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基于实验室和非实验室的世界卫生组织心血管疾病风险图表比较:一项基于人群的研究。

Comparison of laboratory-based and non-laboratory-based WHO cardiovascular disease risk charts: a population-based study.

机构信息

Department of Social Medicine, Jahrom University of Medical Sciences, Jahrom, Iran.

Department of Epidemiology, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran.

出版信息

J Transl Med. 2022 Mar 16;20(1):133. doi: 10.1186/s12967-022-03336-4.

Abstract

BACKGROUND

Determining the risk of Cardiovascular Disease (CVD) is a necessity for timely preventive interventions in high-risk groups. However, laboratory testing may be impractical in countries with limited resources. This study aimed at comparison and assessment of the agreement between laboratory-based and non-laboratory-based WHO risk charts models.

METHODS

This study was performed using the baseline data of 8138 participants in the pars cohort study who had no history of CVD and stroke. The updated 2019 WHO model was used to determine the 10-year fatal and non-fatal CVD risks. In general, there are two types of new WHO risk prediction models for CVD. The scores were determined based on age, sex, smoking status, diabetes, Systolic Blood Pressure (SBP), and total cholesterol for the laboratory-based model and age, sex, smoking status, SBP, and Body Mass Index (BMI) for the non-laboratory-based model. The agreement of these two models was determined via kappa statistics for the classified risk (low: < 10%, moderate: 10-< 20%, high: ≥ 20%). Correlation coefficients (r) and scatter plots was used for correlation between scores.

RESULTS

The results revealed very strong correlation coefficients for all sex and age groups (r = 0.84 for males < 60 years old, 0.93 for males ≥ 60 years old, 0.85 for females < 60 years old, and 0.88 for females ≥ 60 years old). In the laboratory-based model, low, moderate, and high risks were 76.10%, 18.17%, and 5.73%, respectively. These measures were respectively obtained as 77.00%, 18.08%, and 4.92% in the non-laboratory-based model. Based on risk classification, the agreement was substantial for males < 60 years old and for both males and females aged ≥ 60 years (kappa values: 0.79 for males < 60 years old, 0.65 for males ≥ 60 years old, and 0.66 for females ≥ 60 years old) and moderate for females < 60 years old (kappa = 0.46).

CONCLUSIONS

The non-laboratory-based risk prediction model, which is simple, inexpensive, and non-invasive, classifies individuals almost identically to the laboratory-based model. Therefore, in countries with limited resources, these two models can be used interchangeably.

摘要

背景

心血管疾病(CVD)风险的确定是高危人群及时进行预防性干预的必要条件。然而,在资源有限的国家,实验室检测可能并不实际。本研究旨在比较和评估基于实验室和非实验室的世界卫生组织风险图表模型之间的一致性。

方法

本研究使用 pars 队列研究的 8138 名参与者的基线数据,这些参与者没有 CVD 和中风病史。使用更新的 2019 年世界卫生组织模型来确定 10 年内致命和非致命 CVD 的风险。一般来说,有两种新的世界卫生组织 CVD 风险预测模型。实验室模型的分数是根据年龄、性别、吸烟状况、糖尿病、收缩压(SBP)和总胆固醇确定的,非实验室模型的分数是根据年龄、性别、吸烟状况、SBP 和体重指数(BMI)确定的。通过卡帕统计对分类风险(低:<10%,中:10-<20%,高:≥20%)来确定这两种模型的一致性。相关系数(r)和散点图用于分数之间的相关性。

结果

结果显示,所有性别和年龄组的相关系数都非常强(男性<60 岁 r=0.84,男性≥60 岁 r=0.93,女性<60 岁 r=0.85,女性≥60 岁 r=0.88)。在基于实验室的模型中,低、中、高风险分别为 76.10%、18.17%和 5.73%。在非实验室模型中,分别得到 77.00%、18.08%和 4.92%。根据风险分类,对于男性<60 岁和男性和女性≥60 岁,一致性很高(kappa 值:男性<60 岁为 0.79,男性≥60 岁为 0.65,女性≥60 岁为 0.66),对于女性<60 岁,一致性为中度(kappa=0.46)。

结论

简单、廉价且非侵入性的非实验室风险预测模型几乎与基于实验室的模型相同地对个体进行分类。因此,在资源有限的国家,可以互换使用这两种模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c3f5/8925162/ea2025c62e79/12967_2022_3336_Fig1_HTML.jpg

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