Investigating the relationship between thalamic iron concentration and disease severity in secondary progressive multiple sclerosis using quantitative susceptibility mapping: Cross-sectional analysis from the MS-STAT2 randomised controlled trial

Q4 Neuroscience Neuroimage. Reports Pub Date : 2024-09-01 DOI:10.1016/j.ynirp.2024.100216
Thomas Williams , Nevin John , Alberto Calvi , Alessia Bianchi , Floriana De Angelis , Anisha Doshi , Sarah Wright , Madiha Shatila , Marios C. Yiannakas , Fatima Chowdhury , Jon Stutters , Antonio Ricciardi , Ferran Prados , David MacManus , Francesco Grussu , Anita Karsa , Becky Samson , Marco Battiston , Claudia A.M. Gandini Wheeler-Kingshott , Karin Shmueli , Judy Beveridge
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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.</p></div><div><h3>Objectives</h3><p>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.</p></div><div><h3>Methods</h3><p>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.</p></div><div><h3>Results</h3><p>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.</p><p>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 &lt; 0.001. 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Abstract

Background

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.

Objectives

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.

Methods

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.

Results

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).

Conclusions

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.

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利用定量易感性图谱研究继发性进行性多发性硬化症丘脑铁浓度与疾病严重程度之间的关系:MS-STAT2随机对照试验的横断面分析
背景深部灰质病变是多发性硬化症患者残疾恶化的主要原因。定量磁感应强度图(QSM)是一种先进的磁共振成像(MRI)技术,它能通过局部磁场变化产生的相位变化来量化局部磁感应强度。在深部灰质中,先前已根据组织铁浓度验证了磁感应强度。目的 研究继发性进行性多发性硬化症(SPMS)患者与健康对照组之间深灰色物质平均区域磁感应强度的差异;研究患者深灰色物质磁感应强度与疾病严重程度的临床和影像测量之间的关系。该亚组接受了临床评估和先进的 3T 磁共振成像方案。年龄匹配的健康对照组也接受了相同的磁共振成像方案。利用多回波三维梯度回波序列的稳健 QSM 管道重建了易感性图。从三维T1加权图像中分割出丘脑、丘脑球和丘脑的感兴趣区(ROI),并从三维流体衰减反转恢复图像中分割出病灶。使用线性回归比较患者和对照组 ROI 的易感性,并对年龄和性别进行调整。在发现明显差异的地方,我们进一步研究了ROI易感性与多发性硬化症严重程度的临床和影像测量之间的关联。结果149名SPMS患者(77%为女性;平均年龄:53岁;中位数扩展残疾状态量表(EDSS):6.0[四分位数]:与对照组相比,SPMS 的丘脑敏感性显著降低:SPMS 的平均值(标清)为 28.6 (12.8) ppb,对照组为 39.2 (12.7) ppb;回归系数为-12.0 [95% 置信度]:回归系数:-12.0 [95% 置信区间:-17.0 至 -7.1],p < 0.001。相比之下,丘脑和丘脑易感性在两组之间相似。在SPMS中,丘脑易感性每降低10 ppb,EDSS就会增加+0.13 [+0.01 to +0.在 SPMS 中,丘脑易感性降低 10 ppb 与 EDSS 升高 +0.13 [+0.01 至 +0.24]点(p <;0.05)、符号数字模型测试(SDMT,p = 0.001)降低 -2.4 [-3.8 至 -1.0] 点和 Sloan 低对比度敏锐度降低 2.5% [-3.7 至 -1.1] 点(p <;0.01)有关。较低的丘脑易感性还与较高的 T2 病变体积(T2LV,p <0.001)和较低的正常化全脑、深灰质和丘脑体积(均为 p <0.001)密切相关。观察到的丘脑易感性降低与更严重的肢体、认知和视力残疾之间的关系表明,丘脑铁的降低可能与临床疾病进展的重要机制有关。这种机制似乎将丘脑铁的减少与较高的 T2LV 和丘脑萎缩的发展紧密联系在一起,从而鼓励了对 QSM 衍生的丘脑易感性作为 SPMS 疾病严重程度的生物标志物的进一步研究。
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来源期刊
Neuroimage. Reports
Neuroimage. Reports Neuroscience (General)
CiteScore
1.90
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审稿时长
87 days
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