Dual-model GWAS Analysis and Genomic Selection of Maize Flowering Time-Related Traits

Z Fan, S Lin, J Jiang, Y Zeng, Y Meng, J Ren, P Wu - Genes, 2024 - mdpi.com
An appropriate flowering period is an important selection criterion in maize breeding. It plays
a crucial role in the ecological adaptability of maize varieties. To explore the genetic basis of …

Integration of GWAS, linkage analysis and transcriptome analysis to reveal the genetic basis of flowering time-related traits in maize

X Wu, Y Liu, X Lu, L Tu, Y Gao, D Wang… - Frontiers in Plant …, 2023 - frontiersin.org
Maize (Zea mays) inbred lines vary greatly in flowering time, but the genetic basis of this
variation is unknown. In this study, three maize flowering-related traits (DTT, days to …

Adaptation of maize to temperate climates: mid-density genome-wide association genetics and diversity patterns reveal key genomic regions, with a major contribution …

S Bouchet, B Servin, P Bertin, D Madur, V Combes… - PloS one, 2013 - journals.plos.org
The migration of maize from tropical to temperate climates was accompanied by a dramatic
evolution in flowering time. To gain insight into the genetic architecture of this adaptive trait …

Development of a multiple-hybrid population for genome-wide association studies: theoretical consideration and genetic mapping of flowering traits in maize

H Wang, C Xu, X Liu, Z Guo, X Xu, S Wang, C Xie… - Scientific Reports, 2017 - nature.com
Various types of populations have been used in genetics, genomics and crop improvement,
including bi-and multi-parental populations and natural ones. The latter has been widely …

Enhancing adaptation of tropical maize to temperate environments using genomic selection

NE Choquette, T Weldekidan, J Brewer… - G3: Genes …, 2023 - academic.oup.com
Tropical maize can be used to diversify the genetic base of temperate germplasm and help
create climate-adapted cultivars. However, tropical maize is unadapted to temperate …

Multi-trait, multi-environment deep learning modeling for genomic-enabled prediction of plant traits

OA Montesinos-López… - G3: Genes, genomes …, 2018 - academic.oup.com
Multi-trait and multi-environment data are common in animal and plant breeding programs.
However, what is lacking are more powerful statistical models that can exploit the correlation …

Linkage mapping combined with GWAS revealed the genetic structural relationship and candidate genes of maize flowering time-related traits

J Shi, Y Wang, C Wang, L Wang, W Zeng, G Han… - BMC Plant …, 2022 - Springer
Background Flowering time is an important agronomic trait of crops and significantly affects
plant adaptation and seed production. Flowering time varies greatly among maize (Zea …

Gene-set association and epistatic analyses reveal complex gene interaction networks affecting flowering time in a worldwide barley collection

T He, CB Hill, TT Angessa, XQ Zhang… - Journal of …, 2019 - academic.oup.com
Single-marker genome-wide association studies (GWAS) have successfully detected
associations between single nucleotide polymorphisms (SNPs) and agronomic traits such …

Utility of climatic information via combining ability models to improve genomic prediction for yield within the genomes to fields maize project

D Jarquin, N De Leon, C Romay, M Bohn… - Frontiers in …, 2021 - frontiersin.org
Genomic prediction provides an efficient alternative to conventional phenotypic selection for
developing improved cultivars with desirable characteristics. New and improved methods to …

Phenomic data-driven biological prediction of maize through field-based high-throughput phenotyping integration with genomic data

A Adak, M Kang, SL Anderson… - Journal of …, 2023 - academic.oup.com
High-throughput phenotyping (HTP) has expanded the dimensionality of data in plant
research; however, HTP has resulted in few novel biological discoveries to date. Field …