Designing future crops: genomics-assisted breeding comes of age

RK Varshney, A Bohra, J Yu, A Graner, Q Zhang… - Trends in Plant …, 2021 - cell.com
Over the past decade, genomics-assisted breeding (GAB) has been instrumental in
harnessing the potential of modern genome resources and characterizing and exploiting …

Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction

Y Xu, X Zhang, H Li, H Zheng, J Zhang, MS Olsen… - Molecular Plant, 2022 - cell.com
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …

Artificial intelligence in plant breeding

MA Farooq, S Gao, MA Hassan, Z Huang, A Rasheed… - Trends in Genetics, 2024 - cell.com
Harnessing cutting-edge technologies to enhance crop productivity is a pivotal goal in
modern plant breeding. Artificial intelligence (AI) is renowned for its prowess in big data …

Wheat adaptation to environmental stresses under climate change: Molecular basis and genetic improvement

H Mao, C Jiang, C Tang, X Nie, L Du, Y Liu, P Cheng… - Molecular Plant, 2023 - cell.com
Wheat (Triticum aestivum) is a staple food for about 40% of the world's population. As the
global population has grown and living standards improved, high yield and improved …

Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops

N Budhlakoti, AK Kushwaha, A Rai… - Frontiers in …, 2022 - frontiersin.org
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …

The Wheat 660K SNP array demonstrates great potential for marker‐assisted selection in polyploid wheat

C Sun, Z Dong, L Zhao, Y Ren… - Plant biotechnology …, 2020 - Wiley Online Library
The rapid development and application of molecular marker assays have facilitated genomic
selection and genome‐wide linkage and association studies in wheat breeding. Although …

[HTML][HTML] 5Gs for crop genetic improvement

RK Varshney, P Sinha, VK Singh, A Kumar… - Current Opinion in Plant …, 2020 - Elsevier
Highlights•5G breeding approach brings precision and enhances efficiency in breeding
programs.•Genome, germplasm, gene function, genomic breeding and genome editing are …

Enhancing genetic gain through genomic selection: from livestock to plants

Y Xu, X Liu, J Fu, H Wang, J Wang, C Huang… - Plant …, 2020 - cell.com
Although long-term genetic gain has been achieved through increasing use of modern
breeding methods and technologies, the rate of genetic gain needs to be accelerated to …

High-resolution genome-wide association study identifies genomic regions and candidate genes for important agronomic traits in wheat

Y Pang, C Liu, D Wang, PS Amand, A Bernardo, W Li… - Molecular Plant, 2020 - cell.com
Wheat (Triticum aestivum) is a major staple food crop worldwide. Genetic dissection of
important agronomic traits is essential for continuous improvement of wheat yield to meet the …

[HTML][HTML] Wheat blast: a disease spreading by intercontinental jumps and its management strategies

PK Singh, NC Gahtyari, C Roy, KK Roy, X He… - Frontiers in Plant …, 2021 - frontiersin.org
Wheat blast (WB) caused by Magnaporthe oryzae pathotype Triticum (MoT) is an important
fungal disease in tropical and subtropical wheat production regions. The disease was …