Comparative transcriptomics reveals human-specific cortical features

Comparative transcriptomics reveals human-specific cortical features teaser image

The cerebral cortex is involved in complex cognitive functions such as language. Although the diversity and organization of cortical cell types has been extensively studied in several mammalian species, human cortical specializations that may underlie our distinctive cognitive abilities remain poorly understood.
Single-nucleus RNA sequencing (snRNA-seq) offers a relatively unbiased characterization of cellular diversity of brain regions. Comparative transcriptomic analysis enables the identification of molecular and cellular features that are conserved and specialized but is often limited by the number of species analyzed. We applied deep transcriptomic profiling of the cerebral cortex of humans and four nonhuman primate (NHP) species to identify homologous cell types and human specializations.
We generated snRNA-seq data from humans, chimpanzees, gorillas, rhesus macaques, and marmosets (more than 570,000 nuclei in total) to build a cellular classification of a language-associated region of the cortex, the middle temporal gyrus (MTG), in each species and a consensus primate taxonomy. Cell-type proportions and distributions across cortical layers are highly conserved among great apes, whereas marmosets have higher proportions of L5/6 IT CAR3 and L5 ET excitatory neurons and Chandelier inhibitory neurons. This strongly points to the possibility that other cellular features drive human-specific cortical evolution. Profiling gorillas enabled discrimination of which human and chimpanzee expression differences are specialized in humans. We discovered that chimpanzee neurons have gene expression profiles that are more similar to those of gorilla neurons than to those of human neurons, despite chimpanzees and humans sharing a more-recent common ancestor. By contrast, glial expression changes were consistent with evolutionary distances and were more rapid than neuronal expression changes in all species. Thus, our data support a faster divergence of neuronal, but not glial, expression on the human lineage. For all primate species, many differentially expressed genes (DEGs) were specific to one or a few cell types and were significantly enriched in molecular pathways related to synaptic connectivity and signaling. Hundreds of genes had human-specific differences in transcript isoform usage, and these genes were largely distinct from DEGs. We leveraged published datasets to link human-specific DEGs to regions of the genome with human-accelerated mutations or deletions (HARs and hCONDELs). This led to the surprising discovery that a large fraction of human-specific DEGs (15 to 40%), and particularly those associated with synaptic connections and signaling, were near these genomic regions that are under adaptive selection.
Our study found that MTG cell types are largely conserved across approximately 40 million years of primate evolution, and the composition and spatial positioning of cell types are shared among great apes. In each species, hundreds of genes exhibit cell type–specific expression changes, particularly in pathways related to neuronal and glial communication. Human-specific DEGs are enriched near likely adaptive genomic changes and are poised to contribute to human-specialized cortical function.



Nikolas L. Jorstad, Janet H.T. Song, David Exposito-Alonso, Hamsini Suresh, Nathan Castro-Pacheco, et al. Comparative transcriptomics reveals human-specific cortical features. Science, 382: p. eade9516, 2023.


@article{ bib:2022_great_apes,
author = {Nikolas L. Jorstad and Janet H.T. Song and David Exposito-Alonso and Hamsini Suresh and Nathan Castro-Pacheco and Fenna M. Krienen and Anna Marie Yanny and Jennie Close and Emily Gelfand and Kyle J. Travaglini and Soumyadeep Basu and Marc Beaudin and Darren Bertagnolli and Megan Crow and Song-Lin Ding and Jeroen Eggermont and Alexandra Glandon and Jeff Goldy and Thomas Kroes and Brian Long and Delissa McMillen and Trangthanh Pham and Christine Rimorin and Kimberly Siletti and Saroja Somasundaram and Michael Tieu and Amy Torkelson and Guoping Feng and William D Hopkins and Thomas H{\"o}llt and C. Dirk Keene and Sten Linnarsson and Steven A. McCarroll and Boudewijn Lelieveldt and Chet C. Sherwood and Kimberly Smith and Christopher A. Walsh and Alexander Dobin and Jesse Gillis and Ed S. Lein and Rebecca D. Hodge and Trygve E. Bakken},
title = { Comparative transcriptomics reveals human-specific cortical features },
journal = { Science },
volume = { 382 },
pages = { eade9516 },
year = { 2023 },
doi = { 10.1126/science.ade9516 },