Liao Huiting, Cai Zimeng, Ye Haiqi, Chen QianLan, Zhang Yan, Shaghaghi Mehran, Lutz Sarah E, Chen Weiwei, Cai Kejia
Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
Front Neurosci. 2023 Jan 11;16:1105376. doi: 10.3389/fnins.2022.1105376. eCollection 2022.
Conventional gadolinium (Gd)-enhanced MRI is currently used for stratifying the lesion activity of multiple sclerosis (MS) despite limited correlation with disability and disease activity. The stratification of MS lesion activity needs further improvement to better support clinics.
To investigate if the novel proton exchange rate ( ) MRI combined with quantitative susceptibility mapping (QSM) may help to further stratify non-enhanced (Gd-negative) MS lesions.
From December 2017 to December 2020, clinically diagnosed relapsing-remitting MS patients who underwent MRI were consecutively enrolled in this IRB-approved retrospective study. The customized MRI protocol covered conventional T-weighted, T-fluid-attenuated-inversion-recovery, pre- and post-contrast T-weighted imaging, and quantitative sequences, including MRI based on direct-saturation removed omega plots and QSM. Each MS lesion was evaluated based on its Gd-enhancement as well as its susceptibility and elevation compared to the normal appearing white matter. The difference and correlation concerning lesion characteristics and imaging contrasts were analyzed using the Mann-Whitney U test or Kruskal-Wallis test, and Spearman rank analysis with < 0.05 considered significant.
A total of 322 MS lesions from 30 patients were identified with 153 Gd-enhanced and 169 non-enhanced lesions. We found that the elevation of all lesions significantly correlated with their susceptibility elevation ( = 0.30, < 0.001). Within the 153 MS lesions with Gd-enhancement, ring-enhanced lesions showed higher elevation than the nodular-enhanced ones' ( < 0.001). Similarly, lesions with ring-hyperintensity in QSM also had higher elevation than the lesions with nodular-QSM-hyperintensity ( < 0.001). Of the 169 Gd-negative lesions, three radiological patterns were recognized according to lesion manifestations on the map and QSM images: Pattern I ( and QSM, = 114, 67.5%), Pattern II (only or QSM, = 47, 27.8%) and Pattern III ( and QSM, = 8, 4.7%). Compared to Pattern II and III, Pattern I had higher ( < 0.001) and susceptibility ( < 0.05) elevation. The percentage of Pattern I of each subject was negatively correlated with the disease duration ( = -0.45, = 0.015).
As a potential imaging biomarker for inflammation due to oxidative stress, MRI combined with QSM is promising in extending the clinical classification of MS lesions beyond conventional Gd-enhanced MRI.
尽管传统钆(Gd)增强磁共振成像(MRI)与残疾和疾病活动的相关性有限,但目前仍用于对多发性硬化症(MS)的病变活动进行分层。MS病变活动的分层需要进一步改进,以更好地为临床提供支持。
研究新型质子交换率( )MRI联合定量磁化率成像(QSM)是否有助于进一步对非增强(Gd阴性)MS病变进行分层。
2017年12月至2020年12月,连续纳入本机构审查委员会批准的回顾性研究中接受MRI检查的临床诊断为复发缓解型MS患者。定制的MRI方案包括传统T加权、T液体衰减反转恢复、对比剂前后T加权成像以及定量序列,包括基于直接饱和去除欧米伽图的 MRI和QSM。根据每个MS病变的Gd增强情况以及与正常白质相比的磁化率和 升高情况进行评估。使用Mann-Whitney U检验或Kruskal-Wallis检验以及Spearman秩分析来分析病变特征和成像对比的差异及相关性, < 0.05被认为具有统计学意义。
共识别出30例患者的322个MS病变,其中153个为Gd增强病变,169个为非增强病变。我们发现所有病变的 升高与其磁化率升高显著相关( = 0.30, < 0.001)。在153个Gd增强的MS病变中,环形增强病变的 升高高于结节状增强病变( < 0.001)。同样,QSM中呈环形高信号的病变的 升高也高于呈结节状QSM高信号的病变( < 0.001)。在169个Gd阴性病变中,根据 图和QSM图像上的病变表现识别出三种放射学模式:模式I( 和QSM均异常, = 114,67.5%)、模式II(仅 或QSM异常, = 47,27.8%)和模式III( 和QSM均正常, = 8,4.7%)。与模式II和III相比,模式I的 升高( < 0.001)和磁化率升高( < 0.05)更高。每个受试者模式I的百分比与疾病持续时间呈负相关( = -0.45, = 0.015)。
作为氧化应激引起炎症的潜在成像生物标志物, MRI联合QSM有望扩展MS病变的临床分类,超越传统的Gd增强MRI。