Medical Imaging Center, Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China.
State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
Hum Brain Mapp. 2024 Aug 1;45(11):e26800. doi: 10.1002/hbm.26800.
White matter (WM) functional activity has been reliably detected through functional magnetic resonance imaging (fMRI). Previous studies have primarily examined WM bundles as unified entities, thereby obscuring the functional heterogeneity inherent within these bundles. Here, for the first time, we investigate the function of sub-bundles of a prototypical visual WM tract-the optic radiation (OR). We use the 7T retinotopy dataset from the Human Connectome Project (HCP) to reconstruct OR and further subdivide the OR into sub-bundles based on the fiber's termination in the primary visual cortex (V1). The population receptive field (pRF) model is then applied to evaluate the retinotopic properties of these sub-bundles, and the consistency of the pRF properties of sub-bundles with those of V1 subfields is evaluated. Furthermore, we utilize the HCP working memory dataset to evaluate the activations of the foveal and peripheral OR sub-bundles, along with LGN and V1 subfields, during 0-back and 2-back tasks. We then evaluate differences in 2bk-0bk contrast between foveal and peripheral sub-bundles (or subfields), and further examine potential relationships between 2bk-0bk contrast and 2-back task d-prime. The results show that the pRF properties of OR sub-bundles exhibit standard retinotopic properties and are typically similar to the properties of V1 subfields. Notably, activations during the 2-back task consistently surpass those under the 0-back task across foveal and peripheral OR sub-bundles, as well as LGN and V1 subfields. The foveal V1 displays significantly higher 2bk-0bk contrast than peripheral V1. The 2-back task d-prime shows strong correlations with 2bk-0bk contrast for foveal and peripheral OR fibers. These findings demonstrate that the blood oxygen level-dependent (BOLD) signals of OR sub-bundles encode high-fidelity visual information, underscoring the feasibility of assessing WM functional activity at the sub-bundle level. Additionally, the study highlights the role of OR in the top-down processes of visual working memory beyond the bottom-up processes for visual information transmission. Conclusively, this study innovatively proposes a novel paradigm for analyzing WM fiber tracts at the individual sub-bundle level and expands understanding of OR function.
白质(WM)功能活动已通过功能磁共振成像(fMRI)可靠地检测到。先前的研究主要将 WM 束作为统一的实体进行检查,从而掩盖了这些束内固有的功能异质性。在这里,我们首次研究了一个典型的视觉 WM 束——视放射(OR)的亚束的功能。我们使用人类连接组计划(HCP)的 7T 视网膜图数据集来重建 OR,并根据纤维在初级视觉皮层(V1)中的终止位置进一步将 OR 细分为亚束。然后应用群体感受野(pRF)模型来评估这些亚束的视网膜特性,并评估亚束的 pRF 特性与 V1 亚区的一致性。此外,我们利用 HCP 工作记忆数据集来评估在 0-back 和 2-back 任务期间,中央和外周 OR 亚束以及外侧膝状体和 V1 亚区的激活。然后,我们评估中央和外周亚束(或亚区)之间的 2bk-0bk 对比度差异,并进一步研究 2bk-0bk 对比度与 2-back 任务 d-prime 之间的潜在关系。结果表明,OR 亚束的 pRF 特性表现出标准的视网膜特性,通常与 V1 亚区的特性相似。值得注意的是,在中央和外周 OR 亚束以及外侧膝状体和 V1 亚区中,2-back 任务的激活始终超过 0-back 任务的激活。中央 V1 的 2bk-0bk 对比度明显高于外周 V1。2-back 任务的 d-prime 与中央和外周 OR 纤维的 2bk-0bk 对比度具有很强的相关性。这些发现表明,OR 亚束的血氧水平依赖(BOLD)信号编码高保真的视觉信息,突出了在亚束水平评估 WM 功能活动的可行性。此外,该研究强调了 OR 在视觉工作记忆的自上而下过程中的作用,而不仅仅是视觉信息传递的自下而上过程。总之,这项研究创新性地提出了一种新的范式,用于在个体亚束水平分析 WM 纤维束,并扩展了对 OR 功能的理解。