Skip to content
#gene editing Review Open access

Programmable Domestication: CRISPR, Pan‐Genomics and System Level Engineering for Next‐Generation Crops

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.

Read PDF

Similar papers

#gene editing Review Open access Aug 2026

CRISPR–Cas technologies for precision genome editing in plants: advances, applications, and future perspectives

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. · 0 citations
Review Open access Aug 2026

CRISPR and Artificial Intelligence in Crop Improvement: A Critical Synthesis for Precision Plant Breeding

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. · 0 citations
Open access Jul 2026

AI-enhanced framework for optimizing CRISPR-Cas gene editing in crop biotechnology addressing regulatory challenges and opportunities in global agricultural practices

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 · 0 citations
#gene editing Aug 2026

Genomics and crop improvement: focus on gene editing and its regulation

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 · 0 citations
Review Open access Jul 2026

CRISPR-mediated genome editing for developing durable and broad-spectrum disease resistance in wheat

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 · 1 citation
#gene editing Review Aug 2026

Gene Editing in Forest Tree Breeding for Stress Resistance: From Mechanisms to Future Prospects.

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. · 0 citations

Related blog posts