Evidence map›Paper›PMID 38059316›Full record

ArticleThe plant genome2024

Durum wheat heat tolerance loci defined via a north-south gradient.

Amadou Tidiane Sall, Hafssa Kabbaj, Sidi Ould Ely Menoum, Madiama Cisse, Mulatu Geleta, Rodomiro Ortiz, Filippo M Bassi

Abstract read
In one paragraph

Article in The plant genome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 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

7 authors.

Amadou Tidiane SallCentre de Recherches Agricoles, Institut Sénégalais de Recherches Agricoles (ISRA), Saint-Louis, Senegal.ORCID 0000-0002-5979-7080
Hafssa KabbajInternational Center for the Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco.
Sidi Ould Ely MenoumCentre National de Recherche Agronomique et de Développement Agricole (CNRADA), Kaédi, Mauritania.
Madiama CisseCentre de Recherches Agricoles, Institut Sénégalais de Recherches Agricoles (ISRA), Saint-Louis, Senegal.
Mulatu GeletaDepartment of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Lomma, Sweden.
Rodomiro OrtizDepartment of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Lomma, Sweden.ORCID 0000-0002-1739-7206
Filippo M BassiInternational Center for the Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco.ORCID 0000-0002-1164-5598

Funding

Vetenskapsrådet U-Forsk2013-6500: "Deployment of molecular durumVetenskapsrådet U-Forsk2017-05522: "Genomic prediction to delive
6 · The paper itself

Abstract

The global production of durum wheat (Triticum durum Desf.) is hindered by a constant rise in the frequency of severe heat stress events. To identify heat-tolerant germplasm, three different germplasm panels ("discovery," "investigation," and "validation") were studied under a range of heat-stressed conditions. Grain yield (GY) and its components were recorded at each site and a heat stress susceptibility index was calculated, confirming that each 1°C temperature rise corresponds to a GY reduction in durum wheat of 4.6%-6.3%. A total of 2552 polymorphic single nucleotide polymorphisms (SNPs) defined the diversity of the first panel, while 5642 SNPs were polymorphic in the "investigation panel." The use of genome-wide association studies revealed that 36 quantitative trait loci were associated with the target traits in the discovery panel, of which five were confirmed in a "subset" tested imposing heat stress by plastic tunnels, and in the investigation panel. A study of allelic combinations confirmed that Q.icd.Heat.003-1A, Q.icd.Heat.007-1B, and Q.icd.Heat.016-3B are additive in nature and the positive alleles at all three loci resulted in a 16% higher GY under heat stress. The underlying SNPs were converted into kompetitive allele specific PCR markers and tested on the validation panel, confirming that each explained up to 9% of the phenotypic variation for GY under heat stress. These markers can now be used for breeding to improve resilience to climate change and increase productivity in heat-stressed areas.

Indexed as

ThermotoleranceTriticumEdible GrainGenome-Wide Association StudyPlant BreedingQuantitative Trait Loci

Identifiers

PMID38059316
PMCPMC12807077

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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.