Evidence map›Paper›PMID 38674477›Full record

ArticlePlants (Basel, Switzerland)2024

Dissecting Genotype by Environment Interactions in Moroccan Wheat: An Advanced Biplot and Heatmap Analysis Unveiling Agronomic, Quality Traits, and Genotypic Stability for Tailored Breeding Strategies.

Oussama Hnizil, Aziz Baidani, Ilham Khlila, Mouna Taghouti, Nasserelhaq Nsarellah, Ali Amamou

Open access · goldAbstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
3.0field-weighted citation impact, top 10% of its field
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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. 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

6 authors at 2 institutions in 1 country.

Oussama HnizilLaboratory of Agrifood and Health, Faculty of Sciences and Techniques, Hassan First University of Settat, P.B. 577, Settat 26000, Morocco.
Aziz BaidaniLaboratory of Agrifood and Health, Faculty of Sciences and Techniques, Hassan First University of Settat, P.B. 577, Settat 26000, Morocco.
Ilham KhlilaLaboratory of Agrifood and Health, Faculty of Sciences and Techniques, Hassan First University of Settat, P.B. 577, Settat 26000, Morocco.
Mouna TaghoutiResearch Unit of Plant Genetic Resources and Plant Breeding, National Institute for Agronomic Research, P.B. 6356, Institutes 1010, Rabat 10101, Morocco.
Nasserelhaq NsarellahResearch Unit of Plant Breeding and Genetic Resources Conservation, Regional Center of Agricultural Research of Settat, National Institute of Agricultural Research, P.B. 589, Settat 26000, Morocco.
Ali AmamouResearch Unit of Plant Breeding and Genetic Resources Conservation, Regional Center of Agricultural Research of Settat, National Institute of Agricultural Research, P.B. 589, Settat 26000, Morocco.
Université Hassan 1er · MANational School of Business and Management in Settat · MA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This five-year study (2016-2021) across diverse Moroccan agro-climatic zones investigated genotype by environment (G × E) interactions in wheat, focusing on variations in agronomic traits and quality attributes such as protein and gluten content. Significant environmental effects were observed on key traits, like yield, thousand kernel weight (TKW), and spikes per square meter (Spk/m

Indexed as

agro-climatic zonesagronomic traitsbreeding strategiesdurum wheatgenotype × environment (G × E)quality traits

Identifiers

PMID38674477
PMCPMC11054286
OpenAlexW4394694511

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.