Caldwell Jessica Z K, Zhuang Xiaowei, Leavitt MacKenzie J, Banks Sarah J, Cummings Jeffrey, Cordes Dietmar
Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, United States.
Department of Neurosciences, University of California, San Diego, San Diego, CA, United States.
Front Neurol. 2019 Aug 20;10:900. doi: 10.3389/fneur.2019.00900. eCollection 2019.
Women are more likely to have Alzheimer's disease (AD) and decline more rapidly once diagnosed despite greater verbal memory early in the disease compared to men-an advantage that has been termed "memory reserve." Resting state functional MRI (fMRI) investigations demonstrate interactions between sex and AD risk factors in default mode network (DMN) connectivity, a network of brain regions showing progressive dysfunction in AD. Separate work suggests connectivity of left prefrontal cortex (PFC) may correlate with more general cognitive reserve in healthy aging. It is unknown whether left prefrontal functional connectivity with anterior and posterior default mode network (aDMN, pDMN) might differ by sex in AD. This study employed group independent component analysis (ICA) to analyze resting state fMRI data from 158 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) with baseline diagnoses of normal cognition or early mild cognitive impairment (eMCI). pDMN and aDMN were defined on a subject-specific basis; prefrontal areas were selected from the Brodmann atlas (BA 6, 44, 8, and 9). Moderation regression analyses examined whether sex and amyloid PET positivity (A+/-) moderated effects of apolipoprotein ε4 ( ε) on connectivity between left PFC, aDMN, and pDMN; and between aDMN and pDMN. Significant analyses were followed up with partial correlations assessing relationship of connectivity to verbal memory on the Rey Auditory Verbal Learning Test (RAVLT), and with preliminary analyses within NC and eMCI groups separately. Results showed no sex moderation of effects of A+ and ε on left prefrontal/DMN connectivity in the full sample. However, sex significantly moderated impact of A+ and ε on connectivity between aDMN and pDMN ( < 0.01). Women with an allele (ε4+) and A+ showed greater aDMN/pDMN connectivity than their ε4- counterparts. No significant results were observed in men. Subgroup analyses suggested the aDMN/pDMN finding was true for those with NC, not eMCI. Partial correlations controlling for age and education showed increased aDMN/pDMN connectivity related to better verbal learning in women ( < 0.01) and not men ( = 0.18). In women at risk for AD or in early symptomatic stages who also have evidence of amyloid burden, stronger aDMN/pDMN connectivity may support verbal learning.
女性患阿尔茨海默病(AD)的可能性更高,并且一旦被诊断出,与男性相比,病情恶化速度更快,尽管在疾病早期女性的语言记忆能力更强——这种优势被称为“记忆储备”。静息态功能磁共振成像(fMRI)研究表明,在默认模式网络(DMN)连接中,性别与AD风险因素之间存在相互作用,DMN是一组脑区,在AD中显示出进行性功能障碍。另一项研究表明,左前额叶皮质(PFC)的连接性可能与健康衰老过程中更一般的认知储备相关。尚不清楚在AD中,左前额叶与前后默认模式网络(aDMN、pDMN)的功能连接是否因性别而异。本研究采用组独立成分分析(ICA),分析了来自阿尔茨海默病神经影像学倡议(ADNI)的158名参与者的静息态fMRI数据,这些参与者基线诊断为正常认知或早期轻度认知障碍(eMCI)。pDMN和aDMN是根据个体情况定义的;前额叶区域是从布罗德曼图谱(BA 6、44、8和9)中选取的。调节回归分析检验了性别和淀粉样蛋白PET阳性(A+/-)是否调节了载脂蛋白ε4(ε)对左PFC、aDMN和pDMN之间连接性的影响;以及aDMN和pDMN之间的连接性。对显著分析结果进行后续分析,采用偏相关分析评估连接性与雷伊听觉语言学习测验(RAVLT)上语言记忆的关系,并分别在NC组和eMCI组内进行初步分析。结果显示,在整个样本中,A+和ε对左前额叶/DMN连接性的影响不存在性别调节作用。然而,性别显著调节了A+和ε对aDMN和pDMN之间连接性的影响(P<0.01)。携带ε等位基因(ε4+)且A+的女性比ε4-的女性表现出更强的aDMN/pDMN连接性。在男性中未观察到显著结果。亚组分析表明,aDMN/pDMN的这一发现对于NC组参与者是成立的,而对于eMCI组参与者则不然。控制年龄和教育程度的偏相关分析显示,aDMN/pDMN连接性增加与女性更好的语言学习相关(P<0.01),而与男性无关(P=0.18)。在有AD风险或处于早期症状阶段且有淀粉样蛋白负荷证据的女性中,更强的aDMN/pDMN连接性可能有助于语言学习。