Department of Neurology, Ahmanson-Lovelace Brain Mapping Center, David Geffen School of Medicine at UCLA, Los Angeles, California.
UCLA Multiple Sclerosis Program, Department of Neurology, David Geffen School of Medicine at UCLA, Los Angeles, California.
Brain Behav. 2018 Sep;8(9):e01086. doi: 10.1002/brb3.1086. Epub 2018 Aug 24.
Progressive gray matter (GM) atrophy is a hallmark of multiple sclerosis (MS). Cognitive impairment has been observed in 40%-70% of MS patients and has been linked to GM atrophy. In a phase 2 trial of estriol treatment in women with relapsing-remitting MS (RRMS), higher estriol levels correlated with greater improvement on the paced auditory serial addition test (PASAT) and imaging revealed sparing of localized GM in estriol-treated compared to placebo-treated patients. To better understand the significance of this GM sparing, the current study explored the relationships between the GM sparing and traditional MRI measures and clinical outcomes.
Sixty-two estriol- and forty-nine placebo-treated RRMS patients underwent clinical evaluations and brain MRI. Voxel-based morphometry (VBM) was used to evaluate voxelwise GM sparing from high-resolution T1-weighted scans.
A region of treatment-induced sparing (TIS) was defined as the areas where GM was spared in estriol- as compared to placebo-treated groups, localized primarily within the frontal and parietal cortices. We observed that TIS volume was directly correlated with improvement on the PASAT. Next, a longitudinal cognitive disability-specific atlas (DSA) was defined by correlating voxelwise GM volumes with PASAT scores, that is, areas where less GM correlated with less improvement in PASAT scores. Finally, overlap between the TIS and the longitudinal cognitive DSA revealed a specific region of cortical GM that was preserved in estriol-treated subjects that was associated with better performance on the PASAT.
Discovery of this region of overlap was biology driven, not based on an a priori structure of interest. It included the medial frontal cortex, an area previously implicated in problem solving and attention. These findings indicate that localized GM sparing during estriol treatment was associated with improvement in cognitive testing, suggesting a clinically relevant, disability-specific biomarker for clinical trials of candidate neuroprotective treatments in MS.
进行性灰质(GM)萎缩是多发性硬化症(MS)的标志。在 40%-70%的 MS 患者中观察到认知障碍,并且与 GM 萎缩有关。在一项雌激素治疗复发缓解型 MS(RRMS)女性的 2 期试验中,较高的雌三醇水平与 paced auditory serial addition test(PASAT)的改善程度呈正相关,并且影像学显示与安慰剂治疗相比,雌三醇治疗的患者局部 GM 保留。为了更好地理解这种 GM 保留的意义,本研究探讨了 GM 保留与传统 MRI 测量和临床结果之间的关系。
62 名雌三醇治疗和 49 名安慰剂治疗的 RRMS 患者接受了临床评估和脑部 MRI。基于体素的形态计量学(VBM)用于评估来自高分辨率 T1 加权扫描的体素 GM 保留。
定义了一个治疗诱导的保留区(TIS),即 GM 在雌三醇治疗组中与安慰剂治疗组相比被保留的区域,主要位于额叶和顶叶皮层内。我们观察到 TIS 体积与 PASAT 的改善直接相关。接下来,通过将体素 GM 体积与 PASAT 分数相关联,定义了一个纵向认知障碍特异性图谱(DSA),即 GM 体积与 PASAT 分数相关性越低,PASAT 分数改善越低。最后,TIS 与纵向认知 DSA 之间的重叠揭示了一个在雌三醇治疗组中皮质 GM 保留的特定区域,与 PASAT 上更好的表现相关。
这种重叠区域的发现是由生物学驱动的,而不是基于先验的结构。它包括内侧额叶皮层,这是以前涉及解决问题和注意力的区域。这些发现表明,雌三醇治疗期间的局部 GM 保留与认知测试的改善相关,这表明在 MS 的候选神经保护治疗的临床试验中,存在一种具有临床意义的、与残疾相关的特定生物标志物。