Williams Thomas, John Nevin, Calvi Alberto, Bianchi Alessia, De Angelis Floriana, Doshi Anisha, Wright Sarah, Shatila Madiha, Yiannakas Marios C, Chowdhury Fatima, Stutters Jon, Ricciardi Antonio, Prados Ferran, MacManus David, Grussu Francesco, Karsa Anita, Samson Becky, Battiston Marco, Gandini Wheeler-Kingshott Claudia A M, Shmueli Karin, Ciccarelli Olga, Barkhof Frederik, Chataway Jeremy
NMR Research Unit, Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom.
Monash University, Department of Medicine, School of Clinical Sciences, Clayton, Australia.
Neuroimage Rep. 2024 Sep;4(3):100216. doi: 10.1016/j.ynirp.2024.100216.
Deep grey matter pathology is a key driver of disability worsening in people with multiple sclerosis. Quantitative susceptibility mapping (QSM) is an advanced magnetic resonance imaging (MRI) technique which quantifies local magnetic susceptibility from variations in phase produced by changes in the local magnetic field. In the deep grey matter, susceptibility has previously been validated against tissue iron concentration. However, it currently remains unknown whether susceptibility is abnormal in older progressive MS cohorts, and whether it correlates with disability.
To investigate differences in mean regional susceptibility in deep grey matter between people with secondary progressive multiple sclerosis (SPMS) and healthy controls; to examine in patients the relationships between deep grey matter susceptibility and clinical and imaging measures of disease severity.
Baseline data from a subgroup of the MS-STAT2 trial (simvastatin vs. placebo in SPMS, NCT03387670) were included. The subgroup underwent clinical assessments and an advanced MRI protocol at 3T. A cohort of age-matched healthy controls underwent the same MRI protocol. Susceptibility maps were reconstructed using a robust QSM pipeline from multi-echo 3D gradient-echo sequence. Regions of interest (ROIs) in the thalamus, globus pallidus and putamen were segmented from 3D T1-weighted images, and lesions segmented from 3D fluid-attenuated inversion recovery images. Linear regression was used to compare susceptibility from ROIs between patients and controls, adjusting for age and sex. Where significant differences were found, we further examined the associations between ROI susceptibility and clinical and imaging measures of MS severity.
149 SPMS (77% female; mean age: 53 yrs; median Expanded Disability Status Scale (EDSS): 6.0 [interquartile range 4.5-6.0]) and 33 controls (52% female, mean age: 57) were included.Thalamic susceptibility was significantly lower in SPMS compared to controls: mean (SD) 28.6 (12.8) parts per billion (ppb) in SPMS vs. 39.2 (12.7) ppb in controls; regression coefficient: -12.0 [95% confidence interval: -17.0 to -7.1], p < 0.001. In contrast, globus pallidus and putamen susceptibility were similar between both groups.In SPMS, a 10 ppb lower thalamic susceptibility was associated with a +0.13 [+0.01 to +0.24] point higher EDSS (p < 0.05), a -2.4 [-3.8 to -1.0] point lower symbol digit modality test (SDMT, p = 0.001), and a -2.4 [-3.7 to -1.1] point lower Sloan low contrast acuity, 2.5% (p < 0.01).Lower thalamic susceptibility was also strongly associated with a higher T2 lesion volume (T2LV, p < 0.001) and lower normalised whole brain, deep grey matter and thalamic volumes (all p < 0.001).
The reduced thalamic susceptibility found in SPMS compared to controls suggests that thalamic iron concentrations are lower at this advanced stage of the disease. The observed relationships between lower thalamic susceptibility and more severe physical, cognitive and visual disability suggests that reductions in thalamic iron may correlate with important mechanisms of clinical disease progression. Such mechanisms appear to intimately link reductions in thalamic iron with higher T2LV and the development of thalamic atrophy, encouraging further research into QSM-derived thalamic susceptibility as a biomarker of disease severity in SPMS.
深部灰质病变是多发性硬化症患者残疾恶化的关键驱动因素。定量磁化率成像(QSM)是一种先进的磁共振成像(MRI)技术,可根据局部磁场变化产生的相位变化来量化局部磁化率。在深部灰质中,磁化率先前已通过组织铁浓度得到验证。然而,目前尚不清楚在老年进展型多发性硬化症队列中磁化率是否异常,以及它是否与残疾相关。
研究继发进展型多发性硬化症(SPMS)患者与健康对照者深部灰质平均区域磁化率的差异;检查患者深部灰质磁化率与疾病严重程度的临床和影像学指标之间的关系。
纳入MS-STAT2试验(SPMS中辛伐他汀与安慰剂对照,NCT03387670)一个亚组的基线数据。该亚组患者接受了临床评估和3T场强下的高级MRI检查方案。一组年龄匹配的健康对照者接受了相同的MRI检查方案。使用稳健的QSM流程从多回波3D梯度回波序列重建磁化率图。从3D T1加权图像中分割出丘脑、苍白球和壳核的感兴趣区域(ROI),并从3D液体衰减反转恢复图像中分割出病变。采用线性回归比较患者和对照者ROI的磁化率,并对年龄和性别进行校正。在发现显著差异的情况下,我们进一步检查ROI磁化率与MS严重程度的临床和影像学指标之间的关联。
纳入149例SPMS患者(77%为女性;平均年龄:53岁;扩展残疾状态量表(EDSS)中位数:6.0[四分位间距4.5 - 6.0])和33例对照者(52%为女性,平均年龄:57岁)。与对照者相比,SPMS患者丘脑磁化率显著降低:SPMS患者平均(标准差)为28.6(12.8)十亿分之一(ppb),对照者为39.2(12.7)ppb;回归系数:-12.0[95%置信区间:-17.0至-7.1],p < 0.001。相比之下,两组间苍白球和壳核的磁化率相似。在SPMS患者中,丘脑磁化率每降低10 ppb,EDSS升高+0.13[+0.01至+0.24]分(p < 0.05),符号数字模态测试(SDMT)降低-2.4[-3.8至-1.0]分(p = 0.001),斯隆低对比度视力降低-2.4[-3.7至-1.1]分,降低2.5%(p < 0.01)。丘脑磁化率降低还与更高的T2病变体积(T2LV,p < 0.001)以及更低的全脑、深部灰质和丘脑归一化体积(均p < 0.001)密切相关。
与对照者相比,SPMS患者丘脑磁化率降低表明在疾病的这一晚期阶段丘脑铁浓度较低。观察到的丘脑磁化率降低与更严重的身体、认知和视觉残疾之间的关系表明,丘脑铁含量的降低可能与临床疾病进展的重要机制相关。这些机制似乎将丘脑铁含量的降低与更高的T2LV以及丘脑萎缩的发展紧密联系起来,这鼓励进一步研究将基于QSM的丘脑磁化率作为SPMS疾病严重程度的生物标志物。