Chinese Journal OF Rice Science ›› 2024, Vol. 38 ›› Issue (4): 375-385.DOI: 10.16819/j.1001-7216.2024.230603

• Research Papers • Previous Articles     Next Articles

Combined Transcriptome and Metabolome Analyses Reveals the Pathogenic Factors of Ustilaginoidea virens

FU Rongtao1,2, CHEN Cheng1,2, WANG Jian1,2, ZHAO Liyu1, CHEN Xuejuan1, LU Daihua1,2,*()   

  1. 1Institute of Plant Protection, Sichuan Academy of Agricultural Science, Chengdu 610066, China
    2Key Laboratory of Integrated Pest Management on Crops in Southwest, Ministry of Agriculture and Rural Affairs, Chengdu 610066, China
  • Received:2023-06-16 Revised:2023-08-20 Online:2024-07-10 Published:2024-07-11
  • Contact: *email: daihlfrt@126.com

转录组和代谢组联合分析揭示稻曲病菌的致病因子

伏荣桃1,2, 陈诚1,2, 王剑1,2, 赵黎宇1, 陈雪娟1, 卢代华1,2,*()   

  1. 1四川省农业科学院 植物保护研究所, 成都 610066
    2农业农村部西南作物有害生物综合治理重点实验室, 成都 610066
  • 通讯作者: *email: daihlfrt@126.com
  • 基金资助:
    四川省科技计划资助项目(2022YFYZ0002);四川省财政自主创新计划资助项目(2022ZZCX020);四川省财政农作物“卡脖子”技术攻关计划资助项目(2021ZYGG-002)

Abstract:

【Objective】 Rice false smut, caused by Ustilaginoidea virens, is a global fungal disease that severely impacts rice yield and quality. Understanding the molecular mechanisms behind U. virens pathogenicity could inspire novel control strategies and molecular breeding for disease resistance. 【Method】 Transcriptome and metabolome analyses were conducted on the initial symptomatic panicle nine days after inoculation (S) and uninoculated PXD25 mycelium (CK). The genome of strain UV-8b served as the reference for sequence alignment. Gene expression levels were quantified using fragments per kilobase per million fragments (FPKM), and differentially expressed genes (DEGs) were identified using |LOG2 fold change|≥1 and q-value≤0.05 criteria. Differentially accumulated metabolites (DAM) were identified with P≤0.05 and VIP≥1 thresholds. 【Result】 In the S vs. CK comparison, 6078 DEGs were identified. GO enrichment analyses revealed 3708 terms, and KEGG pathway analysis identified 110 metabolic pathways. Ninety-one transcription factors (TFs) belonging to 23 TF families, such as bZIP and C2H2, were among the DEGs. Significant enrichment of mitophagy, secondary metabolism, and amino acid metabolism pathways was observed, with upregulation of DEGs in secondary metabolic pathways suggesting their crucial role in U. virens pathogenesis. Additionally, 392 DAMs were identified, including alanine, tyrosine, histidine, methionine, cysteine, and fatty acids (linoleic acid, palmitic acid, lauric acid, myristic acid), indicating their association with U. virens pathogenicity. Combined transcriptome and metabolome analysis highlighted enrichment in amino acid metabolic pathways (e.g., phenylalanine, tyrosine, cysteine, and methionine) and carbohydrate-related pathways (e.g., starch and sucrose). 【Conclusion】 DEGs involved in mitophagy, secondary metabolism, and amino acid metabolism, along with DAMs like alanine, tyrosine, histidine, methionine, cysteine, and fatty acids, are closely linked to U. virens pathogenicity.

Key words: Ustilaginoidea virens, transciptome, metabolome, differentially expressed genes, differential accumulated metabolites (DAM)

摘要:

【目的】 由稻曲病菌引起的稻曲病是一种世界性水稻真菌病害,该病严重威胁水稻的产量和品质。探明稻曲病菌的致病分子机制,可为制定稻曲病防治策略和抗病分子育种开辟新思路。【方法】 用稻曲病菌接种水稻幼穗,采用转录组和代谢组测序技术对接种后9 d显症的样本(S)和未接种的PXD25菌丝(CK)进行代谢组和转录组测序,以稻曲病菌菌株UV-8b基因组作为参考基因组进行对比,利用FPKM法计算基因表达量,以|log2fold change| ≥ 1且P≤0.05为条件筛选差异表达基因(DEG);以P≤0.05 且 VIP≥1 为标准筛选差异代谢物(DAM)。【结果】 转录组测序分析表明,S vs. CK 有6708个DEG,通过 GO 富集和 KEGG 代谢途经分析,将DEG划分为 GO 功能下的3708个词条、110条代谢途径;DEG中有91个转录因子,分属23个转录因子家族,包括bZIP、C6、C2H2等;分析显著富集代谢途径发现,线粒体自噬、次生代谢和氨基酸代谢等途径显著富集,基因表达量都发生显著变化,其中次生代谢途径中的差异表达基因都显著上调,推测这些基因在稻曲病菌致病中发挥重要作用。非靶代谢组共鉴定出392个差异代谢物(DAM),DAM分析发现丙氨酸、酪氨酸、组氨酸、蛋氨酸、半胱氨酸以及脂肪酸类物质(亚油酸、棕榈酸、月桂酸、肉豆蔻酸)等都显著积累。转录组和代谢组联合分析发现苯丙氨酸、酪氨酸、半胱氨酸和蛋氨酸等氨基酸代谢途径与淀粉和蔗糖等与糖代谢相关途径显著富集,表明这些代谢物和基因可能与稻曲病菌的致病性密切相关。【结论】 线粒体自噬、次生代谢和氨基酸代谢等代谢途径中DEG在稻曲病菌致病中发挥重要作用,丙氨酸、酪氨酸、组氨酸、蛋氨酸、半胱氨酸以及脂肪酸类物质等代谢物与稻曲病菌的致病性密切相关。

关键词: 稻曲病菌, 转录组, 代谢组, 差异表达基因, 差异代谢物