How Aging Shapes Neural Representations of Space: fMRI Evidence for Broader Direction Tuning Functions in Older Adults

C. Koch, Shu-Chen Li, T. Polk, Nicolas W. Schuck
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Abstract

Human aging is characterized by losses in spatial cognition as well as reductions in distinctiveness of categoryspecific fMRI activation patterns. One mechanism linking theses two phenomena could be that broader neural tuning functions lead to more signal confusions when tuning-based representations of walking direction are read out. To test this idea, we developed a novel method that allowed us to investigate changes in fMRI-measured pattern similarity while participants navigated in different directions in a virtual spatial navigation task. We expected that adjacent directions are represented more similarly within direction sensitive brain areas, reflecting a tuning-function-like signal. Importantly, heightened similarity might lead downstream areas to become more likely to confuse neighboring directions. We therefore analyzed predictions of a decoder trained on these representations, asking (1) whether decoder confusions between two directions increased proportionally to their angular similarity, (2) and how this differs between age groups. Evidence for tuning-function-like signals was found in the retrosplenial complex and primary visual cortex. Significant age differences in tuning width, however, were only found in the primary visual cortex. Our findings introduce a novel approach to measure tuning specificity using fMRI and suggest broader visual direction tuning in older adults might underlie age-related spatial navigation impairments.
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衰老如何塑造空间的神经表征:老年人更广泛的方向调节功能的fMRI证据
人类衰老的特征是空间认知能力的丧失以及类别特异性fMRI激活模式的独特性降低。连接这两种现象的一种机制可能是,当读出基于行走方向的调谐表征时,更广泛的神经调谐功能导致更多的信号混淆。为了验证这一想法,我们开发了一种新方法,使我们能够研究参与者在虚拟空间导航任务中向不同方向导航时,fmri测量的模式相似性的变化。我们期望相邻的方向在方向敏感的大脑区域内表现得更相似,反映出类似调谐功能的信号。重要的是,高度的相似性可能会导致下游地区更容易混淆相邻的方向。因此,我们分析了在这些表征上训练的解码器的预测,询问(1)两个方向之间的解码器混淆是否与它们的角度相似性成比例地增加,(2)以及这在年龄组之间有何不同。在脾后复合体和初级视觉皮层中发现了类似调节功能信号的证据。然而,调谐宽度的显著年龄差异仅在初级视觉皮层中发现。我们的研究结果引入了一种使用功能磁共振成像测量调谐特异性的新方法,并表明老年人更广泛的视觉方向调谐可能是与年龄相关的空间导航障碍的基础。
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