Synaptome architecture shapes regional dynamics in the mouse brain

Justine Y. Hansen, Andrea I. Luppi, Zhen Qiu, Silvia Gini, Ben D. Fulcher, Alessandro Gozzi, Seth G.N. Grant, Bratislav Misic

Research output: Working paper/Preprint/Pre-registrationWorking Paper/Preprint

Abstract

Synapses are the connections that transform neurons from simple electrically charged cells into complex circuits that support perception, cognition and action. Recent advances in single-punctum synapse mapping in mice have made it possible to study the diversity of synapses and how these synapse types are differentially expressed across the brain. A salient question is how synapse diversity shapes the spatial patterning of whole-brain dynamics. Here we derive > 6 000 time-series features from fMRI recordings in awake mice to construct a comprehensive macroscale dynamical phenotype of each synapse type. We find that spatial variation in synapse types colocalizes with spatial variation in regional dynamics. Time-series in regions enriched for SAP102-expressing synapses display high-amplitude events while time-series in regions enriched for PSD95-expressing synapses display low stationarity. These regional variations in synapse types and dynamics are associated with patterns of structural and functional connectivity and the placement of hubs. Finally, using two additional fMRI datasets in anaesthetized mice, we show that synapses expressing short- and long-lifetime proteins are differentially engaged across behavioural states. Collectively, this work demonstrates that the spatial organization of microscale synapse types fundamentally shapes whole-brain dynamics.
Original languageEnglish
Place of PublicationCold Spring Harbor, NY
Number of pages23
DOIs
Publication statusPublished - 25 Jan 2025

Funding

BM acknowledges support from the Natural Sciences and Engineering Research Council of Canada (NSERC), Canadian Institutes of Health Research (CIHR), Brain Canada Foundation Future Leaders Fund, the Canada Research Chairs Program, the Michael J. Fox Foundation, and the Healthy Brains for Healthy Lives initiative. JYH acknowledges support from the Helmholtz International BigBrain Analytics & Learning Laboratory and the Natural Sciences and Engineering Research Council of Canada. AG acknolwedges support by the European Research Council (ERC-DISCONN No. 802371, BRAINAMICS No. 101125054) and Sara and Paolo Baracchino. The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.

Keywords

  • synaptome architecture
  • mouse brain
  • synapse mapping
  • synapse diversity
  • synapse types
  • whole-brain dynamics

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