ArticleFrontiers in plant science2023
Genetic gains in tropical maize hybrids across moisture regimes with multi-trait-based index selection.
Article in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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31 citing papers in PubMed, 65 citations in OpenAlex.
- Multi-trait stability selection drives genetic gains in cowpea [Vigna unguiculata (L.) Walp.] under high-temperature stress.BMC plant biology · 2026Article
- Genome-wide association mapping, phylogenetic study, and multivariate analysis of component traits of grain yield in wheat under heat stress conditions.Plant molecular biology · 2026Article
- Selection of Potential Potato Cultivars With Export Quality Through Multitrait Genotype-Ideotype Distance Index (MGIDI).Food science & nutrition · 2026Article
- Performance of doubled haploid maize (Zea mays L.) testcross hybrids under optimal and drought-stressed environments.PloS one · 2026Article
- Trait phenotyping and identification of trait-specific donor genotypes for agronomic improvement and ideotype breeding in browntop millet (Frontiers in plant science · 2026Article
- Multi-trait selection of tropical maize hybrids for combined productivity, agronomic stability, and aflatoxin resistance.Frontiers in plant science · 2026Article
- Multi-trait selection for drought-tolerant soybean accessions under contrasting water regimes.PloS one · 2026Article
- Article
- Integrating marker-assisted identification and multi-environment trait stability models to select superior rice restorer lines for hybrid breeding.Frontiers in plant science · 2026Article
- Harnessing genetic diversity for drought tolerance and forage yield improvement in pearl millet germplasms through a prebreeding framework.Scientific reports · 2025Article
- Uncovering rain-fed resilience power of grass pea in Iran using AMMI, BLUP, and multi-trait stability parameters.Scientific reports · 2025Article
- Delineating genotype × environment interaction for horticultural traits in tomato using GGE and AMMI biplot analysis.Scientific reports · 2025Article
- Sweet pepper yield modeling via deep learning and selection of superior genotypes using GBLUP and MGIDI.Scientific reports · 2025Article
- Association analysis of response to take-all disease with agronomic traits and molecular markers and selection ideal genotypes in bread wheat (Molecular breeding : new strategies in plant improvement · 2025Article
- Delineation of genotype × environment interaction and identifying superior red sorghum [Sorghum bicolor L. Moench] genotypes via multi-trait-based stability selection methods.BMC plant biology · 2025Article
- Article
- Quantifying genetic variability and genotype ranking for food quality attributes in white Guinea yam (Frontiers in plant science · 2025Article
- Resilient yet productive: maize that can thrive under stress and in optimal conditions.Frontiers in plant science · 2025Article
- Across-rotation genetic analysis and multitrait selection in a cloned cross ofFrontiers in plant science · 2025Article
- BreedingHeliyon · 2024Article
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Unpredictable weather vagaries in the Asian tropics often increase the risk of a series of abiotic stresses in maize-growing areas, hindering the efforts to reach the projected demands. Breeding climate-resilient maize hybrids with a cross-tolerance to drought and waterlogging is necessary yet challenging because of the presence of genotype-by-environment interaction (GEI) and the lack of an efficient multi-trait-based selection technique. The present study aimed at estimating the variance components, genetic parameters, inter-trait relations, and expected selection gains (SGs) across the soil moisture regimes through genotype selection obtained based on the novel multi-trait genotype-ideotype distance index (MGIDI) for a set of 75 tropical pre-released maize hybrids. Twelve traits including grain yield and other secondary characteristics for experimental maize hybrids were studied at two locations. Positive and negative SGs were estimated across moisture regimes, including drought, waterlogging, and optimal moisture conditions. Hybrid, moisture condition, and hybrid-by-moisture condition interaction effects were significant (
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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.