Source 1primary paper2025MED
Toolkit/multi-omics integration
multi-omics integration
Taxonomy: Technique Branch / Method. Workflows sit above the mechanism and technique branches rather than replacing them.
Summary
Additionally, we summarize recent applications of cutting-edge technologies in the enhancement of heat-tolerant rice varieties, including multi-omics integration, CRISPR/Cas9 genome editing, marker-assisted selection (MAS), and rational design breeding.
Usefulness & Problems
No literature-backed usefulness or problem-fit explainer has been materialized for this record yet.
Published Workflows
Objective: Develop robust, climate-resilient vegetable cultivars capable of withstanding evolving whitefly threats.
Why it works: The abstract states that integrating classical genetics, modern biotechnology, multi-omics, and AI-driven decision frameworks can accelerate dissection and deployment of complex resistance traits, enabling faster development of robust cultivars.
antibiosisantixenosistolerancemetabolic defense traitsstructural defense traitsphenotypic selectionQTL mappingpangenomicsmulti-omics integrationgenomic selectionCRISPR-based modificationmachine-learning phenotype detectionhyperspectral stress diagnosticspredictive modelling of resistance lociAI-driven decision frameworks
Taxonomy & Function
Primary hierarchy
Technique Branch
Method: A concrete method used to build, optimize, or evolve an engineered system.
Target processes
editingselectionValidation
Cell-freeBacteriaMammalianMouseHumanTherapeuticIndep. Replication
Supporting Sources
Ranked Claims
Current challenges in developing heat-tolerant rice include integrating regulatory mechanisms, developing realistic heat simulation systems, validating candidate-gene functionality, and managing trait trade-offs.
Finally, we address current challenges, including integrating regulatory mechanisms, developing realistic heat simulation systems, validating the functionality of candidate genes, and managing trait trade-offs.
Multi-omics integration, CRISPR/Cas9 genome editing, marker-assisted selection, and rational design breeding have recent applications in enhancing heat-tolerant rice varieties.
Additionally, we summarize recent applications of cutting-edge technologies in the enhancement of heat-tolerant rice varieties, including multi-omics integration, CRISPR/Cas9 genome editing, marker-assisted selection (MAS), and rational design breeding.
Approval Evidence
1 source2 linked approval claimsfirst-pass slug multi-omics-integration
Additionally, we summarize recent applications of cutting-edge technologies in the enhancement of heat-tolerant rice varieties, including multi-omics integration, CRISPR/Cas9 genome editing, marker-assisted selection (MAS), and rational design breeding.
Source:
challenge statementsupports
Current challenges in developing heat-tolerant rice include integrating regulatory mechanisms, developing realistic heat simulation systems, validating candidate-gene functionality, and managing trait trade-offs.
Finally, we address current challenges, including integrating regulatory mechanisms, developing realistic heat simulation systems, validating the functionality of candidate genes, and managing trait trade-offs.
Source:
technology applicationsupports
Multi-omics integration, CRISPR/Cas9 genome editing, marker-assisted selection, and rational design breeding have recent applications in enhancing heat-tolerant rice varieties.
Additionally, we summarize recent applications of cutting-edge technologies in the enhancement of heat-tolerant rice varieties, including multi-omics integration, CRISPR/Cas9 genome editing, marker-assisted selection (MAS), and rational design breeding.
Source:
Comparisons
No literature-backed comparison notes have been materialized for this record yet.
Ranked Citations
- 1.