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利用整合代谢组学和 RNA-seq 分析从三个甘蔗品种的果皮和髓部中发现参与花色苷生物合成的基因。

Discovery of genes involved in anthocyanin biosynthesis from the rind and pith of three sugarcane varieties using integrated metabolic profiling and RNA-seq analysis.

机构信息

Key Laboratory of Ministry of Education for Genetics, Breeding and Multiple Utilization of Crops, National Engineering Research Center of Sugarcane, College of Agriculture, Fujian Agriculture and Forestry University, 350002, Fuzhou, Fuzhou, Fujian Province, P. R. China.

Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, Peking Union Medical College, 100193, Beijing, P. R. China.

出版信息

BMC Plant Biol. 2021 May 12;21(1):214. doi: 10.1186/s12870-021-02986-8.

DOI:10.1186/s12870-021-02986-8
PMID:33980175
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8117289/
Abstract

BACKGROUND

Sugarcane (Saccharum officinarum) is one of the most valuable feedstocks for sugar production. In addition to the production of industrial raw materials such as alcohol, papermaking, the fiber of livestock feed, respectively, sugarcane can produce bioactive compounds such as anthocyanins. Elucidation of the anthocyanin biosynthesis pathway is critical for the molecular breeding of sugarcane varieties with favorable traits. We aimed to identify candidate genes involved in anthocyanin biosynthesis by transcriptomic and metabolomic analyses.

RESULTS

Three varieties of sugarcane displaying different colors were used in this study: FN15 (greed rind), ROC22 (red rind), and Badila (purple rind). Sample materials were subjected to metabolomic analysis using UPLC-Q-TOF/MS and RNA-seq analysis. The metabolomic profiling results showed Cyanidin, Cyanidin (6'-malonylglucoside), Cyanidin O-glucoside, and Peonidin O-glucoside were the main components responsible for the rind color. Then, through RNA-seq analysis, we identified a total of 3137, 3302, 3014 differentially expressed genes (DEGs) between the rind and pith tissues for the corresponding varieties Badila rind, ROC22, and FN15. We then compared the expression levels of genes among the rind tissues from the three varieties. We identified 2901, 2821, and 3071 DEGs between Badila rind vs. ROC22 rind, Badila rind vs. FN15 rind, ROC22 rind vs. FN15 rind, respectively. We identified two enriched pathways, including phenylpropanoid biosynthesis and flavonoid biosynthesis. Sequencing similarity search identified a total of 50 unigenes belonging to 15 enzyme families as putative genes involved in anthocyanin biosynthesis in sugarcane rind. Seven of them were identified as candidate genes related to anthocyanin biosynthesis in the rind of sugarcane through co-localization analysis with the anthocyanin content in sugarcane. In total, 25 unigenes were selected and subjected to RT-qPCR analysis, and qRT-PCR results were consistent with those obtained with the RNA-Seq experiments.

CONCLUSIONS

We proposed a pathway for anthocyanin biosynthesis in sugarcane rind. This is the first report on the biosynthesis of anthocyanin in sugarcane using the combined transcriptomic and metabolomic methods. The results obtained from this study will lay the foundation for breeding purple pith sugarcane varieties with high anthocyanin contents.

摘要

背景

甘蔗(Saccharum officinarum)是生产糖的最有价值的原料之一。除了生产工业原料如酒精、造纸、牲畜饲料纤维外,甘蔗还可以产生花色苷等生物活性化合物。阐明花色苷生物合成途径对于具有优良性状的甘蔗品种的分子育种至关重要。我们旨在通过转录组和代谢组分析鉴定花色苷生物合成相关的候选基因。

结果

本研究使用三种颜色不同的甘蔗品种:FN15(绿色皮)、ROC22(红色皮)和 Badila(紫色皮)。使用 UPLC-Q-TOF/MS 和 RNA-seq 分析对样品材料进行代谢组分析。代谢组学分析结果表明,矢车菊素、矢车菊素(6'-丙二酰葡萄糖苷)、矢车菊素 O-葡萄糖苷和芍药素 O-葡萄糖苷是导致皮色的主要成分。然后,通过 RNA-seq 分析,我们在相应品种 Badila 皮、ROC22 和 FN15 的皮与髓组织之间总共鉴定出 3137、3302 和 3014 个差异表达基因(DEGs)。然后,我们比较了三个品种的皮组织之间的基因表达水平。我们在 Badila 皮与 ROC22 皮、Badila 皮与 FN15 皮、ROC22 皮与 FN15 皮之间分别鉴定出 2901、2821 和 3071 个 DEGs。我们鉴定出两个富集途径,包括苯丙素生物合成和黄酮类生物合成。测序相似性搜索共鉴定出 50 个属于 15 种酶家族的 unigenes,它们可能是甘蔗皮花色苷生物合成相关的基因。其中 7 个通过与甘蔗皮花色苷含量的共定位分析被鉴定为与甘蔗皮花色苷生物合成相关的候选基因。总共选择了 25 个 unigenes进行 RT-qPCR 分析,qRT-PCR 结果与 RNA-Seq 实验一致。

结论

我们提出了一个甘蔗皮花色苷生物合成途径。这是首次使用转录组和代谢组联合方法研究甘蔗花色苷的生物合成。本研究的结果将为培育高花色苷含量的紫色髓甘蔗品种奠定基础。

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本文引用的文献

1
TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data.TBtools:一个用于生物大数据交互式分析的集成工具包。
Mol Plant. 2020 Aug 3;13(8):1194-1202. doi: 10.1016/j.molp.2020.06.009. Epub 2020 Jun 23.
2
CBFs Function in Anthocyanin Biosynthesis by Interacting with MYB113 in Eggplant (Solanum melongena L.).CBFs 在茄子(Solanum melongena L.)中通过与 MYB113 互作调控花色苷生物合成的功能
Plant Cell Physiol. 2020 Feb 1;61(2):416-426. doi: 10.1093/pcp/pcz209.
3
Sorghum 3-Deoxyanthocyanidin Flavonoids Confer Resistance against Corn Leaf Aphid.
转录组和代谢组分析揭示了杨树()品种中花青素相关叶片颜色变异的分子机制。
Front Plant Sci. 2023 Feb 24;14:1103468. doi: 10.3389/fpls.2023.1103468. eCollection 2023.
4
Global Responses of Autopolyploid Sugarcane Badila ( L.) to Drought Stress Based on Comparative Transcriptome and Metabolome Profiling.基于比较转录组和代谢组分析的自交多倍体甘蔗 Badila(L.)对干旱胁迫的全球响应。
Int J Mol Sci. 2023 Feb 14;24(4):3856. doi: 10.3390/ijms24043856.
5
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Int J Mol Sci. 2022 Nov 11;23(22):13908. doi: 10.3390/ijms232213908.
6
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Int J Mol Sci. 2022 Aug 27;23(17):9737. doi: 10.3390/ijms23179737.
7
Integrated Metabolomics and Transcriptome Analyses Unveil Pathways Involved in Sugar Content and Rind Color of Two Sugarcane Varieties.整合代谢组学和转录组分析揭示两个甘蔗品种糖分含量和果皮颜色相关的途径
Front Plant Sci. 2022 Jun 16;13:921536. doi: 10.3389/fpls.2022.921536. eCollection 2022.
8
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高粱3-脱氧花青素类黄酮赋予对玉米叶蚜的抗性。
J Chem Ecol. 2019 Jun;45(5-6):502-514. doi: 10.1007/s10886-019-01062-8. Epub 2019 Mar 26.
4
Visual Assay for Gene Editing Using a CRISPR/Cas9 System in Carrot Cells.利用CRISPR/Cas9系统在胡萝卜细胞中进行基因编辑的可视化检测
Methods Mol Biol. 2019;1917:203-215. doi: 10.1007/978-1-4939-8991-1_15.
5
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J Exp Bot. 2018 Nov 26;69(22):5444-5459. doi: 10.1093/jxb/ery305.
6
Browning Index of Anthocyanin-Rich Fruit Juice Depends on pH and Anthocyanin Loss More Than the Gain of Soluble Polymeric Pigments.富含花色苷果汁的褐变指数取决于 pH 值和花色苷的损失,而不是可溶性聚合色素的增加。
J Food Sci. 2018 Apr;83(4):911-921. doi: 10.1111/1750-3841.14106. Epub 2018 Mar 25.
7
Anthocyanins inhibit high glucose-induced renal tubular cell apoptosis caused by oxidative stress in db/db mice.花色苷通过抑制氧化应激抑制 db/db 小鼠高糖诱导的肾小管细胞凋亡。
Int J Mol Med. 2018 Mar;41(3):1608-1618. doi: 10.3892/ijmm.2018.3378. Epub 2018 Jan 10.
8
Understanding the molecular mechanisms underlying the effects of light intensity on flavonoid production by RNA-seq analysis in Epimedium pseudowushanense B.L.Guo.通过对巫山淫羊藿进行RNA测序分析,了解光强对黄酮类化合物产生影响的分子机制。
PLoS One. 2017 Aug 7;12(8):e0182348. doi: 10.1371/journal.pone.0182348. eCollection 2017.
9
MEGA7: Molecular Evolutionary Genetics Analysis Version 7.0 for Bigger Datasets.MEGA7:适用于更大数据集的分子进化遗传学分析版本7.0
Mol Biol Evol. 2016 Jul;33(7):1870-4. doi: 10.1093/molbev/msw054. Epub 2016 Mar 22.
10
Recent advances on the development and regulation of flower color in ornamental plants.观赏植物花色发育与调控的研究进展
Front Plant Sci. 2015 Apr 27;6:261. doi: 10.3389/fpls.2015.00261. eCollection 2015.