Mediation Role of Recreational Physical Activity in the Relationship between the Dietary Intake of Live Microbes and the Systemic Immune-Inflammation Index: A Real-World Cross-Sectional Study

被引:47
|
作者
You, Yanwei [1 ,2 ]
Chen, Yuquan [3 ]
Wei, Mengxian [1 ,2 ]
Tang, Meihua [4 ]
Lu, Yuqing [2 ,5 ]
Zhang, Qi [6 ]
Cao, Qiang [7 ,8 ]
机构
[1] Tsinghua Univ, Div Sports Sci & Phys Educ, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Sch Social Sci, Beijing 100084, Peoples R China
[3] Monash Univ, Fac Med Nursing & Hlth Sci, Sch Publ Hlth & Prevent Med, Melbourne, Vic 3004, Australia
[4] Shanghai Fire Res Inst Mem, Shanghai 200030, Peoples R China
[5] Tsinghua Univ, Dept Psychol, Beijing 100084, Peoples R China
[6] Taishan Univ, Undergrad Dept, Tai An 250111, Peoples R China
[7] Kunming Univ Sci & Technol, Dept Earth Sci, Kunming 650093, Peoples R China
[8] Macau Univ Sci & Technol, Sch Pharm, Macau 999078, Peoples R China
关键词
live microbes; recreational physical activity; systemic immune-inflammation index; cross-sectional study; mediation analysis; VEGETABLES; FRUITS;
D O I
10.3390/nu16060777
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
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 [beta (95% CI): -4.807 (-7.752, -1.862), p = 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 [beta (95% CI): -0.022 (-0.034, -0.011), p < 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.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Association of Systemic Immune-Inflammation Index with Non-Alcoholic Fatty Liver Disease: A Population-Based Cross-Sectional Study
    Zhao, Bi
    Liu, Yuee
    Yang, Yi
    He, Jihui
    RISK MANAGEMENT AND HEALTHCARE POLICY, 2023, 16 : 1581 - 1592
  • [42] Systemic Immune-Inflammation Index and Its Association with the Prevalence of Stroke in the United States Population: A Cross-Sectional Study Using the NHANES Database
    Liu, Guangcheng
    Qian, Hao
    Wang, Liang
    Wu, Wei
    REVIEWS IN CARDIOVASCULAR MEDICINE, 2024, 25 (04)
  • [43] Association between dietary intake of live microbes and chronic obstructive pulmonary disease: a cross-sectional study of NHANES 2007-2012
    Xu, Yifeng
    Yan, Zhaoqi
    Liu, Liangji
    BMC PULMONARY MEDICINE, 2025, 25 (01):
  • [44] Exploratory analysis on the relationship between dietary live microbe intake and arthritis: a national population based cross-sectional study
    Liu, Yiping
    Xing, Yida
    Kong, Xiaodan
    FRONTIERS IN NUTRITION, 2024, 10
  • [45] Interaction between the systemic immune-inflammation index and trouble sleeping in nonalcoholic fatty liver disease: a cross-sectional study of the NHANES 2005-2018 data
    Yang, Xinxia
    Zhuo, Shitu
    Zhuang, Huie
    Fang, Taiyong
    JOURNAL OF HEALTH POPULATION AND NUTRITION, 2024, 43 (01)
  • [46] Exploring the link: Systemic immune-inflammation index as a marker in endometriosis-Insights from the NHANES 2001-2006 cross-sectional study
    Peng, Liang
    Luo, Xiaohan
    Cao, Baodi
    Wang, Xiaohui
    PLOS ONE, 2024, 19 (06):
  • [47] Systemic Immune-Inflammation Index Predicts Contrast-Induced Acute Kidney Injury in Patients Undergoing Coronary Angiography: A Cross-Sectional Study
    Jiang, Hangpan
    Li, Duanbin
    Xu, Tian
    Chen, Zhezhe
    Shan, Yu
    Zhao, Liding
    Fu, Guosheng
    Luan, Yi
    Xia, Shudong
    Zhang, Wenbin
    FRONTIERS IN MEDICINE, 2022, 9
  • [48] Inverse association of the systemic immune-inflammation index with serum anti-ageing protein Klotho levels in individuals with osteoarthritis: A cross-sectional study
    Zhao, Jinlong
    Lai, Yinhua
    Zeng, Lingfeng
    Liang, Guihong
    Jin, Xiao
    Huang, Hetao
    Luo, Minghui
    Liu, Jun
    PLOS ONE, 2024, 19 (05):
  • [49] Association between systemic immune-inflammation index and post-stroke depression: a cross-sectional study of the national health and nutrition examination survey 2005-2020
    Wang, Mingzhu
    Peng, Chengchao
    Jiang, Tingting
    Wu, Qiongfang
    Li, Danping
    Lu, Min
    FRONTIERS IN NEUROLOGY, 2024, 15
  • [50] Relationship between dietary live microbe intake and the prevalence of COPD in adults: a cross-sectional study of NHANES 2013-2018
    Zhou, Dongbo
    He, Baimei
    Huang, Qiong
    Li, Siqi
    Nan, Wenbin
    Chen, Qiong
    Yu, Qiao
    BMC PULMONARY MEDICINE, 2024, 24 (01):