548
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Compositional isotemporal substitution analysis of physical activity, sedentary behaviour and cardiometabolic biomarkers in US adults: A nationally representative study

ORCID Icon, , , , , , , & show all

References

  • Almourani, R., Chinnakotla, B., Patel, R., Kurukulasuriya, L. R., & Sowers, J. (2019). Diabetes and cardiovascular disease: An update. Current Diabetes Reports, 19(12), 161. https://doi.org/10.1007/s11892-019-1239-x
  • Arias, E., Heron, M., & Tejada-Vera, B. (2013). United States life tables eliminating certain causes of death, 1999–2001. National Vital Statistics Reports: From the Centers for Disease Control and Prevention, National Center for Health Statistics, National Vital Statistics System, 61(9), 1–128.
  • Azevedo, M. R., Araújo, C. L. P., Reichert, F. F., Siqueira, F. V., da Silva, M. C., & Hallal, P. C. (2007). Gender differences in leisure-time physical activity. International Journal of Public Health, 52(1), 8–15. https://doi.org/10.1007/s00038-006-5062-1
  • Borghouts, L. B., & Keizer, H. A. (2000). Exercise and insulin sensitivity: A review. International Journal of Sports Medicine, 21(1), 1–12. https://doi.org/10.1055/s-2000-8847
  • Buffey, A. J., Herring, M. P., Langley, C. K., Donnelly, A. E., & Carson, B. P. (2022). The acute effects of interrupting prolonged sitting time in adults with standing and light-intensity walking on biomarkers of cardiometabolic health in adults: A systematic review and meta-analysis. Sports Medicine, 52(8), 1765–1787. https://doi.org/10.1007/s40279-022-01649-4
  • Buman, M. P., Winkler, E. A., Kurka, J. M., Hekler, E. B., Baldwin, C. M., Owen, N., Ainsworth, B. E., Healy, G. N., & Gardiner, P. A. (2014). Reallocating time to sleep, sedentary behaviors, or active behaviors: Associations with cardiovascular disease risk biomarkers, nhanes 2005–2006. American Journal of Epidemiology, 179(3), 323–334. https://doi.org/10.1093/aje/kwt292
  • Byun, W., Dowda, M., & Pate, R. R. (2012). Associations between screen-based sedentary behavior and cardiovascular disease risk factors in Korean youth. Journal of Korean Medical Science, 27(4), 388–394. https://doi.org/10.3346/jkms.2012.27.4.388
  • Caspersen, C. J., Pereira, M. A., & Curran, K. M. (2000). Changes in physical activity patterns in the United States, by sex and cross-sectional age. Medicine & Science in Sports & Exercise, 32(9), 1601–1609. https://doi.org/10.1097/00005768-200009000-00013
  • Chen, P. C., Sung, F. C., Chien, K. L., Hsu, H. C., Su, T. C., & Lee, Y. T. (2010). Red blood cell distribution width and risk of cardiovascular events and mortality in a community cohort in Taiwan. American Journal of Epidemiology, 171(2), 214–220. https://doi.org/10.1093/aje/kwp360
  • Cristi-Montero, C., Steell, L., Petermann, F., Garrido-Méndez, A., Díaz-Martínez, X., Salas-Bravo, C., Ramirez-Campillo, R., Alvarez, C., Rodriguez, F., Aguilar-Farias, N., Martinez, M. A., Leiva, A. M., Poblete-Valderrama, F., Willis, N. D., & Celis-Morales, C. A. (2018). Joint effect of physical activity and sedentary behaviour on cardiovascular risk factors in Chilean adults. Journal of Public Health, 40(3), 485–492. https://doi.org/10.1093/pubmed/fdx134
  • Del Pozo-Cruz, J., García-Hermoso, A., Alfonso-Rosa, R. M., Alvarez-Barbosa, F., Owen, N., Chastin, S., & Del Pozo-Cruz, B. (2018). Replacing sedentary time: Meta-analysis of objective-assessment studies. American Journal of Preventive Medicine, 55(3), 395–402. https://doi.org/10.1016/j.amepre.2018.04.042
  • Dumuid, D., Pedišić, Ž, Stanford, T. E., Martín-Fernández, J. A., Hron, K., Maher, C. A., Lewis, L. K., & Olds, T. (2019). The compositional isotemporal substitution model: A method for estimating changes in a health outcome for reallocation of time between sleep, physical activity and sedentary behaviour. Statistical Methods in Medical Research, 28(3), 846–857. https://doi.org/10.1177/0962280217737805
  • Ensrud, K., & Grimm, R. H., Jr (1992). The white blood cell count and risk for coronary heart disease. American Heart Journal, 124(1), 207–213. https://doi.org/10.1016/0002-8703(92)90942-O
  • Frith, E., & Loprinzi, P. D. (2019). Physical activity, muscle-strengthening activities, and systemic inflammation among retinopathy patients. Diabetes Spectrum: A Publication of the American Diabetes Association, 32(1), 16–20. https://doi.org/10.2337/ds18-0002
  • Golia, E., Limongelli, G., Natale, F., Fimiani, F., Maddaloni, V., Pariggiano, I., Bianchi, R., Crisci, M., D'Acierno, L., Giordano, R., Di Palma, G., Conte, M., Golino, P., Russo, M. G., Calabrò, R., & Calabrò, P. (2014). Inflammation and cardiovascular disease: From pathogenesis to therapeutic target. Current Atherosclerosis Reports, 16(9), 435. https://doi.org/10.1007/s11883-014-0435-z
  • Güven, M., Ozkiliç, A., Kanigür-Sultuybek, G., & Ulutin, T. (1999). Age-related changes on glucose transport and utilization of human erythrocytes: Effect of oxidative stress. Gerontology, 45(2), 79–82. https://doi.org/10.1159/000022067
  • Hansen, B. H., Anderssen, S. A., Andersen, L. B., Hildebrand, M., Kolle, E., Steene-Johannessen, J., Kriemler, S., Page, A. S., Puder, J. J., Reilly, J. J., Sardinha, L. B., van Sluijs, E. M. F., Wedderkopp, N., Ekelund, U., & International Children’s Accelerometry Database (ICAD) Collaborators (2018). Cross-sectional associations of reallocating time between sedentary and active behaviours on cardiometabolic risk factors in young people: An International Children's Accelerometry Database (ICAD) analysis. Sports Medicine, 48(10), 2401–2412. https://doi.org/10.1007/s40279-018-0909-1
  • Hawley, J. A. (2004). Exercise as a therapeutic intervention for the prevention and treatment of insulin resistance. Diabetes/Metabolism Research and Reviews, 20(5), 383–393. https://doi.org/10.1002/dmrr.505
  • Howard, B., Winkler, E. A., Sethi, P., Carson, V., Ridgers, N. D., Salmon, J. O., Healy, G. N., Owen, N., & Dunstan, D. W. (2015). Associations of low- and high-intensity light activity with cardiometabolic biomarkers. Medicine & Science in Sports & Exercise, 47(10), 2093–2101. https://doi.org/10.1249/MSS.0000000000000631
  • Janus, A., Szahidewicz-Krupska, E., Mazur, G., & Doroszko, A. (2016). Insulin resistance and endothelial dysfunction constitute a common therapeutic target in cardiometabolic disorders. Mediators of Inflammation, 2016, 3634948. https://doi.org/10.1155/2016/3634948
  • Knaeps, S., Bourgois, J. G., Charlier, R., Mertens, E., Lefevre, J., & Wijndaele, K. (2018). Ten-year change in sedentary behaviour, moderate-to-vigorous physical activity, cardiorespiratory fitness and cardiometabolic risk: Independent associations and mediation analysis. British Journal of Sports Medicine, 52(16), 1063–1068. https://doi.org/10.1136/bjsports-2016-096083
  • Knowlton, A. A., & Lee, A. R. (2012). Estrogen and the cardiovascular system. Pharmacology & Therapeutics, 135(1), 54–70. https://doi.org/10.1016/j.pharmthera.2012.03.007
  • Lavie, C. J., Ozemek, C., Carbone, S., Katzmarzyk, P. T., & Blair, S. N. (2019). Sedentary behavior, exercise, and cardiovascular health. Circulation Research, 124(5), 799–815. https://doi.org/10.1161/CIRCRESAHA.118.312669
  • Lind, L., Zethelius, B., & Byberg, L. (2022). Self-reported physical activity and different cardiovascular diseases-results from updated measurements over 40 years. PloS One, 17(6), e0269402. https://doi.org/10.1371/journal.pone.0269402
  • Loprinzi, P. D. (2016). Effects of light-intensity physical activity on red blood cell distribution width: Implications for a novel mechanism through which light-intensity physical activity may influence cardiovascular disease. International Journal of Cardiology, 203, 724–725. https://doi.org/10.1016/j.ijcard.2015.11.058
  • Matricciani, L., Dumuid, D., Paquet, C., Fraysse, F., Wang, Y., Baur, L. A., Juonala, M., Ranganathan, S., Lycett, K., Kerr, J. A., Burgner, D., Wake, M., & Olds, T. (2021). Sleep and cardiometabolic health in children and adults: Examining sleep as a component of the 24-hour day. Sleep Medicine, 78, 63–74. https://doi.org/10.1016/j.sleep.2020.12.001
  • Maylor, B. D., Zakrzewski-Fruer, J. K., Stensel, D. J., Orton, C. J., & Bailey, D. P. (2019). Effects of frequency and duration of interrupting sitting on cardiometabolic risk markers. International Journal of Sports Medicine, 40(13), 818–824. https://doi.org/10.1055/a-0997-6650
  • Mitáš, J., Cerin, E., Reis, R. S., Conway, T. L., Cain, K. L., Adams, M. A., Schofield, G., Sarmiento, O. L., Christiansen, L. B., Davey, R., Salvo, D., Orzanco-Garralda, R., Macfarlane, D., Hino, A. A. F., De Bourdeaudhuij, I., Owen, N., Van Dyck, D., & Sallis, J. F. (2019). Do associations of sex, age and education with transport and leisure-time physical activity differ across 17 cities in 12 countries? International Journal of Behavioral Nutrition and Physical Activity, 16(1), 121. https://doi.org/10.1186/s12966-019-0894-2
  • Montero, D., Houben, A. J., Koster, A., Muris, D. M., Schram, M. T., Gronenschild, E. H., Sep, S. J., Henry, R. M., van der Kallen, C. J., Schaper, N. C., Dagnelie, P. C., van Geel, T. A., Kremers, S. P., Savelberg, H. H., & Stehouwer, C. D. (2016). Physical activity is associated with glucose tolerance independent of microvascular function: The Maastricht study. The Journal of Clinical Endocrinology and Metabolism, 101(9), 3324–3332. https://doi.org/10.1210/jc.2016-1526
  • Mozaffarian, D., Benjamin, E. J., Go, A. S., Arnett, D. K., Blaha, M. J., Cushman, M., Das, S. R., de Ferranti, S., Després, J. P., Fullerton, H. J., Howard, V. J., Huffman, M. D., Isasi, C. R., Jiménez, M. C., Judd, S. E., Kissela, B. M., Lichtman, J. H., Lisabeth, L. D., Liu, S., … (2016). Heart disease and stroke statistics-2016 update: A report from the American heart association. Circulation, 133(4), e38–360.
  • Ormazabal, V., Nair, S., Elfeky, O., Aguayo, C., Salomon, C., & Zuñiga, F. A. (2018). Association between insulin resistance and the development of cardiovascular disease. Cardiovascular Diabetology, 17(1), 122. https://doi.org/10.1186/s12933-018-0762-4
  • Physical Activity Guidelines Advisory Committee. (2018). Physical activity guidelines advisory committee scientific report. US Department of Health and Human Services.
  • Powell, C., Browne, L. D., Carson, B. P., Dowd, K. P., Perry, I. J., Kearney, P. M., Harrington, J. M., & Donnelly, A. E. (2020). Use of compositional data analysis to show estimated changes in cardiometabolic health by reallocating time to light-intensity physical activity in older adults. Sports Medicine, 50(1), 205–217. https://doi.org/10.1007/s40279-019-01153-2
  • Prince, S. A., Adamo, K. B., Hamel, M. E., Hardt, J., Connor Gorber, S., & Tremblay, M. (2008). A comparison of direct versus self-report measures for assessing physical activity in adults: A systematic review. International Journal of Behavioral Nutrition and Physical Activity, 5(1), 56. https://doi.org/10.1186/1479-5868-5-56
  • Semba, R. D., Patel, K. V., Ferrucci, L., Sun, K., Roy, C. N., Guralnik, J. M., & Fried, L. P. (2010). Serum antioxidants and inflammation predict red cell distribution width in older women: The women's health and aging study i. Clinical Nutrition, 29(5), 600–604. https://doi.org/10.1016/j.clnu.2010.03.001
  • Troiano, R. P., Berrigan, D., Dodd, K. W., Mâsse, L. C., Tilert, T., & McDowell, M. (2008). Physical activity in the United States measured by accelerometer. Medicine & Science in Sports & Exercise, 40(1), 181–188. https://doi.org/10.1249/mss.0b013e31815a51b3
  • Vasan, R. S. (2006). Biomarkers of cardiovascular disease: Molecular basis and practical considerations. Circulation, 113(19), 2335–2362. https://doi.org/10.1161/CIRCULATIONAHA.104.482570
  • von Rosen, P., Dohrn, I. M., & Hagströmer, M. (2020). Association between physical activity and all-cause mortality: A 15-year follow-up using a compositional data analysis. Scandinavian Journal of Medicine & Science in Sports, 30(1), 100–107. https://doi.org/10.1111/sms.13561
  • Willis, E. A., Shearer, J. J., Matthews, C. E., & Hofmann, J. N. (2018). Association of physical activity and sedentary time with blood cell counts: National health and nutrition survey 2003–2006. PLoS One, 13(9), e0204277. https://doi.org/10.1371/journal.pone.0204277
  • Yu, H. P., & Chaudry, I. H. (2009). The role of estrogen and receptor agonists in maintaining organ function after trauma-hemorrhage. Shock, 31(3), 227–237. https://doi.org/10.1097/SHK.0b013e31818347e7

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.