Department of Radiology, Tianjin Key Lab of Functional Imaging & Tianjin Institute of Radiology, Tianjin Medical University General Hospital, Tianjin, 300052, China.
Department of Radiology, Jining No.1 People's Hospital, Jining, Shandong, 272000, China.
Transl Psychiatry. 2024 May 28;14(1):215. doi: 10.1038/s41398-024-02939-3.
Previous observational investigations suggest that structural and diffusion imaging-derived phenotypes (IDPs) are associated with major neurodegenerative diseases; however, whether these associations are causal remains largely uncertain. Herein we conducted bidirectional two-sample Mendelian randomization analyses to infer the causal relationships between structural and diffusion IDPs and major neurodegenerative diseases using common genetic variants-single nucleotide polymorphism (SNPs) as instrumental variables. Summary statistics of genome-wide association study (GWAS) for structural and diffusion IDPs were obtained from 33,224 individuals in the UK Biobank cohort. Summary statistics of GWAS for seven major neurodegenerative diseases were obtained from the largest GWAS for each disease to date. The forward MR analyses identified significant or suggestively statistical causal effects of genetically predicted three structural IDPs on Alzheimer's disease (AD), frontotemporal dementia (FTD), and multiple sclerosis. For example, the reduction in the surface area of the left superior temporal gyrus was associated with a higher risk of AD. The reverse MR analyses identified significantly or suggestively statistical causal effects of genetically predicted AD, Lewy body dementia (LBD), and FTD on nine structural and diffusion IDPs. For example, LBD was associated with increased mean diffusivity in the right superior longitudinal fasciculus and AD was associated with decreased gray matter volume in the right ventral striatum. Our findings might contribute to shedding light on the prediction and therapeutic intervention for the major neurodegenerative diseases at the neuroimaging level.
先前的观察性研究表明,结构和扩散成像衍生表型(IDP)与主要神经退行性疾病有关;然而,这些关联是否具有因果关系在很大程度上仍不确定。在此,我们使用常见的遗传变异-单核苷酸多态性(SNP)作为工具变量,进行了双向两样本孟德尔随机化分析,以推断结构和扩散 IDP 与主要神经退行性疾病之间的因果关系。结构和扩散 IDP 的全基因组关联研究(GWAS)的汇总统计数据来自英国生物库队列中的 33224 个人。七种主要神经退行性疾病的 GWAS 汇总统计数据来自迄今为止每种疾病的最大 GWAS。正向 MR 分析确定了三种结构 IDP 与阿尔茨海默病(AD)、额颞叶痴呆(FTD)和多发性硬化症之间具有统计学意义或提示性的遗传预测因果关系。例如,左侧颞上回表面积的减少与 AD 的风险增加有关。反向 MR 分析确定了 AD、路易体痴呆(LBD)和 FTD 与九个结构和扩散 IDP 之间具有统计学意义或提示性的遗传预测因果关系。例如,LBD 与右侧上纵束的平均弥散度增加有关,AD 与右侧腹侧纹状体的灰质体积减少有关。我们的研究结果可能有助于在神经影像学水平上阐明对主要神经退行性疾病的预测和治疗干预。