通过 GWAS 和群体遗传学绘制番茄(Solanum lycopersicum)基因型耐寒性的表型表现和新型 SNPs。

IF 1.9 Q3 GENETICS & HEREDITY BMC genomic data Pub Date : 2024-01-27 DOI:10.1186/s12863-024-01190-5
Labiba Riyaz Shah, Nazeer Ahmed, Khursheed Hussain, Sheikh Mansoor, Tamana Khan, Imran Khan, Sumati Narayan, Baseerat Afroza, Imtiyaz Murtaza, Asif Bashir Shikari, Basharat Bhat, Khalid Z Masoodi
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引用次数: 0

摘要

番茄(Solanum lycopersicum)对冷胁迫的敏感性阻碍了它的种植,对温带地区和种植季节产生了重大影响。为了揭示冷胁迫抗逆性的基因组区域,我们利用基因分型测序技术对 50 个不同的基因型进行了基因分型,其中包括栽培品种、野生品种和陆生品种。在两年的时间里,利用早播和晚播对这些品系进行了六次试验评估。基于 Illumina 的新一代测序技术可从单独测序的文库池中为每个样本产生多达 300 万个读数。Tassel 管道产生了 10,802 个变异,随后筛选出 3,854 个 SNPs 用于全基因组关联分析(GWAS)。通过 TASSEL、SNPhylo 和 Kinship 矩阵采用聚类方法(种群结构),50 个基因型聚类为四个不同的基因库。番茄耐寒性基因组学分析综合了包括产量在内的关键性状。该研究利用代表不同环境的六个独立表型数据集,确定了 4517 个耐寒性性状的重要标记-性状关联。值得注意的是,冷胁迫耐受性的关键变异(> 10%),尤其是脯氨酸含量,与标记-性状关联相关。此外,还揭示了产量和产量相关性状的 5,727 个显著标记-性状关联,揭示了果实产量和直接相关属性。调查在所有考察性状中确定了 685 个候选基因,其中包括 60 个与这些基因组区域内生物过程相关的基因。值得注意的是,60 个基因中有 7 个与非生物胁迫耐受性直接相关,直接或间接地作为胁迫响应基因发挥作用。所发现的基因,尤其是与胁迫响应相关的基因,可能是提高番茄耐寒性和整体作物产量的关键。
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Mapping phenotypic performance and novel SNPs for cold tolerance in tomato (Solanum lycopersicum) genotypes through GWAS and population genetics.

The cold stress susceptibility of tomato (Solanum lycopersicum) curtails its cultivation, with significant impact in temperate regions and on cropping seasons. To unravel genomic regions responsible for cold stress resilience, a diverse set of fifty genotypes encompassing cultivated, wild species, and landraces were genotyped using genotyping-by-sequencing. Over two years and six trials employing both early and late sowing, these lines were evaluated. Illumina-based next-generation sequencing produced up to 3 million reads per sample from individually sequenced library pools. The Tassel pipeline yielded 10,802 variants, subsequently filtered to 3,854 SNPs for genome-wide association analysis (GWAS). Employing clustering methods (population structure) via TASSEL, SNPhylo, and Kinship matrix, the fifty genotypes clustered into four distinct gene pools. The GWAS for cold tolerance in tomato integrated key traits including yield. Using six independent phenotypic datasets representing various environments, the study identified 4,517 significant marker-trait associations for cold tolerance traits. Notably, pivotal variations (> 10%) in cold stress tolerance, particularly proline content, were linked to marker-trait associations. Additionally, 5,727 significant marker-trait associations for yield and yield-related traits were unveiled, shedding light on fruit yield and directly associated attributes. The investigation pinpointed 685 candidate genes across all examined traits, including 60 genes associated with biological processes within these genomic regions. Remarkably, 7 out of the 60 genes were directly linked to abiotic stress tolerance, functioning as stress-responsive genes either directly or indirectly. The identified genes, particularly those associated with stress response, could hold the key to enhancing cold tolerance and overall crop productivity in tomato cultivation.

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