Mary Roberts Davis, Alicia J Johnson, Quin E Denfeld, Jonathan Purnell, Jackilen Shannon
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Our primary outcome was percent of participants with complete data for all LE8 cardiovascular health indicators within one year of enrollment. We used All of Us researcher measured blood pressure and body mass index, health record serum glycosylated hemoglobin (HbA1c), total, and non-high-density lipoprotein cholesterol, and participant-reported cigarette use, age, race, and sex data. We described the availability of LE8 in the dataset, then calculated sex differences in LE8 using independent samples t-tests with equal variance, or Wilcoxon rank sum test, or chi-square tests.</p><p><strong>Results: </strong>There were no data for diet, sleep, or physical activity. The final sample with complete data was 56,565 primarily middle aged adults, and over half were female. Overall, the sample had higher mean systolic blood pressure, high mean body mass index indicating obesity, and average to high HbA1c, indicating few participants meet the definition of ideal cardiovascular health. Nearly half of participants reported lifetime cigarette use of ≥100 cigarettes. Data for non-high-density cholesterol was missing in half of participants. Compared to males, females were younger by 4.2 years, had lower average systolic and diastolic blood pressure, higher mean body mass, higher total cholesterol, lower median HbA1c, and fewer reported lifetime cigarette use.</p><p><strong>Discussion: </strong>Important data for modifiable lifestyle factors of diet, physical activity, and sleep are missing from the All of Us dataset. We recommend adding these missing variables to future surveys. Nevertheless, this snapshot of cardiovascular health shows that, on average, adults in the United States had poorer than recommended cardiovascular health for cardiovascular disease risk.</p>","PeriodicalId":49723,"journal":{"name":"Nursing Research","volume":" ","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Using Data from All of Us to Examine Cardiovascular Risk.\",\"authors\":\"Mary Roberts Davis, Alicia J Johnson, Quin E Denfeld, Jonathan Purnell, Jackilen Shannon\",\"doi\":\"10.1097/NNR.0000000000000866\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The American Heart Association's Life's Essential 8 (LE8) metrics of blood pressure, body mass index, glucose, cholesterol, smoking, diet, sleep, and physical activity are measurable outcomes to gauge cardiovascular health in individuals and populations.Objective: To determine the utility of using the National Institutes of Health All of Us Research Program data to quantify LE8 contemporary in a United States cohort.</p><p><strong>Methods: </strong>This was a cross-sectional observational study of primary (participant-reported and researcher-measured) and secondary (electronic health records) data from Version 7 All of Us data. 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引用次数: 0
摘要
背景:美国心脏协会的生命基本8 (LE8)指标,包括血压、体重指数、葡萄糖、胆固醇、吸烟、饮食、睡眠和体育活动,是衡量个人和人群心血管健康的可测量结果。目的:确定使用美国国立卫生研究院“我们所有人”研究项目数据量化美国队列中LE8当代水平的效用。方法:这是一项横断面观察性研究,主要(参与者报告和研究人员测量)和次要(电子健康记录)数据来自Version 7 All of Us数据。研究对象为20-100岁的成年人。我们的主要结局是在入组一年内所有LE8心血管健康指标数据完整的参与者的百分比。我们使用我们所有的研究人员测量血压和体重指数,健康记录血清糖化血红蛋白(HbA1c),总脂蛋白和非高密度脂蛋白胆固醇,以及参与者报告的吸烟情况、年龄、种族和性别数据。我们描述了数据集中LE8的可用性,然后使用独立样本等方差t检验或Wilcoxon秩和检验或卡方检验计算LE8的性别差异。结果:没有关于饮食、睡眠或身体活动的数据。最终数据完整的样本有56565人,主要是中年人,其中一半以上是女性。总体而言,样本的平均收缩压较高,平均体重指数较高,表明肥胖,HbA1c平均到高,表明很少有参与者符合理想心血管健康的定义。近一半的参与者报告一生吸烟≥100支。一半的参与者缺少非高密度胆固醇的数据。与男性相比,女性年轻4.2岁,平均收缩压和舒张压较低,平均体重较高,总胆固醇较高,糖化血红蛋白中位数较低,报告的终生吸烟人数较少。讨论:关于饮食、身体活动和睡眠等可改变的生活方式因素的重要数据在All of Us数据集中缺失。我们建议将这些缺失的变量添加到未来的调查中。然而,这张心血管健康快照显示,平均而言,美国成年人的心血管健康状况低于心血管疾病风险的推荐水平。
Using Data from All of Us to Examine Cardiovascular Risk.
Background: The American Heart Association's Life's Essential 8 (LE8) metrics of blood pressure, body mass index, glucose, cholesterol, smoking, diet, sleep, and physical activity are measurable outcomes to gauge cardiovascular health in individuals and populations.Objective: To determine the utility of using the National Institutes of Health All of Us Research Program data to quantify LE8 contemporary in a United States cohort.
Methods: This was a cross-sectional observational study of primary (participant-reported and researcher-measured) and secondary (electronic health records) data from Version 7 All of Us data. Adults aged 20-100 years were included. Our primary outcome was percent of participants with complete data for all LE8 cardiovascular health indicators within one year of enrollment. We used All of Us researcher measured blood pressure and body mass index, health record serum glycosylated hemoglobin (HbA1c), total, and non-high-density lipoprotein cholesterol, and participant-reported cigarette use, age, race, and sex data. We described the availability of LE8 in the dataset, then calculated sex differences in LE8 using independent samples t-tests with equal variance, or Wilcoxon rank sum test, or chi-square tests.
Results: There were no data for diet, sleep, or physical activity. The final sample with complete data was 56,565 primarily middle aged adults, and over half were female. Overall, the sample had higher mean systolic blood pressure, high mean body mass index indicating obesity, and average to high HbA1c, indicating few participants meet the definition of ideal cardiovascular health. Nearly half of participants reported lifetime cigarette use of ≥100 cigarettes. Data for non-high-density cholesterol was missing in half of participants. Compared to males, females were younger by 4.2 years, had lower average systolic and diastolic blood pressure, higher mean body mass, higher total cholesterol, lower median HbA1c, and fewer reported lifetime cigarette use.
Discussion: Important data for modifiable lifestyle factors of diet, physical activity, and sleep are missing from the All of Us dataset. We recommend adding these missing variables to future surveys. Nevertheless, this snapshot of cardiovascular health shows that, on average, adults in the United States had poorer than recommended cardiovascular health for cardiovascular disease risk.
期刊介绍:
Nursing Research is a peer-reviewed journal celebrating over 60 years as the most sought-after nursing resource; it offers more depth, more detail, and more of what today''s nurses demand. Nursing Research covers key issues, including health promotion, human responses to illness, acute care nursing research, symptom management, cost-effectiveness, vulnerable populations, health services, and community-based nursing studies. Each issue highlights the latest research techniques, quantitative and qualitative studies, and new state-of-the-art methodological strategies, including information not yet found in textbooks. Expert commentaries and briefs are also included. In addition to 6 issues per year, Nursing Research from time to time publishes supplemental content not found anywhere else.