Evidence map›Paper›PMID 39858611›Full record

ArticleGenes2025

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

Saba B Mohammed, Patrick Obia Ongom, Nouhoun Belko, Muhammad L Umar, María Muñoz-Amatriaín, Bao-Lam Huynh, Abou Togola, Muhammad F Ishiyaku, Ousmane Boukar

Abstract read
In one paragraph

Article in Genes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Saba B MohammedInternational Institute of Tropical Agriculture, PMB 3112, Kano 700223, Nigeria.ORCID 0000-0002-1796-5955
Patrick Obia OngomInternational Institute of Tropical Agriculture, PMB 3112, Kano 700223, Nigeria.ORCID 0000-0002-5303-3602
Nouhoun BelkoInternational Institute of Tropical Agriculture, PMB 3112, Kano 700223, Nigeria.
Muhammad L UmarDepartment of Plant Science, Ahmadu Bello University, PMB 1044, Zaria 810211, Nigeria.ORCID 0000-0002-0432-0656
María Muñoz-AmatriaínDepartment of Botany and Plant Sciences, University of California, Riverside, CA 94607, USA.ORCID 0000-0002-4476-1691
Bao-Lam HuynhDepartment of Nematology, University of California, 900 University Avenue, Riverside, CA 92521, USA.ORCID 0000-0002-6845-125X
Abou TogolaInternational Institute of Tropical Agriculture, PMB 3112, Kano 700223, Nigeria.
Muhammad F IshiyakuDepartment of Plant Science, Ahmadu Bello University, PMB 1044, Zaria 810211, Nigeria.
Ousmane BoukarInternational Institute of Tropical Agriculture, PMB 3112, Kano 700223, Nigeria.ORCID 0000-0003-0234-4264

Funding

Gates Foundation INV-009560
6 · The paper itself

Abstract

BACKGROUND/

objectivesCowpea 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.

methodsIn 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).

resultsPhenotypic 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.

conclusionsThis 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.

Indexed as

PhosphorusQuantitative Trait LociVignaChromosome MappingCrops, AgriculturalPhenotypeSoilPhosphorusSoilcowpeagrain yieldlow soil phosphorusphosphorus use efficiencyquantitative trait locisoil fertility

Identifiers

PMID39858611
PMCPMC11764512

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.