San Emeterio Nateras Oscar, Yu Fang, Muir Eric R, Bazan Carlos, Franklin Crystal G, Li Wei, Li Jinqi, Lancaster Jack L, Duong Timothy Q
From the Research Imaging Institute (O.S.E.N., E.R.M., C.G.F., W.L., J.L., J.L.L., T.Q.D.), Department of Radiology (O.S.E.N., C.B., J.L., J.L.L., T.Q.D.), and Department of Ophthalmology (E.R.M., W.L., T.Q.D.), University of Texas Health Science Center, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Graduate School in Biomedical Engineering, University of Texas, San Antonio, Tex (O.S.E.N., T.Q.D.).
Radiology. 2016 Apr;279(1):262-8. doi: 10.1148/radiol.2015150768. Epub 2015 Oct 27.
To apply resting-state functional magnetic resonance (MR) imaging to map functional connectivity of the human spinal cord.
Studies were performed in nine self-declared healthy volunteers with informed consent and institutional review board approval. Resting-state functional MR imaging was performed to map functional connectivity of the human cervical spinal cord from C1 to C4 at 1 × 1 × 3-mm resolution with a 3.0-T clinical MR imaging unit. Independent component analysis (ICA) was performed to derive resting-state functional MR imaging z-score maps rendered on two-dimensional and three-dimensional images. Seed-based analysis was performed for cross validation with ICA networks by using Pearson correlation.
Reproducibility analysis of resting-state functional MR imaging maps from four repeated trials in a single participant yielded a mean z score of 6 ± 1 (P < .0001). The centroid coordinates across the four trials deviated by 2 in-plane voxels ± 2 mm (standard deviation) and up to one adjacent image section ± 3 mm. ICA of group resting-state functional MR imaging data revealed prominent functional connectivity patterns within the spinal cord gray matter. There were statistically significant (z score > 3, P < .001) bilateral, unilateral, and intersegmental correlations in the ventral horns, dorsal horns, and central spinal cord gray matter. Three-dimensional surface rendering provided visualization of these components along the length of the spinal cord. Seed-based analysis showed that many ICA components exhibited strong and significant (P < .05) correlations, corroborating the ICA results. Resting-state functional MR imaging connectivity networks are qualitatively consistent with known neuroanatomic and functional structures in the spinal cord.
Resting-state functional MR imaging of the human cervical spinal cord with a 3.0-T clinical MR imaging unit and standard MR imaging protocols and hardware reveals prominent functional connectivity patterns within the spinal cord gray matter, consistent with known functional and anatomic layouts of the spinal cord.
应用静息态功能磁共振成像来绘制人类脊髓的功能连接图。
对9名自主宣称健康的志愿者进行研究,研究获得了知情同意并经机构审查委员会批准。使用3.0-T临床磁共振成像设备,以1×1×3毫米的分辨率对人类颈髓从C1至C4进行静息态功能磁共振成像,以绘制其功能连接图。进行独立成分分析(ICA),以得出在二维和三维图像上呈现的静息态功能磁共振成像z评分图。通过使用Pearson相关性,进行基于种子点的分析以与ICA网络进行交叉验证。
对一名参与者的四次重复试验所获得的静息态功能磁共振成像图进行可重复性分析,得出平均z评分为6±1(P <.0001)。四次试验的质心坐标在平面内体素上偏差2±2毫米(标准差),在相邻图像切片上偏差最多一个切片±3毫米。对组静息态功能磁共振成像数据进行ICA分析,显示脊髓灰质内有明显的功能连接模式。在前角、后角和脊髓中央灰质中存在具有统计学意义(z评分> 3,P <.001)的双侧、单侧和节段间相关性。三维表面渲染提供了沿脊髓长度的这些成分的可视化。基于种子点的分析表明,许多ICA成分表现出强且显著(P <.05)的相关性,证实了ICA结果。静息态功能磁共振成像连接网络在质量上与脊髓中已知的神经解剖和功能结构一致。
使用3.0-T临床磁共振成像设备以及标准的磁共振成像协议和硬件对人类颈髓进行静息态功能磁共振成像,可揭示脊髓灰质内显著的功能连接模式,与脊髓已知的功能和解剖布局一致。