转录组学和代谢组学的方法学进展,用于评估作物应激弹性
Sanja Ćavar Zeljković1,2, Faisal Saeed3, Dunja Šamec4
1Czech Agrifood Research Center, Olomouc, Czech Republic.
Physiologia plantarum
|December 30, 2025
概括
转录组学和代谢组学的进步提供了强大的工具,以了解作物如何应对气候变化. 这些综合性奥米克斯方法加速了气候适应性作物的发展,以实现全球粮食安全.
科学领域:
- 农业科学 农业科学
- 植物生物学 植物生物学
- 基因组学就是基因组学.
背景情况:
- 气候变化威胁到农业,生物多样性和粮食安全.
- 开发具有增强非生物应激弹性的作物至关重要.
- 转录组学和代谢组学为植物应激反应提供了分子和生化洞察力.
研究的目的:
- 审查转录组学和代谢组学的方法进步,以评估作物应激弹性.
- 突出这些omics方法的协同潜力.
- 讨论跨学科数据集成的挑战和新兴解决方案.
主要方法:
- 审查高通量测序,长读转录组学和质谱学的最新创新.
- 检查整合性奥米克斯方法的研究.
- 讨论数据集成中的计算和标准化挑战.
主要成果:
- 转录组学和代谢组学为植物应激反应提供了高分辨率的洞察力.
- 这些方法的协同使用增强了对植物弹性的理解.
- 新兴的解决方案,如空间奥米克和人工智能辅助分析,解决了整合的挑战.
结论:
- 综合性omics方法,包括人工智能辅助分析,对于开发适应气候变化的作物至关重要.
- 这些方法加快了育种计划,并支持气候智能农业.
- 提高作物弹性是确保全球粮食安全的关键.
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