Cluster Analysis of Clinical Remission and Relapse Patterns in Chronic Urticaria: Results from the PREDICT-CU Study.

IF 3.5 3区 医学 Q1 DERMATOLOGY
Dermatology and Therapy Pub Date : 2025-04-01 Epub Date: 2025-03-17 DOI:10.1007/s13555-025-01376-4
Maria-Magdalena Balp, Irina Pivneva, Andrii Danyliv, Kathleen Chen, Tom Cornwall, Jimmy Royer, James Signorovitch, Dhaval Patil, Ravneet K Kohli, Thomas Severin, Weily Soong, Alexander M Marsland
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引用次数: 0

Abstract

Introduction: Patients with chronic urticaria (CU) may have different clinical courses of disease including periods of active CU, clinical remission, and relapse. The objective of this study was to describe representative clinical remission and relapse profiles for patients with CU.

Methods: Adults with a CU diagnosis and confirmation CU diagnosis/CU-related treatment at least 6 weeks later were identified in the Optum® de-identified Electronic Health Record dataset (2007-2018). Active CU was a period during which a patient was not in clinical remission. Clinical remission was defined as at least 12 months without CU diagnosis and/or treatment. Relapse was defined as having a CU diagnosis and/or treatment following clinical remission. A data-driven clustering algorithm grouped patients on the basis of clinical remission and relapse patterns.

Results: The 112,443 patients were grouped into four clusters. Cluster 1 (N = 36,690 [32.6%]) had the shortest median time to clinical remission (4.1 months) and lowest relapse rate (38.0%). Cluster 2 (N = 29,834 [26.5%]) reached clinical remission later (10.0 months), with a higher relapse rate (52.3%). Clusters 3 (N = 24,093 [21.4%]) and 4 (N = 21,826 [19.4%]) had the longest median times to clinical remission (33.8 and 44.6 months) and highest relapse rates (75%). Cluster 4 had the most frequent CU diagnoses and treatments, and highest comorbidity burden, polypharmacy, and resource use.

Conclusions: Patients in Clusters 3 and 4 had the lowest clinical remission and highest relapse rates relative to Clusters 1 and 2; additionally, Cluster 4 had higher resource use, more comorbidities, and polypharmacy. These cluster definitions could be used to develop a model to predict patients with relapsing and remitting patterns associated with higher disease burden who might require enhanced disease management.

慢性荨麻疹临床缓解和复发模式的聚类分析:来自PREDICT-CU研究的结果。
慢性荨麻疹(CU)患者可能有不同的临床病程,包括活动期、临床缓解期和复发期。本研究的目的是描述CU患者具有代表性的临床缓解和复发概况。方法:在Optum®去识别电子健康记录数据集(2007-2018)中识别至少6周后确诊为CU并确认为CU诊断/CU相关治疗的成年人。活动性CU是指患者未处于临床缓解期的一段时间。临床缓解被定义为至少12个月没有CU诊断和/或治疗。复发定义为在临床缓解后进行CU诊断和/或治疗。数据驱动的聚类算法根据临床缓解和复发模式对患者进行分组。结果:112,443例患者分为4组。第1组(N = 36690[32.6%])患者达到临床缓解的中位时间最短(4.1个月),复发率最低(38.0%)。第2组(N = 29834例[26.5%])达到临床缓解较晚(10.0个月),复发率较高(52.3%)。第3组(N = 24,093[21.4%])和第4组(N = 21,826[19.4%])达到临床缓解的中位时间最长(33.8和44.6个月),复发率最高(75%)。第4组有最频繁的CU诊断和治疗,最高的合并症负担,多种药物和资源使用。结论:与第1、2组相比,第3、4组患者的临床缓解率最低,复发率最高;此外,第4组有较高的资源利用率,更多的合并症和多种药物。这些聚类定义可用于开发一个模型,以预测与较高疾病负担相关的复发和缓解模式的患者,这些患者可能需要加强疾病管理。
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来源期刊
Dermatology and Therapy
Dermatology and Therapy Medicine-Dermatology
CiteScore
6.00
自引率
8.80%
发文量
187
审稿时长
6 weeks
期刊介绍: Dermatology and Therapy is an international, open access, peer-reviewed, rapid publication journal (peer review in 2 weeks, published 3–4 weeks from acceptance). The journal is dedicated to the publication of high-quality clinical (all phases), observational, real-world, and health outcomes research around the discovery, development, and use of dermatological therapies. Studies relating to diagnosis, pharmacoeconomics, public health and epidemiology, quality of life, and patient care, management, and education are also encouraged. Areas of focus include, but are not limited to all clinical aspects of dermatology, such as skin pharmacology; skin development and aging; prevention, diagnosis, and management of skin disorders and melanomas; research into dermal structures and pathology; and all areas of aesthetic dermatology, including skin maintenance, dermatological surgery, and lasers. The journal is of interest to a broad audience of pharmaceutical and healthcare professionals and publishes original research, reviews, case reports/case series, trial protocols, and short communications. Dermatology and Therapy will consider all scientifically sound research be it positive, confirmatory or negative data. Submissions are welcomed whether they relate to an International and/or a country-specific audience, something that is crucially important when researchers are trying to target more specific patient populations. This inclusive approach allows the journal to assist in the dissemination of quality research, which may be considered of insufficient interest by other journals. The journal appeals to a global audience and receives submissions from all over the world.
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