ArticleFrontiers in genetics2022
Analysis of genotype × environment interactions for agronomic traits of soybean (
Article in Frontiers in genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17 citing papers in PubMed.
- Yield Stability and Adaptability of Black Soybean Line BSCM41 Support Bi-Directional Seed Rotation System in Northeast Thailand.Plants (Basel, Switzerland) · 2026Article
- Genotype-by-environment interaction informs selection for seed physiological quality and stink bug tolerance in soybean under pest management contrasts.Pest management science · 2026Article
- Genome-Wide Association Study and Candidate Gene Mining for Plant Height and Main Stem Node Number in Soybean from Northwest China.Plants (Basel, Switzerland) · 2026Article
- Soybean Rust Resistance and Yield Performance of Elite Soybean Genotypes Across Diverse Environments in Uganda.Plant-environment interactions (Hoboken, N.J.) · 2026Article
- Identification of high-yielding and stable Egyptian soybean genotypes for breeding across varied environments.BMC plant biology · 2026Article
- Harnessing genotype-by-environment interaction and stability analysis of taro (Colocasia esculenta (L.) Schott) genotypes for resilient breeding and food security in Southwest Ethiopia.BMC plant biology · 2025Article
- Jinyuan 601 a Novel High-Protein Soybean Variety with Improved Agronomic Traits and Nutritional Quality.Life (Basel, Switzerland) · 2025Article
- Comprehensive Assessment of Biochemical Traits in Diverse Faba Bean (Food science & nutrition · 2025Article
- Agronomic and anatomic performance of some soybean genotypes under optimal and water-deficit conditions.Frontiers in plant science · 2025Article
- Genotype-by-environment interaction and stability analysis of grain yield of bread wheat (Heliyon · 2024Article
- Genotype by environment and genotype by yield*trait interactions in sugar beet: analyzing yield stability and determining key traits association.Scientific reports · 2024Article
- Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa).PloS one · 2024Article
- Impact of low light intensity on biomass partitioning and genetic diversity in a chickpea mapping population.Frontiers in plant science · 2024Article
- Exploring Genetics by Environment Interactions in Some Rice Genotypes across Varied Environmental Conditions.Plants (Basel, Switzerland) · 2023Article
- Article
- Assessment of halotolerant bacterial and fungal consortia for augmentation of wheat in saline soils.Frontiers in microbiology · 2023Article
- Genome-wide association study of soybean (Frontiers in plant science · 2023Article
Corrections and comments
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7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The soybean yield is a complex quantitative trait that is significantly influenced by environmental factors. G × E interaction (GEI), which derives the performance of soybean genotypes differentially in various environmental conditions, is one of the main obstacles to increasing the net production. The primary goal of this study is to identify the outperforming genotypes in different latitudes, which can then be used in future breeding programs. A total of 96 soybean genotypes were examined in two different ecological regions: Faisalabad and Tando Jam in Pakistan. The evaluation of genotypes in different environmental conditions showed a substantial amount of genetic diversity for grain yield. We identified 13 environment-specific genotypes showing their maximum grain yield in each environment. Genotype G69 was found to be an ideal genotype with higher grain yield than other genotypes tested in this study and is broadly adapted for environments E1 and E2 and also included in top-yielding genotypes in E3, E4, and E5. G92 is another genotype that is broadly adapted in E1, E3, and E4. In the case of environments, E3 is suggested to be a more ideal environment as it is plotted near the concentric circle and is very informative for the selection of genotypes with high yield. Despite the presence of GEI, advances in DNA technology provided very useful tools to investigate the insight of advanced genotypes. Association mapping is a useful method for swiftly and efficiently investigating the genetic basis of significant plant traits. A total of 26 marker-trait associations were found for six agronomic traits in five environments, with the highest significance (
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