In silico analysis of miR156-mediated post-transcriptional regulation of SPL genes involved in cell wall formation and cellulose biosynthesis in Oryza sativa

Authors

DOI:

https://doi.org/10.31489/2026feb2/91-104

Keywords:

Oryza sativa, miRNA, cell wall formation, cellulose biosynthesis, in silico analysis

Abstract

Plant cell wall formation and cellulose biosynthesis are central processes determining plant growth, mechanical strength, and biomass quality. Rice (Oryza sativa), the second most important crop worldwide after maize, represents a well-established model system due to its fully sequenced and well-annotated genome. In this study, an in silico approach was applied to investigate microRNA (miRNA) mediated post-transcriptional regulation of genes involved in cell wall formation and cellulose biosynthesis in Oryza sativa (O. sativa). Using publicly available databases, including miRBase, TarDB, and NCBI, we systematically predicted miRNA — target gene interactions and reconstructed regulatory networks associated with structural, enzymatic, and signaling components of the plant cell wall. A total of 20 high-confidence miRNA — target gene pairs were identified, involving transcription factors (SPL, NAC, GRAS, AP2, TCP and HD-ZIP III), cell wall-related enzymes (laccases, redox- and copper-dependent proteins), and hormone-responsive regulators. The miR156 — SPL regulatory module emerged as a central and evolutionarily conserved node controlling secondary cell wall formation and cellulose microfibril organization. Additional regulatory layers included miR164 — NAC, miR397 laccase, and miR408/miR528-mediated redox pathways, as well as auxin-related miRNA networks. The results demonstrate that cellulose biosynthesis and cell wall formation in rice are governed by complex, multilevel miRNA-mediated regulatory systems. These findings provide a theoretical framework for future experimental validation and for biotechnological strategies aimed at improving agricultural biomass utilization and cellulose-based sustainable materials.

References

1 Ezquer, I., Salameh, I., Colombo, L., & Kalaitzis, P. (2020). Plant Cell Walls Tackling Climate Change: Insights into Plant Cell Wall Remodeling, Its Regulation, and Biotechnological Strategies to Improve Crop Adaptations and Photosynthesis in Response to Global Warming. Plants (Basel), 9(2), 212. https://doi.org/10.3390/plants9020212 DOI: https://doi.org/10.3390/plants9020212

2 Soni, N., & Bacete, L. (2023). The Interplay between Cell Wall Integrity and Cell Cycle Progression in Plants. Plant Molecular Biology, 113(6), 367–382. https://doi.org/10.1007/s11103-023-01394-w DOI: https://doi.org/10.1007/s11103-023-01394-w

3 Rongpipi, S., Ye, D., Gomez, E.D., & Gomez, E.W. (2019). Progress and Opportunities in the Characterization of Cellulose - An Important Regulator of Cell Wall Growth and Mechanics. Frontiers in Plant Science, 9, 1894. https://doi.org/10.3389/fpls.2018.01894 DOI: https://doi.org/10.3389/fpls.2018.01894

4 Polko, J.K., & Kieber, J.J. (2019). The Regulation of Cellulose Biosynthesis in Plants. The Plant Cell, 31(2), 282–296. https://doi.org/10.1105/tpc.18.00760 DOI: https://doi.org/10.1105/tpc.18.00760

5 Sun, S., Liang, H., Lei, Z., Xu, J., Wang, S., Zhao, Z., & Yin, T. (2025). Cellulose Biosynthesis in Nature and In Vitro: Mechanisms and Challenges. Enzyme and Microbial Technology, 195, 110804. https://doi.org/10.1016/j.enzmictec.2025.110804 DOI: https://doi.org/10.1016/j.enzmictec.2025.110804

6 Qureshi, S.S., Nizamuddin, S., Xu, J., Vancov, T., & Chen, C. (2024). Cellulose Nanocrystals from Agriculture and Forestry Biomass: Synthesis Methods, Characterization and Industrial Applications. Environmental Science and Pollution Research, 31(49), 58745–58778. https://doi.org/10.1007/s11356-024-35127-3 DOI: https://doi.org/10.1007/s11356-024-35127-3

7 Almeida, B.P., Pavão, L.F.S., de Farias, M.S., Nicolodi, N.M., Petry, M.T., Leal, M.M., Coradi, P.C., de Souza, V.L., Queirós, M.d.S., Furtado, G.d.F., et al. (2025). Agricultural Biomass as a Resource for Biomaterials, Biofertilizers, and Bioproducts: A Systematic Review. Agrochemicals, 4, 23. https://doi.org/10.3390/agrochemicals4040023 DOI: https://doi.org/10.3390/agrochemicals4040023

8 Yaradoddi, J.S., Banapurmath, N.R., Ganachari, S.V., Soudagar, M.E.M., Mubarak, N.M., Hallad, S., Hugar, S., & Fayaz, H. (2020). Biodegradable Carboxymethyl Cellulose Based Material for Sustainable Packaging Application. Scientific Reports, 10(1), 21960. https://doi.org/10.1038/s41598-020-78912-z DOI: https://doi.org/10.1038/s41598-020-78912-z

9 Sulis, D.B., Lavoine, N., Sederoff, H., Jiang, X., Marques, B.M., Lan, K., Cofre-Vega, C., Barrangou, R., & Wang, J.P. (2025). Advances in Lignocellulosic Feedstocks for Bioenergy and Bioproducts. Nature Communications, 16(1), 1244. https://doi.org/10.1038/s41467-025-56472-y DOI: https://doi.org/10.1038/s41467-025-56472-y

10 Nething, D.B., Sukul, A., Mishler-Elmore, J.W., & Held, M.A. (2021). Posttranscriptional Regulation of Cellulose Synthase Genes by Small RNAs Derived from Cellulose Synthase Antisense Transcripts. Plant Direct, 5(9), e347. https://doi.org/10.1002/pld3.347 DOI: https://doi.org/10.1002/pld3.347

11 Ruprecht, C., & Persson, S. (2012). Co-Expression of Cell-Wall Related Genes: New Tools and Insights. Frontiers in Plant Science, 3, 83. https://doi.org/10.3389/fpls.2012.00083 DOI: https://doi.org/10.3389/fpls.2012.00083

12 Ivakov, A., Flis, A., Apelt, F., Fünfgeld, M., Scherer, U., Stitt, M., Kragler, F., Vissenberg, K., Persson, S., & Suslov, D. (2017). Cellulose Synthesis and Cell Expansion Are Regulated by Different Mechanisms in Growing Arabidopsis Hypocotyls. The Plant Cell, 29(6), 1305–1315. https://doi.org/10.1105/tpc.16.00782 DOI: https://doi.org/10.1105/tpc.16.00782

13 Zhakypbek, Y., Rakhmetullina, A., Kamarkhan, Z., Tursbekov, S., Shi, Q., Xing, F., Pyrkova, A., Ivashchenko, A., Kossalbayev, B.D., & Belkozhayev, A.M. (2025). In Silico Analysis of miRNA–mRNA Binding Sites in Arabidopsis thaliana as a Model for Drought-Tolerant Plants. Plants (Basel), 14(12), 1800. https://doi.org/10.3390/plants14121800 DOI: https://doi.org/10.3390/plants14121800

14 Zhakypbek, Y., Belkozhayev, A.M., Kerimkulova, A., Kossalbayev, B.D., Murat, T., Tursbekov, S., Turysbekova, G., Tursunova, A., Tastambek, K.T., & Allakhverdiev, S.I. (2025). MicroRNAs in Plant Genetic Regulation of Drought Tolerance and Their Function in Enhancing Stress Adaptation. Plants (Basel), 14(3), 410. https://doi.org/10.3390/plants14030410 DOI: https://doi.org/10.3390/plants14030410

15 Chen, X. (2005). MicroRNA Biogenesis and Function in Plants. FEBS Letters, 579(26), 5923–5931. https://doi.org/10.1016/j.febslet.2005.07.071 DOI: https://doi.org/10.1016/j.febslet.2005.07.071

16 Hamilton, J.P., Li, C., & Buell, C.R. (2025). The Rice Genome Annotation Project: An Updated Database for Mining the Rice Genome. Nucleic Acids Research, 53(D1), D1614–D1622. https://doi.org/10.1093/nar/gkae1061 DOI: https://doi.org/10.1093/nar/gkae1061

17 Dweep, H., Sticht, C., & Gretz, N. (2013). In-Silico Algorithms for the Screening of Possible microRNA Binding Sites and Their Interactions. Current Genomics, 14(2), 127–136. https://doi.org/10.2174/1389202911314020005 DOI: https://doi.org/10.2174/1389202911314020005

18 Mikheeva, E.V., Aulova, K.S., Nevinsky, G.A., & Timofeeva, A.M. (2025). In Silico Analysis of miRNA Regulatory Networks to Identify Potential Biomarkers for the Clinical Course of Viral Infections. International Journal of Molecular Sciences, 26(20), 10100. https://doi.org/10.3390/ijms262010100 DOI: https://doi.org/10.3390/ijms262010100

19 Moore, A.C., Winkjer, J.S., & Tseng, T.T. (2016). Bioinformatics Resources for MicroRNA Discovery. Biomarker Insights, 10(Suppl 4), 53–58. https://doi.org/10.4137/BMI.S29513 DOI: https://doi.org/10.4137/BMI.S29513

20 Griffiths-Jones, S. (2006). miRBase: The microRNA Sequence Database. Methods in Molecular Biology, 342, 129–138. https://doi.org/10.1385/1-59745-123-1:129 DOI: https://doi.org/10.1385/1-59745-123-1:129

21 Liu, J., Liu, X., Zhang, S., Liang, S., Luan, W., & Ma, X. (2021). TarDB: An Online Database for Plant miRNA Targets and miRNA-Triggered Phased siRNAs. BMC Genomics, 22(1), 348. https://doi.org/10.1186/s12864-021-07680-5 DOI: https://doi.org/10.1186/s12864-021-07680-5

22 Li, M., Yao, T., Galli, M., Lin, W., Zhou, Y., Chen, J.G., Gallavotti, A., & Huang, S.C. (2024). Diversification and Conservation of DNA Binding Specificities of SPL Family of Transcription Factors. bioRxiv. https://doi.org/10.1101/2024.09.13.612952 DOI: https://doi.org/10.1101/2024.09.13.612952

23 Xiong, H., He, H., Chang, Y., Miao, B., Liu, Z., Wang, Q., Dong, F., & Xiong, L. (2025). Multiple Roles of NAC Transcription Factors in Plant Development and Stress Responses. Journal of Integrative Plant Biology, 67(3), 510–538. https://doi.org/10.1111/jipb.13854 DOI: https://doi.org/10.1111/jipb.13854

24 Jaiswal, V., Kakkar, M., Kumari, P., Zinta, G., Gahlaut, V., & Kumar, S. (2022). Multifaceted Roles of GRAS Transcription Factors in Growth and Stress Responses in Plants. iScience, 25(9), 105026. https://doi.org/10.1016/j.isci.2022.105026 DOI: https://doi.org/10.1016/j.isci.2022.105026

25 Ma, N., Sun, P., Li, Z.Y., Zhang, F.J., Wang, X.F., You, C.X., Zhang, C.L., & Zhang, Z. (2024). Plant Disease Resistance Outputs Regulated by AP2/ERF Transcription Factor Family. Stress Biology, 4(1), 2. https://doi.org/10.1007/s44154-023-00140-y DOI: https://doi.org/10.1007/s44154-023-00140-y

26 Feng, K., Hou, X.L., Xing, G.M., Liu, J.X., Duan, A.Q., Xu, Z.S., Li, M.Y., Zhuang, J., & Xiong, A.S. (2020). Advances in AP2/ERF Super-Family Transcription Factors in Plants. Critical Reviews in Biotechnology, 40(6), 750–776. https://doi.org/10.1080/07388551.2020.1768509 DOI: https://doi.org/10.1080/07388551.2020.1768509

27 Somssich, M. (2020). Lignification and Oxidative Enzymes: Localization, Localization, Localization! Plant Physiology, 184(2), 554–555. https://doi.org/10.1104/pp.20.01021 DOI: https://doi.org/10.1104/pp.20.01021

28 Wright, R.C., Zahler, M.L., Gerben, S.R., & Nemhauser, J.L. (2017). Insights into the Evolution and Function of Auxin Signaling F-Box Proteins in Arabidopsis thaliana Through Synthetic Analysis of Natural Variants. Genetics, 207(2), 583–591. https://doi.org/10.1534/genetics.117.300092 DOI: https://doi.org/10.1534/genetics.117.300092

29 Kim, W.S., Sun-Hyung, J., Oehrle, N.W., Jez, J.M., & Krishnan, H.B. (2020). Overexpression of ATP Sulfurylase Improves the Sulfur Amino Acid Content, Enhances the Accumulation of Bowman–Birk Protease Inhibitor and Suppresses the Accumulation of the β-Subunit of β-Conglycinin in Soybean Seeds. Scientific Reports, 10(1), 14989. https://doi.org/10.1038/s41598-020-72134-z DOI: https://doi.org/10.1038/s41598-020-72134-z

30 Zhao, H., Liu, X., Wang, J., Qian, Q., & Zhang, G. (2022). The Coordinated Regulation Mechanism of Rice Plant Architecture and Its Tolerance to Stress. Frontiers in Plant Science, 13, 1087378. https://doi.org/10.3389/fpls.2022.1087378 DOI: https://doi.org/10.3389/fpls.2022.1087378

31 Shen, F., Zhang, H., Wan, M., Yang, Y., Kuang, Z., Xiao, L., Zuo, D., Li, Z., Qin, G., & Li, L. (2025). The CIN-TCP Transcription Factors Regulate Endocycle Progression and Pavement Cell Size by Promoting Cell Wall Pectin Degradation. Nature Communications, 16(1), 4108. https://doi.org/10.1038/s41467-025-59336-7 DOI: https://doi.org/10.1038/s41467-025-59336-7

32 Rath, M., Challa, K.R., Sarvepalli, K., & Nath, U. (2022). CINCINNATA-Like TCP Transcription Factors in Cell Growth — An Expanding Portfolio. Frontiers in Plant Science, 13, 825341. https://doi.org/10.3389/fpls.2022.825341 DOI: https://doi.org/10.3389/fpls.2022.825341

33 Zhou, Y., & Zhang, L. (2023) The Interplay between Copper Metabolism and Microbes: In Perspective of Host Copper-Dependent ATPases ATP7A/B. Frontiers in Cellular and Infection Microbiology, 13, 1267931. DOI: https://doi.org/10.3389/fcimb.2023.1267931

34 Wu, H., Hou, X., & Zhang, C. (2025). Nuclear Factor-Y Transcription Factors in Crops: Biological Roles, Regulation, and Breeding Applications. Plant Communications, 6(11), 101530. https://doi.org/10.1016/j.xplc.2025.101530 DOI: https://doi.org/10.1016/j.xplc.2025.101530

35 Gandhi, A., & Oelmüller, R. (2023). Emerging Roles of Receptor-Like Protein Kinases in Plant Response to Abiotic Stresses. International Journal of Molecular Sciences, 24(19), 14762. https://doi.org/10.3390/ijms241914762 DOI: https://doi.org/10.3390/ijms241914762

36 Prigge, M.J., Platre, M., Kadakia, N., Zhang, Y., Greenham, K., Szutu, W., Pandey, B.K., Bhosale, R.A., Bennett, M.J., Busch, W., & Estelle, M. (2020). Genetic Analysis of the Arabidopsis TIR1/AFB Auxin Receptors Reveals Both Overlapping and Specialized Functions. eLife, 9, e54740. https://doi.org/10.7554/eLife.54740

37 Huang, W., He, Y., Yang, L., Lu, C., Zhu, Y., Sun, C., Ma, D., & Yin, J. (2021). Genome-Wide Analysis of Growth Regulating Factors (GRFs) in Triticum aestivum. PeerJ, 9, e10701. https://doi.org/10.7717/peerj.10701 DOI: https://doi.org/10.7717/peerj.10701

38 Roosjen, M., Paque, S., & Weijers, D. (2018). Auxin Response Factors: Output Control in Auxin Biology. Journal of Experimental Botany, 69(2), 179–188. https://doi.org/10.1093/jxb/erx237 DOI: https://doi.org/10.1093/jxb/erx237

39 Yang, S.Y., Lin, W.Y., Hsiao, Y.M., & Chiou, T.J. (2024). Milestones in Understanding Transport, Sensing, and Signaling of the Plant Nutrient Phosphorus. The Plant Cell, 36(5), 1504–1523. https://doi.org/10.1093/plcell/koad326 DOI: https://doi.org/10.1093/plcell/koad326

40 Gao, J., Chen, J., Feng, L., Wang, Q., Li, S., Tan, X., Yang, F., & Yang, W. (2022). HD-Zip III Gene Family: Identification and Expression Profiles during https://doi.org/10.3390/plants11131728 Leaf Vein Development in Soybean. Plants (Basel), 11(13), 1728. DOI: https://doi.org/10.3390/plants11131728

41 Sun, Z., Li, M., Zhou, Y., Guo, T., Liu, Y., Zhang, H., & Fang, Y. (2018). Coordinated Regulation of Arabidopsis microRNA Biogenesis and Red Light Signaling through Dicer-Like 1 and Phytochrome-Interacting Factor 4. PLoS Genetics, 14(3), e1007247. https://doi.org/10.1371/journal.pgen.1007247 DOI: https://doi.org/10.1371/journal.pgen.1007247

42 Dong, B., Liu, Y., Huang, G., Song, A., Chen, S., Jiang, J., Chen, F., & Fang, W. (2024). Plant NAC Transcription Factors in the Battle against Pathogens. BMC Plant Biology, 24(1), 958. https://doi.org/10.1186/s12870-024-05636-x DOI: https://doi.org/10.1186/s12870-024-05636-x

43 Ravet, K., & Pilon, M. (2013). Copper and Iron Homeostasis in Plants: The Challenges of Oxidative Stress. Antioxidants & Redox Signaling, 19(9), 919–932. https://doi.org/10.1089/ars.2012.5084 DOI: https://doi.org/10.1089/ars.2012.5084

44 Chen, C., Zhang, Y., Cai, J., Qiu, Y., Li, L., Gao, C., Gao, Y., Ke, M., Wu, S., Wei, C., Chen, J., Xu, T., Friml, J., Wang, J., Li, R., Chao, D., Zhang, B., Chen, X., & Gao, Z. (2023). Multi-Copper Oxidases SKU5 and SKS1 Coordinate Cell Wall Formation Using Apoplastic Redox-Based Reactions in Roots. Plant Physiology, 192(3), 2243–2260. https://doi.org/10.1093/plphys/kiad207 DOI: https://doi.org/10.1093/plphys/kiad207

45 Singh, S., Koyama, H., Bhati, K.K., & Alok, A. (2021). The Biotechnological Importance of the Plant-Specific NAC Transcription Factor Family in Crop Improvement. Journal of Plant Research, 134(3), 475–495. https://doi.org/10.1007/s10265-02101270-y DOI: https://doi.org/10.1007/s10265-021-01270-y

46 Ho-Plágaro, T., & García-Garrido, J.M. (2022). Multifarious and Interactive Roles of GRAS Transcription Factors during Arbuscular Mycorrhiza Development. Frontiers in Plant Science, 13, 836213. https://doi.org/10.3389/fpls.2022.836213 DOI: https://doi.org/10.3389/fpls.2022.836213

47 Singh, D.K., Mehra, S., Chatterjee, S., & Purty, R.S. (2020). In Silico Identification and Validation of miRNA and Their DIR-Specific Targets in Oryza sativa Indica under Abiotic Stress. Noncoding RNA Research, 5(4), 167–177. https://doi.org/10.1016/j.ncrna.2020.09.002 DOI: https://doi.org/10.1016/j.ncrna.2020.09.002

48 Notsu, Y., Masood, S., Nishikawa, T., Kubo, N., Akiduki, G., Nakazono, M., Hirai, A., & Kadowaki, K. (2002). The Complete Sequence of the Rice (Oryza sativa L.) Mitochondrial Genome: Frequent DNA Sequence Acquisition and Loss during the Evolution of Flowering Plants. Molecular Genetics and Genomics, 268(4), 434–445. https://doi.org/10.1007/s00438-002-0767-1 DOI: https://doi.org/10.1007/s00438-002-0767-1

49 Liu, X., Yin, Z., Wang, Y., Cao, S., Yao, W., Liu, J., Lu, X., Wang, F., Zhang, G., Xiao, Y., Tang, W., & Deng, H. (2022). Rice Cellulose Synthase-Like Protein OsCSLD4 Coordinates the Trade-Off between Plant Growth and Defense. Frontiers in Plant Science, 13, 980424. https://doi.org/10.3389/fpls.2022.980424 DOI: https://doi.org/10.3389/fpls.2022.980424

50 Li, M., Xiong, G., Li, R., Cui, J., Tang, D., Zhang, B., Pauly, M., Cheng, Z., & Zhou, Y. (2009). Rice Cellulose Synthase Like D4 Is Essential for Normal Cell-Wall Biosynthesis and Plant Growth. The Plant Journal, 60(6), 1055–1069. https://doi.org/10.1111/j.1365-313X.2009.04022.x DOI: https://doi.org/10.1111/j.1365-313X.2009.04022.x

51 Rao, X., Bartley, L.E., Drakakaki, G., & Anderson, C.T. (2020). Editorial: Regulation of and by the Plant Cell Wall. Frontiers in Plant Science, 11, 513. https://doi.org/10.3389/fpls.2020.00513 DOI: https://doi.org/10.3389/fpls.2020.00513

52 Bravo-Vázquez, L.A., Castro-Pacheco, A.M., Pérez-Vargas, R., Velázquez-Jiménez, & J.F., Paul, S. (2025). The Emerging Applications of Artificial MicroRNA-Mediated Gene Silencing in Plant Biotechnology. Noncoding RNA, 11(2), 19. https://doi.org/10.3390/ncrna11020019 DOI: https://doi.org/10.3390/ncrna11020019

53 Ritonga, F.N., Xu, Y., Cui, B., Liu, X., Gao, & J., Li, J. (2025). Unraveling the Multifaceted Roles of SPL Transcription Factors in Leaf Development. Frontiers in Plant Science, 16, 1696036. https://doi.org/10.3389/fpls.2025.1696036 DOI: https://doi.org/10.3389/fpls.2025.1696036

54 Baez, L.A., Tichá, T., & Hamann, T. (2022). Cell Wall Integrity Regulation across Plant Species. Plant Molecular Biology, 109(4–5), 483–504. https://doi.org/10.1007/s11103-022-01284-7 DOI: https://doi.org/10.1007/s11103-022-01284-7

55 Janusz, G., Pawlik, A., Świderska-Burek, U., Polak, J., Sulej, J., Jarosz-Wilkołazka, & A., Paszczyński, A. (2020). Laccase Properties, Physiological Functions, and Evolution. International Journal of Molecular Sciences, 21, 966. https://doi.org/10.3390/ijms21030966 DOI: https://doi.org/10.3390/ijms21030966

56 Prigge, M.J., Platre, M., Kadakia, N., Zhang, Y., Greenham, K., Szutu, W., Pandey, B.K., Bhosale, R.A., Bennett, M.J., Busch, W., & Estelle, M. (2020). Genetic Analysis of the Arabidopsis TIR1/AFB Auxin Receptors Reveals Both Overlapping and Specialized Functions. eLife, 9, e54740. https://doi.org/10.7554/eLife.54740 DOI: https://doi.org/10.7554/eLife.54740

57 Jing, H., & Strader, L.C. (2023). AUXIN RESPONSE FACTOR Protein Accumulation and Function. BioEssays, 45(11), e2300018. https://doi.org/10.1002/bies.202300018 DOI: https://doi.org/10.1002/bies.202300018

58 Ma, Y., Wang, R., Sang, Y., Wang, T., & Su, Y. (2025). Genome-Wide Characterization and Expression Analysis of the Growth-Regulating Factor Family in Mikania micrantha. BMC Plant Biology, 25(1), 1132. https://doi.org/10.1186/s12870-02507219-w DOI: https://doi.org/10.1186/s12870-025-07219-w

59 Wang, P., Xiao, Y., Yan, M., Yan, Y., Lei, X., Di, P., & Wang, Y. (2023). Whole-Genome Identification and Expression Profiling of Growth-Regulating Factor (GRF) and GRF-Interacting Factor (GIF) Gene Families in Panax ginseng. BMC Genomics, 24(1), 334. https://doi.org/10.1186/s12864-023-09435-w DOI: https://doi.org/10.1186/s12864-023-09435-w

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2026-06-26

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Belkozhayev, A., Kossalbayev, B., Gizatullina, N., & Toleutay , G. (2026). In silico analysis of miR156-mediated post-transcriptional regulation of SPL genes involved in cell wall formation and cellulose biosynthesis in Oryza sativa . Fundamental and Experimental Biology, 12231(2), 91–104. https://doi.org/10.31489/2026feb2/91-104

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