Advancement in modern breeding and genomic approaches to accelerate rice improvement: speed breeding focus

FA Zainuddin, MR Ismail, MAM Hatta, SI Ramlee - Euphytica, 2024 - Springer
Rice (Oryza sativa L.) is a common staple food widely cultivated and consumed globally.
The increase in world population and slow genetic gain in rice production in the face of a …

[HTML][HTML] Stability of grain zinc concentrations across lowland rice environments favors zinc biofortification breeding

M Rakotondramanana, M Wissuwa… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction One-third of the human population consumes insufficient zinc (Zn) to sustain a
healthy life. Zn deficiency can be relieved by increasing the Zn concentration ([Zn]) in staple …

Genetic gains in IRRI's rice salinity breeding and elite panel development as a future breeding resource

A Khanna, M Anumalla, J Ramos, MTS Cruz… - Theoretical and Applied …, 2024 - Springer
Key message Estimating genetic gains and formulating a future salinity elite breeding panel
for rice pave the way for develo** better high-yielding salinity tolerant lines with enhanced …

High-dimensional multi-omics measured in controlled conditions are useful for maize platform and field trait predictions

B Ali, B Huguenin-Bizot, M Laurent, F Chaumont… - Theoretical and Applied …, 2024 - Springer
Key message Transcriptomics and proteomics information collected on a platform can
predict additive and non-additive effects for platform traits and additive effects for field traits …

Large-scale crop dataset and deep learning-based multi-modal fusion framework for more accurate G× E genomic prediction

Q Zou, S Tai, Q Yuan, Y Nie, H Gou, L Wang… - … and Electronics in …, 2025 - Elsevier
Although promising results have been achieved, current deep learning-based genomic
prediction methods still face two critical challenges that prevent their application in real …

Stochastic simulation to optimize rice breeding at IRRI

F Seck, PT Prakash, G Covarrubias-Pazaran… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Genetic improvement in rice increased yield potential and improved varieties for
farmers over the last decades. However, the demand for rice is growing while its cultivation …

Genomic Selection for Phenotype Prediction in Rice

SA Muthazhagu Kuppuraj, BR Ramadoss… - Climate-Smart Rice …, 2024 - Springer
Rice (Oryza sativa L.) is one of the world's most critical staple crops, serving as a primary
source of food for the large population of the world. To meet the future demand of a growing …

[PDF][PDF] Resources for Cannabis sativa L. omics data analyses

LA Mansueto - 2024 - researchportal.scu.edu.au
Global changes in Cannabis legislation and growing demand for its industrial and medicinal
applications have spurred a resurgence of research and development. Compared to …

Integrating multi‐trait genomic selection with simulation strategies to improve grain yield and parental line selection in rice

C Anilkumar, RP Sah… - Annals of Applied … - Wiley Online Library
Inclusion of correlated secondary traits in the prediction of primary trait in multi‐trait genomic
selection (GS) models can improve the predictive ability. Our objectives in the present …