33Elucidating the cellular architecture of the human neocortex is central to understanding our 34 cognitive abilities and susceptibility to disease. Here we applied single nucleus RNA-35 sequencing to perform a comprehensive analysis of cell types in the middle temporal gyrus of 36 human cerebral cortex. We identify a highly diverse set of excitatory and inhibitory neuronal 37 types that are mostly sparse, with excitatory types being less layer-restricted than expected.
38Comparison to a similar mouse cortex single cell RNA-sequencing dataset revealed a 39 surprisingly well-conserved cellular architecture that enables matching of homologous types and 40 predictions of human cell type properties. Despite this general conservation, we also find 41 extensive differences between homologous human and mouse cell types, including dramatic 42 alterations in proportions, laminar distributions, gene expression, and morphology. These 43 species-specific features emphasize the importance of directly studying human brain. 44 Introduction 45 The cerebral cortex, responsible for most of our higher cognitive abilities, is the most complex 46 structure known to biology and is comprised of approximately 16 billion neurons and 61 billion 47 non-neuronal cells organized into approximately 200 distinct anatomical or functional 48 regions 1,2,3,4 . The human cortex is greatly expanded relative to the mouse, the dominant model 49 organism in basic and translational research, with a 1200-fold increase in cortical neurons 50 compared to only a 60-fold increase in sub-cortical neurons (excluding cerebellum) 5,6 . The 51 general principles of neocortical development and the basic multilayered cellular 52 cytoarchitecture of the neocortex appear relatively conserved across mammals 7,8 . However, 53 whether the cellular and circuit architecture of cortex is fundamentally conserved across 54 mammals, with a massive evolutionary areal expansion of a canonical columnar architecture in 55 human, or is qualitatively and quantitatively specialized in human, remains an open question 56long debated in the field 9,10 . Addressing this question has been challenging due to a lack of 57 tools to broadly characterize cell type diversity in complex brain regions, particularly in human 58 brain tissues.
59Prior studies have described differences in the cellular makeup of the cortex in human and 60 specialized features of specific cell types 11,12,13,14,15,16,17 , although the literature is remarkably 61 limited. For example, the supragranular layers of cortex, involved in cortico-cortical 62 communication, are differentially expanded in mammalian evolution 18 . Furthermore, certain cell 63 types show highly specialized features in human and non-human primate compared to mouse, 64 such as the interlaminar astrocytes 17 , and the recently described rosehip cell 19 , a type of 65 inhibitory interneuron in cortical layer 1 with distinctive morpho-electrical properties. All of these 66 cellular properties are a function of the genes that are actively used in ...