Abstract
Advancements in single-cell omics technologies have revolutionized our understanding of cellular processes in crops, offering unprecedented insights into gene expression, protein dynamics, and epigenetic regulation at the single-cell level. This chapter highlights the integration of transcriptomics, proteomics, and epigenomics in crop improvement, emphasizing the importance of multiomics approaches in deciphering complex biological phenomena. The introduction provides an overview of single-cell omics techniques, including single-cell RNA sequencing (scRNA-seq) for transcriptomic analysis, single-cell proteomics for protein profiling, and epigenomic profiling methods for studying chromatin modifications. These technologies enable researchers to dissect cellular heterogeneity, developmental processes, and stress responses in crops with unparalleled resolution. The chapter delves into the applications of single-cell transcriptomics in characterizing gene expression dynamics during plant development and stress responses. Single-cell proteomics elucidates protein expression patterns and posttranslational modifications, providing insights into cellular signaling and metabolic pathways in crops. Epigenomic studies uncover epigenetic mechanisms underlying gene regulation and environmental responsiveness at the single-cell level. Integration of multiomics data facilitates a comprehensive understanding of cellular regulation in crops. Methods for data integration, visualization, and interpretation are discussed, highlighting the synergy between transcriptomic, proteomic, and epigenomic profiles in identifying candidate genes and regulatory networks for crop improvement. Case studies demonstrate the utility of multiomics approaches in trait mapping, gene discovery, and breeding resilient crop varieties. By integrating transcriptomic, proteomic, and epigenomic data, researchers can unravel the complexity of agronomic traits and optimize breeding strategies for enhanced crop productivity, stress tolerance, and nutritional quality. Challenges in multiomics research, including data integration and computational analysis, are addressed, along with future directions and emerging technologies in crop omics. Ethical and societal implications of multiomics approach in agriculture are also discussed, highlighting the importance of responsible innovation in crop improvement. In summary, this abstract emphasizes the transformative potential of multiomics approaches in advancing crop improvement efforts, paving the way for sustainable agriculture and food security in a changing world.
| Original language | English |
|---|---|
| Title of host publication | Guide to Plant Single-Cell Technology |
| Subtitle of host publication | Functional Genomics and Crop Improvement |
| Publisher | Elsevier |
| Pages | 299-320 |
| Number of pages | 22 |
| ISBN (Electronic) | 9780443237362 |
| ISBN (Print) | 9780443237379 |
| DOIs | |
| State | Published - 2025 |
| Externally published | Yes |
Keywords
- intermediary metabolism
- microbial genetics
- plant genetics
- protein classification
- Proteomics
- transcriptomics
Fingerprint
Dive into the research topics of 'Single-cell technology for improvement in significant crops'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver