Quantifying Remyelination Using χ-Separation in White Matter and Cortical Multiple Sclerosis Lesions

被引:4
|
作者
Muller, Jannis [1 ,2 ,3 ,4 ,5 ]
Lu, Po-Jui [1 ,2 ,3 ,4 ,5 ]
Cagol, Alessandro [1 ,2 ,3 ,4 ,5 ,6 ]
Ruberte, Esther [1 ,2 ,3 ,4 ,5 ]
Shin, Hyeong-Geol [7 ]
Ocampo-Pineda, Mario [1 ,2 ,3 ,4 ,5 ]
Chen, Xinjie [1 ,2 ,3 ,4 ,5 ]
Tsagkas, Charidimos [1 ,2 ,3 ,4 ,5 ]
Barakovic, Muhamed [1 ,2 ,3 ,4 ,5 ]
Galbusera, Riccardo [1 ,2 ,3 ,4 ,5 ]
Weigel, Matthias [1 ,2 ,3 ,4 ,5 ,8 ]
Schaedelin, Sabine A. [1 ,9 ]
Wang, Yi [10 ]
Nguyen, Thanh D. [10 ]
Spincemaille, Pascal [10 ]
Kappos, Ludwig [1 ,2 ,3 ,4 ,5 ]
Kuhle, Jens [2 ,3 ,4 ,5 ]
Lee, Jongho [7 ]
Granziera, Cristina [1 ,2 ,3 ,4 ,5 ]
机构
[1] Translat Imaging Neurol ThINk Basel, Basel, Switzerland
[2] Univ Hosp Basel, Fac Med, Dept Biomed Engn, Basel, Switzerland
[3] Univ Hosp Basel, MS Ctr, Neurol Clin & Policlin, Basel, Switzerland
[4] Univ Hosp Basel, Res Ctr Clin Neuroimmunol & Neurosci Basel RC2NB, Basel, Switzerland
[5] Univ Basel, Basel, Switzerland
[6] Univ Genoa, Dept Hlth Sci, Genoa, Italy
[7] Seoul Natl Univ, Dept Elect & Comp Engn, Lab Imaging Sci & Technol, Seoul, South Korea
[8] Univ Hosp Basel, Dept Radiol, Div Radiol Phys, Basel, Switzerland
[9] Univ Hosp Basel, Dept Clin Res, Clin Trial Unit, Basel, Switzerland
[10] Cornell Univ, Weill Med Coll, Dept Radiol, New York, NY USA
关键词
MYELIN WATER FRACTION; IRON; VALIDATION; MRI;
D O I
10.1212/WNL.0000000000209604
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Objectives Myelin and iron play essential roles in remyelination processes of multiple sclerosis (MS) lesions. chi-separation, a novel biophysical model applied to multiecho T2*-data and T2-data, estimates the contribution of myelin and iron to the obtained susceptibility signal. We used this method to investigate myelin and iron levels in lesion and nonlesion brain areas in patients with MS and healthy individuals. Methods This prospective MS cohort study included patients with MS fulfilling the McDonald Criteria 2017 and healthy individuals, aged 18 years or older, with no other neurologic comorbidities. Participants underwent MRI at baseline and after 2 years, including multiecho GRE-(T2*) and FAST-(T2) sequences. Using chi-separation, we generated myelin-sensitive and iron-sensitive susceptibility maps. White matter lesions (WMLs), cortical lesions (CLs), surrounding normal-appearing white matter (NAWM), and normal-appearing gray matter were segmented on fluid-attenuated inversion recovery and magnetization-prepared 2 rapid gradient echo images, respectively. Cross-sectional group comparisons used Wilcoxon rank-sum tests, longitudinal analyses applied Wilcoxon signed-rank tests. Associations with clinical outcomes (disease phenotype, age, sex, disease duration, disability measured by Expanded Disability Status Scale [EDSS], neurofilament light chain levels, and T2-lesion number and volume) were assessed using linear regression models. Results Of 168 patients with MS (median [interquartile range (IQR)] age 47.0 [21.7] years; 101 women; 6,898 WMLs, 775 CLs) and 103 healthy individuals (age 33.0 [10.5] years, 57 women), 108 and 62 were followed for a median of 2 years, respectively (IQR 0.1; 5,030 WMLs, 485 CLs). At baseline, WMLs had lower myelin (median 0.025 [IQR 0.015] parts per million [ppm]) and iron (0.017 [0.015] ppm) than the corresponding NAWM (myelin 0.030 [0.012]; iron 0.019 [0.011] ppm; both p < 0.001). After 2 years, both myelin (0.027 [0.014] ppm) and iron had increased (0.018 [0.015] ppm; both p < 0.001). Younger age (p < 0.001, b = -5.111 x 10-5), lower disability (p = 0.04, b = -2.352 x 10-5), and relapsing-remitting phenotype (RRMS, 0.003 [0.01] vs primary progressive 0.002 [IQR 0.01], p < 0.001; vs secondary progressive 0.0004 [IQR 0.01], p < 0.001) at baseline were associated with remyelination. Increment of myelin correlated with clinical improvement measured by EDSS (p = 0.015, b = -6.686 x 10-4). Discussion chi-separation, a novel mathematical model applied to multiecho T2*-images and T2-images shows that young RRMS patients with low disability exhibit higher remyelination capacity, which correlated with clinical disability over a 2-year follow-up.
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页数:14
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