Evidence map›Paper›PMID 40447845›Full record

ArticleCommunications biology2025

Cowpea (Vigna unguiculata L. Walp.) landraces in Mozambique and neighbouring Southern African countries harbour genetic loci with potential for climate adaptation.

Mercy Wairimu Macharia, Leonardo Caproni, Marta Solemanegy, Robel Takele, Rogerio Marcos Chiulele, Paulino Munisse, Manuel Amane, Mario Enrico Pè, Roberto Buizza, Matteo Dell'Acqua

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
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2citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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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

10 authors.

Mercy Wairimu MachariaInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.ORCID http://orcid.org/0000-0001-8698-8934
Leonardo CaproniInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.ORCID http://orcid.org/0000-0002-7129-8575
Marta SolemanegyInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.ORCID http://orcid.org/0009-0007-1403-282X
Robel TakeleInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.
Rogerio Marcos ChiuleleCentre of Excellence in Agri-Food Systems and Nutrition, UEM, Maputo, Mozambique.
Paulino MunisseInstituto de Investigação Agrária de Moçambique, Maputo, Mozambique.
Manuel AmaneInstituto de Investigação Agrária de Moçambique, Maputo, Mozambique.
Mario Enrico PèInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.
Roberto BuizzaInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy.ORCID http://orcid.org/0000-0002-3754-2271
Matteo Dell'AcquaInstitute of Plant Sciences, Scuola Superiore Sant'Anna, Pisa, Italy. matteo.dellacqua@santannapisa.it.ORCID http://orcid.org/0000-0001-5703-8382

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Large untapped potential for local climate adaptation is present in plant genetic resources maintained by smallholder farmers in Southern Africa. Cowpea (Vigna unguiculata L.Walp.), a staple crop for local farmers in the arid and semiarid regions of Southern Africa, is mostly unexplored by modern breeding approaches. In this paper, we assemble and characterize a collection of 389 cowpea accessions from Southern Africa, mainly landraces, including the entire ex-situ collection from the national Mozambique genebank. We use a genotyping-by-sequencing approach to describe the diversity in the collection and we concurrently characterize historical and projected climate at sampling points of landraces in search of genomic signatures of local adaptation. Our results show unique cowpea diversity in Mozambique, which can be partially put in relation with bioclimatic variation. The genotype-environment association approaches, Latent Factor Mixed Models (LFMM) and partial Redundancy Analysis (pRDA) allowed us to identify 36 genomic loci potentially involved in local climate adaptation. This included a region on chromosome 7 tagging four candidate genes linked to flowering and including a homolog of GIGANTEA, a gene regulating flowering time in response to day length and temperature in Arabidopsis. Finally, we estimated cowpea landraces adaptation to projected climate in the region, highlighting regions of maladaptation in southern Tanzania and Zimbabwe. Our results show that genetic resources maintained by farmers in Southern Africa bear traits for local climate adaptation and may contribute to enhancing the adaptability of cowpea to a shifting climate.

Indexed as

AcclimatizationAdaptation, PhysiologicalGenetic LociVignaAfrica, SouthernClimateGenetic VariationGenotypeMozambique

Identifiers

PMID40447845
PMCPMC12125303

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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.