Designing future crops: genomics-assisted breeding comes of age
Over the past decade, genomics-assisted breeding (GAB) has been instrumental in
harnessing the potential of modern genome resources and characterizing and exploiting …
harnessing the potential of modern genome resources and characterizing and exploiting …
Status and prospects of genome‐wide association studies in plants
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 …
tool for the investigation of complex traits. In large part, this was fueled by advances in …
Fast-forward breeding for a food-secure world
Crop production systems need to expand their outputs sustainably to feed a burgeoning
human population. Advances in genome sequencing technologies combined with efficient …
human population. Advances in genome sequencing technologies combined with efficient …
Machine learning applications to improve flavor and nutritional content of horticultural crops through breeding and genetics
Highlights•AI can aid the improvement of flavor and nutrition in horticultural
crops.•Development of new AI/statistical methods target inference and prediction …
crops.•Development of new AI/statistical methods target inference and prediction …
[HTML][HTML] Use of multiple 'omics techniques to accelerate the breeding of abiotic stress tolerant crops
Crop production can be severely limited by adverse environmental conditions such as
drought, extreme heat, and frost. As climate change intensifies, weather patterns are …
drought, extreme heat, and frost. As climate change intensifies, weather patterns are …
Multi-omics revolution to promote plant breeding efficiency
U Mahmood, X Li, Y Fan, W Chang, Y Niu, J Li… - Frontiers in Plant …, 2022 - frontiersin.org
Crop production is the primary goal of agricultural activities, which is always taken into
consideration. However, global agricultural systems are coming under increasing pressure …
consideration. However, global agricultural systems are coming under increasing pressure …
Multi-omics analysis dissects the genetic architecture of seed coat content in Brassica napus
Background Brassica napus is an important vegetable oil source worldwide. Seed coat
content is a complex quantitative trait that negatively correlates with the seed oil content in B …
content is a complex quantitative trait that negatively correlates with the seed oil content in B …
Machine learning-enabled phenotyping for GWAS and TWAS of WUE traits in 869 field-grown sorghum accessions
Sorghum (Sorghum bicolor) is a model C4 crop made experimentally tractable by extensive
genomic and genetic resources. Biomass sorghum is studied as a feedstock for biofuel and …
genomic and genetic resources. Biomass sorghum is studied as a feedstock for biofuel and …
Transcriptome-based prediction of complex traits in maize
The ability to predict traits from genome-wide sequence information (ie, genomic prediction)
has improved our understanding of the genetic basis of complex traits and transformed …
has improved our understanding of the genetic basis of complex traits and transformed …
Improving C4 photosynthesis to increase productivity under optimal and suboptimal conditions
Although improving photosynthetic efficiency is widely recognized as an underutilized
strategy to increase crop yields, research in this area is strongly biased towards species with …
strategy to increase crop yields, research in this area is strongly biased towards species with …