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心脏引起的大脑脉动、大脑结构和中年及老年成年人的认知。

Cardiac-induced cerebral pulsatility, brain structure, and cognition in middle and older-aged adults.

机构信息

Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, USA.

Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA.

出版信息

Neuroimage. 2021 Jun;233:117956. doi: 10.1016/j.neuroimage.2021.117956. Epub 2021 Mar 11.

Abstract

Changes of cardiac-induced regional pulsatility can be associated with specific regions of brain volumetric changes, and these are related with cognitive alterations. Thus, mapping of cardiac pulsatility over the entire brain can be helpful to assess these relationships. A total of 108 subjects (age: 66.5 ± 8.4 years, 68 females, 52 healthy controls, 11 subjective cognitive decline, 17 impaired without complaints, 19 MCI and 9 AD) participated. The pulsatility map was obtained directly from resting-state functional MRI time-series data at 3T. Regional brain volumes were segmented from anatomical MRI. Multidomain neuropsychological battery was performed to test memory, language, attention and visuospatial construction. The Montreal Cognitive Assessment (MoCA) was also administered. The sparse partial least square (SPLS) method, which is desirable for better interpreting high-dimensional variables, was applied for the relationship between the entire brain voxels of pulsatility and 45 segmented brain volumes. A multiple holdout SPLS framework was used to optimize sparsity for assessing the pulsatility-volume relationship model and to test the reliability by fitting the models to 9 different splits of the data. We found statistically significant associations between subsets of pulsatility voxels and subsets of segmented brain volumes by rejecting the omnibus null hypothesis (any of 9 splits has p < 0.0056 (=0.05/9) with the Bonferroni correction). The pulsatility was positively associated with the lateral ventricle, choroid plexus, inferior lateral ventricle, and 3rd ventricle and negatively associated with hippocampus, ventral DC, and thalamus volumes for the first pulsatility-volume relationship. The pulsatility had an additional negative relationship with the amygdala and brain stem volumes for the second pulsatility-volume relationship. The spatial distribution of correlated pulsatility was observed in major feeding arteries to the brain regions, ventricles, and sagittal sinus. The indirect mediating pathways through the volumetric changes were statistically significant between the pulsatility and multiple cognitive measures (p < 0.01). Thus, the cerebral pulsatility, along with volumetric measurements, could be a potential marker for better understanding of pathophysiology and monitoring disease progression in age-related neurodegenerative disorders.

摘要

心脏诱导的区域性脉动变化可与脑容积变化的特定区域相关,这些区域与认知改变有关。因此,对整个大脑的脉动进行映射有助于评估这些关系。共有 108 名受试者(年龄:66.5±8.4 岁,68 名女性,52 名健康对照者,11 名主观认知下降者,17 名无抱怨的认知障碍者,19 名 MCI 患者和 9 名 AD 患者)参与了研究。脉动图是从 3T 静息状态功能磁共振成像时间序列数据中直接获得的。从解剖磁共振成像中分割出区域性脑容量。进行多领域神经心理学测试以测试记忆、语言、注意力和视空间构建能力。还进行了蒙特利尔认知评估(MoCA)。稀疏偏最小二乘(SPLS)方法用于解释高维变量,该方法用于研究整个大脑脉动体素与 45 个分割脑容量之间的关系。使用多个保留 SPLS 框架来优化稀疏度,以评估脉动-容积关系模型,并通过将模型拟合到数据的 9 个不同拆分来测试可靠性。通过拒绝总体零假设(任何 9 个拆分中的 p<0.0056(=0.05/9),用 Bonferroni 校正),我们发现脉动体素子集与分割脑容量子集之间存在统计学显著关联。第一个脉动-容积关系中,脉动与侧脑室、脉络丛、下外侧脑室和第三脑室呈正相关,与海马体、腹侧 DC 和丘脑呈负相关。第二个脉动-容积关系中,脉动与杏仁核和脑干体积呈负相关。与脑区、脑室和矢状窦相关的脉动相关的空间分布被观察到。脉动与多个认知测量值之间的间接中介途径具有统计学意义(p<0.01)。因此,脑脉动与容积测量值一起可能是更好地理解与年龄相关的神经退行性疾病的病理生理学和监测疾病进展的潜在标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebd5/8145789/980773e8ae67/nihms-1699187-f0001.jpg

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