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全基因组关联研究(GWAS)鉴定出蚕豆(Vicia faba L.)异味和蛋白质含量的单核苷酸多态性(SNP)标记及候选基因。

GWAS Identifies SNP Markers and Candidate Genes for Off-Flavours and Protein Content in Faba Bean ( L.).

作者信息

Lippolis Antonio, Hollebrands Boudewijn, Acierno Valentina, de Jong Catrienus, Pouvreau Laurice, Paulo João, Gezan Salvador A, Trindade Luisa M

机构信息

Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands.

Unilever Foods Innovation Centre-Hive, Bronland 14, 6708 WH Wageningen, The Netherlands.

出版信息

Plants (Basel). 2025 Jan 11;14(2):193. doi: 10.3390/plants14020193.

DOI:10.3390/plants14020193
PMID:39861546
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11768279/
Abstract

Faba bean ( L.) is a valuable ingredient in plant-based foods such as meat and dairy analogues. However, its typical taste and aroma are considered off-flavours in these food applications, representing a bottleneck during processing. Breeding is needed to develop varieties with minimal off-flavours and high protein content. The genetic regulation of these traits is underexplored. To dissect their genetic architecture, we performed a genome-wide association study (GWAS). A total of 245 faba bean accessions (the CGN population) were genotyped using the 90K-SPET targeted assay. These accessions were phenotyped in 2021 and 2022 in the Netherlands for protein, oil, fatty acids, lipid-derived products, phenolic acids, flavonoids, and tannins. The CGN population showed large phenotypic variation and moderate-to-high narrow-sense heritability for most traits. The growing environment significantly affected all traits, with trait-specific genotype-by-year (GxY) interactions. Condensed tannins and fatty acids were the most stable across the two years and had the highest heritability estimates ( > 0.6). GWAS identified a total of 148 single nucleotide polymorphisms (SNPs) loci in 2021 and 167 in 2022. Key candidate regulators included genes involved in lipid biosynthesis (, , ), amino acid transport () for protein storage, (), and regulators of the phenylpropanoid pathway, such as a gene and transcription factors and . These results pave the way for validation studies and biotechnological applications to improve the quality of faba bean-based foods.

摘要

蚕豆(L.)是植物性食品中的一种宝贵成分,如肉类和乳制品类似物。然而,在这些食品应用中,其典型的味道和香气被认为是异味,这是加工过程中的一个瓶颈。需要通过育种来培育出异味最小且蛋白质含量高的品种。这些性状的遗传调控尚未得到充分研究。为了剖析它们的遗传结构,我们进行了全基因组关联研究(GWAS)。使用90K-SPET靶向分析对总共245份蚕豆种质(CGN群体)进行了基因分型。这些种质于2021年和2022年在荷兰对蛋白质、油、脂肪酸、脂质衍生产品、酚酸、黄酮类化合物和单宁进行了表型分析。CGN群体表现出较大的表型变异,并且大多数性状具有中等到高的狭义遗传力。生长环境对所有性状都有显著影响,存在性状特异性的基因型×年份(GxY)相互作用。缩合单宁和脂肪酸在两年间最为稳定,遗传力估计值最高(>0.6)。GWAS在2021年共鉴定出148个单核苷酸多态性(SNP)位点,2022年鉴定出167个。关键候选调控因子包括参与脂质生物合成的基因(,,)、用于蛋白质储存的氨基酸转运基因()、()以及苯丙烷途径的调控因子,如一个基因和转录因子和。这些结果为验证研究和生物技术应用铺平了道路,以提高蚕豆基食品的质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/6fc6c4c73fa6/plants-14-00193-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/8cd836d0866d/plants-14-00193-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/72a7697772c9/plants-14-00193-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/9698b96ad141/plants-14-00193-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/6daac106834a/plants-14-00193-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/8e58f6dc5e76/plants-14-00193-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/e68610f82863/plants-14-00193-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/6fc6c4c73fa6/plants-14-00193-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/8cd836d0866d/plants-14-00193-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/72a7697772c9/plants-14-00193-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/9698b96ad141/plants-14-00193-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/6daac106834a/plants-14-00193-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/8e58f6dc5e76/plants-14-00193-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/e68610f82863/plants-14-00193-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d48/11768279/6fc6c4c73fa6/plants-14-00193-g007.jpg

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本文引用的文献

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High-throughput seed quality analysis in faba bean: leveraging Near-InfraRed spectroscopy (NIRS) data and statistical methods.蚕豆高通量种子质量分析:利用近红外光谱(NIRS)数据和统计方法
Food Chem X. 2024 Jun 26;23:101583. doi: 10.1016/j.fochx.2024.101583. eCollection 2024 Oct 30.
2
Novel SNP markers for flowering and seed quality traits in faba bean ( L.): characterization and GWAS of a diversity panel.蚕豆(L.)开花和种子品质性状的新型单核苷酸多态性标记:一个多样性群体的特征分析与全基因组关联研究
Front Plant Sci. 2024 Mar 6;15:1348014. doi: 10.3389/fpls.2024.1348014. eCollection 2024.
3
Nutrient Levels, Bioactive Metabolite Contents, and Antioxidant Capacities of Faba Beans as Affected by Dehulling.
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Foods. 2023 Nov 8;12(22):4063. doi: 10.3390/foods12224063.
4
The challenge of breeding for reduced off-flavor in faba bean ingredients.培育低异味蚕豆成分的挑战。
Front Plant Sci. 2023 Oct 30;14:1286803. doi: 10.3389/fpls.2023.1286803. eCollection 2023.
5
AGHmatrix: genetic relationship matrices in R.AGHmatrix:R 中的遗传关系矩阵。
Bioinformatics. 2023 Jul 1;39(7). doi: 10.1093/bioinformatics/btad445.
6
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7
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8
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Plant Genome. 2023 Mar;16(1):e20308. doi: 10.1002/tpg2.20308. Epub 2023 Feb 6.
9
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Plant Cell. 2023 Apr 20;35(5):1548-1571. doi: 10.1093/plcell/koad021.
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Int J Mol Sci. 2022 Dec 15;23(24):15964. doi: 10.3390/ijms232415964.