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髋关节幼年特发性关节炎放射学评分:使用聚类分析的建议截断值。

The childhood arthritis radiographic score of the hip: the proposal cut-off value using cluster analysis.

机构信息

Pediatric and Adult Rheumatology Department, Kassab Institute of Orthopedics, Ksar Saïd, Tunis, Tunisia.

Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.

出版信息

Clin Rheumatol. 2024 Jan;43(1):465-472. doi: 10.1007/s10067-023-06749-8. Epub 2023 Aug 28.

DOI:10.1007/s10067-023-06749-8
PMID:37635192
Abstract

BACKGROUND

Juvenile idiopathic arthritis (JIA) is a chronic rheumatic disease that affects children. It is crucial to detect and treat hip involvement in JIA early to prevent functional impairment and reduced quality of life. The Childhood Arthritis Radiographic Score of the Hip (CARSH) is a validated radiographic scoring system used to assess hip involvement in JIA. In this study, we aimed to determine cut-off values for CARSH scores using cluster analysis.

METHODS

The study was conducted as a cross-sectional analysis and included JIA patients with hip involvement who underwent a pelvic radiograph. The same pelvic radiograph was interpreted by two experienced pediatric rheumatologists at baseline and after 3 weeks by both readers for reliability. The CARSH scores were calculated for each hip four times (twice by each reader). For the 50 hips, a total of 200 interpretations of the CARSH score were obtained. Model-based clustering was employed to identify distinct groups of CARSH score interpretations and characterize the phenotype of each cluster.

RESULTS

Twenty-five children with hip involvement were included. The mean age was 13.9 ± 4.6 years. JIA subtypes were as follows: ERA in 64%, oligoarthritis in 16%, psoriatic arthritis in 12%, polyarthritis RF + in 4%, and RF - in 4% of patients. For the 200 hip interpretations, three clusters based on the level of the CARSH were identified by model-based clustering. Cluster 1 consisted of 17 CARSH score interpretations with a median score of 7 ± 3 (ranging from 1 to 15). This group primarily comprised patients with enthesitis-related arthritis (ERA) and psoriatic arthritis. Patients in cluster 1 were generally older, experienced longer diagnostic delays, and had a longer disease duration compared to the other clusters. Cluster 2 exhibited a moderate CARSH score, with an average score of 4 ± 3 (1 to 15). Patients in this group had significantly higher body weight compared to the other clusters. Cluster 3 represented the group with the least severe hip involvement, characterized by CARSH scores of 2 ± 1 (ranging from 0 to 9). This cluster had a higher proportion of male patients and higher C-reactive protein (CRP) levels than the other clusters. Regarding the individual items of the CARSH score, cluster 1 showed higher percentages of hip radiograph abnormalities such as joint space narrowing, erosions, growth abnormalities, and subchondral cysts. Cluster 2 was characterized by a high rate of acetabular sclerosis, with little to no abnormalities in other CARSH score items. Cluster 3 was the only group that exhibited hip subluxation, with minimal abnormalities in the other score items. In conclusion, this study identified three distinct groups of CARSH scores, representing varying levels of severity in hip involvement in JIA. These findings provide valuable insights for clinicians in assessing and managing JIA patients with hip involvement, enabling tailored treatment strategies based on the severity of the condition. Key Points • While a Childhood Arthritis Radiographic Score of the Hip (CARSH) is a valid and reliable tool in hip-related juvenile idiopathic arthritis, its use is limited in daily practice due to the lack of available cut-off values. • The cluster analysis defined three clusters based on the CARSH levels. • Cluster 1 exhibited the highest score with more damage and disability. Cluster 2 involved a moderate score and more overweight patients. Cluster 3 included the least level of the score but with an active disease parameter.

摘要

背景

幼年特发性关节炎(JIA)是一种影响儿童的慢性风湿性疾病。早期发现和治疗 JIA 髋关节受累对于预防功能障碍和降低生活质量至关重要。髋关节幼年特发性关节炎放射学评分(CARSH)是一种经过验证的放射学评分系统,用于评估 JIA 髋关节受累情况。在这项研究中,我们旨在使用聚类分析确定 CARSH 评分的截断值。

方法

该研究为横断面分析,纳入了髋关节受累的 JIA 患者,这些患者接受了骨盆 X 线检查。两名经验丰富的儿科风湿病学家在基线时和 3 周后分别对同一张骨盆 X 线片进行了两次解读,以评估可靠性。每位读者对每个髋关节进行了四次 CARSH 评分计算(每位读者两次)。对于 50 个髋关节,共获得了 200 次 CARSH 评分解读。采用基于模型的聚类来识别 CARSH 评分解读的不同组,并描述每个聚类的表型。

结果

共纳入 25 例髋关节受累的儿童。平均年龄为 13.9±4.6 岁。JIA 亚型如下:ERA 占 64%,少关节炎占 16%,银屑病关节炎占 12%,多关节炎 RF+占 4%,RF-占 4%。对于 200 次髋关节解读,基于 CARSH 水平确定了三个聚类。聚类 1 由 17 次 CARSH 评分解读组成,中位数为 7±3(范围为 1 至 15)。该组主要包括附着点相关关节炎(ERA)和银屑病关节炎患者。与其他聚类相比,聚类 1 中的患者通常年龄较大,诊断延迟时间较长,疾病持续时间较长。聚类 2 表现出中等程度的 CARSH 评分,平均得分为 4±3(范围为 1 至 15)。与其他聚类相比,该组患者的体重明显更高。聚类 3 代表髋关节受累程度最低的组,其 CARSH 评分为 2±1(范围为 0 至 9)。该聚类中男性患者比例较高,C 反应蛋白(CRP)水平也高于其他聚类。关于 CARSH 评分的个别项目,聚类 1 显示出更高比例的髋关节 X 线异常,如关节间隙变窄、侵蚀、生长异常和软骨下囊肿。聚类 2 的特征是髋臼硬化率较高,其他 CARSH 评分项目几乎没有异常。聚类 3 是唯一出现髋关节半脱位的组,其他评分项目异常最小。总之,这项研究确定了三个不同的 CARSH 评分组,代表了 JIA 髋关节受累的不同严重程度。这些发现为评估和管理髋关节受累的 JIA 患者的临床医生提供了有价值的见解,使他们能够根据病情的严重程度制定量身定制的治疗策略。关键点:

  • 虽然髋关节幼年特发性关节炎放射学评分(CARSH)是一种在髋关节相关幼年特发性关节炎中有效的可靠工具,但由于缺乏可用的截断值,其在日常实践中的应用受到限制。

  • 聚类分析根据 CARSH 水平定义了三个聚类。

  • 聚类 1 表现出最高的评分,具有更多的损伤和残疾。聚类 2 涉及中度评分和更多超重患者。聚类 3 包括评分最低的水平,但具有活跃的疾病参数。

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Juvenile idiopathic arthritis: from aetiopathogenesis to therapeutic approaches.幼年特发性关节炎:从发病机制到治疗方法。
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Hip involvement in children with enthesitis related arthritis (ERA) is associated with poor outcomes in adulthood.髋关节受累与附着点相关关节炎(ERA)患儿成年后预后不良相关。
Clin Rheumatol. 2021 Nov;40(11):4619-4627. doi: 10.1007/s10067-021-05807-3. Epub 2021 Jun 25.
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Representation Learning for the Clustering of Multi-Omics Data.
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Imaging assessment of children presenting with suspected or known juvenile idiopathic arthritis: ESSR-ESPR points to consider.疑似或已知幼年特发性关节炎患儿的影像学评估:ESSR-ESPR 需考虑要点。
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FilterK: A new outlier detection method for k-means clustering of physical activity.FilterK:一种用于身体活动 k 均值聚类的新异常值检测方法。
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