Metabolome and Transcriptome Analyses Reveal Flower Color Differentiation Mechanisms in Various Sophora japonica L. Petal Types
Abstract
:Simple Summary
Abstract
1. Introduction
2. Methods
2.1. Plant Material
2.2. Color Difference Value Determination of S. japonica Petals
2.3. RNA Extraction and Library Construction
2.4. Sequencing Data Filtering and Reference Genome Comparison
2.5. DEG and TF Screening
2.6. Functional Annotation and Enrichment Analysis of DEGs
2.7. Verification of Related Gene Transcription Levels Using Real-Time Fluorescence Quantitative PCR (qRT-PCR)
2.8. Anthocyanin-Related Metabolite Extraction
2.9. Anthocyanin-Related Differential Metabolite Screening
2.10. Statistical Analysis
3. Results
3.1. Determination of Phenotypic Color Difference Values in S. japonica Petals
3.2. Analysis of Metabolite Components of Different Petal Types at Different Flower Developmental Stages
3.3. Analysis of Metabolite Components of Different Petal Types at Different Flower Developmental Stages
3.4. KEGG Enrichment Analysis of Differential Metabolites
3.5. Overview of Transcriptome Sequencing Data of Different Petal Types at Different Flower Developmental Stages
3.6. Differential Gene Screening and Analysis
3.7. DEG GO and KEGG Enrichment Analysis
3.8. Functional Genes Involved in the Anthocyanin Biosynthesis Pathway
3.9. Analysis of TFs Affecting the Formation of S. japonica
3.10. SjbHLH1 Sequence Analysis
3.11. Anthocyanin Biosynthesis Pathway
3.12. qRT-PCR Verification of Key Genes
4. Discussion
4.1. Cyanidin-3-O-Glucoside Is the Key Metabolic Substance Affecting S. japonica ‘AM‘ Petal Variation
4.2. Structural Gene Expression Analysis of Petal Color in S. japonica
4.3. TF Analysis in S. japonica Petals
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Sun, Y.; Peng, Z.D. Insights into History Culture and Value of Sophora japonica. J. Beijing For. Univ. Soc. Sci. 2018, 17, 23–31. [Google Scholar]
- Li, J.H.; Peng, Z.D.; Liu, Y. Phenotypic difference and comprehensive evaluation of Sophora japonica in Beijing urban area. J. Beijing For. Univ. 2022, 44, 23–33. [Google Scholar]
- Wang, J.R.; Tan, J.; Li, L.Y.; Xu, J. Multi-component and antioxidant activities analysis in different parts of Sophora japonica. Chin. Tradit. Herb. Drugs 2022, 51, 4513–4520. [Google Scholar]
- Dai, S.L.; Hong, L. Molecular Breeding for Flower Colors Modification on Ornamental Plants Based on the Mechanism of Anthocyanins Biosynthesis and Coloration. Sci. Agric. Sin. 2016, 49, 529–542. [Google Scholar]
- Zhao, D.Q.; Tao, J. Recent advances on the development and regulation of flower color in ornamental plants. Front. Plant Sci. 2015, 6, 261. [Google Scholar] [CrossRef] [PubMed]
- Xu, H.; Zheng, Y.J.; Gao, F.P.; Li, Y.K.; Sun, W. Advances in the biosynthesis and influencing factors of anthocyanins. Jiangsu J. Agric. Sci. 2019, 35, 1246–1253. [Google Scholar]
- Liu, Y.J.; Li, G.L.; Zhang, S.J.; Zhang, S.F.; Zhang, H.; Sun, R.F.; Li, F. Comprehensive Transcriptome–Metabolome Analysis and Evaluation of the Dark_Pur Gene from Brassica juncea that Controls the Differential Regulation of Anthocyanins in Brassica rapa. Genes 2022, 13, 283. [Google Scholar] [CrossRef]
- Yang, H.Q.; Wang, J.L.; Li, S.R.; Niu, Y.; Tang, Q.L.; Wei, D.Y.; Wang, Y.Q.; Wang, Z.M. Advances in the molecular regulation of anthocyanins in solanaceous vegetables. Chin. J. Biotechnol. 2022, 38, 1738–1752. [Google Scholar]
- Zhang, Y.; Butelli, E.; Martin, C. Engineering anthocyanin biosynthesis in plants. Curr. Opin. Plant Biol. 2015, 19, 81–90. [Google Scholar] [CrossRef]
- Muhammad, S.; Zora, S. Pre-harvest spray application of phenylpropanoids influences accumulation of anthocyanin and flavonoids in‘Cripps Pink’ apple skin. Sci. Hortic. 2018, 233, 141–148. [Google Scholar]
- Timotheüs, V.D.N.; Rod, P.; Steven, D.J. Pollinator-driven ecological speciation in plants: New evidence and future perspectives. Ann. Bot. 2014, 113, 199–212. [Google Scholar]
- Tsuda, T. Dietary anthocyanin-rich plants: Biochemical basis and recent progress in health benefits studies. Mol. Nutr. Food Res. 2012, 56, 159–170. [Google Scholar] [CrossRef] [PubMed]
- Huang, W.Y.; Wu, H.; Li, D.; Song, J.F.; Xiao, Y.D.; Liu, C.Q.; Zhou, J.Z.; Sui, Z.Q. Protective Effects of Blueberry Anthocyanins against H2O2-Induced Oxidative Injury in Human Retinal Pigment Epithelial Cells. J. Agric. Food. Chem. 2018, 66, 1638–1648. [Google Scholar] [CrossRef] [PubMed]
- Roberto, M.; Antonio, F.; Luciana, M.; Paula, S. Anthocyanins: A Comprehensive Review of Their Chemical Properties and Health Effects on Cardiovascular and Neurodegenerative Diseases. Molecules 2020, 25, 3809. [Google Scholar]
- David, W. Regulation of flower pigmentation and growth: Multiple signaling pathways control anthocyanin synthesis in expanding petals. Physiol. Plant. 2000, 110, 152–157. [Google Scholar]
- Liu, K.Y.; Wang, M.L.; Xin, H.B.; Zhang, H.; Cong, R.C.; Huang, D.Z. Anthocyanin Biosynthesis and Regulate Mechanisms in Plants. Chin. Agric. Sci. Bull. 2021, 37, 41–51. [Google Scholar]
- Wang, X.; Li, L.; Liu, C.; Zhang, M.; Wen, Y. An integrated metabolome and transcriptome analysis of the Hibiscus syriacus L. petals reveal the molecular mechanisms of anthocyanin accumulation. Front. Genet. 2022, 13, 995748. [Google Scholar] [CrossRef]
- Kim, M.; Kim, P.; Chen, Y.Z.; Chen, B.W.; Yang, J.F.; Liu, X.; Kawabata, S.; Wang, Y.; Li, Y.H. Blue and UV-B light synergistically induce anthocyanin accumulation by co-activating nitrate reductase gene expression in Anthocyanin fruit (Aft) tomato. Plant Biol. 2020, 23, 210–220. [Google Scholar] [CrossRef]
- Yang, B.H.; He, S.; Liu, Y.; Liu, B.C.; Ju, Y.L.; Kang, D.Z.; Sun, X.Y.; Fang, Y.L. Transcriptomics integrated with metabolomics reveals the effect of regulated deficit irrigation on anthocyanin biosynthesis in Cabernet Sauvignon grape berries. Food Chem. 2020, 314, 126170. [Google Scholar] [CrossRef]
- Zhao, Y.; Min, T.; Chen, M.J.; Wang, H.X.; Zhu, C.Q.; Jin, R.; Allan, A.C.; Wang, L.K.; Xu, C.J. The Photomorphogenic Transcription Factor PpHY5 Regulates Anthocyanin Accumulation in Response to UVA and UVB Irradiation. Front. Plant Sci. 2021, 11, 603178. [Google Scholar] [CrossRef]
- Xia, X.; Peng, S.C.; Zhang, C.Y. Advance in flower directive breeding using new molecular biology techniques. J. Nanjing For. Univ. Nat. Sci. Ed. 2019, 43, 173–180. [Google Scholar]
- Guo, L.P.; Teixeira Da Silva, J.A.; Pan, Q.; Liao, T.; Yu, X.N. Transcriptome Analysis Reveals Candidate Genes Involved in Anthocyanin Biosynthesis in Flowers of the Pagoda Tree (Sophora japonica L.). J. Plant Growth Regul. 2022, 41, 1–14. [Google Scholar] [CrossRef]
- Lei, W.X.; Wang, Z.F.; Cao, M.; Zhu, H.; Wang, M.; Zou, Y.; Han, Y.C.; Wang, D.D.; Zheng, Z.Y.; Li, Y.; et al. Chromosome-level genome assembly and characterization of Sophora japonica. DNA Res. 2022, 29, dsac009. [Google Scholar] [CrossRef] [PubMed]
- Grotewold, E. The genetics and biochemistry of floral pigments. Annu. Rev. Plant Biol. 2006, 57, 761–780. [Google Scholar] [CrossRef]
- Pesch, M.; Schultheiß, I.; Klopffleisch, K.; Uhrig, J.F.; Koegl, M.; Clemen, C.S.; Simon, R.; Weidtkamp-Peters, S.; Hülskamp, M. TTG1 and GL1 compete for binding to GL3 in Arabidopsis thaliana. Plant Physiol. 2015, 168, 584–597. [Google Scholar] [CrossRef]
- Song, X.W.; Wei, J.B.; Di, S.K.; Pang, Y.Z. Recent Advances in the Regulation Mechanism of Transcription Factors and Metabolic Engineering of Anthocyanins. Bull. Bot. 2019, 54, 133–156. [Google Scholar]
- Li, D.; Li, L.; Xu, Y.Q.; Luo, Z.S. Research progress of anthocyanin transporters in plants. J. Food Saf. Qual. 2020, 11, 669–674. [Google Scholar]
- Wang, Y.; Li, S.; Zhu, Z.; Xu, Z.; Qi, S.; Xing, S.; Yu, Y.; Wu, Q. Transcriptome and chemical analyses revealed the mechanism of flower color formation in Rosa rugosa. Front. Plant Sci. 2022, 13, 1021521. [Google Scholar] [CrossRef]
- Zhang, G.; Yang, X.; Xu, F.; Wei, D. Combined Analysis of the Transcriptome and Metabolome Revealed the Mechanism of Petal Coloration in Bauhinia variegata. Front. Plant Sci. 2022, 13, 939299. [Google Scholar] [CrossRef]
- Dong, T.T.; Han, R.P.; Yu, J.W.; Zhu, M.K.; Zhang, Y.; Gong, Y.; Li, Z.Y. Anthocyanins accumulation and molecular analysis of correlated genes by metabolome and transcriptome in green and purple asparaguses (Asparagus officinalis, L.). Food Chem. 2019, 271, 18–28. [Google Scholar] [CrossRef]
- Xia, H.; Zhu, L.; Zhao, C.Z.; Li, K.; Shang, C.L.; Hou, L.; Wang, M.X.; Shi, J.; Fan, S.J.; Wang, X.J. Comparative transcriptome analysis of anthocyanin synthesis in black and pink peanut. Plant Signal. Behav. 2020, 15, 1721044. [Google Scholar] [CrossRef]
- Shao, D.N.; Liang, Q.; Wang, X.F.; Zhu, Q.H.; Liu, F.; Li, Y.J.; Zhang, X.Y.; Yang, Y.L.; Sun, J.; Xue, F. Comparative Metabolome and Transcriptome Analysis of Anthocyanin Biosynthesis in White and Pink Petals of Cotton (Gossypium hirsutum L.). Int. J. Mol. Sci. 2022, 23, 10137. [Google Scholar] [CrossRef]
- Li, L.; Zhai, Y.H.; Luo, X.N.; Zhang, Y.; Shi, Q.Q. Comparative transcriptome analyses reveal genes related to pigmentation in the petals of red and white Primula vulgaris cultivars. Physiol. Mol. Biol. Plants 2019, 25, 1029–1041. [Google Scholar] [CrossRef]
- Lou, Q.; Liu, Y.; Qi, Y.Y.; Jiao, S.Z.; Tian, F.F.; Jiang, L.; Wang, Y.J. Transcriptome sequencing and metabolite analysis reveals the role of delphinidin metabolism in flower colour in grape hyacinth. J. Exp. Bot. 2014, 65, 3157–3164. [Google Scholar] [CrossRef]
- Fu, M.Y.; Yang, X.; Zheng, J.R.; Wang, L.; Yang, X.Y.; Tu, Y.; Ye, J.B.; Zhang, W.W.; Liao, Y.L.; Cheng, S.Y.; et al. Unraveling the Regulatory Mechanism of Color Diversity in Camellia japonica Petals by Integrative Transcriptome and Metabolome Analysis. Front. Plant Sci. 2021, 12, 685136. [Google Scholar] [CrossRef]
- Suzuki, K.; Suzuki, T.; Nakatsuka, T.; Dohra, H.; Yamagishi, M.; Matsuyama, K.; Matsuura, H. RNA-seq-based evaluation of bicolor tepal pigmentation in Asiatic hybrid lilies (Lilium spp.). BMC Genom. 2016, 17, 611. [Google Scholar] [CrossRef]
- Wang, L.; Wang, X.Q.; Zhong, H. Analysis of Flavonoids of Flower of Robiniapseu doacacia L. by HPLC-DAD-ESI-MS/MS. Food Drug 2013, 240–241, 242. [Google Scholar]
- Tanaka, Y.; Sasaki, N.; Ohmiya, A. Biosynthesis of plant pigments: Anthocyanins, betalains and carotenoids. Plant J. 2008, 54, 733–749. [Google Scholar] [CrossRef]
- Du, H.; Lai, L.M.; Wang, F.; Sun, W.B.; Zhang, L.H.; Li, X.H.; Wang, L.S.; Jiang, L.H.; Zheng, Y.R. Characterisation of flower colouration in 30 Rhododendron speciesvia anthocyanin and flavonol identification and quantitative traits. Plant Biol. 2018, 20, 121–129. [Google Scholar] [CrossRef]
- Zhou, C.B.; Mei, X.; Rothenberg, D.O.N.; Yang, Z.B.; Zhang, W.T.; Wan, S.H.; Yang, H.J.; Zhang, L.Y. Metabolome and Transcriptome Analysis Reveals Putative Genes Involved in Anthocyanin Accumulation and Coloration in White and Pink Tea (Camellia sinensis) Flower. Molecules 2020, 25, 190. [Google Scholar] [CrossRef]
- Abid, M.A.; Wei, Y.X.; Meng, Z.G.; Wang, Y.; Ye, Y.L.; Wang, Y.N.; He, H.Y.; Zhou, Q.; Li, Y.Y.; Wang, P.L.; et al. Increasing floral visitation and hybrid seed production mediated by beauty mark in Gossypium hirsutum. Plant Biotechnol. J. 2022, 20, 1274–1284. [Google Scholar] [CrossRef]
- Ma, K.F.; Zhang, Q.X.; Cheng, T.R.; Yan, X.L.; Pan, H.T.; Wang, J. Substantial Epigenetic Variation Causing Flower Color Chimerism in the Ornamental Tree Prunus mume Revealed by Single Base Resolution Methylome Detection and Transcriptome Sequencing. Int. J. Mol. Sci. 2018, 19, 2315. [Google Scholar] [CrossRef]
- Liu, L.; Zhang, L.Y.; Wang, S.L.; Niu, X.Y. Analysis of anthocyanins and flavonols in petals of 10 Rhododendron species from the Sygera Mountains in Southeast Tibet. Plant Physiol. Biochem. 2016, 104, 250–256. [Google Scholar] [CrossRef]
- Honda, C.; Kotoda, N.; Wada, M.; Kondo, S.; Kobayashi, S.; Soejima, J.; Zhang, Z.; Tsuda, T.; Moriguchi, T. Anthocyanin biosynthetic genes are coordinately expressed during red coloration in apple skin. Plant Physiol. Biochem. 2002, 40, 955–962. [Google Scholar] [CrossRef]
- Meng, J.X.; Yin, J.; Wang, H.; Li, H.H. A TCP Transcription Factor in Malus halliana, MhTCP4, Positively Regulates Anthocyanins Biosynthesis. Int. J. Mol. Sci. 2022, 23, 9051. [Google Scholar] [CrossRef]
- Pandith, S.A.; Ramazan, S.; Khan, M.I.; Reshi, Z.A.; Shah, M.A. Chalcone synthases (CHSs): The symbolic type III polyketide synthases. Planta 2020, 251, 15. [Google Scholar] [CrossRef]
- Koseki, M.; Goto, K.; Masuta, C.; Kanazawa, A. The Star-type Color Pattern in Petunia hybrida ‘Red Star’ Flowers is Induced by Sequence-Specific Degradation of Chalcone Synthase RNA. Plant Cell Physiol. 2005, 46, 1879–1883. [Google Scholar] [CrossRef]
- Tai, D.Q.; Tian, J.; Zhang, J.; Song, T.T.; Yao, Y.C. A Malus crabapple chalcone synthase gene, McCHS, regulates red petal color and flavonoid biosynthesis. PLoS ONE 2014, 9, e110570. [Google Scholar] [CrossRef]
- Morita, Y.; Takagi, K.; Fukuchi-Mizutani, M.; Ishiguro, K.; Tanaka, Y.; Nitasaka, E.; Nakayama, M.; Saito, N.; Kagami, T.; Hoshino, A.; et al. A chalcone isomerase-like protein enhances flavonoid production and flower pigmentation. Plant J. 2014, 78, 294–304. [Google Scholar] [CrossRef]
- Jia, Y.; Li, B.; Zhang, Y.J.; Zhang, X.Q.; Xu, Y.H.; Li, C.D. Evolutionary dynamic analyses on monocot flavonoid 3′-hydroxylase gene family reveal evidence of plant-environment interaction. BMC Plant Biol. 2019, 19, 347. [Google Scholar] [CrossRef]
- Fu, Z.Z.; Wang, R.; Zhang, T.; Wang, H.J.; Gao, J.; Li, Y.M.; Jiang, H.; Wang, L.M.; Yuan, X.; Li, Y.B.; et al. Identification of F3′5′H Gene in Petunia and the Roles in Petal Coloration. J. Henan Agric. Sci. 2021, 50, 121–127. [Google Scholar]
- Jiang, B.X.; Yang, G.X.; Lv, S.J.; Jia, Y.H.; Xie, X.H.; Wu, Y.Y. Cloning and functional Analysis of anthocyanin Synthetase Gene (RhANS) from Rhododendron hybridum Hort. J. Nucl. Agric. Sci. 2023, 37, 449–460. [Google Scholar]
- Huang, L.; Hu, X.X.; Liang, Z.H.; Wang, Y.P.; Chan, Z.L.; Xiang, L. Cloning and Function Identification of Anthocyanidin Synthase Gene TgANS in Tulipa gesneriana. Acta Hortic. Sin. 2022, 49, 1935–1944. [Google Scholar]
- Chen, M.Q.; Xu, M.Y.; Xiao, Y.; Cui, D.D.; Qin, Y.Q.; Wu, J.Q.; Wang, W.Y.; Wang, G.P. Fine Mapping Identifies SmFAS Encoding an Anthocyanidin Synthase as a Putative Candidate Gene for Flower Purple Color in Solanum melongena L. Int. J. Mol. Sci. 2018, 19, 789. [Google Scholar] [CrossRef]
- Huang, P.; Lin, F.R.; Li, B.; Zheng, Y.Q. Hybrid-Transcriptome Sequencing and Associated Metabolite Analysis Reveal Putative Genes Involved in Flower Color Difference in Rose Mutants. Plants 2019, 8, 267. [Google Scholar] [CrossRef]
- Li, C.H.; Qiu, J.A.; Yang, C.H.; Huang, S.R.; Yin, J.M. Isolation and characterization of a R2R3-MYB transcription factor gene related to anthocyanin biosynthesis in the spathes of Anthurium andraeanum (Hort.). Plant Cell Rep. 2016, 35, 2151–2165. [Google Scholar] [CrossRef]
- Xue, L.; Wang, J.; Zhao, J.; Zheng, Y.; Wang, H.F.; Wu, X.; Xian, C.; Lei, J.J.; Zhong, C.F.; Zhang, Y.T. Study on cyanidin metabolism in petals of pink-flowered strawberry based on transcriptome sequencing and metabolite analysis. BMC Plant Biol. 2019, 19, 423. [Google Scholar] [CrossRef]
- Lv, D.G.; Xie, X.; Xu, W.R.; Wang, Z.P. Effect of Water Stress on Anthocyanin Biosynthesis of Grape Berris. Acta Agric. Boreali-Occident. Sin. 2019, 28, 1274–1281. [Google Scholar]
- Zhu, Z.; Lu, Y. Plant Color Mutants and the Anthocyanin Pathway. Bull. Bot. 2016, 51, 107–119. [Google Scholar]
- Zhuang, W.B.; Liu, T.Y.; Su, X.C.; Qu, S.C.; Zhai, H.H.; Wang, T.; Zhang, F.J.; Wang, Z. The molecular regulation mechanism of anthocyanin biosynthesis and coloration in plants. Plant Physiol. Commun. 2018, 54, 1630–1644. [Google Scholar]
- Yan, H.L.; Pei, X.N.; Zhang, H.; Li, X.; Zhang, X.X.; Zhao, M.H.; Chiang, V.L.; Sederoff, R.R.; Zhao, X.Y. MYB-Mediated Regulation of Anthocyanin Biosynthesis. Int. J. Mol. Sci. 2021, 22, 3103. [Google Scholar] [CrossRef] [PubMed]
- Cao, Z.H.; Zhang, S.Z.; Wang, R.K.; Zhang, R.F.; Hao, Y.J. Genome wide analysis of the apple MYB transcription factor family allows the identification of MdoMYB121 gene confering abiotic stress tolerance in plants. PLoS ONE 2013, 8, e69955. [Google Scholar] [CrossRef] [PubMed]
- Wang, N.; Liu, W.; Zhang, T.; Jiang, S.; Xu, H.; Wang, Y.; Zhang, Z.; Wang, C.; Chen, X. Transcriptomic Analysis of Red-Fleshed Apples Reveals the Novel Role of MdWRKY11 in Flavonoid and Anthocyanin Biosynthesis. J. Agric. Food. Chem. 2018, 66, 7076–7086. [Google Scholar] [CrossRef] [PubMed]
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Guan, L.; Liu, J.; Wang, R.; Mu, Y.; Sun, T.; Wang, L.; Zhao, Y.; Zhu, N.; Ji, X.; Lu, Y.; et al. Metabolome and Transcriptome Analyses Reveal Flower Color Differentiation Mechanisms in Various Sophora japonica L. Petal Types. Biology 2023, 12, 1466. https://doi.org/10.3390/biology12121466
Guan L, Liu J, Wang R, Mu Y, Sun T, Wang L, Zhao Y, Zhu N, Ji X, Lu Y, et al. Metabolome and Transcriptome Analyses Reveal Flower Color Differentiation Mechanisms in Various Sophora japonica L. Petal Types. Biology. 2023; 12(12):1466. https://doi.org/10.3390/biology12121466
Chicago/Turabian StyleGuan, Lingshan, Jinshi Liu, Ruilong Wang, Yanjuan Mu, Tao Sun, Lili Wang, Yunchao Zhao, Nana Zhu, Xinyue Ji, Yizeng Lu, and et al. 2023. "Metabolome and Transcriptome Analyses Reveal Flower Color Differentiation Mechanisms in Various Sophora japonica L. Petal Types" Biology 12, no. 12: 1466. https://doi.org/10.3390/biology12121466