Accelerometer-based physical activity is associated with the gut microbiota in 8416 individuals in SCAPIS

被引:8
|
作者
Baldanzi, Gabriel [1 ]
Sayols-Baixeras, Sergi [1 ,2 ]
Ekblom-Bak, Elin [3 ]
Ekblom, Orjan [3 ]
Dekkers, Koen F. [1 ]
Hammar, Ulf [1 ]
Nguyen, Diem [1 ]
Ahmad, Shafqat [1 ,4 ,5 ]
Ericson, Ulrika [6 ]
Arvidsson, Daniel [7 ]
Boerjesson, Mats [8 ,9 ]
Johanson, Peter J. [10 ,11 ]
Smith, J. Gustav [12 ,13 ,14 ,15 ,16 ,17 ]
Bergstrom, Goeran [18 ,19 ]
Lin, Lars [20 ]
Engstrom, Gunnar [6 ]
Arnlov, Johan [21 ,22 ]
Kennedy, Beatrice [1 ]
Orho-Melander, Marju [6 ]
Fall, Tove [1 ,23 ]
机构
[1] Uppsala Univ, Dept Med Sci, Mol Epidemiol, Uppsala, Sweden
[2] Inst Salud Carlos III, CIBER Cardiovasc Dis CIBERCV, Madrid, Spain
[3] Swedish Sch Sport & Hlth Sci, Dept Phys Act & Hlth, Stockholm, Sweden
[4] Harvard Med Sch, Prevent Med Div, Boston, MA USA
[5] Brigham & Womens Hosp, Boston, MA USA
[6] Lund Univ, Dept Clin Sci Malmo, Malmo, Sweden
[7] Univ Gothenburg, Ctr Hlth & Performance, Dept Food & Nutr & Sport Sci, Gothenburg, Sweden
[8] Gothenburg Univ, Sahlgrenska Acad, Ctr Lifestyle Intervent, Dept Mol & Clin Med, Gothenburg, Sweden
[9] Sahlgrens Univ Hosp, Dept Med Geriatr & Acute Med, Ostra Sjukhuset, Gothenburg, Sweden
[10] Uppsala Univ, Dept Med Sci, Occupat & Environm Med, Uppsala, Sweden
[11] Uppsala Univ Hosp, Occupat & Environm Med, Uppsala, Sweden
[12] Gothenburg Univ, Sahlgrenska Univ Hosp, Inst Med, Dept Mol & Clin Med,Wallenberg Lab, Gothenburg, Sweden
[13] Sahlgrens Univ Hosp, Dept Cardiol, Gothenburg, Sweden
[14] Lund Univ, Dept Cardiol, Clin Sci, Lund, Sweden
[15] Skane Univ Hosp, Lund, Sweden
[16] Lund Univ, Wallenberg Ctr Mol Med, Lund, Sweden
[17] Lund Univ, Lund Univ Diabet Ctr, Lund, Sweden
[18] Univ Gothenburg, Inst Med, Sahlgrenska Acad, Dept Mol & Clin Med, Gothenburg, Sweden
[19] Sahlgrens Univ Hosp, Dept Clin Physiol, Reg Vastra Gotaland, Gothenburg, Sweden
[20] Uppsala Univ, Dept Med Sci, Clin Epidemiol, Uppsala, Sweden
[21] Karolinska Inst, Div Family Med & Primary Care, Dept Neurobiol Care Sci & Soc, Huddinge, Sweden
[22] Dalarna Univ, Sch Hlth & Social Studies, Falun, Sweden
[23] Uppsala Univ, Dept Med Sci, Mol Epidemiol, EpiHubben,MTC huset, S-75185 Uppsala, Sweden
来源
EBIOMEDICINE | 2024年 / 100卷
基金
欧洲研究理事会; 瑞典研究理事会;
关键词
Accelerometery; Gastrointestinal microbiome; Exercise; Sedentary behaviour; Epidemiology; HARMONIZED METAANALYSIS; SEDENTARY TIME; DIETARY FIBER; EXERCISE; METABOLISM; MORTALITY; ALTERS;
D O I
10.1016/j.ebiom.2024.104989
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Previous population -based studies investigating the relationship between physical activity and the gut microbiota have relied on self -reported activity, prone to reporting bias. Here, we investigated the associations of accelerometer -based sedentary (SED), moderate -intensity (MPA), and vigorous -intensity (VPA) physical activity with the gut microbiota using cross-sectional data from the Swedish CArdioPulmonary bioImage Study. Methods In 8416 participants aged 50-65, time in SED, MPA, and VPA were estimated with hip -worn accelerometer. Gut microbiota was profiled using shotgun metagenomics of faecal samples. We applied multivariable regression models, adjusting for sociodemographic, lifestyle, and technical covariates, and accounted for multiple testing. Findings Overall, associations between time in SED and microbiota species abundance were in opposite direction to those for MPA or VPA. For example, MPA was associated with lower, while SED with higher abundance of Escherichia coli. MPA and VPA were associated with higher abundance of the butyrate -producers Faecalibacterium prausnitzii and Roseburia spp. We observed discrepancies between specific VPA and MPA associations, such as a positive association between MPA and Prevotella copri, while no association was detected for VPA. Additionally, SED, MPA and VPA were associated with the functional potential of the microbiome. For instance, MPA was associated with higher capacity for acetate synthesis and SED with lower carbohydrate degradation capacity. Interpretation Our findings suggest that sedentary and physical activity are associated with a similar set of gut microbiota species but in opposite directions. Furthermore, the intensity of physical activity may have specific effects on certain gut microbiota species.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Accelerometer-based measurement of physical activity and sleep duration in Denmark: A Large Population-Based Study
    Ahrensberg, Hannah
    Eghoj, Martin
    Ekholm, Ola
    Christensen, Anne Illemann
    Petersen, Christina Bjork
    Rasmussen, Mette
    EUROPEAN JOURNAL OF PUBLIC HEALTH, 2024, 34
  • [42] ABIPA: ARIMA-Based Integration of Accelerometer-Based Physical Activity for Adolescent Weight Status Prediction
    Wang Y.
    Wattelez G.
    Frayon S.
    Caillaud C.
    Galy O.
    Yacef K.
    ACM Transactions on Computing for Healthcare, 2023, 4 (01):
  • [43] Assessment of Accelerometer-Based Physical Activity During the 2017-2018 California Wildfire Seasons
    Rosenthal, David G.
    Vittinghoff, Eric
    Tison, Geoffrey H.
    Pletcher, Mark J.
    Olgin, Jeffrey E.
    Grandis, Donald J.
    Marcus, Gregory M.
    JAMA NETWORK OPEN, 2020, 3 (09)
  • [44] An Accelerometer-based Approach for Measuring Physical Activity in Young and Older Adults and its Relevance to Physical Function Measures
    Foulis, Stephen A.
    Larsen, Ryan G.
    Callahan, Damien M.
    Kent-Braun, Jane A.
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2008, 40 (05): : S62 - S62
  • [45] Accelerometer-Based Detection of Food Intake in Free-Living Individuals
    Farooq, Muhammad
    Sazonov, Edward
    IEEE SENSORS JOURNAL, 2018, 18 (09) : 3752 - 3758
  • [46] ACCELEROMETER-BASED PHYSICAL ACTIVITY IN A LARGE OBSERVATIONAL COHORT (ACTIFE-ULM) - ASSOCIATIONS WITH POLYPHARMACY
    Denkinger, M. D.
    Rapp, K.
    Peter, R.
    Nikolaus, T.
    GERONTOLOGIST, 2011, 51 : 629 - 630
  • [47] A closer look at the relationship among accelerometer-based physical activity metrics: ICAD pooled data
    Soyang Kwon
    Lars Bo Andersen
    Anders Grøntved
    Elin Kolle
    Greet Cardon
    Rachel Davey
    Susi Kriemler
    Kate Northstone
    Angie S. Page
    Jardena J. Puder
    John J. Reilly
    Luis B. Sardinha
    Esther M. F. van Sluijs
    Kathleen F. Janz
    International Journal of Behavioral Nutrition and Physical Activity, 16
  • [48] Physical Activity Patterns and Sedentary Behavior in Older Women With Urinary Incontinence: an Accelerometer-based Study
    Chu, Christine M.
    Khanijow, Kavita D.
    Schmitz, Kathryn H.
    Newman, Diane K.
    Arya, Lily A.
    Harvie, Heidi S.
    FEMALE PELVIC MEDICINE AND RECONSTRUCTIVE SURGERY, 2019, 25 (04): : 318 - 322
  • [49] Accelerometer-based and self-reported physical activity of children and adolescents from a seasonal perspective
    Eckelt, Melanie
    Hutmacher, Djenna
    Steffgen, Georges
    Bund, Andreas
    FRONTIERS IN SPORTS AND ACTIVE LIVING, 2024, 5
  • [50] Prevalence and Correlates of Accelerometer-Based Physical Activity and Sedentary Time Among Kidney Transplant Recipients
    Vallance, Jeff K.
    Johnson, Steven T.
    Thompson, Stephanie
    Wen, Kevin
    Lam, Ngan N.
    Boyle, Terry
    Martinez-Juarez, Itzel Anahi
    Shojai, Soroush
    CANADIAN JOURNAL OF KIDNEY HEALTH AND DISEASE, 2019, 6