A comprehensive overview of cotton genomics, biotechnology and molecular biological studies

X Wen, Z Chen, Z Yang, M Wang, S Jin, G Wang… - Science China Life …, 2023 - Springer
Cotton is an irreplaceable economic crop currently domesticated in the human world for its
extremely elongated fiber cells specialized in seed epidermis, which makes it of high …

Climate change challenges plant breeding

W Xiong, M Reynolds, Y Xu - Current Opinion in Plant Biology, 2022 - Elsevier
Plant breeding is important to cope with climate change impacts, complementing crop
management and policy interventions to ensure global food production. However, changes …

DNNGP, a deep neural network-based method for genomic prediction using multi-omics data in plants

K Wang, MA Abid, A Rasheed, J Crossa, S Hearne… - Molecular Plant, 2023 - cell.com
Genomic prediction is an effective way to accelerate the rate of agronomic trait improvement
in plants. Traditional methods typically use linear regression models with clear assumptions; …

How plants tolerate salt stress

H Fu, Y Yang - Current Issues in Molecular Biology, 2023 - mdpi.com
Soil salinization inhibits plant growth and seriously restricts food security and agricultural
development. Excessive salt can cause ionic stress, osmotic stress, and ultimately oxidative …

Machine learning-assisted approaches in modernized plant breeding programs

M Yoosefzadeh Najafabadi, M Hesami, M Eskandari - Genes, 2023 - mdpi.com
In the face of a growing global population, plant breeding is being used as a sustainable tool
for increasing food security. A wide range of high-throughput omics technologies have been …

Enhancing climate change resilience in agricultural crops

Y Benitez-Alfonso, BK Soanes, S Zimba, B Sinanaj… - Current Biology, 2023 - cell.com
Climate change threatens global food and nutritional security through negative effects on
crop growth and agricultural productivity. Many countries have adopted ambitious climate …

Applications of artificial intelligence in climate-resilient smart-crop breeding

MHU Khan, S Wang, J Wang, S Ahmar… - International Journal of …, 2022 - mdpi.com
Recently, Artificial intelligence (AI) has emerged as a revolutionary field, providing a great
opportunity in shaping modern crop breeding, and is extensively used indoors for plant …

Spatially resolved transcriptomic analysis of the germinating barley grain

M Peirats-Llobet, C Yi, LC Liew… - Nucleic Acids …, 2023 - academic.oup.com
Seeds are a vital source of calories for humans and a unique stage in the life cycle of
flowering plants. During seed germination, the embryo undergoes major developmental …

Strategies for breeding crops for future environments

J Salse, RL Barnard, C Veneault-Fourrey… - Trends in Plant …, 2023 - cell.com
The green revolution successfully increased agricultural output in the early 1960s by relying
primarily on three pillars: plant breeding, irrigation, and chemical fertilization. Today, the …

Recent advances in artificial intelligence, mechanistic models, and speed breeding offer exciting opportunities for precise and accelerated genomics‐assisted …

JA Bhat, X Feng, ZA Mir, A Raina… - Physiologia …, 2023 - Wiley Online Library
Given the challenges of population growth and climate change, there is an urgent need to
expedite the development of high‐yielding stress‐tolerant crop cultivars. While traditional …