Genome-Wide Association Study of Resistance to Cassava Green Mite Pest and Related Traits in Cassava

Crop Science

Agyemang Danquah^2,6¹  Isaac Asante^2,7²  Jean-Luc Jannink^3,4³  Eric Danquah^2,6⁴  Lydia Ezenwaka^1,2⁵  Ismail Rabbi^5⁶  Pino Del Carpio Dunia^3⁷ 

[1] Dep. of Botany, Univ. of Ghana, Legon, Accra, Ghana^7;Dep. of Crop Science, Univ. of Ghana, Legon, Accra, Ghana^6;Dep. of Plant Breeding and Genetics, Cornell Univ., Ithaca, NY 14850^3;IITA, Ibadan, Nigeria^5;National Root Crops Research Institute (NRCRI), P.M.B, 7006 Umudike, Nigeria^1;USDA-ARS, Ithaca, NY 14850^4;West Africa Center for Crop Improvement (WACCI), Univ. of Ghana, Legon, Accra, Ghana^2

关键词: BLUP;    best linear unbiased prediction;    CGM;    cassava green mite;    CGMS;    cassava green mite severity;    GBS;    genotyping-by-sequencing;    GLM;    general linear model;    GWAS;    genome-wide association study;    H 2;    broad-sense heritability;    LP;    leaf pubescence;    LR;    leaf retention;    MAF;    minor allele frequency;    MLM;    mixed linear model;    NRCRI;    National Roots Crop Research Institute;    PC;    principal component;    PCA;    principal component analysis;    QTL;    quantitative trait locus;    SG;    stay green;    SNP;    single-nucleotide polymorphism;    SSR;    simple sequence repeat;    STC;    shoot tip compactness;    STS;    shoot tip size;   

DOI  :  10.2135/cropsci2018.01.0024

学科分类：农业科学（综合）

来源: Crop Science

【 摘 要 】

Cassava green mite [CGM, Mononychellus tanajoa (Bondar)] is a dry-season pest that usually feeds on the underside of young leaves causing leaf chlorosis, stunted growth, and root yield reduction by 80%. Since cassava (Manihot esculenta Crantz) leaves and roots serve as a primary staple food source, a decline in cassava yield can lead to household food, nutrition, and income insecurity. To evaluate the existence of CGM resistance alleles in the available germplasm, a diversity panel of 845 advanced breeding lines obtained from IITA, CIAT, and the National Root Crops Research Institute (NRCRI) were evaluated for CGM severity (CGMS), leaf pubescence (LP), leaf retention (LR), stay green, shoot tip compactness, and shoot tip size. A genome-wide association mapping detected 35 single-nucleotide polymorphisms (SNPs) markers significantly associated with CGMS, LP, and LR on chromosome 8. Colocalization of the most significant SNP associated with CGMS, LP, and LR on chromosome 8 is possibly an indication of pleiotropy or the presence of closely linked genes that regulate these traits. Seventeen candidate genes were found to be associated to CGM resistance. These candidate genes were subdivided into seven categories according to their protein structure namely, Zn finger, pentatricopeptide, MYB, MADS, homeodomain, trichome birefringence-related protein, and ethylene-responsive transcription factor genes. This study revealed significant loci associated with CGM, not previously reported, which together represent potential sources for the ongoing effort to develop multiple pest- and disease-resistant cassava cultivars.

【 授权许可】

CC BY