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通过参与式鉴定和对小扁豆地方品种的全基因组关联研究,在气候变化背景下为低投入系统解锁遗传多样性。

Unlocking genetic diversity for low-input systems in a changing climate through participatory characterization and GWAS of lentil landraces.

作者信息

Lorenzetti Elisa, Macharia Mercy Wairimu, Mager Svenja, Dell'Acqua Matteo, Carlesi Stefano, Bàrberi Paolo

机构信息

Instittue of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.

出版信息

Sci Rep. 2024 Dec 30;14(1):31979. doi: 10.1038/s41598-024-83516-y.

DOI:10.1038/s41598-024-83516-y
PMID:39738775
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11685781/
Abstract

Lentils are a vital staple crop in a world seeking sustainable and secure food, but their cultivation face a threat due to yield instability, mainly arising from a lack of genetic diversity in breeding programmes. In this study, we assembled and characterized the genetic and phenotypic diversities of a collection of 106 lentil genotypes, to evaluate their breeding and cropping potential. Lentil landraces from Italy and beyond, either abandoned or still cultivated, were collected from genebanks, seed savers, universities and farmers. We characterized their phenotypic diversity with an augmented block design, using a control plot enabling a spatial analysis. We phenotyped the collection during two cropping seasons for its agronomic performance, involving local practitioners in a participatory variety evaluation. Meanwhile, we genotyped the landrace collection with a DNA sequencing approach, obtaining 91,136 high quality single nucleotide polymorphisms (SNPs). We used SNPs to describe the phylogenetic relation among landraces, unveiling their uniqueness, and combined SNP data with measured traits to conduct a genome-wide association study (GWAS) that led to the identification of 32 unique marker-trait associations highlighting lentil genomic loci related with adaptation and performance. The results of this study offer new tools to unlock agrobiodiversity for lentil breeding in the Mediterranean, towards the identification of genetic factors responsible for traits of agronomic interest and providing possible sources of parental material.

摘要

在一个追求可持续和安全粮食的世界里,小扁豆是一种至关重要的主食作物,但由于产量不稳定,其种植面临威胁,而产量不稳定主要源于育种计划中缺乏遗传多样性。在本研究中,我们对106个小扁豆基因型的集合进行了遗传和表型多样性的组装与表征,以评估它们的育种和种植潜力。从基因库、种子保存者、大学和农民那里收集了来自意大利及其他地区、已被弃用或仍在种植的小扁豆地方品种。我们采用增广区组设计对其表型多样性进行了表征,并使用一个对照小区进行空间分析。我们在两个种植季节对该集合进行了农艺性能表型分析,并让当地从业者参与了参与式品种评价。与此同时,我们采用DNA测序方法对地方品种集合进行了基因分型,获得了91,136个高质量单核苷酸多态性(SNP)。我们使用SNP来描述地方品种之间的系统发育关系,揭示它们的独特性,并将SNP数据与测量的性状相结合,进行全基因组关联研究(GWAS),从而鉴定出32个独特的标记-性状关联,突出了与适应性和性能相关的小扁豆基因组位点。本研究结果提供了新工具,以释放地中海地区小扁豆育种的农业生物多样性,有助于识别与农艺性状相关的遗传因素,并提供可能的亲本材料来源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/56fe64e303bf/41598_2024_83516_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/f3a06d286249/41598_2024_83516_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/f9f704622edc/41598_2024_83516_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/e06aa3a7112a/41598_2024_83516_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/bcd9714763d5/41598_2024_83516_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/5e8cfa688be6/41598_2024_83516_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/ec8c4c9e9aee/41598_2024_83516_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/b4b6600ed922/41598_2024_83516_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/29dba3d1003f/41598_2024_83516_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/56fe64e303bf/41598_2024_83516_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/f3a06d286249/41598_2024_83516_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/f9f704622edc/41598_2024_83516_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/e06aa3a7112a/41598_2024_83516_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/bcd9714763d5/41598_2024_83516_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/5e8cfa688be6/41598_2024_83516_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/ec8c4c9e9aee/41598_2024_83516_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/b4b6600ed922/41598_2024_83516_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/29dba3d1003f/41598_2024_83516_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1af/11685781/56fe64e303bf/41598_2024_83516_Fig9_HTML.jpg

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