Evidence map›Paper›PMID 28769970›Full record

ArticleFrontiers in plant science2017

Genetic Diversity within a Global Panel of Durum Wheat

Hafssa Kabbaj, Amadou T Sall, Ayed Al-Abdallat, Mulatu Geleta, Ahmed Amri, Abdelkarim Filali-Maltouf, Bouchra Belkadi, Rodomiro Ortiz, Filippo M Bassi

Abstract read
In one paragraph

Article in Frontiers in plant science, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers.

0numbers the graph read from it
0cells of the map it votes in
74citing 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

74 citing papers in PubMed.

  1. Article
  2. Uncovering natural variation inFrontiers in plant science · 2026
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  20. Phenotypic evolution in durum wheat (Frontiers in plant science · 2023
    Article

14 more citing papers are in PubMed but not listed here.

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.

Hafssa KabbajInternational Center for Agricultural Research in the Dry AreasRabat, Morocco.
Amadou T SallInternational Center for Agricultural Research in the Dry AreasRabat, Morocco.
Ayed Al-AbdallatDepartment of Horticulture and Crop Science, Faculty of Agriculture, The University of Jordan AmmanAmman, Jordan.
Mulatu GeletaPlant Breeding, Swedish University of Agricultural SciencesAlnarp, Sweden.
Ahmed AmriInternational Center for Agricultural Research in the Dry AreasRabat, Morocco.
Abdelkarim Filali-MaltoufDepartment of Plant Science, Mohammed V UniversityRabat, Morocco.
Bouchra BelkadiDepartment of Plant Science, Mohammed V UniversityRabat, Morocco.
Rodomiro OrtizPlant Breeding, Swedish University of Agricultural SciencesAlnarp, Sweden.
Filippo M BassiInternational Center for Agricultural Research in the Dry AreasRabat, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Durum wheat is the 10th most important crop in the world, and its use traces back to the origin of agriculture. Unfortunately, in the last century only part of the genetic diversity available for this species has been captured in modern varieties through breeding. Here, the population structure and genetic diversity shared among elites and landraces collected from 32 countries was investigated. A total of 370 entries were genotyped with Axiom 35K array to identify 8,173 segregating single nucleotide polymorphisms (SNPs). Of these, 500 were selected as highly informative with a PIC value above 0.32 and used to test population structure via DAPC, STRUCTURE, and neighbor joining tree. A total of 10 sub-populations could be identified, six constituted by modern germplasm and four by landraces of different geographical origin. Interestingly, genomic comparison among groups indicated that Middle East and Ethiopia had the lowest level of allelic diversity, while breeding programs and landraces collected outside these regions were the richest in rare alleles. Further, phylogenetic analysis among landraces indicated that Ethiopia might represent a second center of origin of durum wheat, rather than a second domestication site as previously believed. Together, the analyses carried here provide a global picture of the available genetic diversity for this crop and shall guide its targeted use by breeders.

Indexed as

arrayAxiom 35Kcenter of diversitycouscousdomesticationdurum wheatevolutionpasta

Identifiers

PMID28769970
PMCPMC5513985

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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.