ReviewPlants (Basel, Switzerland)2022
Stability Indices to Deciphering the Genotype-by-Environment Interaction (GEI) Effect: An Applicable Review for Use in Plant Breeding Programs.
Review in Plants (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers.
What it found
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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.
The trial behind it
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Who cites it
48 citing papers in PubMed, 135 citations in OpenAlex.
- Finlay-Wilkinson random regression for yield and yield stability prediction in cereals.The plant genome · 2026Article
- Environment and Host Genetics Drive Infection Outcomes in a Butterfly Host, but Do Not Interact With Each Other.Ecology and evolution · 2026Article
- Assessment of genotype-by-environment interactions for seed yield and yield-related traits in oilseed sunflower genotypes under normal and salinity stress conditions.BMC plant biology · 2026Article
- Investigating the spatial adaptation for iron and zinc content using AMMI and GGE biplot model in lentil (Lens culinaris L.).BMC plant biology · 2026Article
- Integrating AMMI, Bayesian-AMMI, BLUP, and GGE biplot models to improve the identification of high-yielding and stable barley genotypes.BMC plant biology · 2026Article
- From Biodiversity to Biocompatibility: Insights from the Special Issue "Analysis and Biological Evaluation of Bioactive Compounds from Natural Sources-Second Edition".Molecules (Basel, Switzerland) · 2026Article
- Multi-trait stability index in the selection of high-yielding and stable barley genotypes.Journal of applied genetics · 2026Article
- Spider Mite Response, Agronomic Performance, and Stability of aPlants (Basel, Switzerland) · 2026Article
- Genotype-Specific Photosynthetic Plasticity and Leaf Yield ofPlants (Basel, Switzerland) · 2026Article
- Synergistically micronutrient co-application improves nutritional quality and effectively reduces aflatoxin contamination in Brassica rapa L. roots.Scientific reports · 2026Article
- Yield stability and GxE interaction of green-seeded fenugreek across diverse environments using multivariate models.Frontiers in plant science · 2026Article
- Advancing anthracnose resistance in dry beans through the transition from traditional to computational breeding efforts.Frontiers in plant science · 2026Review
- A multi-model genotype × environment interaction analysis discerning phenotypic plasticity of the strong culm trait in rice.Frontiers in plant science · 2026Article
- Multilevel analysis of salt stress responses in sorghum during seed germination.Frontiers in plant science · 2026Article
- Evaluating barley genotypes for yield stability using integrated model- and rank-based stability statistics.BMC plant biology · 2025Article
- Genetic mapping of novel QTL for seed protein stability in food-grade soybean (Glycine max).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Climate, Weather, and Ecology in Evaluation of High Latitude Spring Wheat Breeding Sites and Germplasm.Plants (Basel, Switzerland) · 2025Article
- Ascertaining the morpho-molecular diversity in buckwheat germplasm and identification of high yielding, stable genotypes with superior biochemical quality.Scientific reports · 2025Article
- Multivariate stability statistics of genotype by environment interaction on fresh yield of cowpea.Scientific reports · 2025Article
- Mainly high phenotypic stability of black spruce clones for growth and wood traits in contrasted environments within the current breeding zones and multitrait selection in Québec's seed and breeding zones.G3 (Bethesda, Md.) · 2025Article
Corrections and comments
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Authors and funding
4 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Experiments measuring the interaction between genotypes and environments measure the spatial (e.g., locations) and temporal (e.g., years) separation and/or combination of these factors. The genotype-by-environment interaction (GEI) is very important in plant breeding programs. Over the past six decades, the propensity to model the GEI led to the development of several models and mathematical methods for deciphering GEI in multi-environmental trials (METs) called "stability analyses". However, its size is hidden by the contribution of improved management in the yield increase, and for this reason comparisons of new with old varieties in a single experiment could reveal its real size. Due to the existence of inherent differences among proposed methods and analytical models, it is necessary for researchers that calculate stability indices, and ultimately select the superior genotypes, to dissect their usefulness. Thus, we have collected statistics, as well as models and their equations, to explore these methods further. This review introduces a complete set of parametric and non-parametric methods and models with a selection pattern based on each of them. Furthermore, we have aligned each method or statistic with a matched software, macro codes, and/or scripts.
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Registered trials
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.