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 …

Artificial intelligence for control and optimization of boilers' performance and emissions: A review

MA Nemitallah, MA Nabhan, M Alowaifeer… - Journal of Cleaner …, 2023 - Elsevier
Burning fossil fuels is a major concern for global warming control. In Saudi Arabia, steam
power plants that relay on boilers to produce the steam accounted for around 50% of the …

GAPIT version 3: boosting power and accuracy for genomic association and prediction

J Wang, Z Zhang - Genomics, proteomics & bioinformatics, 2021 - academic.oup.com
Genome-wide association study (GWAS) and genomic prediction/selection (GP/GS) are the
two essential enterprises in genomic research. Due to the great magnitude and complexity …

rMVP: a memory-efficient, visualization-enhanced, and parallel-accelerated tool for genome-wide association study

L Yin, H Zhang, Z Tang, J Xu, D Yin… - Genomics …, 2021 - academic.oup.com
Along with the development of high-throughput sequencing technologies, both sample size
and SNP number are increasing rapidly in genome-wide association studies (GWAS), and …

BLINK: a package for the next level of genome-wide association studies with both individuals and markers in the millions

M Huang, X Liu, Y Zhou, RM Summers, Z Zhang - Gigascience, 2019 - academic.oup.com
Big datasets, accumulated from biomedical and agronomic studies, provide the potential to
identify genes that control complex human diseases and agriculturally important traits …

Iterative usage of fixed and random effect models for powerful and efficient genome-wide association studies

X Liu, M Huang, B Fan, ES Buckler, Z Zhang - PLoS genetics, 2016 - journals.plos.org
False positives in a Genome-Wide Association Study (GWAS) can be effectively controlled
by a fixed effect and random effect Mixed Linear Model (MLM) that incorporates population …

Improving power and accuracy of genome-wide association studies via a multi-locus mixed linear model methodology

SB Wang, JY Feng, WL Ren, B Huang, L Zhou… - Scientific reports, 2016 - nature.com
Genome-wide association studies (GWAS) have been widely used in genetic dissection of
complex traits. However, common methods are all based on a fixed-SNP-effect mixed linear …

Genome-wide association studies in maize: praise and stargaze

Y ** in soybean and maize
AS Kaler, JD Gillman, T Beissinger… - Frontiers in plant …, 2020 - frontiersin.org
Association map** (AM) is a powerful tool for fine map** complex trait variation down to
nucleotide sequences by exploiting historical recombination events. A major problem in AM …