Personalized Healthcare Imaging, Genentech, Inc., South San Francisco, CA 94080, USA.
Personalized Healthcare Imaging, Genentech, Inc., South San Francisco, CA 94080, USA.
Neuroimage Clin. 2022;34:102959. doi: 10.1016/j.nicl.2022.102959. Epub 2022 Feb 14.
Despite advancements in treatments for multiple sclerosis, insidious disease progression remains an area of unmet medical need, for which atrophy-based biomarkers may help better characterize the progressive biology.
We developed and applied a method of longitudinal deformation-based morphometry to provide voxel-level assessments of brain volume changes and identified brain regions that were significantly impacted by disease-modifying therapy.
Using brain MRI data from two identically designed pivotal trials of relapsing multiple sclerosis (total N = 1483), we identified multiple deep brain regions, including the thalamus and brainstem, where volume loss over time was reduced by ocrelizumab (p < 0.05), a humanized anti-CD20 + monoclonal antibody approved for the treatment of multiple sclerosis. Additionally, identified brainstem shrinkage, as well as brain ventricle expansion, was associated with a greater risk for confirmed disability progression (p < 0.05).
The identification of deep brain structures has a strong implication for developing new biomarkers of brain atrophy reduction to advance drug development for multiple sclerosis, which has an increasing focus on targeting the progressive biology.
尽管多发性硬化症的治疗方法取得了进展,但疾病仍在悄然进展,这仍是未满足的医学需求,基于萎缩的生物标志物可能有助于更好地描述进行性生物学。
我们开发并应用了一种基于纵向变形的形态计量学方法,对脑容量变化进行体素水平评估,并确定了受疾病修正治疗显著影响的脑区。
使用来自两项设计相同的多发性硬化复发关键性试验的脑 MRI 数据(总 N=1483),我们发现多个深部脑区(包括丘脑和脑干)的体积随时间的损失减少了奥瑞珠单抗(p<0.05),奥瑞珠单抗是一种人源化抗 CD20+单克隆抗体,已被批准用于多发性硬化症的治疗。此外,确定的脑干萎缩以及脑室扩张与确诊残疾进展的风险增加相关(p<0.05)。
深部脑结构的识别对开发新的脑萎缩减少生物标志物具有重要意义,可推进多发性硬化症的药物开发,目前越来越关注靶向进行性生物学。