利用高世代转录组测序挖掘控制南方大豆皱叶症候选基因OA北大核心CSTPCD
Identification of Candidate Genes Controlling SSCLD by Utilizing High-Generation Segregating Populations RNA-seq
[目的]南方大豆皱叶症(southern soybean crinkle leaf disease,SSCLD)严重时可导致大豆减产 40%左右,利用高世代分离群体转录组测序技术(high-generation segregating populations RNA-seq,HGRNA-seq)挖掘控制 SSCLD的候选基因,为揭示SSCLD发生的分子机制提供数据支撑.[方法]以 2 个南方皱叶症症级差异材料及其衍生的F2:7 株系为研究材料,对双亲进行重测序,对 12 个F2:7 单株(7 个皱叶,5 个正常叶)进行单个样本转录组测序,利用转录组及亲本的SNP/InDel数据进行混池法定位分析,利用转录组表达量差异数据进行GO和KEGG功能注释和富集分析,并在定位区间附近开发 7 个KASP分子标记,利用 230 个F2 群体构建局部连锁图谱,对转录组数据定位结果进行验证.联合基因定位和转录组分析结果,筛选控制 SSCLD 的候选基因.[结果]利用混池法把控制皱叶症的基因位点CL12定位在大豆第12 染色体末端 39 231 651-40 705 115 bp的 1 473 464 bp区间内,利用F2 群体将控制皱叶症的基因定位于 39 743 275-40 948 295 bp的1 205 020 bp区间内,与混池法定位结果基本一致.GO注释结果显示,代谢过程包括免疫系统过程,以及对刺激的反应等,细胞组分主要与膜等相关,KEGG注释结果显示,生物系统通路中主要包括植物-病原菌互作和环境适应等通路.GO富集的表达差异基因主要同跨膜受体蛋白活性、蛋白磷酸化及信号受体活性等方面相关,KEGG富集到的最多差异表达基因(differently expressed genes,DEGs)主要在植物-病原菌互作和植物MAPK信号通路上.结合南方大豆皱叶症诱因特点,选择定位候选区间内与抗病等相关且在外显子上存在非同义突变或表达量有差异的基因作为候选基因,结合qRT-PCR 验证,最终确定GLYMA_12G223100、GLYMA_12G223900、GLYMA_12G224100、GLYMA_12G231800和GLYMA_12G233000等 5 个基因为控制南方大豆皱叶症的候选基因.[结论]HGRNA-seq实现了RNA-seq和BSA-seq相结合,成功挖掘了控制SSCLD的候选基因.
[Objective]Severe SSCLD can lead to about 40%yield reduction of soybean.In this study,candidate genes associated with controlling SSCLD were identified by HGRNA-seq technology to provide data support for revealing the molecular mechanisms of SSCLD.[Method]Two parents with SSCLD resistance difference and their derived F2:7 lines were used as the experimental materials.Two parents and 12 F2:7 lines(7 crinkled leaves and 5 normal leaves)were separately subjected to re-sequenced and transcriptome sequencing.Mixed pool method was carried out for gene localization by using SNP/InDel data from the parents and their progenies.GO and KEGG functional annotation and enrichment analysis was carried out by using differentially expressed genes(DEGs)from RNA-seq.7 KASP molecular markers were developed in the vicinity of localization interval,and 230 F2 populations were used to construct a localized linkage map to verify the localization results of the transcriptome data.Candidate genes controlling SSCLD were screened by combining gene mapping and transcriptome analysis.[Result]The gene controlling SSCLD named CL12 was located on chromosome 12 within a 1 473 464 bp interval by using mixed pool method,ranging from 39 231 651 bp to 40 705 115 bp.At the same time,the gene was localized in the 1 205 020 bp interval from 39 743 275 to 40 948 295 bp by using the F2 population,which was basically consistent with the results of the mixed-pool method.The GO annotation results showed that the metabolic processes included immune system processes and responses to stimuli,and cellular components were mainly related to membranes,etc.The KEGG annotation results showed that the biosystem pathways mainly included plant-pathogen interaction and environmental adaptation,etc.GO-enriched DEGs were mainly related to the activity of transmembrane receptor proteins,protein phosphorylation,and signaling receptors,etc.,KEGG enriched DEGs were mainly related to plant-pathogen interaction and MAPK signaling pathway.Combined with the characteristics of the causal factors of SSCLD,genes within the candidate interval associated with disease resistance which had non-synonymous mutations in the coding exons,or showed differential expression were selected as candidate genes for SSCLD resistance.GLYMA_12G223100,GLYMA_12G223900,GLYMA_12G224100,GLYMA_12G231800 and GLYMA_12G233000 were finally identified as the candidate genes controlling SSCLD by qRT-PCR.[Conclusion]HGRNA-seq realized the combination of RNA-seq and BSA-seq,and successfully mined the candidate genes controlling SSCLD.
陈文杰;陈渊;韦清源;汤复跃;郭小红;陈淑芳;覃夏燕;韦荣昌;梁江
广西农业科学院经济作物研究所/广西作物遗传改良生物技术重点开放实验室,南宁 530007
大豆转录组皱叶症定位分子标记二代测序
soybeantranscriptomecrinkle leaf diseaselocalizationmolecular markerssecond generation sequencing
《中国农业科学》 2024 (015)
2914-2930 / 17
国家自然科学基金(32060490,32260451)、国家现代农业产业技术体系建设专项(CARS-04-CES30)、广西自然科学基金(2019GXNSFAA185009)、广西农业科学院基本科研业务专项(2021YT055)、广西大豆油料创新团队(nycytxgxcxtd-2023-22)
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