Hu Chen, Song Yang, Sun Dong, Lu Zhenghui, Chen Hairong, Cen Xuanzhen, Janićijević Danica, Radak Zsolt, Gao Zixiang, Baker Julien Steven, Gu Yaodong
Faculty of Sports Science, Ningbo University, Ningbo 315211, China.
Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China.
Healthcare (Basel). 2025 Sep 16;13(18):2309. doi: 10.3390/healthcare13182309.
Sedentary behavior (SB) is a growing public health concern associated with cardiometabolic risk; yet few studies have assessed integrated physiological responses across the muscle-fat-vascular system. This retrospective cross-sectional analysis used data from 13,637 participants (≥12 years) in the 2011-2018 National Health and Nutrition Examination Survey (NHANES). Sedentary duration (SD) was self-reported via a validated questionnaire. Outcomes included the sarcopenic index (SI), fat distribution index (FDI), and pulse pressure index (PPI). Associations were examined using multivariable linear regression and restricted cubic spline models, adjusting for sociodemographic and lifestyle factors. Subgroup analyses explored effect modification by body mass index (BMI), sex, race/ethnicity, education, and self-rated health. Each additional hour/day of SD was associated with a lower SI (β = -0.004, 95% CI: -0.005 to -0.002), lower FDI (β = -0.009, 95% CI: -0.012 to -0.007), and higher PPI (β = 0.001, 95% CI: 0.000 to 0.002). The SD-SI association was nonlinear, with a threshold at 10.73 h/day: below this point, the SI declined sharply (β = -0.001, < 0.001), while above it the slope plateaued or reversed. The FDI showed consistent adverse associations across the SD range, particularly in men and individuals with lower education. The PPI was significantly elevated with SD only among non-Hispanic Black participants. SD is differentially associated with muscle mass, fat distribution, and vascular function, with overlapping inflection points indicating a coordinated multisystem response to sedentary stress. These findings support targeting <10.7 h/day sedentary time as a potential intervention threshold.
久坐行为(SB)是一个日益引起公众健康关注的问题,与心血管代谢风险相关;然而,很少有研究评估肌肉-脂肪-血管系统的综合生理反应。这项回顾性横断面分析使用了2011 - 2018年国家健康和营养检查调查(NHANES)中13637名参与者(≥12岁)的数据。久坐时长(SD)通过经过验证的问卷进行自我报告。结果指标包括肌肉减少症指数(SI)、脂肪分布指数(FDI)和脉压指数(PPI)。使用多变量线性回归和受限立方样条模型进行关联分析,并对社会人口统计学和生活方式因素进行了调整。亚组分析探讨了体重指数(BMI)、性别、种族/族裔、教育程度和自我评估健康状况对效应的修正作用。每天久坐时长每增加1小时,与较低的SI(β = -0.004,95%置信区间:-0.005至-0.002)、较低的FDI(β = -0.009,95%置信区间:-0.012至-0.007)以及较高的PPI(β = 0.001,95%置信区间:0.000至0.002)相关。SD与SI的关联是非线性的,阈值为每天10.73小时:低于此点,SI急剧下降(β = -0.001,P < 0.001),而高于此点,斜率趋于平稳或反转。FDI在整个SD范围内均显示出一致的不良关联。仅在非西班牙裔黑人参与者中,PPI随SD显著升高。SD与肌肉质量、脂肪分布和血管功能存在差异关联,重叠的拐点表明对久坐压力的多系统协调反应。这些发现支持将每天久坐时间<10.7小时作为潜在的干预阈值。