King's College London, Division of Cancer Studies, Translational Oncology & Urology Research, London, United Kingdom.
Medical University Innsbruck, Department of Medical Statistics, Informatics, and Health Economics, Innsbruck, Austria.
PLoS One. 2018 Jun 13;13(6):e0197830. doi: 10.1371/journal.pone.0197830. eCollection 2018.
Obesity is suggested to underlie development of other metabolic aberrations, but longitudinal relationships between metabolic factors at various ages has not been studied in detail.
Data from 27,379 men and 32,275 women with in total 122,940 health examinations in the Västerbotten Intervention Project, Sweden and the Vorarlberg Health Monitoring and Prevention Programme, Austria were used to investigate body mass index (BMI), mid-blood pressure, and fasting levels of glucose, triglycerides, and total cholesterol at baseline in relation to 10-year changes of these factors and weight. We included paired examinations performed 10±2 years apart and used them for longitudinal analysis with linear regression of changes between the ages 30 and 40, 40 and 50, or 50 and 60 years.
Higher levels of BMI were associated with increases in glucose and mid-blood pressure as well as triglycerides levels, and, to a lesser extent, decreases in cholesterol levels. For instance, per 5 kg/m2 higher BMI at age 40, glucose at age 50 increased by 0.24 mmol/l (95%CI: 0.22-0.26) and mid-blood pressure increased by 1.54 mm Hg (95%CI: 1.35-1.74). The strongest association observed was between BMI at age 30 and mid-blood pressure, which was 2.12 mm Hg (95% CI: 1.79-2.45) increase over ten years per 5 kg/m2 higher BMI level. This association was observed at an age when blood pressure levels on average remained stable. Other associations than those with BMI at baseline were much weaker. However, triglyceride levels were associated with future glucose changes among individuals with elevated BMI, particularly in the two older age groups.
BMI was most indicative of long-term changes in metabolic factors, and the strongest impact was observed for increases in blood pressure between 30 and 40 years of age. Our study supports that lifestyle interventions preventing metabolic aberrations should focus on avoiding weight increases.
肥胖被认为是其他代谢异常的基础,但不同年龄的代谢因素之间的纵向关系尚未得到详细研究。
我们使用来自瑞典的维斯特博滕干预项目和奥地利的福拉尔贝格健康监测和预防计划的 27379 名男性和 32275 名女性的数据,这些人在总共 122940 次健康检查中,研究了基线时的体重指数(BMI)、中血压以及空腹血糖、甘油三酯和总胆固醇与这些因素和体重 10 年变化的关系。我们纳入了相隔 10±2 年进行的配对检查,并使用线性回归分析了 30-40 岁、40-50 岁和 50-60 岁之间的变化。
较高的 BMI 水平与血糖和中血压升高以及胆固醇水平降低有关,但程度较轻。例如,40 岁时 BMI 每增加 5kg/m2,50 岁时血糖增加 0.24mmol/l(95%CI:0.22-0.26),中血压增加 1.54mmHg(95%CI:1.35-1.74)。观察到的最强关联是 30 岁时的 BMI 与中血压之间的关联,即 BMI 每增加 5kg/m2,10 年内中血压增加 2.12mmHg(95%CI:1.79-2.45)。这种关联发生在血压水平平均保持稳定的年龄。与基线时 BMI 相关的其他关联要弱得多。然而,甘油三酯水平与超重个体未来的血糖变化有关,尤其是在两个较年长的年龄组中。
BMI 是代谢因素长期变化的最具指示性指标,而血压在 30-40 岁之间的升高则具有最强的影响。我们的研究支持预防代谢异常的生活方式干预应侧重于避免体重增加。