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白塞病口腔溃疡活动相关因素的聚类分析与对应分析

Cluster and correspondence analyses for oral ulcer activity related factors in Behçet's syndrome.

作者信息

Polat-Akmansoy B, Aksoy B, Şişman-Kitapçı N, Akmansoy Ş-C, Çandereli Z-Ö, Sarı F-B, Sacoor S, Gokani B, Bibi A, Adesanya A, Desai P, Senusi A-A, Karaçaylı U, Alibaz-Öner F, Inanc N, Ergun T, Yay M, Fortune F, Direskeneli H, Mumcu G

机构信息

Department of Oral and Maxillofacial Radiology Faculty of Dentistry, Marmara University Başıbüyük-Samandıra Road 9/3 34854, Maltepe, İstanbul, Türkiye

出版信息

Med Oral Patol Oral Cir Bucal. 2025 Sep 1;30(5):e766-e773. doi: 10.4317/medoral.27242.

Abstract

BACKGROUND

Behçet's Syndrome (BS) is a multisystemic vasculitis characterized by a heterogeneous clinical profile, including mucocutaneous, musculoskeletal, neurological, ocular, vascular and gastrointestinal manifestations. BS patients often experience a continuous, low-level disease activity state due to persistent oral ulcers. This study aimed to define relations among oral ulcer activity (OUA), gender and treatments through K-Means Cluster and Correspondence Analyses (CA) in patients with BS.

MATERIAL AND METHODS

In this cross-sectional study, 526 BS patients from two tertiary centres in Turkey and the United Kingdom were included. The K-Means Cluster Analysis was performed to identify homogeneous clinical profiles for OUA by combining the disease severity score reflecting organ involvement and the number of oral ulcers. Then, CA was performed to visualize associations between gender and medications (non-immunosuppressive: non-IS vs. IS) in clusters.

RESULTS

K-Means Analysis identified three clusters regarding mucocutaneous and major organ involvement and cluster regarding with major organ involvement. Clusters were named according to OUA and the disease severity. The number of oral ulcers was found to be similar in the "Low OUA" cluster (n=202, 65.03%; 2.18±1.13) and the "Low OUA with Major Organ Involvement" cluster (n=63, 19.25%; 2.19±1.37) (p=0.368). These were lower than those in the "Moderate OUA" Cluster (n=30, 9.8%; 7.60±1.88) and the "High OUA" cluster (n=11, 3.59%; 14.91±2.34) (p<0.001). CA visualized that non-ISs in "Low OUA" cluster, ISs in "Low OUA with Major Organ" cluster for both genders as well as male patients treated with non-ISs or ISs in "Moderate OUA" cluster were predominant groups.

CONCLUSIONS

The presence of two oral ulcers might be accepted as the cut-off value for low OUA. Moreover, intensive treatment protocols must be provided for elevated oral ulcer activity in male patients who were treated with non-IS medications in BS.

摘要

背景

白塞病(BS)是一种多系统血管炎,其临床特征具有异质性,包括皮肤黏膜、肌肉骨骼、神经、眼部、血管和胃肠道表现。由于持续性口腔溃疡,白塞病患者常处于持续的低疾病活动状态。本研究旨在通过K均值聚类分析和对应分析(CA)确定白塞病患者口腔溃疡活动度(OUA)、性别与治疗之间的关系。

材料与方法

在这项横断面研究中,纳入了来自土耳其和英国两个三级中心的526例白塞病患者。通过结合反映器官受累情况的疾病严重程度评分和口腔溃疡数量,进行K均值聚类分析以确定OUA的同质临床特征。然后,进行对应分析以直观呈现各聚类中性别与药物(非免疫抑制药物:非IS药物与IS药物)之间的关联。

结果

K均值分析确定了关于皮肤黏膜和主要器官受累情况的三个聚类以及关于主要器官受累情况的聚类。根据OUA和疾病严重程度对聚类进行命名。发现“低OUA”聚类(n = 202,65.03%;2.18±1.13)和“伴有主要器官受累的低OUA”聚类(n = 63,19.25%;2.19±1.37)中的口腔溃疡数量相似(p = 0.368)。这些数量低于“中度OUA”聚类(n = 30,9.8%;7.60±1.88)和“高度OUA”聚类(n = 11,3.59%;14.91±2.34)中的数量(p < 0.001)。对应分析直观显示,“低OUA”聚类中的非IS药物、“伴有主要器官受累的低OUA”聚类中男女的IS药物以及“中度OUA”聚类中接受非IS药物或IS药物治疗的男性患者是主要群体。

结论

两个口腔溃疡的存在可被视为低OUA的临界值。此外,对于白塞病中接受非IS药物治疗且口腔溃疡活动度升高的男性患者,必须提供强化治疗方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f2be/12395566/09c3f14a1ac4/medoral-30-05-e766-g001.jpg

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