Sedentary Duration and Systemic Health Burden: Nonlinear Associations with Muscle, Fat, and Vascular Phenotypes in a US Population-Based Study

<b>Background:</b> 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. <b>Methods:</b> 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. <b>Results:</b> 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, <i>p</i> < 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. <b>Conclusions:</b> 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.

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Journal
Healthcare
Published
2025-09-16
DOI
https://doi.org/10.3390/healthcare13182309
Primary Topic
Physical Activity and Health
Type
article
Field-Weighted Citation Impact
0.00

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article

Sedentary Duration and Systemic Health Burden: Nonlinear Associations with Muscle, Fat, and Vascular Phenotypes in a US Population-Based Study

Yang Song, Danica Janićijević, Chen Hu, Zixiang Gao et al.
Healthcare
Physical Activity and Health
article

Sedentary Duration and Systemic Health Burden: Nonlinear Associations with Muscle, Fat, and Vascular Phenotypes in a US Population-Based Study

Yang Song, Danica Janićijević, Chen Hu, Zixiang Gao, Zhenghui Lu, Zsolt O. Radak, Yaodong Gu, Dong Sun, Xuanzhen Cen, Julien S. Baker, Hairong Chen
article en

Abstract

<b>Background:</b> 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. <b>Methods:</b> 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. <b>Results:</b> 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, <i>p</i> < 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. <b>Conclusions:</b> 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.

HealthcareVol. 13(18)
Obuda University (HU), Ningbo University (CN), University of Pannonia (HU), Hong Kong Polytechnic University (HK), University of Calgary (CA), Universidad de Granada (ES), Hungarian School Sport Federation (HU), University of the West of Scotland (GB)
Ningbo University, Natural Science Foundation of Ningbo
Openalex Percentile: Top 69%
Physical Activity and Health
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