This work was funded by the Institut Pasteur, the Bettencourt-Schueller foundation, Centre National de la Recherche Scientifique, University Paris Diderot, Agence Nationale de la Recherche (ANR-13-SAMA-0006; SynDivAutism), the Conny-Maeva Charitable Foundation, the Cognacq Jay Foundation, the Orange Foundation, and the Fondamental Foundation. L.G. is supported by an undergraduate fellowship from the Health Ministry. We acknowledge the help of BitPlane in particular Georgia Golfis, in the early stage of this work.

1. Neuronal Culture
Note: Fibroblast reprogramming in pluripotent stem cells, commitment to the dorsal telencephalon lineage, derivation, amplification, and banking of late cortical progenitors (LCP) were described in Boissart et al4. Neuronal differentiation of LCP-like cells was also performed according to Boissart et al4 with slight modifications. Other procedures have been developed for direct reprogramming of fibroblasts into induced&#160;pluripotent stem cells followed by their differentiation into neurons. This protocol was retained since it allows the selective production of pyramidal glutamatergic neurons.
<ol>
	<li>Treat 6-well culture plates with glass coverslips with poly-ornithine (diluted to 1/6 in DPBS, stock concentration 0.01%) O/N, followed by three washes in DPBS. Then add laminin (stock concentration 1 mg/ml, diluted 500 times in DPBS) for at least 10 hr under the flow hood.</li>
	<li>Plate and dispatch NSC at low density (50,000 cells/cm2) in 6-well culture plates with glass coverslips in 3 ml of culture medium consisting of DMEM/F12 (500 ml), 2 vials (5 ml each) of N2 supplement, 2 vials (10 ml each) of B27 supplement, 10 ml of Pen-Streptomycin (Penicillin = 10,000 units/ml and Streptomycin = 10,000 units/ml), 1 ml of 2-mercaptoethanol (Stock solution: 50 mM) and laminin (1/500), without growth factors. CRITICAL STEP: Carry out this step carefully by adding cells with slow rotating movements in order to reduce cell clustering.</li>
	<li>Remove the culture medium. Add fresh N2B27 medium containing 2 &#181;g/ml of fresh laminin solution to keep the neuron attached on the glass coverslips and avoid clumping. Change the medium every 3 days. Keep some of the remaining medium (200 &#181;l) before adding fresh medium in order to prevent the cell from drying. Alternatively, proceed rapidly and change the total volume (3 ml).</li>
</ol>
2. Lentiviral Transduction
Note: GFP lentiviral vectors were kindly provided by Dr. Uwe Maskos Laboratory at Institut Pasteur (Paris) and prepared according to the published protocol 5. GFP expression is driven by the mouse phosphoglycerate kinase (PGK) promoter. For this study, viral titer was of 400 ng/&#181;l (stock solution in PBS 1x).
<ol>
	<li>Transduce human iPSC-derived neurons at any step of maturation by viral particles by adding 1 &#181;l of the stock solution containing 40 ng of GFP lentiviral vector per culture well (6-well plates) and incubate for 48 hr in fresh culture medium. Note: For this protocol, the duration of incubation allows a good labeling of spine structures.</li>
</ol>
3. Immunofluorescence
Note: In order to improve the labeling of the whole spine morphology, immunofluorescence labeling was performed using an anti-GFP antibody in permeabilized conditions.
<ol>
	<li>Remove culture medium and fix transduced cells on coverslips in 4% paraformaldehyde for 10 min at RT, then wash 3 times in 1x&#160;PBS (10 min each).</li>
	<li>Immerge coverslips in PBS supplemented with 0.05% Triton (100x) and 10% horse serum for 1 hr at RT, then wash 3 times in 1x&#160;PBS.</li>
	<li>Add 100 &#181;l of 1x PBS supplemented with 4% horse serum and primary antibody (1/1,000) raised against GFP and diluted by a factor of 1,000 on each coverslip. Incubate in a dark box O/N at 4&#176;C, then wash 3 times with 1x PBS.</li>
	<li>Dilute Alexa Fluor 488-conjugated antibody (1/200) in PBS supplemented with 0.5% of Tween 20 and incubate for 1 hr at RT. Then wash 3 times in 1x PBS and mount coverslips on glass slides with mounting medium for fluorescence microscopy.</li>
</ol>
4. Dendritic Spine Imaging
<ol>
	<li>Perform confocal Imaging through a confocal laser-scanning microscope.</li>
	<li>Select healthy neurons with pyramidal morphology and a full dendritic arborization, and quantify at least 10 neurons per condition from separate experiments. Quantify 60 - 100 &#181;m per dendrite.</li>
	<li>Acquire images using a 40X oil NA = 1.3 objective and a 488&#160;nm laser line for GFP excitation, with a typical peak power at sample level around 20&#160;&#181;W. Set pixel size around 80&#160;nm to properly sample dendritic spines. 
	Note: The subsequent analysis call for an image in which the noise does not compromise the proper segmentation of dendrites and spines. With the spatial sampling and power settings mentioned above, we observed that a pixel dwell-time of 3.15&#160;&#181;s is sufficient to collect enough photons to build such an image. For dim samples, image quality can be improved by averaging 2 to 4 scans. The acquisition of several XY tiles may be needed to cover the region of interest, which then must be stitched together before processing.</li>
	<li>To sample the whole neuron volume, acquire a Z-stack, with a Z spacing ranging from 150&#160;nm to 300&#160;nm, yielding 20 to 30 Z slices. 
	Note: The lateral spatial resolution achieved with these settings is 234 nm and the axial resolution is 591 nm. The sampling chosen here is adequate, but as the axial resolution is larger than the smallest size of the spines to be imaged, the analysis favors the spines that extend laterally from the dendrites. 
	&#160;</li>
</ol>
5. 3D Quantification of Dendritic Spines
Note: The following sections specifically describe the use of the Imaris software for analysis. Alternative implementations exist, including NeuronStudio15 or Metamorph8, which can provide similar results.
Use the following key settings:
<ol>
	<li>As a pre-processing stage, use Gaussian filtering through the image processing facilities offered by the software. Perform Gaussian filtering via the Image Processing &#62; Smoothing &#62; Gaussian Filter. Set the filter width to be equal to the pixel size in XY.</li>
	<li>Perform a Semi-automatic tracing of dendrites, using the Filament Tracer module of the software.
	<ol>
		<li>First, estimate the dendrite diameter, by using the distance tool in the Slice&#160;tab of the software.&#160;</li>
		<li>In the Surpass&#160;tab, click on the Filaments tool. For a better robustness, this protocol relies on semi-automated tracking; click on Skip automatic creation. The module interface is now showing the Draw&#160;tab.&#160;Here, select AutoPath&#160;as a method, Dendrite as a type,&#160;and input the estimated dendrite diameter.</li>
		<li>Use the Select&#160;mode of the pointer, turning the cursor into a box. Shift-right-click on the dendrite starting point. Note: the software performs initial calculations.</li>
		<li>Move the pointer along the dendrite. From the starting point (represented as a blue sphere), a yellow line representing the most likely dendrite path is shown. Shift-left-click on the dendrite endpoint.</li>
	</ol>
	</li>
	<li>Perform the automated spines segmentation. Note: The spines on the traced dendrite are to be found automatically by the module interface.&#160;
	<ol>
		<li>In the module interface, click on the Creation&#160;tab. In the Rebuild&#160;drop-list, pick Rebuild Dendrite Diameter&#160;and check the Keep data&#160;box. Then click Rebuild.</li>
		<li>Set the Threshold&#160;so that the segmented volume corresponds to the actual dendrite volume. As an Algorithm, select Shortest Distance from Distance Map.&#160;Click the Next button.</li>
		<li>Determine the smallest spine head diameter and the maximal length, again by using the distance tool in the&#160;Slice&#160;tab of the software, then come back to the Surpass tab and enter the parameters. For this protocol,&#160;values around 200 - 300&#160;nm for minimal diameter and 4&#160;&#181;m for maximal length are good starting points.&#160;Do not check the Allow Branch Spines&#160;box.&#160;Click the&#160;Next&#160;button.</li>
		<li>Adjust the Seed Points Threshold&#160;so that the blue points representing spines localize to actual spine heads.&#160;Click the&#160;Next&#160;button. Note: The core calculation is done now and can be lengthy.</li>
	</ol>
	</li>
	<li>Classify spines by going to the Tools tab of the module interface. Click on Classify Spines. In the prompted user interface, make sure that there are four classes, defined by their morphology as follows: Stubby: length&#160;&#60;1 &#181;m; Mushroom: Length (spine) &#62;3 and Max width (head) &#62;mean width (neck) x&#160;2; Long thin: Mean width (head) &#8805;&#160;Mean width (neck); Filopodia-like: Length &#8804;&#160;4 &#181;m (no head). &#160; 
	Note: The module interface generates four new Filament objects containing the results of the classification.&#160;</li>
	<li>Export Statistical data: on any of these four object interfaces, go to the Statistics tab.&#160; 
	Click on the Export All Statistics to File&#160;button. 
	Note: Other statistical values can be exported for dendrites (e.g., length, area, mean diameter, branch depth, branching angle, volume, etc.), and for spines (e.g.,&#160;straightness, area of attachment, length and volume of distinct spine parts, spine diameter, densities, etc.)</li>
</ol>

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I., Espinosa, A., Fairen, A., Yuste, R., Defelipe, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Non-synaptic+dendritic+spines+in+neocortex.">Non-synaptic dendritic spines in neocortex.</a> Neuroscience. 145, 464-469 (2007).</li><li>Benavides-Piccione, R., Fernaud-Espinosa, I., Robles, V., Yuste, R., DeFelipe, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Age-based+comparison+of+human+dendritic+spine+structure+using+complete+three-dimensional+reconstructions.">Age-based comparison of human dendritic spine structure using complete three-dimensional reconstructions.</a> Cerebral Cortex. 23 (8), 1798-1810 (2013).</li><li>Boissart, C., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Differentiation+from+human+pluripotent+stem+cells+of+cortical+neurons+of+the+superficial+layers+amenable+to+psychiatric+disease+modeling+and+high-throughput+drug+screening.">Differentiation from human pluripotent stem cells of cortical neurons of the superficial layers amenable to psychiatric disease modeling and high-throughput drug screening.</a> Translational Psychiatry. 3, 1-11 (2013).</li><li>Avale, M. 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P., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Afadin+is+required+for+maintenance+of+dendritic+structure+and+excitatory+tone.">Afadin is required for maintenance of dendritic structure and excitatory tone.</a> Journal of Biological Chemistry. 287 (43), 35964-35974 (2012).</li><li>Srivastava, D. P., Woolfrey, K. M., Penzes, P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Analysis+of+dendritic+spine+morphology+in+cultured+CNS+neurons.">Analysis of dendritic spine morphology in cultured CNS neurons.</a> Journal of Visualized Experiments. (53), e2794 (2011).</li><li>Brennand, K. J., Gage, F. 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The authors have nothing to disclose.

The quantification of the morphological features of pyramidal neurons relied on the software. The Filament Tracer interface was used for segmentation of neurons and spines, and the XT module was used for their analysis.
To analyze the accuracy of our technique, we first compared the measured morphologic parameters (length, area, and total spine volume when applicable), with those published using rat mature pyramidal neurons in culture 6, 7 and human brain tissues 3. Densi...

Dendritic spines of cortical pyramidal neurons are small and thin protrusions which are distributed along the basal and apical dendrites of these neuronal subtypes in rodent, primate, and human brain. They are the sites of most excitatory synapses and display key functions in learning and cognitive processes. The detailed structures of human dendritic spines have been technically studied by electron microscopy 2. However, such approach is time-consuming and represents heavy workload. More recently, a three-dimensional (3D) reconstruction of the morphology of dendritic spines has been reported in human brain cortex using specific software combined to large manual spine analysis3.
Green fluorescence protein (GFP) technology coupled to immunofluorescence represents an accurate tool for spine identification and shape measurement by fluorescence microscopy. This approach can be easily applied to cultured neurons. However, no data have been reported on the analysis of spine maturation and morphology on human neurons derived from induced&#160;pluripotent stem cells (iPSC).
The objective of this study was to describe a protocol, which allows dendritic spine imaging from cultured human neurons in vitro. GFP labeling, confocal microscopy and 3D analysis with the Filament Tracer module of Imaris software were used in the present protocol. Culture steps that are necessary to obtain cortical glutamatergic neurons of layers II to IV from neural stem cells (NSC) are also briefly described here.&#160;The entire protocol for human NSC production has already been published elsewhere 4.

<table border="0" cellpadding="0" cellspacing="0">
	<tbody>
		<tr>
			<td>PD-PBS (1X), sans Calcium, Magnesium et Phenol Red</td>
			<td>Gibco/ Life Technologies</td>
			<td>14190169</td>
			<td></td>
		</tr>
		<tr>
			<td>Poly-L-Ornithine Solution Bioreagent</td>
			<td>Sigma Aldrich</td>
			<td>P4957</td>
			<td></td>
		</tr>
		<tr>
			<td>Mouse laminin</td>
			<td>Dutscher Dominique</td>
			<td>354232</td>
			<td></td>
		</tr>
		<tr>
			<td>N2 Supplement</td>
			<td>Gibco/ Life Technologies</td>
			<td>17502048</td>
			<td></td>
		</tr>
		<tr>
			<td>B-27 Supplement w/o vit A (50X)</td>
			<td>Gibco/ Life Technologies</td>
			<td>12587010</td>
			<td></td>
		</tr>
		<tr>
			<td>DMEM/NUT.MIX F-12 W/GLUT-I</td>
			<td>Gibco/ Life Technologies</td>
			<td>31331028</td>
			<td></td>
		</tr>
		<tr>
			<td>Neurobasal Med SFM</td>
			<td>Gibco/ Life Technologies</td>
			<td>21103049</td>
			<td></td>
		</tr>
		<tr>
			<td>2-mercaptoethanol</td>
			<td>Gibco/ Life Technologies</td>
			<td>31350-010</td>
			<td></td>
		</tr>
		<tr>
			<td>Pen-Steptomycin</td>
			<td>Gibco/ Life Technologies</td>
			<td>15140-122</td>
			<td></td>
		</tr>
		<tr>
			<td>GFP Rabbit Serum Polyclonal Antibody</td>
			<td>Gibco/ Life Technologies</td>
			<td>A-6455</td>
			<td></td>
		</tr>
		<tr>
			<td>Horse serum</td>
			<td>Gibco/ Life Technologies</td>
			<td>16050130</td>
			<td></td>
		</tr>
		<tr>
			<td>Alexa Fluor 488 Goat Anti-Rabbit&#160;</td>
			<td>Gibco/ Life Technologies</td>
			<td>A11034</td>
			<td></td>
		</tr>
		<tr>
			<td>Polyclonal Anti-betaIII tubulin antibody</td>
			<td>Millipore</td>
			<td>AB9354</td>
			<td></td>
		</tr>
		<tr>
			<td>Coverglass 13 mm</td>
			<td>VWR</td>
			<td>631-0150</td>
			<td></td>
		</tr>
		<tr>
			<td>Prolong Gold Antifade Reagent avec DAPI</td>
			<td>Gibco/ Life Technologies</td>
			<td>P36931</td>
			<td></td>
		</tr>
		<tr>
			<td>Tween(R) 20 Bioextra, Viscous Liquid</td>
			<td>Sigma Aldrich Chimie</td>
			<td>P7949</td>
			<td></td>
		</tr>
		<tr>
			<td>Triton X-100</td>
			<td>Sigma Aldrich Chimie</td>
			<td>X100-100ML</td>
			<td></td>
		</tr>
		<tr>
			<td>Human Fibroblasts</td>
			<td>Coriell Cell Line Biorepository</td>
			<td>GM 4603 and GM 1869</td>
			<td>Coriell Institute for Medical Research, Camden, NJ, USA</td>
		</tr>
		<tr>
			<td>Confocal laser scanning microscope</td>
			<td>Zeiss (Germany)</td>
			<td>LSM 700</td>
			<td></td>
		</tr>
		<tr>
			<td>Imaris Software</td>
			<td>Bitplane AG, Zurich</td>
			<td>6.4.0 version</td>
			<td>Filament Tracer and Imaris XT modules are necessary</td>
		</tr>
		<tr>
			<td>Huygens Software</td>
			<td>Huygens software, SVI, Netherlands</td>
			<td>Pro version</td>
			<td>Optional (for deconvolution testing)</td>
		</tr>
	</tbody>
</table>

three-dimensional quantification of dendritic spines from pyramidal neurons derived from human induced pluripotent stem cells

Dendritic spines are small protrusions that correspond to the post-synaptic compartments of excitatory synapses in the central nervous system. They are distributed along the dendrites. Their morphology is largely dependent on neuronal activity, and they are dynamic. Dendritic spines express glutamatergic receptors (AMPA and NMDA receptors) on their surface and at the levels of postsynaptic densities. Each spine allows the neuron to control its state and local activity independently. Spine morphologies have been extensively studied in glutamatergic pyramidal cells of the brain cortex, using both in vivo approaches and neuronal cultures obtained from rodent tissues. Neuropathological conditions can be associated to altered spine induction and maturation, as shown in rodent cultured neurons and one-dimensional quantitative analysis 1. The present study describes a protocol for the 3D quantitative analysis of spine morphologies using human cortical neurons derived from neural stem cells (late cortical progenitors). These cells were initially obtained from induced&#160;pluripotent stem cells. This protocol allows the analysis of spine morphologies at different culture periods, and with possible comparison between induced&#160;pluripotent stem cells obtained from control individuals with those obtained from patients with psychiatric diseases.

The present study describes a standardized protocol for spine quantification of cultured dendrites of pyramidal neurons derived from iPSC. This protocol allows the analysis of spine maturation on human neurons and its possible comparison with the maturation of spines in standard rodent neuronal cultures as well as in in vivo animal models.
Figure 1A represents a scheme of the different steps of culture which allow the production of cortical pyramidal neurons. Such sch...

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Three-dimensional Quantification of Dendritic Spines from Pyramidal Neurons Derived from Human Induced Pluripotent Stem Cells

Dendritic spines of pyramidal neurons are the sites of most excitatory synapses in mammalian brain cortex. This method describes a 3D quantitative analysis of spine morphologies in human cortical pyramidal glutamatergic neurons derived from induced&#160;pluripotent stem cells.

Dendritic spines are small protrusions that correspond to the post-synaptic compartments of excitatory synapses in the central nervous system. They are ...

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11.3K Views.  Institut Pasteur. Dendritic spines of pyramidal neurons are the sites of most excitatory synapses in mammalian brain cortex. This method describes a 3D quantitative analysis of spine morphologies in human cortical pyramidal glutamatergic neurons derived from induced pluripotent stem cells.