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评估四种筛查工具并提取关键问题以检测中国银屑病患者未诊断的银屑病关节炎:一项多中心研究。

Assessment of four screening tools and retrieval of key questions to detect undiagnosed psoriatic arthritis in Chinese patients with psoriasis: A multicenter study.

机构信息

Department of Rheumatology and Immunology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China.

Department of Dermatology, Ruijin Hospital, Shanghai Jiao Tong University, Shanghai, China.

出版信息

J Dermatol. 2022 Jun;49(6):615-623. doi: 10.1111/1346-8138.16355. Epub 2022 Mar 22.

Abstract

Several screening tools have been developed to facilitate early diagnosis of psoriatic arthritis (PsA); however, their performance varied greatly across different studies. In this study, we validated and compared the performance of four screening tools in detecting undiagnosed PsA Chinese patients with psoriasis, and determined the key questions and their weights. The four screening tools were the Early Arthritis for Psoriatic Patients (EARP) questionnaire, Psoriatic Arthritis Screening and Evaluation (PASE) questionnaire, Psoriasis and Arthritis Screening Questionnaire (PASQ), and Psoriasis Epidemiology Screening Tool (PEST). The receiver-operator curve (ROC) with area under curve (AUC) was used to determine sensitivity, specificity, and accuracy. Least absolute shrinkage and selection operator and logistic regression were utilized to retrieve key questions, and a nomogram was utilized to visualize their weights. Of 482 psoriasis patients from dermatology clinics, 77 were newly diagnosed with PsA. Another 68 patients with newly diagnosed PsA from rheumatology clinics were incorporated in the analysis. ROC analysis indicated that the optimal cut-off values for EARP, PASE, PASQ, and PEST were 3, 40, 7, and 3, with corresponding sensitivities of 91.4%, 88.6%, 86.2%, and 88.5%, and specificities of 88.6%, 75.2%, 80.2%, and 83.6%, respectively. The AUC of EARP (0.925) was higher than those of PASE (0.885), PASQ (0.905), and PEST (0.827). However, none of them were sufficiently sensitive to identify pure axial PsA (sensitivities of EARP, PASQ, and PASE were 25.0%, 36.8%, and 42.1%, respectively). Twelve key questions were retrieved from these four tools to establish a nomogram with a high discrimination (C-index = 0.993) and a good calibration (mean absolute error = 0.014). In conclusion, to screen undiagnosed PsA, EARP has slightly better balanced sensitivity and specificity, and higher accuracy. The retrieval of key questions and nomogram signify the necessity of attributing different scores to differently weighted questions when developing a new screening tool to make it function more efficiently.

摘要

已经开发了几种筛查工具来促进银屑病关节炎(PsA)的早期诊断;然而,它们在不同研究中的表现差异很大。在这项研究中,我们验证并比较了四种筛查工具在检测中国银屑病患者未诊断的 PsA 中的性能,并确定了关键问题及其权重。这四种筛查工具是早期关节炎银屑病患者(EARP)问卷、银屑病关节炎筛查和评估(PASE)问卷、银屑病关节炎筛查问卷(PASQ)和银屑病流行病学筛查工具(PEST)。使用接收者操作特征曲线(ROC)和曲线下面积(AUC)来确定敏感性、特异性和准确性。最小绝对收缩和选择算子和逻辑回归用于检索关键问题,并使用列线图可视化其权重。在皮肤科诊所的 482 名银屑病患者中,有 77 名新诊断为 PsA。另 68 名来自风湿病诊所的新诊断为 PsA 的患者也纳入了分析。ROC 分析表明,EARP、PASE、PASQ 和 PEST 的最佳截断值分别为 3、40、7 和 3,相应的敏感性为 91.4%、88.6%、86.2%和 88.5%,特异性为 88.6%、75.2%、80.2%和 83.6%。EARP 的 AUC(0.925)高于 PASE(0.885)、PASQ(0.905)和 PEST(0.827)。然而,它们都没有足够的敏感性来识别纯轴性 PsA(EARP、PASQ 和 PASE 的敏感性分别为 25.0%、36.8%和 42.1%)。从这四种工具中提取了 12 个关键问题,建立了一个具有高判别力(C 指数=0.993)和良好校准度(平均绝对误差=0.014)的列线图。总之,为了筛查未诊断的 PsA,EARP 具有稍好的敏感性和特异性平衡,以及更高的准确性。关键问题的提取和列线图的建立表明,在开发新的筛查工具时,有必要对不同权重的问题赋予不同的分数,使其更有效地发挥作用。

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