Disease Risk Score Derivation and Validation in Abu Dhabi, United Arab Emirates: A Retrospective Cohort Study.

IF 5.3 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Journal of the American Heart Association Pub Date : 2024-12-03 Epub Date: 2024-11-29 DOI:10.1161/JAHA.124.035930
Latifa Baynouna AlKetbi, Nico Nagelkerke, Noura AlAlawi, Ahmed Humaid, Rudina AlKetbi, Hamda Aleissaee, Noura AlShamsi, Hanan Abdulbaqi, Toqa Fahmawee, Basil AlHashaikeh, Muna AlDobaee, Mariam AlShamsi, Nayla AlAhbabi, AlYazia AlAzeezi, Fatima Shuaib, Jawaher Alnuaimi, Esraa Mahmoud, Alreem AlDhaheri, Mohammed AlMansoori, Sanaa AlKalbani, Aysha AYahyaee, Wesayef AlDerie, Ekram Saeed, Nouf AlMarzooqi, Ahmed AlHassani, Amira AlAhmadi, Mohammad Sahyouni, Farah AlFahmawi, Ali AlAlawi, Yusra Sahalu, Zinab AlAnsari, Khadija Doucoure, Rawan Ashoor, Reem AlShamsi, Maha AlAzeezi, Fatima AlMeqbaali, Noor Yahya, Shamma AlAlawi, Fatima AlKetbi
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Abstract

Background: Cardiovascular disease risk assessment is a key tool in primary prevention. The ADRS (Abu Dhabi Risk Study) is a retrospective cohort study aiming to develop 10-year risk prediction equations for coronary artery disease (CAD), stroke, and atherosclerotic cardiovascular disease (ASCVD), and validate international risk equations.

Methods and results: The 8699 participants were examined in the Abu Dhabi cardiovascular screening program from 2011 to 2013 with a subsequent average follow-up of 9.2 years. They were assessed in 2023 for new CAD, admissions for acute coronary syndrome, or stroke. The validation cohort, 2554 subjects, is from the 2016 to 2017 Abu Dhabi community screening program, with 6.67 years average follow-up. Of 8504 ASCVD-free subjects, 250 experienced new CAD events. ASCVD risk factors in this population were age, sex, smoking, high cholesterol/high-density lipoprotein ratio, and diabetes diagnosis, in addition to low vitamin D level and low glomerular filtration rate. Three ADRS prediction models were derived using Cox regression. The ADRS-CAD had a C statistic of 0.899 (0.882-0.916) compared with 0.828 (0.803-0.852) for the Framingham Risk Score in the same sample. ADRS-stroke had a C statistic of 0.904 (0.865-0.944). The ADRS-ASCVD had a C statistic of 0.898 (0.883-0.913) compared with 0.891 (0.875-0.907) of pooled cohort equations and 0.825 (0.802-0.847) for Framingham Risk Score-cardiovascular disease. Applying our formulas to the validation cohort yielded C statistics of 0.825 (0.803-0.846), 0.799 (0.774-0.824), and 0.761 (0.71-0.813) for ASCVD, CAD, and stroke, respectively. The pooled cohort equations in this cohort had a C statistic for ASCVD of 0.824 (0.802-0.846).

Conclusions: This study demonstrates the value of tailoring risk assessments to local populations and health care contexts.

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阿布扎比,阿拉伯联合酋长国疾病风险评分的推导和验证:一项回顾性队列研究。
背景:心血管疾病风险评估是一级预防的重要工具。ADRS(阿布扎比风险研究)是一项回顾性队列研究,旨在建立冠状动脉疾病(CAD)、中风和动脉粥样硬化性心血管疾病(ASCVD)的10年风险预测方程,并验证国际风险方程。方法和结果:8699名参与者在2011年至2013年的阿布扎比心血管筛查项目中接受了检查,随后的平均随访时间为9.2年。在2023年对他们进行了新的CAD,急性冠状动脉综合征或中风入院的评估。验证队列2554名受试者,来自2016 - 2017年阿布扎比社区筛查项目,平均随访6.67年。在8504名无ascvd的受试者中,250名出现了新的CAD事件。该人群的ASCVD危险因素包括年龄、性别、吸烟、高胆固醇/高密度脂蛋白比、糖尿病诊断,以及低维生素D水平和低肾小球滤过率。采用Cox回归建立了3种adr预测模型。同一样本中,ADRS-CAD的C统计量为0.899 (0.882-0.916),Framingham Risk Score的C统计量为0.828(0.803-0.852)。adr -卒中的C统计值为0.904(0.865 ~ 0.944)。ADRS-ASCVD的C统计量为0.898(0.883-0.913),而合并队列方程的C统计量为0.891 (0.875-0.907),Framingham风险评分-心血管疾病的C统计量为0.825(0.802-0.847)。将我们的公式应用于验证队列,ASCVD、CAD和卒中的C统计量分别为0.825(0.803-0.846)、0.799(0.774-0.824)和0.761(0.71-0.813)。该队列的合并队列方程的ASCVD C统计量为0.824(0.802-0.846)。结论:本研究证明了根据当地人口和卫生保健情况量身定制风险评估的价值。
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来源期刊
Journal of the American Heart Association
Journal of the American Heart Association CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
9.40
自引率
1.90%
发文量
1749
审稿时长
12 weeks
期刊介绍: As an Open Access journal, JAHA - Journal of the American Heart Association is rapidly and freely available, accelerating the translation of strong science into effective practice. JAHA is an authoritative, peer-reviewed Open Access journal focusing on cardiovascular and cerebrovascular disease. JAHA provides a global forum for basic and clinical research and timely reviews on cardiovascular disease and stroke. As an Open Access journal, its content is free on publication to read, download, and share, accelerating the translation of strong science into effective practice.
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