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A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus

机译:一种多模态MRI方法,用于识别和表征神经精神系统性红斑狼疮的微结构脑部变化

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Systemic lupus erythematosus (SLE) is an autoimmune disease with multi-organ involvement and results in neurological and psychiatric (NP) symptoms in up to 40% of the patients. To date, the diagnosis of neuropsychiatric systemic lupus erythematosus (NPSLE) poses a challenge due to the lack of neuroradiological gold standards. In this study, we aimed to better localize and characterize normal appearing white matter (NAWM) changes in NPSLE by combining data from two quantitative MRI techniques, diffusion tensor imaging (DTI) and magnetization transfer imaging (MTI). 9 active NPSLE patients (37?±?13?years, all females), 9 SLE patients without NP symptoms (44?±?11?years, all females), and 14 healthy controls (HC) (40?±?9?years, all females) were included in the study. MTI, DTI and fluid attenuated inversion recovery (FLAIR) images were collected from all subjects on a 3?T MRI scanner. Magnetization transfer ratio (MTR), mean diffusivity (MD), fractional anisotropy (FA), radial diffusivity (RD), axial diffusivity (AD) maps and white matter lesion maps based on the FLAIR images were created for each subject. MTR and DTI data were then co-analyzed using tract-based spatial statistics and a cumulative lesion map to exclude lesions. Significantly lower MTR and FA and significantly higher AD, RD and MD were found in NPSLE compared to HC in NAWM regions. The differences in DTI measures and in MTR, however, were only moderately co-localized. Additionally, significant differences in DTI measures, but not in MTR, were found between NPSLE and SLE patients, suggesting that the underlying microstructural changes detected by MD are linked to the onset of NPSLE. The co-analysis of the anatomical distribution of MTI and DTI measures can potentially improve the diagnosis of NPSLE and contribute to the understanding of the underlying microstructural damage. Graphical abstract Display Omitted Highlights ? NAWM is investigated in NPSLE and SLE using MTI and DTI. ? Differences in DTI and MTR between NPSLE and HC are widespread but only moderately co-localized. ? Significant differences in MD between SLE and NPSLE suggest link to onset of NPSLE.
机译:系统性红斑狼疮(SLE)是一种多器官受累的自身免疫性疾病,可导致多达40%的患者出现神经和精神病(NP)症状。迄今为止,由于缺乏神经放射学金标准,对神经精神系统性红斑狼疮(NPSLE)的诊断提出了挑战。在这项研究中,我们旨在通过结合来自两种定量MRI技术,弥散张量成像(DTI)和磁化传递成像(MTI)的数据,更好地定位和表征NPSLE中正常出现的白质(NAWM)变化。 9例活跃的NPSLE患者(37?±?13?岁,所有女性),9例无NP症状的SLE患者(44?±?11?岁,所有女性)和14个健康对照(HC)(40?±9 ??年,所有女性)都纳入了研究。在3?T MRI扫描仪上收集了所有受试者的MTI,DTI和液体衰减反转恢复(FLAIR)图像。为每个对象创建了基于FLAIR图像的磁化传递比(MTR),平均扩散率(MD),分数各向异性(FA),径向扩散率(RD),轴向扩散率(AD)图和白质病变图。然后使用基于区域的空间统计数据和累积病灶图对MTR和DTI数据进行共分析,以排除病灶。与NAWM地区的HC相比,NPSLE的MTR和FA显着较低,AD,RD和MD显着较高。但是,DTI措施和MTR的差异只是中等程度的共定位。此外,在NPSLE和SLE患者之间发现DTI措施有显着差异,但在MTR中没有发现差异,这表明MD检测到的潜在微结构变化与NPSLE的发作有关。 MTI和DTI措施的解剖分布的共同分析可以潜在地改善NPSLE的诊断,并有助于理解潜在的微结构损伤。图形摘要显示省略的突出显示?使用MTI和DTI在NPSLE和SLE中研究了NAWM。 ? NPSLE和HC在DTI和MTR上的差异普遍存在,但仅适度共定位。 ? SLE和NPSLE之间MD的显着差异提示与NPSLE的发作有关。

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