





中国农业科学 ›› 2020, Vol. 53 ›› Issue (22): 4584-4600.doi: 10.3864/j.issn.0578-1752.2020.22.006
唐科志,周常勇
收稿日期:2020-01-19
接受日期:2020-03-27
出版日期:2020-11-16
发布日期:2020-11-28
基金资助:TANG KeZhi,ZHOU ChangYong
Received:2020-01-19
Accepted:2020-03-27
Published:2020-11-16
Online:2020-11-28
摘要: 【目的】 明确红橘(Citrus reticulata Blanco, cv. Hongjv)接种褐斑病致病菌——链格孢菌橘致病型(Alternaria alternata tangerine pathotype)后基因种类和表达量在转录水平的变化规律,确定红橘响应该致病型侵染的关键基因。【方法】 采用链格孢菌橘致病型接种红橘离体叶片,28 h后选取感病叶片和未接种叶片提取RNA,进行转录组高通量测序,然后利用生物信息学分析,以甜橙基因组为参考,以|log2 fold change|≥1,q-value≤0.01为阈值选取感病和健康红橘叶片转录组的差异表达基因,应用GO数据库对差异表达基因(differentially expressed gene,DEG)进行功能分类,KEGG分析代谢途径,MapMan软件分析生物胁迫信号通路相关基因的表达变化。采用qRT-PCR方法对测序结果进行验证。【结果】 红橘接种链格孢菌橘致病型28 h后产生大量与胁迫相关的差异表达基因,获得上调差异基因5 173个,下调差异基因6 555个。GO功能分类显示差异基因主要与蛋白结合、膜、氧化还原过程等相关。通过KEGG富集和MapMan软件分析发现,红橘在受链格孢菌橘致病型胁迫的过程中基础代谢被严重破坏。乙烯、水杨酸和生长素等寄主防御相关的植物激素信号转导途径多个基因表达出现差异,其中乙烯起主导作用,乙烯受体ETR 3个成员被不同程度激活,下游激酶和乙烯响应因子均上调,生长素大部分关键信号基因、绝大部分生长素响应因子ARF和水杨酸合成途径的基因均下调表达。同时,黄酮醇、花青素、萜类化合物和生物碱合成相关基因受该菌诱导显著变化,萜类合成中大部分基因下调,而黄酮类合成相关上调基因数量和表达趋势均强于表达下调基因,有抗虫和抑菌作用的硫代葡萄糖苷基因呈上调趋势。进一步研究发现,大量参与抗逆过程的转录因子如WRKY、bZIP、ERF、MYB、NAC被诱导激活,其中大部分WRKY和bZIP转录因子受该菌正向调控,超过50%的ERF家族基因表达上调;在转录因子调控下,PTI及ETI响应基因如受体激酶、R蛋白、NBS抗病蛋白等大量表达,多个PR家族抗菌蛋白基因上调表达,22个抗氧化保护酶系统POD成员基因受到活性氧信号激发大量表达。以上结果表明链格孢菌橘致病型侵染对寄主内部生理状态产生显著影响。选取了19个与植物抗病相关基因进行qRT-PCR分析,其基因表达趋势与测序数据一致。【结论】 获得了红橘响应链格孢菌橘致病型侵染的差异表达基因及显著上调表达基因,其主要富集于代谢过程、应激反应及转录调控等条目中,这些基因的相互协同调控是红橘对该致病型产生防御反应的重要机制。
唐科志,周常勇. 红橘响应褐斑病菌侵染的转录组学分析[J]. 中国农业科学, 2020, 53(22): 4584-4600.
TANG KeZhi,ZHOU ChangYong. Transcriptome Analysis of Citrus reticulata Blanco, cv. Hongjv Infected with Alternaria alternata Tangerine Pathotype[J]. Scientia Agricultura Sinica, 2020, 53(22): 4584-4600.
表1
qRT-PCR验证基因选择及引物设计"
| 基因ID Gene ID | 引物序列 Primer sequence (5′-3′) | 产物长度 Length of product (bp) | |
|---|---|---|---|
| Cs4g12760 | F: TTCGTCTTGCTCTTCGGATAA | R: GCACTCCAACGGAATCTCTAA | 202 |
| Cs2g09310 | F: GGTGTCATTCCTCCTCCTACC | R: GCAGTTCCCTCGCCTATTCT | 198 |
| Cs5g15470 | F: CAGCCTTGTCGGTATGAGAA | R: CAACACCCAATCTTCCTTGAG | 151 |
| Cs5g21860 | F: GCTCTTGTGGGCATTCTTGC | R: CTCTCGTGTAGAAGCTCTTGCC | 142 |
| Cs7g20700 | F: ACGGTTCAGGCTCATTTCAG | R: TGGGATTTGGCATCATCAAT | 185 |
| Cs3g10430 | F: TGGAGACGTAGAGGCTGTCAA | R: CATACCAATATTTTGAGCATTTT | 121 |
| Cs6g07410 | F: GGAGAGTGGTGGAATGCTGAT | R: CACTTCGAGCGTGTAGGTTTG | 150 |
| Cs6g20850 | F: CCAGCAGGCATGAGAAATTA | R: TGACCATCGTGGGAACAGTA | 229 |
| Cs1g01180 | F: TGCAGTAGAAGTTGATGGTGATG | R: AATGAGCCGTTAGCGACAAG | 165 |
| Cs1g04680 | F: AGCTGCAAGGGTTTGGTTAG | R: GAATTTGCGTTTGGTGATGA | 150 |
| Cs8g13680 | F: GCCTATGCTTGCTGTTGTTTC | R: GAAGGCAGTCCATCCATACTTC | 194 |
| orange1.1t03118 | F: CAAGCTCTCCAGGCAAGAGT | R: GGTCCACGGCCATAGTAGAA | 247 |
| orange1.1t03618 | F: CGGGATGAACATTTGGTTTA | R: CTAGCCTTCTGATCTTGACACA | 184 |
| orange1.1t05311 | F: GCTGGGATATAACTCCTTCTCA | R: TTCCGCTAAACCAATCACTT | 172 |
| Cs2g06120 | F: GCACAAGGAAATGGGTTTGT | R: GAAACACGCTGGGATCACTT | 229 |
| Cs6g07400 | F: ACATGGCTGCAAGAGCATAC | R: CCATTGAGGTCCACCACTTA | 197 |
| orange1.1t00214 | F: ACGCTCTGTCCCTCAACAAG | R: CCGCTACTGCCTCCTGTATC | 171 |
| orange1.1t02319 | F: GGGATCTACTGCCGACACTC | R: CGACGACGACCTTTGATCTT | 245 |
| orange1.1t03603 | F: GGACAATGCTGATCCGAAAG | R: TCAACCAAGCCTCCTGAAAC | 203 |
| CitActin | F: CATCCCTCAGCACCTTCC | R: CCAACCTTAGCACTTCTCC | 191 |
表2
比对参考基因组结果统计"
| 样本 Sample | 总序列数 Total reads | 比对上序列比例 Total mapped reads (%) | 比对上唯一位置序列比例 Unique mapped reads (%) | 双端比对上序列比例 Reads mapped in paired (%) |
|---|---|---|---|---|
| C0_1 | 47713764 | 90.30 | 86.99 | 84.18 |
| C0_2 | 54696950 | 88.96 | 85.64 | 82.20 |
| C0_3 | 52284118 | 89.93 | 86.59 | 83.36 |
| ZC_1 | 55857454 | 75.22 | 71.84 | 69.94 |
| ZC_2 | 53372222 | 74.18 | 70.98 | 68.37 |
| ZC_3 | 57202046 | 74.31 | 70.99 | 68.87 |
图3
差异表达基因WEGO分类 横坐标表示GO的3个方面;左侧纵坐标表示基因数目的百分比;右侧纵坐标表示对应GO term的基因数X axis: Three aspects of GO; The left ordinate: The percentage of the number of genes; The right ordinate: The corresponding GO term gene numberBP1:生物黏附Biological adhesion;BP2:生物调节Biological regulation;BP3:碳利用Carbon utilization;BP4:细胞增殖Cell proliferation;BP5:细胞成分组成或发生Cellular component organization or biogenesis;BP6:细胞过程Cellular process;BP7:解毒Detoxification;BP8:发展过程Developmental process;BP9:增长Growth;BP10:免疫系统过程Immune system process;BP11:定位Localization;BP12:运动Locomotion;BP13:代谢过程Metabolic process;BP14:多生物过程Multi-organism process;BP15:多细胞生物过程Multicellular organismal process;BP16:生物过程负调控Negative regulation of biological process;BP17:氮利用Nitrogen utilization;BP18:生物过程正调控Positive regulation of biological process;BP19:生物过程调节Regulation of biological process;BP20:繁殖Reproduction;BP21:生殖过程Reproductive process;BP22:刺激反应Response to stimulus;BP23:节律过程Rhythmic process;BP24:信号Signaling;CC1:细胞Cell;CC2:细胞部分Cell part;CC3:细胞外区域Extracellular region;CC4:细胞外区域部分Extracellular region part;CC5:大分子复合物Macromolecular complex;CC6:膜Membrane;CC7:膜部分Membrane part;CC8:膜包围腔Membrane-enclosed lumen;CC9:细胞器Organelle;CC10:细胞器部分Organelle part;CC11:超分子复合物Supramolecular complex;MF1:抗氧化活性Antioxidant activity;MF2:绑定Binding;MF3:催化活性Catalytic activity;MF4:电子载体活性Electron carrier activity;MF5:功能分子调控Molecular function regulator;MF6:分子传感器活性Molecular transducer activity;MF7:核酸结合转录因子活性Nucleic acid binding transcription factor activity;MF8:营养库活性Nutrient reservoir activity;MF9:信号传感器活性Signal transducer activity;MF10:结构分子活性Structural molecule activity;MF11:转录因子活性、蛋白质结合Transcription factor activity, protein binding;MF12:转运活性Transporter activity"
图4
差异表达基因GO分类 BP1:跨膜运输Transmembrane transport;BP2:细胞氧化还原内稳态Cell redox homeostasis;BP3:转录调节、DNA模板化Regulation of transcription, DNA-templated;BP4:碳水化合物代谢过程Carbohydrate metabolic process;BP5:氧化还原过程Oxidation-reduction process;BP6:脂质代谢过程Lipid metabolic process;BP7:花粉识别Recognition of pollen;BP8:蛋白质磷酸化Protein phosphorylation;BP9:基于微管运动Microtubule-based movement;BP10:代谢过程Metabolic process;CC1:叶绿体Chloroplast;CC2:核Nucleus;CC3:微管Microtubule;CC4:膜Membrane;CC5:细胞外区域Extracellular region;CC6:光系统II Photosystem II;CC7:光系统II氧进化复合体Photosystem II oxygen evolving complex;CC8:光系统I反应中心Photosystem I reaction center;CC9:膜的外部成分Extrinsic component of membrane;CC10:膜的组成部分Integral component of membrane;MF1:催化活性Catalytic activity;MF2:DNA结合转录因子活性DNA-binding transcription factor activity;MF3:氧化还原酶活性Oxidoreductase activity;MF4:微管结合Microtubule binding;MF5:蛋白激酶活性Protein kinase activity;MF6:铁离子结合Iron ion binding;MF7:氧化还原酶活性,作用于配对供体,结合或还原分子Oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular;MF8:ATP结合ATP binding;MF9:蛋白结合Protein binding;MF10:血红素结合Heme binding"
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