Quantitative Trait Loci for Phenology, Yield, and Phosphorus Use Efficiency in Cowpea.

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Genes Pub Date : 2025-01-08 DOI:10.3390/genes16010064
Saba B Mohammed, Patrick Obia Ongom, Nouhoun Belko, Muhammad L Umar, María Muñoz-Amatriaín, Bao-Lam Huynh, Abou Togola, Muhammad F Ishiyaku, Ousmane Boukar
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Abstract

Background/objectives: Cowpea is an important legume crop in sub-Saharan Africa (SSA) and beyond. However, access to phosphorus (P), a critical element for plant growth and development, is a significant constraint in SSA. Thus, it is essential to have high P-use efficiency varieties to achieve increased yields in environments where little-to- no phosphate fertilizers are applied.

Methods: In this study, crop phenology, yield, and grain P efficiency traits were assessed in two recombinant inbred line (RIL) populations across ten environments under high- and low-P soil conditions to identify traits' response to different soil P levels and associated quantitative trait loci (QTLs). Single-environment (SEA) and multi-environment (MEA) QTL analyses were conducted for days to flowering (DTF), days to maturity (DTM), biomass yield (BYLD), grain yield (GYLD), grain P-use efficiency (gPUE) and grain P-uptake efficiency (gPUpE).

Results: Phenotypic data indicated significant variation among the RILs, and inadequate soil P had a negative impact on flowering, maturity, and yield traits. A total of 40 QTLs were identified by SEA, with most explaining greater than 10% of the phenotypic variance, indicating that many major-effect QTLs contributed to the genetic component of these traits. Similarly, MEA identified 23 QTLs associated with DTF, DTM, GYLD, and gPUpE under high- and low-P environments. Thirty percent (12/40) of the QTLs identified by SEA were also found by MEA, and some of those were identified in more than one P environment, highlighting their potential in breeding programs targeting PUE. QTLs on chromosomes Vu03 and Vu08 exhibited consistent effects under both high- and low-P conditions. In addition, candidate genes underlying the QTL regions were identified.

Conclusions: This study lays the foundation for molecular breeding for PUE and contributes to understanding the genetic basis of cowpea response in different soil P conditions. Some of the identified genomic loci, many being novel QTLs, could be deployed in marker-aided selection and fine mapping of candidate genes.

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豇豆物候、产量和磷利用效率的数量性状位点。
背景/目的:豇豆是撒哈拉以南非洲(SSA)及其他地区重要的豆科作物。然而,作为植物生长发育的关键元素,磷(P)的获取是SSA的重要限制。因此,在很少施用磷肥或不施用磷肥的环境中,必须有高磷利用率的品种来实现增产。方法:在高磷和低磷土壤条件下,对2个重组自交系(RIL)群体在10种不同环境下的作物物候、产量和籽粒磷效率性状进行了评估,以确定性状对不同土壤磷水平的响应和相关的数量性状位点(qtl)。采用单环境(SEA)和多环境(MEA)对开花天数(DTF)、成熟天数(DTM)、生物量产量(BYLD)、籽粒产量(GYLD)、籽粒磷利用效率(gPUE)和籽粒磷吸收效率(gPUpE)进行了QTL分析。结果:表型数据表明,土壤磷含量不足对开花、成熟和产量性状有显著影响。通过SEA共鉴定出40个qtl,其中大多数解释了超过10%的表型变异,这表明许多主效qtl对这些性状的遗传成分有贡献。类似地,MEA在高p和低p环境下鉴定了23个与DTF、DTM、GYLD和gPUpE相关的qtl。SEA鉴定的qtl中有30%(12/40)与MEA鉴定的qtl相同,其中一些qtl在多个P环境中被鉴定,这表明它们在针对PUE的育种计划中具有很大的潜力。在高磷和低磷条件下,Vu03和Vu08染色体上的qtl表现出一致的效应。此外,还鉴定了QTL区域的候选基因。结论:本研究为PUE的分子育种奠定了基础,有助于了解豇豆对不同土壤磷条件响应的遗传基础。一些已鉴定的基因组位点,许多是新的qtl,可用于标记辅助选择和候选基因的精细定位。
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来源期刊
Genes
Genes GENETICS & HEREDITY-
CiteScore
5.20
自引率
5.70%
发文量
1975
审稿时长
22.94 days
期刊介绍: Genes (ISSN 2073-4425) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to genes, genetics and genomics. It publishes reviews, research articles, communications and technical notes. There is no restriction on the length of the papers and we encourage scientists to publish their results in as much detail as possible.
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