Computer Science Department, Carnegie Mellon University, Pittsburgh, PA, USA.
Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA.
Commun Biol. 2023 Feb 15;6(1):175. doi: 10.1038/s42003-023-04546-2.
Visual cortex contains regions of selectivity for domains of ecological importance. Food is an evolutionarily critical category whose visual heterogeneity may make the identification of selectivity more challenging. We investigate neural responsiveness to food using natural images combined with large-scale human fMRI. Leveraging the improved sensitivity of modern designs and statistical analyses, we identify two food-selective regions in the ventral visual cortex. Our results are robust across 8 subjects from the Natural Scenes Dataset (NSD), multiple independent image sets and multiple analysis methods. We then test our findings of food selectivity in an fMRI "localizer" using grayscale food images. These independent results confirm the existence of food selectivity in ventral visual cortex and help illuminate why earlier studies may have failed to do so. Our identification of food-selective regions stands alongside prior findings of functional selectivity and adds to our understanding of the organization of knowledge within the human visual system.
视觉皮层包含对生态重要领域具有选择性的区域。食物是一个具有进化意义的关键类别,其视觉多样性可能使选择性的识别更加具有挑战性。我们使用自然图像和大规模人类 fMRI 来研究对食物的神经反应。利用现代设计和统计分析的提高的灵敏度,我们在腹侧视觉皮层中识别出两个与食物相关的选择性区域。我们的结果在来自自然场景数据集(NSD)的 8 个主体、多个独立图像集和多种分析方法中均具有稳健性。然后,我们在使用灰度食物图像的 fMRI“定位器”中测试我们的食物选择性发现。这些独立的结果证实了腹侧视觉皮层中存在食物选择性,并有助于解释为什么早期的研究可能没有做到这一点。我们对食物选择性区域的识别与之前关于功能选择性的发现并存,并有助于我们理解人类视觉系统中知识的组织。