Population intervention models of racial ethnic disparities in cognitive outcomes from cardiometabolic risk factors - HABS-HD.

IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY
Cellas A Hayes, Lubnaa Abdullah, Joshua Gills, Michelle C Odden
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引用次数: 0

Abstract

Background: Alzheimer's disease and related dementias are major public health challenges, with the apolipoprotein (APOE) ε4 allele being a significant genetic risk factor. Cardiometabolic risk factors such as diabetes, hypertension, dyslipidemia, obesity, and tobacco use are also linked to cognitive impairment. The objective of this study was to (1) characterize both independent and interactive associations of racial/ethnic group (Non-Hispanic White (NHW), Non-Hispanic Black (NHB) and Hispanic), APOE ε4 genotype, and multiple cardiometabolic risk factors with performance across four cognitive domains. Secondarily, we aimed to quantify the hypothetical population-level cognitive gains that could result from eliminating each modifiable risk factor within each racial/ethnic group.

Methods: We analyzed baseline data from 3,833 HABS-HD participants (1,348 NHW; 1,065 NHB; 1,420 Hispanic; mean age 65.3 ± 8.6 years; 62.0% female). APOE genotype, consensus-determined cardiometabolic status, and harmonized cognitive domain scores (episodic memory, executive function, processing speed, language) were obtained. Multivariable linear regressions assessed independent effects of race/ethnicity, APOE ε4 carriage, and each cardiometabolic factor on domain-specific z-scores, adjusting for age, sex, and education (Bonferroni-corrected). Interaction terms tested effect modification by race/ethnicity. Counterfactual population intervention models estimated the mean cognitive gain from hypothetically eliminating each modifiable risk factor within each racial/ethnic group.

Results: NHB Hispanic, and NHW participants prevalences were APOE ε4 (32.2%, 27.4%, 17.6%), diabetes (26.1%, 35.0%, 13.9%), hypertension (79.0%, 63.6%, 58.2%), obesity (56.8%, 50.3%, 38.5%), and tobacco dependence (12.9%, 7.5%, 3.9%). In adjusted models, NHB and Hispanic ethnicity, APOE ε4, diabetes, hypertension, and tobacco dependence each independently predicted lower performance across all four cognitive domains (adjusted p < .001), whereas obesity showed domain-specific positive associations. No race × risk-factor interactions remained significant after correction. In intervention models, hypothetically eliminating diabetes and hypertension yielded the largest predicted improvements, especially in executive function and language, with the greatest gains projected among NHB and Hispanic racial ethnic group.

Conclusions: Cardiometabolic health markedly contributes to racial ethnic differences in cognitive aging beyond APOE ε4 effects. Population-level interventions targeting diabetes and hypertension could narrow NHB and Hispanic cognitive deficits, informing precision public-health strategies for dementia prevention.

Abstract Image

心血管代谢危险因素引起的认知结果的种族差异的人口干预模型- HABS-HD。
背景:阿尔茨海默病及相关痴呆是重大的公共卫生挑战,载脂蛋白(APOE) ε4等位基因是一个重要的遗传危险因素。心血管代谢风险因素,如糖尿病、高血压、血脂异常、肥胖和吸烟也与认知障碍有关。本研究的目的是(1)表征种族/民族(非西班牙裔白人(NHW),非西班牙裔黑人(NHB)和西班牙裔),APOE ε4基因型和多种心脏代谢危险因素在四个认知领域的表现之间的独立和相互作用关系。其次,我们的目的是量化假设的人口水平的认知收益,这可能是通过消除每个种族/民族群体中每个可改变的风险因素而产生的。方法:我们分析了3,833名HABS-HD参与者的基线数据(1,348名NHW; 1,065名NHB; 1,420名西班牙裔;平均年龄65.3±8.6岁;62.0%为女性)。获得APOE基因型、一致确定的心脏代谢状态和统一的认知领域评分(情景记忆、执行功能、处理速度、语言)。多变量线性回归评估了种族/民族、APOE ε4携带和每个心脏代谢因子对特定领域z分数的独立影响,调整了年龄、性别和教育(bonferroni校正)。相互作用条件测试影响修改种族/民族。反事实人口干预模型通过假设消除每个种族/族裔群体中每个可改变的风险因素来估计平均认知增益。结果:NHB西班牙裔和NHW参与者的APOE ε4患病率分别为32.2%,27.4%,17.6%,糖尿病(26.1%,35.0%,13.9%),高血压(79.0%,63.6%,58.2%),肥胖(56.8%,50.3%,38.5%)和烟草依赖(12.9%,7.5%,3.9%)。在调整后的模型中,NHB和西班牙裔、APOE ε4、糖尿病、高血压和烟草依赖各自独立地预测了所有四个认知领域的较低表现(调整后的p)。结论:心脏代谢健康显著影响认知衰老的种族差异,超过APOE ε4的影响。针对糖尿病和高血压的人群水平干预可以缩小NHB和西班牙裔认知缺陷,为预防痴呆提供精确的公共卫生策略。
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来源期刊
Alzheimer's Research & Therapy
Alzheimer's Research & Therapy 医学-神经病学
CiteScore
13.10
自引率
3.30%
发文量
172
审稿时长
>12 weeks
期刊介绍: Alzheimer's Research & Therapy is an international peer-reviewed journal that focuses on translational research into Alzheimer's disease and other neurodegenerative diseases. It publishes open-access basic research, clinical trials, drug discovery and development studies, and epidemiologic studies. The journal also includes reviews, viewpoints, commentaries, debates, and reports. All articles published in Alzheimer's Research & Therapy are included in several reputable databases such as CAS, Current contents, DOAJ, Embase, Journal Citation Reports/Science Edition, MEDLINE, PubMed, PubMed Central, Science Citation Index Expanded (Web of Science) and Scopus.
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