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使用序列模式挖掘评估特应性皮炎和皮肤感染性疾病:一项基于全国人口的队列研究。

Evaluation of Atopic Dermatitis and Cutaneous Infectious Disorders Using Sequential Pattern Mining: A Nationwide Population-Based Cohort Study.

作者信息

Han Ju-Hee, Yoon Jae-Woong, Yook Hwa-Jung, Bang Chul-Hwan, Chun Jae-Hun, Lee Jun-Young, Park Young-Min, Lee Suk-Jun, Lee Ji-Hyun

机构信息

Department of Dermatology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea.

Department of Business Management, Kwangwoon University, Seoul 01897, Korea.

出版信息

J Clin Med. 2022 Jun 14;11(12):3422. doi: 10.3390/jcm11123422.

Abstract

According to previous studies, the increased risk of cutaneous infectious disorders in patients with atopic dermatitis (AD) is related to impaired epidermal function, abnormal systemic immune function, and lower antimicrobial peptides. In this study, we analyzed the association between AD and cutaneous infectious disorders in the real world using sequential pattern mining (SPM). We analyzed National Health Insurance data from 2010-2013 using SPM to identify comorbid cutaneous infectious diseases and the onset durations of comorbidities. Patients with AD were at greater risk for molluscum contagiosum (adjusted odds ratio (aOR), 5.273), impetigo (aOR, 2.852), chickenpox (aOR, 2.251), otitis media (aOR, 1.748), eczema herpeticum (aOR, 1.292), and viral warts (aOR, 1.105). In SPM analysis, comorbidity of 1.06% shown in molluscum contagiosum was the highest value, and the duration of 77.42 days documented for molluscum contagiosum was the shortest onset duration among all the association rules. This study suggests that AD is associated with an increased risk of cutaneous infectious disorders. In particular, care should be taken regarding its high relevance with impetigo, molluscum contagiosum, and otitis media, which may help in preventing AD from worsening through appropriately preventing and managing the condition.

摘要

根据以往研究,特应性皮炎(AD)患者皮肤感染性疾病风险增加与表皮功能受损、全身免疫功能异常及抗菌肽水平降低有关。在本研究中,我们使用序列模式挖掘(SPM)分析了现实世界中AD与皮肤感染性疾病之间的关联。我们使用SPM分析了2010 - 2013年的国民健康保险数据,以确定合并的皮肤感染性疾病及合并症的发病持续时间。AD患者患传染性软疣(调整优势比[aOR],5.273)、脓疱病(aOR,2.852)、水痘(aOR,2.251)、中耳炎(aOR,1.748)、疱疹样湿疹(aOR,1.292)和病毒疣(aOR,1.105)的风险更高。在SPM分析中,传染性软疣显示的合并症发生率为1.06%,是最高值,且传染性软疣记录的77.42天病程是所有关联规则中最短的发病持续时间。本研究表明,AD与皮肤感染性疾病风险增加有关。特别是,应注意其与脓疱病、传染性软疣和中耳炎的高度相关性,这可能有助于通过适当预防和管理病情来防止AD恶化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6525/9225084/682d0552f831/jcm-11-03422-g001.jpg

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