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PNAS Plus: Superficial white matter fiber systems impede detection of long-range cortical connections in diffusion MR tractography

机译:PNAS Plus:表面白质纤维系统阻碍了扩散MR术中远程皮质连接的检测

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摘要

In vivo tractography based on diffusion magnetic resonance imaging (dMRI) has opened new doors to study structure–function relationships in the human brain. Initially developed to map the trajectory of major white matter tracts, dMRI is used increasingly to infer long-range anatomical connections of the cortex. Because axonal projections originate and terminate in the gray matter but travel mainly through the deep white matter, the success of tractography hinges on the capacity to follow fibers across this transition. Here we demonstrate that the complex arrangement of white matter fibers residing just under the cortical sheet poses severe challenges for long-range tractography over roughly half of the brain. We investigate this issue by comparing dMRI from very-high-resolution ex vivo macaque brain specimens with histological analysis of the same tissue. Using probabilistic tracking from pure gray and white matter seeds, we found that ∼50% of the cortical surface was effectively inaccessible for long-range diffusion tracking because of dense white matter zones just beneath the infragranular layers of the cortex. Analysis of the corresponding myelin-stained sections revealed that these zones colocalized with dense and uniform sheets of axons running mostly parallel to the cortical surface, most often in sulcal regions but also in many gyral crowns. Tracer injection into the sulcal cortex demonstrated that at least some axonal fibers pass directly through these fiber systems. Current and future high-resolution dMRI studies of the human brain will need to develop methods to overcome the challenges posed by superficial white matter systems to determine long-range anatomical connections accurately.
机译:基于扩散磁共振成像(dMRI)的体内体层摄影术为研究人脑中的结构与功能之间的关系打开了新的大门。 dMRI最初被开发用于绘制主要白质束的轨迹,后来越来越多地用于推断皮层的远距离解剖连接。由于轴突投影起源于灰质并终止于灰质,但主要穿过深层白质,因此,超声成像的成功取决于在过渡过程中跟随纤维的能力。在这里,我们证明了位于大脑皮层下方的白质纤维的复杂排列对大约一半大脑的远距离束线照相术提出了严峻的挑战。我们通过比较非常高分辨率的离体猕猴脑标本的dMRI与相同组织的组织学分析来调查此问题。使用来自纯灰色和白色物质种子的概率跟踪,我们发现〜50%的皮质表面对于远距离扩散跟踪是有效不可及的,因为在皮质下颗粒层正下方有密集的白质区域。对相应的髓鞘染色切片的分析表明,这些区域与致密且均匀的轴突片共定位,这些轴突大部分平行于皮层表面,最常见于龈沟区域,但也位于许多回旋牙冠中。示踪剂注入龈沟皮层表明至少有一些轴突纤维直接通过这些纤维系统。当前和未来对人脑的高分辨率dMRI研究将需要开发方法来克服表面白质系统带来的挑战,从而准确地确定远距离的解剖学联系。

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