Division of Sports Science & Physical Education, Tsinghua University, Beijing 100084, China.
School of Social Sciences, Tsinghua University, Beijing 100084, China.
Nutrients. 2024 Mar 8;16(6):777. doi: 10.3390/nu16060777.
The main topic of this research is the relationship between dietary intake of live microbe-containing (LMC) foods, recreational physical activity (RPA), and the systemic immune-inflammation index (SII). This study presented a cohort of 26,254 individuals in the National Health and Nutrition Examination Survey (NHANES), representing an estimated weighted population of 193,637,615 in the United States. Weighted multivariable linear regression models were used in consideration of the multi-stage sampling design. Results: The study found that medium-LMC foods were negatively associated with the SII [β (95% CI): -4.807 (-7.752, -1.862), = 0.002], indicating that their intake was correlated with lower levels of the SII. However, no significant associations were found with low- or high-LMC foods. The study also explored the relationship between RPA and the SII, finding that more time spent in RPA was negatively associated with the SII [β (95% CI): -0.022 (-0.034, -0.011), < 0.001]. A mediation analysis was conducted to investigate the role of RPA in the relationship between medium-LMC food intake and the SII. The analysis revealed that RPA had a notable indirect effect, contributing to 6.7% of the overall change in the SII. Overall, this study suggests that medium-LMC food intake and RPA may have beneficial effects on systemic immune inflammation.
本研究的主要课题是饮食中摄入含活微生物(LMC)的食物、休闲体力活动(RPA)与全身免疫炎症指数(SII)之间的关系。本研究在全国健康和营养调查(NHANES)中纳入了 26254 名个体,代表了美国 193637615 人的估计加权人口。考虑到多阶段抽样设计,使用了加权多变量线性回归模型。结果:研究发现,中等 LMC 食物与 SII 呈负相关[β(95%CI):-4.807(-7.752,-1.862), = 0.002],表明其摄入量与 SII 水平较低相关。然而,低或高 LMC 食物与 SII 之间没有显著关联。该研究还探讨了 RPA 与 SII 之间的关系,发现更多的 RPA 时间与 SII 呈负相关[β(95%CI):-0.022(-0.034,-0.011), < 0.001]。进行中介分析以调查 RPA 在中等 LMC 食物摄入量与 SII 之间关系中的作用。分析显示,RPA 具有显著的间接效应,占 SII 总变化的 6.7%。总体而言,本研究表明,中等 LMC 食物摄入和 RPA 可能对全身免疫炎症有有益影响。