中国神经再生研究(英文版) ›› 2026, Vol. 21 ›› Issue (6): 2467-2474.doi: 10.4103/NRR.NRR-D-25-00730

• 原著:脑损伤修复保护与再生 • 上一篇    下一篇

基于多重扩散模型和相关扩散指标检测系统性红斑狼疮患者脑白质微结构改变

  

  • 出版日期:2026-06-15 发布日期:2026-04-18
  • 基金资助:
    国家自然科学基金联合基金(U22A20309)、辽宁省自然科学基金(2023-MS-07);以及辽宁省揭秘重点科技项目)2021JH1/10400051)

Detection of white matter microstructural changes in patients with systemic lupus erythematosus based on multiple diffusion models and related diffusion metrics.

Zhenxing Li1, #, Huanhuan Li1, #, Bailing Tian2, #, Huiyang Liu1, Yueluan Jiang3, Pingting Yang2, Guoguang Fan1, Hu Liu1, *   

  1. 1Department of Radiology, The First Hospital of China Medical University, Shenyang, Liaoning Province, China; 
    2Department of Rheumatology and Immunology, The First Hospital of China Medical University, Shenyang, Liaoning Province, China; 
    3MR Research Collaboration Team, Siemens Healthineers Co., Ltd., Beijing, China
  • Online:2026-06-15 Published:2026-04-18
  • Contact: Hu Liu, PhD, MD, liuhu1234567@126.com.
  • Supported by:
    This study was supported by the National Natural Science Foundation Joint Fund, No. U22A20309 (to PY); the Natural Science Foundation of Liaoning Province, No. 2023-MS-07 (to HuL); and the Unveiling Key Scientific and Technological Projects of Liaoning Province, No. 2021JH1/10400051 (to HuL).

摘要:

部分系统性红斑狼疮患者会并发神经精神症状。磁共振成像虽能观察到患者脑部白质异常信号,但常规手段难以精准捕捉细微的结构变化。在系统性红斑狼疮脑白质的研究中采用了多种扩散模型,但针对其微结构改变检测的敏感性和特异性进行的比较分析仍显不足。为此,课题组设计了一项诊断性试验,运用多模态扩散成像技术观察有神经症状的系统性红斑狼疮患者白质微结构改变,以期揭示有神经精神性症状的系统性红斑狼疮患者的关键诊断标志物。2023年9月至2024年3月期间招募中国医科大学第一附属医院风湿免疫科收治的活动性狼疮住院患者,按美国风湿病学会的标准,将出现神经精神症状的系统性红斑狼疮患者归入系统性红斑狼疮组,无神经精神性症状的系统性红斑狼疮患者构成非系统性红斑狼疮组,同时招募了来自同一地区、性别和年龄匹配的健康志愿者作对照。3组受试者均接受相同的扩散MRI检查方案,以比较各组间扩散参数的差异发现,先进的扩散成像模型能敏感检测到神经精神症状的系统性红斑狼疮患者白质纤维的微结构改变,特定扩散参数在关键脑区呈现显著异常。结果或显示,有神经精神症状的系统性红斑狼疮患者左侧上纵束亚区及右侧丘脑辐射束区域的异常扩散特征与疾病活动度存在明确相关性,表明这些区域的微结构改变可能反映神经炎症损伤的动态过程。研究通过识系统性红斑狼疮患者特异性白质影像生物标志物并阐明微结构损伤与临床表现的关联,解决了系统性红斑狼疮诊断中的关键难题。文章的主要贡献包括:①确立平均表观传播器磁共振成像的轴向回归概率参数作为系统性红斑狼疮敏感生物标志物,尤其左侧上纵束第3亚区;②证实多模态扩散成像较传统扩散张量成像更优于检测系统性红斑狼疮患者白质微结构异常;③整合基于通路的空间统计学与临床相关分析,将影像学发现与病理机制建立了关联。


https://orcid.org/0000-0003-2188-5461 (Hu Liu)

关键词: 扩散峰度成像, 扩散张量成像, 平均表观传播器, 神经突定向分散与密度成像, 神经精神症状的系统性红斑狼疮患者, 回归轴概率, 上纵束-3, 上丘放射束, 基于束的空间统计学, 白质微结构

Abstract: Some patients with systemic lupus erythematosus experience neuropsychiatric symptoms. Although magnetic resonance imaging can detect abnormal signals in the white matter of the brain, conventional methods often struggle to accurately capture microstructural changes. Various diffusion models have been used to study white matter in systemic lupus erythematosus; however, comparative analyses of their sensitivity and specificity for detecting microstructural changes remain insufficient. To address this, our team designed a diagnostic trial that used multimodal diffusion imaging techniques to observe white matter microstructural changes in patients with systemic lupus erythematosus who had neuropsychiatric symptoms, with an aim to identify key diagnostic biomarkers for these patients. Patients with active lupus who received treatment at the Department of Rheumatology and Immunology, The First Affiliated Hospital of China Medical University, from September 2023 to March 2024 were recruited. According to the standards of the American College of Rheumatology, patients with systemic lupus erythematosus who had neuropsychiatric symptoms were assigned to the systemic lupus erythematosus group, whereas those without neuropsychiatric symptoms were assigned to the non-systemic lupus erythematosus group. Additionally, healthy volunteers matched by region, sex, and age were recruited as controls. All three groups underwent the same diffusion magnetic resonance imaging examination protocol to compare differences in diffusion parameters. Advanced diffusion imaging models were able to sensitively detect microstructural changes in the white matter fibers of patients with systemic lupus erythematosus who had neuropsychiatric symptoms, with specific diffusion parameters showing significant abnormalities in key brain regions. In the left superior longitudinal fasciculus subregion and the right thalamic radiations of patients with systemic lupus erythematosus who had neuropsychiatric symptoms, we also identified abnormal diffusion characteristics that were clearly correlated with disease activity, suggesting that microstructural changes in these areas may reflect the dynamic process of neuroinflammatory damage. The present study addresses critical challenges in the diagnosis of systemic lupus erythematosus by identifying specific white matter imaging biomarkers and elucidating the association between microstructural damage and clinical manifestations. The main contributions of our study include: 1) establishing axial regression probability parameters from mean apparent propagator magnetic resonance imaging as sensitive biomarkers for systemic lupus erythematosus, particularly in the third subregion of the left superior longitudinal fasciculus; 2) demonstrating that multimodal diffusion imaging may be superior to conventional diffusion tensor imaging for detecting white matter microstructural abnormalities in patients with systemic lupus erythematosus; and 3) integrating tract-based spatial statistics with clinically relevant analyses to link imaging findings to pathological mechanisms.

Key words: diffusion kurtosis imaging, diffusion tensor imaging, mean apparent propagator, neurite orientation dispersion and density imaging, neuropsychiatric systemic lupus erythematosus, return to axis probability, return to origin probability, superior longitudinal fasciculus-3, superior thalamic radiation, tract-based spatial statistics, white matter microstructure