Van Grootel Tom J, Meeson Alan, Munk Matthias H J, Kourtzi Zoe, Movshon J Anthony, Logothetis Nikos K, Kiorpes Lynne
Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Center for Neural Science, New York University, New York, United States of America.
PLoS One. 2017 Nov 16;12(11):e0187942. doi: 10.1371/journal.pone.0187942. eCollection 2017.
Functional brain development is not well understood. In the visual system, neurophysiological studies in nonhuman primates show quite mature neuronal properties near birth although visual function is itself quite immature and continues to develop over many months or years after birth. Our goal was to assess the relative development of two main visual processing streams, dorsal and ventral, using BOLD fMRI in an attempt to understand the global mechanisms that support the maturation of visual behavior. Seven infant macaque monkeys (Macaca mulatta) were repeatedly scanned, while anesthetized, over an age range of 102 to 1431 days. Large rotating checkerboard stimuli induced BOLD activation in visual cortices at early ages. Additionally we used static and dynamic Glass pattern stimuli to probe BOLD responses in primary visual cortex and two extrastriate areas: V4 and MT-V5. The resulting activations were analyzed with standard GLM and multivoxel pattern analysis (MVPA) approaches. We analyzed three contrasts: Glass pattern present/absent, static/dynamic Glass pattern presentation, and structured/random Glass pattern form. For both GLM and MVPA approaches, robust coherent BOLD activation appeared relatively late in comparison to the maturation of known neuronal properties and the development of behavioral sensitivity to Glass patterns. Robust differential activity to Glass pattern present/absent and dynamic/static stimulus presentation appeared first in V1, followed by V4 and MT-V5 at older ages; there was no reliable distinction between the two extrastriate areas. A similar pattern of results was obtained with the two analysis methods, although MVPA analysis showed reliable differential responses emerging at later ages than GLM. Although BOLD responses to large visual stimuli are detectable, our results with more refined stimuli indicate that global BOLD activity changes as behavioral performance matures. This reflects an hierarchical development of the visual pathways. Since fMRI BOLD reflects neural activity on a population level, our results indicate that, although individual neurons might be adult-like, a longer maturation process takes place on a population level.
大脑功能发育尚未得到很好的理解。在视觉系统中,对非人类灵长类动物的神经生理学研究表明,尽管视觉功能本身在出生时相当不成熟,并且在出生后的数月或数年中持续发育,但出生时神经元特性已相当成熟。我们的目标是使用血氧水平依赖性功能磁共振成像(BOLD fMRI)评估两条主要视觉处理流,即背侧流和腹侧流的相对发育情况,以试图了解支持视觉行为成熟的整体机制。七只幼年猕猴(恒河猴)在102至1431天的年龄范围内,在麻醉状态下被反复扫描。早期,大的旋转棋盘格刺激在视觉皮层中诱发了BOLD激活。此外,我们使用静态和动态格拉斯图案刺激来探测初级视觉皮层以及两个纹外区域(V4和MT-V5)的BOLD反应。使用标准的一般线性模型(GLM)和多体素模式分析(MVPA)方法对所得激活进行分析。我们分析了三个对比:格拉斯图案存在/不存在、静态/动态格拉斯图案呈现以及结构化/随机格拉斯图案形式。对于GLM和MVPA方法,与已知神经元特性的成熟以及对格拉斯图案的行为敏感性的发展相比,强大的相干BOLD激活出现得相对较晚。对格拉斯图案存在/不存在以及动态/静态刺激呈现的强大差异活动首先出现在V1,随后在较大年龄时出现在V4和MT-V5;两个纹外区域之间没有可靠的区分。两种分析方法获得了相似的结果模式,尽管MVPA分析显示可靠的差异反应比GLM在更晚的年龄出现。尽管对大视觉刺激的BOLD反应是可检测的,但我们使用更精细刺激的结果表明,随着行为表现的成熟,整体BOLD活动会发生变化。这反映了视觉通路的层级发育。由于功能磁共振成像BOLD反映了群体水平的神经活动,我们的结果表明,尽管单个神经元可能类似成年神经元,但在群体水平上会发生更长时间的成熟过程。