title: Genetic diversity and association analysis of leafminer (Liriomyza langei) resistance in spinach (Spinacia oleracea).
abstract: Leafminer (Liriomyza langei) is a major insect pest of many important agricultural crops, including spinach (Spinacia oleracea). Use of genetic resistance is an efficient, economic, and environment-friendly method to control this pest. The objective of this research was to conduct association analysis and identify single nucleotide polymorphism (SNP) markers associated with leafminer resistance in spinach germplasm. A total of 300 USDA spinach germplasm accessions were used for the association analysis of leafminer resistance. Genotyping by sequencing (GBS) was used for genotyping and 783 SNPs from GBS were used for association analysis. The leafminer resistance showed a near normal distribution with a wide range from 1.1 to 11.7 stings per square centimeter leaf area, suggesting that the leafminer resistance in spinach is a complex trait controlled by multiple genes with minor effect in this spinach panel. Association analysis indicated that five SNP markers, AYZV02040968_7171, AYZV02076752_412, AYZV02098618_4615, AYZV02147304_383, and AYZV02271373_398, were associated with the leafminer resistance with LOD 2.5 or higher. The SNP markers may be useful for breeders to select plants and lines for leafminer resistance in spinach breeding programs through marker-assisted selection.
authors.affiliation: a Department of Horticulture, 316 PTSC, University of Arkansas, Fayetteville, AR 72701, USA.
authors.forename: Ainong
authors.initials: A
authors.lastname: Shi
authors.affiliation: b US Department of Agriculture, Agricultural Research Service (USDA-ARS), 1636 E. Alisal Street, Salinas, CA 93905, USA.
authors.forename: Beiquan
authors.initials: B
authors.lastname: Mou
mesh_terms: D000818:Animals; D001181:Arthropods / Q000145:classification / Q000235:genetics*; D001483:Base Sequence; D002874:Chromosome Mapping; D018744:DNA, Plant / Q000235:genetics; D060467:Disease Resistance / Q000235:genetics*; D017343:Genes, Plant; D005819:Genetic Markers / Q000235:genetics; D014644:Genetic Variation; D005838:Genotype; D060005:Genotyping Techniques; D010641:Phenotype; D000069600:Plant Breeding; D010935:Plant Diseases / Q000235:genetics; D020641:Polymorphism, Single Nucleotide; D017421:Sequence Analysis; D018724:Spinacia oleracea / Q000145:classification / Q000235:genetics*
chemical_list: D018744:DNA, Plant; D005819:Genetic Markers
keywords: Spinacia oleracea; association mapping; cartographie par association; genotyping by sequencing; génotypage par séquençage; leafminer; mouche mineuse; polymorphisme mononucléotidique; single nucleotide polymorphism; spinach; épinard