Muscle quality index is associated with trouble sleeping: a cross-sectional population based study
Top Cited Papers
Open Access
- 14 March 2023
- journal article
- research article
- Published by Springer Nature in BMC Public Health
- Vol. 23 (1) , 1-10
Abstract
Background: Trouble sleeping is one of the major health issues nowadays. Current evidence on the correlation between muscle quality and trouble sleeping is limited. Methods: A cross-sectional study design was applied and participants aged from 18 to 60 years in the National Health and Nutrition Examination Survey (NHANES) 2011–2014 was used for analysis. Muscle quality index (MQI) was quantitatively calculated as handgrip strength (HGS, kg) sum/ arm and appendicular skeletal muscle mass (ASM, kg) by using the sum of the non-dominant hand and dominant hand. Sleeping data was obtained by interviews and self-reported by individuals. The main analyses utilized weighted multivariable logistic regression models according to the complex multi-stage sampling design of NHANES. Restricted cubic spline model was applied to explore the non-linear relationship between MQI and trouble sleeping. Moreover, subgroup analyses concerning sociodemographic and lifestyle factors were conducted in this study. Results: 5143 participants were finally included in. In the fully adjusted model, an increased level of MQI was significantly associated with a lower odds ratio of trouble sleeping, with OR = 0.765, 95% CI: (0.652,0.896), p = 0.011. Restricted cubic spline showed a non-linear association between MQI and trouble sleeping. However, it seemed that the prevalence of trouble sleeping decreased with increasing MQI until it reached 2.362, after which the odds ratio of trouble sleeping reached a plateau. Subgroup analyses further confirmed that the negative association between the MQI and trouble sleeping was consistent and robust across groups. Conclusion: Overall, this study revealed that MQI can be used as a reliable predictor in odds ratio of trouble sleeping. Maintaining a certain level of muscle mass would be beneficial to sleep health. However, this was a cross-sectional study, and causal inference between MQI and trouble sleeping was worthy of further exploration.Keywords
This publication has 37 references indexed in Scilit:
- Muscle quality index improves with resistance exercise training in older adultsExperimental Gerontology, 2014
- Global physical activity levels: surveillance progress, pitfalls, and prospectsThe Lancet, 2012
- Testosterone but not estradiol level is positively related to muscle strength and physical performance independent of muscle mass: a cross-sectional study in 1489 older menEuropean Journal of Endocrinology, 2011
- Muscle Quality, Aerobic Fitness and Fat Mass Predict Lower-Extremity Physical Function in Community-Dwelling Older AdultsGerontology, 2007
- An international survey of insomnia: under-recognition and under-treatment of a polysymptomatic conditionCurrent Medical Research and Opinion, 2005
- Coordination of circadian timing in mammalsNature, 2002
- Circadian rhythms from flies to humanNature, 2002
- Flexible regression models with cubic splinesStatistics in Medicine, 1989
- Age-Related Alterations in the Circadian Rhythms of Pulsatile Luteinizing Hormone and Testosterone Secretion in Healthy MenJournal of Gerontology, 1988
- Integrated Concentration and Circadian Variation of Plasma Testosterone in Normal MenThe Journal of Clinical Endocrinology & Metabolism, 1973