Intelligent Gene Editing in Plants: The Convergence of AI and Crispr
暫譯: 植物中的智能基因編輯:AI與Crispr的融合
Ahmad, Aftab, Zhang, Baohong, A. Abd-Elsalam, Kamel
- 出版商: Academic Press
- 出版日期: 2026-08-26
- 售價: $8,520
- 貴賓價: 9.5 折 $8,094
- 語言: 英文
- 頁數: 718
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443440794
- ISBN-13: 9780443440793
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相關分類:
AI Coding
海外代購書籍(需單獨結帳)
商品描述
Intelligent Gene Editing in Plants analyzes how AI-enabled design and CRISPR-based genome engineering are reshaping plant genetics, with a clear functional focus on delivering durable gains in crop productivity, stress tolerance, and nutritional quality.
The work unfolds in three parts: [i] a foundational survey of genome-editing technologies and the evolving role of AI in precise trait modifications and outcome prediction; [ii] a thorough exploration of applications and synergies, including AI-assisted gRNA optimization, off-target mitigation, regulatory-network analysis, and trait enhancement for disease resistance and climate resilience; and [iii] an emerging-horizons section on cis-regulatory edits, omics integration, synthetic biology, and next-generation editing.
Throughout, the volume interweaves practical experiences, cutting-edge methodologies, and case studies, alongside discussions of biosafety, ethical concerns, governance, and public perception, providing a holistic, decision-ready resource for students, researchers, practitioners, and regulatory authorities to navigate the opportunities and responsibilities of plant gene editing, with significant implications for sustainable agriculture and global food security.
The work unfolds in three parts: [i] a foundational survey of genome-editing technologies and the evolving role of AI in precise trait modifications and outcome prediction; [ii] a thorough exploration of applications and synergies, including AI-assisted gRNA optimization, off-target mitigation, regulatory-network analysis, and trait enhancement for disease resistance and climate resilience; and [iii] an emerging-horizons section on cis-regulatory edits, omics integration, synthetic biology, and next-generation editing.
Throughout, the volume interweaves practical experiences, cutting-edge methodologies, and case studies, alongside discussions of biosafety, ethical concerns, governance, and public perception, providing a holistic, decision-ready resource for students, researchers, practitioners, and regulatory authorities to navigate the opportunities and responsibilities of plant gene editing, with significant implications for sustainable agriculture and global food security.
商品描述(中文翻譯)
《植物中的智慧基因編輯》分析了如何利用人工智慧(AI)設計和基於CRISPR的基因組工程重塑植物遺傳學,明確聚焦於提高作物生產力、抗逆性和營養品質的持久增益。本書分為三個部分:[i] 基因編輯技術的基礎調查以及AI在精確性狀修改和結果預測中不斷演變的角色;[ii] 對應用和協同效應的深入探索,包括AI輔助的gRNA優化、脫靶減少、調控網絡分析,以及針對疾病抗性和氣候韌性的性狀增強;[iii] 關於順式調控編輯、組學整合、合成生物學和下一代編輯的前沿展望部分。整本書交織了實踐經驗、尖端方法論和案例研究,並討論了生物安全、倫理問題、治理和公眾認知,為學生、研究人員、實踐者和監管機構提供了一個全面、可供決策的資源,以便在植物基因編輯的機會和責任中導航,對可持續農業和全球糧食安全具有重要意義。