• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

通过联合从头转录组学和代谢组学揭示白色和紫色西藏青稞(Hordeum vulgare L. var. nudum Hook. f.)中花色苷的积累和调控。

Accumulation and regulation of anthocyanins in white and purple Tibetan Hulless Barley (Hordeum vulgare L. var. nudum Hook. f.) revealed by combined de novo transcriptomics and metabolomics.

机构信息

Qinghai University, Xining, 810016, China.

Qinghai Academy of Agricultural and Forestry Sciences, Xining, 810016, China.

出版信息

BMC Plant Biol. 2022 Aug 4;22(1):391. doi: 10.1186/s12870-022-03699-2.

DOI:10.1186/s12870-022-03699-2
PMID:35922757
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9351122/
Abstract

BACKGROUND

Colored barley, which may have associated human health benefits, is more desirable than the standard white variety, but the metabolites and molecular mechanisms underlying seedcoat coloration remain unclear.

RESULTS

Here, the development of Tibetan hulless barley was monitored, and 18 biological samples at 3 seedcoat color developmental stages were analyzed by transcriptomic and metabolic assays in Nierumuzha (purple) and Kunlun10 (white). A total of 41 anthocyanin compounds and 4186 DEGs were identified. Then we constructed the proanthocyanin-anthocyanin biosynthesis pathway of Tibetan hulless barley, including 19 genes encoding structural enzymes in 12 classes (PAL, C4H, 4CL, CHS, CHI, F3H, F3'H, DFR, ANS, ANR, GT, and ACT). 11 DEGs other than ANR were significantly upregulated in Nierumuzha as compared to Kunlun10, leading to high levels of 15 anthocyanin compounds in this variety (more than 25 times greater than the contents in Kunlun10). ANR was significantly upregulated in Kunlun10 as compared to Nierumuzha, resulting in higher contents of three anthocyanins compounds (more than 5 times greater than the contents in Nierumuzha). In addition, 22 TFs, including MYBs, bHLHs, NACs, bZips, and WD40s, were significantly positively or negatively correlated with the expression patterns of the structural genes. Moreover, comparisons of homologous gene sequences between the two varieties identified 61 putative SNPs in 13 of 19 structural genes. A nonsense mutation was identified in the coding sequence of the ANS gene in Kunlun10. This mutation might encode a nonfunctional protein, further reducing anthocyanin accumulation in Kunlun10. Then we identified 3 modules were highly specific to the Nierumuzha (purple) using WGCNA. Moreover, 12 DEGs appeared both in the putative proanthocyanin-anthocyanin biosynthesis pathway and the protein co-expression network were obtained and verified.

CONCLUSION

Our study constructed the proanthocyanin-anthocyanin biosynthesis pathway of Tibetan hulless barley. A series of compounds, structural genes and TFs responsible for the differences between purple and white hulless barley were obtained in this pathway. Our study improves the understanding of the molecular mechanisms of anthocyanin accumulation and biosynthesis in barley seeds. It provides new targets for the genetic improvement of anthocyanin content and a framework for improving the nutritional quality of barley.

摘要

背景

有色大麦可能对人体健康有益,比标准的白麦更受欢迎,但种皮颜色形成的代谢物和分子机制尚不清楚。

结果

本研究监测了西藏青稞的发育过程,在 3 个种皮颜色发育阶段,通过对来自聂汝村(紫色)和昆仑 10 号(白色)的 18 个生物样本进行转录组和代谢组分析。共鉴定出 41 种花色苷化合物和 4186 个差异表达基因。然后,我们构建了西藏青稞原花青素-花色苷生物合成途径,包括 12 类结构酶编码的 19 个基因(PAL、C4H、4CL、CHS、CHI、F3H、F3'H、DFR、ANS、ANR、GT 和 ACT)。与昆仑 10 号相比,聂汝村有 11 个除 ANR 以外的差异表达基因显著上调,导致该品种 15 种花色苷化合物含量较高(比昆仑 10 号高 25 倍以上)。与聂汝村相比,昆仑 10 号的 ANR 显著上调,导致 3 种花色苷化合物含量较高(比聂汝村高 5 倍以上)。此外,22 个 TF,包括 MYBs、bHLHs、NACs、bZips 和 WD40s,与结构基因的表达模式呈显著的正相关或负相关。此外,对两个品种的同源基因序列进行比较,在 19 个结构基因中的 13 个基因中鉴定出 61 个潜在 SNP。在昆仑 10 号的 ANS 基因编码序列中发现了一个无义突变。该突变可能导致一个无功能的蛋白质,进一步降低了昆仑 10 号的花色苷积累。然后,我们使用 WGCNA 鉴定了 3 个与聂汝村(紫色)高度特异的模块。此外,还获得并验证了在假定的原花青素-花色苷生物合成途径和蛋白质共表达网络中出现的 12 个差异表达基因。

结论

本研究构建了西藏青稞原花青素-花色苷生物合成途径。在此途径中获得了一系列负责紫色和白色青稞差异的化合物、结构基因和 TF。本研究提高了对大麦种子中花色苷积累和生物合成分子机制的认识。为提高花色苷含量的遗传改良和提高大麦营养价值提供了新的目标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/85332e412241/12870_2022_3699_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/e89aa3df529e/12870_2022_3699_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/47ee029d40a1/12870_2022_3699_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/c39c0686320d/12870_2022_3699_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/236ba1d51a6f/12870_2022_3699_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/8e60d83634d8/12870_2022_3699_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/8ba7ae640372/12870_2022_3699_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/10cadf45b20b/12870_2022_3699_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/3d98e0680279/12870_2022_3699_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/85332e412241/12870_2022_3699_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/e89aa3df529e/12870_2022_3699_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/47ee029d40a1/12870_2022_3699_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/c39c0686320d/12870_2022_3699_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/236ba1d51a6f/12870_2022_3699_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/8e60d83634d8/12870_2022_3699_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/8ba7ae640372/12870_2022_3699_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/10cadf45b20b/12870_2022_3699_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/3d98e0680279/12870_2022_3699_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c26/9351122/85332e412241/12870_2022_3699_Fig9_HTML.jpg

相似文献

1
Accumulation and regulation of anthocyanins in white and purple Tibetan Hulless Barley (Hordeum vulgare L. var. nudum Hook. f.) revealed by combined de novo transcriptomics and metabolomics.通过联合从头转录组学和代谢组学揭示白色和紫色西藏青稞(Hordeum vulgare L. var. nudum Hook. f.)中花色苷的积累和调控。
BMC Plant Biol. 2022 Aug 4;22(1):391. doi: 10.1186/s12870-022-03699-2.
2
Transcriptome Screening of Long Noncoding RNAs and Their Target Protein-Coding Genes Unmasks a Dynamic Portrait of Seed Coat Coloration Associated with Anthocyanins in Tibetan Hulless Barley.长非编码 RNA 及其靶蛋白编码基因的转录组筛选揭示了与西藏青稞种皮花色苷相关的动态特征。
Int J Mol Sci. 2023 Jun 24;24(13):10587. doi: 10.3390/ijms241310587.
3
Integrative metabolomic and transcriptomic analyses reveal the mechanisms of Tibetan hulless barley grain coloration.综合代谢组学和转录组学分析揭示了青稞籽粒着色的机制。
Front Plant Sci. 2022 Oct 25;13:1038625. doi: 10.3389/fpls.2022.1038625. eCollection 2022.
4
Purple-grained barley (Hordeum vulgare L.): marker-assisted development of NILs for investigating peculiarities of the anthocyanin biosynthesis regulatory network.紫粒大麦(Hordeum vulgare L.):用于研究花色苷生物合成调控网络特性的 NILs 的标记辅助开发。
BMC Plant Biol. 2019 Feb 15;19(Suppl 1):52. doi: 10.1186/s12870-019-1638-9.
5
Unveiling the mysteries of HvANS: a study on anthocyanin biosynthesis in qingke (hordeum vulgare L. var. Nudum hook. f.) seeds.揭示 HvANS 的奥秘:青稞(裸大麦变种)种子中花色苷生物合成的研究。
BMC Plant Biol. 2024 Jul 6;24(1):637. doi: 10.1186/s12870-024-05364-2.
6
The Effects of Ultraviolet A/B Treatments on Anthocyanin Accumulation and Gene Expression in Dark-Purple Tea Cultivar 'Ziyan' ().紫外光 A/B 处理对深紫色茶叶品种“紫阳”()中花色素苷积累和基因表达的影响。
Molecules. 2020 Jan 15;25(2):354. doi: 10.3390/molecules25020354.
7
Transcriptome assembly and analysis of Tibetan Hulless Barley (Hordeum vulgare L. var. nudum) developing grains, with emphasis on quality properties.青稞(裸大麦)发育籽粒的转录组组装与分析,重点关注品质特性。
PLoS One. 2014 May 28;9(5):e98144. doi: 10.1371/journal.pone.0098144. eCollection 2014.
8
Construction of a high-density genetic map: genotyping by sequencing (GBS) to map purple seed coat color () in hulless barley.高密度遗传图谱的构建:通过测序进行基因分型(GBS)以定位裸大麦的紫色种皮颜色()
Hereditas. 2018 Nov 17;155:37. doi: 10.1186/s41065-018-0072-6. eCollection 2018.
9
Regulation of the Flavonoid Biosynthesis Pathway Genes in Purple and Black Grains of Hordeum vulgare.调控大麦紫粒和黑粒中类黄酮生物合成途径基因。
PLoS One. 2016 Oct 5;11(10):e0163782. doi: 10.1371/journal.pone.0163782. eCollection 2016.
10
Identification and functional analysis of long non-coding RNA (lncRNA) and metabolites response to mowing in hulless barley (Hordeum vulgare L. var. nudum hook. f.).鉴定和功能分析长非编码 RNA(lncRNA)和代谢物对无壳大麦(Hordeum vulgare L. var. nudum hook. f.)刈割的响应。
BMC Plant Biol. 2024 Jul 12;24(1):666. doi: 10.1186/s12870-024-05334-8.

引用本文的文献

1
Transcriptomic Analysis Reveals the Role of Long Non-Coding RNAs in Response to Drought Stress in Tibetan Hulless Barley.转录组分析揭示长链非编码RNA在青稞响应干旱胁迫中的作用。
Biology (Basel). 2025 Jun 20;14(7):737. doi: 10.3390/biology14070737.
2
Integrated Metabolomics and Proteomics Analyses of the Grain-Filling Process and Differences in the Quality of Tibetan Hulless Barleys.青稞灌浆过程及品质差异的代谢组学和蛋白质组学整合分析
Plants (Basel). 2025 Jun 25;14(13):1946. doi: 10.3390/plants14131946.
3
Unraveling the regulatory network of barley grain metabolism through the integrative analysis of multiomics and mQTL.

本文引用的文献

1
Manipulating a Single Transcription Factor, 1, Promotes Anthocyanin Accumulation in Barley Grains.操纵单个转录因子 1 可促进大麦粒中花色素苷的积累。
J Agric Food Chem. 2021 May 12;69(18):5306-5317. doi: 10.1021/acs.jafc.0c08147. Epub 2021 Apr 28.
2
Gene Mapping, Genome-Wide Transcriptome Analysis, and WGCNA Reveals the Molecular Mechanism for Triggering Programmed Cell Death in Rice Mutant .基因定位、全基因组转录组分析及加权基因共表达网络分析揭示水稻突变体中触发程序性细胞死亡的分子机制
Plants (Basel). 2020 Nov 19;9(11):1607. doi: 10.3390/plants9111607.
3
An improved high-quality genome assembly and annotation of Tibetan hulless barley.
通过多组学和代谢数量性状位点的综合分析揭示大麦籽粒代谢调控网络
Nat Commun. 2025 Jul 1;16(1):5544. doi: 10.1038/s41467-025-60501-1.
4
Genetic analysis and molecular mapping of the purple leaf sheath in barley (Hordeum vulgare).大麦(Hordeum vulgare)紫叶鞘的遗传分析与分子定位
Plant Genome. 2025 Jun;18(2):e70034. doi: 10.1002/tpg2.70034.
5
Exploring the potential protective role of anthocyanins in mitigating micro/nanoplastic-induced reproductive toxicity: A steroid receptor perspective.从类固醇受体角度探讨花色苷在减轻微/纳米塑料诱导的生殖毒性中的潜在保护作用
J Pharm Anal. 2025 Feb;15(2):101148. doi: 10.1016/j.jpha.2024.101148. Epub 2024 Nov 14.
6
Understanding the molecular regulation of flavonoid 3'-hydroxylase in anthocyanin synthesis: insights from purple qingke.解析青花素 3'-羟化酶在花色素苷合成中的分子调控:以紫青稞为例。
BMC Genomics. 2024 Sep 2;25(1):823. doi: 10.1186/s12864-024-10738-9.
7
Investigating the regulatory role of in anthocyanin biosynthesis through protein-motif interaction in Qingke.研究 Qingke 中通过蛋白基序互作调控花色苷生物合成的 作用。
PeerJ. 2024 Jul 10;12:e17736. doi: 10.7717/peerj.17736. eCollection 2024.
8
Unveiling the mysteries of HvANS: a study on anthocyanin biosynthesis in qingke (hordeum vulgare L. var. Nudum hook. f.) seeds.揭示 HvANS 的奥秘:青稞(裸大麦变种)种子中花色苷生物合成的研究。
BMC Plant Biol. 2024 Jul 6;24(1):637. doi: 10.1186/s12870-024-05364-2.
9
Comparative Transcriptome and Metabolome Profiling Reveal Mechanisms of Red Leaf Color Fading in × cv. 'Zhonghuahongye'.比较转录组和代谢组分析揭示了×品种‘中华红叶’红叶褪色的机制。
Plants (Basel). 2023 Oct 9;12(19):3511. doi: 10.3390/plants12193511.
10
Potential regulatory genes of light induced anthocyanin accumulation in sweet cherry identified by combining transcriptome and metabolome analysis.通过转录组和代谢组分析相结合鉴定甜樱桃中光诱导花青素积累的潜在调控基因。
Front Plant Sci. 2023 Aug 16;14:1238624. doi: 10.3389/fpls.2023.1238624. eCollection 2023.
青稞高质量基因组组装和注释的改进。
Sci Data. 2020 May 8;7(1):139. doi: 10.1038/s41597-020-0480-0.
4
Comparative transcriptome analysis of anthocyanin synthesis in black and pink peanut.黑花生和粉花生中花色苷合成的比较转录组分析。
Plant Signal Behav. 2020;15(2):1721044. doi: 10.1080/15592324.2020.1721044. Epub 2020 Feb 2.
5
Ultraviolet B-induced MdWRKY72 expression promotes anthocyanin synthesis in apple.紫外 B 诱导 MdWRKY72 的表达促进了苹果中的花色素苷合成。
Plant Sci. 2020 Mar;292:110377. doi: 10.1016/j.plantsci.2019.110377. Epub 2020 Jan 13.
6
Transcriptomics integrated with metabolomics reveals the effect of regulated deficit irrigation on anthocyanin biosynthesis in Cabernet Sauvignon grape berries.转录组学与代谢组学的综合分析揭示了调控亏缺灌溉对赤霞珠葡萄浆果中花色苷生物合成的影响。
Food Chem. 2020 Jun 1;314:126170. doi: 10.1016/j.foodchem.2020.126170. Epub 2020 Jan 13.
7
The involvement of in light-induced anthocyanin accumulation via the activation of through binding to tandem G-boxes in its promoter.通过与启动子中的串联G-盒结合激活 ,从而参与光诱导的花青素积累。 需注意,你提供的原文中部分关键内容缺失,导致译文可能不太完整准确。完整准确的原文对于精准翻译很重要。
Hortic Res. 2019 Dec 1;6:134. doi: 10.1038/s41438-019-0217-4. eCollection 2019.
8
Genome-wide Dissection of Co-selected UV-B Responsive Pathways in the UV-B Adaptation of Qingke.全基因组解析青稞对 UV-B 适应过程中共同选择的 UV-B 响应途径。
Mol Plant. 2020 Jan 6;13(1):112-127. doi: 10.1016/j.molp.2019.10.009. Epub 2019 Oct 26.
9
De novo transcriptome sequencing of radish (Raphanus sativus L.) fleshy roots: analysis of major genes involved in the anthocyanin synthesis pathway.萝卜(Raphanus sativus L.)肉质根从头转录组测序:分析参与花色苷合成途径的主要基因。
BMC Mol Cell Biol. 2019 Oct 23;20(1):45. doi: 10.1186/s12860-019-0228-x.
10
Differential Regulation of Anthocyanins in Green and Purple Turnips Revealed by Combined De Novo Transcriptome and Metabolome Analysis.结合从头转录组和代谢组分析揭示的绿萝卜和紫萝卜中花色苷的差异调控。
Int J Mol Sci. 2019 Sep 6;20(18):4387. doi: 10.3390/ijms20184387.