ArticleBMC plant biology2020
Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels.
Article in BMC plant biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed, 27 citations in OpenAlex.
- Rapid key gene discovery for bacterial shape: a cross-species machine learning approach.BMC microbiology · 2025Article
- Integrating Genetic Diversity and Agronomic Innovations for Climate-Resilient Maize Systems.Plants (Basel, Switzerland) · 2025Review
- Predictive prioritization of genes significantly associated with biotic and abiotic stresses in maize using machine learning algorithms.Frontiers in plant science · 2025Article
- Biofortification of baby corn: Integrating agronomic and genetic approaches to address zinc micronutrient deficiencies - global perspectives and future challenges.Frontiers in plant science · 2025Review
- Advancements and Prospects of Genome-Wide Association Studies (GWAS) in Maize.International journal of molecular sciences · 2024Review
- Stalks and roots are the main battlefield for the coevolution between maize andFrontiers in plant science · 2024Article
- Early warning ofFrontiers in microbiology · 2024Article
- Comprehensive meta-analysis of QTL and gene expression studies identify candidate genes associated withFrontiers in plant science · 2023Article
- Comprehensive evaluation of Chinese peanut mini-mini core collection and QTL mapping for aflatoxin resistance.BMC plant biology · 2022Article
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Authors and funding
9 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundFungus infection in staple grains affects the food storage and threatens food security. The Aspergillus flavus is known to infect multiple grains and produce mycotoxin Aflatoxin B1, which is mutagenic, teratogenic and causes immunosuppression in animals. However, the molecular mechanism of maize resistance to A. flavus is largely unknown.
resultsHere we used corn kernels to investigate resistance genes to A. flavus using genome-wide association study (GWAS) of 313 inbred lines. We characterized the resistance levels of kernels after inoculating with A. flavus. The GWAS with 558,529 SNPs identified four associated loci involving 29 candidate genes that were linked to seed development, resistance or infection, and involved in signal pathways, seed development, germination, dormancy, epigenetic modification, and antimicrobial activity. In addition, a few candidate genes were also associated with several G-protein signaling and phytohormones that might involve in synergistic work conferring different resistance during seed development. Expression of 16 genes out of 29 during kernel development was also associated with resistance levels.
conclusionsWe characterized the resistance levels of 313 maize kernels after inoculating with A. flavus, and found four associated loci and 16 candidate maize genes. The expressed 16 genes involved in kernel structure and kernel composition most likely contribute to mature maize kernels' resistance to A. flavus, and in particular, in the development of pericarp. The linked candidate genes could be experimentally transformed to validate and manipulate fungal resistance. Thus this result adds value to maize kernels in breeding programs.
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