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全基因组关联研究揭示影响咖啡阿拉比卡种脂类和二萜含量的候选基因

Genome-wide association study reveals candidate genes influencing lipids and diterpenes contents in Coffea arabica L.

机构信息

Instituto Agronômico do Paraná, Laboratório de Biotecnologia Vegetal, 86047902, Londrina, PR, Brazil.

CIRAD, UMR AGAP, F-34398, Montpellier, France.

出版信息

Sci Rep. 2018 Jan 11;8(1):465. doi: 10.1038/s41598-017-18800-1.

DOI:10.1038/s41598-017-18800-1
PMID:29323254
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5764960/
Abstract

Lipids, including the diterpenes cafestol and kahweol, are key compounds that contribute to the quality of coffee beverages. We determined total lipid content and cafestol and kahweol concentrations in green beans and genotyped 107 Coffea arabica accessions, including wild genotypes from the historical FAO collection from Ethiopia. A genome-wide association study was performed to identify genomic regions associated with lipid, cafestol and kahweol contents and cafestol/kahweol ratio. Using the diploid Coffea canephora genome as a reference, we identified 6,696 SNPs. Population structure analyses suggested the presence of two to three groups (K = 2 and K = 3) corresponding to the east and west sides of the Great Rift Valley and an additional group formed by wild accessions collected in western forests. We identified 5 SNPs associated with lipid content, 4 with cafestol, 3 with kahweol and 9 with cafestol/kahweol ratio. Most of these SNPs are located inside or near candidate genes related to metabolic pathways of these chemical compounds in coffee beans. In addition, three trait-associated SNPs showed evidence of directional selection among cultivated and wild coffee accessions. Our results also confirm a great allelic richness in wild accessions from Ethiopia, especially in accessions originating from forests in the west side of the Great Rift Valley.

摘要

脂质,包括二萜咖啡醇和卡韦醇,是影响咖啡饮料品质的关键化合物。我们测定了绿咖啡豆中的总脂质含量以及咖啡醇和卡韦醇的浓度,并对 107 份阿拉比卡咖啡种质资源进行了基因分型,这些资源包括来自埃塞俄比亚历史悠久的粮农组织收集的野生基因型。我们进行了全基因组关联研究,以鉴定与脂质、咖啡醇和卡韦醇含量以及咖啡醇/卡韦醇比值相关的基因组区域。使用二倍体咖啡 C. canephora 基因组作为参考,我们鉴定了 6696 个 SNP。群体结构分析表明存在两个到三个群体(K=2 和 K=3),分别对应大裂谷的东西两侧,以及由西部森林中收集的野生种质形成的另外一个群体。我们鉴定了 5 个与脂质含量相关、4 个与咖啡醇相关、3 个与卡韦醇相关以及 9 个与咖啡醇/卡韦醇比值相关的 SNP。这些 SNP 中的大多数位于与咖啡豆中这些化学化合物代谢途径相关的候选基因内部或附近。此外,三个与性状相关的 SNP 在栽培和野生咖啡种质资源中表现出定向选择的证据。我们的研究结果还证实了来自埃塞俄比亚的野生资源具有丰富的等位基因,特别是来自大裂谷西侧森林的野生资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/55124c976eec/41598_2017_18800_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/b001543258b6/41598_2017_18800_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/d0a99ae50086/41598_2017_18800_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/18bc37cf6e6d/41598_2017_18800_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/55124c976eec/41598_2017_18800_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/b001543258b6/41598_2017_18800_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/d0a99ae50086/41598_2017_18800_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/18bc37cf6e6d/41598_2017_18800_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff12/5764960/55124c976eec/41598_2017_18800_Fig4_HTML.jpg

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