The Association of Upper Airway Anatomy with Brain Structure: The Multi-Ethnic Study of Atherosclerosis.

IF 2.4 3区 医学 Q2 NEUROIMAGING
Brain Imaging and Behavior Pub Date : 2024-06-01 Epub Date: 2024-01-09 DOI:10.1007/s11682-023-00843-w
Robin M Nance, Alison E Fohner, Robyn L McClelland, Susan Redline, R Nick Bryan, Lisa Desiderio, Mohamad Habes, W T Longstreth, Richard J Schwab, Andrew S Wiemken, Susan R Heckbert
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Abstract

Sleep apnea, affecting an estimated 1 in 4 American adults, has been reported to be associated with both brain structural abnormality and impaired cognitive function. Obstructive sleep apnea is known to be affected by upper airway anatomy. To better understand the contribution of upper airway anatomy to pathways linking sleep apnea with impaired cognitive function, we investigated the association of upper airway anatomy with structural brain abnormalities. Based in the Multi-Ethnic Study of Atherosclerosis, a longitudinal cohort study of community-dwelling adults, a comprehensive sleep study and an MRI of the upper airway and brain were performed on 578 participants. Machine learning models were used to select from 74 upper airway measures those measures most associated with selected regional brain volumes and white matter hyperintensity volume. Linear regression assessed associations between the selected upper airway measures, sleep measures, and brain structure. Maxillary divergence was positively associated with hippocampus volume, and mandible length was negatively associated with total white and gray matter volume. Both coefficients were small (coefficients per standard deviation 0.063 mL, p = 0.04, and - 7.0 mL, p < 0.001 respectively), and not affected by adjustment for sleep study measures. Self-reported snoring >2 times per week was associated with larger hippocampus volume (coefficient 0.164 mL, p = 0.007), and higher percentage of time in the N3 sleep stage was associated with larger total white and gray matter volume (4.8 mL, p = 0.004). Despite associations of two upper airway anatomy measures with brain volume, the evidence did not suggest that these upper airway and brain structure associations were acting primarily through the pathway of sleep disturbance.

上气道解剖与大脑结构的关系:多种族动脉粥样硬化研究
据报道,睡眠呼吸暂停与大脑结构异常和认知功能受损有关,估计每 4 个美国成年人中就有 1 人患有睡眠呼吸暂停。众所周知,阻塞性睡眠呼吸暂停会受到上气道解剖结构的影响。为了更好地了解上气道解剖结构对睡眠呼吸暂停与认知功能受损之间联系的贡献,我们研究了上气道解剖结构与大脑结构异常之间的联系。基于多种族动脉粥样硬化研究(一项针对社区成人的纵向队列研究),我们对 578 名参与者进行了全面的睡眠研究以及上气道和大脑核磁共振成像。研究人员使用机器学习模型从 74 个上气道测量指标中筛选出与选定的区域脑容量和白质高密度体积最相关的测量指标。线性回归评估了所选的上气道测量指标、睡眠测量指标和大脑结构之间的关联。上颌发散与海马体积呈正相关,下颌长度与白质和灰质总体积呈负相关。这两个系数都很小(每个标准偏差的系数为 0.063 mL,p = 0.04;- 7.0 mL,p = 0.04),每周 2 次与海马体积增大有关(系数为 0.164 mL,p = 0.007),N3 睡眠阶段的时间百分比越高,白质和灰质总体积越大(4.8 mL,p = 0.004)。尽管两种上气道解剖测量与脑容量有关,但证据并不表明这些上气道与脑结构的关联主要是通过睡眠障碍的途径产生的。
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来源期刊
Brain Imaging and Behavior
Brain Imaging and Behavior 医学-神经成像
CiteScore
7.20
自引率
0.00%
发文量
154
审稿时长
3 months
期刊介绍: Brain Imaging and Behavior is a bi-monthly, peer-reviewed journal, that publishes clinically relevant research using neuroimaging approaches to enhance our understanding of disorders of higher brain function. The journal is targeted at clinicians and researchers in fields concerned with human brain-behavior relationships, such as neuropsychology, psychiatry, neurology, neurosurgery, rehabilitation, and cognitive neuroscience.
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