‘Fat but powerful’ paradox: association of muscle power and adiposity markers with all-cause mortality in older adults from the EXERNET multicentre study
Open accessPublished version of a preprint
Abstract
Objectives: To assess the influence of muscle power and adiposity on all-cause mortality risk and to evaluate the ‘fat but powerful’ (F+P) (or ‘fat but fit’) paradox in older adults. Methods: A total of 2563 older adults (65‒91 years old) from the EXERNET multicentre study were included. Adiposity (body mass index (BMI), waist circumference, body fat percentage (BF%) and fat index), allometric and relative power (sit-to-stand muscle power test) and various covariates (age, sex, hypertension, smoking status and walking and sitting times per day) were registered at baseline. All-cause mortality was recorded during a median follow-up of 8.9 years. Participants were classified into four groups: lean and powerful (L+P), F+P, lean but weak and fat and weak (F+W). Cox proportional hazard regression models and adjusted HRs were calculated. Results: According to BMI and waist circumference, all-cause mortality risk was reduced in the F+P (HR=0.55 and 0.63, p=0.044 and 0.049, respectively) and L+P (HR=0.57 and 0.58, p=0.043 and 0.025, respectively) groups. According to BF%, all-cause mortality decreased in the L+P group (HR=0.53; p=0.021), and a trend for a reduction was reported in the F+P group (HR=0.57; p=0.060). According to fat index, a survival benefit was only noted in the L+P group (HR=0.50; p=0.049). Higher levels of relative power reduced all-cause mortality risk among older people (HR=0.63 and 0.53, p=0.006 and 0.011, respectively). Conclusion: Powerful older people exhibited a reduced 9-year all-cause mortality regardless of BMI, waist circumference and BF%. Obesity according to fat index blunted the survival benefits of being powerful.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Better mortality outcomes in persons with overweight or obesity may occur in certain race-ethnicity-sex-age strata, termed the fat but fit paradigm or obesity paradox.
“Termed by some observers as the “fat but fit” paradigm or an “obesity paradox”, better mortality outcomes in persons with overweight or obesity may occur in certain race-ethnicity-sex-age strata [47,48], and fitness level must be considered while assessing the association between body weight and medical outcomes [49].”
From Advantages and Limitations of the Body Mass Index (BMI) to Assess Adult Obesity (2024) · cites this paper as [48]
The Introduction describes lower mortality among fit people with obesity than among unfit people without obesity, calling this the ‘fat but fit’ paradox. The Conclusions report a survival benefit for powerful older adults with obesity under some adiposity measures, but not fat index. The Participants section describes an all-Caucasian sample aged 65 or older; the paper does not establish the claimed pattern across race-ethnicity-sex-age strata. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Waist circumference as a measure for indicating need for weight management
Lean, M. E. J., Han, T. S., & Morrison, C. E. (1995) · BMJ · doi:10.1136/bmj.311.6998.158 · Cited by 1,869 · 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
Bean, J. F., Leveille, S. G., Kiely, D. K., Bandinelli, S., Guralnik, J. M., & Ferrucci, L. (2003) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/58.8.m728 · Cited by 529 · see citing works
Mandsager, K., Harb, S., Cremer, P., Phelan, D., Nissen, S. E., & Jaber, W. (2018) · JAMA Network Open · doi:10.1001/jamanetworkopen.2018.3605 · Cited by 501 · see citing works
The Fat but Fit paradox: what we know and don’t know about it
Ortega, F. B., Ruiz, J. R., Labayen, I., Lavie, C. J., & Blair, S. N. (2018) · British Journal of Sports Medicine · doi:10.1136/bjsports-2016-097400 · Cited by 179 · see citing works
Alcazar, J., Rodriguez-Lopez, C., Ara, I., Alfaro-Acha, A., Rodríguez-Gómez, I., Navarro-Cruz, R., Losa-Reyna, J., García-García, F. J., & Alegre, L. M. (2018) · Experimental Gerontology · doi:10.1016/j.exger.2018.03.015 · Cited by 77 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 31
- Blair SN. Physical inactivity: the biggest public health problem of the 21st century. Br J Sports Med 2009;43:1-2.
- Ortega FB, Lavie CJ, Blair SN. Obesity and cardiovascular disease. Circ Res 2016;118:1752-70. · DOI
- Sui X, LaMonte MJ, Laditka JN, et al. Cardiorespiratory fitness and adiposity as mortality predictors in older adults. JAMA 2007;298:2507-16. · DOI · Paper page
- Foldvari M, Clark M, Laviolette LC, et al. Association of muscle power with functional status in community-dwelling elderly women. J Gerontol A Biol Sci Med Sci 2000;55:M192-9. · DOI · Paper page
- Metter EJ, Talbot LA, Schrager M, et al. Arm-cranking muscle power and arm isometric muscle strength are independent predictors of all-cause mortality in men. J Appl Physiol 2004;96:814-21. · DOI
- Alcazar J, Losa-Reyna J, Rodriguez-Lopez C, et al. The sit-to-stand muscle power test: an easy, inexpensive and portable procedure to assess muscle power in older people. Exp Gerontol 2018;112:38-43. · DOI
- Alcazar J, Kamper RS, Aagaard P, et al. Relation between leg extension power and 30- s sit-to-stand muscle power in older adults: validation and translation to functional performance. Sci Rep 2020;10:16337. · DOI
- Gomez-Cabello A, Pedrero-Chamizo R, Olivares PR, et al. Prevalence of overweight and obesity in non-institutionalized people aged 65 or over from Spain: the elderly EXERNET multi-centre study. Obes Rev 2011;12:583-92. · DOI
- Pedrero-Chamizo R, Gómez-Cabello A, Delgado S, et al. Physical fitness levels among independent non-institutionalized Spanish elderly: the elderly EXERNET multi-center study. Arch Gerontol Geriatr 2012;55:406-16. · DOI
- Gallagher D, Heymsfield SB, Heo M, et al. Healthy percentage body fat ranges: an approach for developing guidelines based on body mass index. Am J Clin Nutr 2000;72:694-701. · DOI · Paper page
- Losa-Reyna J, Alcazar J, Rodríguez-Gómez I, et al. Low relative mechanical power in older adults: an operational definition and algorithm for its application in the clinical setting. Exp Gerontol 2020;142:111141. · DOI
- López-Rodríguez C, Laguna M, Gómez-Cabello A, et al. Validation of the self-report EXERNET questionnaire for measuring physical activity and sedentary behavior in elderly. Arch Gerontol Geriatr 2017;69:156-61. · DOI
- Schoenfeld DA. Sample-size formula for the proportional-hazards regression model. Biometrics 1983;39:499-503. · DOI
- Metter EJ, Talbot LA, Schrager M, et al. Skeletal muscle strength as a predictor of all-cause mortality in healthy men. J Gerontol A Biol Sci Med Sci 2002;57:B359-65. · DOI
- Feigenbaum MS, Pollock ML. Prescription of resistance training for health and disease. Med Sci Sports Exerc 1999;31:38-45. · DOI
- Guadalupe-Grau A, Carnicero JA, Gómez-Cabello A, et al. Association of regional muscle strength with mortality and hospitalisation in older people. Age Ageing 2015;44:790-5. · DOI
- Kraschnewski JL, Sciamanna CN, Poger JM, et al. Is strength training associated with mortality benefits? A 15year cohort study of US older adults. Prev Med 2016;87:121-7. · DOI
- Hairi NN, Cumming RG, Naganathan V, et al. Loss of muscle strength, mass (sarcopenia), and quality (specific force) and its relationship with functional limitation and physical disability: the Concord health and ageing in men project. J Am Geriatr Soc 2010;58:2055-62. · DOI
- Carbone S, Kirkman DL, Garten RS, et al. Muscular strength and cardiovascular disease: an updated state-of-the-art narrative review. J Cardiopulm Rehabil Prev 2020;40:302-9. · DOI
- Yusuf S, Joseph P, Rangarajan S, et al. Modifiable risk factors, cardiovascular disease, and mortality in 155 722 individuals from 21 high-income, middle-income, and low- income countries (PURE): a prospective cohort study. Lancet 2020;395:795-808. · DOI · Paper page
- Lauretani F, Russo CR, Bandinelli S, et al. Age-Associated changes in skeletal muscles and their effect on mobility: an operational diagnosis of sarcopenia. J Appl Physiol 2003;95:1851-60. · DOI · Paper page
- Alcazar J, Kamper RS, Aagaard P, et al. Relation between leg extension power and 30- S sit-to-stand muscle power in older adults: validation and translation to functional performance. Sci Rep 2020;10:16337. · DOI
- Bahat G, Kilic C, Eris S, et al. Power versus sarcopenia: associations with functionality and physical performance measures. J Nutr Health Aging 2021;25:13-17. · DOI · Paper page
- Wang S, Ren J. Obesity paradox in aging: from prevalence to pathophysiology. Prog Cardiovasc Dis 2018;61:182-9. · DOI
- Elagizi A, Kachur S, Lavie CJ, et al. An overview and update on obesity and the obesity paradox in cardiovascular diseases. Prog Cardiovasc Dis 2018;61:142-50. · DOI
- Visser M, Kritchevsky SB, Goodpaster BH, et al. Leg muscle mass and composition in relation to lower extremity performance in men and women aged 70 to 79: the health, aging and body composition study. J Am Geriatr Soc 2002;50:897-904. · DOI · Paper page
- Ortega FJ, Fernández-Real JM. Inflammation in adipose tissue and fatty acid anabolism: when enough is enough! Horm Metab Res 2013;45:1009-19. · DOI
- Alley DE, Crimmins E, Bandeen-Roche K, et al. Three-Year change in inflammatory markers in elderly people and mortality: the Invecchiare in Chianti study. J Am Geriatr Soc 2007;55:1801-7. · DOI
- Alcazar J, Rodriguez-Lopez C, Ara I, et al. The force-velocity relationship in older people: reliability and validity of a systematic procedure. Int J Sports Med 2017;38:1097-104. · DOI
- Bean JF, Kiely DK, Herman S, et al. The relationship between leg power and physical performance in mobility-limited older people. J Am Geriatr Soc 2002;50:461-7. · DOI · Paper page
- Baltasar-Fernandez I, Alcazar J, Rodriguez-Lopez C, et al. Sit-to-stand muscle power test: comparison between estimated and force plate-derived mechanical power and their association with physical function in older adults. Exp Gerontol 2021;145:111213. on January 10, 2025 by guest. Protected by copyright. http://bjsm.bmj.com/ Br J Sports Med: first published as 10.1136/bjsports-2020-103720 on 16 March 2021. Downloaded from · DOI
Cited by
Sorted by citations
Advantages and Limitations of the Body Mass Index (BMI) to Assess Adult Obesity
Wu, Y., Li, D., & Vermund, S. H. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21060757 · Cited by 332 · see citing works
“…as the “fat but fit” paradigm or an “obesity paradox”, better mortality outcomes in persons with overweight or obesity may occur in certain race-ethnicity-sex-age strata [47,48], and fitness level must be considered while assessing the association between body weight and medical outcomes [49].”
Background
- Authors
- Alcazar, J., Navarrete-Villanueva, D., Mañas, A., Gómez-Cabello, A., Pedrero-Chamizo, R., Alegre, L. M., Villa, G., Gusi, N., González-Gross, M., Casajús, J. A., Vicente-Rodriguez, G., & Ara, I.
- Affiliations
- Centro de Investigación Biomédica en Red (ES)
- Universidad de León (ES)
- Corresponding author
- Ara, Ignacio
- ORCID
- Venue
- British Journal of Sports Medicine
- Publisher
- BMJ
- Published
- 2021-03-16
- Volume
- 55
- Issue
- 21
- Pages
- 1204-1211
- ISSN
- 0306-3674 (ISSN-L)
- 1473-0480
- OpenAlex
- W3136137760
- Cited by
- 43
- References
- 6
- Citations by year
- 2026: 6 · 2025: 15 · 2024: 4 · 2023: 5 · 2022: 7 · 2021: 6
- FWCI
- 3.46
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- British Journal of Sports Medicine (publishedVersion)
- medRxiv (acceptedVersion)
- PubMed (publishedVersion)
- Archivo Digital UPM (Universidad Politécnica de Madrid) (submittedVersion, cc-by-nc-nd)
- Hispana (submittedVersion, cc-by-nc-nd)
- Zaguan (University of Zaragoza Repository) (submittedVersion, cc-by-nc)
- Funders
- Ministerio de Educación y Ciencia (Red EXERNET DEP2005-00046)
- Ministerio de Economía, Industria y Competitividad, Gobierno de España (DEP2016-78309-R)
- Universidad de Zaragoza (UZ 2008-BIO-01)
- Ministerio de Sanidad, Servicios Sociales e Igualdad (147/2011)
- Consejo Superior de Deportes (09/UPB/19, 45/UPB/20)
- Ministerio de Trabajo y Asuntos Sociales-IMSERSO (104/07)
- Biomedical Research Networking Center on Frailty and Healthy Aging (CIBERFES) and FEDER funds from the European Union (CB16/10/00477)
- Centro Universitario de la Defensa de Zaragoza (UZCUD2016-BIO-01)
- Gobierno de Aragón (DGAIIU/1/20)
- Topics
- Health Sciences › Medicine › Physiology › Nutrition and Health in Aging
- Health Sciences › Medicine › Geriatrics and Gerontology › Frailty in Older Adults
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Keywords
- muscle power, adiposity, all-cause mortality, older adults, sit-to-stand test, body mass index, waist circumference, body fat percentage, fat index, relative power, obesity
- MeSH terms
- Aged, Aged, 80 and over, Female, Humans, Male, Obesity, Prospective Studies, Risk Factors, Body Mass Index, Adiposity, Muscle Strength, Waist Circumference
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