AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
TL;DR
This review summarizes examples of reduced tuber browning, modified starch characteristics, and editing of susceptibility loci for late blight and viral resistance, as well as technical challenges specific to potato, such as allele identification in tetraploids, editing efficiency, and bystander edits.
This review provides a comprehensive synthesis of a recent advances in CRISPR–Cas technologies and their strategic applications in crop genetics and hybrid breeding, and showcases how these technologies accelerate hybrid breeding by engineering male sterility systems, fixing heterosis, and generating high-throughput mu...
A complete CRISPR-Cas9-mediated knockout of the BEL5 gene, encoding a transcription factor, is reported, known as one of the key regulators driving tuber formation, and a regulatory role of BEL5 in the timing of tuber onset but, unexpectedly, its dispensability for tuber development in modern cultivated potato is propo...
This review critically synthesizes recent advances in CRISPR applications for major wheat fungal diseases, including powdery mildew, rusts, Fusarium head blight, and wheat blast, and highlights future opportunities for integrating genome editing with modern breeding to accelerate the development of climate-resilient, d...
CRISPR/Cas-based genome editing has emerged as a powerful and precise tool for crop improvement, enabling targeted modification of genes associated with agriculturally important traits. In horticultural crops, CRISPR technologies have accelerated the improvement of disease resistance, abiotic stress tolerance, yield, n...
It is argued that AI and CRISPR are complementary components of an emerging design-build-test-learn framework rather than a mature autonomous breeding platform, and progress will depend on plant-specific benchmark datasets, prospective validation, multi-environment field trials, interoperable data standards, equitable...
The future of crop improvement using GEd technologies lies in the harmonisation or alignment of global policies and regulations to support the trade of agricultural produce and ensure that growers and consumers can benefit from GEd technology.
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