甜菜多样性面板GWAS中与总溶解固形物相关的QTL等位基因的变异

IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY
Plant Genome Pub Date : 2025-03-01 DOI:10.1002/tpg2.70014
Audrey Pelikan, Irwin L Goldman
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引用次数: 0

摘要

甜度是食用甜菜(Beta vulgaris L.)风味特征的主要组成部分,也是其新鲜消费市场成功的关键决定因素。总溶解固体(TDS)是产品中糖含量的代表,很容易通过折光计测量,这使得TDS在专注于增加甜味的育种计划中很有价值。利用基因分型测序技术,对来自甜菜作物复合体及其野生近缘的238份材料进行了基因分型,筛选后从226份完整的材料中获得10,237个单核苷酸多态性(snp),从仅食用甜菜的材料中获得9,847个snp。该小组在2年的现场试验中表型化,并使用最佳线性无偏估计调整平均值。TDS水平因作物类型而异,广义遗传力为0.90,表明表型差异在很大程度上可归因于遗传变异。一项全基因组关联研究(GWAS)发现了4个与TDS显著相关的数量性状位点(qtl)。在GWAS模型中一致鉴定出2号染色体上的QTL,解释了整个面板中12.1%-62.6%的表型变异。直接参与蔗糖生物合成途径的基因bevull . 2g176300位于显著标记的下游。在第7号染色体上鉴定的第二个QTL揭示了可能区分表用甜菜品种的QTL等位基因,解释了近一半的表型变异,这是第一个报道的与表用甜菜特有的TDS相关的QTL。利用所描述的QTL,可以有效地在普通甜菜中培育更高的TDS水平,避免间作型杂交和连锁拖累。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Variation for QTL alleles associated with total dissolved solids among crop types in a GWAS of a Beta vulgaris diversity panel.

Sweetness is a main component of the table beet (Beta vulgaris L.) flavor profile and a key determinant of its market success for fresh consumption. Total dissolved solids (TDS) is a proxy for sugar content in produce and are easily measured through a refractometer, making TDS valuable in breeding programs focused on increasing sweetness. A diversity panel of 238 accessions from the Beta vulgaris crop complex and wild relatives was assembled and genotyped using genotyping-by-sequencing, yielding 10,237 single nucleotide polymorphisms (SNPs) from 226 full panel accessions and 9,847 SNPs from table beet only accessions after filtering. The panel was phenotyped in field trials over 2 years and mean values were adjusted using best linear unbiased estimates. TDS levels varied among crop types and a broad-sense heritability of 0.90 indicated that phenotypic differences can be attributed in large part to genetic variation. A genome-wide association study (GWAS) uncovered four quantitative trait loci (QTLs) identified across multiple models to significantly associate with TDS. A QTL on chromosome 2 was consistently identified among GWAS models, explaining 12.1%-62.6% of the phenotypic variation in the full panel. Bevul.2G176300, a gene directly involved in the sucrose biosynthesis pathway, was located downstream the significant marker. A second QTL identified on chromosome 7 revealed QTL alleles that may differentiate between table beet accessions, explaining nearly half the phenotypic variation, and is the first QTL reported in association with TDS unique to table beet. The QTL described can be used to efficiently breed for higher TDS levels in Beta vulgaris, avoiding intercrop type crosses and linkage drag.

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来源期刊
Plant Genome
Plant Genome PLANT SCIENCES-GENETICS & HEREDITY
CiteScore
6.00
自引率
4.80%
发文量
93
审稿时长
>12 weeks
期刊介绍: The Plant Genome publishes original research investigating all aspects of plant genomics. Technical breakthroughs reporting improvements in the efficiency and speed of acquiring and interpreting plant genomics data are welcome. The editorial board gives preference to novel reports that use innovative genomic applications that advance our understanding of plant biology that may have applications to crop improvement. The journal also publishes invited review articles and perspectives that offer insight and commentary on recent advances in genomics and their potential for agronomic improvement.
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