Empirical comparisons of different statistical models to identify and validate kernel row number-associated variants from structured multi-parent mapping populations …
Advances in next generation sequencing technologies and statistical approaches enable
genome-wide dissection of phenotypic traits via genome-wide association studies (GWAS) …
genome-wide dissection of phenotypic traits via genome-wide association studies (GWAS) …
[HTML][HTML] Genome wide association studies using a new nonparametric model reveal the genetic architecture of 17 agronomic traits in an enlarged maize association …
Association mapping is a powerful approach for dissecting the genetic architecture of
complex quantitative traits using high-density SNP markers in maize. Here, we expanded …
complex quantitative traits using high-density SNP markers in maize. Here, we expanded …
[HTML][HTML] Genetic architecture affecting maize agronomic traits identified by variance heterogeneity association mapping
X Zhang, Y Qi - Genomics, 2021 - Elsevier
Conventional genome-wide association studies (GWAS) focused on the phenotypic mean
differences (mGWAS) but often ignored genetic variants influencing differences in the …
differences (mGWAS) but often ignored genetic variants influencing differences in the …
[HTML][HTML] Enhancing genomic prediction with genome-wide association studies in multiparental maize populations
Y Bian, JB Holland - Heredity, 2017 - nature.com
Genome-wide association mapping using dense marker sets has identified some nucleotide
variants affecting complex traits that have been validated with fine-mapping and functional …
variants affecting complex traits that have been validated with fine-mapping and functional …
Multiple maize reference genomes impact the identification of variants by genome‐wide association study in a diverse inbred panel
Use of a single reference genome for genome‐wide association studies (GWAS) limits the
gene space represented to that of a single accession. This limitation can complicate …
gene space represented to that of a single accession. This limitation can complicate …
The Use of Targeted Marker Subsets to Account for Population Structure and Relatedness in Genome-Wide Association Studies of Maize (Zea mays L.)
A typical plant genome-wide association study (GWAS) uses a mixed linear model (MLM)
that includes a trait as the response variable, a marker as an explanatory variable, and fixed …
that includes a trait as the response variable, a marker as an explanatory variable, and fixed …
Genome-wide association mapping of agronomic and morphologic traits in highly structured populations of barley cultivars
Genome-wide association study (GWAS) has become an obvious general approach for
studying traits of agricultural importance in higher plants, especially crops. Here, we present …
studying traits of agricultural importance in higher plants, especially crops. Here, we present …
Extreme‐phenotype genome‐wide association study (XP‐GWAS): a method for identifying trait‐associated variants by sequencing pools of individuals selected from a …
Although approaches for performing genome‐wide association studies (GWAS) are well
developed, conventional GWAS requires high‐density genotyping of large numbers of …
developed, conventional GWAS requires high‐density genotyping of large numbers of …
Genetic design and statistical power of nested association mapping in maize
We investigated the genetic and statistical properties of the nested association mapping
(NAM) design currently being implemented in maize (26 diverse founders and 5000 distinct …
(NAM) design currently being implemented in maize (26 diverse founders and 5000 distinct …
Characterization of a global germplasm collection and its potential utilization for analysis of complex quantitative traits in maize
Association mapping is a powerful approach for exploring the molecular basis of phenotypic
variations in plants. A maize (Zea mays L.) association mapping panel including 527 inbred …
variations in plants. A maize (Zea mays L.) association mapping panel including 527 inbred …