Abstract
Anthocyanins are natural pigments and play significant roles in multiple growth, development, and stress response processes in plants. The vegetables with high anthocyanin content have better colours, higher antioxidant activity than green vegetables and are potent antioxidants with health benefits. However, the mechanism of anthocyanin accumulation in purple and green leaves of Raphanus sativus (radish) is poorly understood and needs further investigation. In the present study, the pigment content in a green leaf cultivar “RA9” and a purple-leaf cultivar “MU17” was characterized and revealed that the MU17 had significantly increased accumulation of anthocyanins and reduced content of chlorophyll and carotenoid compared with that in RA9. Meanwhile, these two cultivars were subjected to a combination of metabolomic and transcriptome studies. A total of 52 massively content-changed metabolites and 3463 differentially expressed genes were discovered in MU17 compared with RA9. In addition, the content of significantly increased flavonoids (such as pelargonidin and cyanidin) was identified in MU17 compared to RA9 using an integrated analysis of metabolic and transcriptome data. Moreover, the quantitative real-time polymerase chain reaction results also confirmed the differences in the expression of genes related to pathways of flavonoids and anthocyanin metabolism in MU17 leaves. The present findings provide valuable information for anthocyanin metabolism and further genetic manipulation of anthocyanin biosynthesis in radish leaves.
Similar content being viewed by others
Data availability
The RNA-seq raw data for the current study were deposited in the National Genomics Data Center (https://ngdc.cncb.ac.cn/gsa/browse/CRA008485) under accession ID CRA008485.
References
An XH, Tian Y, Chen KQ, Wang XF, Hao YJ (2012) The apple WD40 protein MdTTG1 interacts with bHLH but not MYB proteins to regulate anthocyanin accumulation. J Plant Physiol 169(7):710–717. https://doi.org/10.1016/j.jplph.2012.01.015
Arnon DI (1949) Copper enzymes in isolated chloroplasts. Polyphenoloxidase in Beta vulgaris. Plant Physiol 24(1):1–15. https://doi.org/10.1104/pp.24.1.1
Bai Q, Duan B, Ma J, Fen Y, Sun S, Long Q, Lv J, Wan D (2019) Coexpression of PalbHLH1 and PalMYB90 genes from populus alba enhances pathogen resistance in poplar by increasing the flavonoid content. Front Plant Sci 10:1772. https://doi.org/10.3389/fpls.2019.01772
Butelli E, Titta L, Giorgio M, Mock HP, Matros A, Peterek S, Schijlen EGWM, Hall RD, Bovy AG, Luo J, Martin C (2008) Enrichment of tomato fruit with health-promoting anthocyanins by expression of select transcription factors. Nat Biotechnol 26(11):1301–1308. https://doi.org/10.1038/nbt.1506
Crowe FL, Roddam AW, Key TJ, Appleby PN, Overvad K, Jakobsen MU et al (2011) Fruit and vegetable intake and mortality from ischaemic heart disease: results from the European Prospective Investigation into Cancer and Nutrition (EPIC)-Heart study. Eur Heart J 32(10):1235–1243. https://doi.org/10.1093/eurheartj/ehq465
Gonzalez A, Zhao M, Leavitt JM, Lloyd AM (2008) Regulation of the anthocyanin biosynthetic pathway by the TTG1/bHLH/Myb transcriptional complex in Arabidopsis seedlings. Plant J 53(5):814–827. https://doi.org/10.1111/j.1365-313X.2007.03373.x
Gotz S, Garcia-Gomez JM, Terol J, Williams TD, Nagaraj SH, Nueda MJ, Robles M, Talon M, Dopazo J, Conesa A (2008) High-throughput functional annotation and data mining with the Blast2GO suite. Nucleic Acids Res 36(10):3420–3435. https://doi.org/10.1093/nar/gkn176
Gou JY, Felippes FF, Liu CJ, Weigel D, Wang JW (2011) Negative regulation of anthocyanin biosynthesis in arabidopsis by a miR156-targeted SPL transcription factor. Plant Cell 23(4):1512–1522. https://doi.org/10.1105/tpc.111.084525
Grotewold E (2006) The genetics and biochemistry of floral pigments. Annu Rev Plant Biol 57:761–780. https://doi.org/10.1146/annurev.arplant.57.032905.105248
Guo N, Cheng F, Wu J, Liu B, Zheng SN, Liang JL, Wang XW (2014) Anthocyanin biosynthetic genes in Brassica rapa. BMC Genomics. https://doi.org/10.1186/1471-2164-15-426
Harborne JB, Williams CA (2000) Advances in flavonoid research since 1992. Phytochemistry 55:481–5046
He JA, Giusti MM (2010) Anthocyanins: natural colorants with health-promoting properties. Annu Rev Food Sci T 1:163–187. https://doi.org/10.1146/annurev.food.080708.100754
He Q, Wu JQ, Xue YH, Zhao WB, Li R, Zhang LG (2020) The novel gene BrMYB2, located on chromosome A07, with a short intron 1 controls the purple-head trait of Chinese cabbage (Brassica rapa L.). Hortic Res-Engl. https://doi.org/10.1038/s41438-020-0319-z
Hichri I, Barrieu F, Bogs J, Kappel C, Delrot S, Lauvergeat V (2011) Recent advances in the transcriptional regulation of the flavonoid biosynthetic pathway. J Exp Bot 62(8):2465–2483. https://doi.org/10.1093/jxb/erq442
Jaakola L (2013) New insights into the regulation of anthocyanin biosynthesis in fruits. Trends Plant Sci 18(9):477–483. https://doi.org/10.1016/j.tplants.2013.06.003
Jaakola L, Poole M, Jones MO, Kamarainen-Karppinen T, Koskimaki JJ, Hohtola A, Haggman H, Fraser PD, Manning K, King GJ, Thomson H, Seymour GB (2010) A SQUAMOSA MADS box gene involved in the regulation of anthocyanin accumulation in bilberry fruits. Plant Physiol 153(4):1619–1629. https://doi.org/10.1104/pp.110.158279
Kim N, Jeong YM, Jeong S, Kim GB, Baek S, Kwon YE et al (2016) Identification of candidate domestication regions in the radish genome based on high-depth resequencing analysis of 17 genotypes. TAG Theor Appl Genet 129:1797–1814. https://doi.org/10.1007/s00122-016-2741-z
Koes R, Verweij W, Quattrocchio F (2005) Flavonoids: a colorful model for the regulation and evolution of biochemical pathways. Trends Plant Sci 10(5):236–242. https://doi.org/10.1016/j.tplants.2005.03.002
Li GL, Lin ZM, Zhang H, Liu ZH, Xu YQ, Xu GC, Li HW, Ji RC, Luo WB, Qiu YX, Qiu SX, Tang H (2019) Anthocyanin accumulation in the leaves of the purple sweet potato (Ipomoea batatas L.) cultivars. Molecules. https://doi.org/10.3390/Molecules24203743
Li Y, Chen QY, Xie XD, Cai Y, Li JF, Feng YL, Zhang YJ (2020) Integrated metabolomics and transcriptomics analyses reveal the molecular mechanisms underlying the accumulation of anthocyanins and other flavonoids in cowpea pod (Vigna unguiculata L.). J Agric Food Chem 68(34):9260–9275. https://doi.org/10.1021/acs.jafc.0c01851
Liu CY, Long JM, Zhu KJ, Liu LL, Yang W, Zhang HY, Li L, Xu Q, Deng XX (2016) Characterization of a citrus R2R3-MYB transcription factor that regulates the flavonol and hydroxycinnamic acid biosynthesis. Sci Rep 6:25352. https://doi.org/10.1038/Srep25352
Mink PJ, Scrafford CG, Barraj LM, Harnack L, Hong CP, Nettleton JA, Jacobs DR Jr (2007) Flavonoid intake and cardiovascular disease mortality: a prospective study in postmenopausal women. Am J Clin Nutr 85(3):895–909. https://doi.org/10.1093/ajcn/85.3.895
Mitsui Y, Shimomura M, Komatsu K, Namiki N, Shibata-Hatta M, Imai M et al (2015) The radish genome and comprehensive gene expression profile of tuberous root formation and development. Sci Rep 5:10835. https://doi.org/10.1038/srep10835
Muleke EM, Fan LX, Wang Y, Xu L, Zhu XW, Zhang W, Cao Y, Karanja BK, Liu LW (2017) Coordinated regulation of anthocyanin biosynthesis genes confers varied phenotypic and spatial-temporal anthocyanin accumulation in radish (Raphanus sativus L). Front Plant Sci. https://doi.org/10.3389/Fpls.2017.01243
Nabavi SM, Samec D, Tomczyk M, Milella L, Russo D, Habtemariam S et al (2020) Flavonoid biosynthetic pathways in plants: versatile targets for metabolic engineering. Biotechnol Adv 38:107316. https://doi.org/10.1016/j.biotechadv.2018.11.005
Nakabayashi R, Yonekura-Sakakibara K, Urano K, Suzuki M, Yamada Y, Nishizawa T et al (2014) Enhancement of oxidative and drought tolerance in Arabidopsis by overaccumulation of antioxidant flavonoids. Plant J 77(3):367–379. https://doi.org/10.1111/tpj.12388
Niu SS, Xu CJ, Zhang WS, Zhang B, Li X, Lin-Wang K, Ferguson IB, Allan AC, Chen KS (2010) Coordinated regulation of anthocyanin biosynthesis in Chinese bayberry (Myrica rubra) fruit by a R2R3 MYB transcription factor. Planta 231(4):887–899. https://doi.org/10.1007/s00425-009-1095-z
Passeri V, Koes R, Quattrocchio FM (2016) New challenges for the design of high value plant products: stabilization of anthocyanins in plant vacuoles. Front Plant Sci 7:153. https://doi.org/10.3389/fpls.2016.00153
Petroni K, Tonelli C (2011) Recent advances on the regulation of anthocyanin synthesis in reproductive organs. Plant Sci 181(3):219–229. https://doi.org/10.1016/j.plantsci.2011.05.009
Schaart JG, Dubos C, De La Fuente IR, van Houwelingen AMML, de Vos RCH, Jonker HH, Xu WJ, Routaboul JM, Lepiniec L, Bovy AG (2013) Identification and characterization of MYB-bHLH-WD40 regulatory complexes controlling proanthocyanidin biosynthesis in strawberry (Fragaria x ananassa) fruits. New Phytol 197(2):454–467. https://doi.org/10.1111/nph.12017
Shirley B (1996) Flavonoid biosynthesis: ‘new’ functions for an ‘old’ pathway. Trends Plant 1:377–382
Steyn WJ, Wand SJE, Holcroft DM, Jacobs G (2002) Anthocyanins in vegetative tissues: a proposed unified function in photoprotection. New Phytol 155(3):349–361. https://doi.org/10.1046/j.1469-8137.2002.00482.x
Tang B, Li L, Hu Z, Chen Y, Tan T, Jia Y, Xie Q, Chen G (2020) Anthocyanin accumulation and transcriptional regulation of anthocyanin biosynthesis in purple pepper. J Agric Food Chem 68(43):12152–12163. https://doi.org/10.1021/acs.jafc.0c02460
Toufektsian MC, Lorgeril M, Nagy N, Salen P, Donati MB, Giordano L et al (2008) Chronic dietary intake of plant-derived anthocyanins protects the rat heart against ischemia-reperfusion injury. J Nutr 138(4):747–752
Vis U (2001) Chlorophylls and carotenoids: measurement and characterization by UV-VIS spectroscopy. Curr Protoc Food Anal Chem (CPFA) 1:F4-3
Vogt T (2010) Phenylpropanoid biosynthesis. Mol Plant 3(1):2–20. https://doi.org/10.1093/mp/ssp106
Wang Y, Shen H, Xu L, Zhu X, Li C, Zhang W, Xie Y, Gong Y, Liu L (2015) Transport, ultrastructural localization, and distribution of chemical forms of lead in radish (Raphanus sativus L.). Front Plant Sci 6:293. https://doi.org/10.3389/fpls.2015.00293
Yang F, Dong X, Ma F, Xu F, Liu J, Lu J, Li C, Bu R, Xue P (2020) The interventional effects of Tubson-2 Decoction on ovariectomized rats as determined by a combination of network pharmacology and metabolomics. Front Pharmacol 11:581991. https://doi.org/10.3389/fphar.2020.581991
Zhang YJ, Chen GP, Dong TT, Pan Y, Zhao ZP, Tian SB, Hu ZL (2014) Anthocyanin accumulation and transcriptional regulation of anthocyanin biosynthesis in purple bok-choy (Brassica rapa var. chinensis). J Agric Food Chem 62(51):12366–12376. https://doi.org/10.1021/jf503453e
Zhang Y, Li Y, Li W, Hu Z, Yu X, Tu Y, Zhang M, Huang J, Chen G (2019) Metabolic and molecular analysis of nonuniform anthocyanin pigmentation in tomato fruit under high light. Hortic Res 6:56. https://doi.org/10.1038/s41438-019-0138-2
Zhang X, Liu T, Wang J, Wang P, Qiu Y, Zhao W, Pang S, Li X, Wang H, Song J, Zhang W, Yang W, Sun Y (2021) Pan-genome of Raphanus highlights genetic variation and introgression among domesticated, wild and weedy radishes. Mol Plant. https://doi.org/10.1016/j.molp.2021.08.005
Zhao L, Gao LP, Wang HX, Chen XT, Wang YS, Yang H, Wei CL, Wan XC, Xia T (2013) The R2R3-MYB, bHLH, WD40, and related transcription factors in flavonoid biosynthesis. Funct Integr Genomic 13(1):75–98. https://doi.org/10.1007/s10142-012-0301-4
Zheng X, Koopmann B, von Tiedemann A (2019) Role of salicylic acid and components of the phenylpropanoid pathway in basal and cultivar-related resistance of oilseed rape (Brassica napus) to Verticillium longisporum. Plants (Basel). https://doi.org/10.3390/plants8110491
Acknowledgements
This work was supported by the National Natural Science Foundation of China (No. 4111800096); Nanchong applied technology research and development program (No. 20YFZJ0076); Nanchong research and development Project (No. 21YFZJ0041); The funds for the talents introduction program of Guizhou University of China (No. (2020)40).
Author information
Authors and Affiliations
Contributions
Conceptualization, QP and LZ; Funding acquisition, QP and LZ; Investigation, QP, ZH and LZ; Project administration, CX and PY; Software, SS; Writing—original draft, QP; Writing—review and editing, LZ.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Consent to participate
All authors have agreed to participate in the manuscript.
Consent for publication
All authors have agreed to publish the manuscript.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Pu, Q., He, Z., Xiang, C. et al. Integration of metabolome and transcriptome analyses reveals the mechanism of anthocyanin accumulation in purple radish leaves. Physiol Mol Biol Plants 28, 1799–1811 (2022). https://doi.org/10.1007/s12298-022-01245-w
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12298-022-01245-w