{"title":"久坐时间和全身健康负担:美国一项基于人群的研究中肌肉、脂肪和血管表型的非线性关联","authors":"Chen Hu, Yang Song, Dong Sun, Zhenghui Lu, Hairong Chen, Xuanzhen Cen, Danica Janićijević, Zsolt Radak, Zixiang Gao, Julien Steven Baker, Yaodong Gu","doi":"10.3390/healthcare13182309","DOIUrl":null,"url":null,"abstract":"<p><p><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.</p>","PeriodicalId":12977,"journal":{"name":"Healthcare","volume":"13 18","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12469714/pdf/","citationCount":"0","resultStr":"{\"title\":\"Sedentary Duration and Systemic Health Burden: Nonlinear Associations with Muscle, Fat, and Vascular Phenotypes in a US Population-Based Study.\",\"authors\":\"Chen Hu, Yang Song, Dong Sun, Zhenghui Lu, Hairong Chen, Xuanzhen Cen, Danica Janićijević, Zsolt Radak, Zixiang Gao, Julien Steven Baker, Yaodong Gu\",\"doi\":\"10.3390/healthcare13182309\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><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.</p>\",\"PeriodicalId\":12977,\"journal\":{\"name\":\"Healthcare\",\"volume\":\"13 18\",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12469714/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Healthcare\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3390/healthcare13182309\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Healthcare","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3390/healthcare13182309","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
Sedentary Duration and Systemic Health Burden: Nonlinear Associations with Muscle, Fat, and Vascular Phenotypes in a US Population-Based Study.
Background: 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. Methods: 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. Results: 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, p < 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. Conclusions: 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.
期刊介绍:
Healthcare (ISSN 2227-9032) is an international, peer-reviewed, open access journal (free for readers), which publishes original theoretical and empirical work in the interdisciplinary area of all aspects of medicine and health care research. Healthcare publishes Original Research Articles, Reviews, Case Reports, Research Notes and Short Communications. We encourage researchers to publish their experimental and theoretical results in as much detail as possible. For theoretical papers, full details of proofs must be provided so that the results can be checked; for experimental papers, full experimental details must be provided so that the results can be reproduced. Additionally, electronic files or software regarding the full details of the calculations, experimental procedure, etc., can be deposited along with the publication as “Supplementary Material”.