Source 1primary paper2025MED
Toolkit/marker-assisted selection
marker-assisted selection
Also known as: MAS
Taxonomy: Technique Branch / Method. Workflows sit above the mechanism and technique branches rather than replacing them.
Summary
This review summarizes current research on innovative molecular approaches, including marker-assisted selection (MAS)... for soybean improvement.
Usefulness & Problems
No literature-backed usefulness or problem-fit explainer has been materialized for this record yet.
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
Source 2primary paper2025MED
Ranked Claims
CRISPR/Cas9-mediated gene editing enables precise genetic modification in soybean and has produced improved oil composition, increased isoflavone content, and resistance to biotic stresses.
Marker-assisted selection using SSRs and SNPs facilitates efficient identification and incorporation of desired soybean traits including disease resistance, abiotic stress tolerance, and improved seed quality.
RNA interference modulates gene expression in soybean to optimize nutritional properties and stress responses.
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.
These molecular breeding approaches overcome limitations of traditional methods by shortening the breeding cycle and allowing simultaneous improvement of multiple traits.
Genomic selection improves prediction accuracy for complex quantitative soybean traits such as yield by integrating genome-wide molecular markers with phenotypic data.
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
2 sources4 linked approval claimsfirst-pass slug marker-assisted-selection
This review summarizes current research on innovative molecular approaches, including marker-assisted selection (MAS)... for soybean improvement.
Source:
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:
capabilitysupports
Marker-assisted selection using SSRs and SNPs facilitates efficient identification and incorporation of desired soybean traits including disease resistance, abiotic stress tolerance, and improved seed quality.
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:
comparative advantagesupports
These molecular breeding approaches overcome limitations of traditional methods by shortening the breeding cycle and allowing simultaneous improvement of multiple traits.
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.
- 2.