Linkage mapping and genome-wide association study reveals conservative QTL and candidate genes for Fusarium rot resistance in maize

BMC Genomics. 2020 May 12;21(1):357. doi: 10.1186/s12864-020-6733-7.

Abstract

Background: Fusarium ear rot (FER) caused by Fusarium verticillioides is a major disease of maize that reduces grain yield and quality globally. However, there have been few reports of major loci for FER were verified and cloned.

Result: To gain a comprehensive understanding of the genetic basis of natural variation in FER resistance, a recombinant inbred lines (RIL) population and one panel of inbred lines were used to map quantitative trait loci (QTL) for resistance. As a result, a total of 10 QTL were identified by linkage mapping under four environments, which were located on six chromosomes and explained 1.0-7.1% of the phenotypic variation. Epistatic mapping detected four pairs of QTL that showed significant epistasis effects, explaining 2.1-3.0% of the phenotypic variation. Additionally, 18 single nucleotide polymorphisms (SNPs) were identified across the whole genome by genome-wide association study (GWAS) under five environments. Compared linkage and association mapping revealed five common intervals located on chromosomes 3, 4, and 5 associated with FER resistance, four of which were verified in different near-isogenic lines (NILs) populations. GWAS identified three candidate genes in these consistent intervals, which belonged to the Glutaredoxin protein family, actin-depolymerizing factors (ADFs), and AMP-binding proteins. In addition, two verified FER QTL regions were found consistent with Fusarium cob rot (FCR) and Fusarium seed rot (FSR).

Conclusions: These results revealed that multi pathways were involved in FER resistance, which was a complex trait that was controlled by multiple genes with minor effects, and provided important QTL and genes, which could be used in molecular breeding for resistance.

Keywords: Candidate gene; Disease resistance; Ear rot; GWAS; Maize; QTL.

MeSH terms

  • Actin Depolymerizing Factors / genetics
  • Chromosome Mapping / methods*
  • Chromosomes, Plant
  • Disease Resistance / genetics*
  • Fusarium / pathogenicity*
  • Genome-Wide Association Study*
  • Phenotype
  • Plant Diseases / genetics
  • Plant Diseases / microbiology
  • Plant Proteins / genetics
  • Polymorphism, Single Nucleotide
  • Quantitative Trait Loci*
  • Zea mays / genetics*
  • Zea mays / microbiology

Substances

  • Actin Depolymerizing Factors
  • Plant Proteins