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In This Article

  • Summary
  • Abstract
  • Introduction
  • Protocol
  • Results
  • Discussion
  • Disclosures
  • Acknowledgements
  • Materials
  • References
  • Reprints and Permissions

Summary

Here, we present an easy-to-use co-culture assay to analyze glioblastoma (GBM) migration on patterned neurons. We developed a macro in FiJi software for easy quantification of GBM cell migration on neurons, and observed that neurons modify GBM cell invasive capacity.

Abstract

Glioblastomas (GBMs), grade IV malignant gliomas, are one of the deadliest types of human cancer because of their aggressive characteristics. Despite significant advances in the genetics of these tumors, how GBM cells invade the healthy brain parenchyma is not well understood. Notably, it has been shown that GBM cells invade the peritumoral space via different routes; the main interest of this paper is the route along white matter tracts (WMTs). The interactions of tumor cells with the peritumoral nervous cell components are not well characterized. Herein, a method has been described that evaluates the impact of neurons on GBM cell invasion. This paper presents an advanced co-culture in vitro assay that mimics WMT invasion by analyzing the migration of GBM stem-like cells on neurons. The behavior of GBM cells in the presence of neurons is monitored by using an automated tracking procedure with open-source and free-access software. This method is useful for many applications, in particular, for functional and mechanistic studies as well as for analyzing the effects of pharmacological agents that can block GBM cell migration on neurons.

Introduction

Primary malignant gliomas, including GBMs, are devastating tumors, with a medium survival rate of 12 to 15 months reported for GBM patients. Current therapy relies on large tumor mass resection and chemotherapy coupled with radiotherapy, which only extends the survival rate by few months. Therapeutic failures are intimately related to poor drug delivery across the blood-brain barrier (BBB) and to invasive growth in perivascular spaces, meninges, and along WMTs1. Perivascular invasion, also called vascular co-option, is a well-studied process, and the molecular mechanisms are beginning to be elucidated; however, the process of GBM cell invasion along WMTs is not well understood. Tumor cells migrate into the healthy brain along Scherer's secondary structures2. Indeed, almost one century ago, Hans-Joachim Scherer described the invasive routes of GBM, which are now referred to as perineuronal satellitosis, perivascular satellitosis, subpial spread, and invasion along the WMT (Figure 1A).

Some chemokines and their receptors, such as stromal cell-derived factor-1α (SDF1α) and C-X-C motif chemokine receptor 4 (CXCR4), but not vascular endothelial growth factor (VEGF), seem to be implicated in WMT invasion3. More recently, a transcellular NOTCH1-SOX2 axis has been shown to be an important pathway in WMT invasion of GBM cells4. The authors described how GBM stem-like cells invade the brain parenchyma on partially unmyelinated neurons, suggesting the destruction of myelin sheaths by GBM cells. A milestone was reached in 2019 when three articles wereconsecutively published in Nature journal, underlining the role of electrical activity in glioma development5,6. Seminal work by Monje and collaborators shed light on the central role of electric activity in the secretion of neuroligin-3, which promotes glioma development.

Winkler and collaborators described connections between GBM cells (microtubes) being crucial in invasive steps, and lately, interactions between GBM cells and neurons via newly described neuroglioma synapses. Those structures favor glutamatergic stimulation of α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) receptors located at the GBM cell membrane, which promotes tumor development and invasion. Tumor cell invasion is a central process in the dissemination of metastases or distant secondary foci, as observed in GBM patients. Several factors have been identified to be important in GBM invasion such as thrombospondin-1, a transforming growth factor beta (TGFβ-regulated matricellular protein, or the chemokine receptor CXCR3)7,8.

Here, a simplified biomimetic model has been described for studying GBM invasion, in which neurons are patterned on tracks of laminin, and GBM cells are seeded onto it, as single-cells or as spheroids (Figure 1B). The two experimental settings are aimed at recapitulating invasion on neurons, which is observed in GBM9,10,11. Such models have been developed in the past as aligned nanofiber biomaterials (core-shell electrospinning) that allow studying cell migration by modulating mechanical or chemical properties12. The co-culture model described in this article allows a better understanding of how GBM cells escape on neurons by defining new molecular pathways involved in this process.

Protocol

Informed written consent was obtained from all patients (from the Haukeland Hospital, Bergen, Norway, according to local ethics committee regulations). This protocol follows the guidelines of Bordeaux University human and animal research ethics committees. Pregnant rats were housed and treated in the animal facility of Bordeaux University. Euthanasia of an E18-timed pregnant rat was performed by using CO2. All animal procedures have been done according to the institutional guidelines and approved by the local ethics committee. All commercial products are referenced in the Table of Materials.

1. Preparation of the patterned slides

  1. Substrate preparation for micropatterning
    1. Treat 18 mm circular glass coverslips by air/plasma activation for 5 min. Place the coverslips in a closed chamber with 100 µL of (3-aminopropyl) triethoxysilane in a desiccator for 1 h.
    2. Incubate with 100 mg/mL of poly (ethylene glycol)-succinimidyl valerate (molecular weight 5,000 (Peg-SVA)) in 10 mM carbonate buffer, pH > 8, for 1 h. Rinse extensively with ultrapure water, and dry under a chemical hood.
      ​NOTE: At this stage, the sample can be stored at 4 °C in the dark for further use.
    3. Add the photoinitiator, 4-benzoylbenzyl-trimethylammonium chloride (PLPP), at 14.7 mg/mL in phosphate-buffered saline (PBS).
      NOTE: A concentrated form of PLPP, a PLPP gel, can also be used. It results in a shorter ultraviolet (UV) illumination time required to degrade the PEG brush (100 mJ/mm2).
  2. Photoinitiator gel deposition
    1. Prepare a mixture of 3 µL of PLPP gel and 50 µL of absolute ethanol to deposit in the center of the slide. Place the sample under a chemical hood until complete evaporation of the absolute ethanol.
      NOTE: At this stage, the sample can be stored at 4 °C in the dark for further use.
  3. Glass slide micropatterning
    1. Mount the coverslip in a Ludin chamber, and place it on the motorized stage of a microscope equipped with an auto-focus system.
    2. Load images corresponding to the envisioned micropatterns into the software. Apply these parameters: replication 4 x 4 times, spacing of 200 µm, UV dose of 1,000 mJ/mm2. After the automatic UV-illumination sequence, rinse the PLPP away with multiple PBS washes.
      NOTE: If PLPP gel was used, remove it by extensive washes with deionized water, dry in a stream of N2, and store at 4 °C.
    3. Incubate with laminin (50 µg/mL in PBS) for 30 min. Wash extensively with PBS.
      ​NOTE: A fluorescent solution of purified green fluorescent protein (GFP, 10 µg/mL in PBS) can be mixed with laminin to visualize the micropatterns by fluorescence microscopy.

2. Preparation of neurons and GBM cells for co-culture

  1. Culture of embryonic rat hippocampal neurons
    1. Dissect the hippocampus of embryonic (E18) rats, and transfer the tissue into a Hank's balanced salt solution (HBSS)/1 mM 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid (HEPES)/penicillin-streptomycin solution in a 15 mL tube. Remove excess solution without drying the hippocampus.
    2. Add 5 mL of trypsin-ethylenediamine tetraacetic acid (EDTA) supplemented with penicillin (10,000 units/mL)/streptomycin (10,000 µg/mL) and 1 mM HEPES, and incubate for 15 min at 37 °C. Wash 2x with the HBSS/HEPES/penicillin-streptomycin solution, and let the tissue remain in this solution for 2-3 min.
    3. Dissociate the tissue using two flame-polished Pasteur pipettes, by pipetting up and down 10x with each tissue, taking care to minimize foaming. Count the cells, and evaluate the viability of the cell suspension. Plate the neurons on micropatterned coverslips as indicated below.
      NOTE: Cell viability rate is 85-90% after extraction.
  2. Cell culture for neurons on micropatterned coverslips
    1. Rehydrate micropatterned glass slides with PBS, and incubate complete neuronal cell culture medium.
    2. Seed the hippocampal neurons obtained from E18 Sprague-Dawley rats directly over the micropatterned glass coverslip at a density of 50,000 cells per cm2 in neurobasal medium (NBM) enriched with 3% horse serum. Place the micropatterned neurons in the incubator (37 °C, 5% CO2) for 48 h.
      NOTE: After ~6 h, primary hippocampal neurons can be seen adhering to the laminin micropatterns.
  3. Co-culture of human GBM stem-like cells on neurons
    ​NOTE: For this study, membrane GFP-positive and nuclear-tomato patient-derived GBM cells were grown according to previous published protocols10.
    1. As the spheroid-shaped cells grow in suspension, centrifuge the suspension for 5 min at 200 × g. Wash the spheroids with 5 mL of PBS, and incubate the cells with 0.5 mL of the cell dissociation reagent (see the Table of Materials) for 5 min at 37 °C.
    2. Add 4.5 mL of complete NBM (complemented with B27 supplement, heparin, fibroblast growth factor 2, penicillin, and streptomycin, as described previously8), and count the cells using an automatic counting technique.
    3. Seed 1,000 GBM cells over the micropatterned neuronal culture in NBM enriched with 3% horse serum. Incubate the plate at 37 °C, 5% CO2, and 95% humidity.

3. Live cell imaging

  1. Immediately after GBM cell seeding, place the sample on the stage of an inverted microscope equipped with a thermostat chamber. Perform live-cell imaging on the microscope equipped with a motorized stage for recording multiple positions by using a multidimensional acquisitions toolbox in the software. Acquire brightfield and epifluorescence GFP/Tomato images every 5 minutes over 12 h with a 20x objective in a temperature (37 °C) and gas-controlled (5% CO2) environment.

4. Image analysis

NOTE: Using Fiji, two-dimensional (2D) image stack were semi-automatically preprocessed or processed by using a homemade and user-friendly tool (available at this address: https://github.com/Guyon-J/Coculture_Gliomas-Neurons/blob/main/README.md), which is written in IJ1 macro language (Figure 2A). The automated workflow and procedures are summarized in Figure 2B.

  1. Neuronal network analysis (Figure 2Bi)
    1. Select one image of the stack. Right-click on the Network tool to open the corresponding Options dialog box and adjust the settings (e.g., Threshold = Triangle, Li, Huang…, Gaussian Blur, and Median filters = 1, 2, 3…) to produce a precise segmentation of images. Then, click on OK.
    2. Left-click on the Network tool to automatically activate the following procedure.
      1. Duplicate the selected image, and split it into three color channels (Red-Grey-Green).
      2. Select the grey channel (brightfield), and perform contrast stretch enhancement (CSE) to enhance the separation between different areas. Use the Sobel edge detector (SED) to perform the 2D signal processing convolution operation already grouped under the Find Edge command.
      3. For double-filtering (F), apply a Gaussian blur and median filter to reduce noise and smooth the object signal. Convert to Mask (CM) by executing adapted threshold algorithms to obtain a binary picture (BIN-grey) with black pixels (cell area) and white pixels (background). Skeletonize (Sk) the cell area into a simple network (NET), and filter particles (EP) in a NET image by removing small, non-networked particles.
      4. For red and green channels (nucleus and membrane), perform double-filtering, convert to Mask using the adapted thresholding method, and allow BIN-green to determine cell morphology with the Analyze Particles command.
      5. Merge all channels using their region of interest (ROI) with the OR (combine) operator, and readjust their initial color into a simple RGB image.
  2. Single-cell motility analysis (Figure 2Bii)
    1. Right-click on the Single Cell Tracking tool to open the corresponding Options dialog box, and adjust the settings (e.g., Trail type = Nucleus or Membrane, Threshold = Triangle, Li, Huang…, Z projection = Max intensity, Sum Slices…, Gaussian Blur and Median filters = 1, 2, 3…) to produce a precise segmentation of images. Then, click on OK.
    2. Left-click on the Single Cell Tracking tool to automatically activate the following procedure.
      1. Remove the grey channel. Apply a Z projection on the stack, which will generate an image corresponding to an image stack according to the time (T-stack). Double-filter and convert to Mask the trails left by cells. Remove small particles to the BIN-red/green image.
      2. By using ROI, select each contour of the cell trace, and check the box Skip edge detection in the Options dialog box to skip this preprocessing step for subsequent steps.
      3. Isolate the red channel (Trail type = Nucleus) on the original stack. Select one ROI and remove the outer area. Double-filter all images and convert to Mask (BIN-red). Determine the centroid X/Y position of each binarized nucleus.
    3. Using an already published macro for spreadsheet software13, calculate the mean square displacement, directionality ratio, and average speed for this cell.
  3. Multiple-cell tracking analysis (Figure 2Biii)
    1. Right-click on the Tracking tool to open the corresponding Options dialog box and adjust the settings (e.g., Threshold = Triangle, Li, Huang…, Gaussian Blur and Median filters = 1, 2, 3…) to produce a precise segmentation of images. Then, click on OK.
    2. Left-click on the Tracking tool to automatically activate the following procedure.
      1. Remove the grey channel.
      2. Split the red and green channels, double-filter, and convert to Mask.
      3. Merge the channels using Image Calculator… command with the AND operator, leaving only the nucleus signal found in the membranes.
        NOTE: Several plugins in Fiji can be used to determine the X/Y position of several cells in this binary preprocessed image at the same time (see the Table of Materials).
    3. Using a previously described macro13, calculate the trajectory plot, mean square displacement, directionality ratio, and average speed for these cells.
  4. Spheroid migration on the neural mat (Figure 2Biv)
    1. Right-click on the Migration tool to open the corresponding Options dialog box and adjust the settings (e.g., Threshold = Triangle, Li, Huang…, Gaussian Blur and Median filters = 1, 2, 3…) to produce a precise segmentation of images. Then, click on OK.
    2. Left-click on the Migration tool to automatically activate the following procedure.
      1. Remove the red channel.
      2. Split the green and grey channels.
      3. For the grey channel, draw manually the contour of the neuronal mat, and measure its area.
      4. For the green channel, double-filter the stack and convert to Mask. Remove the area outside the pattern (BIN), and determine the binarized cell area for each image.
        ​NOTE: Parameters described above are calibrated by changing their values by left-clicking on the icon of interest. This processing can be done manually. However, for a large number of images (approximately a hundred per acquisitions), channels (generally 3 channels), and processing steps, an automated or semi-automated tool would be preferable.

Results

Patterned neurons co-cultured with fluorescent GBM cells were prepared as described in the protocol section, and tracking experiments were performed. GBM cells quickly modified their shape while migrating on the neurons (Figure 1B: panel 6 and Video 1). Cells migrated along the neuronal extensions, in a random motion (Video 1). Fluorescent GBM cells and non-fluorescent neurons can be easily distinguished, and this allowed the tracking of cel...

Discussion

Glioblastomas extensively invade the parenchyma by using different modes: co-option of surrounding blood vessels, interstitial invasion, or invasion on WMTs18. This latter mode is not well characterized in the literature because of the difficulty in finding suitable in vitro or in vivo models related to WMT invasion. Here, a simplified model has been proposed in which cultured rodent neurons were patterned on laminin-coated surfaces, and fluorescent GBM stem-like cells were seede...

Disclosures

The authors declare that they have no conflicts of interest.

Acknowledgements

This work was supported by Fondation ARC 2020, Ligue Contre le Cancer (Comite de la Gironde), ARTC, Plan Cancer 2021, INCA PLBIO. Alveole is supported by Agence Nationale de la Recherche (Grant Labex BRAIN ANR-10-LABX-43). Joris Guyon is a recipient of fellowship from the Toulouse University Hospital (CHU Toulouse).

Materials

NameCompanyCatalog NumberComments
(3-aminopropyl) triethoxysilaneSigma440140-100MLThe amino group is useful for the bioconjugation of mPEG-SVA
96-well round-bottom plateSarstedt2582624Used to prepare spheroids
AccutaseGibcoA11105-01Stored at -20 °C (long-term) or 4 °C (short-term), sphere dissociation enzyme
B27Gibco12587Stored at -20 °C, defrost before use
Basic Fibroblast Growth FactorPeprotech100-18BStored at -20 °C, defrost before use
Countess Cell Counting ChamberSlidesInvitrogenC10283Used to cell counting
CoverslipsMarienfeld111580Cell culture substrate
Dessicator cartridgesSigmaZ363456-6EAUsed to reduce mosture during (3-aminopropyl) triethoxysilane treatment
DPBS 10xPan BiotechP04-53-500Stored at 4 °C
Fiji software, MTrack2 macroImageJUsed to analyze pictures
Flask 75 cm²Falcon10497302
HBSSSigmaH8264-500ML
Heparin sodiumSigmaH3149-100KUStored at 4 °C
Laminin114956-81-9Promotes neuronal adhesion
Leonardo softwareloading of envisioned micropatterns
MetaMorph Software Molecular Devices LLCNAMicroscopy automation software
MethylcelluloseSigmaM0512Diluted in NBM for a 2% final concentration
Neurobasal mediumGibco21103-049Stored at 4 °C
Nikon TiE (S Fluor, 20x/0.75 NA)inverted microscope equipped with a motorized stage 
Penicillin - StreptomycinGibco15140-122Stored at 4 °C
PLPPAlveolePLPPclassic_1mlPhotoinitiator used to degrade the PEG brush
Poly(ethylene glycol)-Succinimidyl Valerate (mPEG-SVA)Laysan BioVA-PEG-VA-5000-5gUsed as an anti-fouling coating
PRIMOAlveolePRIMO1Digital micromirror device (DMD)-based UV projection apparatus
Trypan blue 0.4%ThermoFisherT10282Used for cell counting
Trypsin-EDTASigmaT4049-100MLUsed to detach adherent cells

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