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从传统杂交到智能设计:中国甘蔗育种的路径演进与技术革新OA

From Traditional Hybridization to Intelligent Design:Evolutionary Pathways and Technological Innovation in Chinese Sugarcane Breeding

中文摘要英文摘要

本文系统地梳理了中国甘蔗育种从传统杂交到智能设计的技术演进路径,揭示了其在高产、高糖、抗逆及机械化适配等产业需求推动下的革新逻辑.传统杂交育种通过"五圃制选育程序"与骨干亲本策略培育了'粤糖''桂糖'等标志性品种,但其周期长、遗传改良效率低等局限性日益凸显.分子标记辅助育种、航天诱变及转基因技术显著缩短了品种选育周期,并通过创制新种质突破遗传多样性的瓶颈.智能设计阶段,多组学整合解析了糖分-抗逆代谢网络,CRISPR基因编辑定向改良目标性状,人工智能模型则实现了表型精准预测.然而,复杂性状遗传解析不足、种质资源狭窄及技术转化滞后仍是主要挑战.本研究提出"双轨并行"策略,即优化传统育种流程并深度融合智能技术,同时建议通过跨学科协同、种质库升级及政策支持推动产业可持续发展.未来,甘蔗育种将依托多组学、基因编辑与人工智能,迈向"可预测、可设计、可定制"的新阶段.

This paper systematically reviews the technological evolution of sugarcane breeding in China from traditional hybridization to intelligent design,revealing its innovation logic driven by industrial demands such as high yield,high sugar content,stress tolerance,and mechanical adaptability.Traditional hybridization breeding has cultivated iconic varieties like the"Yuetang"and"Guitang"series through the"five-stage selection breeding procedure"and core parent strategies,yet its limitations—including prolonged breeding cycles(10-15 years)and low genetic improvement efficiency—have become increasingly apparent.Molecular marker-assisted breeding,space mutagenesis,and transgenic technologies have significantly shortened breeding cycles and overcome genetic diversity bottlenecks by creating novel germplasms.In the intelligent design phase,multi-omics integration has elucidated the sugar-stress resistance metabolic network,CRISPR gene editing enables targeted trait improvement,and artificial intelligence models achieve precise phenotypic prediction.However,challenges persist,including insufficient genetic analysis of complex traits,narrow germplasm resources,and delayed technology translation.The study proposes a"dual-track parallel strategy"to optimize traditional breeding processes while integrating intelligent technologies,alongside recommendations for interdisciplinary collaboration,germplasm repository upgrading,and policy support to promote sustainable industry development.In the future,sugarcane breeding will leverage multi-omics,gene editing,and artificial intelligence to advance into a"predictable,designable,and customizable"era.

刘晓;蓝艳华;蔡裕洋;安玉兴

广东省科学院南繁种业研究所,广州 510316广东省科学院南繁种业研究所,广州 510316广东省科学院南繁种业研究所,广州 510316广东省科学院南繁种业研究所,广州 510316

农业科技

甘蔗育种传统杂交智能设计分子标记辅助育种基因编辑人工智能种质资源技术革新

sugarcane breedingtraditional hybridizationintelligent designmolecular marker-assisted breedinggene editingartificial intelligencegermplasm resourcestechnological innovation

《中国糖料》 2026 (1)

16-23,8

广东省乡村振兴战略专项资金种业振兴项目:甘蔗高产高糖品种育种(粤财农[2022]184号)资助.

10.13570/j.cnki.scc.2026.01.002

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