HCA Modules

Neurite Outgrowth Analysis

We have developed automated solutions for the neurite outgrowth assays commonly used in target identication/validation and compound screening in drug discovery.

  • Neurite detection and analysis for single channel images or for two channel images  in conventional 2D images of monolayers of neurons found below

We have research collaborations in which we have custom developed solutions for more complex neurite outgrowth assays:

  • Neurite detection and analysis in 2D images of co-cultures of neurons and support cells seen below
  • 3D Neurite detection and analysis(found in the bottom) in 2-photon confocal 3D images of neurons

Our Standalone HCA Software

Our 2D monolayer neurite analysis code is available in our standalone HCA software, HCA-Vision.

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Commercial Partners

Our 2D monolayer neurite analysis code has been integrated into the HCA cellular imaging systems of:

  • Molecular Devices (formerly Axon Instruments) (http://www.axon.com) are a major biotechnology instrumentation company that CSIRO has worked with in the development of their ImageXpressTM cellular screening system.
  • BD Biosciences  (formerly Atto Bioscience) specializes in technologies for live cell-based assays and affiliated technologies including confocal high-throughput imaging. The company has licensed CSIRO’s neurite outgrowth analysis software to run in the AttoVision software for its Pathway HT cell screening system.
  • PerkinElmer (http://www.perkinelmer.com) is a supplier of innovative tools and technologies for life sciences and pharmaceutical drug discovery. The company has licensed CSIRO’s neurite outgrowth analysis software to run in the Acapella software for its Opera ultra high-throughput cell screening system.

If you would like to licence this module for integration into your software platform please see the contact details below.

Custom Solutions

We develop custom solutions for non-standard assays. If you’d like a quote please see the contact details below.

Neurite Detection for single channel 2D images

A Typical Neuron cell image captured using a single fluorescence channel  Standard solutions just measure neurite number and length  Our solution measures the more biologically relevant complexity of neurite branching 
neurite1_raw neurite1_ovr neurite1_lab

Neurite Detection for two channel 2D images

 

A typical neuron cell image captured using two fluorescence channels – blue for nuclei, green for cytoplasm and neurites Our solution measures the complexity of neurite branching even in images where the cells are densely populated and irregularly sized.
 neurite_2channel_raw_sub  neurite_2channel_lab_sub

 

Neurite Detection for co-cultures of neurons and support cells in 2D images

To be closer to in vivo behaviour, neurons are grown in co-cultures with glial cells/astrocytes. In order to automatically analyse this behaviour the image analysis software must quantify the cell shape characteristics for both cell types (neuron and astrocyte) as well as the cell-cell relationships (cell clumping, cell co-localization, and neurite bundling).

Co-culture neuron cell images captured using three fluorescence channels – blue for nuclei, green for neurons and red for astrocytes. (Images courtesy of Stephen Haggarty, Broad Institute) The two images below show the marked differences in biology that need to be quantified when neurons are grown in co-cultures rather than monolayers.
 coculture_E03_26213_sml  coculture_C05_26107_sml

Neurite Detection for 3D images

In collaboration with the Queensland Brain Institute, we are developing software for automated analysis of 3D images of neurons in tissue or support matrices.

Volume rendering of a stained single cell, imaged using 2-photon confocal microscopy.(Images courtesy of Prof P Sah, Queensland Brain Institute) 

As in 2D, our 3D solution measures the complexity of the neurite tree.

 

 neuron3D_stA0089_sml  neuron3D_web_3Dres_sml