Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China.
Office of Hospital Level Review, Shenzhen Longhua District Central Hospital, Shenzhen, China.
Front Public Health. 2022 Nov 24;10:1017727. doi: 10.3389/fpubh.2022.1017727. eCollection 2022.
This study aimed to investigate multi-trajectories of systolic and diastolic hypertension and assess their association with the risk of coronary heart disease (CHD) in middle-aged and older Chinese adults.
The study cohort comprised 4,102 individuals aged 40-75 years with records of at least four systolic blood pressure (SBP) and diastolic blood pressure (DBP). A group-based multi-trajectory model was adopted to identify multi-trajectories of systolic and diastolic hypertension, followed by a logistic model to assess the independent associations between these trajectories and CHD risk. The multinomial logistic model was used to evaluate the impact of baseline covariates on trajectory groups.
Six distinct trajectories for systolic and diastolic hypertension were identified which represent distinct stages of hypertension and were characterized as low-stable, low-increasing, medium-decreasing, medium-increasing-decreasing, isolated systolic hypertension phase, and high-decreasing. Compared with the low-stable group, the adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were 2.23 (1.34-3.70) for the medium-increasing-decreasing group and 1.87 (1.12-3.11) for the high-decreasing group after adjustment for baseline covariates. Compared with the low-increasing group, the ORs and 95% CIs were 1.88 (1.06-3.31) for the medium-increasing-decreasing group. Age, gender, drinking, body mass index (BMI), triglyceride (TG), and fasting plasma glucose (FPG) were independent predictors for trajectory groups 4 and 6.
Novel, clinically defined multi-trajectories of systolic and diastolic hypertension were identified. Middle-aged and older adults with medium-increasing-decreasing or high-decreasing blood pressure trajectories are potentially critical periods for the development of CHD. Preventing adverse changes in hypertension status and reducing the high risk of CHD is necessary for people in distinct trajectory groups.
本研究旨在探讨收缩压和舒张压的多轨迹变化,并评估其与中年及以上中国成年人冠心病(CHD)风险的关系。
研究队列包括 4102 名年龄在 40-75 岁、至少有四次收缩压(SBP)和舒张压(DBP)记录的个体。采用基于群组的多轨迹模型识别收缩压和舒张压的多轨迹变化,然后采用逻辑模型评估这些轨迹与 CHD 风险的独立关联。采用多项逻辑回归模型评估基线协变量对轨迹组的影响。
确定了 6 种不同的收缩压和舒张压高血压轨迹,代表了高血压的不同阶段,其特征为低稳定、低升高、中降低、中升高-降低、孤立性收缩期高血压阶段和高降低。与低稳定组相比,调整后的比值比(OR)和 95%置信区间(CI)分别为中升高-降低组 2.23(1.34-3.70)和高降低组 1.87(1.12-3.11),校正了基线协变量。与低升高组相比,中升高-降低组的 OR 和 95%CI 为 1.88(1.06-3.31)。年龄、性别、饮酒、体重指数(BMI)、甘油三酯(TG)和空腹血糖(FPG)是轨迹组 4 和 6 的独立预测因素。
本研究确定了收缩压和舒张压的新的、临床定义的多轨迹变化。中升高-降低或高降低血压轨迹的中年及以上成年人可能处于 CHD 发展的关键时期。对于不同轨迹组的人群,预防高血压状态的不良变化和降低 CHD 的高风险是必要的。