体质量指数的变化与不同职业类型人群高血压的关联性OA
Association between changes in body mass index and hypertension among different occupa-tional groups
[背景]随着职业人群肥胖率持续攀升及高血压患病年轻化趋势加剧,体重动态变化模式对职业人群心血管健康的长期影响亟待研究,尤其在职业特异性防控策略层面缺少轨迹模型研究证据. [目的]探讨中国成年职业人群中体质量指数(BMI)的长期动态变化轨迹对高血压发病风险的影响,并分析该关联的职业特异性. [方法]基于中国健康与营养调查(CHNS)1991-2018年共 10轮随访数据,构建了 4 413名职业人群动态亚队列,研究对象在结局事件发生前至少在三个独立随访时点具有关键BMI生理指标有效记录,个人基线时间设定为其首次参与调查的年份.采用基于群体的轨迹建模(GBTM)识别BMI变化模式.应用Cox比例风险回归模型评估不同BMI轨迹组高血压发病的风险比(HR)及其95%置信区间(CI),并依据职业类别进行分层分析. [结果]在 4 413名职业人群中,共发生 1 441例新发高血压事件.研究识别出三种BMI长期轨迹:低值稳定组、中值缓升组、高值上升组.在全调整的模型 3中,与低值稳定组相比,中值缓升组新发高血压的风险增加(HR=1.28,95%CI:1.12~1.45,P<0.001),高值上升组风险亦增高(HR=1.80,95%CI:1.45~2.23,P<0.001).职业分层分析显示,BMI轨迹与高血压风险的关联存在职业差异.在农民群体中,中值缓升组(HR=1.35,95%CI:1.15~1.57)和高值上升组(HR=2.00,95%CI:1.50~2.66)发病风险均升高(均P<0.001);在职员群体中,仅高值上升组高血压风险增加(HR=1.97,95%CI:1.23~3.17,P<0.05). [结论]职业人群中,BMI快速升高是高血压发病风险的重要因素.建议针对高风险职业人群,加强体重的长期动态监测并实施个性化的干预措施以防控高血压.
[Background]With rising obesity rates and earlier hypertension onset among occupational pop-ulations,there is an urgent need to elucidate the long-term cardiovascular impacts of dynamic body weight patterns.Current evidence lacks trajectory modeling studies examining occupation-specific prevention strategies. [Objective]To investigate the association between long-term body mass index(BMI)trajectories and incident hypertension risk in Chinese working adults,and to examine occupation-specific heterogeneity in this relationship. [Methods]A dynamic sub-cohort of 4 413 occupational participants was constructed from ten survey waves(1991-2018)of the China Health and Nutrition Survey(CHNS).Eligible individuals had valid key BMI records at three or more independent follow-ups before the outcome event;the individual baseline was set as the year of their first participation in the survey.Group-based trajectory modeling(GBTM)was used to identify BMI change patterns.Cox proportional hazards regression was used to calculate hazard ratios(HRs)and 95%confidence interval(CI)for hypertension incidence across trajectory groups,with stratified analysis by occupational categories. [Results]Among 4 413 occupational participants,1 441 incident hypertension cases were reported during the follow-up window.Three long-term BMI trajectories were identified:low-stable,moderate-slowly rising,and high-rising.In Model 3 with all selected confounders adjusted,compared with the low-stable group,the moderate-slowly rising group showed a significantly higher risk of incident hypertension(HR=1.28,95%CI:1.12,1.45;P<0.001),as did the high-increasing group(HR=1.80,95%CI:1.45,2.23;P<0.001).The stratified analyses revealed occupational differences in the association.Among agricultural workers,the moderate-slowly rising group(HR=1.35,95%CI:1.15,1.57)and the high-rising group(HR=2.00,95%CI:1.50,2.66)both exhibited significantly increased risks of hypertension(P<0.001).Conversely,among white-collar workers,an increased risk of hypertension was observed only in the high-rising group(HR=1.97,95%CI:1.23,3.17;P<0.05). [Conclusion]Rapid BMI escalation constitutes a significant risk factor for incident hypertension in occupational populations.Targeted long-term weight monitoring and tailored interventions are recommended for high-risk occupations.
陆中婷;张继国;王志宏;陈黎黎;姜红如;郝丽鑫;王柳森;李惟怡;吴宇;王惠君;张兵
中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050中国疾病预防控制中心营养与健康所,北京 100050||国家卫生健康委公共营养与健康重点实验室,北京 100050
医药卫生
体质量指数高血压职业人群轨迹分析中国健康与营养调查
body mass indexhypertensionoccupational grouptrajectory analysisChina Health and Nutrition Survey
《环境与职业医学》 2026 (2)
168-173,181,7
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