埃塞俄比亚DebreAbor医院高血压患者血压测量和心血管疾病并发症生存时间的联合建模随访。

IF 2.6 Q2 PERIPHERAL VASCULAR DISEASE Vascular Health and Risk Management Pub Date : 2023-09-20 eCollection Date: 2023-01-01 DOI:10.2147/VHRM.S418568
Abebe Nega Zelelew, Demeke Lakew Workie
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引用次数: 0

摘要

引言:在当今世界,高血压也被称为一种无声的杀手,是心血管疾病并发症的主要因素。本研究旨在确定影响高血压患者心血管疾病并发症纵向转归和生存时间的因素。方法:在2017年9月至2019年12月期间,在Debre Tabor专科医院随机选择的178名高血压门诊患者中进行回顾性队列研究。使用三种不同的模型来分析数据:双变量混合效应模型、Cox比例风险模型和由共享随机效应连接的纵向和生存子模型的双变量联合模型。结果:基于最小Akaike信息标准值,双变量混合效应和Cox比例风险生存子模型是联合优选的。关联参数的估计值分别为0.0655(p=0.0270)和0.963(p=0.0387),表明收缩压和舒张压与事件发生时间之间的关联是有保证的。联合双变量混合效应模型分析表明,有高血压家族史和临床II期高血压的高血压患者发生心血管疾病并发症的几率很高,与他们的同行相比,他们的平均收缩压和舒张压都很高。高血压和糖尿病患者的收缩压和舒张压比他们的同龄人高。结论:总体而言,在随访期间,收缩压和舒张压稳定,而性别和居住地对心血管疾病并发症的生存时间无统计学意义。因此,卫生专业人员和相关机构应关注患有合并症、年龄较大、高血压控制依从性差和心血管疾病并发症的患者,使用短信和移动应用程序等技术在早期促进心血管健康。重要的是为这些人群,特别是有家族史的人群提供早期干预。
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Joint Modeling of Blood Pressure Measurements and Survival Time to Cardiovascular Disease Complication among Hypertension Patients Follow-up at DebreTabor Hospital, Ethiopia.

Introduction: Hypertension is also referred to as a silent killer and a leading factor for cardiovascular disease complication in the world today. This study aimed to identify the factors that affect longitudinal outcomes and survival time for cardiovascular disease complications among patients with hypertension.

Methods: A retrospective cohort study was conducted among a randomly selected sample of 178 outpatients with hypertension at the Debre Tabor Specialized Hospital between September 2017 and December 2019. Three different models were used to analyze the data: the bivariate mixed-effects model, Cox proportional hazard model, and bivariate joint model for longitudinal and survival sub-models linked by shared random effects.

Results: Bivariate mixed-effects and Cox proportional hazards survival sub-models were jointly preferred based on the minimum Akaike Information Criterion value. The estimated values of the association parameters were 0.0655 (p = 0.0270) and 0.963 (p = 0.0387), indicating that the association between systolic and diastolic blood pressure with time to event was guaranteed. The joint bivariate mixed-effects model analysis showed that patients with hypertension with a family history of hypertension and clinical stage II hypertension have a high chance of developing cardiovascular disease complications and have high average systolic and diastolic blood pressure compared to their counterparts. Patients with hypertension and diabetes have higher systolic and diastolic blood pressure than their counterparts.

Conclusion: Generally, systolic and diastolic blood pressure stabilized over the follow-up period of treatment, while sex and residence were statistically insignificant to the survival time of cardiovascular disease complication. Health professionals and concerned bodies should therefore focus on patients with comorbidities, older age, and poor adherence to hypertension control and cardiovascular disease complications using technology, such as text messaging, and mobile application to promote cardiovascular health at early stage. It is important to provide early interventions for these groups of people, especially for those with family history.

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来源期刊
Vascular Health and Risk Management
Vascular Health and Risk Management PERIPHERAL VASCULAR DISEASE-
CiteScore
4.20
自引率
3.40%
发文量
109
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed journal of therapeutics and risk management, focusing on concise rapid reporting of clinical studies on the processes involved in the maintenance of vascular health; the monitoring, prevention, and treatment of vascular disease and its sequelae; and the involvement of metabolic disorders, particularly diabetes. In addition, the journal will also seek to define drug usage in terms of ultimate uptake and acceptance by the patient and healthcare professional.
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