开发和验证一种易于使用的名谱仪,用于自我查失脂血症风险
Jinyan Lan1, Xueqing Zhou2, Qian Huang3
1Martial Arts Academy, Wuhan Sports University, No. 461 Luoyu Rd., Hongshan District, Wuhan, 430079, Hubei, China.
Scientific reports
|June 6, 2023
概括
现在,健康的成年人可以使用新型名谱自行查失脂症风险. 该工具分析身体成分指数,以预测脂质疾病风险,帮助早期检测和预防.
科学领域:
- 医学研究 医学研究
- 公共卫生 公共卫生
- 生物统计学 生物统计学
背景情况:
- 脱脂症对健康构成重大风险,需要可访问的查方法.
- 目前的查往往需要临床评估,这限制了健康成年人的积极自我监测.
研究的目的:
- 在健康成年人中开发出失脂症的风险预测模型.
- 为了建立人体成分指数和脂质不良症之间的定量关系.
- 创建一个易于使用的工具,用于自我查失脂症风险.
主要方法:
- 一项涉及1115名健康成年人的横截面研究.
- 最小绝对收缩选择运算符 (LASSO) 回归用于变量选择.
- 多变量逻辑回归来构建一个预测名ogram.
- 使用校准图,ROC曲线和决策曲线分析 (DCA) 的验证.
主要成果:
- 开发了一种失脂症诺莫格拉姆,包含10个预测变量.
- 该名录显示出良好的区分能力,C指数为0.737 (内部验证:0.718).
- DCA证实了nomogram的临床实用性,其失脂症值概率为2-45%.
结论:
- 开发的诺米图谱是健康成年人自身查失脂症风险的宝贵工具.
- 这种模型有助于早期检测和潜在的干预失脂症.
- 诺姆图的验证性能支持其在公共卫生和临床环境中的应用.
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