生物物理建模和扩散峰度成像揭示了阻塞性睡眠呼吸暂停患者脑白质正常区域的微观结构变化

Zia Hashim, Mansi Gupta, Z. Neyaz, Shivani Srivastava, V. Mani, Alok Nath, Ahmad Raza Khan
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摘要

研究表明,睡眠异常是导致认知障碍、心肌病和神经退行性疾病的一个重要风险因素。然而,神经影像学模式无法在阻塞性睡眠呼吸暂停(OSA)患者中显示出任何一致的标记物。我们假设,与对照组相比,先进的弥散核磁共振成像指标能显示出 OSA 患者大脑中细微的微观结构改变。 16名新确诊的中重度OSA患者和15名同年龄、同性别的健康志愿者被视为健康对照组。在进行多导睡眠图(PSG)测试以检测睡眠异常和行为测试以评估大脑的认知和执行功能后,在 3T 磁共振成像系统(德国西门子公司)上获取了大脑的多壳弥散磁共振成像数据以及解剖学数据(T1 和 T2 图像)。弥散核磁共振成像数据用于计算弥散张量成像(DTI)和弥散峰度成像(DKI)参数,以及仅针对平行白质纤维的白质束完整性(WMTI)指标。 当患者的 AHI≥15 时,即可诊断为 OSA。在 OSA 组群中未观察到认知或执行功能的明显变化。DKI参数可显示白质区域的显著微结构改变,而WMTI指标--轴索-水分量(fp)显示,OSA患者的轴索-水分量比对照组显著减少。 基于高级弥散核磁共振成像的大脑白色物质区域微结构改变表明,白色物质束对OSA引起的间歇性缺氧更为敏感。
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Biophysical modeling and diffusion kurtosis imaging reveal microstructural alterations in normal appearing white matter regions of brain in obstructive sleep apnea
Studies have indicated that sleep abnormalities are a strong risk factor for developing cognitive impairment, cardiomyopathies, and neurodegenerative disorders. However, neuroimaging modalities are unable to show any consistent markers in obstructive sleep apnea (OSA) patients. We hypothesized that, compared with those of the control cohort, advanced diffusion MRI metrics could show subtle microstructural alterations in the brains of OSA patients. Sixteen newly diagnosed patients with moderate to severe OSA and 15 healthy volunteers of the same age and sex were considered healthy controls. Multishell diffusion MRI data of the brain, along with anatomical data (T1 and T2 images), were obtained on a 3T MRI system (Siemens, Germany) after a polysomnography (PSG) test for sleep abnormalities and a behavioral test battery to evaluate cognitive and executive brain functions. Diffusion MRI data were used to compute diffusion tensor imaging (DTI) and diffusion kurtosis imaging (DKI) parameters along with white-matter tract integrity (WMTI) metrics for only parallel white-matter fibers. OSA was diagnosed when the patient's AHI was ≥15. No significant changes in cognitive or executive functions were observed in the OSA cohort. DKI parameters can show significant microstructural alterations in the white-matter region, while the WMTI metric, the axonal-water-fraction (fp), reveals a significant decrease in OSA patients concerning the control cohort. Advanced diffusion MRI-based microstructural alterations in the white-matter region of the brain suggest that white-matter tracts are more sensitive to OSA-induced intermittent hypoxia.
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