Light-microscopy-based connectomic reconstruction of mammalian brain tissue.

Journal: Nature
Published Date:

Abstract

The information-processing capability of the brain's cellular network depends on the physical wiring pattern between neurons and their molecular and functional characteristics. Mapping neurons and resolving their individual synaptic connections can be achieved by volumetric imaging at nanoscale resolution with dense cellular labelling. Light microscopy is uniquely positioned to visualize specific molecules, but dense, synapse-level circuit reconstruction by light microscopy has been out of reach, owing to limitations in resolution, contrast and volumetric imaging capability. Here we describe light-microscopy-based connectomics (LICONN). We integrated specifically engineered hydrogel embedding and expansion with comprehensive deep-learning-based segmentation and analysis of connectivity, thereby directly incorporating molecular information into synapse-level reconstructions of brain tissue. LICONN will allow synapse-level phenotyping of brain tissue in biological experiments in a readily adoptable manner.

Authors

  • Mojtaba R Tavakoli
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Julia Lyudchik
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Michał Januszewski
    Google AI, Zurich, 8002, Switzerland.
  • Vitali Vistunou
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Nathalie Agudelo Dueñas
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Jakob Vorlaufer
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Christoph Sommer
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Caroline Kreuzinger
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Bárbara Oliveira
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Alban Cenameri
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Gaia Novarino
    Institute of Science and Technology Austria, Klosterneuburg, Austria.
  • Viren Jain
    Google AI, Mountain View, 94043, CA, USA.
  • Johann G Danzl
    Institute of Science and Technology Austria, Klosterneuburg, Austria. johann.danzl@ista.ac.at.