Objectively Measured Physical Activity Is Associated with Vertebral Size in Midlife
Abstract
Background: Vertebral fractures reduce the quality of life and are a major burden to the health care sector. Small vertebral size is associated with increased vertebral fracture risk. Previous studies have investigated the relationship between physical activity (PA) and vertebral size, but their results seem somewhat contradictory. In this population-based birth cohort study, we aimed to evaluate the relationship between objectively measured PA and vertebral size. Methods: The study population consisted of 1202 cohort participants who underwent PA and vertebral size measurements at the age of 46 to 48 yr. Moderate-to-vigorous PA (MVPA, ≥3.5 METs) was measured by a wrist-worn accelerometer (Polar Active; Polar Electro, Finland) for 14 d. The vertebral axial cross-sectional area (CSA) of the L4 vertebra was measured and calculated from lumbar magnetic resonance imaging scans at 46 to 48 yr. We analyzed the association between the daily amount of MVPA (min·d −1 ) and vertebral CSA using multivariable linear regression analysis. Results: The daily amount of MVPA was significantly and positively associated with CSA in both sexes. For every minute per day of MVPA, men had 0.71 mm 2 (95% confidence interval, 0.36–1.06) and women 0.90 mm 2 (95% confidence interval, 0.58–1.21) larger CSA. Conclusions: Physical activity of at least moderate intensity is positively associated with vertebral size and may thus prevent future vertebral fractures.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The included studies emphasized the growing wearable use, which is also reflected in commercially available devices.
“The included studies also emphasized the growing wearable use [147,195,197], which is also reflected in commercially available devices [38-40].”
From The impact of wearable technologies in health research: scoping review (2022) · cites this paper as [147]
Cites
Compendium of physical activities: an update of activity codes and MET intensities
AINSWORTH, B. E., HASKELL, W. L., WHITT, M. C., IRWIN, M. L., SWARTZ, A. M., STRATH, S. J., O???BRIEN, W. L., BASSETT, D. R., SCHMITZ, K. H., EMPLAINCOURT, P. O., et al. (2000) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200009001-00009 · Cited by 8,497 · see citing works
Osteoporosis: now and the future
Rachner, T. D., Khosla, S., & Hofbauer, L. C. (2011) · The Lancet · doi:10.1016/s0140-6736(10)62349-5 · Cited by 2,696 · see citing works
Bone Quality — The Material and Structural Basis of Bone Strength and Fragility
Seeman, E., & Delmas, P. D. (2006) · New England Journal of Medicine · doi:10.1056/nejmra053077 · Cited by 2,108 · see citing works
Weaver, C. M., Gordon, C. M., Janz, K. F., Kalkwarf, H. J., Lappe, J. M., Lewis, R., O’Karma, M., Wallace, T. C., & Zemel, B. S. (2016) · Osteoporosis International · doi:10.1007/s00198-015-3440-3 · Cited by 1,378 · see citing works
Sambrook, P. N., & Cooper, C. C. (2006) · The Lancet · doi:10.1016/s0140-6736(06)68891-0 · Cited by 1,183 · see citing works
Evolution of accelerometer methods for physical activity research
Troiano, R. P., McClain, J. J., Brychta, R. J., & Chen, K. Y. (2014) · British Journal of Sports Medicine · doi:10.1136/bjsports-2014-093546 · Cited by 968 · see citing works
Comparison of Self-reported versus Accelerometer-Measured Physical Activity
Dyrstad, S. M., Hansen, B. H., Holme, I., & Anderssen, S. A. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182a0595f · Cited by 748 · see citing works
Using Accelerometers in Youth Physical Activity Studies: A Review of Methods
Cain, K. L., Sallis, J. F., Conway, T. L., Dyck, D. V., & Calhoon, L. (2013) · Journal of Physical Activity and Health · doi:10.1123/jpah.10.3.437 · Cited by 716 · see citing works
Nikander, R., Sievänen, H., Heinonen, A., Daly, R. M., Uusi-Rasi, K., & Kannus, P. (2010) · BMC Medicine · doi:10.1186/1741-7015-8-47 · Cited by 479 · see citing works
Wallace, B. A., & Cumming, R. G. (2000) · Calcified Tissue International · doi:10.1007/s00223001089 · Cited by 433 · see citing works
The longitudinal study of the Northern Finland birth cohort of 1966
Rantakallio, P. T. (1988) · Paediatric and Perinatal Epidemiology · doi:10.1111/j.1365-3016.1988.tb00180.x · Cited by 373 · see citing works
Tudor-Locke, C. E., Camhi, S. M., & Troiano, R. P. (2012) · Preventing Chronic Disease · doi:10.5888/pcd9.110332 · Cited by 319 · see citing works
Slootmaker, S. M., Schuit, A. J., Chinapaw, M. J., Seidell, J. C., & van Mechelen, W. (2009) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-6-17 · Cited by 306 · see citing works
Prediction of the Compressive Strength of Human Lumbar Vertebrae
Brinckmann, P., Biggemann, M., & Hilweg, D. (1989) · Spine · doi:10.1097/00007632-198906000-00012 · Cited by 283 · see citing works
Physical Activity in Childhood May Be the Key to Optimizing Lifespan Skeletal Health
Gunter, K. B., Almstedt, H. C., & Janz, K. F. (2012) · Exercise and Sport Sciences Reviews · doi:10.1097/jes.0b013e318236e5ee · Cited by 270 · see citing works
Duan, Y., Turner, C. H., Kim, B.-T., & Seeman, E. (2001) · Journal of Bone and Mineral Research · doi:10.1359/jbmr.2001.16.12.2267 · Cited by 204 · see citing works
Bone geometry and skeletal fragility
Bouxsein, M. L., & Karasik, D. (2006) · Current Osteoporosis Reports · doi:10.1007/s11914-006-0002-9 · Cited by 165 · see citing works
Hamilton, C. J., Swan, V. J. D., & Jamal, S. A. (2009) · Osteoporosis International · doi:10.1007/s00198-009-0967-1 · Cited by 159 · see citing works
Age- and Gender-Related Differences in Vertebral Bone Mass, Density, and Strength
Ebbesen, E. N., Thomsen, J. S., Beck‐Nielsen, H., Nepper-Rasmussen, H. J., & Mosekilde, L. (1999) · Journal of Bone and Mineral Research · doi:10.1359/jbmr.1999.14.8.1394 · Cited by 136 · see citing works
Bielemann, R. M., Martínez-Mesa, J., & Gigante, D. P. (2013) · BMC Musculoskeletal Disorders · doi:10.1186/1471-2474-14-77 · Cited by 136 · see citing works
Langsetmo, L., Hitchcock, C. L., Kingwell, E., Davison, K. S., Berger, C., Forsmo, S., Zhou, W. Z., Kreiger, N., & Prior, J. C. (2011) · Bone · doi:10.1016/j.bone.2011.11.009 · Cited by 128 · see citing works
Polidoulis, I., Beyene, J., & Cheung, A. M. (2011) · Osteoporosis International · doi:10.1007/s00198-011-1734-7 · Cited by 121 · see citing works
Stability of the human spine in neutral postures
Kiefer, A., Parnianpour, M., & Shirazi-Adl, A. (1997) · European Spine Journal · doi:10.1007/bf01676574 · Cited by 121 · see citing works
Diagnostic value of estimated volumetric bone mineral density of the lumbar spine in osteoporosis
Peel, N. F. A., & Eastell, R. (1994) · Journal of Bone and Mineral Research · doi:10.1002/jbmr.5650090305 · Cited by 99 · see citing works
Husu, P., Suni, J. H., Vähä‐Ypyä, H., Sievänen, H. T., Tokola, K., Valkeinen, H., Mäki-Opas, T. E., & Vasankari, T. J. (2016) · BMC Public Health · doi:10.1186/s12889-016-3591-y · Cited by 95 · see citing works
Ruyssen‐Witrand, A., Gossec, L., Kolta, S., Dougados, M., & Roux, C. (2007) · Osteoporosis International · doi:10.1007/s00198-007-0356-6 · Cited by 87 · see citing works
Jauho, A.-M., Pyky, R., Ahola, R., Kangas, M., Virtanen, P., Korpelainen, R., & Jämsä, T. (2015) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2015.07.005 · Cited by 84 · see citing works
Self-citationA Feasibility Study of Wearable Activity Monitors for Pre-Adolescent School-Age Children
Schaefer, S. E., Loan, M. V., & German, J. B. (2014) · Preventing Chronic Disease · doi:10.5888/pcd11.130262 · Cited by 81 · see citing works
Johansson, J., Nordström, A., & Nordström, P. (2015) · Bone · doi:10.1016/j.bone.2015.07.001 · Cited by 80 · see citing works
Exercise for optimising peak bone mass in women
Bailey, C. A., & Brooke-Wavell, K. S. F. (2008) · Proceedings of The Nutrition Society · doi:10.1017/s0029665108005971 · Cited by 79 · see citing works
Predictors of discordance in self-report versus device-measured physical activity measurement
Gorzelitz, J., Peppard, P. E., Malecki, K., Gennuso, K., Nieto, F. J., & Cadmus-Bertram, L. (2018) · Annals of Epidemiology · doi:10.1016/j.annepidem.2018.03.016 · Cited by 57 · see citing works
Polar Activity Watch 200: a new device to accurately assess energy expenditure
Brugniaux, J. V., Niva, A., Pulkkinen, I., Laukkanen, R. M. T., Richalet, J., & Pichon, A. (2008) · British Journal of Sports Medicine · doi:10.1136/bjsm.2007.045575 · Cited by 54 · see citing works
Wrist-worn accelerometers in assessment of energy expenditure during intensive training
Kinnunen, H., Tanskanen, M., Kyröläinen, H., & Westerterp, K. R. (2012) · Physiological Measurement · doi:10.1088/0967-3334/33/11/1841 · Cited by 53 · see citing works
Oura, P., Paananen, M., Niinimäki, J. L., Tammelin, T., Herrala, S., AUVINEN, J. P., Korpelainen, R., Junno, J., & Karppinen, J. I. (2016) · Scientific Reports · doi:10.1038/srep27844 · Cited by 46 · see citing works
Self-citationNilsson, M., Sundh, D., Mellström, D., & Lorentzon, M. (2016) · Journal of Bone and Mineral Research · doi:10.1002/jbmr.3006 · Cited by 37 · see citing works
Use of Accelerometry to Classify Activity Beneficial to Bone in Premenopausal Women
Stiles, V. H., Griew, P., & Rowlands, A. V. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31829ba765 · Cited by 36 · see citing works
Yeh, M., Liao, R., Hsu, C.-C., Chung, Y.-C., & Lin, J. (2017) · Applied Nursing Research · doi:10.1016/j.apnr.2017.12.011 · Cited by 26 · see citing works
Bone Mineral Density across a Range of Physical Activity Volumes: NHANES 2007–2010
Whitfield, G. P., Kohrt, W. M., Gabriel, K. P., Rahbar, M. H., & Kohl, H. W. (2014) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000400 · Cited by 22 · see citing works
Oura, P., Paananen, M., Niinimäki, J. L., Tammelin, T., AUVINEN, J. P., Korpelainen, R., Karppinen, J. I., & Junno, J. (2017) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-017-1794-8 · Cited by 15 · see citing works
Self-citationTolonen, S., Sievänen, H. T., Mikkilä, V., Telama, R., Oikonen, M., Laaksonen, M., Viikari, J. S. A., Kähönen, M. A. P., & Raitakari, O. T. (2015) · Bone · doi:10.1016/j.bone.2015.02.012 · Cited by 14 · see citing works
Influence of physical activity on vertebral strength during late adolescence
Junno, J., Paananen, M., Karppinen, J. I., Tammelin, T., Niinimäki, J. L., Lammentausta, E., Niskanen, M., Nieminen, M. T., Järvelin, M., Takatalo, J., et al. (2013) · The Spine Journal · doi:10.1016/j.spinee.2012.11.049 · Cited by 10 · see citing works
Self-citationHigher step count is associated with greater bone mass and strength in women but not in men
Tolonen, S., Sievänen, H. T., Hirvensalo, M. H., Laaksonen, M. M. L., Mikkilä, V., Pälve, K. S., Lehtimäki, T. J., Raitakari, O. T., & Kähönen, M. A. P. (2018) · Archives of Osteoporosis · doi:10.1007/s11657-018-0425-9 · Cited by 7 · see citing works
Fitness and bone density in women: the role of age, weight, calcium, vitamin D, and menopause.
Hansen, B. M., & Tucker, L. A. (2016) · PubMed · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The impact of wearable technologies in health research: scoping review
Huhn, S., Axt, M., Gunga, H.-C., Maggioni, M. A., Munga, S., Obor, D., Sié, A., Boudo, V., Bunker, A., Sauerborn, R., et al. (2022) · JMIR mHealth and uHealth · doi:10.2196/34384 · Cited by 379 · see citing works
Chan, A., Chan, D., Lee, H., Ng, C. C., & Yeo, A. H. L. (2022) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2022.104696 · Cited by 120 · see citing works
Oura, P., Korpinen, N., Machnicki, A. L., & Junno, J. (2023) · Forensic Science Medicine and Pathology · doi:10.1007/s12024-023-00586-6 · Cited by 10 · see citing works
Self-citationAssociation Between Vertebral Dimensions and Lumbar Modic Changes
Julin, M. M., Saukkonen, J., Oura, P., Junno, J., Niemelä, M., Määttä, J. H., Niinimäki, J. L., Jämsä, T. J., Korpelainen, R., & Karppinen, J. I. (2020) · Spine · doi:10.1097/brs.0000000000003797 · Cited by 5 · see citing works
Self-citationJunno, J., Keisu, A., Niemelä, M., Julin, M. M., Korpelainen, R., Jämsä, T. J., Niinimäki, J. L., Lehenkari, P. P., & Oura, P. (2022) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-022-05475-7 · Cited by 3 · see citing works
Self-citationAutio, E., Oura, P., Karppinen, J. I., Paananen, M., Junno, J., & Niinimäki, J. L. (2021) · Bone Reports · doi:10.1016/j.bonr.2021.101060 · Cited by 2 · see citing works
Self-citationOura, P., Junno, J., Autio, E., Karppinen, J. I., & Niinimäki, J. L. (2020) · Bone · doi:10.1016/j.bone.2020.115506 · Cited by 2 · see citing works
Self-citationImpact of physical activity on incidence of osteoporotic fractures - a review
Oszczędłowski, P., Niewęgłowski, K., Madoń, B., Nowaczek, J., & Giermasiński, A. (2021) · Journal of Education, Health and Sport · doi:10.12775/jehs.2021.11.09.025 · Cited by 1 · see citing works
Junno, J.-A., Keisu, A., Niemelä, M., Modarress Julin, M., Korpelainen, R., Jämsä, T. J., Niinimäki, J. L., Lehenkari, P. P., & Oura, P. (2022) · Figshare · doi:10.6084/m9.figshare.19947717
Self-citation
- Authors
- MODARRESS-SADEGHI, M., OURA, P., JUNNO, J.-A., NIEMELÄ, M., NIINIMÄKI, J., JÄMSÄ, T., KORPELAINEN, R., & KARPPINEN, J.
- Affiliations
- Oulu University Hospital (FI)
- University of Oulu (FI)
- ORCID
- Venue
- Medicine & Science in Sports & Exercise
- Published
- 2019-02-26
- Volume
- 51
- Issue
- 8
- Pages
- 1606-1612
- ISSN
- 0195-9131 (ISSN-L)
- 1530-0315
- OpenAlex
- W2918237918
- Cited by
- 9
- References
- 43
- Citations by year
- 2023: 1 · 2022: 4 · 2021: 2 · 2020: 2
- FWCI
- 2.12
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Medicine & Science in Sports & Exercise (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Bone health and osteoporosis research
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Surgery › Spinal Fractures and Fixation Techniques
- Keywords
- physical activity, vertebral fractures, moderate-to-vigorous physical activity, cross-sectional area, L4 vertebra, midlife, accelerometer-measured activity, fracture prevention
- MeSH terms
- Fitness Trackers, Female, Humans, Lumbar Vertebrae, Magnetic Resonance Imaging, Male, Middle Aged, Prospective Studies, Exercise, Bone Density, Spinal Fractures, Osteoporotic Fractures, Accelerometry
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review