Association between device-measured physical activity and incident heart failure: A prospective cohort study of 94,739 UK Biobank participants
Open accessAbstract
BACKGROUND: Studies of objectively measured physical activity (PA) have investigated acute cardiovascular outcomes but not heart failure (HF), an emerging chronic condition. This study aimed to investigate the dose-response relationship between device-measured PA and HF by intensity of PA. METHODS: This was a prospective cohort study of 94 739 UK Biobank participants who had device-measured PA in 2013 to 2015 and were free from myocardial infarction and HF. PA was measured with a wrist-worn accelerometer, and time spent on light-, moderate-, and vigorous-intensity PA was extracted. Incident HF was ascertained from linked hospital and death records. Cox proportional hazard models with cubic penalized splines were used to study the associations, which were adjusted for sociodemographic and lifestyle factors. Competing risk was handled with cause-specific hazard ratios. RESULTS: The overall incidence of HF was 98.5 per 10 000 person-years over a median 6.1 years of follow-up. Compared with participants who undertook no moderate- to vigorous-intensity PA, those who performed 150 to 300 min/wk of moderate-intensity PA (hazard ratio, 0.37 [95% CI, 0.34-0.41]) and 75 to 150 min/wk of vigorous-intensity PA (hazard ratio, 0.34 [95% CI, 0.25-0.46]) were at lower HF risk. The association between vigorous-intensity PA and HF was reverse-J shaped with a potentially lower risk reduction above 150 min/wk. CONCLUSIONS: Device-measured PA, especially moderate-intensity PA, was associated with a lower risk of HF. Current vigorous-intensity PA recommendations should be encouraged but not increased. In contrast, increasing moderate-intensity PA may be beneficial even among those meeting current recommendations.
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Physical activity could alleviate risks of diabetic vascular events by improving obesity, hyperglycemia, and hyperlipidemia.
“PA could alleviate the risks of developing vascular events associated with diabetes and prediabetes by improving the established vascular risk factors, including obesity, hyperglycemia, and hyperlipidemia.43,46”
From Accelerometer-measured physical activity, sedentary behavior, and incidence of macrovascular and microvascular events in individuals with type 2 diabetes mellitus and prediabetes (2025) · cites this paper as [43]
The “Comparison With Other Studies” section (page unavailable in our copy) proposes adiposity and changes in lipoproteins as possible links between physical activity and lower cardiovascular or heart-failure risk. It does not establish improved hyperglycemia or a reduced risk of vascular events specifically associated with diabetes or prediabetes; the study’s measured outcome was incident heart failure. (LLM, conf=0.86)
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Cites
Sudlow, C., Gallacher, J., Allen, N., Beral, V., Burton, P., Danesh, J., Downey, P., Elliott, P., Green, J., Landray, M., et al. (2015) · PLOS Medicine · doi:10.1371/journal.pmed.1001779 · Cited by 12,728 · see citing works
Self-citationKyu, H. H., Abate, D., Abate, K. H., Abay, S. M., Abbafati, C., Abbasi, N., Abbastabar, H., Abd-Allah, F., Abdela, J., Abdelalim, A., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)32335-3 · Cited by 4,112 · see citing works
Ekelund, U., Tarp, J., Steene-Johannessen, J., Hansen, B. H., Jefferis, B., Fagerland, M. W., Whincup, P., Diaz, K. M., Hooker, S. P., Chernofsky, A., et al. (2019) · BMJ · doi:10.1136/bmj.l4570 · Cited by 1,769 · see citing works
Lear, S. A., Hu, W., Rangarajan, S., Gasevic, D., Leong, D., Iqbal, R., Casanova, A., Swaminathan, S., Anjana, R. M., Kumar, R., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(17)31634-3 · Cited by 1,331 · see citing works
Doherty, A., Jackson, D., Hammerla, N., Plötz, T., Olivier, P., Granat, M. H., White, T., van Hees, V. T., Trenell, M. I., Owen, C. G., et al. (2017) · PLOS ONE · doi:10.1371/journal.pone.0169649 · Cited by 1,250 · see citing works
Ekkekakis, P., Parfitt, G., & Petruzzello, S. J. (2011) · Sports Medicine · doi:10.2165/11590680-000000000-00000 · Cited by 1,215 · see citing works
What makes UK Biobank special?
Collins, R. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60404-8 · Cited by 1,128 · see citing works
Physical Activity and Reduced Risk of Cardiovascular Events: Potential Mediating Mechanisms
Mora, S., Cook, N., Buring, J. E., Ridker, P. M., & Lee, I.-M. (2007) · Circulation · doi:10.1161/circulationaha.107.729939 · Cited by 1,000 · see citing works
Wahid, A., Manek, N., Nichols, M., Kelly, P., Foster, C., Webster, P., Kaur, A., Friedemann Smith, C., Wilkins, E., Rayner, M., et al. (2016) · Journal of the American Heart Association · doi:10.1161/jaha.115.002495 · Cited by 715 · see citing works
Health and deprivation. Inequality and the North
Mackenbach, J. P. (1988) · Health Policy · doi:10.1016/0168-8510(88)90006-1 · Cited by 672 · see citing works
Batty, G. D., Gale, C. R., Kivimäki, M., Deary, I. J., & Bell, S. (2020) · BMJ · doi:10.1136/bmj.m131 · Cited by 635 · see citing works
Kohut, M. L., McCann, D. A., Russell, D. W., Konopka, D. N., Cunnick, J. E., Franke, W. D., Castillo, M. C., Reighard, A. E., & Vanderah, E. (2006) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2005.12.002 · Cited by 436 · see citing works
Palmer, L. J. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60924-6 · Cited by 377 · see citing works
Biddle, S. J. H., & Batterham, A. M. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0254-9 · Cited by 355 · see citing works
Wearable-device-measured physical activity and future health risk
Strain, T., Wijndaele, K., Dempsey, P. C., Sharp, S. J., Pearce, M., Jeon, J., Lindsay, T., Wareham, N., & Brage, S. (2020) · Nature Medicine · doi:10.1038/s41591-020-1012-3 · Cited by 355 · see citing works
Ethnic Differences in Left Ventricular Remodeling in Highly-Trained Athletes
Basavarajaiah, S., Boraita, A., Whyte, G., Wilson, M., Carby, L., Shah, A., & Sharma, S. (2008) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2007.12.061 · Cited by 333 · see citing works
Effects of yoga on cardiovascular disease risk factors: A systematic review and meta-analysis
Cramer, H., Lauche, R., Haller, H., Steckhan, N., Michalsen, A., & Dobos, G. (2014) · International Journal of Cardiology · doi:10.1016/j.ijcard.2014.02.017 · Cited by 310 · see citing works
Murtagh, E., Nichols, L., Mohammed, M. A., HOLDER, R. L., Nevill, A. M., & MURPHY, M. H. (2015) · Preventive Medicine · doi:10.1016/j.ypmed.2014.12.041 · Cited by 259 · see citing works
Chu, P., Gotink, R. A., Yeh, G. Y., Goldie, S. J., & Hunink, M. G. M. (2014) · European Journal of Preventive Cardiology · doi:10.1177/2047487314562741 · Cited by 256 · see citing works
Raymond, M. J., Bramley-Tzerefos, R. E., Jeffs, K. J., Winter, A., & Holland, A. E. (2013) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2013.02.022 · Cited by 202 · see citing works
Ramakrishnan, R., Doherty, A., Smith-Byrne, K., Rahimi, K., Bennett, D., Woodward, M., Walmsley, R., & Dwyer, T. (2021) · PLOS Medicine · doi:10.1371/journal.pmed.1003487 · Cited by 183 · see citing works
Targeting inflammation to reduce cardiovascular disease risk: A realistic clinical prospect?
Welsh, P., Grassia, G., Botha, S., Sattar, N., & Maffia, P. (2017) · British Journal of Pharmacology · doi:10.1111/bph.13818 · Cited by 164 · see citing works
Self-citationWhite, T., Westgate, K. L., Hollidge, S. E., Venables, M., Olivier, P. L., Wareham, N. J., & Brage, S. (2019) · International Journal of Obesity · doi:10.1038/s41366-019-0352-x · Cited by 158 · see citing works
Strain, T., Brage, S., Sharp, S. J., Richards, J. A., Tainio, M., Ding, D., Bénichou, J., & Kelly, P. (2020) · The Lancet Global Health · doi:10.1016/s2214-109x(20)30211-4 · Cited by 145 · see citing works
Govindarajulu, U. S., Malloy, E. J., Ganguli, B., Spiegelman, D. L., & Eisen, E. A. (2009) · The International Journal of Biostatistics · doi:10.2202/1557-4679.1104 · Cited by 140 · see citing works
Balducci, S., Zanuso, S., Cardelli, P., Salvi, L., Bazuro, A., Pugliese, L., Maccora, C., Iacobini, C., Conti, F. G., Nicolucci, A., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0049297 · Cited by 123 · see citing works
Accelerometer-derived physical activity and risk of atrial fibrillation
Khurshid, S. S., Weng, L.-C. C., Al‐Alusi, M. A., Halford, J. L., Haimovich, J. S., Benjamin, E. J., Trinquart, L., Ellinor, P. T., McManus, D. D., & Lubitz, S. A. (2021) · European Heart Journal · doi:10.1093/eurheartj/ehab250 · Cited by 98 · see citing works
Gotsman, I., Stabholz, A., Planer, D., Pugatsch, T., Lapidus, L., Novikov, Y., Masrawa, S., Soskolne, A. W., & Lotan, C. (2008) · PubMed · Cited by 83 · see citing works
Ballin, M., Nordström, P., Niklasson, J., & Nordström, A. (2020) · Sports Medicine · doi:10.1007/s40279-020-01356-y · Cited by 80 · see citing works
Schultz, R. L., Swallow, J. G., Waters, R. P., Kuzman, J. A., Redetzke, R. A., Said, S., de Escobar, G. M., & Gerdes, A. M. (2007) · Hypertension · doi:10.1161/hypertensionaha.106.086371 · Cited by 68 · see citing works
Shield, K. D., Parkin, D. M., Whiteman, D. C., Rehm, J. T., Viallon, V., Micallef, C. M., Vineis, P., Rushton, L., Bray, F., & Soerjomataram, I. (2016) · Current Epidemiology Reports · doi:10.1007/s40471-016-0085-5 · Cited by 65 · see citing works
Jefferis, B. J., Parsons, T. J., Sartini, C., Ash, S., Lennon, L. T., Papacosta, O., Morris, R. W., Wannamethee, S. G., Lee, I.-M., & Whincup, P. H. (2019) · International Journal of Cardiology · doi:10.1016/j.ijcard.2018.12.024 · Cited by 65 · see citing works
Keating, C. J., MONTILLA, J. A. P., Román, P. Á. L., & del Castillo, R. M. (2020) · Journal of Aging and Physical Activity · doi:10.1123/japa.2019-0111 · Cited by 50 · see citing works
Association between physical activity and stroke in a middle-aged and elderly Chinese population
Yu, L., Liang, Q., Zhou, W., Huang, X. B., Hu, L., You, C., Li, J., Wu, Y., Li, P., Wu, Q., et al. (2018) · Medicine · doi:10.1097/md.0000000000013568 · Cited by 29 · see citing works
Åberg, N. D., Adiels, M., Lindgren, M., Nyberg, J., Kuhn, H. G., Robertson, J., Schaufelberger, M., Sattar, N. A., Åberg, M., & Rosengren, A. (2021) · Journal of Internal Medicine · doi:10.1111/joim.13285 · Cited by 17 · see citing works
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Dhingra, L. S., Aminorroaya, A., Pedroso, A. F., Khunte, A., Sangha, V., McIntyre, D., Chow, C. K., Asselbergs, F. W., Brant, L. C. C., Barreto, S. M., et al. (2025) · JAMA Cardiology · doi:10.1001/jamacardio.2025.0492 · Cited by 65 · see citing works
Accelerometer-derived physical activity and mortality in individuals with type 2 diabetes
Cao, Z., Min, J., Chen, H., Hou, Y., Yang, H., Si, K., & Xu, C. (2024) · Nature Communications · doi:10.1038/s41467-024-49542-0 · Cited by 37 · see citing works
Liang, Y. Y., He, Y., Huang, P., Feng, H., Li, H., Ai, S., Du, J., Xue, H., Liu, Y., Zhang, J., et al. (2025) · Journal of Sport and Health Science · doi:10.1016/j.jshs.2024.100973 · Cited by 23 · see citing works
- Authors
- Ho, F. K., Zhou, Z., Petermann-Rocha, F., Para-Soto, S., Boonpor, J., Welsh, P., Gill, J. M. R., Gray, S. R., Sattar, N., Pell, J. P., & Celis-Morales, C.
- Affiliations
- University of Glasgow (GB)
- Institute of Health and Wellbeing (F.K.H., Z.Z., F.P.-R., S.P.-S., J.P.P.), University of Glasgow, United Kingdom.
- Catholic University of the Maule (CL)
- Corresponding author
- Celis-Morales, Carlos
- ORCID
- Venue
- Circulation
- Published
- 2022-09-20
- Volume
- 146
- Issue
- 12
- Pages
- 883-891
- ISSN
- 0009-7322 (ISSN-L)
- 1524-4539
- OpenAlex
- W4293441075
- Cited by
- 76
- References
- 35
- Citations by year
- 2026: 22 · 2025: 26 · 2024: 17 · 2023: 10 · 2022: 1
- FWCI
- 8.40
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- other-oa
- Locations
- Circulation (publishedVersion, other-oa)
- PubMed (publishedVersion)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (acceptedVersion, cc-by-sa)
- Funders
- Wellcome Trust
- National Institute for Health and Care Research
- Medical Research Council (MC_PC_17228)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Effects of Exercise
- Keywords
- heart failure, physical activity, moderate physical activity, high-intensity exercise, accelerometer-measured activity, incident heart failure, dose-response relationship, physical activity guidelines, UK Biobank
- MeSH terms
- United Kingdom, Heart Failure, Humans, Prospective Studies, Risk Factors, Exercise, Biological Specimen Banks
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