Dexian Zhang, Xinxin Xu, Zhibin Ye, Zhenxing Zhang, Jing Xiao
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引用次数: 0
Abstract
Objective: To develop and externally validate a nomogram to predict elevated serum uric acid (SUA) levels in older adults.
Study design: This is a longitudinal Chinese cohort study.
Methods: A cohort of 2788 older adults was established at Huadong Hospital, followed-up for at least one year, and screened for risk factors for elevated SUA levels. A logistic regression model was built to predict elevated SUA, and its performance was validated.
Results: The risk prediction model showed good discrimination ability in both the development cohort (area under the curve (AUC) = 0.82; 95% confidence interval (CI) =0.79~0.86) and the external validation cohort (AUC=0.76; 95% CI=0.70~0.82). The model was adequately calibrated, and the predictions correlated with the observed outcome (χ2 = 6.36, P = 0.607). Men were more prone to elevated SUA levels than women were, and a baseline SUA level ≥360 μmol/L was a common risk factor for both males and females. Proteinuria status was an additional risk factor for males, whereas a baseline estimated glomerular filtration rate (eGFR)<60 mL/min·1.73 m2 and diabetes status were additional risk factors for females.
Conclusion: The externally validated nomogram, which is predictive of elevated SUA in older adults, might aid in the detection of individual diseases, the development of preventive interventions and clinical decision-making.
研究目的开发并从外部验证预测老年人血清尿酸(SUA)水平升高的提名图:研究设计:这是一项中国纵向队列研究:方法:在华东医院建立一个包含 2788 名老年人的队列,随访至少一年,并筛查 SUA 水平升高的风险因素。方法:在华东医院建立了一个 2788 名老年人的队列,随访至少一年,筛查 SUA 水平升高的危险因素,建立逻辑回归模型预测 SUA 水平升高,并对其性能进行验证:结果:风险预测模型在开发队列(曲线下面积(AUC)=0.82;95% 置信区间(CI)=0.79~0.86)和外部验证队列(AUC=0.76;95% CI=0.70~0.82)中均显示出良好的区分能力。该模型经过充分校准,预测结果与观察结果相关(χ 2 = 6.36,P = 0.607)。男性比女性更容易出现 SUA 水平升高,基线 SUA 水平≥360 μmol/L 是男性和女性的共同风险因素。蛋白尿状态是男性的额外风险因素,而基线估计肾小球滤过率(eGFR)2 和糖尿病状态则是女性的额外风险因素:经过外部验证的提名图可以预测老年人 SUA 的升高,有助于发现个体疾病、制定预防干预措施和临床决策。
期刊介绍:
Clinical Interventions in Aging, is an online, peer reviewed, open access journal focusing on concise rapid reporting of original research and reviews in aging. Special attention will be given to papers reporting on actual or potential clinical applications leading to improved prevention or treatment of disease or a greater understanding of pathological processes that result from maladaptive changes in the body associated with aging. This journal is directed at a wide array of scientists, engineers, pharmacists, pharmacologists and clinical specialists wishing to maintain an up to date knowledge of this exciting and emerging field.