Genetic dissection of grain yield of maize and yield-related traits through association mapping and genomic prediction

J Ma, Y Cao - Frontiers in Plant Science, 2021 - frontiersin.org
High yield is the primary objective of maize breeding. Genomic dissection of grain yield and
yield-related traits contribute to understanding the yield formation and improving the yield of …

Genetic architecture of maize kernel row number and whole genome prediction

L Liu, Y Du, D Huo, M Wang, X Shen, B Yue… - Theoretical and Applied …, 2015 - Springer
Key message Maize kernel row number might be dominated by a set of large additive or
partially dominant loci and several small dominant loci and can be accurately predicted by …

Joint-multiple family linkage analysis predicts within-family variation better than single-family analysis of the maize nested association mapping population

F Ogut, Y Bian, PJ Bradbury, JB Holland - Heredity, 2015 - nature.com
Quantitative trait locus (QTL) mapping has been used to dissect the genetic architecture of
complex traits and predict phenotypes for marker-assisted selection. Many QTL mapping …

A guide to genome‐wide association mapping in plants

LT Burghardt, ND Young, P Tiffin - Current Protocols in Plant …, 2017 - Wiley Online Library
Genome‐wide association studies (GWAS) have developed into a valuable approach for
identifying the genetic basis of phenotypic variation. In this article, we provide an overview of …

The advantages and limitations of trait analysis with GWAS: a review

A Korte, A Farlow - Plant methods, 2013 - Springer
Over the last 10 years, high-density SNP arrays and DNA re-sequencing have illuminated
the majority of the genotypic space for a number of organisms, including humans, maize …

Improving genomic selection with quantitative trait loci and nonadditive effects revealed by empirical evidence in maize

X Liu, H Wang, X Hu, K Li, Z Liu, Y Wu… - Frontiers in Plant …, 2019 - frontiersin.org
Genomic selection (GS), a tool developed for molecular breeding, is used by plant breeders
to improve breeding efficacy by shortening the breeding cycle and to facilitate the selection …

Genetic architecture of agronomic and quality traits in a nested association mapping population of spring wheat

AH Sallam, F Manan, P Bajgain, M Martin… - The Plant …, 2020 - Wiley Online Library
Germplasm collections are rich sources of genetic variation to improve crops for many
valuable traits. Nested association mapping (NAM) populations can overcome the limitations …

The applications of new multi-locus GWAS methodologies in the genetic dissection of complex traits, volume II

YM Zhang, Z Jia, JM Dunwell - Frontiers in Plant Science, 2023 - frontiersin.org
Since the inception of multi-locus genome-wide association study (GWAS) methodologies
(Segura et al., 2012; Liu et al., 2016; Wang et al., 2016), they have been widely applied to …

Substantial contribution of genetic variation in the expression of transcription factors to phenotypic variation revealed by eRD-GWAS

H Lin, Q Liu, X Li, J Yang, S Liu, Y Huang, MJ Scanlon… - Genome biology, 2017 - Springer
Background There are significant limitations in existing methods for the genome-wide
identification of genes whose expression patterns affect traits. Results The transcriptomes of …

Nested association mapping (NAM) populations: present status and future prospects in the genomics era

C Gireesh, RM Sundaram, SM Anantha… - Critical Reviews in …, 2021 - Taylor & Francis
Abstract Development of mapping population is a prerequisite for genetic dissection of
genomic regions underlying complex traits. Nested Association Mapping (NAM) is an …