ArticleScientific reports2019
QTL mapping and genome-wide prediction of heat tolerance in multiple connected populations of temperate maize.
Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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19 citing papers in PubMed, 42 citations in OpenAlex.
- Identification of Candidate Heat-Tolerance Genes in Maize by Integrating Linkage and Transcriptomic Analyses.Plants (Basel, Switzerland) · 2026Article
- Integrating Genetic Diversity and Agronomic Innovations for Climate-Resilient Maize Systems.Plants (Basel, Switzerland) · 2025Review
- Thousands of trait-specific KASP markers designed for diverse breeding applications in rice (Oryza sativa).G3 (Bethesda, Md.) · 2025Article
- ZmHsp18 screened from the ZmHsp20 gene family confers thermotolerance in maize.BMC plant biology · 2024Article
- Maize and heat stress: Physiological, genetic, and molecular insights.The plant genome · 2024Review
- Article
- Morphological and physio-biochemical responses under heat stress in cotton: Overview.Biotechnology reports (Amsterdam, Netherlands) · 2023Review
- Review
- Transcriptional dynamics of maize leaves, pollens and ovules to gain insights into heat stress-related responses.Frontiers in plant science · 2023Article
- The double round-robin population unravels the genetic architecture of grain size in barley.Journal of experimental botany · 2022Article
- Meta-QTL analysis and candidate genes identification for various abiotic stresses in maize (Molecular breeding : new strategies in plant improvement · 2022Article
- Effects of Raised Ambient Temperature on the Local and Systemic Adaptions of Maize.Plants (Basel, Switzerland) · 2022Review
- Recent developments in multi-omics and breeding strategies for abiotic stress tolerance in maize (Frontiers in plant science · 2022Review
- Heat Stress-Mediated Constraints in Maize (Frontiers in plant science · 2022Review
- Beat the stress: breeding for climate resilience in maize for the tropical rainfed environments.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Review
- Intercontinental trials reveal stable QTL for Northern corn leaf blight resistance in Europe and in Brazil.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Article
- Genome-Wide Development and Validation of Cost-Effective KASP Marker Assays for Genetic Dissection of Heat Stress Tolerance in Maize.International journal of molecular sciences · 2020Article
- Root Growth Adaptation to Climate Change in Crops.Frontiers in plant science · 2020Review
- Identification and Characterization of Contrasting Genotypes/Cultivars for Developing Heat Tolerance in Agricultural Crops: Current Status and Prospects.Frontiers in plant science · 2020Review
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Climate change will lead to increasing heat stress in the temperate regions of the world. The objectives of this study were the following: (I) to assess the phenotypic and genotypic diversity of traits related to heat tolerance of maize seedlings and dissect their genetic architecture by quantitative trait locus (QTL) mapping, (II) to compare the prediction ability of genome-wide prediction models using various numbers of KASP (Kompetitive Allele Specific PCR genotyping) single nucleotide polymorphisms (SNPs) and RAD (restriction site-associated DNA sequencing) SNPs, and (III) to examine the prediction ability of intra-, inter-, and mixed-pool calibrations. For the heat susceptibility index of five of the nine studied traits, we identified a total of six QTL, each explaining individually between 7 and 9% of the phenotypic variance. The prediction abilities observed for the genome-wide prediction models were high, especially for the within-population calibrations, and thus, the use of such approaches to select for heat tolerance at seedling stage is recommended. Furthermore, we have shown that for the traits examined in our study, populations created from inter-pool crosses are suitable training sets to predict populations derived from intra-pool crosses.
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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.