Aug 2026· Plant Biotechnology Journal· 0 citations· 175 references
Medicine
Abstract
ABSTRACT Global agriculture is increasingly challenged by climate instability, genetic erosion, emerging pathogens and rising food demands, exposing the limitations of conventional breeding and traditional domestication strategies. Recent advances in CRISPR‐based genome editing, pangenomic, synthetic biology, artificial intelligence (AI)‐assisted breeding and predictive phenomics are transforming de novo domestication from a slow evolutionary process into a programmable framework for rational crop redesign. This review synthesises recent advances in programmable de novo domestication and highlights how crop wild relatives and underutilised germplasm can be harnessed to develop resilient, climate‐adaptive and sustainable crop systems. The integration of multiplex genome editing, pan‐genomic variation discovery, AI‐driven genomic prediction and predictive breeding enables precise engineering of key domestication traits governing plant architecture, yield potential, stress resilience and nutritional quality. Furthermore, we propose a trajectory‐based framework for programmable domestication comprising Adaptive Rescue, Agronomic Refinement and Novel Chassis Engineering, which illustrates distinct evolutionary pathways, engineering complexity and crop redesign objectives. We also examine the major system level challenges that constrain programmable domestication, including cryptic genetic variation, epistasis, gene regulatory network complexity, genotype phenotype predictability, biodiversity conservation and regulatory considerations. Collectively, programmable domestication represents a transformative shift from conventional crop improvement towards system‐level engineering of next‐generation crops, providing a strategic foundation for enhancing global food security, agricultural sustainability and environmental resilience in the face of accelerating climate change.
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 mutant libraries for trait discovery.
Syed Riaz Ahmed, Jahangir Khan, I. Ijaz et al.· Frontiers in Plant Science· 0 citations
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 access to transformation and computational infrastructure, and governance focused on the properties and evidence of resulting products.
Anilkumar Lalasing Chavan, Pavan Rathod G. P., Chandana Suresh K. S. et al.· Plant cell biotechnology and...· 0 citations
The ARO is introduced, an AI enhanced framework designed to support CRISPR Cas genome editing in crop biotechnology under biologically, regulatorily, and contextually constrained conditions that combines constrained optimization refinement, probabilistic uncertainty modeling, and adaptive regulatory planning.
Li Zhu, Jinzhou Huang, Cheng Xie· Frontiers in Plant Science· 0 citations
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.
Michael G. K. Jones· Sugar Industry international· 0 citations
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, disease-resistant wheat cultivars for sustainable agriculture.
M. S. Samoo· Bulletin of the National Res...· 1 citation
This review synthesises the fundamental principles and limitations of multiple gene-editing technologies, with a particular emphasis on CRISPR systems (Cas9, Cas12, and Cas13), in the specific context of woody perennial biology, and highlights how synergising CRISPR technologies with multi-omics, genomic selection, and high-throughput phenomics can accelerate the development and application of climate-resilient woody perennials.
Tabeer Gulfam, Wanxin Li, Zhi-Yong Han et al.· Plant, Cell and Environment· 0 citations