Urinary Surgery department, Guang Yuan Mental Health Center, Sichuan, China.
Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan, China.
PLoS One. 2024 Jul 15;19(7):e0306661. doi: 10.1371/journal.pone.0306661. eCollection 2024.
The aim of this study was to investigate the association between sleep duration and muscle quality index (MQI) in middle-aged and older age groups, as limited evidence exists on this topic.
In order to assess the relationship between sleep duration and MQI, a cross-sectional study was undertaken, utilizing data from the National Health and Nutrition Examination Survey (NHANES) acquired during the period from 2011 to 2014. The study comprised a total of 4598 participants aged 20 years and above. To examine the association between sleep duration and MQI, sophisticated weighted multivariate linear regression models were employed. Additionally, smooth curve fitting techniques were applied to examine the possibility of any non-linear relationship between the two variables.
The average age of the adults who were enrolled in the study was 38.48±11.69 years, and 46.75% of them were female. The results of the multivariable linear regression models showed that sleep duration had a positive correlation with MQI. However, when subgroup analysis was conducted, it was found that this positive correlation only existed among women (β = 0.09, 95% CI: 0.014 to 0.167). To further confirm the differences between sexes in the relationship between sleep duration and MQI, a weighted generalized additive model (GAM) was used.
This research study provides evidence that there is a positive correlation between the duration of sleep and MQI specifically in females, while no such association was observed in males. These findings shed light on the existence of gender disparities in the connection between sleep duration and MQI.
本研究旨在探讨睡眠时长与肌肉质量指数(MQI)在中年和老年人群中的关联,因为关于这个主题的证据有限。
为了评估睡眠时长与 MQI 之间的关系,进行了一项横断面研究,利用了 2011 年至 2014 年期间国家健康和营养检查调查(NHANES)的数据。该研究共纳入了 4598 名年龄在 20 岁及以上的参与者。为了检验睡眠时长与 MQI 之间的关联,采用了复杂的加权多元线性回归模型。此外,还应用了平滑曲线拟合技术来检验这两个变量之间是否存在非线性关系的可能性。
参与研究的成年人的平均年龄为 38.48±11.69 岁,其中 46.75%为女性。多变量线性回归模型的结果表明,睡眠时长与 MQI 呈正相关。然而,当进行亚组分析时,发现这种正相关仅存在于女性中(β=0.09,95%CI:0.014 至 0.167)。为了进一步证实性别在睡眠时长与 MQI 之间的关系上存在差异,使用了加权广义加性模型(GAM)。
本研究提供了证据表明,睡眠时长与 MQI 之间存在正相关,这种相关性仅在女性中存在,而在男性中则不存在。这些发现揭示了睡眠时长与 MQI 之间的关联存在性别差异。