Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China

Abstract Introduction Behcet’s syndrome (BS) is a complex, heterogeneous disorder. However, classification of its subgroups is still debated. The purpose of this study was to investigate the clinical features and aggregation of patients with BS in China, based on manifestations and organ involvement...

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Main Authors: Jun Zou, Jian-feng Luo, Yan Shen, Jian-fei Cai, Jian-long Guan
Format: Article
Language:English
Published: BMC 2021-01-01
Series:Arthritis Research & Therapy
Subjects:
Sex
Online Access:https://doi.org/10.1186/s13075-021-02429-7
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spelling doaj-3ae9f1a0277642c081252b4dadd514542021-01-31T16:39:17ZengBMCArthritis Research & Therapy1478-63622021-01-012311910.1186/s13075-021-02429-7Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in ChinaJun Zou0Jian-feng Luo1Yan Shen2Jian-fei Cai3Jian-long Guan4Division of Rheumatology and Immunology, Shanghai Key Laboratory of Clinical Geriatric Medicine, Research Center on Aging and Medicine, Huadong Hospital, Fudan UniversityDepartment of Biostatistics, School of Public Health, Fudan UniversityDivision of Rheumatology and Immunology, Shanghai Key Laboratory of Clinical Geriatric Medicine, Research Center on Aging and Medicine, Huadong Hospital, Fudan UniversityDivision of Rheumatology and Immunology, Shanghai Key Laboratory of Clinical Geriatric Medicine, Research Center on Aging and Medicine, Huadong Hospital, Fudan UniversityDivision of Rheumatology and Immunology, Shanghai Key Laboratory of Clinical Geriatric Medicine, Research Center on Aging and Medicine, Huadong Hospital, Fudan UniversityAbstract Introduction Behcet’s syndrome (BS) is a complex, heterogeneous disorder. However, classification of its subgroups is still debated. The purpose of this study was to investigate the clinical features and aggregation of patients with BS in China, based on manifestations and organ involvements. Methods This was a cross-sectional study of BS patients in Huadong Hospital of Fudan University between September 2012 and January 2020. We calculated relative risks (RRs) of clinical variables according to sex. Moreover, we conducted a hierarchical cluster analysis applied according to eighteen variables to determine subgroups of patients. Results A total of 860 BS patients were included. Male sex was associated with ocular involvement (RR 2.32, 95% CI 1.67, 3.22, P < 0.0001), vascular involvement (RR 2.00, 95% CI 1.23, 3.23, P = 0.004), cardiac lesion (RR 5.46, 95% CI 2.33, 12.77, P < 0.0001), and central nervous system involvement (RR 2.95, 95% CI 1.07, 6.78, P = 0.007) and was negatively associated with genital ulcers (RR 0.84, 95% CI 0.79, 0.91, P < 0.0001). Five clusters (C1–C5) were observed. C1 (n = 307) showed the skin and mucosa type. In C2 (n = 124), all had articular involvement, barely having major organ involvement except for 18 cases with intestinal lesions. In C3 (n = 156), the gastrointestinal type, 144 patients presented with intestinal involvement, and 36 patients with esophageal ulcers. In C4 (n = 142), all subjects presented with uveitis. C5 (n = 131) consisted of 44 patients with cardiac lesions, 58 with vascular involvement, and 26 cases having central nervous system involvement. Conclusion Our analysis confirmed sex differences in phenotypes of BS. Cluster analysis identified gastrointestinal, uveitis, and cardiovascular involvement cluster separately in different subsets, which represents the most commonly involved organs. Further research is required to replicate and clarify the patterns of phenotype in BS.https://doi.org/10.1186/s13075-021-02429-7Behçet’s syndromePhenotypeSexCluster analysisClinical manifestationMajor organ involvement
collection DOAJ
language English
format Article
sources DOAJ
author Jun Zou
Jian-feng Luo
Yan Shen
Jian-fei Cai
Jian-long Guan
spellingShingle Jun Zou
Jian-feng Luo
Yan Shen
Jian-fei Cai
Jian-long Guan
Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China
Arthritis Research & Therapy
Behçet’s syndrome
Phenotype
Sex
Cluster analysis
Clinical manifestation
Major organ involvement
author_facet Jun Zou
Jian-feng Luo
Yan Shen
Jian-fei Cai
Jian-long Guan
author_sort Jun Zou
title Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China
title_short Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China
title_full Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China
title_fullStr Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China
title_full_unstemmed Cluster analysis of phenotypes of patients with Behçet’s syndrome: a large cohort study from a referral center in China
title_sort cluster analysis of phenotypes of patients with behçet’s syndrome: a large cohort study from a referral center in china
publisher BMC
series Arthritis Research & Therapy
issn 1478-6362
publishDate 2021-01-01
description Abstract Introduction Behcet’s syndrome (BS) is a complex, heterogeneous disorder. However, classification of its subgroups is still debated. The purpose of this study was to investigate the clinical features and aggregation of patients with BS in China, based on manifestations and organ involvements. Methods This was a cross-sectional study of BS patients in Huadong Hospital of Fudan University between September 2012 and January 2020. We calculated relative risks (RRs) of clinical variables according to sex. Moreover, we conducted a hierarchical cluster analysis applied according to eighteen variables to determine subgroups of patients. Results A total of 860 BS patients were included. Male sex was associated with ocular involvement (RR 2.32, 95% CI 1.67, 3.22, P < 0.0001), vascular involvement (RR 2.00, 95% CI 1.23, 3.23, P = 0.004), cardiac lesion (RR 5.46, 95% CI 2.33, 12.77, P < 0.0001), and central nervous system involvement (RR 2.95, 95% CI 1.07, 6.78, P = 0.007) and was negatively associated with genital ulcers (RR 0.84, 95% CI 0.79, 0.91, P < 0.0001). Five clusters (C1–C5) were observed. C1 (n = 307) showed the skin and mucosa type. In C2 (n = 124), all had articular involvement, barely having major organ involvement except for 18 cases with intestinal lesions. In C3 (n = 156), the gastrointestinal type, 144 patients presented with intestinal involvement, and 36 patients with esophageal ulcers. In C4 (n = 142), all subjects presented with uveitis. C5 (n = 131) consisted of 44 patients with cardiac lesions, 58 with vascular involvement, and 26 cases having central nervous system involvement. Conclusion Our analysis confirmed sex differences in phenotypes of BS. Cluster analysis identified gastrointestinal, uveitis, and cardiovascular involvement cluster separately in different subsets, which represents the most commonly involved organs. Further research is required to replicate and clarify the patterns of phenotype in BS.
topic Behçet’s syndrome
Phenotype
Sex
Cluster analysis
Clinical manifestation
Major organ involvement
url https://doi.org/10.1186/s13075-021-02429-7
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