An Integrated Micro- and Macroarchitectural Analysis of the Drosophila Brain by Computer-Assisted Serial Section Electron Microscopy
Open accessAbstract
The analysis of microcircuitry (the connectivity at the level of individual neuronal processes and synapses), which is indispensable for our understanding of brain function, is based on serial transmission electron microscopy (TEM) or one of its modern variants. Due to technical limitations, most previous studies that used serial TEM recorded relatively small stacks of individual neurons. As a result, our knowledge of microcircuitry in any nervous system is very limited. We applied the software package TrakEM2 to reconstruct neuronal microcircuitry from TEM sections of a small brain, the early larval brain of Drosophila melanogaster. TrakEM2 enables us to embed the analysis of the TEM image volumes at the microcircuit level into a light microscopically derived neuro-anatomical framework, by registering confocal stacks containing sparsely labeled neural structures with the TEM image volume. We imaged two sets of serial TEM sections of the Drosophila first instar larval brain neuropile and one ventral nerve cord segment, and here report our first results pertaining to Drosophila brain microcircuitry. Terminal neurites fall into a small number of generic classes termed globular, varicose, axiform, and dendritiform. Globular and varicose neurites have large diameter segments that carry almost exclusively presynaptic sites. Dendritiform neurites are thin, highly branched processes that are almost exclusively postsynaptic. Due to the high branching density of dendritiform fibers and the fact that synapses are polyadic, neurites are highly interconnected even within small neuropile volumes. We describe the network motifs most frequently encountered in the Drosophila neuropile. Our study introduces an approach towards a comprehensive anatomical reconstruction of neuronal microcircuitry and delivers microcircuitry comparisons between vertebrate and insect neuropile.
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ssTEM is experiencing a renaissance as a tool of choice for mapping brain micro-circuitry.
“ssTEM is experiencing a renaissance as a tool of choice for mapping brain micro-circuitry31,32.”
From Fiji: an open-source platform for biological-image analysis (2012) · cites this paper as [32]
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References 69 · Cited by 372
Research works printed but not linked: 3
- [10]Braitenberg V Schüz A 1998 Cortex: statistics and geometry of neuronal connectivity (2nd edition). Springer, Berlin Heidelberg
- [56]Mishchenko Y Spacek J Mendenhall J Harris K. M Chklovskii D. B Reconstruction of hippocampal CA1 neuropil at nanometer resolution reveals disordered packing of processes and dependence of synaptic connectivity on local environment and dendrite caliber. Preprint
- [68]Schindelin J 2008 “Fiji is just ImageJ (batteries included). ”2nd ImageJ User and Developer Conference. Luxemburg
- Authors
- Cardona, A., Saalfeld, S., Preibisch, S., Schmid, B., Cheng, A., Pulokas, J., Tomancak, P., & Hartenstein, V.
- Affiliations
- University of Zurich (CH)
- Max Planck Institute of Molecular Cell Biology and Genetics (DE)
- University of Würzburg (DE)
- Scripps Research Institute (US)
- Howard Hughes Medical Institute (US)
- Corresponding author
- Hartenstein, Volker
- Venue
- PLoS Biology
- Publisher
- Public Library of Science (PLoS)
- Published
- 2010-10-05
- Volume
- 8
- Issue
- 10
- Pages
- e1000502
- ISSN
- 1544-9173 (ISSN-L)
- 1545-7885
- PMC
- PMC2950124
- OpenAlex
- W1969013163
- Cited by
- 372
- References
- 69
- Citations by year
- 2026: 9 · 2025: 12 · 2024: 15 · 2023: 23 · 2022: 23 · 2021: 29 · 2020: 24 · 2019: 27 · 2018: 18 · 2017: 16 · 2016: 25 · 2015: 31 · 2014: 33 · 2013: 29 · 2012: 32
- FWCI
- 11.11
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS Biology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- MDC Repository (Max-Delbrueck-Center for Molecular Medicine) (acceptedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, cc-by)
- Repository for Publications and Research Data (ETH Zurich) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Max Planck Institute for Plasma Physics (submittedVersion)
- Figshare (submittedVersion, cc-by)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Qucosa (Saxon State and University Library Dresden) (submittedVersion, cc-by)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, cc-by)
- ETH Zürich Research Collection (cc-by)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- Howard Hughes Medical Institute
- European Commission (216593)
- Eidgenössische Technische Hochschule Zürich
- Universität Zürich
- National Institutes of Health ((RR17573))
- National Institute of Neurological Disorders and Stroke (R01NS054814)
- National Center for Research Resources (P41RR017573)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurobiology and Insect Physiology Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Cell Image Analysis Techniques
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Structural Biology › Advanced Electron Microscopy Techniques and Applications
- Keywords
- Drosophila melanogaster, larval brain, neuropil, neurite morphology, network motifs, ventral nerve cord
- MeSH terms
- Animals, Brain, Drosophila melanogaster, Humans, Image Processing, Computer-Assisted, Neurons, Software, Synapses, Neuropil, Imaging, Three-Dimensional, Microscopy, Electron, Transmission
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