Marrie Ruth Ann, Patel Ronak, Figley Chase R, Kornelsen Jennifer, Bolton James M, Graff Lesley A, Mazerolle Erin L, Helmick Carl, Uddin Md Nasir, Figley Teresa D, Marriott James J, Bernstein Charles N, Fisk John D
Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
Front Neurol. 2022 May 24;13:910014. doi: 10.3389/fneur.2022.910014. eCollection 2022.
Vascular comorbidities are associated with reduced cognitive performance and with changes in brain structure in people with multiple sclerosis (MS). Understanding causal pathways is necessary to support the design of interventions to mitigate the impacts of comorbidities, and to monitor their effectiveness. We assessed the inter-relationships among vascular comorbidity, cognition and brain structure in people with MS.
Adults with neurologist-confirmed MS reported comorbidities, and underwent assessment of their blood pressure, HbA1c, and cognitive functioning (i.e., Symbol Digit Modalities Test, California Verbal Learning Test, Brief Visuospatial Memory Test-Revised, and verbal fluency). Test scores were converted to age-, sex-, and education-adjusted z-scores. Whole brain magnetic resonance imaging (MRI) was completed, from which measures of thalamic and hippocampal volumes, and mean diffusivity of gray matter and normal-appearing white matter were converted to age and sex-adjusted z-scores. Canonical correlation analysis was used to identify linear combinations of cognitive measures (cognitive variate) and MRI measures (MRI variate) that accounted for the most correlation between the cognitive and MRI measures. Regression analyses were used to test whether MRI measures mediated the relationships between the number of vascular comorbidities and cognition measures.
Of 105 participants, most were women (84.8%) with a mean (SD) age of 51.8 (12.8) years and age of symptom onset of 29.4 (10.5) years. Vascular comorbidity was common, with 35.2% of participants reporting one, 15.2% reporting two, and 8.6% reporting three or more. Canonical correlation analysis of the cognitive and MRI variables identified one pair of variates (Pillai's trace = 0.45, = 0.0035). The biggest contributors to the cognitive variate were the SDMT and CVLT-II, and to the MRI variate were gray matter MD and thalamic volume. The correlation between cognitive and MRI variates was 0.50; these variates were used in regression analyses. On regression analysis, vascular comorbidity was associated with the MRI variate, and with the cognitive variate. After adjusting for the MRI variate, vascular comorbidity was not associated with the cognitive variate.
Vascular comorbidity is associated with lower cognitive function in people with MS and this association is partially mediated via changes in brain macrostructure and microstructure.
血管合并症与多发性硬化症(MS)患者的认知能力下降及脑结构变化相关。了解因果途径对于支持减轻合并症影响的干预措施设计及其效果监测至关重要。我们评估了MS患者血管合并症、认知和脑结构之间的相互关系。
经神经科医生确诊为MS的成年人报告其合并症,并接受血压、糖化血红蛋白和认知功能评估(即符号数字模式测验、加利福尼亚言语学习测验、修订版简短视觉空间记忆测验和言语流畅性测验)。测验分数转换为经年龄、性别和教育程度调整的z分数。完成全脑磁共振成像(MRI),从中得出丘脑和海马体积测量值,以及灰质和正常外观白质的平均扩散率,并将其转换为经年龄和性别调整的z分数。采用典型相关分析来确定认知测量值(认知变量)和MRI测量值(MRI变量)的线性组合,这些组合在认知和MRI测量值之间具有最大相关性。采用回归分析来检验MRI测量值是否介导血管合并症数量与认知测量值之间的关系。
105名参与者中,大多数为女性(84.8%),平均(标准差)年龄为51.8(12.8)岁,症状出现年龄为29.4(10.5)岁。血管合并症很常见,35.2%的参与者报告有一种合并症,15.2%报告有两种,8.6%报告有三种或更多。对认知和MRI变量进行典型相关分析确定了一对变量(皮莱迹 = 0.45,P = 0.0035)。对认知变量贡献最大的是符号数字模式测验和加利福尼亚言语学习测验第二部分,对MRI变量贡献最大的是灰质平均扩散率和丘脑体积。认知和MRI变量之间的相关性为0.50;这些变量用于回归分析。回归分析显示,血管合并症与MRI变量相关,也与认知变量相关。在对MRI变量进行调整后,血管合并症与认知变量不再相关。
血管合并症与MS患者较低的认知功能相关,且这种关联部分通过脑宏观结构和微观结构的变化介导。