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基于转录组测序的果实颜色相关表达序列标签-简单序列重复标记的开发与应用

Development and Application of Fruit Color-Related Expressed Sequence Tag-Simple Sequence Repeat Markers in on the Basis of Transcriptome Sequencing.

作者信息

An Xia, Luo Xiahong, Liu Tingting, Li Wenlue, Zou Lina

机构信息

Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops, Zhejiang Institute of Landscape Plants and Flowers, Zhejiang Academy of Agricultural Sciences, Hangzhou, China.

出版信息

Front Plant Sci. 2022 May 23;13:907895. doi: 10.3389/fpls.2022.907895. eCollection 2022.

Abstract

is a medicinal and edible plant that contains large amounts of active ingredients, including anthocyanins, polysaccharides, flavonoids, and terpenoids. However, because of a relative lack of molecular research, there are few molecular markers applicable for this plant species. In this study, on the basis of fruit color-related transcriptome sequencing data, we analyzed the patterns of simple sequence repeats (SSRs) in differentially expressed genes (DEGs) and revealed the biological processes and metabolic pathways associated with the related genes. We also designed primers for SSR loci to develop SSR molecular markers. Primers were synthesized using a DEG associated with a protein-protein interaction network. Polymorphic SSR markers were screened for the subsequent examination of germplasm resources and fruit color association analysis. The results indicated that 24.98% of the unigenes contained SSR motifs. Single-base (mononucleotide) repeats were the main SSRs, followed by trinucleotide and dinucleotide repeats. We selected 47 expressed sequence tag (EST)-SSR primer pairs for the genotyping of 153 varieties/lines. We ultimately obtained 21 EST-SSR markers suitable for genotyping. A generalized linear model-based association analysis detected two EST-SSR markers significantly associated with fruit color. In conclusion, several EST-SSR and SSR molecular markers in were developed in this study. The fruit color-associated markers may be useful for the molecular marker-assisted breeding of new varieties.

摘要

是一种药食两用植物,含有大量活性成分,包括花青素、多糖、黄酮类化合物和萜类化合物。然而,由于分子研究相对较少,适用于该植物物种的分子标记很少。在本研究中,基于与果实颜色相关的转录组测序数据,我们分析了差异表达基因(DEGs)中的简单序列重复(SSRs)模式,并揭示了相关基因的生物学过程和代谢途径。我们还为SSR位点设计了引物,以开发SSR分子标记。使用与蛋白质-蛋白质相互作用网络相关的DEG合成引物。筛选多态性SSR标记,用于随后的种质资源检测和果实颜色关联分析。结果表明,24.98%的单基因包含SSR基序。单碱基(单核苷酸)重复是主要的SSR,其次是三核苷酸和二核苷酸重复。我们选择了47对表达序列标签(EST)-SSR引物对153个品种/株系进行基因分型。最终获得了21个适合基因分型的EST-SSR标记。基于广义线性模型的关联分析检测到两个与果实颜色显著相关的EST-SSR标记。总之,本研究开发了该植物中的几个EST-SSR和SSR分子标记。与果实颜色相关的标记可能有助于新品种的分子标记辅助育种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/291b/9168766/c137f6f494e8/fpls-13-907895-g001.jpg

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