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 …

Benefits and limitations of genome-wide association studies

V Tam, N Patel, M Turcotte, Y Bossé, G Paré… - Nature Reviews …, 2019 - nature.com
Genome-wide association studies (GWAS) involve testing genetic variants across the
genomes of many individuals to identify genotype–phenotype associations. GWAS have …

Deconstructing a syndrome: genomic insights into PCOS causal mechanisms and classification

M Dapas, A Dunaif - Endocrine reviews, 2022 - academic.oup.com
Polycystic ovary syndrome (PCOS) is among the most common disorders in women of
reproductive age, affecting up to 15% worldwide, depending on the diagnostic criteria …

[HTML][HTML] Impact of climate change on crops adaptation and strategies to tackle its outcome: A review

A Raza, A Razzaq, SS Mehmood, X Zou, X Zhang, Y Lv… - Plants, 2019 - mdpi.com
Agriculture and climate change are internally correlated with each other in various aspects,
as climate change is the main cause of biotic and abiotic stresses, which have adverse …

[HTML][HTML] Deep learning in Alzheimer's disease: diagnostic classification and prognostic prediction using neuroimaging data

T Jo, K Nho, AJ Saykin - Frontiers in aging neuroscience, 2019 - frontiersin.org
Deep learning, a state-of-the-art machine learning approach, has shown outstanding
performance over traditional machine learning in identifying intricate structures in complex …

[HTML][HTML] Gene–environment interactions and their impact on human health

SJ Virolainen, A VonHandorf, KCMF Viel… - Genes & …, 2023 - nature.com
The molecular processes underlying human health and disease are highly complex. Often,
genetic and environmental factors contribute to a given disease or phenotype in a non …

Mendelian randomization in cardiometabolic disease: challenges in evaluating causality

MV Holmes, M Ala-Korpela, GD Smith - Nature Reviews Cardiology, 2017 - nature.com
Mendelian randomization (MR) is a burgeoning field that involves the use of genetic variants
to assess causal relationships between exposures and outcomes. MR studies can be …

The how and why of lncRNA function: an innate immune perspective

EK Robinson, S Covarrubias, S Carpenter - Biochimica et Biophysica Acta …, 2020 - Elsevier
Next-generation sequencing has provided a more complete picture of the composition of the
human transcriptome indicating that much of the “blueprint” is a vastness of poorly …

Genome-wide association studies of cancer: current insights and future perspectives

A Sud, B Kinnersley, RS Houlston - Nature Reviews Cancer, 2017 - nature.com
Genome-wide association studies (GWAS) provide an agnostic approach for investigating
the genetic basis of complex diseases. In oncology, GWAS of nearly all common …

[HTML][HTML] LDlinkR: an R package for rapidly calculating linkage disequilibrium statistics in diverse populations

TA Myers, SJ Chanock, MJ Machiela - Frontiers in genetics, 2020 - frontiersin.org
Genomic research involving human genetics and evolutionary biology relies heavily on
linkage disequilibrium (LD) to investigate population-specific genetic structure, functionally …