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Quantitative trait loci-dependent analysis of a gene co-expression network associated with Fusarium head blight resistance in bread wheat ( Triticum aestivum L.)

机译:与小麦小麦枯萎病抗性相关的基因共表达网络的数量性状基因座相关性分析

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Background Fusarium head blight (FHB) caused by Fusarium graminearum Schwabe is one of the most prevalent diseases of wheat ( Triticum aestivum L . ) and other small grain cereals. Resistance against the fungus is quantitative and more than 100 quantitative trait loci (QTL) have been described. Two well-validated and highly reproducible QTL, Fhb1 and Qfhs.ifa-5A have been widely investigated, but to date the underlying genes have not been identified. Results We have investigated a gene co-expression network activated in response to F. graminearum using RNA-seq data from near-isogenic lines, harboring either the resistant or the susceptible allele for Fhb1 and Qfhs.ifa-5A . The network identified pathogen-responsive modules, which were enriched for differentially expressed genes between genotypes or different time points after inoculation with the pathogen. Central gene analysis identified transcripts associated with either QTL within the network. Moreover, we present a detailed gene expression analysis of four gene families (glucanases, NBS-LRR, WRKY transcription factors and UDP-glycosyltransferases), which take prominent roles in the pathogen response. Conclusions A combination of a network-driven approach and differential gene expression analysis identified genes and pathways associated with Fhb1 and Qfhs.ifa-5A . We find G-protein coupled receptor kinases and biosynthesis genes for jasmonate and ethylene earlier induced for Fhb1 . Similarly, we find genes involved in the biosynthesis and metabolism of riboflavin more abundant for Qfhs.ifa-5A .
机译:背景技术由禾谷镰刀菌引起的镰刀菌枯萎病是小麦和其他小谷类谷物中最流行的疾病之一。对真菌的抗性是定量的,并且已经描述了100多个定量性状基因座(QTL)。两个经过充分验证和高度可重复的QTL,Fhb1和Qfhs.ifa-5A已被广泛研究,但到目前为止,尚未鉴定出潜在的基因。结果我们使用来自近等基因系的RNA-seq数据研究了针对禾本科镰刀菌而激活的基因共表达网络,其中包含对Fhb1和Qfhs.ifa-5A的抗性或易感等位基因。该网络确定了病原体响应模块,这些模块在接种病原体后富含基因型之间或不同时间点的差异表达基因。中心基因分析确定了与网络内任一QTL相关的转录本。此外,我们目前对四个基因家族(葡聚糖酶,NBS-LRR,WRKY转录因子和UDP-糖基转移酶)进行详细的基因表达分析,它们在病原体应答中起着重要作用。结论网络驱动的方法与差异基因表达分析相结合,鉴定了与Fhb1和Qfhs.ifa-5A相关的基因和途径。我们发现茉莉酸和乙烯的Fhb1早期诱导的G蛋白偶联受体激酶和生物合成基因。同样,我们发现Qfhs.ifa-5A中涉及核黄素生物合成和代谢的基因更为丰富。

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