整合代谢组学和数字工具，在可持续农业中评估芳香生态类型
Integrating Metabolomics and Digital Tools to Valorise Aromatic Ecotypes in Sustainable Agriculture.
摘要(中文译文)
全球性挑战，如气候变化、资源枯竭和人口增长，正在重塑农业优先事项，使其转向可持续性和效率。在这一框架下，代谢组学已成为一种强大的分析平台，用于探索植物生化多样性、抗逆性和适应性。本综述重点介绍了在“农业4.0”范式下，代谢组学与大数据和生物信息学等数字技术的整合，以促进芳香生态型植物的价值化利用。通过将核磁共振（NMR）和液相色谱-质谱联用（LC-MS）分析与先进的统计和机器学习工具相结合，代谢组学能够识别与地理来源、胁迫响应和营养潜力相关的生物标志物。此外，专用数据库（如倍半萜类化合物平台）的开发促进了数据共享，并加速了生物活性化合物的发现。因此，代谢组学与数字创新的整合代表了下一代数据驱动可持续农业的基石。
Abstract
Global challenges such as climate change, resource depletion, and population growth are reshaping agricultural priorities toward sustainability and efficiency. Within this framework, metabolomics has emerged as a powerful analytical platform for exploring plant biochemical diversity, resilience, and adaptation. This review highlights the integration of metabolomics with digital technologies, such as big data and bioinformatics, under the "Agriculture 4.0" paradigm to enhance the valorization of aromatic ecotypes. By combining NMR and LC-MS profiling with advanced statistical and machine learning tools, metabolomics enables the identification of biomarkers linked to geographic origin, stress response, and nutritional potential. Moreover, the development of specialized databases, such as the sesquiterpenoid platform, facilitates data sharing and accelerates the discovery of bioactive compounds. The integration of metabolomics and digital innovation thus represents a cornerstone for next-generation, data-driven sustainable agriculture.
如何引用
AMA
Poonam Devi, Maria Ponticelli, Anna Paola Lanteri, Mauro Giacomini, Norbert Maggi, Emanuele Rosa, et al. Integrating Metabolomics and Digital Tools to Valorise Aromatic Ecotypes in Sustainable Agriculture.. Studies in health technology and informatics. 2026; doi:10.3233/SHTI260618.
APA
Poonam Devi, Maria Ponticelli, Anna Paola Lanteri, Mauro Giacomini, Norbert Maggi, Emanuele Rosa, et al (2026). Integrating Metabolomics and Digital Tools to Valorise Aromatic Ecotypes in Sustainable Agriculture.. Studies in health technology and informatics. https://doi.org/10.3233/SHTI260618
GB/T 7714
Poonam Devi, Maria Ponticelli, Anna Paola Lanteri, Mauro Giacomini, Norbert Maggi, Emanuele Rosa, et al. Integrating Metabolomics and Digital Tools to Valorise Aromatic Ecotypes in Sustainable Agriculture.[J]. Studies in health technology and informatics, 2026 doi:10.3233/SHTI260618.
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