Mandl René C W, Schnack Hugo G, Zwiers Marcel P, van der Schaaf Arjen, Kahn René S, Hulshoff Pol Hilleke E
Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands.
PLoS One. 2008;3(11):e3631. doi: 10.1371/journal.pone.0003631. Epub 2008 Nov 4.
Functional neural networks in the human brain can be studied from correlations between activated gray matter regions measured with fMRI. However, while providing important information on gray matter activation, no information is gathered on the co-activity along white matter tracts in neural networks.
METHODOLOGY/PRINCIPAL FINDINGS: We report on a functional diffusion tensor imaging (fDTI) method that measures task-related changes in fractional anisotropy (FA) along white matter tracts. We hypothesize that these fractional anisotropy changes relate to morphological changes of glial cells induced by axonal activity although the exact physiological underpinnings of the measured FA changes remain to be elucidated. As expected, these changes are very small as compared to the physiological noise and a reliable detection of the signal change would require a large number of measurements. However, a substantial increase in signal-to-noise ratio was achieved by pooling the signal over the complete fiber tract. Adopting such a tract-based statistics enabled us to measure the signal within a practically feasible time period. Activation in the sensory thalamocortical tract and optic radiation in eight healthy human subjects was found during tactile and visual stimulation, respectively.
CONCLUSIONS/SIGNIFICANCE: The results of our experiments indicate that these FA changes may serve as a functional contrast mechanism for white matter. This noninvasive fDTI method may provide a new approach to study functional neural networks in the human brain.
人类大脑中的功能神经网络可通过功能磁共振成像(fMRI)测量激活的灰质区域之间的相关性来进行研究。然而,尽管功能磁共振成像提供了有关灰质激活的重要信息,但并未收集到关于神经网络中白质束协同活动的信息。
方法/主要发现:我们报告了一种功能扩散张量成像(fDTI)方法,该方法可测量白质束上分数各向异性(FA)与任务相关的变化。我们假设这些分数各向异性变化与轴突活动诱导的神经胶质细胞形态变化有关,尽管所测量的FA变化的确切生理基础仍有待阐明。正如预期的那样,与生理噪声相比,这些变化非常小,并且要可靠地检测信号变化需要大量测量。然而,通过在完整的纤维束上汇总信号,实现了信噪比的大幅提高。采用这种基于束的统计方法使我们能够在实际可行的时间段内测量信号。分别在八名健康人类受试者的触觉和视觉刺激期间发现了感觉丘脑皮质束和视辐射的激活。
结论/意义:我们的实验结果表明,这些FA变化可能作为白质的一种功能对比机制。这种非侵入性的fDTI方法可能为研究人类大脑中的功能神经网络提供一种新方法。