Biologia plantarum 61:667-674, 2017 | DOI: 10.1007/s10535-017-0736-5
RNA-seq analysis reveals a key role of brassinolide-regulated pathways in NaCl-stressed cotton
- 1 Key Laboratory of Cotton and Rapeseed, Ministry of Agriculture, Institute of Industrial Crops, Jiangsu Academy of Agricultural Sciences, Nanjing, P.R. China
Brassinolide (BL) alleviates salt injury in cotton seedlings; however, little is known about the molecular mechanisms of this response. In this study, digital gene expression analysis was performed to better understand the regulatory pathways of BL in NaCl-stressed cotton (Gossypium hirsutum L.). Compared with control plants (CK), a total of 1 162 and 7 659 differentially expressed genes (DEGs) were detected in the leaves and roots of NaCl-treated plants, respectively. Most of the DEGs in NaCl-treated plants, compared to CK, were regulated by BL. Moreover, expression patterns of DEGs in BL+NaCl treated plants were similar to those in CK plants; however, the responses of DEGs in the leaves and roots of NaCl-treated plants to BL differed. In the roots, BL-regulated DEGs were involved in protein biosynthesis, whereas in the leaves, BL promoted photosynthesis in NaCl-stressed cotton. BL treatment also significantly increased the overall biomass, chlorophyll a + b content in leaves, and the protein content in roots in NaCl-stressed cotton. The downregulation of stress-responsive genes in BL+NaCl-stressed leaves was also found. These results suggest that BL can alleviate NaCl injury in cotton plants.
Keywords: chlorophyll; differentially expressed genes; gene ontology enrichment analysis; photosynthesis; proteins
Subjects: RNA-seq analysis; brassinosteroids; salinity; chlorophyll; photosynthesis; differentially expressed genes; cotton
Species: Gossypium hirsutum
Received: July 21, 2016; Revised: January 9, 2017; Accepted: January 19, 2017; Published: December 1, 2017Show citation
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Supplementary files
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References
- Anders, S., Huber, W.: Differential expression analysis for sequence count data. - Genome Biol. 11: 1-12, 2010.
Go to original source...
- Anuradha, S., Rao, S.S.R.: Application of brassinosteroids to rice seeds (Oryza sativa L.) reduced the impact of salt stress on growth, prevented photosynthetic pigment loss and increased nitrate reductase activity. - Plant Growth Regul. 40: 29-32, 2003.
Go to original source...
- Bajguz, A., Hayat, S.: Effects of brassinosteroids on the plant responses to environmental stresses. - Plant Physiol. Biochem. 47: 1-8, 2009.
Go to original source...
- Clouse, S.D., Sasse, J.: Brassinosteroids: essential regulators of plant growth and development. - Annu. Rev. Plant Biol. 49: 427-451, 1998.
Go to original source...
- Dhaubhadel, S., Krishna, P.: Identification of differentially expressed genes in brassinosteroid-treated Brassica napus seedlings. - J. Plant Growth Regul. 27: 297-300, 2008.
Go to original source...
- Divi, U.K., Krishna, P.: Brassinosteroid: a biotechnological target for enhancing crop yield and stress tolerance. - New Biotechnol. 36: 131-136, 2009.
Go to original source...
- Dobrikova, A.G., Vladkova, R.S., Rashkov, G.D., Todinova, S.J., Krumova, S.B., Apostolova, E.L.: Effects of exogenous 24-epibrassinolide on the photosynthetic membranes under non-stress conditions. - Plant Physiol. Biochem. 80: 75-82, 2014.
Go to original source...
- Fariduddin, Q., Yusuf, M., Ahmad, I., Ahmad, I.: Brassinosteroids and their role in response of plants to abiotic stress. - Biol. Plant. 58: 9-17, 2014.
Go to original source...
- Goetz, M., Godt, D.E., Roitsch, T.: Tissue-specific induction of the mRNA for an extracellular invertase isoenzyme of tomato by brassinosteroids suggests a role for steroid hormones in assimilate partitioning. - Plant J. 22: 515-522, 2000.
Go to original source...
- Hershkovitz, V., Sela, N., Taha-Salaime, L., Liu, J., Rafael, G., Kessler, C., Aly, R., Levy, M., Wisniewski, M., Droby, S.: De-novo assembly and characterization of the transcriptome of Metschnikowia fructicola reveals differences in gene expression following interaction with Penicillium digitatum and grapefruit peel. - BMC Genomics 14: 168-181, 2013.
Go to original source...
- Janeczko, A., Oklestkova, J., Pociecha, E., Koscielniak, J., Mirek, M.: Physiological effects and transport of 24-epibrassinolide in heat-stressed barley. - Acta. Physiol. Plant. 33: 1249-1259, 2011.
Go to original source...
- Kanehisa, M., Araki, M., Goto, S., Hattori, M., Hirakawa, M., Itoh, M., Katayama, T., Kawashima, S., Okuda, S., Tokimatsu, T., Yamanishi, Y.: KEGG for linking genomes to life and the environment. - Nucl. Acids Res. 36: 480-484, 2008.
- Kosmas, S.A., Argyrokastritis, A., Loukas, M.G., Eliopoulos, E., Tsakas, S., Kaltsikes, P.J.: Isolation and characterization of drought-related trehalose 6-phosphate-synthase gene from cultivated cotton (Gossypium hirsutum L). - Planta 223: 329-339, 2006.
Go to original source...
- Krumova, S., Zhiponova, M., Dankov, K., Velikova, V., Balashev, K., Andreeva, T., Russinova, E., Taneva, S.: Brassinosteroids regulate the thylakoid membrane architecture and the photosystem II function. - J. Photochem. Photobiol. B. 126: 97-104, 2013.
Go to original source...
- Li, B., Dewey, C.: RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. - BMC Bioinformatics 12: 323, 2011.
Go to original source...
- Li, F., Fan, G., Wang, K., Sun, F., Yuan, Y., Song, G., Li, Q., Ma, Z., Lu, C., Zou, C., Chen, W., Liang, X., Shang, H., Liu, W., Shi, C., Xiao, G., Gou, C., Ye, W., Xu, X., Zhang, X., Wei, H., Li, Z., Zhang, G., Wang, J., Liu, K., Kohel, R.J., Percy, R.G., Yu, J.Z., Zhu, Y.X., Wang, J., Yu, S.: Genome sequence of the cultivated cotton Gossypium arboretum. - Nat. Genet. 46: 567-574, 2014.
Go to original source...
- Liu, B., Yue, Y.M., Li, R., Shen, W.J., Wang, K.L.: Plant leaf chlorophyll content retrieval based on a field imaging spectroscopy system. - Sensors 14: 19910-19925, 2014.
Go to original source...
- Livak, K.J., Schmittgen, T.D.: Analysis of relative gene expression data using real-time quantitative PCR and the 2-ΔΔCt method. - Methods 25: 402-408, 2001.
Go to original source...
- Mao, X., Cai, T., Olyarchuk, J.G., Wei, L.: Automated genome annotation and pathway identification using the KEGG Orthology (KO) as a controlled vocabulary. - Bioinformatics 21: 3787-3793, 2005.
Go to original source...
- Mortazavi, A., Williams, B.A., McCue, K., Schaeffer, L., Wold, A.: Mapping and quantifying mammalian transcriptomes by RNA-Seq. - Nat. Methods. 5: 621-628, 2008.
Go to original source...
- Peng, Z., He, S., Gong, W., Sun, J., Pan, Z., Xu, F., Lu, Y., Du, X.: Comprehensive analysis of differentially expressed genes and transcriptional regulation induced by salt stress in two contrasting cotton genotypes. - BMC Genomics 15: 760, 2014.
Go to original source...
- Sharma, I., Ching, E., Saini, R., Bhardwaj, S., Pati, P.K.: Exogenous application of brassinosteroid offers tolerance to salinity by altering stress responses in rice variety Pusa Basmati-1. - Plant Physiol. Biochem. 69: 17-26, 2013.
Go to original source...
- Shu, H., Guo, S., Gong, Y., Ni, W.: [Effects of brassinolide on leaf physiological characteristics and differential gene expression profiles of NaCl-stressed cotton.] - Chin. J. appl. Ecol. 27: 150-156, 2016. [In Chin.]
- Shu, H., Ni, W., Guo, S., Gong, Y., Shen, X., Zhang, X., Xu, P., Guo, Q.: Root-applied brassinolide can alleviate the NaCl injuries on cotton. - Acta Physiol. Plant. 37: 75, 2015.
Go to original source...
- Storey, J.D., Tibshirani, R.: Statistical significance for genomewide studies. - Proc. nat. Acad. Sci. USA. 100: 9440-9445, 2003.
Go to original source...
- Wang, K., Wang, Z., Li, F., Ye, W., Wang, J., Song, G., Yue, Z., Cong, L., Shang, H., Zhu, S., Zou, C., Li, Q., Yuan, Y., Lu. C., Wei. H., Gou, C., Zheng, Z., Yin, Y., Zhang, X., Liu, K., Wang, B., Song, C., Shi, N., Kohel, R.J., Percy, R.G., Yu, J.Z., Zhu, Y.X., Wang, J., Yu, S.: The draft genome of a diploid cotton Gossypium raimondii. - Nat. Genetics 44: 1098-1103, 2012.
Go to original source...
- Wu, C.Y., Trieu, A., Radhakrishnan, P., Kwok, S.F., Harris, S., Zhang, K., Wang, J., Wan, J., Zhai, H., Takatsuto, S., Matsumoto, S., Fujioka, S., Feldmann, K.A., Pennella, R.I.: Brassinosteroids regulate grain filling in rice. - Plant Cell 20: 2130-2145, 2008.
Go to original source...
- Xu, P., Liu, Z., Fan, X., Gao, J., Zhang, X., Zhang, X., Shen, X.: De novo transcriptome sequencing and comparative analysis of differentially expressed genes in Gossypium aridum under salt stress. - Gene 525: 26-34, 2013.
Go to original source...
- Yao, D., Zhang, X., Zhao, X., Liu, C., Wang, C., Zhang, Z., Zhang, C., Wei, Q., Wang, Q., Yan, H., Li, F., Su, Z.: Transcriptome analysis reveals salt-stress-regulated biological processes and key pathways in roots of cotton (Gossypium hirsutum L.). - Genomics 98: 47-55, 2011.
Go to original source...
- Young, M.D., Wakefield, M.J., Smyth, G.K., Oshlack, A.: Gene ontology analysis for RNA-seq: accounting for selection bias. - Genome Biol. 11: 1-12, 2010.
Go to original source...
- Zhang, T., Hu, Y., Jiang, W., Fang, L., Guan, X., Chen, J., Zhang, J., Saski, CA., Scheffler, B.E., Stelly, D.M., Hulse-Kemp, A.M., Wan, Q., Liu, B., Liu, C., Wang, S., Pan, M., Wang, Y., Wang, D., Ye, W., Chang, L., Zhang, W., Song, Q., Kirkbride, R.C., Chen, X., Dennis, E., Llewellyn, D.J., Peterson, D.G., Thaxton, P., Jones, D.C., Wang, Q., Xu X., Zhang, H., Wu, H., Zhou, L., Mei, G., Chen, S., Tian, Y., Xiang, D., Li, X., Ding, J., Zuo, Q., Tao, L., Liu, Y., Li, J., Lin, Y., Hui, Y., Cao, Z., Cai, C., Zhu, X., Jiang, Z., Zhou, B., Guo, W., Li, R., Chen, Z.J.: Sequencing of allotetraploid cotton (Gossypium hirsutum L. acc.TM-1) provides a resource for fiber improvement. - Nat. Biotechnol. 33: 531-537, 2015.
Go to original source...