Differential patterns of the relationship between exercise dose and mortality risk across severities of airflow limitation: a prospective cohort study with a 5-year follow-up period
DOI:
https://doi.org/10.2340/jrm.v57.43377Keywords:
Airflow limitation, Mortality risk, Physical activity dosage, Prospective cohortAbstract
Objective: This study examines the dose–response relationship between physical activity (PA) and all-cause mortality across different severities of airflow limitation, identifying threshold effects that yield new insights into the PA–mortality association.
Design: A prospective cohort study with a 5-year follow-up (2018–2023), employing multivariate Cox models and penalized spline smoothing to assess non-linear associations.
Subjects/Patients: A total of 2,975 individuals from a cohort categorized by airflow limitation severity (normal, GOLD 1–4).
Methods: PA levels were quantified in metabolic equivalent hours per week (MET·h/week). Cox proportional hazards models were used to evaluate PA–mortality associations, with penalized spline analysis detecting threshold effects.
Results: Identified thresholds were 41.50 MET·h/week (95% CI: 23.03–64.22) for normal lung function and 13.21 MET·h/week (95% CI: 9.67–16.14) for GOLD 1. Below these thresholds, higher PA levels were associated with a significant reduction in mortality risk (HR = 0.66, HR = 0.41, respectively). In GOLD 2, PA levels below the threshold were associated with a lower mortality risk (HR=0.85), whereas PA exceeding the threshold was associated with a higher mortality risk (HR = 1.23). No significant associations were observed in GOLD 3–4.
Conclusion: PA demonstrates a non-linear, threshold-dependent association with mortality. These findings underscore the importance of individualized PA recommendations for optimizing health outcomes in individuals with chronic respiratory conditions.
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Wang Y, Han R, Ding X, Feng W, Gao R, Ma A. Chronic obstructive pulmonary disease across three decades: trends, inequalities, and projections from the Global Burden of Disease Study 2021. Front Med 2025; 12: 1564878. DOI: https://doi.org/10.3389/fmed.2025.1564878
https//doi.org/10.3389/fmed.2025.1564878
Christenson SA, Smith BM, Bafadhel M, Putcha N. Chronic obstructive pulmonary disease. Lancet 2022; 399: 2227–2242. DOI: https://doi.org/10.1016/S0140-6736(22)00470-6
https//doi.org/10.1016/s0140-6736(22)00470-6
Jin J. Screening for chronic obstructive pulmonary disease. JAMA 2022; 327: 1831. DOI: https://doi.org/10.1001/jama.2022.6110
https//doi.org/10.1001/jama.2022.6110
Stolz D, Mkorombindo T, Schumann DM, Agusti A, Ash SY, Bafadhel M, et al. Towards the elimination of chronic obstructive pulmonary disease: a Lancet Commission. Lancet 2022; 400: 921–972. DOI: https://doi.org/10.1016/S0140-6736(22)01273-9
https//doi.org/10.1016/s0140-6736(22)01273-9
Morris NR, Hill K, Walsh J, Sabapathy S. Exercise & Sports Science Australia (ESSA) position statement on exercise and chronic obstructive pulmonary disease. J Sci Med Sport 2021; 24: 52–59. DOI: https://doi.org/10.1016/j.jsams.2020.08.007
https//doi.org/10.1016/j.jsams.2020.08.007
Alison JA, McKeough ZJ, Johnston K, McNamara RJ, Spencer LM, Jenkins SC, et al. Australian and New Zealand Pulmonary Rehabilitation Guidelines. Respirology 2017; 22: 800–819. DOI: https://doi.org/10.1111/resp.13025
https//doi.org/10.1111/resp.13025
Gloeckl R, Marinov B, Pitta F. Practical recommendations for exercise training in patients with COPD. Eur Respir Rev 2013; 22: 178–186. DOI: https://doi.org/10.1183/09059180.00000513
https//doi.org/10.1183/09059180.00000513
Nguyen C, Lefèvre-Colau MM, Poiraudeau S, Rannou F. Rehabilitation (exercise and strength training) and osteoarthritis: a critical narrative review. Ann Phys Rehabil Med 2016; 59: 190–195. DOI: https://doi.org/10.1016/j.rehab.2016.02.010
https//doi.org/10.1016/j.rehab.2016.02.010
Amanat S, Ghahri S, Dianatinasab A, Fararouei M, Dianatinasab M. Exercise and type 2 diabetes. Adv Exp Med Biol 2020; 1228: 91–105. DOI: https://doi.org/10.1007/978-981-15-1792-1_6
https//doi.org/10.1007/978-981-15-1792-1_6
Yoshimura Y, Wakabayashi H, Nagano F, Bise T, Shimazu S, Shiraishi A, et al. Chair-stand exercise improves sarcopenia in rehabilitation patients after stroke. Nutrients 2022; 14. DOI: https://doi.org/10.3390/nu14030461
https//doi.org/10.3390/nu14030461
Slomski A. Even low amounts of physical activity reduce depression risk. JAMA 2022; 327: 2066. DOI: https://doi.org/10.1001/jama.2022.8997
https//doi.org/10.1001/jama.2022.8997
Suran M. Study: Short spurts of vigorous physical activity during daily life are associated with lower mortality. JAMA 2023; 329: 275–276. DOI: https://doi.org/10.1001/jama.2022.24054
https//doi.org/10.1001/jama.2022.24054
Wang Y, Nie J, Ferrari G, Rey-Lopez JP, Rezende LFM. Association of physical activity intensity with mortality: a national cohort study of 403 681 US adults. JAMA Intern Med 2021; 181: 203–211. DOI: https://doi.org/10.1001/jamainternmed.2020.6331
https//doi.org/10.1001/jamainternmed.2020.6331
Geidl W, Schlesinger S, Mino E, Miranda L, Pfeifer K. Dose–response relationship between physical activity and mortality in adults with noncommunicable diseases: a systematic review and meta-analysis of prospective observational studies. Int J Behav Nutr Phys Act 2020; 17: 109. DOI: https://doi.org/10.1186/s12966-020-01007-5
https//doi.org/10.1186/s12966-020-01007-5
Schaadt L, Christensen R, Kristensen LE, Henriksen M. Increased mortality in patients with severe COPD associated with high-intensity exercise: a preliminary cohort study. Int J Chron Obstruct Pulmon Dis 2016; 11: 2329–2334. DOI: https://doi.org/10.2147/COPD.S114911
https//doi.org/10.2147/copd.S114911
Ryu HE, Jung DH, Heo SJ, Park B, Lee YJ. METS-IR and all-cause mortality in Korean over 60 years old: Korean genome and epidemiology study-health examinees (KoGES-HEXA) cohorts. Front Endocrinol (Lausanne) 2024; 15: 1346158. DOI: https://doi.org/10.3389/fendo.2024.1346158
https//doi.org/10.3389/fendo.2024.1346158
Keteyian SJ, Kerrigan DJ, Lewis B, Ehrman JK, Brawner CA. Exercise training workloads in cardiac rehabilitation are associated with clinical outcomes in patients with heart failure. Am Heart J 2018; 204: 76–82. DOI: https://doi.org/10.1016/j.ahj.2018.05.017
https//doi.org/10.1016/j.ahj.2018.05.017
Fukushima N, Kikuchi H, Sato H, Sasai H, Kiyohara K, Sawada SS, et al. Dose–response relationship of physical activity with all-cause mortality among older adults: an umbrella review. J Am Med Dir Assoc 2024; 25: 417–430. DOI: https://doi.org/10.1016/j.jamda.2023.09.028
https//doi.org/10.1016/j.jamda.2023.09.028
Garcia-Aymerich J, Lange P, Benet M, Schnohr P, Antó JM. Regular physical activity reduces hospital admission and mortality in chronic obstructive pulmonary disease: a population based cohort study. Thorax 2006; 61: 772–778. DOI: https://doi.org/10.1136/thx.2006.060145
https//doi.org/10.1136/thx.2006.060145
Tao L, Tian T, Liu L, Zhang Z, Sun Q, Sun G, et al. Cohort profile: the Xinjiang Multiethnic Cohort (XMC) study. BMJ Open 2022; 12: e048242. DOI: https://doi.org/10.1136/bmjopen-2020-048242
https//doi.org/10.1136/bmjopen-2020-048242
Tian X, Xue B, Wang B, Lei R, Shan X, Niu J, et al. Physical activity reduces the role of blood cadmium on depression: a cross-sectional analysis with NHANES data. Environ Pollut 2022; 304: 119211. DOI: https://doi.org/10.1016/j.envpol.2022.119211
https//doi.org/10.1016/j.envpol.2022.119211
Chen K, Sha T, Zhu Y, Ma S, Chen L, Liao W, et al. Optimal dose of physical exercise for preventing cardiac and renal dysfunction, data from National Health and Nutrition Examination Surveys survey. Eur J Prev Cardiol 2022; 29: 1703–1706. DOI: https://doi.org/10.1093/eurjpc/zwac096
https//doi.org/10.1093/eurjpc/zwac096
Li P, Stuart EA, Allison DB. Multiple imputation: a flexible tool for handling missing data. JAMA 2015; 314: 1966–1967. DOI: https://doi.org/10.1001/jama.2015.15281
https//doi.org/10.1001/jama.2015.15281
Ryrsø CK, Godtfredsen NS, Kofod LM, Lavesen M, Mogensen L, Tobberup R, et al. Lower mortality after early supervised pulmonary rehabilitation following COPD exacerbations: a systematic review and meta-analysis. BMC Pulm Med 2018; 18: 154. DOI: https://doi.org/10.1186/s12890-018-0718-1
https//doi.org/10.1186/s12890-018-0718-1
Shibuya M, Yamamoto S, Kobayashi S, Nishie K, Yamaga T, Kawachi S, et al. Pulmonary rehabilitation for patients after COPD exacerbation. Respir Care 2022; 67: 360–369. DOI: https://doi.org/10.4187/respcare.09066
https//doi.org/10.4187/respcare.09066
He W, Wang J, Feng Z, Li J, Xie Y. Effects of exercise-based pulmonary rehabilitation on severe/very severe COPD: a systematic review and meta-analysis. Ther Adv Respir Dis 2023; 17: 17534666231162250. DOI: https://doi.org/10.1177/17534666231162250
https//doi.org/10.1177/17534666231162250
McNamara RJ, Elkins MR. Home-based rehabilitation improves exercise capacity and reduces respiratory symptoms in people with COPD (PEDro synthesis). Br J Sports Med 2017; 51: 206–207. DOI: https://doi.org/10.1136/bjsports-2016-096348
https//doi.org/10.1136/bjsports-2016-096348
Eijsvogels TMH, Thompson PD, Franklin BA. The “extreme exercise hypothesis”: recent findings and cardiovascular health implications. Curr Treat Options Cardiovasc Med 2018; 20: 84. DOI: https://doi.org/10.1007/s11936-018-0674-3
https//doi.org/10.1007/s11936-018-0674-3
Cuthbertson CC, Moore CC, Evenson KR. Paradox of occupational and leisure-time physical activity associations with cardiovascular disease. Heart 2023. DOI: https://doi.org/10.1136/heartjnl-2022-321856
https//doi.org/10.1136/heartjnl-2022-321856
La Gerche A, Roberts T, Claessen G. The response of the pulmonary circulation and right ventricle to exercise: exercise-induced right ventricular dysfunction and structural remodeling in endurance athletes (2013 Grover Conference series). Pulm Circ 2014; 4: 407–416. DOI: https://doi.org/10.1086/677355
https//doi.org/10.1086/677355
Thompson PD, Eijsvogels TMH, Kim JH. Can the heart get an overuse sports injury? NEJM Evidence 2023; 2: EVIDra2200175. DOI: https://doi.org/10.1056/EVIDra2200175
https//doi.org/10.1056/EVIDra2200175
Mao Y, Zhang J, Zhou Q, He X, Zheng Z, Wei Y, et al. Hypoxia induces mitochondrial protein lactylation to limit oxidative phosphorylation. Cell Res 2024; 34: 13–30. DOI: https://doi.org/10.1038/s41422-023-00864-6
https//doi.org/10.1038/s41422-023-00864-6
Ballmann C, McGinnis G, Peters B, Slivka D, Cuddy J, Hailes W, et al. Exercise-induced oxidative stress and hypoxic exercise recovery. Eur J Appl Physiol 2014; 114: 725–733. DOI: https://doi.org/10.1007/s00421-013-2806-5
https//doi.org/10.1007/s00421-013-2806-5
Moon J, Oh M, Kim S, Lee K, Lee J, Song Y, et al. Intelligent estimation of exercise induced energy expenditure including excess post-exercise oxygen consumption (EPOC) with different exercise intensity. Sensors (Basel, Switzerland) 2023; 23. DOI: https://doi.org/10.3390/s23229235
https//doi.org/10.3390/s23229235
Xiao W, Chen P, Liu X, Zhao L. The impaired function of macrophages induced by strenuous exercise could not be ameliorated by BCAA supplementation. Nutrients 2015; 7: 8645–8656. DOI: https://doi.org/10.3390/nu7105425
https//doi.org/10.3390/nu7105425
Raidal SL, Love DN, Bailey GD, Rose RJ. The effect of high intensity exercise on the functional capacity of equine pulmonary alveolar macrophages and BAL-derived lymphocytes. Res Vet Sci 2000; 68: 249–253. DOI: https://doi.org/10.1053/rvsc.1999.0373
https//doi.org/10.1053/rvsc.1999.0373
Wong CW, Thompson HL, Thong YH, Thornton JR. Effect of strenuous exercise stress on chemiluminescence response of equine alveolar macrophages. Equine Vet J 1990; 22: 33–35. DOI: https://doi.org/10.1111/j.2042-3306.1990.tb04200.x
https//doi.org/10.1111/j.2042-3306.1990.tb04200.x
Güder G, Rutten FH, Brenner S, Angermann CE, Berliner D, Ertl G, et al. The impact of heart failure on the classification of COPD severity. J Card Fail 2012; 18: 637–644. DOI: https://doi.org/10.1016/j.cardfail.2012.05.008
https//doi.org/10.1016/j.cardfail.2012.05.008
Bermudez G, Jasul G Jr, David-Wang A, Jimeno C, Magallanes J, Macalalad-Josue AA. Association of metabolic syndrome with the severity of airflow obstruction in patients with chronic obstructive pulmonary disease. J ASEAN Fed Endocr Soc 2018; 33: 181–187. DOI: https://doi.org/10.15605/jafes.033.02.11
https//doi.org/10.15605/jafes.033.02.11
Mamary AJ, Stewart JI, Kinney GL, Hokanson JE, Shenoy K, Dransfield MT, et al. Race and gender disparities are evident in COPD underdiagnoses across all severities of measured airflow obstruction. Chron Obstruct Pulmon Dis (Miami, FL) 2018; 5: 177–184. DOI: https://doi.org/10.15326/jcopdf.5.3.2017.0145
https//doi.org/10.15326/jcopdf.5.3.2017.0145
Marillier M, Bernard AC, Vergès S, Neder JA. Locomotor muscles in COPD: the rationale for rehabilitative exercise training. Front Physiol 2019; 10: 1590. DOI: https://doi.org/10.3389/fphys.2019.01590
https//doi.org/10.3389/fphys.2019.01590
Iepsen UW, Pedersen BK. Development of limb muscle dysfunction in chronic obstructive pulmonary disease: smoking, inflammation, or simply disuse? Am J Respir Cell Mol Biol 2020; 62: 134–135. DOI: https://doi.org/10.1165/rcmb.2019-0319ED
https//doi.org/10.1165/rcmb.2019-0319ED
Wang Y, Li P, Cao Y, Liu C, Wang J, Wu W. Skeletal muscle mitochondrial dysfunction in chronic obstructive pulmonary disease: underlying mechanisms and physical therapy perspectives. Aging Dis 2023; 14: 33–45. DOI: https://doi.org/10.14336/AD.2022.0603
https//doi.org/10.14336/ad.2022.0603
Cerqueira É, Marinho DA, Neiva HP, Lourenço O. Inflammatory effects of high and moderate intensity exercise: a systematic review. Front Physiol 2019; 10: 1550. DOI: https://doi.org/10.3389/fphys.2019.01550
https//doi.org/10.3389/fphys.2019.01550
Lorenzana I, Galera R, Casitas R, Martínez-Cerón E, Castillo MA, Alfaro E, et al. Dynamic hyperinflation is a risk factor for mortality and severe exacerbations in COPD patients. Respir Med 2024; 225: 107597. DOI: https://doi.org/10.1016/j.rmed.2024.107597
https//doi.org/10.1016/j.rmed.2024.107597
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