人工智能驱动的个性化营养计划对人类肠道微生物群的影响及其对健康的影响
Konstantinos Rouskas1, Mary Guela1,2, Marianna Pantoura1
1Institute of Applied Biosciences, Center for Research and Technology Hellas, 57001 Thessaloniki, Greece.
Nutrients
|April 12, 2025
概括
一个人工智能驱动的个性化营养计划改善了健康成年人的肠道微生物群多样性和有益细菌. 这种干预也导致了碳水化合物和蛋白质摄入量减少,腰围减少.
科学领域:
- 微生物组研究的研究.
- 营养科学 营养科学
- 人工智能应用的人工智能应用.
背景情况:
- 使用人工智能工具的个性化营养计划显示出健康饮食和疾病预防的前景.
- 肠道微生物组在健康中的作用需要在个性化营养背景下进一步研究.
研究的目的:
- 探索基于人工智能的个性化营养计划对健康个体肠道微生物群的影响.
- 为了评估6周干预后肠道微生物组合,饮食摄入量和人类测量结果的变化.
主要方法:
- 使用基于人工智能的移动应用程序进行为期六周的干预,以实现个性化的营养.
- 分析了29名健康参与者的便样本 (16S rRNA测序) 和血液样本.
- 通过食物频率调查问卷评估饮食摄入量,并测量人类学和生物化学数据.
主要成果:
- 干预后观察到肠道微生物组丰富性和多样性的显著增加.
- 增加有益的属的丰富性 (例如,Eubacterium coprostanoligenes群,奥斯基诺菌) 和减少与炎症相关的属的丰富性.
- 减少碳水化合物和蛋白质摄入量,减小腰围,以及特定微生物变化与饮食因素 (如橄油摄入量和甘油三水平) 之间的关联.
结论:
- 基于人工智能的个性化营养计划可以显著影响肠道微生物组合.
- 需要进一步的研究,将肠道微生物组数据整合到个性化的营养策略中,以优化健康.
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