Neuroinformatics and Image Analysis Laboratory, Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.
J Neurosci. 2011 May 25;31(21):7775-83. doi: 10.1523/JNEUROSCI.1230-11.2011.
The apolipoprotein (APOE) ε4 allele is a strong genetic risk factor for Alzheimer's disease (AD). Intrinsic fluctuations of brain activity measured by fMRI during rest may be sensitive to AD-related neuropathology. In particular, functional connectivity of the default-mode network (DMN) has gained recent attention as a possible biomarker of disease processes and associated memory decline in AD. Here, we tested the hypothesis of APOE-related alterations in DMN functional connectivity in 95 healthy individuals between 50 and 80 years of age, including 33 carriers of the ε4 allele. Based on previous studies, we hypothesized increased hippocampal DMN synchronization in APOE ε4 carriers. This was supported using independent component analysis in combination with a dual-regression approach for analysis of resting state data. Whole-brain analysis suggested effects also in other areas, including the posterior cingulate cortex, parietal cortex, and parahippocampal regions. DMN synchronization showed a negative correlation with performance on a test of memory functioning, suggesting a neurocognitive significance of the brain activity patterns during rest. Our findings indicate that increased genetic vulnerability for AD is reflected in increased hippocampal DMN synchronization during rest several years before clinical manifestation. We propose that the results reflect ε4-related failure in hippocampal decoupling, which might elevate the total hippocampal metabolic burden and increase the risk of cognitive decline and AD. The results provide an important confirmation of specific genotype effects on intrinsic fluctuations and support the use of functional connectivity indices as imaging-derived endophenotypes in the emerging field of imaging genetics.
载脂蛋白(APOE)ε4 等位基因是阿尔茨海默病(AD)的一个强有力的遗传风险因素。使用 fMRI 测量的大脑活动的固有波动在休息期间可能对与 AD 相关的神经病理学敏感。特别是,默认模式网络(DMN)的功能连接性作为 AD 相关疾病过程和相关记忆下降的潜在生物标志物受到了近期的关注。在这里,我们测试了 APOE 相关的 DMN 功能连接性改变的假说,该假说涉及 95 名 50 至 80 岁的健康个体,其中包括 33 名 ε4 等位基因携带者。基于先前的研究,我们假设 APOE ε4 携带者的海马 DMN 同步性增加。这通过独立成分分析与双回归方法相结合用于分析静息状态数据得到了支持。全脑分析表明,在后扣带回皮质、顶叶皮质和海马旁区域等其他区域也存在影响。DMN 同步性与记忆功能测试的表现呈负相关,这表明静息时大脑活动模式具有神经认知意义。我们的研究结果表明,AD 的遗传易感性增加在临床症状出现前几年的静息时表现为海马 DMN 同步性增加。我们提出,结果反映了与 ε4 相关的海马去耦失败,这可能会增加海马的总代谢负担,增加认知能力下降和 AD 的风险。该结果为特定基因型对固有波动的影响提供了重要的确认,并支持将功能连接性指数用作成像遗传学新兴领域中的成像衍生内表型。