Abstract
Examining the endophytic bacteria in rice seeds from Yunnan Province displaying regional characteristics is vital for exploring strain resources, improving rice production, and conducting subsequent research. This study investigated nine characteristic rice varieties from Yunnan Province using high-throughput sequencing technology based on the Illumina Novaseq platform to reveal their dominant bacterial communities and discussed their endophytic bacterial community differences. A total of 829 shared OTUs, and 233 unique OTUs were identified in the nine samples, while the bacteria included Proteobacteria, Actinobacteriota, and Firmicutes, of which Proteobacteria was the most dominant. Pantoea and Methylorubrum were the most abundant at the genus level, with Curtobacterium, Brevundimonas, and Luteibacter representing the specific genera in the rice seed samples. This study revealed the endophytic structure and diversity in the seeds of nine rice varieties displaying regional characteristics and provided a foundation for further research into rice containing endophytic bacteria.
Data Availability
All data generated or analyzed during this study are included in this published article and its supplementary information files.
Code Availability
Not applicable.
Abbreviations
- OTU:
-
Optical taxonomic unit
- PCoA:
-
Principal coordinates analysis
References
Afzal I, Shinwari ZK, Sikandar S, Shahzad S (2019) Plant beneficial endophytic bacteria: mechanisms, diversity, host range and genetic determinants. Microbio Res 221:36–49. https://doi.org/10.1016/j.micres.2019.02.001
Eid AM, Fouda A, Abdel-Rahman MA, Salem SS, Elsaied A, Oelmüller R, Hijri M, Bhowmik A, Elkelish A, Hassan SED (2021) Harnessing bacterial endophytes for promotion of plant growth and biotechnological applications: an overview. Plants 10(5):935. https://doi.org/10.3390/plants10050935
Fadiji AE, Babalola OO (2020) Elucidating mechanisms of endophytes used in plant protection and other bioactivities with multifunctional prospects. Front Bioeng Biotechnol 8:467. https://doi.org/10.3389/fbioe.2020.00467
Samreen T, Naveed M, Nazir MZ, Asghar HN, Khan MI, Zahir ZA, Kanwal S, Jeevan B, Sharma D, Meena VS (2021) Seed associated bacterial and fungal endophytes: diversity, life cycle, transmission, and application potential. Appl Soil Ecol 168:104191. https://doi.org/10.1016/j.apsoil.2021.104191
Truyens S, Weyens N, Cuypers A, Vangronsveld J (2015) Bacterial seed endophytes: genera, vertical transmission and interaction with plants. Environ Microbiol Rep 7(1):40–50. https://doi.org/10.1111/1758-2229.12181
Wang Z, Zhu Y, Li N, Liu H, Zheng H, Wang W, Liu Y (2021) High-throughput sequencing-based analysis of the composition and diversity of endophytic bacterial community in seeds of saline-alkali tolerant rice. Microbiol Res 250:126794. https://doi.org/10.1016/j.micres.2021.126794
Walitang DI, Kim K, Madhaiyan M, Kim YK, Kang Y, Sa T (2017) Characterizing endophytic competence and plant growth promotion of bacterial endophytes inhabiting the seed endosphere of Rice. BMC Microbiol 17(1):1–13. https://doi.org/10.1186/s12866-017-1117-0
Cui D, Tang C, Lu H, Li J, Ma X, Han B, Yang Y, Dong C, Zhang F, Dai L, Han L (2021) Genetic differentiation and restricted gene flow in rice landraces from Yunnan, China: effects of isolation-by-distance and isolation-by-environment. Rice 14(1):1–14. https://doi.org/10.1186/s12284-021-00497-6
Liu Y, Xu P, Yang F, Li M, Yan H, Li N, Zhang X, Wang W (2019) Composition and diversity of endophytic bacterial community in seeds of super hybrid rice ‘Shenliangyou 5814’ (Oryza sativa L.) and its parental lines. Plant Growth Regul 87(2):257–266. https://doi.org/10.1007/s10725-018-0467-4
Green MR, Sambrook J (2019) Nested polymerase chain reaction (PCR). Cold Spring Harb Protoc. https://doi.org/10.1101/pdb.prot095182
Chelius MK, Triplett EW (2001) The diversity of archaea and bacteria in association with the roots of Zea mays L. Microb Ecol. https://doi.org/10.1007/s002480000087
Heuer H, Krsek M, Baker P, Smalla K, Wellington E (1997) Analysis of actinomycete communities by specific amplification of genes encoding 16S rRNA and gel-electrophoretic separation in denaturing gradients. Appl Environ Microbiol 63(8):3233–3241. https://doi.org/10.1128/aem.63.8.3233-3241.1997
Patel RK, Jain M (2012) NGS QC Toolkit: a toolkit for quality control of next generation sequencing data. PLoS One 7(2):e30619. https://doi.org/10.1371/journal.pone.0030619
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Peña AG, Goodrich JK, Gordon JI (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7(5):335–336. https://doi.org/10.1038/nmeth.f.303
Magoč T, Salzberg SL (2011) FLASH: fast length adjustment of short reads to improve genome assemblies. Bioinformatics 27(21):2957–2963. https://doi.org/10.1093/bioinformatics/btr507
Schloss PD, Westcott SL, Ryabin T, Hall JR, Hartmann M, Hollister EB, Lesniewski RA, Oakley BB, Parks DH, Robinson CJ (2009) Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Appl Environ Microbiol 75(23):7537–7541. https://doi.org/10.1128/AEM.01541-09
Cole JR, Wang Q, Fish JA, Chai B, McGarrell DM, Sun Y, Brown CT, Porras-Alfaro A, Kuske CR, Tiedje JM (2014) Ribosomal database project: data and tools for high throughput rRNA analysis. Nucleic Acids Res 42(D1):D633–D642. https://doi.org/10.1093/nar/gkt1244
Xie M, Lv F, Ma G, Farooq A, Li H, Du Y, Liu Y (2020) High throughput sequencing of the bacterial composition and dynamic succession in Daqu for Chinese sesame flavour liquor. J Inst Brew 126(1):98–104. https://doi.org/10.1002/jib.592
Alloui T, Boussebough I, Chaoui A, Nouar AZ, Chettah MC (2015) Usearch: A meta search engine based on a new result merging strategy. In: IC3K 2015 Proceedings 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Zhang J, Zhang C, Yang J, Zhang R, Gao J, Zhao X, Zhao J, Zhao D, Zhang X (2019) Insights into endophytic bacterial community structures of seeds among various Oryza sativa L. rice genotypes. J Plant Growth Regul 38(1):93–102. https://doi.org/10.1007/s00344-018-9812-0
Vimal SR, Patel VK, Singh JS (2019) Plant growth promoting Curtobacterium albidum strain SRV4: an agriculturally important microbe to alleviate salinity stress in paddy plants. Ecol Indic 105:553–562. https://doi.org/10.1016/j.ecolind.2018.05.014
Singh N, Marwa N, Mishra S, Mishra J, Verma PC, Rathaur S, Singh N (2016) Brevundimonas diminuta mediated alleviation of arsenic toxicity and plant growth promotion in Oryza sativa L. Ecotoxicol Environ Saf 125:25–34. https://doi.org/10.1016/j.ecoenv.2015.11.020
Kim N, Kim JJ, Kim I, Mannaa M, Park J, Kim J, Lee HH, Lee SB, Park DS, Sul WJ, Seo YS (2020) Type VI secretion systems of plant-pathogenic Burkholderia glumae BGR1 play a functionally distinct role in interspecies interactions and virulence. Mol Plant Pathol 21(8):1055–1069. https://doi.org/10.1111/mpp.12966
Jiao Y, Li X, Liang L, Takeuchi K, Okuro T, Zhang D, Sun L (2012) Indigenous ecological knowledge and natural resource management in the cultural landscape of China’s Hani Terraces. Ecol Res 27:247–263. https://doi.org/10.1007/s11284-011-0895-3
Feng-bo L, Guang-de L, Xi-yue Z, Hui-xiang N, Chun-chun X, Chao Y, Xiu-mei Y, Jin-fei F, Fu-ping F (2015) Elevation and land use types have significant impacts on spatial variability of soil organic matter content in hani terraced field of Yuanyang County. China Rice Sci 22(1):27–34. https://doi.org/10.1016/j.rsci.2015.05.005
Wei W, Chen D, Wang L, Daryanto S, Chen L, Yu Y, Lu Y, Sun G, Feng T (2016) Global synthesis of the classifications, distributions, benefits and issues of terracing. Earth-Sci Rev 159:388–403. https://doi.org/10.1016/j.earscirev.2016.06.010
Acknowledgements
We would like to thank the research team of Dr. Xupengpeng of Beijing Fixgene Technology Co., Ltd. at Beijing, for its platform and technical support in high-throughput sequencing and bioinformatics analysis.
Funding
The research was supported by the National foreign expert Program of China (No. QN2021105002L), Beijing Nova Program (20220484220), the Science and Technology Talents and Platform of Yunnan province (No. 202105AE160009) and the Fundamental Research Funds for the Central Universities (No. FRF-TP-20-044A2).
Author information
Authors and Affiliations
Contributions
XF and ZW: designed and participated in all experimental procedures, performed data analysis, and drafted the manuscript. AG and XL: participated in the plant samples cultivation. WW: was responsible for editing tables and figures. AG: and YL: supervised the study and critically revised the manuscript. All authors read and approved the final manuscript.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no competing interests.
Ethical Approval
Not applicable.
Consent to Participate
Not applicable.
Consent for Publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Feng, X., Wang, Z., Li, X. et al. Analysis of Endophytic Bacterial Diversity in Rice Seeds with Regional Characteristics in Yunnan Province, China, Based on High-Throughput Sequencing Technology. Curr Microbiol 80, 287 (2023). https://doi.org/10.1007/s00284-023-03399-6
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00284-023-03399-6