Abstract
Objectives
Frailty and sleep duration complaints are both prevalent and often coexist among older adults. The purpose of this study was to examine the prospective association between sleep duration and frailty risk in a nationally representative cohort study.
Design
Prospective cohort study, ten-year follow-up.
Setting
Community-based setting in 23 provinces of China.
Participants
A total of 7623 older adults age 65 and over without frailty at baseline were included in the analysis.
Measurements
The participants were divided into three groups according to self-reported sleep duration: short (≤6 hours per day), middle (>6 but <10 hours per day) and long (≥10 hours per day). Frailty was measured according to the accumulation of health deficits by the construction of a frailty index of 38 items with 0.25 as the cutoff. A Cox proportional hazard model, a competing risk model and a generalized estimating equation (GEE) model with multiple adjustments were performed to evaluate the association between sleep duration and frailty risk.
Results
During a median follow-up period of 4.4 years (IQR 2.9–9.0), 2531 (33.2%) individuals developed frailty. Compared with participants with middle sleep duration, the risk of frailty was increased among participants with long sleep duration (HR 1.26, 95% CI 1.14–1.38) in the fully adjusted Cox proportional hazard model. However, short sleep duration was insignificantly associated with frailty risk. The competing risk model and the GEE model yielded similar results.
Conclusion
Long sleep duration is significantly associated with frailty incidence among older adults even after adjustment for confounding factors. This study provides reinforcing longitudinal evidence for the need to design sleep quality improvement interventions in health care programs to prevent frailty among older adults.
Similar content being viewed by others
References
Dent E, Martin FC, Bergman H, Woo J, Romero-Ortuno R, Walston JD. Management of frailty: opportunities, challenges, and future directions. Lancet. 2019;394(10206):1376–1386. doi: https://doi.org/10.1016/S0140-6736(19)31785-4.
Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146–M156. doi: https://doi.org/10.1093/gerona/56.3.m146.
Apostolo J, Cooke R, Bobrowicz-Campos E, Santana S, Marcucci M, Cano A, Vollenbroek-Hutten M, Germini F, D’Avanzo B, Gwyther H, et al. Effectiveness of interventions to prevent pre-frailty and frailty progression in older adults: a systematic review. JBI Database System Rev Implement Rep. 2018;16(1):140–232. doi: https://doi.org/10.11124/JBISRIR-2017-003382.
Ferri-Guerra J, Aparicio-Ugarriza R, Salguero D, Baskaran D, Mohammed YN, Florez H, Ruiz JG. The Association of Frailty with Hospitalizations and Mortality among Community Dwelling Older Adults with Diabetes. J Frailty Aging. 2020;9(2):94–100. doi: https://doi.org/10.14283/jfa.2019.31.
Hoogendijk EO, Afilalo J, Ensrud KE, Kowal P, Onder G, Fried LP. Frailty: implications for clinical practice and public health. Lancet. 2019;394(10206):1365–1375. doi: https://doi.org/10.1016/S0140-6736(19)31786-6.
Carroll JE, Esquivel S, Goldberg A, Seeman TE, Effros RB, Dock J, Olmstead R, Breen EC, Irwin MR. Insomnia and Telomere Length in Older Adults. Sleep. 2016;39(3):559–564. doi: https://doi.org/10.5665/sleep.5526.
Foley D, Ancoli-Israel S, Britz P, Walsh J. Sleep disturbances and chronic disease in older adults: results of the 2003 National Sleep Foundation Sleep in America Survey. J Psychosom Res. 2004;56(5):497–502. doi: https://doi.org/10.1016/j.jpsychores.2004.02.010.
Didikoglu A, Maharani A, Payton A, Pendleton N, Canal MM. Longitudinal change of sleep timing: association between chronotype and longevity in older adults. Chronobiol Int. 2019;36(9):1285–1300. doi: https://doi.org/10.1080/07420528.2019.1641111.
Kurina LM, McClintock MK, Chen JH, Waite LJ, Thisted RA, Lauderdale DS. Sleep duration and all-cause mortality: a critical review of measurement and associations. Ann Epidemiol. 2013;23(6):361–370. doi: https://doi.org/10.1016/j.annepidem.2013.03.015.
Ensrud KE, Blackwell TL, Ancoli-Israel S, Redline S, Cawthon PM, Paudel ML, Dam TT, Stone KL. Sleep disturbances and risk of frailty and mortality in older men. Sleep Med. 2012;13(10):1217–1225. doi: https://doi.org/10.1016/j.sleep.2012.04.010.
Pourmotabbed A, Boozari B, Babaei A, Asbaghi O, Campbell MS, Mohammadi H, Hadi A, Moradi S. Sleep and frailty risk: a systematic review and meta-analysis. Sleep Breath. 2020;24(3):1187–1197. doi: https://doi.org/10.1007/s11325-020-02061-w.
Baniak LM, Yang K, Choi J, Chasens ER. Long Sleep Duration Is Associated With Increased Frailty Risk in Older Community-Dwelling Adults. J Aging Health. 2020;32(1):42–51. doi: https://doi.org/10.1177/0898264318803470.
Nakakubo S, Makizako H, Doi T, Tsutsumimoto K, Hotta R, Lee S, Lee S, Bae S, Makino K, Suzuki T, et al. Long and Short Sleep Duration and Physical Frailty in Community-Dwelling Older Adults. J Nutr Health Aging. 2018;22(9):1066–1071. doi: https://doi.org/10.1007/s12603-018-1116-3.
Balomenos V, Ntanasi E, Anastasiou CA, Charisis S, Velonakis G, Karavasilis E, Tsapanou A, Yannakoulia M, Kosmidis MH, Dardiotis E, et al. Association Between Sleep Disturbances and Frailty: Evidence From a Population-Based Study. J Am Med Dir Assoc. 2021;22(3):551–558. doi: https://doi.org/10.1016/j.jamda.2020.08.012.
Zeng Y, Feng Q, Hesketh T, Christensen K, Vaupel JW. Survival, disabilities in activities of daily living, and physical and cognitive functioning among the oldest-old in China: a cohort study. Lancet. 2017;389(10079):1619–1629. doi: https://doi.org/10.1016/S0140-6736(17)30548-2.
Searle SD, Mitnitski A, Gahbauer EA, Gill TM, Rockwood K. A standard procedure for creating a frailty index. Bmc Geriatr. 2008;8:24. doi: https://doi.org/10.1186/1471-2318-8-24.
Chen Q, Tang B, Zhai Y, Chen Y, Jin Z, Han H, Gao Y, Wu C, Chen T, He J. Dynamic statistical model for predicting the risk of death among older Chinese people, using longitudinal repeated measures of the frailty index: a prospective cohort study. Age Ageing. 2020;49(6):966–973. doi: https://doi.org/10.1093/ageing/afaa056.
Hu K, Keenan K, Hale JM, Borger T. The association between city-level air pollution and frailty among the elderly population in China. Health Place. 2020;64:102362. doi: https://doi.org/10.1016/j.healthplace.2020.102362.
Song X, Mitnitski A, Rockwood K. Prevalence and 10-year outcomes of frailty in older adults in relation to deficit accumulation. J Am Geriatr Soc. 2010;58(4):681–687. doi: https://doi.org/10.1111/j.1532-5415.2010.02764.x.
Fan J, Yu C, Guo Y, Bian Z, Sun Z, Yang L, Chen Y, Du H, Li Z, Lei Y, et al. Frailty index and all-cause and cause-specific mortality in Chinese adults: a prospective cohort study. Lancet Public Health. 2020;5(12):e650–e660. doi: https://doi.org/10.1016/S2468-2667(20)30113-4.
Canevelli M, Bersani FS, Sciancalepore F, Salzillo M, Cesari M, Tarsitani L, Pasquini M, Ferracuti S, Biondi M, Bruno G. Frailty in Caregivers and Its Relationship with Psychological Stress and Resilience: A Cross-SectionalStudy Based on the Deficit Accumulation Model. J Frailty Aging. 2022;11(1):59–66. doi: https://doi.org/10.14283/jfa.2021.29.
Jackson CL, Patel SR, Jackson WN, Lutsey PL, Redline S. Agreement between self-reported and objectively measured sleep duration among white, black, Hispanic, and Chinese adults in the United States: Multi-Ethnic Study of Atherosclerosis. Sleep. 2018;41(6). doi: https://doi.org/10.1093/sleep/zsy057.
Adelantado-Renau M, Beltran-Valls MR, Migueles JH, Artero EG, Legaz-Arrese A, Capdevila-Seder A, Moliner-Urdiales D. Associations between objectively measured and self-reported sleep with academic and cognitive performance in adolescents: DADOS study. J Sleep Res. 2019;28(4):e12811. doi: https://doi.org/10.1111/jsr.12811.
Liu H, Li D, Zhao X, Fang B, Zhang Q, Li T. Longitudinal Impact of Frailty States and Sleep Duration on Subsequent Depressive Symptoms of Older Adults. J Am Geriatr Soc. 2021;69(4):1003–1011. doi: https://doi.org/10.1111/jgs.16999.
Zeng Y, Gu D, Purser J, Hoenig H, Christakis N. Associations of environmental factors with elderly health and mortality in China. Am J Public Health. 2010;100(2):298–305. doi: https://doi.org/10.2105/AJPH.2008.154971.
Zhu A, Yan L, Wu C, Ji JS. Residential Greenness and Frailty Among Older Adults: A Longitudinal Cohort in China. J Am Med Dir Assoc. 2020;21(6):759–765. doi: https://doi.org/10.1016/j.jamda.2019.11.006.
Fine J, Gray R, Jason P. A proportional hazards model for the subdistribution of competing risks in survival analysis. 1999.
Berry SD, Ngo L, Samelson EJ, Kiel DP. Competing risk of death: an important consideration in studies of older adults. J Am Geriatr Soc. 2010;58(4):783–787. doi: https://doi.org/10.1111/j.1532-5415.2010.02767.x.
Hammami S, Zarrouk A, Piron C, Almas I, Sakly N, Latteur V. Prevalence and factors associated with frailty in hospitalized older patients. Bmc Geriatr. 2020;20(1):144. doi: https://doi.org/10.1186/s12877-020-01545-4.
Yu K, Lv J, Qiu G, Yu C, Guo Y, Bian Z, Yang L, Chen Y, Wang C, Pan A, et al. Cooking fuels and risk of all-cause and cardiopulmonary mortality in urban China: a prospective cohort study. Lancet Glob Health. 2020;8(3):e430–e439. doi: https://doi.org/10.1016/S2214-109X(19)30525-X.
Twisk JW. Longitudinal data analysis. A comparison between generalized estimating equations and random coefficient analysis. Eur J Epidemiol. 2004;19(8):769–776. doi: https://doi.org/10.1023/b:ejep.0000036572.00663.f2.
Mohd Suffian NI, Adznam SNA, Abu Saad H, Chan YM, Ibrahim Z, Omar N, Murat MF. Frailty Intervention through Nutrition Education and Exercise (FINE). A Health Promotion Intervention to Prevent Frailty and Improve Frailty Status among Pre-Frail Elderly-A Study Protocol of a Cluster Randomized Controlled Trial. Nutrients. 2020;12(9):2758. doi: https://doi.org/10.3390/nu12092758.
Youngstedt SD, Kripke DF. Long sleep and mortality: rationale for sleep restriction. Sleep Med Rev. 2004;8(3):159–174. doi: https://doi.org/10.1016/j.smrv.2003.10.002.
Kulminski AM, Ukraintseva SV, Kulminskaya IV, Arbeev KG, Land K, Yashin AI. Cumulative deficits better characterize susceptibility to death in elderly people than phenotypic frailty: lessons from the Cardiovascular Health Study. J Am Geriatr Soc. 2008;56(5):898–903. doi: https://doi.org/10.1111/j.1532-5415.2008.01656.x.
Yang J, Pan Z, He Y, Zhao F, Feng X, Liu Q, Lyu J. Competing-risks model for predicting the prognosis of penile cancer based on the SEER database. Cancer Med. 2019;8(18):7881–7889. doi: https://doi.org/10.1002/cam4.2649.
Chen HC, Hsu NW, Chou P. The Association Between Sleep Duration and Hand Grip Strength in Community-Dwelling Older Adults: The Yilan Study, Taiwan. Sleep. 2017;40(4). doi: https://doi.org/10.1093/sleep/zsx021.
Kwon YJ, Jang SY, Park EC, Cho AR, Shim JY, Linton JA. Long Sleep Duration is Associated With Sarcopenia in Korean Adults Based on Data from the 2008–2011 KNHANES. J Clin Sleep Med. 2017;13(9):1097–1104. doi: https://doi.org/10.5664/jcsm.6732.
Piovezan RD, Abucham J, Dos SR, Mello MT, Tufik S, Poyares D. The impact of sleep on age-related sarcopenia: Possible connections and clinical implications. Ageing Res Rev. 2015;23(Pt B):210–220. doi: https://doi.org/10.1016/j.arr.2015.07.003.
Lee WJ, Peng LN, Liang CK, Chiou ST, Chen LK. Long sleep duration, independent of frailty and chronic Inflammation, was associated with higher mortality: A national population-based study. Geriatr Gerontol Int. 2017;17(10):1481–1487. doi: https://doi.org/10.1111/ggi.12899.
Williams CJ, Hu FB, Patel SR, Mantzoros CS. Sleep duration and snoring in relation to biomarkers of cardiovascular disease risk among women with type 2 diabetes. Diabetes Care. 2007;30(5):1233–1240. doi: https://doi.org/10.2337/dc06-2107.
Qian YX, Liu JH, Ma QH, Sun HP, Xu Y, Pan CW. Associations of sleep durations and sleep-related parameters with metabolic syndrome among older Chinese adults. Endocrine. 2019;66(2):240–248. doi: https://doi.org/10.1007/s12020-019-02064-y.
Wang H, Zee P, Reid K, Chervin RD, Patwari PP, Wang B, Li Z, Tang G, Liu X, Yang J, et al. Gender-specific association of sleep duration with blood pressure in rural Chinese adults. Sleep Med. 2011;12(7):693–699. doi: https://doi.org/10.1016/j.sleep.2010.12.019.
Gu D, Sautter J, Pipkin R, Zeng Y. Sociodemographic and health correlates of sleep quality and duration among very old Chinese. Sleep. 2010;33(5):601–610. doi: https://doi.org/10.1093/sleep/33.5.601.
Du S, Dong J, Zhang H, Jin S, Xu G, Liu Z, Chen L, Yin H, Sun Z. Taichi exercise for self-rated sleep quality in older people: a systematic review and meta-analysis. Int J Nurs Stud. 2015;52(1):368–379. doi: https://doi.org/10.1016/j.ijnurstu.2014.05.009.
Kong LN, Lyu Q, Yao HY, Yang L, Chen SZ. The prevalence of frailty among community-dwelling older adults with diabetes: A meta-analysis. Int J Nurs Stud. 2021;119:103952. doi: https://doi.org/10.1016/j.ijnurstu.2021.103952.
Dupre ME, Gu D, Warner DF, Yi Z. Frailty and type of death among older adults in China: prospective cohort study. BMJ. 2009;338:b1175. doi: 10.1136/bmj.b1175.
Jackson CL, Ward JB, Johnson DA, Sims M, Wilson J, Redline S. Concordance between self-reported and actigraphy-assessed sleep duration among African-American adults: findings from the Jackson Heart Sleep Study. Sleep. 2020;43(3). doi: https://doi.org/10.1093/sleep/zsz246.
Acknowledgments
The authors gratefully acknowledge the participants involved in this study, the hard work of investigators and valuable suggestions given by Ying Chen.
Funding
Funding sources: This study was funded by The National Natural Science Foundation of China (Grant numbers: 71974142 and 71910107004) and Humanity and Social Science Youth foundation of Ministry of Education of China (21YJCZH098).
Author information
Authors and Affiliations
Contributions
Author contributions: All the authors meet the criteria for authorship and all authors’ specific areas of contributions are listed below. Study concept and design: Qi Lu and Yue Zhao. Acquisition and screen of data: Xiaojun Zhang, Bingxin Ma and Jin Yang. Analysis and interpretation of data: Shixiang Chen, Yulu Wang, Zhaonan Wang and Cuiyu Deng. Drafting of the manuscript: Shixiang Chen. Critical revision of the manuscript for important intellectual content: Qi Lu and Yue Zhao.
Corresponding authors
Ethics declarations
Competing interests: None.
Ethic approval: The study was approved by the Research Ethics Committee of Peking University (IRB00001052-13074), and written consent was obtained from all participants or their legal representatives.
Additional information
Joint first authors: Shixiang Chen and Yulu Wang
Electronic supplementary material
Rights and permissions
About this article
Cite this article
Chen, S., Wang, Y., Wang, Z. et al. Sleep Duration and Frailty Risk among Older Adults: Evidence from a Retrospective, Population-Based Cohort Study. J Nutr Health Aging 26, 383–390 (2022). https://doi.org/10.1007/s12603-022-1766-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12603-022-1766-z