Open AccessGenome‐Wide Association Mapping of Host‐Plant Resistance to Soybean Aphid
Author(s) -
Hanson Anthony A.,
Lorenz Aaron J.,
Hesler Louis S.,
Bhusal Siddhi J.,
Bansal Raman,
Michel Andy P.,
Jiang GuoLiang,
Koch Robert L.
Publication year - 2018
Publication title -
the plant genome
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.403
H-Index - 41
ISSN - 1940-3372
DOI - 10.3835/plantgenome2018.02.0011
Subject(s) - biology , soybean aphid , host (biology) , aphid , genome wide association study , resistance (ecology) , genome , computational biology , genetics , aphididae , agronomy , gene , botany , single nucleotide polymorphism , genotype , pest analysis , homoptera
Soybean aphid [ Aphis glycines Matsumura (Hemiptera: Aphididae)] is the most damaging insect pest of soybean [ Glycine max (L.) Merr.] in the Upper Midwest of the United States and is primarily controlled by insecticides. Soybean aphid resistance (i.e., Rag genes) has been documented in some soybean accessions but more sources of resistance are needed. Incorporation of the resistance into marketed varieties has also been slow. Genome‐wide association mapping can aid in identifying resistant accessions by correlating phenotypic data with single nucleotide polymorphisms (SNPs) across a genome. Aphid population measures from 2366 soybean accessions were collected from published studies screening cultivated soybean ( G. max ) and wild soybean ( Glycine soja Siebold & Zucc.) with aphids exhibiting Biotype 1, 2, or 3 characteristics. Genotypic data were obtained from the SoySNP50K high‐density genotyping array previously used to genotype the USDA Soybean Germplasm Collection. Significant associations between SNPs and soybean aphid counts were found on 18 of the 20 soybean chromosomes. Significant SNPs were found on chromosomes 7, 8, 13, and 16 with known Rag genes. SNPs were also significant on chromosomes 1, 2, 4 to 6, 9 to 12, 14, and 17 to 20 where Rag genes have not yet been mapped, suggesting that many Rag genes remain to be discovered. These SNPs can be used to determine accessions that are likely to have novel aphid resistance traits of value for breeding programs.