Conserved coexpression at single cell resolution across primate brains
Hamsini SureshiD, Megan CrowiD, Nikolas L. JorstadiD, Rebecca D. HodgeiD, Ed S. LeiniD, Alexander DobiniD, Trygve E. BakkeniD, Jesse A GillisiD
Abstract
Enhanced cognitive function in humans is hypothesized to result from cortical expansion and increased cellular diversity. However, the mechanisms that drive these phenotypic differences remain poorly understood, in part due to the lack of high-quality cellular resolution data in human and non-human primates. Here, we take advantage of single cell expression data from the middle temporal gyrus of five primates (human, chimp, gorilla, macaque and marmoset) to identify 57 homologous cell types and generate cell-type specific gene coexpression networks for comparative analysis. While ortholog expression patterns are generally well conserved, we find 24% of genes with extensive differences between human and non-human primates (3383/14,131), which are also associated with multiple brain disorders. To validate these observations, we perform a meta-analysis of coexpression networks across 19 animals, and find that a subset of these genes have deeply conserved coexpression across all non-human animals, and strongly divergent coexpression relationships in humans (139/3383, <1% of primate orthologs). Genes with human-specific cellular expression and coexpression networks (like NHEJ1, GTF2H2, C2 and BBS5) typically evolve under relaxed selective constraints and may drive rapid evolutionary change in brain function. One Sentence SummaryCross-primate middle temporal gyrus single cell expression data reveals patterns of conservation and divergence that can be validated with population coexpression networks.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Evolutionary conservation and divergence of human brain co-expression networks
William G. Pembroke, Christopher Hartl, Daniel H. Geschwind·Genome biologyPeer-reviewed·Jan 29, 2021
- Single-cell-resolution transcriptome map of human, chimpanzee, bonobo, and macaque brains
E. Khrameeva, I. Kurochkin, … P. Khaitovich·bioRxiv·Sep 10, 2019
- Comparative transcriptomics reveals human-specific cortical features
Nikolas L. Jorstad, Janet H. T. Song, … Trygve E. Bakken·SciencePeer-reviewed·Oct 12, 2023
- Tempo and mode of gene expression evolution in the brain across Primates
A. L. Bauernfeind, T. M. Zintel, … C. C. Babbitt·bioRxiv·Apr 21, 2021
- Conservation and divergence in cortical cellular organization between human and mouse revealed by single-cell transcriptome imaging
Rongxin Fang, Chenglong Xia, … Xiaowei Zhuang·bioRxiv·Nov 1, 2021
- Conservation of gene co-expression networks and neuropsychiatric-neurological disease gene programs between mouse and human frontal cortex at single-cell resolution
Qian‐Quan Sun, Tianyu Cao, 张春兆·bioRxiv·Oct 6, 2026