Identifying Predictors of PASI100 Responses up to Month 12 in Patients with Moderate-to-severe Psoriasis Receiving Biologics in the Psoriasis Study of Health Outcomes (PSoHO).

IF 3.5 4区 医学 Q1 DERMATOLOGY
April W Armstrong, Elisabeth Riedl, Patrick M Brunner, Stefano Piaserico, Willie I Visser, Natalie Haustrup, Bruce W Konicek, Zbigniew Kadziola, Mercedes Nunez, Alan Brnabic, Christopher Schuster
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Abstract

Despite the abundance of data concerning biologic treatments for patients with psoriasis, clinicians are often challenged with discerning the optimal treatment for each patient. To inform this selection, this study explored whether a patient's baseline characteristics or disease profile could predict the likelihood of achieving complete skin clearance with biologic treatment. Machine-learning and other statistical methods were applied to the substantial data collected from patients with moderate-to-severe psoriasis in the ongoing, international, prospective, observational Psoriasis Study of Health Outcomes (PSoHO). The 3 measures of complete skin clearance were a psoriasis area and severity index (PASI)100 response at (a) week 12, (b) month 12, and (c) week 12 and maintain ed at month 6 and month 12 (PASI100 durability). From these real-world data, the absence of nail psoriasis emerged  as the most consistent feature that may be used by clinicians to predict high-level treatment responses with biologic treatment. Other significant predictors of skin clearance with biologic treatments were the absence of hypertension and a lower body surface area affected by psoriasis. Overall, this study evidences the substantial challenge of identifying reliable clinical markers of treatment response for patients with psoriasis and highlights the importance of regular screening for psoriatic nail involvement.

在银屑病健康结果研究 (PSoHO) 中确定接受生物制剂治疗的中重度银屑病患者 PASI100 第 12 个月反应的预测因素。
尽管有关银屑病患者生物制剂治疗的数据非常丰富,但临床医生在为每位患者选择最佳治疗方法时常常面临挑战。为了给这一选择提供信息,本研究探讨了患者的基线特征或疾病概况是否能预测通过生物制剂治疗实现皮肤完全清除的可能性。机器学习和其他统计方法被应用于正在进行的国际性、前瞻性、观察性银屑病健康结果研究(PSoHO)中从中度至重度银屑病患者收集的大量数据。皮肤完全清除的 3 个衡量标准是:(a) 第 12 周、(b) 第 12 个月和(c) 第 12 周的银屑病面积和严重程度指数(PASI)100 反应,以及第 6 个月和第 12 个月的维持反应(PASI100 持久性)。从这些真实世界的数据来看,没有指甲银屑病是最一致的特征,临床医生可以用它来预测生物制剂治疗的高水平治疗反应。生物制剂治疗对皮肤清除率的其他重要预测因素包括无高血压和银屑病患者体表面积较小。总之,这项研究证明了为银屑病患者确定可靠的治疗反应临床指标是一项巨大的挑战,并强调了定期筛查银屑病指甲受累的重要性。
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来源期刊
Acta dermato-venereologica
Acta dermato-venereologica 医学-皮肤病学
CiteScore
4.90
自引率
2.80%
发文量
210
审稿时长
6-12 weeks
期刊介绍: Acta Dermato-Venereologica publishes high-quality manuscripts in English in the field of Dermatology and Venereology, dealing with new observations on basic dermatological and venereological research, as well as clinical investigations. Each volume also features a number of Review articles in special areas, as well as short Letters to the Editor to stimulate debate and to disseminate important clinical observations. Acta Dermato-Venereologica has rapid publication times and is amply illustrated with a large number of colour photographs.
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