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Method Article

Analyzing Dendritic Morphology in Columns and Layers

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DOI:

10.3791/55410

March 23rd, 2017

In This Article

Summary

Here, we show how to analyze dendritic routing of Drosophila medulla neurons in columns and layers. The workflow includes a dual-view imaging technique to improve the image quality and computational tools for tracing, registering dendritic arbors to the reference column array and for analyzing the dendritic structures in 3D space.

Abstract

In many regions of the central nervous systems, such as the fly optic lobes and the vertebrate cortex, synaptic circuits are organized in layers and columns to facilitate brain wiring during development and information processing in developed animals. Postsynaptic neurons elaborate dendrites in type-specific patterns in specific layers to synapse with appropriate presynaptic terminals. The fly medulla neuropil is composed of 10 layers and about 750 columns; each column is innervated by dendrites of over 38 types of medulla neurons, which match with the axonal terminals of some 7 types of afferents in a type-specific fashion. This report details the procedures to image and analyze dendrites of medulla neurons. The workflow includes three sections: (i) the dual-view imaging section combines two confocal image stacks collected at orthogonal orientations into a high-resolution 3D image of dendrites; (ii) the dendrite tracing and registration section traces dendritic arbors in 3D and registers dendritic traces to the reference column array; (iii) the dendritic analysis section analyzes dendritic patterns with respect to columns and layers, including layer-specific termination and planar projection direction of dendritic arbors, and derives estimates of dendritic branching and termination frequencies. The protocols utilize custom plugins built on the open-source MIPAV (Medical Imaging Processing, Analysis, and Visualization) platform and custom toolboxes in the matrix laboratory language. Together, these protocols provide a complete workflow to analyze the dendritic routing of Drosophila medulla neurons in layers and columns, to identify cell types, and to determine defects in mutants.

Introduction

During development, neurons elaborate dendrites in complex but stereotyped branched patterns to form synapses with their presynaptic partners. Dendritic branching patterns correlate with neuronal identity and functions. The locations of dendritic arbors determine the type of presynaptic inputs they receive, while the dendritic branching complexity and field sizes govern the input number. Thus, dendritic morphological properties are critical determinants for synaptic connectivity and neuronal computation. In many regions of complex brains, such as the fly optic lobes and the vertebrate retina, synaptic circuits are organized in columns and layers to facilitate informat....

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Protocol

Note: The protocol contains three sections: dual-view imaging (sections 1 - 3), dendritic tracing and registration (sections 4 - 6), and dendritic analysis (sections 7 - 9) (Figure 1). The codes and example files are provided in Table of Materials/Equipment.

1. Dual-image Acquisition

NOTE: This step is designed to acquire two image stacks of the neuron of interest in two orthogonal (horizontal and frontal) orientations.

  1. Prepare fly brains that contain sparsely labeled medulla neurons (~10 cells/brain lobe) with a membrane GFP marker (mCD8GFP), as previously described<....

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Results

Using the dual-view imaging procedure presented here, a fly brain containing sparsely labeled Tm20 neurons was imaged in two orthogonal directions. Prior to imaging, the brain was stained with appropriate primary and secondary antibodies for visualizing membrane-tethered GFP and photoreceptor axons. For imaging, the brain was first mounted in the horizontal orientation (Figure 2A, B). A GFP-labeled Tm20 neuron and the surrounding photoreceptor axons were imaged using a co.......

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Discussion

Here, we show how to image and analyze dendritic arbors of Drosophila medulla neurons. The first section, dual-view imaging, describes the deconvolution and combination of two image stacks into a high-resolution image stack. The second section, dendrite tracing and registration, describes the tracing and registration of dendrites of medulla neurons to the reference column array. The third section, dendritic analysis, describes the use of custom scripts to analyze dendritic patterns. Together these protocols prov.......

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Disclosures

The authors have nothing to disclose.

Acknowledgements

This work was supported by the Intramural Research Program of the National Institutes of Health, the Eunice Kennedy Shriver National Institute of Child Health and Human Development (grant HD008913 to C.-H.L.), and the Center for Information Technology (P.G.M., N.P., E.S.M., and M.M.).

....

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Materials

List of materials used in this article
NameCompanyCatalog NumberComments
Software
Huygens ProfessionalScientific Volume Imagingversion 16.05for image deconvolution (https://svi.nl).  commercial software
MIPAVversion 7.3.0for image recombination and registration (http://mipav.cit.nih.gov/); freeware
MIPAV plugin: PlugInDrosophila
RetinalRegistration.class
freeware
MIPAV plugin: PlugInDrosophilaStandard
ColumnRegistration.class
freeware
ImarisBitplanefor tracing neurites and assigning reference points for image registration (http://www.bitplane.com); commercial software
Vaa3Dfor visualizing swc files (https://github.com/Vaa3D/release/releases/); freeware
MatlabMathworksR2014bfor morphometric analysis of dendrites (http://www.mathworks.com); commercial software
Matlab toolbox: TREES1.14v1.14for analyzing dendritic morphometric parameters (http://www.treestoolbox.org/download.html); freeware
Matlab toolbox: Dendritic_Tree_Toolboxv1.0For calculating morphometric parameters (https://science.nichd.nih.gov/confluence/display/snc/Data+collections+for+imagines+combination+and+standardize+column+registration). Freeware
NameCompanyCatalog numberComments
Sample files
SWC file definitionhttp://www.neuronland.org/NLMorphologyConverter/MorphologyFormats/SWC/Spec.html
The codes and sample files for image combination and registrationhttps://science.nichd.nih.gov/confluence/display/snc/Data+collections+for+imagines+combination+and+standardize+column+registration
Reference point example https://science.nichd.nih.gov/confluence/download/attachments/117216914/points.csv?version=1&modificationDate=
1471880596000&api=v2
NameCompanyCatalog numberComments
Computer system
MS Windows Windows 7 x64 or Macintosh OS X 10.7 or later3GHz 64-bit quad-core processor, 16G RAM (minimal)
Optional: Quadro4000  (or above) graphic cardNvidiafor stereographic visualization of dendrites.
Optional: NVIDIA 3D vision2Nvidiahttp://www.nvidia.com/object/3d-vision-main.html
Optional: 120 Hz LCD display for NVIDIA 3D vision2http://www.nvidia.com/object/3d-vision-system-requirements.html
NameCompanyCatalog numberComments
Reagents for imaging
24B10 antibodyThe Developmental Studies Hybridoma Bank24B10
GFP Tag AntibodyThermofisher ScientificG10362
Goat anti-Rabbit (H+L), Alexa Fluor 488Thermofisher ScientificA11034
Goat anti-Mouse (H+L), Alexa Fluor 568Thermofisher ScientificA21124
VECTASHIELD Antifade Mounting MediumVector LaboratoriesH-1000
Mounting Clay FisherS04179
70% glycerol in 1x PBS
Cover glasses, high performance, D = 0.17 mmZeiss474030-9000-000

References

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  2. Sanes, J. R., Zipursky, S. L. Design principles of insect and vertebrate visual systems. Neuron. 66 (1), 15-36 (2010).
  3. Huberman, A. D., Clandinin, T. R., Baier, H.....

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Tags

Dendritic Morphology AnalysisConfocal Image StacksDual View ImagingDendrite Tracing RegistrationLayer Specific TerminationPlanar Projection DirectionDendritic Branching FrequenciesMIPAV PlatformMATLAB ToolboxesDrosophila Medulla Neurons