Status and prospects of genome‐wide association studies in plants

L Tibbs Cortes, Z Zhang, J Yu - The plant genome, 2021 - Wiley Online Library
Genome‐wide association studies (GWAS) have developed into a powerful and ubiquitous
tool for the investigation of complex traits. In large part, this was fueled by advances in …

Two decades of association mapping: Insights on disease resistance in major crops

SS Gangurde, A Xavier, YD Naik, UC Jha… - Frontiers in Plant …, 2022 - frontiersin.org
Climate change across the globe has an impact on the occurrence, prevalence, and severity
of plant diseases. About 30% of yield losses in major crops are due to plant diseases; …

Multi-trait genomic selection methods for crop improvement

S Moeinizade, A Kusmec, G Hu, L Wang… - Genetics, 2020 - academic.oup.com
Plant breeders make selection decisions based on multiple traits, such as yield, plant height,
flowering time, and disease resistance. A commonly used approach in multi-trait genomic …

[HTML][HTML] Machine-learning-based genome-wide association studies for uncovering QTL underlying soybean yield and its components

M Yoosefzadeh-Najafabadi, M Eskandari… - International Journal of …, 2022 - mdpi.com
A genome-wide association study (GWAS) is currently one of the most recommended
approaches for discovering marker-trait associations (MTAs) for complex traits in plant …

krn1, a major quantitative trait locus for kernel row number in maize

J Wang, Z Lin, X Zhang, H Liu, L Zhou… - New …, 2019 - Wiley Online Library
Kernel row number is a fundamental component of maize (Zea mays) yield and an important
target for maize breeding. The revolutionary transition from the two‐rowed teosinte to maize …

Genome-wide association mapping in maize: status and prospects

K Shikha, JP Shahi, MT Vinayan, PH Zaidi, AK Singh… - 3 Biotech, 2021 - Springer
Genome-wide association study (GWAS) provides a robust and potent tool to retrieve
complex phenotypic traits back to their underlying genetics. Maize is an excellent crop for …

Application of SVR-Mediated GWAS for Identification of Durable Genetic Regions Associated with soybean seed quality traits

M Yoosefzadeh-Najafabadi, S Torabi, D Tulpan… - Plants, 2023 - mdpi.com
Soybean (Glycine max L.) is an important food-grade strategic crop worldwide because of its
high seed protein and oil contents. Due to the negative correlation between seed protein …

Optimising the identification of causal variants across varying genetic architectures in crops

C Miao, J Yang, JC Schnable - Plant biotechnology journal, 2019 - Wiley Online Library
Association studies use statistical links between genetic markers and the phenotype
variation across many individuals to identify genes controlling variation in the target …

Using advanced proximal sensing and genotyping tools combined with bigdata analysis methods to improve soybean yield

M Yoosefzadeh Najafabadi - 2021 - atrium.lib.uoguelph.ca
Improving yield potential in major food-grade crops such as soybean (Glycine max L.) is the
most sustainable way to address the growing global food demand and its security concerns …

Quantitative genomic dissection of soybean yield components

A Xavier, KM Rainey - G3: Genes, Genomes, Genetics, 2020 - academic.oup.com
Soybean is a crop of major economic importance with low rates of genetic gains for grain
yield compared to other field crops. A deeper understanding of the genetic architecture of …