Genomic Prediction of Complex Traits

Over the last three decades, steady progresses within the fields of molecular genetics and
quantitative genetics have led to two major breakthroughs in genetics, genetic mapping and …

Genome properties and prospects of genomic prediction of hybrid performance in a breeding program of maize

F Technow, TA Schrag, W Schipprack, E Bauer… - Genetics, 2014 - academic.oup.com
Maize (Zea mays L.) serves as model plant for heterosis research and is the crop where
hybrid breeding was pioneered. We analyzed genomic and phenotypic data of 1254 hybrids …

Entering the second century of maize quantitative genetics

JG Wallace, SJ Larsson, ES Buckler - Heredity, 2014 - nature.com
Maize is the most widely grown cereal in the world. In addition to its role in global
agriculture, it has also long served as a model organism for genetic research. Maize stands …

Exploiting barley genetic resources for genome wide association scans (GWAS)

R Waugh, AJ Flavell, J Russell, W Thomas… - Genomics of Plant …, 2014 - Springer
We have been exploring the use of GWAS for trait analysis and gene isolation in cultivated
barley. In this chapter we describe the approach we have taken and some of the hurdles that …

Simulation appraisal of the adequacy of number of background markers for relationship estimation in association mapping

J Yu, Z Zhang, C Zhu, DA Tabanao… - The Plant …, 2009 - Wiley Online Library
Complex trait dissection through association mapping provides a powerful complement to
traditional linkage analysis. The genetic structure of an association mapping panel can be …

Genomic Prediction of Complex Traits in an Allogamous Annual Crop: The Case of Maize Single-Cross Hybrids

IC Martins Oliveira, A Bernardeli… - Genomic Prediction of …, 2022 - Springer
For many plant and animal species, commercial products are hybrids between individuals
from different genetic groups. For allogamous plant species such as maize, the breeding …

[引用][C] Simple software for genomewide prediction, linkage and association mapping, and quality control of marker data

R Bernardo - Crop Science, 2020 - Wiley Online Library
This letter to the editor describes the following software:(a) RRBLUP and RRBLUP2 for
genomewide prediction via ridge regression‐best linear unbiased prediction;(b) GModel …

Large scale genotyping and association studies

E Buckler - Proc. ASA-CSSA-SSSA Int. Annu. Meet., Indianapolis …, 2006 - scisoc.confex.com
Maize harbours tremendous natural diversity, which can be used for improvement. In our
ongoing effort to characterize molecular and functional diversity in the maize genome, we …

[PDF][PDF] WheatNet: a genome-scale functional network for hexaploid bread wheat, Triticum aestivum

T Lee, S Hwang, CY Kim, H Shim, H Kim, PC Ronald… - Molecular plant, 2017 - cell.com
Gene networks provide a system-level overview of genetic organizations and enable the
dissection of functional modules underlying complex traits. Integration of diverse genomics …

Genetic design and statistical power of nested association mapping in maize

J Yu, JB Holland, MD McMullen, ES Buckler - Genetics, 2008 - academic.oup.com
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 …