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西班牙裔成年人心力衰竭的多维风险因素:来自“我们所有人”研究计划的发现。

Multidimensional Risk Factors for Heart Failure in Hispanic Adults: Findings from the All of Us Research Program.

作者信息

Shen Qiuhua, Clark Lauren, Diaz Francisco J, Pierce Janet D

机构信息

University of Kansas, School of Nursing, Kansas City, Kansas 66160.

University of Kansas, Department of Biostatistics and Data Science, Kansas City, Kansas 66160.

出版信息

Am J Cardiol. 2025 Jun 15;245:54-61. doi: 10.1016/j.amjcard.2025.03.010. Epub 2025 Mar 11.

Abstract

Heart failure (HF) is a leading cause of morbidity and mortality in the United States affecting approximately 6.7 million adults. In Hispanic adults, HF is underdiagnosed, leading to an incomplete characterization of the HF risk profiles in this population. Thus, the objective of the study was to investigate the multidimension HF risk factors among Hispanic adults. This cross-sectional study analyzed observational data collected from Hispanic adult participants in the All of Us Research Program. Sociodemographic, lifestyle, environmental, stress, and health care access and utilization data were retrieved from the survey domain. Past medical history was retrieved from the electronic health record domain. Using SAS, logistic regression was performed to identify multidimension risk factors for HF in Hispanic adults. The study subjects consisted of 5,281 Hispanic adults with 72.5% females and 27.5% males. The prevalence of HF was 3.6% (188/5,281). Males had a higher prevalence of HF than females (5.7% vs 2.7%). After adjusting for potential confounders with logistic regression, age (OR = 1.03, 95% CI [1.01, 1.04], p <0.0001), hypertension (OR = 5.75, 95% CI [3.23, 10.24], p <0.0001), heart attack (OR = 11.31, 95% CI [7.71, 16.58], p <0.0001), type 2 diabetes mellitus (OR = 1.45, 95% CI [1.02, 2.06], p = 0.0383), and obesity (OR = 2.32, 95% CI [1.60, 3.36], p <0.0001) were significant risk factors for HF. In conclusion, multidimension risk factors for HF among Hispanic adults were explored in this study. More research is needed to compare these risk factors to other non-Hispanic populations.

摘要

心力衰竭(HF)是美国发病和死亡的主要原因,影响着约670万成年人。在西班牙裔成年人中,HF的诊断不足,导致该人群中HF风险特征的描述不完整。因此,本研究的目的是调查西班牙裔成年人中的多维度HF风险因素。这项横断面研究分析了从“我们所有人研究计划”中的西班牙裔成年参与者收集的观察数据。社会人口统计学、生活方式、环境、压力以及医疗保健获取和利用数据从调查领域中检索。既往病史从电子健康记录领域中检索。使用SAS进行逻辑回归,以确定西班牙裔成年人中HF的多维度风险因素。研究对象包括5281名西班牙裔成年人,其中女性占72.5%,男性占27.5%。HF的患病率为3.6%(188/5281)。男性的HF患病率高于女性(5.7%对2.7%)。在通过逻辑回归调整潜在混杂因素后,年龄(OR = 1.03,95%CI[1.01, 1.04],p <0.0001)、高血压(OR = 5.75,95%CI[3.23, 10.24],p <0.0001)、心脏病发作(OR = 11.31,95%CI[7.71, 16.58],p <0.0001)、2型糖尿病(OR = 1.45,95%CI[1.02, 2.06],p = 0.0383)和肥胖(OR = 2.32,95%CI[1.60, 3.36],p <0.0001)是HF的显著风险因素。总之,本研究探讨了西班牙裔成年人中HF的多维度风险因素。需要更多研究来将这些风险因素与其他非西班牙裔人群进行比较。

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