Department of Medical Physics and Biomedical Engineering, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
Neuroimaging and Analysis Group, Research Center for Molecular and Cellular Imaging, Advanced Medical Technologies and Equipment Institute, Tehran University of Medical Sciences, Tehran, Iran.
Brain Behav. 2024 Sep;14(9):e70026. doi: 10.1002/brb3.70026.
Obstructive sleep apnea (OSA) is a prevalent sleep disorder that is associated with structural brain damage and cognitive impairment. The hypothalamus plays a crucial role in regulating sleep and wakefulness. We aimed to evaluate hypothalamic subunit volumes in patients with OSA.
We enrolled 30 participants (15 patients with OSA and 15 healthy controls (HC)). Patients with OSA underwent complete overnight polysomnography (PSG) examination. All the participants underwent MRI. The hypothalamic subunit volumes were calculated using a segmentation technique that trained a 3D convolutional neural network.
Although hypothalamus subunit volumes were comparable between the HC and OSA groups (lowest p = .395), significant negative correlations were found in OSA patients between BMI and whole left hypothalamus volume (R = -0.654, p = .008), as well as between BMI and left posterior volume (R = -0.556, p = .032). Furthermore, significant positive correlations were found between ESS and right anterior inferior volume (R = 0.548, p = .042), minimum SpO and the whole left hypothalamus (R = 0.551, p = .033), left tubular inferior volumes (R = 0.596, p = .019), and between the percentage of REM stage and left anterior inferior volume (R = 0.584, p = .022).
While there were no notable differences in the hypothalamic subunit volumes between the OSA and HC groups, several important correlations were identified in the OSA group. These relationships suggest that factors related to sleep apnea severity could affect hypothalamic structure in patients.
阻塞性睡眠呼吸暂停(OSA)是一种常见的睡眠障碍,与结构性脑损伤和认知障碍有关。下丘脑在调节睡眠和觉醒方面起着至关重要的作用。我们旨在评估 OSA 患者的下丘脑亚单位体积。
我们纳入了 30 名参与者(15 名 OSA 患者和 15 名健康对照组(HC))。OSA 患者接受了完整的夜间多导睡眠图(PSG)检查。所有参与者均接受了 MRI 检查。使用一种基于 3D 卷积神经网络的分割技术来计算下丘脑亚单位体积。
尽管 HC 和 OSA 组之间的下丘脑亚单位体积相似(最低 p=0.395),但在 OSA 患者中,BMI 与整个左侧下丘脑体积(R=-0.654,p=0.008)以及 BMI 与左侧后体积(R=-0.556,p=0.032)之间存在显著负相关。此外,ESS 与右侧前下体积(R=0.548,p=0.042)、最低 SpO2 与整个左侧下丘脑(R=0.551,p=0.033)、左侧管状下体积(R=0.596,p=0.019)以及 REM 期比例与左侧前下体积(R=0.584,p=0.022)之间存在显著正相关。
尽管 OSA 和 HC 组之间的下丘脑亚单位体积没有明显差异,但在 OSA 组中发现了一些重要的相关性。这些关系表明,与睡眠呼吸暂停严重程度相关的因素可能会影响患者的下丘脑结构。