Clinical Characteristics of Psoriasis for Initiation of Biologic Therapy: A Cluster Analysis.

IF 1.5 4区 医学 Q3 DERMATOLOGY Annals of Dermatology Pub Date : 2023-04-01 DOI:10.5021/ad.22.148
Yul Hee Kim, Seung Il Kim, Bumhee Park, Eun-So Lee
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引用次数: 2

Abstract

Background: Psoriasis is a complex and heterogeneous disease that widely affects a patient's life. Biological therapy is usually prescribed in patients with severe psoriasis that do not respond to conventional treatment. However, data on the specific patient characteristics receiving biologics are still unavailable.

Objective: To classify patients with psoriasis into subgroups with distinct phenotypes through cluster analysis, and to evaluate the differences between the clusters to predict disease prognosis by examining the response to biological therapy.

Methods: The clinical characteristics of the patients with psoriasis were investigated and categorized using hierarchical cluster analysis. After clustering, the clinical characteristics of the patients were compared and the initiation of treatment with biologics according to the clusters were evaluated.

Results: A total of 361 patients with psoriasis were classified into two clusters using 16 distinct clinical phenotypes. Group 1 (n=202) consisted of male smokers and alcohol users with higher psoriasis area and severity index (PASI), older age of onset, higher body mass index, and comorbidities including psoriatic arthritis, hypertension, and diabetes when compared to group 2 (n=159). Group 1 had a significantly higher probability of biological treatment initiation than group 2 (p=0.039). The measured risk factors for the initiation of biologics compared were PASI (p<0.001) and nail involvement (p=0.022).

Conclusion: Cluster analysis classified patients with psoriasis into two subgroups according to their clinical characteristics. Predicting the disease prognosis using a combination of specific clinical parameters may aid in the management of the disease.

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银屑病开始生物治疗的临床特征:聚类分析。
背景:银屑病是一种复杂的异质性疾病,广泛影响患者的生活。生物疗法通常用于常规治疗无效的严重牛皮癣患者。然而,关于接受生物制剂的特定患者特征的数据仍然不可用。目的:通过聚类分析将银屑病患者分为不同表型的亚组,并通过检测患者对生物治疗的反应来评价聚类之间的差异,预测疾病预后。方法:对银屑病患者的临床特征进行调查,并采用层次聚类分析进行分类。聚类后,比较患者的临床特征,并根据聚类评价生物制剂的起始治疗。结果:361例银屑病患者根据16种不同的临床表型分为两类。第1组(n=202)包括男性吸烟者和酗酒者,与第2组(n=159)相比,他们的银屑病面积和严重程度指数(PASI)更高,发病年龄更大,体重指数更高,合并症包括银屑病关节炎、高血压和糖尿病。1组患者开始生物治疗的概率显著高于2组(p=0.039)。比较起始生物制剂的测量危险因素为PASI (pp=0.022)。结论:聚类分析将银屑病患者的临床特征分为两个亚组。结合具体的临床参数预测疾病的预后可能有助于疾病的管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annals of Dermatology
Annals of Dermatology 医学-皮肤病学
CiteScore
1.60
自引率
6.20%
发文量
77
审稿时长
6-12 weeks
期刊介绍: Annals of Dermatology (Ann Dermatol) is the official peer-reviewed publication of the Korean Dermatological Association and the Korean Society for Investigative Dermatology. Since 1989, Ann Dermatol has contributed as a platform for communicating the latest research outcome and recent trend of dermatology in Korea and all over the world. Ann Dermatol seeks for ameliorated understanding of skin and skin-related disease for clinicians and researchers. Ann Dermatol deals with diverse skin-related topics from laboratory investigations to clinical outcomes and invites review articles, original articles, case reports, brief reports and items of correspondence. Ann Dermatol is interested in contributions from all countries in which good and advanced research is carried out. Ann Dermatol willingly recruits well-organized and significant manuscripts with proper scope throughout the world.
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