Mind Research Network Albuquerque, NM, USA ; Department of Psychiatry, University of New Mexico Albuquerque, NM, USA.
Front Neurosci. 2013 Aug 8;7:137. doi: 10.3389/fnins.2013.00137. eCollection 2013.
This multi-site study compares resting state fMRI amplitude of low frequency fluctuations (ALFF) and fractional ALFF (fALFF) between patients with schizophrenia (SZ) and healthy controls (HC).
Eyes-closed resting fMRI scans (5:38 min; n = 306, 146 SZ) were collected from 6 Siemens 3T scanners and one GE 3T scanner. Imaging data were pre-processed using an SPM pipeline. Power in the low frequency band (0.01-0.08 Hz) was calculated both for the original pre-processed data as well as for the pre-processed data after regressing out the six rigid-body motion parameters, mean white matter (WM) and cerebral spinal fluid (CSF) signals. Both original and regressed ALFF and fALFF measures were modeled with site, diagnosis, age, and diagnosis × age interactions.
Regressing out motion and non-gray matter signals significantly decreased fALFF throughout the brain as well as ALFF in the cortical edge, but significantly increased ALFF in subcortical regions. Regression had little effect on site, age, and diagnosis effects on ALFF, other than to reduce diagnosis effects in subcortical regions. There were significant effects of site across the brain in all the analyses, largely due to vendor differences. HC showed greater ALFF in the occipital, posterior parietal, and superior temporal lobe, while SZ showed smaller clusters of greater ALFF in the frontal and temporal/insular regions as well as in the caudate, putamen, and hippocampus. HC showed greater fALFF compared with SZ in all regions, though subcortical differences were only significant for original fALFF.
SZ show greater eyes-closed resting state low frequency power in frontal cortex, and less power in posterior lobes than do HC; fALFF, however, is lower in SZ than HC throughout the cortex. These effects are robust to multi-site variability. Regressing out physiological noise signals significantly affects both total and fALFF measures, but does not affect the pattern of case/control differences.
本多中心研究比较了精神分裂症(SZ)患者和健康对照(HC)之间静息态功能磁共振成像低频振幅(ALFF)和分数 ALFF(fALFF)。
使用 SPM 流水线对来自 6 台西门子 3T 扫描仪和 1 台 GE 3T 扫描仪的 306 名(146 名 SZ)患者的闭眼静息 fMRI 扫描进行预处理。计算低频带(0.01-0.08 Hz)的原始预处理数据和回归六个刚体运动参数、平均白质(WM)和脑脊液(CSF)信号后的预处理数据的功率。对原始和回归后的 ALFF 和 fALFF 测量值进行建模,包括站点、诊断、年龄和诊断×年龄的相互作用。
回归运动和非灰质信号显著降低了整个大脑的 fALFF 和皮质边缘的 ALFF,但显著增加了皮质下区域的 ALFF。除了降低皮质下区域的诊断效果外,回归对 ALFF 的站点、年龄和诊断效果影响不大。在所有分析中,站点都有显著的影响,主要是由于供应商的差异。HC 在枕叶、后顶叶和颞上叶显示出更高的 ALFF,而 SZ 在额叶和颞叶/岛叶以及尾状核、壳核和海马体显示出更大的 ALFF 聚类。与 SZ 相比,HC 在所有区域的 fALFF 均较高,尽管皮质下差异仅在原始 fALFF 中显著。
与 HC 相比,SZ 在额叶皮质显示出更大的闭眼静息状态低频功率,而在后叶区域显示出较低的功率;然而,fALFF 在整个皮质中均低于 HC。这些影响对多站点变异性具有稳健性。回归生理噪声信号会显著影响总 ALFF 和 fALFF 测量值,但不会影响病例/对照差异的模式。