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磁共振成像纹理分析用于定量评估青少年特发性关节炎的下颌髁。

Magnetic resonance imaging texture analysis for quantitative evaluation of the mandibular condyle in juvenile idiopathic arthritis.

机构信息

Postgraduate Program in Dentistry, Cruzeiro Do Sul University (UNICSUL), São Paulo, 01506-000, Brazil.

Division of Oral Radiology, Department of Oral Diagnosis, Piracicaba Dental School, University of Campinas (UNICAMP), Campinas, Brazil.

出版信息

Oral Radiol. 2023 Apr;39(2):329-340. doi: 10.1007/s11282-022-00641-y. Epub 2022 Aug 10.

Abstract

OBJECTIVES

Juvenile idiopathic arthritis (JIA) is a chronic inflammatory disease that affects the joints and other organs, including the development of the former in a growing child. This study aimed to evaluate the feasibility of texture analysis (TA) based on magnetic resonance imaging (MRI) to provide biomarkers that serve to identify patients likely to progress to temporomandibular joint damage by associating JIA with age, gender and disease onset age.

METHODS

The radiological database was retrospectively reviewed. A total of 45 patients were first divided into control group (23) and JIA group (22). TA was performed using grey-level co-occurrence matrix (GLCM) parameters, in which 11 textural parameters were calculated using MaZda software. These 11 parameters were ranked based on the p value obtained with ANOVA and then correlated with age, gender and disease onset age.

RESULTS

Significant differences in texture parameters of condyle were demonstrated between JIA group and control group (p < 0.05). There was a progressive loss of uniformity in the grayscale pixels of MRI with an increasing age in JIA group.

CONCLUSIONS

MRI TA of the condyle can make it possible to detect the alterations in bone marrow of patients with JIA and promising tool which may help the image analysis.

摘要

目的

幼年特发性关节炎(JIA)是一种慢性炎症性疾病,影响关节和其他器官,包括生长中儿童的前关节发育。本研究旨在评估基于磁共振成像(MRI)的纹理分析(TA)的可行性,提供有助于通过将 JIA 与年龄、性别和发病年龄相关联来识别可能进展为颞下颌关节损伤的患者的生物标志物。

方法

对放射学数据库进行了回顾性分析。共有 45 名患者首先分为对照组(23 名)和 JIA 组(22 名)。使用灰度共生矩阵(GLCM)参数进行 TA,使用 MaZda 软件计算 11 个纹理参数。这些 11 个参数根据 ANOVA 获得的 p 值进行排序,然后与年龄、性别和发病年龄相关联。

结果

JIA 组和对照组之间的髁突纹理参数存在显著差异(p<0.05)。JIA 组中 MRI 的灰度像素均匀性随着年龄的增加而逐渐丧失。

结论

髁突的 MRI TA 可以检测 JIA 患者骨髓的改变,是一种有前途的工具,可能有助于图像分析。

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