greenhouse gases: Nitrogen cycles in rice fields. Plant and Soil 2001, 228, 15–28. [Google Scholar]
- Bais, H.P.; Weir, T.L.; Perry, L.G.; Gilroy, S.; Vivanco, J.M. The role of root exudates in rhizosphere interactions with plants and other organisms. Annual Review of Plant Biology 2006, 57, 233–266. [Google Scholar] [CrossRef]
- Camargo, J.A.; Alonso, Á. Ecological and toxicological effects of inorganic nitrogen pollution in aquatic ecosystems: A global assessment. Environment International 2006, 32, (6): 831–849. [Google Scholar] [CrossRef]
- Cassman, K.G.; Dobermann, A.; Walters, D.T.; Yang, H. Meeting cereal demand while protecting natural resources and improving environmental quality. Annual Review of Environment and Resources 2003, 28, (1): 315–358. [Google Scholar] [CrossRef]
- Dakora, F.D.; Phillips, D.A. Root exudates as mediators of mineral acquisition in low-nutrient environments. Plant and Soil 2002, 245, 35–47. [Google Scholar] [CrossRef]
- Davidson, E.A. The contribution of manure and fertilizer nitrogen to atmospheric nitrous oxide since 1860. Nature Geoscience 2009, 2, (9): 659–662. [Google Scholar] [CrossRef]
- Galloway, J.N.; Townsend, A.R.; Erisman, J.W.; Bekunda, M.; Cai, Z.; Freney, J.R.; Martinelli, L.A.; Seitzinger, S.P.; Sutton, M.A. Transformation of the nitrogen cycle: Recent trends, questions, and potential solutions. Science 2008, 320, (5878): 889–892. [Google Scholar] [CrossRef]
- Garnett, T.; Appleby, M.C.; Balmford, A.; Bateman, I.J.; Benton, T.G.; Bloomer, P.; Godfray, H.C.J. Sustainable intensification in agriculture: Premises and policies. Science 2013, 341, (6141): 33–34. [Google Scholar] [CrossRef]
- Madigan, M.T.; Bender, K.S.; Buckley, D.H.; Sattley, W.M.; Stahl, D.A. Brock Biology of Microorganisms (15th ed.). 2018, Pearson. https://lib.ugent.be/catalog/rug01:002399713.
- Raun, W.R.; Johnson, G.V. Improving nitrogen use efficiency for cereal production. Agronomy Journal 1999, 91, (3): 357–363. [Google Scholar] [CrossRef]
- Ravishankara, A.R.; Daniel, J.S.; Portmann, R.W. Nitrous oxide (N2O): the dominant ozone-depleting substance emitted in the 21st century. Science 2009, 326, (5949): 123–125. [Google Scholar] [CrossRef]
- Tamura, K.; Stecher, G. ; Kumar, S, MEGA11: Molecular Evolutionary Genetics Analysis Version 11. Molecular Biology and Evolution 2021, 38, (7): 3022–3027. [Google Scholar] [CrossRef]
- Tilman, D.; Balzer, C.; Hill, J.; Befort, B.L. Global food demand and the sustainable intensification of agriculture. Proceedings of the National Academy of Sciences 2011, 108, (50): 20260–20264. [Google Scholar] [CrossRef]
- Yang, C.; Yang, L.; Yang, Y.; Ouyang, Z. Rice root growth and nutrient uptake as influenced by organic manure in continuously and alternately flooded paddy soils. Plant and Soil 2017, 417, 567–575. [Google Scholar] [CrossRef]
- Yan, Y.; Wang, Y.; Tao, Y; He, J.; Chen, R.; Ma, Y.; Yang, L.; Xie, Q; Chen, X. Genetic modification of flavone biosynthesis in rice enhances biofilm formation of soil diazotrophic bacteria and biological nitrogen fixation. Nature Communications 2022, 13: 4275. [CrossRef]
- Yoshida, S.; Forno, D.A.; Cock, J.H. Routine procedure for growing rice plants in culture solution. Laboratory Manual for Physiological Studies of Rice, International Rice Research Institute 1976 Los Baños, 61–66. Available online: https://ci.nii.ac.jp/naid/20000862586/.



| Source | Diazotroph inoculant | KACC |
|---|---|---|
| Rice | Azoarcus indigens | 11682 |
| Gluconacetobacter diazotrophicus | 12358 | |
| Gluconacetobacter liquefaciens | 12360 | |
| Gluconacetobacter liquefaciens | 22064 | |
| Gluconacetobacter sp. | 17078 | |
| Herbaspirillum chlorophenolicum | 11649 | |
| Herbaspirillum frisingense | 15012 | |
| Herbaspirillum rhizosphaerae | 17434 | |
| Herbaspirillum sp. | 16497 |
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