Wu Yanpu, Zhang Xinyan, Sun Liang, Wu Qingqing, Liu Xiaoping, Deng Yueyi, Lu Zhenzhen, Li Zhongxia, Deng Chaoming, He Ruikun, Zhang Luyun, Zeng Rong, Zhang Xuguang, Chen Luonan, Lin Xu
Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai 200031, China.
BYHEALTH Institute of Nutrition & Health, Guangzhou 510799, China.
Natl Sci Rev. 2024 Nov 26;12(1):nwae425. doi: 10.1093/nsr/nwae425. eCollection 2025 Jan.
Defining metabolic health is critical for the earlier reversing of metabolic dysfunction and disease, and fasting-based diagnosis may not adequately assess an individual's metabolic adaptivity under stress. We constructed a novel Health State Map (HSM) comprising a Health Phenotype Score (HPS) with fasting features alone and a Homeostatic Resilience Score (HRS) with five time-point features only ( = 30, 60, 90, 180, 240 min) following a standardized mixed macronutrient tolerance test (MMTT). Among 111 Chinese adults, when the same set of fasting and post-MMTT data as for the HSM was used, the mixed-score was highly correlated with the HPS. The HRS was significantly associated with metabolic syndrome prevalence, independently of the HPS (OR [95% CI]: 0.41 [0.18, 0.92]) and the mixed-score (0.34 [0.15, 0.69]). Moreover, the HRS could discriminate metabolic characteristics unseparated by the HPS and the mixed-score. Participants with higher HRSs had better metabolic traits than those with lower HRSs. Large interpersonal variations were also evidenced by evaluating postprandial homeostatic resiliencies for glucose, lipids and amino acids when participants had similar overall HRSs. Additionally, the HRS was positively associated with physical activity level and specific gut microbiome structure. Collectively, our HSM model might offer a novel approach to precisely define an individual's metabolic health and nutritional capacity.
定义代谢健康对于早期逆转代谢功能障碍和疾病至关重要,而基于禁食的诊断可能无法充分评估个体在应激状态下的代谢适应性。我们构建了一种新型健康状态图(HSM),它包括仅具有禁食特征的健康表型评分(HPS)和在标准化混合常量营养素耐量试验(MMTT)后仅具有五个时间点特征(t = 30、60、90、180、240分钟)的稳态恢复力评分(HRS)。在111名中国成年人中,当使用与HSM相同的一组禁食和MMTT后的数据时,混合评分与HPS高度相关。HRS与代谢综合征患病率显著相关,独立于HPS(OR [95% CI]:0.41 [0.18, 0.92])和混合评分(0.34 [0.15, 0.69])。此外,HRS可以区分HPS和混合评分无法区分的代谢特征。HRS较高的参与者比HRS较低的参与者具有更好的代谢特征。当参与者具有相似的总体HRS时,通过评估餐后葡萄糖、脂质和氨基酸的稳态恢复力也证明了较大的个体差异。此外,HRS与身体活动水平和特定的肠道微生物群结构呈正相关。总体而言,我们的HSM模型可能提供一种新方法来精确界定个体的代谢健康和营养能力。