Brain Image Analysis Unit, RIKEN Center for Brain Science, Wako, Saitama, Japan.
Exploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences, Aichi, Japan.
PLoS Biol. 2023 Jun 29;21(6):e3002158. doi: 10.1371/journal.pbio.3002158. eCollection 2023 Jun.
The primate brain has unique anatomical characteristics, which translate into advanced cognitive, sensory, and motor abilities. Thus, it is important that we gain insight on its structure to provide a solid basis for models that will clarify function. Here, we report on the implementation and features of the Brain/MINDS Marmoset Connectivity Resource (BMCR), a new open-access platform that provides access to high-resolution anterograde neuronal tracer data in the marmoset brain, integrated to retrograde tracer and tractography data. Unlike other existing image explorers, the BMCR allows visualization of data from different individuals and modalities in a common reference space. This feature, allied to an unprecedented high resolution, enables analyses of features such as reciprocity, directionality, and spatial segregation of connections. The present release of the BMCR focuses on the prefrontal cortex (PFC), a uniquely developed region of the primate brain that is linked to advanced cognition, including the results of 52 anterograde and 164 retrograde tracer injections in the cortex of the marmoset. Moreover, the inclusion of tractography data from diffusion MRI allows systematic analyses of this noninvasive modality against gold-standard cellular connectivity data, enabling detection of false positives and negatives, which provide a basis for future development of tractography. This paper introduces the BMCR image preprocessing pipeline and resources, which include new tools for exploring and reviewing the data.
灵长类动物的大脑具有独特的解剖结构特征,这些特征转化为高级的认知、感觉和运动能力。因此,深入了解其结构对于提供阐明功能的模型基础非常重要。在这里,我们报告了灵长类动物连接资源(BMCR)的实施情况和特点,这是一个新的开放获取平台,提供了在狨猴大脑中高分辨率顺行神经元示踪剂数据的访问途径,与逆行示踪剂和轨迹追踪数据集成。与其他现有的图像浏览器不同,BMCR 允许在共同参考空间中可视化来自不同个体和模态的数据。这一特性,再加上前所未有的高分辨率,使我们能够分析连接的相互性、方向性和空间分离等特征。目前发布的 BMCR 集中在前额叶皮层(PFC),这是灵长类动物大脑中独特发育的区域,与高级认知有关,包括 52 次顺行和 164 次逆行示踪剂在狨猴皮层中的注射结果。此外,包括来自扩散 MRI 的轨迹追踪数据,使我们能够对这种非侵入性模态与黄金标准细胞连接数据进行系统分析,从而检测假阳性和假阴性,为未来的轨迹追踪发展提供基础。本文介绍了 BMCR 图像预处理管道和资源,其中包括用于探索和审查数据的新工具。