Dan-Qing Liao, Hao-Jie Chen, Hong-Min Li, Jian Gao, Xu-Lian Tang, Li-Ying Du, Shu-Min Lai, Wen-Fang Zhong, Hong-Xuan Huang, Zhi-Yuan Xiong, Pei-Liang Chen, Ling Kuang, Bing-Yun Zhang, Jin Yang, Qing-Mei Huang, Dan Liu, Pei-Dong Zhang, Chen Mao, Zhi-Hao Li
{"title":"加速度计衍生的身体活动模式与2型糖尿病的发生:一项前瞻性队列研究。","authors":"Dan-Qing Liao, Hao-Jie Chen, Hong-Min Li, Jian Gao, Xu-Lian Tang, Li-Ying Du, Shu-Min Lai, Wen-Fang Zhong, Hong-Xuan Huang, Zhi-Yuan Xiong, Pei-Liang Chen, Ling Kuang, Bing-Yun Zhang, Jin Yang, Qing-Mei Huang, Dan Liu, Pei-Dong Zhang, Chen Mao, Zhi-Hao Li","doi":"10.1186/s12966-025-01734-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Emerging evidence suggests a significant relationship between the duration of physical activity (PA) and the incidence of type 2 diabetes (T2D). However, the association between the \"weekend warrior\" (WW) pattern-characterized by concentrated moderate-to-vigorous PA (MVPA) over one to two days-and T2D remains unclear.</p><p><strong>Methods: </strong>This prospective cohort study aims to utilize device-measured PA data to investigate the associations between PA patterns and T2D. Individuals were divided into three MVPA patterns on the basis of WHO guidelines: inactive (< 150 min), active WW (≥ 150 min with ≥ 50% of total MVPA achieved in one to two days), and active regular (≥ 150 min but not active WW). These patterns were also evaluated using sample percentile thresholds. The relationships between PA patterns and the risk of T2D were analysed employing Cox proportional hazards models.</p><p><strong>Results: </strong>A total of 1972 participants developed T2D over a 7.9-year median follow-up period. In the fully adjusted model, both active patterns demonstrated comparable reductions in the risk of developing T2D (active WW: hazard ratio [HR] 0.64, 95% confidence interval [CI] 0.58-0.71; active regular: 0.56, 0.49-0.64). Moreover, the risk of T2D exhibited a progressive decline as the duration of MVPA increased across both active patterns.</p><p><strong>Conclusions: </strong>Engaging in MVPA for one or two days per week provides comparable protective benefits against the incidence of T2D as more evenly distributed PA. Additionally, exceeding the current guidelines may confer even greater advantages.</p>","PeriodicalId":50336,"journal":{"name":"International Journal of Behavioral Nutrition and Physical Activity","volume":"22 1","pages":"38"},"PeriodicalIF":5.6000,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11956271/pdf/","citationCount":"0","resultStr":"{\"title\":\"Accelerometer-derived physical activity patterns and incident type 2 diabetes: a prospective cohort study.\",\"authors\":\"Dan-Qing Liao, Hao-Jie Chen, Hong-Min Li, Jian Gao, Xu-Lian Tang, Li-Ying Du, Shu-Min Lai, Wen-Fang Zhong, Hong-Xuan Huang, Zhi-Yuan Xiong, Pei-Liang Chen, Ling Kuang, Bing-Yun Zhang, Jin Yang, Qing-Mei Huang, Dan Liu, Pei-Dong Zhang, Chen Mao, Zhi-Hao Li\",\"doi\":\"10.1186/s12966-025-01734-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Emerging evidence suggests a significant relationship between the duration of physical activity (PA) and the incidence of type 2 diabetes (T2D). However, the association between the \\\"weekend warrior\\\" (WW) pattern-characterized by concentrated moderate-to-vigorous PA (MVPA) over one to two days-and T2D remains unclear.</p><p><strong>Methods: </strong>This prospective cohort study aims to utilize device-measured PA data to investigate the associations between PA patterns and T2D. Individuals were divided into three MVPA patterns on the basis of WHO guidelines: inactive (< 150 min), active WW (≥ 150 min with ≥ 50% of total MVPA achieved in one to two days), and active regular (≥ 150 min but not active WW). These patterns were also evaluated using sample percentile thresholds. The relationships between PA patterns and the risk of T2D were analysed employing Cox proportional hazards models.</p><p><strong>Results: </strong>A total of 1972 participants developed T2D over a 7.9-year median follow-up period. In the fully adjusted model, both active patterns demonstrated comparable reductions in the risk of developing T2D (active WW: hazard ratio [HR] 0.64, 95% confidence interval [CI] 0.58-0.71; active regular: 0.56, 0.49-0.64). Moreover, the risk of T2D exhibited a progressive decline as the duration of MVPA increased across both active patterns.</p><p><strong>Conclusions: </strong>Engaging in MVPA for one or two days per week provides comparable protective benefits against the incidence of T2D as more evenly distributed PA. Additionally, exceeding the current guidelines may confer even greater advantages.</p>\",\"PeriodicalId\":50336,\"journal\":{\"name\":\"International Journal of Behavioral Nutrition and Physical Activity\",\"volume\":\"22 1\",\"pages\":\"38\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-03-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11956271/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Behavioral Nutrition and Physical Activity\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12966-025-01734-7\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"NUTRITION & DIETETICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Behavioral Nutrition and Physical Activity","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12966-025-01734-7","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NUTRITION & DIETETICS","Score":null,"Total":0}
Accelerometer-derived physical activity patterns and incident type 2 diabetes: a prospective cohort study.
Background: Emerging evidence suggests a significant relationship between the duration of physical activity (PA) and the incidence of type 2 diabetes (T2D). However, the association between the "weekend warrior" (WW) pattern-characterized by concentrated moderate-to-vigorous PA (MVPA) over one to two days-and T2D remains unclear.
Methods: This prospective cohort study aims to utilize device-measured PA data to investigate the associations between PA patterns and T2D. Individuals were divided into three MVPA patterns on the basis of WHO guidelines: inactive (< 150 min), active WW (≥ 150 min with ≥ 50% of total MVPA achieved in one to two days), and active regular (≥ 150 min but not active WW). These patterns were also evaluated using sample percentile thresholds. The relationships between PA patterns and the risk of T2D were analysed employing Cox proportional hazards models.
Results: A total of 1972 participants developed T2D over a 7.9-year median follow-up period. In the fully adjusted model, both active patterns demonstrated comparable reductions in the risk of developing T2D (active WW: hazard ratio [HR] 0.64, 95% confidence interval [CI] 0.58-0.71; active regular: 0.56, 0.49-0.64). Moreover, the risk of T2D exhibited a progressive decline as the duration of MVPA increased across both active patterns.
Conclusions: Engaging in MVPA for one or two days per week provides comparable protective benefits against the incidence of T2D as more evenly distributed PA. Additionally, exceeding the current guidelines may confer even greater advantages.
期刊介绍:
International Journal of Behavioral Nutrition and Physical Activity (IJBNPA) is an open access, peer-reviewed journal offering high quality articles, rapid publication and wide diffusion in the public domain.
IJBNPA is devoted to furthering the understanding of the behavioral aspects of diet and physical activity and is unique in its inclusion of multiple levels of analysis, including populations, groups and individuals and its inclusion of epidemiology, and behavioral, theoretical and measurement research areas.