Unraveling the Metabolic and Molecular Basis of Floral Pigmentation Shift in Nymphaea atrans
Abstract
1. Introduction
2. Results
2.1. Dynamic Changes in Floral Color Phenotypes and CIELAB Color Space Analysis
2.2. Metabolomic Profiling of N. atrans Petals
2.3. Identification of Differential Metabolites Reveals Anthocyanins as Key Drivers of Color Change
2.4. Transcriptomic Profiling of N. atrans Petals
2.5. Differential Expression Analysis Reveals Transcriptional Dynamics Associated with Petal Color Formation
2.6. RT-qPCR Validation Verifies the Transcriptomic Profiles
2.7. Integrated Transcriptomic and Metabolomic Analysis Reveals Activation of the Anthocyanin Biosynthesis Pathway
2.8. Integrated Multi-Omics Analysis Implicates JA Signaling in Anthocyanin Regulation
2.9. Identification of MYB Transcription Factors Regulating Anthocyanin Synthesis
3. Discussion
4. Materials and Methods
4.1. Plant Materials and Phenotypic Observation
4.2. Targeted Metabolomics Analysis
4.3. Transcriptome Analysis
4.4. RNA Isolation and RT-qPCR Analysis
4.5. Bioinformatics Analysis
4.6. Statistical Analysis
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Fan, Y.; Jin, X.; Wang, M.; Liu, H.; Tian, W.; Xue, Y.; Wang, K.; Li, H.; Wu, Y. Flower morphology, flower color, flowering and floral fragrance in Paeonia L. Front. Plant Sci. 2024, 15, 1467596. [Google Scholar]
- Zhao, D.; Tao, J. Recent advances on the development and regulation of flower color in ornamental plants. Front. Plant Sci. 2015, 6, 261. [Google Scholar] [CrossRef]
- Ai, Y.; Zheng, Q.D.; Wang, M.J.; Xiong, L.W.; Li, P.; Guo, L.T.; Wang, M.Y.; Peng, D.H.; Lan, S.R.; Liu, Z.J. Molecular mechanism of different flower color formation of Cymbidium ensifolium. Plant Mol. Biol. 2023, 113, 193–204. [Google Scholar] [CrossRef]
- Xie, C.; Tian, Q.; Qiu, H.; Wang, R.; Wang, L.; Yue, Y.; Yang, X. Methylation modification in ornamental plants: Impact on floral aroma and color. Int. J. Mol. Sci. 2024, 25, 8267. [Google Scholar] [CrossRef]
- Zhang, L.; Chen, F.; Zhang, X.; Li, Z.; Zhao, Y.; Lohaus, R.; Chang, X.; Dong, W.; Ho, S.Y.W.; Liu, X.; et al. The water lily genome and the early evolution of flowering plants. Nature 2020, 577, 79–84. [Google Scholar] [CrossRef] [PubMed]
- Liu, Q.; Li, S.; Li, T.; Wei, Q.; Zhang, Y. The characterization of R2R3-MYB genes in water lily Nymphaea colorata reveals the involvement of NcMYB25 in regulating anthocyanin synthesis. Plants 2024, 13, 2990. [Google Scholar] [CrossRef]
- Hu, X.; Liang, Z.; Sun, T.; Huang, L.; Wang, Y.; Chan, Z.; Xiang, L. The R2R3-MYB transcriptional repressor TgMYB4 negatively regulates anthocyanin biosynthesis in tulips (Tulipa gesneriana L.). Int. J. Mol. Sci. 2024, 25, 563. [Google Scholar] [CrossRef]
- Alappat, B.; Alappat, J. Anthocyanin pigments: Beyond aesthetics. Molecules 2020, 25, 5500. [Google Scholar] [CrossRef]
- Zhao, Y.; Jiang, C.; Lu, J.; Sun, Y.; Cui, Y. Research progress of proanthocyanidins and anthocyanidins. Phytother. Res. 2023, 37, 2552–2577. [Google Scholar] [CrossRef]
- Tanaka, Y.; Brugliera, F.; Kalc, G.; Senior, M.; Dyson, B.; Nakamura, N.; Katsumoto, Y.; Chandler, S. Flower color modification by engineering of the flavonoid biosynthetic pathway: Practical perspectives. Biosci. Biotechnol. Biochem. 2010, 74, 1760–1769. [Google Scholar] [CrossRef] [PubMed]
- Liu, W.; Feng, Y.; Yu, S.; Fan, Z.; Li, X.; Li, J.; Yin, H. The flavonoid biosynthesis network in plants. Int. J. Mol. Sci. 2021, 22, 12824. [Google Scholar] [CrossRef]
- Yan, H.; Pei, X.; Zhang, H.; Li, X.; Zhang, X.; Zhao, M.; Chiang, V.L.; Sederoff, R.R.; Zhao, X. MYB-mediated regulation of anthocyanin biosynthesis. Int. J. Mol. Sci. 2021, 22, 3103. [Google Scholar] [CrossRef]
- Ramsay, N.A.; Glover, B.J. MYB-bHLH-WD40 protein complex and the evolution of cellular diversity. Trends Plant Sci. 2005, 10, 63–70. [Google Scholar] [CrossRef]
- Zhao, L.; Gao, L.; Wang, H.; Chen, X.; Wang, Y.; Yang, H.; Wei, C.; Wan, X.; Xia, T.J.F. The R2R3-MYB, bHLH, WD40, and related transcription factors in flavonoid biosynthesis. Funct. Integr. Genom. 2013, 13, 75–98. [Google Scholar] [CrossRef] [PubMed]
- Liu, Q.; Zhao, Y.; Wang, Y.; Wei, Q.; Zhang, Y.; Li, S. Comprehensive genome-wide analysis of bHLH family genes in Nymphaea colorata and molecular characterization of NcTT8. BMC Plant Biol. 2025, 25, 878. [Google Scholar] [CrossRef] [PubMed]
- Liu, Y.; Ma, K.; Qi, Y.; Lv, G.; Ren, X.; Liu, Z.; Ma, F. Transcriptional regulation of anthocyanin synthesis by MYB-bHLH-WDR complexes in kiwifruit (Actinidia chinensis). J. Agric. Food Chem. 2021, 69, 3677–3691. [Google Scholar] [CrossRef]
- Qi, T.; Song, S.; Ren, Q.; Wu, D.; Huang, H.; Chen, Y.; Fan, M.; Peng, W.; Ren, C.; Xie, D. The Jasmonate-ZIM-domain proteins interact with the WD-Repeat/bHLH/MYB complexes to regulate Jasmonate-mediated anthocyanin accumulation and trichome initiation in Arabidopsis thaliana. Plant Cell 2011, 23, 1795–1814. [Google Scholar] [CrossRef]
- Zuluaga, D.L.; Gonzali, S.; Loreti, E.; Pucciariello, C.; Degl’Innocenti, E.; Guidi, L.; Alpi, A.; Perata, P. Arabidopsis thaliana MYB75/PAP1 transcription factor induces anthocyanin production in transgenic tomato plants. Funct. Plant Biol. 2008, 35, 606–618. [Google Scholar] [CrossRef]
- Kreynes, A.E.; Yong, Z.; Liu, X.-M.; Wong, D.C.J.; Castellarin, S.D.; Ellis, B.E. Biological impacts of phosphomimic AtMYB75. Planta 2020, 251, 60. [Google Scholar] [CrossRef] [PubMed]
- Li, Z.; Ahammed, G.J. Hormonal regulation of anthocyanin biosynthesis for improved stress tolerance in plants. Plant Physiol. Biochem. 2023, 201, 107835. [Google Scholar] [CrossRef]
- Li, T.; Jia, K.-P.; Lian, H.-L.; Yang, X.; Li, L.; Yang, H.-Q. Jasmonic acid enhancement of anthocyanin accumulation is dependent on phytochrome a signaling pathway under far-red light in Arabidopsis. Biochem. Biophys. Res. Commun. 2014, 454, 78–83. [Google Scholar] [CrossRef]
- Zhang, Z.; Chen, C.; Jiang, C.; Lin, H.; Zhao, Y.; Guo, Y. VvWRKY5 positively regulates wounding-induced anthocyanin accumulation in grape by interplaying with VvMYBA1 and promoting jasmonic acid biosynthesis. Hortic. Res. 2024, 11, uhae083. [Google Scholar] [CrossRef]
- Wang, S.; Li, L.-X.; Fang, Y.; Li, D.; Mao, Z.; Zhu, Z.; Chen, X.-S.; Feng, S.-Q. MdERF1B–MdMYC2 module integrates ethylene and jasmonic acid to regulate the biosynthesis of anthocyanin in apple. Hortic. Res. 2022, 9, uhac142. [Google Scholar] [CrossRef] [PubMed]
- Ju, Y.-L.; Liu, M.; Zhao, H.; Meng, J.-F.; Fang, Y.-L. Effect of exogenous abscisic acid and methyl jasmonate on anthocyanin composition, fatty acids, and volatile compounds of cabernet sauvignon (Vitis vinifera L.) grape berries. Molecules 2016, 21, 1354. [Google Scholar] [CrossRef] [PubMed]
- An, J.P.; Xu, R.R.; Wang, X.N.; Zhang, X.W.; You, C.X.; Han, Y. MdbHLH162 connects the gibberellin and jasmonic acid signals to regulate anthocyanin biosynthesis in apple. J. Integr. Plant Biol. 2024, 66, 265–284. [Google Scholar] [CrossRef] [PubMed]
- Yoshida, K.; Miki, N.; Momonoi, K.; Kawachi, M.; Katou, K.; Okazaki, Y.; Uozumi, N.; Maeshima, M.; Kondo, T. Synchrony between flower opening and petal-color change from red to blue in morning glory, Ipomoea tricolor cv. Heavenly Blue. Proc. Jpn. Acad. B 2009, 85, 187–197. [Google Scholar] [CrossRef]
- Yoshida, K.; Kawachi, M.; Mori, M.; Maeshima, M.; Kondo, M.; Nishimura, M.; Kondo, T. The involvement of tonoplast proton pumps and Na+(K+)/H+ exchangers in the change of petal color during flower opening of morning glory, Ipomoea tricolor cv. Heavenly blue. Plant Cell Physiol. 2005, 46, 407–415. [Google Scholar] [CrossRef]
- Zhu, Z.; Zeng, X.; Shi, X.; Ma, J.; Liu, X.; Li, Q. Transcription and metabolic profiling analysis of three discolorations in a day of Hibiscus mutabilis. Biology 2023, 12, 1115. [Google Scholar] [CrossRef]
- Yang, Y.; Liu, X.; Shi, X.; Ma, J.; Zeng, X.; Zhu, Z.; Li, F.; Zhou, M.; Guo, X.; Liu, X. A high-quality, chromosome-level genome provides insights into determinate flowering time and color of cotton rose (Hibiscus mutabilis). Front. Plant Sci. 2022, 13, 818206. [Google Scholar] [CrossRef]
- Wu, Q.; Li, P.C.; Zhang, H.J.; Feng, C.Y.; Li, S.S.; Yin, D.D.; Tian, J.; Xu, W.Z.; Wang, L.S. Relationship between the flavonoid composition and flower colour variation in Victoria. Plant Biol. 2018, 20, 674–681. [Google Scholar] [CrossRef]
- Wen, X.; Liang, Y.; Shan, H.; Chang, X.; Song, X.; Shen, S.; Fu, Y.; Chen, D.; Chen, F.; Li, Y.; et al. The genome of giant waterlily provides insights into the origin of angiosperms, leaf gigantism, and stamen function innovation. Plant Commun. 2025, 6, 101342. [Google Scholar] [CrossRef] [PubMed]
- Yang, G.; Wei, J.; Wu, Y.; Chen, S.; Yu, C.; Zhu, Y.; Lin, Z.; Lv, H.; Chen, Y. Comprehensive study of non-volatile and volatile metabolites in five water lily species and varieties (Nymphaea spp.) using widely targeted metabolomics. Beverage Plant Res. 2024, 4, e012. [Google Scholar] [CrossRef]
- Zhou, X.; Wang, X.; Wei, H.; Zhang, H.; Wu, Q.; Wang, L. Integrative analysis of transcriptome and target metabolites uncovering flavonoid biosynthesis regulation of changing petal colors in Nymphaea ‘Feitian 2’. BMC Plant Biol. 2024, 24, 370. [Google Scholar] [CrossRef] [PubMed]
- Parrish, S.B.; Paudel, D.; Deng, Z. Transcriptome analysis of Lantana camara flower petals reveals candidate anthocyanin biosynthesis genes mediating red flower color development. G3 Genes Genomes Genet. 2023, 14, jkad259. [Google Scholar] [CrossRef]
- Ye, L.J.; Möller, M.; Luo, Y.H.; Zou, J.Y.; Zheng, W.; Wang, Y.H.; Liu, J.; Zhu, A.D.; Hu, J.Y.; Li, D.Z.; et al. Differential expressions of anthocyanin synthesis genes underlie flower color divergence in a sympatric Rhododendron sanguineum complex. BMC Plant Biol. 2021, 21, 204. [Google Scholar] [CrossRef] [PubMed]
- Liu, X.F.; Teng, R.; Xiang, L.; Li, F.; Chen, K. Sucrose-delaying flower color fading associated with delaying anthocyanin accumulation decrease in cut chrysanthemum. PeerJ 2023, 11, e16520. [Google Scholar] [CrossRef]
- Zhao, D.; Jiang, Y.; Ning, C.; Meng, J.; Lin, S.; Ding, W.; Tao, J. Transcriptome sequencing of a chimaera reveals coordinated expression of anthocyanin biosynthetic genes mediating yellow formation in herbaceous peony (Paeonia lactiflora Pall.). BMC Genom. 2014, 15, 689. [Google Scholar] [CrossRef]
- Schwinn, K.E.; Ngo, H.; Kenel, F.; Brummell, D.A.; Albert, N.W.; McCallum, J.A.; Pither-Joyce, M.; Crowhurst, R.N.; Eady, C.; Davies, K.M. The onion (Allium cepa L.) R2R3-MYB gene myb1 regulates anthocyanin biosynthesis. Front. Plant Sci. 2016, 7, 1865. [Google Scholar] [CrossRef]
- Li, W.; Ding, Z.; Ruan, M.; Yu, X.; Peng, M.; Liu, Y. Kiwifruit R2R3-MYB transcription factors and contribution of the novel AcMYB75 to red kiwifruit anthocyanin biosynthesis. Sci. Rep. 2017, 7, 16861. [Google Scholar] [CrossRef]
- Xie, T.; Zan, X.; Chen, X.; Zhu, H.; Rong, H.; Wang, Y.; Jiang, J. An R3-MYB repressor, BnCPC forms a feedback regulation with MBW complex to modulate anthocyanin biosynthesis in Brassica napus. Biotechnol. Biofuels Bioprod. 2022, 15, 133. [Google Scholar] [CrossRef]
- Qin, L.; Sun, L.; Wei, L.; Yuan, J.; Kong, F.; Zhang, Y.; Miao, X.; Xia, G.; Liu, S. Maize SRO1e represses anthocyanin synthesis through regulating the MBW complex in response to abiotic stress. Plant J. 2021, 105, 1010–1025. [Google Scholar] [CrossRef]
- Chen, L.; Cui, Y.; Yao, Y.; An, L.; Bai, Y.; Li, X.; Yao, X.; Wu, K. Genome-wide identification of WD40 transcription factors and their regulation of the MYB-bHLH-WD40 (MBW) complex related to anthocyanin synthesis in Qingke (Hordeum vulgare L. var. nudum Hook. f.). BMC Genom. 2023, 24, 166. [Google Scholar] [CrossRef]
- Chen, W.; Gong, L.; Guo, Z.; Wang, W.; Zhang, H.; Liu, X.; Yu, S.; Xiong, L.; Luo, J. A novel integrated method for large-scale detection, identification, and quantification of widely targeted metabolites: Application in the study of rice metabolomics. Mol. Plant 2013, 6, 1769–1780. [Google Scholar] [CrossRef]
- Wishart, D.S.; Jewison, T.; Guo, A.C.; Wilson, M.; Knox, C.; Liu, Y.; Djoumbou, Y.; Mandal, R.; Aziat, F.; Dong, E.; et al. HMDB 3.0--The Human Metabolome Database in 2013. Nucleic Acids Res. 2013, 41, D801–D807. [Google Scholar] [CrossRef]
- Zhu, Z.-J.; Schultz, A.W.; Wang, J.; Johnson, C.H.; Yannone, S.M.; Patti, G.J.; Siuzdak, G. Liquid chromatography quadrupole time-of-flight mass spectrometry characterization of metabolites guided by the METLIN database. Nat. Protoc. 2013, 8, 451–460. [Google Scholar] [CrossRef] [PubMed]
- Mu, H.; Chen, J.; Huang, W.; Huang, G.; Deng, M.; Hong, S.; Ai, P.; Gao, C.; Zhou, H. OmicShare tools: A zero-code interactive online platform for biological data analysis and visualization. iMeta 2024, 3, e228. [Google Scholar] [CrossRef] [PubMed]
- Chen, S.; Zhou, Y.; Chen, Y.; Gu, J. fastp: An ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 2018, 34, i884–i890. [Google Scholar] [CrossRef]
- Haas, B.J.; Papanicolaou, A.; Yassour, M.; Grabherr, M.; Blood, P.D.; Bowden, J.; Couger, M.B.; Eccles, D.; Li, B.; Lieber, M.; et al. De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nat. Protoc. 2013, 8, 1494–1512. [Google Scholar] [CrossRef] [PubMed]
- Liao, Y.; Smyth, G.K.; Shi, W. featureCounts: An efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics 2014, 30, 923–930. [Google Scholar] [CrossRef]
- Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef]
- Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef] [PubMed]
- Kumar, S.; Stecher, G.; Li, M.; Knyaz, C.; Tamura, K. MEGA X: Molecular evolutionary genetics analysis across computing platforms. Mol. Biol. Evol. 2018, 35, 1547–1549. [Google Scholar] [CrossRef] [PubMed]
- Subramanian, B.; Gao, S.; Lercher, M.J.; Hu, S.; Chen, W.H. Evolview v3: A webserver for visualization, annotation, and management of phylogenetic trees. Nucleic Acids Res. 2019, 47, W270–W275. [Google Scholar] [CrossRef]
- Chen, C.; Wu, Y.; Li, J.; Wang, X.; Zeng, Z.; Xu, J.; Liu, Y.; Feng, J.; Chen, H.; He, Y.; et al. TBtools-II: A “one for all, all for one” bioinformatics platform for biological big-data mining. Mol. Plant 2023, 16, 1733–1742. [Google Scholar] [CrossRef] [PubMed]










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Wei, Q.; Zhou, K.; Fang, M.; Ren, Z.; Li, S.; Zhu, M. Unraveling the Metabolic and Molecular Basis of Floral Pigmentation Shift in Nymphaea atrans. Genes 2026, 17, 442. https://doi.org/10.3390/genes17040442
Wei Q, Zhou K, Fang M, Ren Z, Li S, Zhu M. Unraveling the Metabolic and Molecular Basis of Floral Pigmentation Shift in Nymphaea atrans. Genes. 2026; 17(4):442. https://doi.org/10.3390/genes17040442
Chicago/Turabian StyleWei, Qian, Kaijie Zhou, Mengchao Fang, Zhentao Ren, Shujuan Li, and Ming Zhu. 2026. "Unraveling the Metabolic and Molecular Basis of Floral Pigmentation Shift in Nymphaea atrans" Genes 17, no. 4: 442. https://doi.org/10.3390/genes17040442
APA StyleWei, Q., Zhou, K., Fang, M., Ren, Z., Li, S., & Zhu, M. (2026). Unraveling the Metabolic and Molecular Basis of Floral Pigmentation Shift in Nymphaea atrans. Genes, 17(4), 442. https://doi.org/10.3390/genes17040442

