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
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.

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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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