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高血压中老年个体认知表现纵向轨迹的异质性:一项为期8年队列研究中的生长混合模型

Heterogeneity in longitudinal trajectories of cognitive performance among middle-aged and older individuals with hypertension: Growth mixture modeling across an 8-year cohort study.

作者信息

Zhang Baiyang, Jiang Shaohua

机构信息

West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.

出版信息

Hypertens Res. 2022 Jun;45(6):1037-1046. doi: 10.1038/s41440-021-00829-5. Epub 2021 Dec 24.

DOI:10.1038/s41440-021-00829-5
PMID:34952952
Abstract

Hypertension is one of the most prevalent chronic conditions and has been proven to be related to cognitive function. However, there is no evidence regarding the heterogeneity in cognitive trajectories among persons with hypertension. The aims of the current study were to characterize the heterogeneity in longitudinal trajectories of cognitive performance among Chinese middle-aged and older individuals with hypertension and to explore the potential determinants of trajectory memberships. Data from the 2011 to 2018 Chinese Health and Retirement Longitudinal Study (CHARLS) were utilized. Two cognitive measures of executive function and episodic memory were assessed, and conditional growth mixture modeling (GMM) was performed to identify the trajectories of cognitive performance and explore the related factors of cognitive change. The findings revealed three trajectory classes of executive function (stable, sharp decline, smooth decline) and two trajectory classes of episodic memory (stable, decline). Individuals with hypertension who had a higher educational level, moderate nighttime sleep duration, and lower depressive symptoms as well as those who reported consuming alcohol at least once a month were more likely to belong to the optimal stable executive function group. Subjects with a higher educational level, adequate daytime napping duration, and higher BMI were more likely to exhibit stable episodic memory over time. Other factors, including age, sex, community type, marital status, and hypertension treatment, exhibited class-specific effects on growth parameters of cognitive trajectory. Targeting intervention designation is proposed to ameliorate the burdens of cognitive impairment among individuals with hypertension.

摘要

高血压是最常见的慢性病之一,并且已被证明与认知功能有关。然而,尚无证据表明高血压患者认知轨迹存在异质性。本研究的目的是描述中国中老年高血压患者认知表现纵向轨迹的异质性,并探索轨迹归属的潜在决定因素。利用了2011年至2018年中国健康与养老追踪调查(CHARLS)的数据。评估了执行功能和情景记忆这两种认知指标,并进行了条件生长混合模型(GMM)分析,以确定认知表现的轨迹并探索认知变化的相关因素。研究结果揭示了执行功能的三种轨迹类别(稳定、急剧下降、平稳下降)和情景记忆的两种轨迹类别(稳定、下降)。教育水平较高、夜间睡眠时间适中、抑郁症状较轻以及每月至少饮酒一次的高血压患者更有可能属于最佳稳定执行功能组。教育水平较高、白天午睡时间充足且体重指数较高的受试者随着时间推移更有可能表现出稳定的情景记忆。其他因素,包括年龄、性别、社区类型、婚姻状况和高血压治疗,对认知轨迹的生长参数具有特定类别的影响。建议进行有针对性的干预,以减轻高血压患者的认知障碍负担。

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