Semi-automated reconstruction of neural circuits using electron microscopy.
Reconstructing neuronal circuits at the level of synapses is a central problem in neuroscience, and the focus of the nascent field of connectomics. Previously used to reconstruct the C. elegans wiring diagram, serial-section transmission electron microscopy (ssTEM) is a proven technique for the task. However, to reconstruct more complex circuits, ssTEM will require the automation of image processing. We review progress in the processing of electron microscopy images and, in particular, a semi-automated reconstruction pipeline deployed at Janelia Farm. Drosophila circuits underlying identified behaviors are being reconstructed in the pipeline with the goal of generating a complete Drosophila connectome.
Chklovskii
Dmitri B
DB
Janelia Farm Research Campus, Howard Hughes Medical Institute, 19700 Helix Drive, Ashburn, VA 20147, USA. mitya@janelia.hhmi.org
Vitaladevuni
Shiv
S
Scheffer
Louis K
LK
D000818:Animals; D006801:Humans; D019044:Image Cytometry / Q000295:instrumentation / Q000379:methods / Q000639:trends*; D008854:Microscopy, Electron / Q000295:instrumentation / Q000379:methods / Q000639:trends*; D009415:Nerve Net / Q000648:ultrastructure*; D009446:Neurobiology / Q000295:instrumentation / Q000379:methods / Q000639:trends*; D009474:Neurons / Q000648:ultrastructure*; D010363:Pattern Recognition, Automated / Q000379:methods / Q000639:trends*