Biologia plantarum 66:1-13, 2022 | DOI: 10.32615/bp.2021.056
Identification of key genes related to flowering by transcriptome of flowering and nonflowering Prunella vulgaris
- 1 Institute of Chinese Medicinal Materials, Nanjing Agricultural University, Nanjing 210095, P.R.China
- 2 College of Pharmaceutical Sciences, Chengdu Medical College, Chengdu 610500, P.R.China
Prunella vulgaris L. have high medicinal and ornamental values. It blooms in summer and then quickly withers, and there is no research on the regulatory mechanisms of flowering-related genes. Therefore, in this study, the flowering (leaves and spicas) and nonflowering (leaves) parts of P. vulgaris were sequenced with an Illumina HiSeq 4000, and 187 387 transcripts were obtained using Trinity software package. A total of 10 158 differentially expressed genes (DEGs) were found in the leaves of flowering and nonflowering P. vulgaris, with 6 294 upregulated genes and 3 864 downregulated genes. DEGs in leaves of flowering and nonflowering P. vulgaris were mainly annotated for metabolic processes (4 207) in Gene Ontology (GO) and ribosomal pathways (416) in Kyoto Encyclopedia of Genes and Genomes (KEGG). Screening of this set of genes yielded 50 flowering-related unigenes homologous to Arabidopsis genes involved in multiple regulatory pathways related to plant flowering, including autonomous, vernalization, gibberellin, and age pathways. In addition, there are significant differences in the expressions of genes related to flowering, such as PvFLC, PvSOC1, and PvFY, as well as genes involved in plant hormone signal transduction and sugar metabolism. The accuracy and reliability of the transcriptome results were verified by quantitative real-time RT-qPCR analysis of PvGA20OX, PvSVP, PvELF3, PvCRY1, and PvSOC1. Thus, we speculate that the flowering of P. vulgaris is regulated by certain genes related to the flowering regulation pathway and sugar and hormone metabolism pathways. Analysis of the P. vulgaris transcriptome will provide a basis for revealing its flowering mechanism.
Keywords: Prunella vulgaris, transcriptome, differentially expressed genes, flowering-related genes, RT-qPCR.
Received: January 22, 2021; Revised: September 13, 2021; Accepted: September 15, 2021; Published online: January 26, 2022 Show citation
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References
- Amasino, R.: Seasonal and developmental timing of flowering. - Plant J. 61: 1001-1013, 2010.
Go to original source... - Andres, F., Coupland, G.: The genetic basis of flowering responses to seasonal cues. - Nat. Rev. Genet. 13: 627-639, 2012.
Go to original source... - Bai, Y.B., Xia, B.H., Xie, W.J., Zhou, Y.M., Xie, J.C., Li, H.Q., Liao, D.F., Lin, L.M., Li, C.: Phytochemistry and pharmacological activities of the genus Prunella. - Food Chem. 204: 483-496, 2016.
Go to original source... - Bao, S.J., Hua, C.M., Shen, L.S., Yu, H.: New insights into gibberellin signaling in regulating flowering in Arabidopsis. - J. integr. Plant Biol. 62: 118-131, 2020.
Go to original source... - Benlloch, B., Berbel, A., Serrano-Mislata, A., Madueño, F.: Floral initiation and inflorescence architecture: a comparative view. - Ann. Bot. 100: 659-676, 2007.
Go to original source... - Chen, Y., Shen, Q., Lin, R.N., Zhao, Z.L., Shen, C.J., Sun, C.B.: De novo transcriptome analysis in Dendrobium and identification of critical genes associated with flowering. - Plant Physiol. Biochem. 119: 319-327, 2017.
Go to original source... - Chen, Y.H., Yu, M.M., Zhu, Z.B., Zhang, L.X., Guo, Q.S.: Optimisation of potassium chloride nutrition for proper growth, physiological development and bioactive component production in Prunella vulgaris L. - Plos ONE 8: e66259, 2013.
Go to original source... - Feng, L.A., Jia, X.B., Shi, F., Chen, Y.: Identification of two polysaccharides from Prunella vulgaris L. and evaluation on their anti-lung adenocarcinoma activity. - Molecules 15: 5093-5103, 2010.
Go to original source... - Fornara, F., De Montaigu, A., Coupland, G.: SnapShot: control of flowering in Arabidopsis. - Cell 141: 550, 2010.
Go to original source... - Gao, W., Sun, H.X., Xiao, H., Cui, G., Hillwig, M.L., Jackson, A., Wang, X., Shen, Y., Zhao, N., Zhang, L., Wang, X.J., Peters, R.J., Huang, L.: Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza. - BMC Genomics 15: 1-14, 2014.
Go to original source... - Grabherr, M.G., Haas, B.J., Yassour, M., Levin, J.Z., Thompson, D.A., Amit, I., Adiconis, X., Fan, L., Raychowdhury, R., Zeng, Q.D., Chen, Z.H., Mauceli, E., Hacohen, N., Gnirke, A., Rhind, N., Di Palma, F., Birren, B.W., Nusbaum, C., Lindblad-Toh, K., Friedman, N., Regev, A.: Full-length transcriptome assembly from RNA-seq data without a reference genome. - Nat. Biotechnol. 29: 644-652, 2011.
Go to original source... - Gu, J.H., Zeng, Z., Wang Y.R., Lyu, Y.M.: Transcriptome analysis of carbohydrate metabolism genes and molecular regulation of sucrose transport gene LoSUT on the flowering process of developing oriental hybrid lily 'Sorbonne' bulb. - Int. J. mol. Sci. 21: 3092, 2020.
Go to original source... - Guan, Y.R., Xue, J.Q., Xue, Y.q., Yang, R.W., Wang, S.L., Zhang X.X.: Effect of exogenous GA3 on flowering quality, endogenous hormones, and hormone-and flowering-associated gene expression in forcing-cultured tree peony (Paeonia suffruticosa). - J. integr. Agr. 18: 1295-1311, 2019.
Go to original source... - Hong, J., Lee, H., Lee, J., Kim, H., Ryu, H.: ABSCISIC ACID-INSENSITIVE 3 is involved in brassinosteroid-mediated regulation of flowering in plants. - Plant Physiol. Biochem. 139: 207-214, 2019.
Go to original source... - Hua, W.P., Zhang, Y., Song, J., Zhao, L.J., Wang, Z.Z.: De novo transcriptome sequencing in Salvia miltiorrhiza to identify genes involved in the biosynthesis of active ingredients. - Genomics 98: 272-279, 2011.
Go to original source... - Huang, H., Xia, E.H., Zhang, H.B., Yao, Q.Y., Gao, L.Z.: De novo transcriptome sequencing of Camellia sasanqua and the analysis of major candidate genes related to floral traits. - Plant Physiol. Biochem. 120: 103-111, 2017.
Go to original source... - Huang, T.B., Irish, V.F.: Gene networks controlling petal organogenesis. - J. exp. Bot. 67: 61-68, 2016.
Go to original source... - Hwang, Y.J., Lee, E.J., Kim, H.R., Hwang, K.A.: NF-kappa B-targeted anti-inflammatory activity of Prunella vulgaris var. lilacina in macrophages RAW 264.7. - Int. J. mol. Sci. 14: 21489-21503, 2013.
Go to original source... - Johanson, U., West, J., Lister, C., Michaels, S., Amasino, R., Dean, C.: Molecular analysis of FRIGIDA, a major determinant of natural variation in Arabidopsis flowering time. - Science 290: 344-347, 2000.
Go to original source... - Khan, M.R.G., Ai, X.Y., Zhang, J.Z.: Genetic regulation of flowering time in annual and perennial plants. - Wires RNA 5: 347-359, 2014.
Go to original source... - Koch, K.E., Ying, Z., Wu, Y., Wayne T.A.: Multiple paths of sugar sensing and a sugar/oxygen overlap for genes of sucrose and ethanol metabolism. - J. exp. Bot. 51: 417-427, 2000.
Go to original source... - Lampugnani, E.R., Aydin, K., Smyth, D.R.: Auxin controls petal initiation in Arabidopsis. - Development 140: 185-194, 2013.
Go to original source... - Li, B., Dewey, C.N.: RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. - BMC Bioinformatics 12: 323, 2011.
Go to original source... - Li, J.J., Lian, X.Y., Wamg, L.: Study on the regulation mechanism of endogenous hormones in delayed flowering of Lonicera japonica. - Acta hort. sin. 46: 1399-1408, 2019.
- Li, Z.Z., Chen, Y.H., Guo, Q.S., Wang, C.L., Cao, L.P., Qin, Q., Zhao, M., Li, C.: De novo sequencing and transcriptome analysis of Prunella vulgaris during development: a cross-databases comparison. - Int. J. agr. Biol. 23: 302-310, 2020.
- Liao, L., Guo, Q.S., Wang, Z.Y., Liu, L., Zhu, Z.B.: Genetic diversity analysis of Prunella vulgaris in China using ISSR and SRAP markers. - Biochem. Syst. Ecol. 45: 209-217, 2012.
Go to original source... - Liu, H.R., Li, G., Yang, X.J., Hendrik N.J.K., Liang, W.Q., Zhang, D.B.: Transcriptome profiling reveals phase-specific gene expression in the developing barley inflorescence. - Crop J. 8: 71-86, 2020a.
Go to original source... - Liu, Y., Hao, X.Y., Lu, Q.H., Zhang, W.F., Zhang, H.J., Wang, L., Yang, Y.J., Xiao, B., Wang, X.C.: Genome-wide identification and expression analysis of flowering-related genes reveal putative floral induction and differentiation mechanisms in tea plant (Camellia sinensis). - Genomics 112: 2318-2326, 2020b.
Go to original source... - Love, M.I., Huber, W., Anders, S.: Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. - Genome Biol. 15: 550, 2014.
Go to original source... - Mornya, P.M.P., Cheng, F.Y., Li, H.Y.: Chronological changes in plant hormone and sugar contents in cv. Ao-Shuang autumn flowering tree peony. - Hort. Sci. 38: 104-112, 2011.
Go to original source... - Mutz, K.O., Heilkenbrinker, A., Lönne, M., Walter, J.G., Stahl, F.: Transcriptome analysis using next-generation sequencing. - Curr. Opin. Biotechnol. 24: 22-30, 2013.
Go to original source... - Paparelli, E., Parlanti, S., Gonzali, S., Novi, G., Mariotti, L., Ceccarelli, N., Van Dongen, J.T., Kolling, K., Zeeman, S.C., Perata, P.: Nighttime sugar starvation orchestrates gibberellin biosynthesis and plant growth in Arabidopsis. - Plant Cell 25: 3760-3769, 2013.
Go to original source... - Ponnu, J., Wahl, V., Schmid, M.: Trehalose-6-phosphate: connecting plant metabolism and development. - Front. Plant Sci. 2: 70, 2011.
Go to original source... - Raafat, K., Wurglics M., Schubert-Zsilavecz M.: Prunella vulgaris L. active components and their hypoglycemic and antinociceptive effects in alloxan-induced diabetic mice. - Biomed. Pharmacother. 84: 1008-1018, 2016.
Go to original source... - Searle, I., Vincent, C., Fornara, F., Krober, S., Amasino, R.A., Coupland, G.: The transcription factor FLC confers a flowering response to vernalization by repressing meristem competence and systemic signaling in Arabidopsis. - Gene Dev. 20: 898-912, 2006.
Go to original source... - Seo, P.J., Ryu, J., Kang, S.K., Park, C.M.: Modulation of sugar metabolism by an INDETERMINATE DOMAIN transcription factor contributes to photoperiodic flowering in Arabidopsis. - Plant J. 65: 418-429, 2011.
Go to original source... - Shalom, L., Samuels, S., Zur, N., Shlizerman, L., Doronfaigenboim, A., Blumwald, E., Sadka, A.: Fruit load induces changes in global gene expression and in abscisic acid (ABA) and indole acetic acid (IAA) homeostasis in citrus buds. - J. exp. Bot. 65: 3029, 2014.
Go to original source... - Srikanth, A., Schmid, M.: Regulation of flowering time: all roads lead to Rome. - Cell. mol. Life Sci. 68: 2013-2037, 2011.
Go to original source... - Tognetti, J.A., Pontis, H.G., Martínez-Noёl, G.M.A.: Sucrose signaling in plants: a world yet to be explored. - Plant Signal. Behav. 8: e23316, 2013.
Go to original source... - Wahl, V., Ponnu, J., Schlereth, A., Arrivault, S., Langenecker, T., Franke, A., Feil, R., Lunn, J.E., Stitt, M., Schmid, M.: Regulation of flowering by trehalose-6-phosphate signaling in Arabidopsis thaliana. - Science 339: 704-707, 2013.
Go to original source... - Wang, J.-W.: Regulation of flowering time by the miR156-mediated age pathway. - Plant J. 65: 4723-4730, 2014.
Go to original source... - Wang, M., Xi, D., Chen, Y., Zhu, C.C., Zhao, Y.Q., Geng, G.M.: Morphological characterization and transcriptome analysis of pistillate flowering in pecan (Carya illinoinensis). - Sci. Hort. 257: 108674, 2019.
Go to original source... - Yan, B.B., Hou, J.L., Cui, J., He, C., Li, W.B., Chen, X.Y., Li, M., Wang, W.Q.: The effects of endogenous hormones on the flowering and fruiting of Glycyrrhiza uralensis. - Plants 8: 519, 2019.
Go to original source... - Yeon, H.D., Sangkyu, P., Sungbeom, L., Sik, L.S., Takato, I., Hun, S.Y.: GIGANTEA regulates the timing stabilization of CONSTANS by altering the interaction between FKF1 and ZEITLUPE. - Mol. Cells 42: 693-701, 2019.
- Yu, S., Cao, L., Zhou, C.M., Zhang, T.Q., Lian H., Sun, Y., Wu, J.Q., Huang, J.R., Wang, G.D., Wang, J.W.: Sugar is an endogenous cue for juvenile-to-adult phase transition in plants. - eLife 2: e00269, 2013.
Go to original source... - Yu, T.S., Lue, W.L., Wang, S.M., Chen, J.C.: Mutation of Arabidopsis plastid phosphoglucose isomerase affects leaf starch synthesis and floral initiation. - Plant Physiol. 123: 319-326, 2000.
Go to original source... - Yu, Y.C., Qiao, L.F., Chen, J.C., Rong, Y.H., Zhao, Y.H., Cui, X.K., Xu, J.P., Hou, X.M., Dong. C.H.: Arabidopsis REM16 acts as a B3 domain transcription factor to promote flowering time via directly binding to the promoters of SOC1 and FT. - Plant J. 103: 1386-1398, 2020.
Go to original source... - Zhang, Z.W., Fu, Y.F., Zhou, Y.H., Wang, C.Q., Lan, T., Chen, G.D., Zeng, J., Chen, Y.E., Yuan, M., Yuan, S., Hu, J.Y.: Nitrogen and nitric oxide regulate Arabidopsis flowering differently. - Plant Sci. 284: 177-184, 2019.
Go to original source... - Zuo, Z.C., Liu, H.T., Liu, B., Liu, X.M., Lin, C.T.: Blue light-dependent interaction of CRY2 with SPA1 regulates COP1 activity and floral initiation in Arabidopsis. - Curr. Biol. 21: 841-847, 2011.
Go to original source...



