Kaiser Permanente Northern California Division of Research, Oakland, CA, United States.
University of Alabama at Birmingham School of Public Health, Birmingham, AL, United States.
Maturitas. 2021 Apr;146:49-56. doi: 10.1016/j.maturitas.2021.02.002. Epub 2021 Feb 6.
Physical activity (PA) has the potential to attenuate cardiovascular disease risk in midlife women through multiple pathways, including improving lipid profiles. Longitudinal patterns of PA and blood lipid levels have not been studied in midlife women. Our study identified trajectories of PA and blood lipids across midlife and characterized the associations between these trajectories.
We evaluated 2,789 participants from the Study of Women's Health Across the Nation (SWAN), a longitudinal cohort study with follow-up over the menopause transition. Women reported PA using the Kaiser Physical Activity Survey at seven study visits across 17 years of follow-up. Serum high-density lipoprotein (HDL) cholesterol, low-density lipoprotein (LDL) cholesterol, and triglycerides were measured at eight study visits across the same 17-year follow-up period. We used group-based trajectory models to characterize trajectories of PA and blood lipids over midlife and dual trajectory models to determine the association between PA and blood lipid trajectories adjusted for race/ethnicity, body mass index category, smoking, and lipid-lowering medication use.
Women were 46 years old, on average, at study entry. Forty-nine percent were non-Hispanic white; 32 % were Black; 10 % were Japanese; and 9 % were Chinese. We identified four PA trajectories, three HDL cholesterol trajectories, four LDL cholesterol trajectories, and two triglyceride trajectories. The most frequently occurring trajectories were the consistently low PA trajectory (69 % of women), the low HDL cholesterol trajectory (43 % of women), the consistently moderate LDL cholesterol trajectory (45 % of women), and the consistently low triglycerides trajectory (90 % of women). In dual trajectory analyses, no clear associations were observed between PA trajectories and HDL cholesterol, LDL cholesterol, or triglycerides trajectories.
The most frequently observed trajectories across midlife were characterized by low physical activity, low HDL cholesterol, moderate LDL cholesterol, and low triglycerides. Despite the absence of an association between long-term trajectories of PA and blood lipids in this study, a large body of evidence has established the importance of clinical and public health messaging and interventions targeted at midlife women to promote regular and sustained PA during midlife to achieve other cardiovascular and metabolic benefits.
身体活动 (PA) 具有通过多种途径减轻中年女性心血管疾病风险的潜力,包括改善血脂谱。尚未研究中年女性身体活动和血液脂质水平的纵向变化模式。我们的研究确定了中年女性身体活动和血液脂质的轨迹,并描述了这些轨迹之间的关联。
我们评估了来自女性健康研究 across the Nation (SWAN) 的 2789 名参与者,这是一项具有绝经过渡期随访的纵向队列研究。女性在 17 年的随访期间的 7 次研究访问中使用 Kaiser 身体活动调查报告身体活动情况。在同一 17 年的随访期间,在 8 次研究访问中测量了血清高密度脂蛋白 (HDL) 胆固醇、低密度脂蛋白 (LDL) 胆固醇和甘油三酯。我们使用基于群组的轨迹模型来描述中年女性身体活动和血液脂质的轨迹,并使用双轨迹模型来确定经过种族/民族、体重指数类别、吸烟和降脂药物使用调整后的身体活动与血液脂质轨迹之间的关联。
女性在研究开始时平均年龄为 46 岁。49%是非西班牙裔白人;32%是黑人;10%是日本人;9%是中国人。我们确定了四种 PA 轨迹、三种 HDL 胆固醇轨迹、四种 LDL 胆固醇轨迹和两种甘油三酯轨迹。最常见的轨迹是始终保持低 PA 水平的轨迹(69%的女性)、始终保持低 HDL 胆固醇水平的轨迹(43%的女性)、始终保持中等 LDL 胆固醇水平的轨迹(45%的女性)和始终保持低甘油三酯水平的轨迹(90%的女性)。在双轨迹分析中,未观察到 PA 轨迹与 HDL 胆固醇、LDL 胆固醇或甘油三酯轨迹之间存在明显关联。
在中年期间观察到的最常见轨迹的特征是低身体活动、低 HDL 胆固醇、中等 LDL 胆固醇和低甘油三酯。尽管本研究中未观察到 PA 和血液脂质的长期轨迹之间存在关联,但大量证据已经确定了向中年女性传达和干预定期和持续身体活动的重要性,以在中年期间实现其他心血管和代谢益处。