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非洲花生育种改良网络(GINA)种质资源收集:用于培育和基因发现的独特遗传资源。

The groundnut improvement network for Africa (GINA) germplasm collection: a unique genetic resource for breeding and gene discovery.

机构信息

ISRA, Centre d'Etudes Régional pour l'Amélioration de l'Adaptation à la Sécheresse, CERAAS-Route de Khombole, Thiès BP 3320, Senegal.

UMR AGAP, CIRAD, 34398 Montpellier, France.

出版信息

G3 (Bethesda). 2023 Dec 29;14(1). doi: 10.1093/g3journal/jkad244.

Abstract

Cultivated peanut or groundnut (Arachis hypogaea L.) is a grain legume grown in many developing countries by smallholder farmers for food, feed, and/or income. The speciation of the cultivated species, that involved polyploidization followed by domestication, greatly reduced its variability at the DNA level. Mobilizing peanut diversity is a prerequisite for any breeding program for overcoming the main constraints that plague production and for increasing yield in farmer fields. In this study, the Groundnut Improvement Network for Africa assembled a collection of 1,049 peanut breeding lines, varieties, and landraces from 9 countries in Africa. The collection was genotyped with the Axiom_Arachis2 48K SNP array and 8,229 polymorphic single nucleotide polymorphism (SNP) markers were used to analyze the genetic structure of this collection and quantify the level of genetic diversity in each breeding program. A supervised model was developed using dapc to unambiguously assign 542, 35, and 172 genotypes to the Spanish, Valencia, and Virginia market types, respectively. Distance-based clustering of the collection showed a clear grouping structure according to subspecies and market types, with 73% of the genotypes classified as fastigiata and 27% as hypogaea subspecies. Using STRUCTURE, the global structuration was confirmed and showed that, at a minimum membership of 0.8, 76% of the varieties that were not assigned by dapc were actually admixed. This was particularly the case of most of the genotype of the Valencia subgroup that exhibited admixed genetic heritage. The results also showed that the geographic origin (i.e. East, Southern, and West Africa) did not strongly explain the genetic structure. The gene diversity managed by each breeding program, measured by the expected heterozygosity, ranged from 0.25 to 0.39, with the Niger breeding program having the lowest diversity mainly because only lines that belong to the fastigiata subspecies are used in this program. Finally, we developed a core collection composed of 300 accessions based on breeding traits and genetic diversity. This collection, which is composed of 205 genotypes of fastigiata subspecies (158 Spanish and 47 Valencia) and 95 genotypes of hypogaea subspecies (all Virginia), improves the genetic diversity of each individual breeding program and is, therefore, a unique resource for allele mining and breeding.

摘要

栽培花生或落花生(Arachis hypogaea L.)是一种在许多发展中国家由小农种植的谷物豆科植物,用于食物、饲料和/或收入。该栽培物种的物种形成涉及多倍化,随后是驯化,这大大降低了其在 DNA 水平上的变异性。调动花生多样性是克服生产中主要限制因素和提高农民田间产量的任何育种计划的前提。在这项研究中,非洲花生改良网络收集了来自非洲 9 个国家的 1049 个花生育种种系、品种和地方品种。该收集物用 Axiom_Arachis2 48K SNP 阵列进行了基因分型,使用 8229 个多态性单核苷酸多态性(SNP)标记来分析该收集物的遗传结构,并量化每个育种种系的遗传多样性水平。使用 dapc 开发了一个监督模型,明确地将 542、35 和 172 个基因型分配给西班牙、巴伦西亚和弗吉尼亚市场类型。基于距离的聚类分析表明,根据亚种和市场类型,该集合显示出清晰的分组结构,其中 73%的基因型分类为 fastigiata,27%为 hypogaea 亚种。使用 STRUCTURE 确认了全局结构,并表明,在最小成员资格为 0.8 的情况下,通过 dapc 未分配的 76%的品种实际上是混合的。这特别是 Valencia 亚组的大多数基因型表现出混合的遗传遗产的情况。结果还表明,地理起源(即东非、南非和西非)并没有强烈解释遗传结构。每个育种种系管理的基因多样性,用预期杂合度衡量,范围从 0.25 到 0.39,尼日尔育种种系的多样性最低,主要是因为该计划仅使用属于 fastigiata 亚种的系。最后,我们根据育种种系和遗传多样性开发了一个由 300 个材料组成的核心集合。该集合由 205 个 fastigiata 亚种(158 个西班牙和 47 个 Valencia)和 95 个 hypogaea 亚种(全部为 Virginia)的基因型组成,提高了每个单独育种种系的遗传多样性,因此是等位基因挖掘和育种种系的独特资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1fd6/10755195/cf466372818e/jkad244f1.jpg

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