Utilizing random regression models for genomic prediction of a longitudinal trait derived from high‐throughput phenotyping

por Campbell, Malachy, Walia, Harkamal, Morota, Gota
Publicado 2018

ShinyAIM: Shiny‐based application of interactive Manhattan plots for longitudinal genome‐wide association studies

por Hussain, Waseem, Campbell, Malachy, Walia, Harkamal, Morota, Gota
Publicado 2018

Utilizing trait networks and structural equation models as tools to interpret multi-trait genome-wide association studies

por Momen, Mehdi, Campbell, Malachy T., Walia, Harkamal, Morota, Gota
Publicado 2019

Predicting Longitudinal Traits Derived from High-Throughput Phenomics in Contrasting Environments Using Genomic Legendre Polynomials and B-Splines

por Momen, Mehdi, Campbell, Malachy T., Walia, Harkamal, Morota, Gota
Publicado 2019

Leveraging genome-enabled growth models to study shoot growth responses to water deficit in rice

por Campbell, Malachy T, Grondin, Alexandre, Walia, Harkamal, Morota, Gota
Publicado 2020

Genomic Bayesian Confirmatory Factor Analysis and Bayesian Network To Characterize a Wide Spectrum of Rice Phenotypes

por Yu, Haipeng, Campbell, Malachy T., Zhang, Qi, Walia, Harkamal, Morota, Gota
Publicado 2019

Multi-trait random regression models increase genomic prediction accuracy for a temporal physiological trait derived from high-throughput phenotyping

por Baba, Toshimi, Momen, Mehdi, Campbell, Malachy T., Walia, Harkamal, Morota, Gota
Publicado 2020

Image Harvest: an open-source platform for high-throughput plant image processing and analysis

por Knecht, Avi C., Campbell, Malachy T., Caprez, Adam, Swanson, David R., Walia, Harkamal
Publicado 2016

Characterization of the transcriptional divergence between the subspecies of cultivated rice (Oryza sativa)

por Campbell, Malachy T., Du, Qian, Liu, Kan, Sharma, Sandeep, Zhang, Chi, Walia, Harkamal
Publicado 2020

Genome‐wide discovery of natural variation in pre‐mRNA splicing and prioritising causal alternative splicing to salt stress response in rice

por Yu, Huihui, Du, Qian, Campbell, Malachy, Yu, Bin, Walia, Harkamal, Zhang, Chi
Publicado 2021

Network‐based feature selection reveals substructures of gene modules responding to salt stress in rice

por Du, Qian, Campbell, Malachy, Yu, Huihui, Liu, Kan, Walia, Harkamal, Zhang, Qi, Zhang, Chi
Publicado 2019

Genetic and Molecular Characterization of Submergence Response Identifies Subtol6 as a Major Submergence Tolerance Locus in Maize

por Campbell, Malachy T., Proctor, Christopher A., Dou, Yongchao, Schmitz, Aaron J., Phansak, Piyaporn, Kruger, Greg R., Zhang, Chi, Walia, Harkamal
Publicado 2015

Translating insights from the seed metabolome into improved prediction for lipid-composition traits in oat (Avena sativa L.)

por Campbell, Malachy T, Hu, Haixiao, Yeats, Trevor H, Caffe-Treml, Melanie, Gutiérrez, Lucía, Smith, Kevin P, Sorrells, Mark E, Gore, Michael A, Jannink, Jean-Luc
Publicado 2021

Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)

por Brzozowski, Lauren J, Hu, Haixiao, Campbell, Malachy T, Broeckling, Corey D, Caffe, Melanie, Gutiérrez, Lucía, Smith, Kevin P, Sorrells, Mark E, Gore, Michael A, Jannink, Jean-Luc
Publicado 2021

Improving Genomic Prediction for Seed Quality Traits in Oat (Avena sativa L.) Using Trait-Specific Relationship Matrices

por Campbell, Malachy T., Hu, Haixiao, Yeats, Trevor H., Brzozowski, Lauren J., Caffe-Treml, Melanie, Gutiérrez, Lucía, Smith, Kevin P., Sorrells, Mark E., Gore, Michael A., Jannink, Jean-Luc
Publicado 2021

Allelic variants of OsHKT1;1 underlie the divergence between indica and japonica subspecies of rice (Oryza sativa) for root sodium content

por Campbell, Malachy T., Bandillo, Nonoy, Al Shiblawi, Fouad Razzaq A., Sharma, Sandeep, Liu, Kan, Du, Qian, Schmitz, Aaron J., Zhang, Chi, Véry, Anne-Aliénor, Lorenz, Aaron J., Walia, Harkamal
Publicado 2017

Multi-omics prediction of oat agronomic and seed nutritional traits across environments and in distantly related populations

por Hu, Haixiao, Campbell, Malachy T., Yeats, Trevor H., Zheng, Xuying, Runcie, Daniel E., Covarrubias-Pazaran, Giovanny, Broeckling, Corey, Yao, Linxing, Caffe-Treml, Melanie, Gutiérrez, Lucía, Smith, Kevin P., Tanaka, James, Hoekenga, Owen A., Sorrells, Mark E., Gore, Michael A., Jannink, Jean-Luc
Publicado 2021