基于孟德尔随机化和共定位分析的证据强化了特定脑区结构变化与肌萎缩侧索硬化症风险之间的因果关系。
Evidence based on Mendelian randomization and colocalization analysis strengthens causal relationships between structural changes in specific brain regions and risk of amyotrophic lateral sclerosis.
作者信息
Shi Jiaying, Wang Zhaokun, Yi Ming, Xie Shengyu, Zhang Xinyue, Tao Dachang, Liu Yunqiang, Yang Yuan
机构信息
Department of Medical Genetics, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.
出版信息
Front Neurosci. 2024 Mar 5;18:1333782. doi: 10.3389/fnins.2024.1333782. eCollection 2024.
BACKGROUND
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by the degeneration of motor neurons in the brain and spinal cord with a poor prognosis. Previous studies have observed cognitive decline and changes in brain morphometry in ALS patients. However, it remains unclear whether the brain structural alterations contribute to the risk of ALS. In this study, we conducted a bidirectional two-sample Mendelian randomization (MR) and colocalization analysis to investigate this causal relationship.
METHODS
Summary data of genome-wide association study were obtained for ALS and the brain structures, including surface area (SA), thickness and volume of subcortical structures. Inverse-variance weighted (IVW) method was used as the main estimate approach. Sensitivity analysis was conducted detect heterogeneity and pleiotropy. Colocalization analysis was performed to calculate the posterior probability of causal variation and identify the common genes.
RESULTS
In the forward MR analysis, we found positive associations between the SA in four cortical regions (lingual, parahippocampal, pericalcarine, and middle temporal) and the risk of ALS. Additionally, decreased thickness in nine cortical regions (caudal anterior cingulate, frontal pole, fusiform, inferior temporal, lateral occipital, lateral orbitofrontal, pars orbitalis, pars triangularis, and pericalcarine) was significantly associated with a higher risk of ALS. In the reverse MR analysis, genetically predicted ALS was associated with reduced thickness in the bankssts and increased thickness in the caudal middle frontal, inferior parietal, medial orbitofrontal, and superior temporal regions. Colocalization analysis revealed the presence of shared causal variants between the two traits.
CONCLUSION
Our results suggest that altered brain morphometry in individuals with high ALS risk may be genetically mediated. The causal associations of widespread multifocal extra-motor atrophy in frontal and temporal lobes with ALS risk support the notion of a continuum between ALS and frontotemporal dementia. These findings enhance our understanding of the cortical structural patterns in ALS and shed light on potentially viable therapeutic targets.
背景
肌萎缩侧索硬化症(ALS)是一种神经退行性疾病,其特征是大脑和脊髓中的运动神经元退化,预后较差。先前的研究已经观察到ALS患者存在认知能力下降和脑形态测量学变化。然而,尚不清楚脑结构改变是否会增加患ALS的风险。在本研究中,我们进行了双向双样本孟德尔随机化(MR)和共定位分析,以研究这种因果关系。
方法
获取了ALS以及脑结构(包括表面积(SA)、厚度和皮质下结构体积)的全基因组关联研究的汇总数据。采用逆方差加权(IVW)方法作为主要估计方法。进行敏感性分析以检测异质性和多效性。进行共定位分析以计算因果变异的后验概率并识别共同基因。
结果
在前向MR分析中,我们发现四个皮质区域(舌回、海马旁回、距状周围和颞中回)的SA与ALS风险之间存在正相关。此外,九个皮质区域(尾侧前扣带回、额极、梭状回、颞下回、枕外侧回、外侧眶额回、眶部、三角部和距状周围)厚度降低与较高的ALS风险显著相关。在反向MR分析中,基因预测的ALS与缘上回厚度降低以及尾侧额中回、顶下小叶、内侧眶额回和颞上回厚度增加相关。共定位分析揭示了这两个性状之间存在共同的因果变异。
结论
我们的结果表明,ALS高风险个体的脑形态测量学改变可能是由基因介导的。额叶和颞叶广泛多灶性运动外萎缩与ALS风险之间的因果关联支持了ALS和额颞叶痴呆之间存在连续统一体的观点。这些发现增进了我们对ALS皮质结构模式的理解,并为潜在可行的治疗靶点提供了线索。