Rxivist logo

Whole-brain comparison of rodent and human brains using spatial transcriptomics

By Antoine Beauchamp, Yohan Yee, Benjamin Darwin, Armin Raznahan, Rogier B Mars, Jason P Lerch

Posted 18 Mar 2022
bioRxiv DOI: 10.1101/2022.03.18.484766

The ever-increasing use of mouse models in preclinical neuroscience research calls for an improvement in the methods used to translate findings between mouse and human brains. Using openly accessible brain-wide transcriptomic data sets, we evaluated the similarity of mouse and human brain regions on the basis of homologous gene expression. Our results suggest that mouse-human homologous genes capture broad patterns of neuroanatomical organization, but that the resolution of cross-species correspondences can be improved using a novel supervised machine learning approach. Using this method, we demonstrate that sensorimotor subdivisions of the neocortex exhibit greater similarity between species, compared with supramodal subdivisions, and that mouse isocortical regions separate into sensorimotor and supramodal clusters based on their similarity to human cortical regions. We also find that mouse and human striatal regions are strongly conserved, with the mouse caudoputamen exhibiting an equal degree of similarity to both the human caudate and putamen.

Download data

  • Downloaded 832 times
  • Download rankings, all-time:
    • Site-wide: 44,950
    • In neuroscience: None
  • Year to date:
    • Site-wide: 2,389
  • Since beginning of last month:
    • Site-wide: 19,919

Altmetric data


Downloads over time

Distribution of downloads per paper, site-wide


PanLingua

News