Evidence map›Paper›PMID 27507986›Full record

ArticleFrontiers in genetics2016

Spatial and Temporal Variation in Selection of Genes Associated with Pearl Millet Varietal Quantitative Traits In situ.

Cédric Mariac, Issaka S Ousseini, Abdel-Kader Alio, Hélène Jugdé, Jean-Louis Pham, Gilles Bezançon, Joelle Ronfort, Luc Descroix, Yves Vigouroux

Abstract read
In one paragraph

Article in Frontiers in genetics, 2016. 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
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Cédric MariacInstitut de Recherche Pour le Développement, UMR DIADE, MontpellierFrance; Institut de Recherche Pour le Développement, NiameyNiger.
Issaka S OusseiniInstitut de Recherche Pour le Développement, UMR DIADE, MontpellierFrance; Institut de Recherche Pour le Développement, NiameyNiger; University Montpellier II, Place Eugène Bataillon, MontpellierFrance; University Montpellier II, Place Eugène Bataillon, MontpellierFrance.
Abdel-Kader AlioInstitut de Recherche Pour le Développement, Niamey Niger.
Hélène JugdéInstitut de Recherche Pour le Développement, Niamey Niger.
Jean-Louis PhamInstitut de Recherche Pour le Développement, UMR DIADE, Montpellier France.
Gilles BezançonInstitut de Recherche Pour le Développement, UMR DIADE, MontpellierFrance; Institut de Recherche Pour le Développement, NiameyNiger.
Joelle RonfortInstitut National de Recherche Agronomique, INRA, UMR AGAP, Montpellier France.
Luc DescroixInstitut de Recherche Pour le Développement, NiameyNiger; Institut de Recherche Pour le Développement, IRD, UMR LTHE, GrenobleFrance.
Yves VigourouxInstitut de Recherche Pour le Développement, UMR DIADE, MontpellierFrance; Institut de Recherche Pour le Développement, NiameyNiger; University Montpellier II, Place Eugène Bataillon, MontpellierFrance.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ongoing global climate changes imply new challenges for agriculture. Whether plants and crops can adapt to such rapid changes is still a widely debated question. We previously showed adaptation in the form of earlier flowering in pearl millet at the scale of a whole country over three decades. However, this analysis did not deal with variability of year to year selection. To understand and possibly manage plant and crop adaptation, we need more knowledge of how selection acts in situ. Is selection gradual, abrupt, and does it vary in space and over time? In the present study, we tracked the evolution of allele frequency in two genes associated with pearl millet phenotypic variation in situ. We sampled 17 populations of cultivated pearl millet over a period of 2 years. We tracked changes in allele frequencies in these populations by genotyping more than seven thousand individuals. We demonstrate that several allele frequencies changes are compatible with selection, by correcting allele frequency changes associated with genetic drift. We found marked variation in allele frequencies from year to year, suggesting a variable selection effect in space and over time. We estimated the strength of selection associated with variations in allele frequency. Our results suggest that the polymorphism maintained at the genes we studied is partially explained by the spatial and temporal variability of selection. In response to environmental changes, traditional pearl millet varieties could rapidly adapt thanks to this available functional variability.

Indexed as

adaptation to climate variationfunctional diversitypearl milletselectiontemporal and spatial variability

Identifiers

PMID27507986
PMCPMC4960089

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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.