Heterogeneity of physical function responses to exercise training in older adults.
Open accessAbstract
Objectives: To describe the interindividual variability in physical function responses to supervised resistance and aerobic exercise training interventions in older adults. Design: Data analysis of two randomized, controlled exercise trials. Setting: Community‐based research centers. Participants: Overweight and obese (body mass index ( BMI ) ≥27.0 kg/m 2 ) sedentary men and women aged 65 to 79 (N = 95). Intervention: Five months of 4 d/wk of aerobic training ( AT , n = 40) or 3 d/wk of resistance training ( RT , n = 55). Measurements: Physical function assessments: global measure of lower extremity function (Short Physical Performance Battery ( SPPB )), 400‐m walk, peak aerobic capacity ( VO 2 peak), and knee extensor strength. Results: On average, both exercise interventions significantly improved physical function. For AT , there was a 7.9% increase in VO 2 peak; individual absolute increases varied from 0.4 to 4.3 mL /kg per minute, and four participants (13%) showed no change or a decrease in VO 2 peak. For RT , knee extensor strength improved an average of 8.1%; individual increases varied from 1.2 to 63.7 Nm, and 16 participants (30%) showed no change or a decrease in strength. Usual gait speed, 400‐m walk time, chair rise time, and SPPB improved for the majority of AT participants and usual gait speed, chair rise time, and SPPB improved for the majority of RT participants, but there was wide variation in the magnitude of improvement. Only change in 400‐m walk time with RT was related to exercise adherence (correlation coefficient = −0.31, P = .004). Conclusion: Despite sufficient levels of adherence to both exercise interventions, some participants did not improve function, and the magnitude of improvement varied widely. Additional research is needed to identify factors that optimize responsiveness to exercise to maximize its functional benefits in older adults.
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Strength training is recommended in older adults to improve physical function.
“Strength training is recommended in older adults to improve physical function.7,8,9,10”
From Comparison of Power Training vs Traditional Strength Training on Physical Function in Older Adults: A Systematic Review and Meta-analysis (2022) · cites this paper as [7]
There is considerable within-individual and between-individual heterogeneity in acute psychophysiological responses to the same acute physical exercises and in long-term adaptations to the same physical training.
“Since every human is unique, there is a considerable amount of within-individual (intra-individual) (Katch et al., 1982; Coggan and Costill, 1984; Bagger et al., 2003; Skurvydas et al., 2010; Faude et al., 2017; Chrzanowski-Smith et al., 2019; Voisin et al., 2019) and between-individual (interindividual) heterogeneity (Karavirta et al., 2011; Chmelo et al., 2015; Bonafiglia et al., 2016; Greenham”
From Dose-Response Matters! - A Perspective on the Exercise Prescription in Exercise-Cognition Research (2019) · cites this paper as Chmelo et al., 2015
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Guralnik, J. M., Simonsick, E. M., Ferrucci, L., Glynn, R. J., Berkman, L. F., Blazer, D. G., Scherr, P. A., & Wallace, R. B. (1994) · Journal of Gerontology · doi:10.1093/geronj/49.2.m85 · Cited by 9,792 · see citing works
Physical Activity and Public Health in Older Adults
Nelson, M. E., Rejeski, W. J., Blair, S. N., Duncan, P. W., Judge, J. O., King, A. C., Macera, C. A., & Castaneda‐Sceppa, C. (2007) · Circulation · doi:10.1161/circulationaha.107.185650 · Cited by 2,991 · see citing works
NELSON, M. E., REJESKI, W. J., BLAIR, S. N., DUNCAN, P. W., JUDGE, J. O., KING, A. C., MACERA, C. A., & CASTANEDA-SCEPPA, C. (2007) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3180616aa2 · Cited by 2,089 · see citing works
Lauretani, F., Russo, C. R., Bandinelli, S., Bartali, B., Cavazzini, C., Di Iorio, A., Corsi, A. M., Rantanen, T., Guralnik, J. M., & Ferrucci, L. (2003) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00246.2003 · Cited by 1,946 · see citing works
Ettinger, W. H. (1997) · JAMA · doi:10.1001/jama.1997.03540250033028 · Cited by 947 · see citing works
Individual differences in response to regular physical activity
BOUCHARD, C., & RANKINEN, T. (2001) · Medicine and Science in Sports and Exercise · doi:10.1097/00005768-200106001-00013 · Cited by 939 · see citing works
Resistance exercise for muscular strength in older adults: a meta-analysis
Peterson, M. D., Rhea, M. R., Sen, A., & Gordon, P. M. (2010) · Ageing Research Reviews · doi:10.1016/j.arr.2010.03.004 · Cited by 808 · see citing works
Effects of Resistance Training on Older Adults
Hunter, G. R., McCarthy, J. P., & Bamman, M. M. (2004) · Sports Medicine · doi:10.2165/00007256-200434050-00005 · Cited by 764 · see citing works
The LIFE Study Investigators* [*See Appendix for List of LIFE Study Investigators] (2006) · The Journals of Gerontology Series A · doi:10.1093/gerona/61.11.1157 · Cited by 661 · see citing works
Chou, C., Hwang, C., & Wu, Y. (2012) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2011.08.042 · Cited by 630 · see citing works
Systematic Review of Progressive Resistance Strength Training in Older Adults
Latham, N. K., Bennett, D., Stretton, C. M., & Anderson, C. S. (2004) · The Journals of Gerontology Series A · doi:10.1093/gerona/59.1.m48 · Cited by 538 · see citing works
Kwon, S., Perera, S., Pahor, M., Katula, J. A., King, A. C., Groessl, E. J., & Studenski, S. A. (2009) · The Journal of nutrition, health and aging · doi:10.1007/s12603-009-0104-z · Cited by 494 · see citing works
Bouchard, C., Sarzynski, M. A., Rice, T. K., Kraus, W. E., Church, T. S., Sung, Y. J., Rao, D. C., & Rankinen, T. (2011) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00973.2010 · Cited by 422 · see citing works
Adverse metabolic response to regular exercise: is it a rare or common occurrence?
Bouchard, C., Blair, S. N., Church, T. S., Earnest, C. P., Hagberg, J. M., Häkkinen, K., Jenkins, N. T., Karavirta, L., Kraus, W. E., Leon, A. S., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037887 · Cited by 389 · cited 1× · see citing works
“individuals who experience a negative response to regular exercise performance for certain outcomes.(23,24) In older adults, exercise training studies that show efficacy for improving functional ability often report main effects or mean group differences without expressing the extent of interindividual variability for…”
BackgroundVasunilashorn, S. M., Coppin, A. K., Patel, K. V., Lauretani, F., Ferrucci, L., Bandinelli, S., & Guralnik, J. M. (2009) · The Journals of Gerontology Series A · doi:10.1093/gerona/gln022 · Cited by 383 · see citing works
Effects of gender, age, and fitness level on response of VO2max to training in 60-71 yr olds
Kohrt, W. M., Malley, M. T., Coggan, A. R., Spina, R. J., Ogawa, T., Ehsani, A. A., Bourey, R. E., Martin, W. H., & Holloszy, J. O. (1991) · Journal of Applied Physiology · doi:10.1152/jappl.1991.71.5.2004 · Cited by 383 · see citing works
(2005) · PubMed · Cited by 354 · see citing works
Variability in Muscle Size and Strength Gain After Unilateral Resistance Training
Shrier, I. (2006) · Yearbook of Sports Medicine · doi:10.1016/s0162-0908(08)70354-4 · Cited by 348 · see citing works
Onder, G., Penninx, B. W. J. H., Ferrucci, L., Fried, L. P., Guralnik, J. M., & Pahor, M. (2005) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/60.1.74 · Cited by 347 · see citing works
Penninx, B. W. J. H., Messier, S. P., Rejeski, W. J., Williamson, J. D., DiBari, M., Cavazzini, C., Applegate, W. B., & Pahor, M. (2001) · Archives of Internal Medicine · doi:10.1001/archinte.161.19.2309 · Cited by 322 · see citing works
Interventions to prevent disability in frail community-dwelling elderly: a systematic review
Daniëls, R., van Rossum, E., de Witte, L., Kempen, G. I. J. M., & van den Heuvel, W. J. (2008) · BMC Health Services Research · doi:10.1186/1472-6963-8-278 · Cited by 303 · see citing works
Measuring Fitness in Healthy Older Adults: The Health ABC Long Distance Corridor Walk
Simonsick, E. M., Montgomery, P. S., Newman, A. B., Bauer, D. C., & Harris, T. (2001) · Journal of the American Geriatrics Society · doi:10.1046/j.1532-5415.2001.4911247.x · Cited by 275 · see citing works
The Functional Effects of Physical Exercise Training in Frail Older People
Chinapaw, M. J. M., van Uffelen, J. G. Z., Riphagen, I. I., & van Mechelen, W. (2008) · Sports Medicine · doi:10.2165/00007256-200838090-00006 · Cited by 256 · see citing works
Rantakokko, M., Mänty, M., & Rantanen, T. (2012) · Exercise and Sport Sciences Reviews · doi:10.1097/jes.0b013e3182556f1e · Cited by 240 · see citing works
Hicks, G. E., Shardell, M., Alley, D. E., Miller, R. R., Bandinelli, S., Guralnik, J., Lauretani, F., Simonsick, E. M., & Ferrucci, L. (2012) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/glr055 · Cited by 229 · see citing works
van Gool, C. H., Penninx, B. W. J. H., Kempen, G. I. J. M., Rejeski, W. J., Miller, G. D., van Eijk, J. T. M., Pahor, M., & Messier, S. P. (2005) · Arthritis Care & Research · doi:10.1002/art.20902 · Cited by 205 · see citing works
Variability in training-induced skeletal muscle adaptation
Timmons, J. A. (2010) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00934.2010 · Cited by 202 · see citing works
Nicklas, B. J., Wang, X., You, T., Lyles, M. F., Demons, J. L., Easter, L. H., Berry, M. J., Lenchik, L., & Carr, J. J. (2009) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26938 · Cited by 193 · see citing works
Self-citationValenzuela, T. (2012) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2011.11.001 · Cited by 184 · see citing works
Advances in Exercise, Fitness, and Performance Genomics
Rankinen, T., Roth, S. M., Bray, M. S., Loos, R. J. F., Përusse, L., Wolfarth, B., Hagberg, J. M., & Bouchard, C. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181d86cec · Cited by 176 · see citing works
Aerobic exercise in the elderly: a key to successful aging.
Fleg, J. L. (2012) · PubMed · Cited by 143 · see citing works
Individual responses to combined endurance and strength training in older adults.
KARAVIRTA, L., HÄKKINEN, K., KAUHANEN, A., ARIJA-BLÁZQUEZ, A., SILLANPÄÄ, E., RINKINEN, N., & HÄKKINEN, A. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181f1bf0d · Cited by 139 · see citing works
Erskine, R. M., Jones, D. A., Williams, A. G., Stewart, C. E., & Degens, H. (2010) · European Journal of Applied Physiology · doi:10.1007/s00421-010-1601-9 · Cited by 124 · see citing works
Exercise to prevent and treat functional disability
Singh, M. A. F. (2002) · Clinics in Geriatric Medicine · doi:10.1016/s0749-0690(02)00016-2 · Cited by 102 · see citing works
Activity Adherence and Physical Function in Older Adults with Functional Limitations
Fielding, R. A., Katula, J. A., Miller, M. E., ABBOTT-PILLOLA, K., JORDAN, A. N., Glynn, N. W., GOODPASTER, B., Walkup, M. P., King, A. C., & Rejeski, W. J. (2007) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318145348d · Cited by 83 · see citing works
Perera, S., Studenski, S. A., Newman, A. B., Simonsick, E. M., Harris, T. B., Schwartz, A. V., Visser, M., & Study, F. T. H. A. (2014) · The Journals of Gerontology Series A · doi:10.1093/gerona/glu033 · Cited by 78 · see citing works
Ghosh, S., Vivar, J. C., Sarzynski, M. A., Sung, Y. J., Timmons, J. A., Bouchard, C., & Rankinen, T. (2013) · Journal of Applied Physiology · doi:10.1152/japplphysiol.01487.2012 · Cited by 48 · see citing works
Advances in Exercise, Fitness, and Performance Genomics in 2013
Wolfarth, B., Rankinen, T., Hagberg, J. M., Loos, R. J. F., Përusse, L., Roth, S. M., Sarzynski, M. A., & Bouchard, C. (2014) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000300 · Cited by 38 · see citing works
Physical Activity, Cardiometabolic Health and Older Adults
Pescatello, L. S. (1999) · Sports Medicine · doi:10.2165/00007256-199928050-00003 · Cited by 23 · see citing works
Are There Negative Responders to Exercise Training among Heart Failure Patients?
Leifer, E., Brawner, C. A., Fleg, J. L., Kraus, W. E., Whellan, D. J., Piña, I. L., & Keteyian, S. J. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182a44164 · Cited by 18 · see citing works
Genetics, Response to Exercise, and Risk Factors: The HERITAGE Family Study
Wilmore, J. H., Leon, A. S., Rao, D. C., Skinner, J. S., Gagnon, J., & Bouchard, C. (1997) · KARGER eBooks · doi:10.1159/000059603 · Cited by 13 · see citing works
Heterogeneity of Physical Function Responses to Exercise in Older Adults
Nicklas, B. J. (2010) · Perspectives on Psychological Science · doi:10.1177/1745691610383512 · Cited by 8 · see citing works
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Izquierdo, M., de Souto Barreto, P., Arai, H., Bischoff-Ferrari, H. A., Cadore, E. L., Cesari, M., Chen, L.-K., Coen, P. M., Courneya, K. S., Duque, G., et al. (2025) · The Journal of nutrition, health and aging · doi:10.1016/j.jnha.2024.100401 · Cited by 273 · see citing works
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Herold, F., Müller, P., Gronwald, T., & Müller, N. G. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02338 · Cited by 196 · see citing works
Noone, J., Mucinski, J. M., DeLany, J. P., Sparks, L. M., & Goodpaster, B. H. (2024) · Cell Metabolism · doi:10.1016/j.cmet.2023.12.025 · Cited by 128 · see citing works
Balachandran, A. T., Steele, J., Angielczyk, D., Belio, M., Schoenfeld, B. J., Quiles, N., Askin, N., & Abou-Setta, A. M. (2022) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.11623 · Cited by 70 · see citing works
Long, D. E., Peck, B. D., Tuggle, S. C., Villasante Tezanos, A. G., Windham, S. T., Bamman, M. M., Kern, P. A., Peterson, C. A., & Walton, R. G. (2021) · GeroScience · doi:10.1007/s11357-020-00315-9 · Cited by 25 · see citing works
Wilson, G. C., Mavros, Y., Tajouri, L., & Singh, M. F. (2019) · Journal of Aging and Physical Activity · doi:10.1123/japa.2018-0155 · Cited by 14 · see citing works
- Authors
- Chmelo, E. A., Crotts, C. I., Newman, J. C., Brinkley, T. E., Lyles, M. F., Leng, X., Marsh, A. P., & Nicklas, B. J.
- Affiliations
- Wake Forest University Health Sciences (US)
- Wake Forest University (US)
- Corresponding author
- Chmelo, Elizabeth A.
- Venue
- Journal of the American Geriatrics Society
- Publisher
- Wiley
- Published
- 2015-03
- Volume
- 63
- Issue
- 3
- Pages
- 462-469
- ISSN
- 0002-8614 (ISSN-L)
- 1532-5415
- PMC
- PMC4373970
- OpenAlex
- W2079690855
- Cited by
- 110
- References
- 44
- Citations by year
- 2026: 8 · 2025: 6 · 2024: 5 · 2023: 7 · 2022: 7 · 2021: 10 · 2020: 10 · 2019: 17 · 2018: 15 · 2017: 9 · 2016: 12 · 2015: 4
- FWCI
- 26.16
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of the American Geriatrics Society (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Heart, Lung and Blood Institute (R01HL093713)
- National Institute on Aging (R01AG020583)
- Wake Forest University Claude D. Pepper Older Americans Independence Center (P30AG21332)
- Topics
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Physiology › Nutrition and Health in Aging
- Keywords
- physical function, exercise training response, interindividual variability, resistance training, aerobic exercise, older adults, overweight and obesity, sedentary aging, Short Physical Performance Battery, peak oxygen uptake, quadriceps strength, walking speed, exercise adherence
- MeSH terms
- Aged, Female, Humans, Male, Exercise, Geriatric Assessment, Resistance Training
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