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Reverse BSA-QTLseq: A new genotype-driven bioinformatics approach for simultaneous trait mapping

生物 数量性状位点 遗传学 人口 计算生物学 大块分离分析 基于家系的QTL定位 基因分型 包含复合区间映射 候选基因 鉴定(生物学) 生物信息学 性状 选择(遗传算法) 现象 基因定位 基因组学 顺序装配 关联映射 基因组 特质 近交系 基因 SNP基因分型 DNA测序 表观遗传学 康蒂格 遗传变异 表达数量性状基因座 基因型
作者
Salvatore Esposito,Nunzio D’Agostino,Francesca Taranto,Fabio Fania,Stefano Pavan,Ida Colella,Francesco Sestili,D. Lafiandra,Pasquale De Vita
出处
期刊:Plant communications [Elsevier BV]
卷期号:7 (1): 101588-101588
标识
DOI:10.1016/j.xplc.2025.101588
摘要

Bulked segregant analysis (BSA) is a widely used method for identifying genomic loci associated with traits of interest in crops. However, conventional BSA is limited by its reliance on phenotype-driven bulk sampling, which restricts its scalability and confines its applicability to single-trait analysis. This study introduces a novel method, reverse BSA-QTLseq, which uses genotype-driven bulk reconstruction through bioinformatics, enabling the simultaneous mapping of multiple traits from the same genotypic dataset. Reverse BSA-QTLseq uses a two-step strategy-low-resolution genotyping of the entire population followed by high-resolution sequencing of selected bulks-enabling cost-effective identification of genetically divergent lines to enhance the discovery of quantitative trait loci (QTLs). Using a bread wheat recombinant inbred line (RIL) population as a case study, we mapped loci associated with heading date and plant height , confirming approximately 95% of known QTLs, including both dwarfing genes (e.g., Rht-B1 and Rht-5) and flowering-time regulators (e.g., Vrn-A1), and identified novel QTLs and candidate loci with strong phenotypic effects. The phased genotyping strategy maximized genetic distance in the initial sampling, facilitating the in silico reconstruction of trait-specific contrasting bulks. Integration of transcriptional profiles from the parental lines of the RIL population, from which the bulks were derived, aided in identifying candidate genes and regulatory networks underlying the variation of traits such as photoperiod response, nutrient transport, and stress adaptation. The versatility and potential for data reuse offered by the proposed method represent a significant advancement in QTL mapping, with broad implications for marker-assisted breeding and selection programs. Future integration of transcriptomic and epigenomic data is expected to further enhance the power of reverse BSA-QTLseq, accelerating genetic improvement in crops.
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