[HTML][HTML] Machine learning approaches for crop improvement: Leveraging phenotypic and genotypic big data
H Tong, Z Nikoloski - Journal of plant physiology, 2021 - Elsevier
Highly efficient and accurate selection of elite genotypes can lead to dramatic shortening of
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
Molecular concepts to explain heterosis in crops
F Hochholdinger, P Yu - Trends in Plant Science, 2024 - cell.com
Heterosis describes the superior performance of hybrid plants compared with their
genetically distinct parents and is a pillar of global food security. Here we review the current …
genetically distinct parents and is a pillar of global food security. Here we review the current …
Assessment of genetic parameters and gene action associated with heterosis for enhancing yield characters in novel hybrid rice parental lines
MM Gaballah, KA Attia, AM Ghoneim, N Khan… - Plants, 2022 - mdpi.com
The technology of hybrid rice utilizing heterosis is an essential requirement for achieving
food security. The current study was aimed at assessing the genetic parameters and the …
food security. The current study was aimed at assessing the genetic parameters and the …
Melatonin alleviates Hg toxicity by modulating redox homeostasis and the urea cycle in moss
WY Hu, HT Mao, XY Yin, JY Chen, AQ He… - Science of The Total …, 2024 - Elsevier
Mercury (Hg) is a highly toxic metal and can cause severe damage to many organisms
under natural conditions. As an effective free radical scavenger and antioxidant, Melatonin …
under natural conditions. As an effective free radical scavenger and antioxidant, Melatonin …
GROWTH REGULATING FACTOR 7-mediated arbutin metabolism enhances rice salt tolerance
Salt stress is an environmental factor that limits plant growth and crop production. With the
rapid expansion of salinized arable land worldwide, investigating the molecular …
rapid expansion of salinized arable land worldwide, investigating the molecular …
Revisiting plant heterosis—from field scale to molecules
Heterosis refers to the increase in biomass, stature, fertility, and other characters that impart
superior performance to the F1 progeny over genetically diverged parents. The …
superior performance to the F1 progeny over genetically diverged parents. The …
Multi-omics-based prediction of hybrid performance in canola
D Knoch, CR Werner, RC Meyer, D Riewe… - Theoretical and Applied …, 2021 - Springer
Key message Complementing or replacing genetic markers with transcriptomic data and use
of reproducing kernel Hilbert space regression based on Gaussian kernels increases hybrid …
of reproducing kernel Hilbert space regression based on Gaussian kernels increases hybrid …
The metabolomic landscape of rice heterosis highlights pathway biomarkers for predicting complex phenotypes
Understanding the molecular mechanisms underlying complex phenotypes requires
systematic analyses of complicated metabolic networks and contributes to improvements in …
systematic analyses of complicated metabolic networks and contributes to improvements in …
Assembly of yield heterosis of an elite rice hybrid is promising by manipulating dominant quantitative trait loci
In the past, rice hybrids with strong heterosis have been obtained empirically, by developing
and testing thousands of combinations. Here, we aimed to determine whether heterosis of …
and testing thousands of combinations. Here, we aimed to determine whether heterosis of …
Accelerated energy metabolism plays an important role in Heterosis and maternal effect of hybrids bred from southern and northern Suminoe oysters (Crassostrea …
Z Zhang, A Li, K Zhang, C Wang, W Wang, G Zhang… - Aquaculture, 2023 - Elsevier
Oysters are a keystone species in estuaries and intertidal zones and have important
economic and ecological significance; however, worldwide, the dominant aquaculture oyster …
economic and ecological significance; however, worldwide, the dominant aquaculture oyster …