不同树莓品种皮刺转录组学分析及其发育相关基因筛选

Transcriptomic analysis and screening of development-related genes of prickles for different Rubus corchorifolius cultivars

  • 摘要: 目的 基于转录组测序数据分析鉴定树莓皮刺发育相关的候选基因及信号通路,为阐明树莓皮刺发育的分子机制及无刺品种培育提供理论参考。方法 以黔莓1号(无刺型,C)和红泡刺藤(多刺型,D)为试验材料,分别对2个树莓品种的一级侧枝(C1、D1)、二级侧枝(C2、D2)及三级侧枝(C3、D3)茎表皮组织进行转录组测序分析,采用DESeq2筛选出差异表达基因(DEGs),对DEGs进行GO功能注释和KEGG信号通路富集分析,并通过实时荧光定量PCR验证转录组测序结果的准确性。结果 经转录组测序共获得116.89 Gb Clean data,GC含量为45.29%~46.08%,Q30均在96.94%以上。C1 vs D1组、C2 vs D2组、C3 vs D3组、D1 vs D3对比组分别筛选出 3164、2835、2331和1740个DEGs,其中上调表达的DEGs分别为1514、1892、1435和1368个,下调表达的DEGs分别为1650、943、896和327个,4个对比组间共有的DEGs为279个。GO功能注释结果显示,DEGs注释到生物学过程、细胞组分和分子功能三大类别,主要包括细胞过程、信号转导、细胞解剖实体、细胞内、包含蛋白复合物、结合、分子功能调控等功能条目。KEGG信号通路富集结果显示,DEGs主要富集在植物激素信号转导、苯丙烷生物合成和类黄酮生物合成等信号通路中。最终筛选出13个与树莓皮刺发育相关的DEGs,其中参与植物激素信号转导通路的bHLH转录因子家族基因2个(bHLH93bHLH35),MYB转录因子家族基因2个(APLMYBC1),生长素组分相关基因4个(ARF6LAX2IAA26AUR50);参与苯丙烷生物合成信号通路的木质素合成相关基因2个(CCR1CAD6);参与类黄酮生物合成信号通路的黄酮合成相关基因3个(F3HOMT3UFGT7),这些基因在皮刺不同发育阶段的表达模式存在明显差异。实时荧光定量PCR结果表明转录组数据具有可靠性。结论 黔莓1号和红泡刺藤的皮刺发育受多基因协同调控,包括正向调控基因bHLH35IAA26F3H等,负向调控基因bHLH93CCR1CAD6等,这些基因通过植物激素信号转导、苯丙烷代谢和类黄酮生物合成等信号通路共同调控皮刺的生长发育过程。

     

    Abstract: Objective This study aimed to identify the candidate genes and signaling pathways related to prickle development for raspberry based on transcriptome sequencing data,so as to provide theoretical references for elucidating the molecular mechanism of raspberry prickle development and cultivating prickleless raspberry cultivars.Method Using Qianmei 1 (non-prickle type, C) and Rubus niveus Thunb. (multi-prickle type, D) as experimental materials, the transcriptome sequencing analysis was performed on the stem epidermis tissues of the primary lateral branches (C1,D1), secondary lateral branches (C2,D2), and tertiary lateral branches (C3,D3). After screening differentially expressed genes (DEGs) using DESeq2, GO functional annotation and KEGG signaling enrichment analysis were conducted, and sequencing results were validated through real-time fluorescence quantitative PCR.Result A total of 116.89 Gb of clean data was obtained from transcriptome sequencing, with a GC content of 45.29%-46.08% and Q30 values above 96.94%. In the comparison groups of C1 vs D1,C2 vs D2,C3 vs D3, and D1vs D3, the numbers of identifies DEGs were 3164, 2835, 2331, and 1740, respectively. Among these, the number of up-regulated DEGs was 1514, 1892, 1435, and 1368, while the number of down-regulated DEGs was 1650, 943, 896, and 327, respectively. A total of 279 DEGs were shared among all four comparison groups. The GO functional annotation analysis revealed that the DEGs were classified into three major categories—biological process, cellular component, and molecular function—which were primarily enriched incellular processes, signaling, cellular anatomical entity, intracellular, protein-containing complex, binding, and Molecular function regulator. The KEGG signaling pathway enrichment showed that DEGs were enriched in the signaling pathways such as plant hormone signal transduction, phenylpropanoid biosynthesis, and flavonoid biosynthesis. Finally, 13 DEGs related to raspberry prickle development were screened: genes involved in plant hormone signal transduction were bHLH93 and bHLH35 from bHLH transcription factor family, APL and MYBC1 from MYB transcription factor family, and ARF6LAX2IAA26, and AUR50 related to auxin components. Two genes related to lignin synthesis, CCR1 and CAD6, were involved in phenylpropanoid biosynthesis signaling pathway. Three genes related to flavone synthesis, F3HOMT3, and UFGT7, were involved in flavonoid biosynthesis. All these genes exhibited obvious difference in expression pattern in different development stages. Results of real-time fluorescence quantitative PCR proved that the data of transcriptome sequences was reliable.Conclusion Prickle development of Qianmei 1 and Rubus niveus Thunb. is regulated by genes including up-regulated genes (bHLH35IAA26 and F3H) and down-regulated genes (bHLH93CCR1, and CAD6). These genes synthetically regulate the process of prickle development through plant hormone signal transduction, phenylpropanoid biosynthesis, and flavonoid biosynthesis.

     

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