- Research article
- Open Access
Distinct roles of presynaptic dopamine receptors in the differential modulation of the intrinsic synapses of medium-spiny neurons in the nucleus accumbens
© Mizuno et al; licensee BioMed Central Ltd. 2007
- Received: 20 September 2006
- Accepted: 19 January 2007
- Published: 19 January 2007
In both schizophrenia and addiction, pathological changes in dopamine release appear to induce alterations in the circuitry of the nucleus accumbens that affect coordinated thought and motivation. Dopamine acts principally on medium-spiny GABA neurons, which comprise 95% of accumbens neurons and give rise to the majority of inhibitory synapses in the nucleus. To examine dopamine action at single medium-spiny neuron synapses, we imaged Ca2+ levels in their presynaptic varicosities in the acute brain slice using two-photon microscopy.
Presynaptic Ca2+ rises were differentially modulated by dopamine. The D1/D5 selective agonist SKF81297 was exclusively facilitatory. The D2/D3 selective agonist quinpirole was predominantly inhibitory, but in some instances it was facilitatory. Studies using D2 and D3 receptor knockout mice revealed that quinpirole inhibition was either D2 or D3 receptor-mediated, while facilitation was mainly D3 receptor-mediated. Subsets of varicosities responded to both D1 and D2 agonists, showing that there was significant co-expression of these receptor families in single medium-spiny neurons. Neighboring presynaptic varicosities showed strikingly heterogeneous responses to DA agonists, suggesting that DA receptors may be differentially trafficked to individual varicosities on the same medium-spiny neuron axon.
Dopamine receptors are present on the presynaptic varicosities of medium-spiny neurons, where they potently control GABAergic synaptic transmission. While there is significant coexpression of D1 and D2 family dopamine receptors in individual neurons, at the subcellular level, these receptors appear to be heterogeneously distributed, potentially explaining the considerable controversy regarding dopamine action in the striatum, and in particular the degree of dopamine receptor segregation on these neurons. Assuming that post-receptor signaling is restricted to the microdomains of medium-spiny neuron varicosities, the heterogeneous distribution of dopamine receptors on individual varicosities is likely to encode patterns in striatal information processing.
- Nucleus Accumbens
- Enhance Green Fluorescent Protein
- Ventral Pallidum
- Axonal Varicosity
- Striatal Complex
Both schizophrenia and addiction are thought to involve aberrant information processing in the nucleus accumbens (nAcc), which makes up the ventral part of the striatal complex. In these disorders, changes in dopamine (DA) release apparently induce alterations in the intrinsic circuitry, affecting coordinated thought and motivation [1–3]. The cellular substrate for DA action in the striatal complex is remarkably homogeneous. Ninety-five percent of nAcc are medium-spiny GABAergic neurons (MSNs). MSNs receive extensive excitatory input from cortex, amygdala, hippocampus and thalamus, feed-forward GABAergic inhibition from a small population of fast-spiking interneurons, and excitation from large aspiny cholinergic neurons [4, 5]. MSNs give rise to a profusion of local axon collaterals that ramify within their dendritic fields, as well as to all the efferent projections from the nucleus.
In somatic recordings from striatal MSNs, whose properties are nearly indistinguishable from those of nAcc MSNs, fast-spiking interneurons appear to be responsible for the majority of inhibitory input because they impinge on more proximal dendrites [5–7], while MSNs impinge on more distal dendrites and therefore appear deceptively weak [8–10]. Recent estimates have suggested that about two thirds of the GABAergic inputs to a given MSN are intrinsic connections from other MSNs [9, 11]. Given both their number and probable strength, the intrinsic synapses of MSNs must have an important role in striatal information processing [9, 10, 12, 13].
Considerable interest has focused on the targets of DA action in the striatal complex . MSN-to-MSN synaptic connections show potent DA modulation. Guzman et al.  found that the intrinsic synapses were facilitated by D1 and inhibited by D2 agonists. However, Nicola et al.  and Taverna et al.  found the opposite for D1 agonists. Such contradictory results might reflect differences in the compliments of DA receptors on different MSN axons. In fact, the hypothesis that DA receptors might be differentially trafficked in the axon of MSNs was raised by Surmeier et al.  some time ago. However, all studies to date have been done with postsynaptic recording techniques that do not resolve single synaptic inputs. Thus, heterogeneity in the distribution of DA receptors has yet to be addressed directly.
To approach DA modulation at the level of individual synapses requires a way to activate and monitor the synapses of a single neuron. This becomes possible by using patch pipets both to fill single MSNs with a Ca2+ indicator dye and then to stimulate them. Using this approach in combination with two-photon excitation laser scanning microscopy (2PLSM), which provides the requisite spatiotemporal resolution, we were able to monitor Ca2+ transients at individual presynaptic varicosities as a proxy for synaptic action. We then used DA receptor-selective agonists and DA receptor knockout (KO) mice to elucidate the modulatory actions of DA. Our results support the hypothesis that MSNs differentially traffic DA receptors to presynaptic sites.
Medium-spiny neuron intrinsic synapses function in the slice
Parasagittal slices were made through the striatal complex and whole cell recordings obtained from MSNs in the ventral part of the complex, or nucleus accumbens (nAcc). We isolated inhibitory connections using the glutamate antagonists CNQX (10 μM) and APV (50 μM). Overall 1,012 cells were recorded; of these, 253 cells had coplanar proximal axons with single or multiple hot spots of activity-dependent Ca2+ responses. Of these, 38 cells remained healthy, with reproducible Ca2+ responses such that the control and post-drug responses varied by less than 5% over the course of the experiment, making possible the acquisition of a full data set.
In preliminary experiments, we tested the synaptic function of MSN-to-MSN intrinsic synapses (see additional file 1). Since MSNs make all the projections from the striatal complex to the ventral pallidum (VP), a population of MSNs can be activated selectively by antidromic field stimulation in the VP [11, 18]. This produced a complex IPSC, after a fixed delay of about 20 msec. Antidromic action potentials were occasionally evoked in the recorded cell (10% of cells), suggesting that some projection axons remained intact in our slice configuration. The delayed IPSC component was completely blocked by the GABAA antagonist bicuculline, and largely recovered, indicating that the intrinsic synapses of MSNs do indeed function, and inhibit neighboring MSNs.
Two-photon imaging of axonal varicosities in the slice
In 3D reconstructions of recorded cells, the mean distance from the cell body to the recorded varicosities was 63 μm, with a range of 34–118 μm. Hot spots where Ca2+ levels transiently increased with stimulation were distributed at irregular intervals along the axons and coregistered with varicose expansions – presumably synaptic varicosities – identified in the Alexa 594 images. These expansions had the typical en passant appearance of presynaptic varicosities on unmyelinated axons [19, 20].
The major challenge in this study was recording Ca2+ signals from the small synaptic varicosities of MSNs. Generally, axonal signals are several-fold dimmer than signals in small dendritic branches . While Koester and Sakmann  were able to record single AP-induced Ca2+ responses in the terminals of neocortical pyramidal cells, single AP-induced Ca2+ responses were undetectable in MSN varicosities, presumably because they were embedded in the noise.
To detect Ca2+ responses, we adjusted the Ca2+:Mg2+ ratio to 3:0.5, 2:1 or 2:0 (in mM). Increasing the Ca2+ concentration (ratio 3:0.5) yielded responses that became less reliable over time, presumably due to cytotoxicity. While normal Ca2+ with reduced Mg2+ (2:1) both enhanced the amplitude of the Ca2+ responses and maintained reliability, the zero Mg2+ ratio (2:0) further enhanced responses, without apparent detrimental effects, and was therefore used for subsequent experiments. However, adjusting the Ca2+:Mg2+ ratio still not provide reliable single-AP evoked Ca2+ responses, so we then moved to trains of depolarizing pulses. In a MSN with a single proximal axonal varicosity (Figure 1B), we found that AP-induced Ca2+ responses (Figure 1C) increased with AP number. The Ca2+ response showed the characteristic fast rise and slow decay kinetics [viz. [21, 22]]. The decay followed a single exponential. In three MSNs, each with one varicosity, all three varicosities showed a maximal (plateau) response with 20 pulses. Trains of 10 pulses evoked sufficiently robust Ca2+ responses that reached about 50% of the maximal level, and therefore provided the necessary dynamic range to measure both inhibitory and facilitatory effects. To minimize the contribution of the noise in the Ca2+ measurements, we integrated the Ca2+ responses (measuring the area under the curve, a.u.c.). Compared to measuring peak amplitudes, the integrated Ca2+ response showed significantly less variability.
In one experiment, we measured Ca2+ responses with repeated stimulation at 10 min intervals, which showed the relative stability of responses under optimal conditions (Figure 2D). To test this further, we evoked a second, control Ca2+ response in several cells. The second response was 98.0 ± 2.2% (mean ± s.e.m.) of the first, control response (Figure 2E). The distribution of second Ca2+ responses did not differ significantly from the normal distribution (Shapiro-Wilk W test gave a W value of 0.93, with p = 0.47, which was not significant). Nor was it skewed (skewness was 0.44, which was less than the criterion of one standard error of 2.2). Based on this analysis, changes of 5% or greater were deemed significant. Pharmacological data were then classified as showing inhibition (response < 95% of control), no change (95–105%), or facilitation (>105%). Data were analyzed for modulatory actions of single agonists in experiments where Ca2+ responses were stable for at least 20 min, and for multiple agonists in cells where Ca2+ responses were stable for 40 min. Invariably somatic action potentials triggered Ca2+ responses in all imaged varicosities, consistent with prior observations [20, 21, 23].
DA modulation of individual MSN varicosities in wild type mice
Studies in DA receptor knockout mice
As also summarized in Figure 4, quinpirole inhibition was apparently normal in D3 KO mice, while it was largely abolished in D2 KO mice (Figure 4A), suggesting that the predominant inhibitory effect was D2 receptor-mediated. In D2 KO mice, the incidence of quinpirole inhibition was diminished (Figure 4B), while the no effect incidence increased. However, quinpirole-mediated inhibition remained in D2 KO mice, suggesting that D3 receptors must also mediate inhibition. While the incidence of quinpirole-induced facilitation remained almost the same in D2 KO mice, it was undetectable in D3 KO mice. Thus, D2 receptors appeared to mediate inhibition, while D3 receptors appeared to mediate either inhibition or facilitation. The incidence of quinpirole-mediated inhibition was slightly increased in D3 KO mice, which may reflect a compensatory increase in D2 receptor expression due to the lack of D3 receptors, as D2 and D3 receptors may exert feedback control on their expression .
Heterogeneity in DA modulation
We examined DA modulation of medium-spiny neuron synapses by visualizing activity-dependent Ca2+ responses at multiple presynaptic varicosities on proximal axons of individual MSNs. Ca2+ responses showed potent DA modulation, with subsets of varicosities showing both D1 and D2 pharmacology. D1 receptors were almost exclusively facilitatory, while D2 receptors were inhibitory, and D3 receptors either inhibitory or facilitatory. Along single axonal processes DA modulation varied strikingly from varicosity to varicosity.
Modulatory role of presynaptic DA receptors
The D1 agonist SKF81297 produced reliable facilitation of presynaptic Ca2+ responses, while the D2/D3 agonist quinpirole produced either facilitation or inhibition. This was consistent with our previous cell culture observations , as well as recent observations in isolated striatal synaptosomes . Due to the lack of D3 receptors in the dorsal striatum , the inhibition of synaptic currents with a D2/D3 agonist observed by Guzman et al.  was presumably mediated by D2 receptors. In the nAcc, where D3 receptors are robustly expressed, dissecting D2 actions becomes more complicated.
Given the limited selectivity of available D2 agonists, one approach might be to use DA in combination with more selective than DA antagonists . However, there are potential confounds in such an approach, including instability of DA, differential accessibility of DA and DA antagonists to receptors in the slice and limited reversibility of antagonists due to their lipophilicity. [30–33]. We therefore opted to use D2 and D3 KO mice. In D2 KO mice, the inhibitory effect of quinpirole was diminished, indicating that D2 receptors mediate inhibition. The facilitatory effect of quinpirole was eliminated in D3 KO mice, while it remained in D2 KO mice, indicating that D3 receptors mediate facilitation. However, some inhibition remained in D2 KO mice, indicating that D3 receptors may mediate either facilitation or inhibition.
We can discount a role for D4 receptors in the modulation of nAcc MSN synapses. Results from in situ hybridization [28, 34] and immunohistochemistry [35, 36], which reveal D3 receptor expression in about 20% of MSNs, show negligible D4 receptor expression. No D4 receptor expression was seen in the striatum or nAcc of Drd4-EGFP transgenic mice, in which enhanced green fluorescent protein (EGFP) was introduced using bacterial artificial chromosome (BAC) technology and expressed under the control of genomic fragments flanking the D4 receptor gene locus . Electron microscopic immunohistochemistry revealed some D4 receptor expression in dendritic spines of a minority of MSNs , consistent with physiological evidence that D4 actions are postsynaptic . In two preliminary experiments in D2/3 double KO mice (not shown), quinpirole had no effect, confirming that effects of quinpirole are mediated by D2 or D3 receptors, but not D4 receptors. Thus, D4 receptors are unlikely to have a role in the presynaptic modulation of MSNs.
D3 receptors may mediate more heterogeneous actions as they are not robustly coupled to Gi in many mammalian expression systems . Furthermore, the third intracellular loop, which is important for the G protein coupling, is highly divergent in D3 receptors with only a ~25% homology in amino acid sequence to the D2 sequence, suggesting a divergence in coupling. For instance, phosphorylation of G protein coupled receptors can switch them from Gs to Gi-coupled in an activity-dependent fashion . It is thus possible that the coupling of the D3 receptor is not only more heterogeneous, but probably plastic.
Co-localization of D1 and D2 receptors with distinct functions on intrinsic synapses
Although the dominant view of DA receptor expression in striatal neurons asserts strict cellular segregation [41, 42], several studies [26, 43–51] have suggested that D1- and D2-like receptors are co-expressed in single MSNs. Here, we have shown that subsets of presynaptic varicosities D1 pharmacology, others D2, and many both D1 and D2 pharmacology. This suggests a resolution to these apparently contradictory findings – DA receptors may be differentially trafficked to different presynaptic varicosities in MSN axons [17, 26]. As D1 receptors mediate facilitatory effects while D2-like receptors mediate predominantly inhibitory effects, DA could be either facilitatory or inhibitory – with varying potency – depending on the relative preponderance of functional D1 and D2-like receptors on individual varicosities.
DA differentially modulates intrinsic synapses
The DA agonists triggered strikingly divergent effects at different varicosities, including adjacent varicosities on the same axon, presumably reflecting heterogeneity in the relative abundance of functional DA receptors on individual varicosities. In light of accumulating evidence that the distribution of many receptors is dynamically regulated by recruitment to postsynaptic sites, internalization and differential recycling , it seems plausible that the distribution of DA receptors on individual presynaptic varicosities might also vary considerably. In fact, this appears to be the case for MSN projection axons. Anatomical tracing studies have confirmed that all MSNs project to the pallidum, with about one third terminating there, and the remaining two thirds extending to the entopeduncular nucleus and the ventral midbrain [53, 54]. Physiological studies have shown that these projections are differentially modulated by DA; projections to pallidal neurons are inhibited by D2 receptor activation , while projections to the ventral midbrain are facilitated by D1 receptor activation [56, 57]. These observations can be reconciled if D1 and D2 receptors are coexpressed in MSN cell bodies but differentially trafficked in the axons of a given MSN .
Several lines of evidence support the idea that DA receptors undergo differential trafficking. Alternatively spliced D2 receptor isoforms (D2S and D2L) are differentially targeted to different presynaptic terminals, where they mediate distinct functions . Consistent with this, we found in D3KO mice that the effect of quinpirole was heterogeneous, indicating that D2 receptors are heterogeneously distributed. Alternatively, DA receptors might be uniformly trafficked to all presynaptic terminals, but differentially distributed between surface (functional) and intracellular (nonfunctional) compartments. For example, D2 receptors are selectively sorted to degradation pathways, while D1 receptors are preferentially recycled back to the surface . Consequently, synapses expressing DA receptors may have an altered expression profile depending on prior DA exposure. This suggests that the differential distribution of DA receptors observed at a given moment might reflect past patterns of DA release.
Microdomains in DA receptor-mediated signaling
How could the observed DA receptor-mediated modulation be so spatially restricted? Voltage-dependent Na+ or K+ channels are modulated directly by DA [43, 60, 61], which should control presynaptic Ca2+ influx. But this is unlikely to account for the micro-heterogeneity we observed, since the varicosities recorded were often quite close together and were therefore probably isopotential. In contrast, cAMP which was in earlier studies thought to rapidly diffuse through the cytosol [62, 63], has been found in more recent studies, using sensitive biosensors, to be restricted in its diffusion to microdomains. [64–66]. Molecules diffuse more slowly in the cytosol due to the molecular crowding effect , which would be slowed further by the confinement effect of the narrow bore of axon. Restricted signaling might be further ensured by the recruitment of active enzymes into close proximity of Ca2+ channels through the interaction with scaffold proteins. [68–70]. For instance, in dendritic spines, Ca2+ rises are modulated by G protein-coupled receptors through the activation of protein kinase A in a spatially restricted manner . Thus, the assembly of a multimeric signaling complex together with restricted diffusion of second messengers should enable local DA modulation of nearby Ca2+ channels.
Synaptic vesicle release is triggered by clustered presynaptic Ca2+ channels that produce discrete domains of elevated intracellular Ca2+. Among the members of the Cav2 calcium channel family that mediate the presynaptic Ca2+ rise, N-type and P/Q-type channels are found on synapses interconnecting MSNs , and are subject to DA modulation . Due to cooperativity amongst clustered Ca2+ channels, the channels may function as a single Ca2+ entry site . But because of the non-linear relationship between Ca2+ influx and vesicle release, modest modulatory effects on individual Ca2+ channels should translate into more dramatic changes in transmitter release, while at the same time restricting modulatory effects to subcellular microdomains . Thus, the DA modulation of Ca2+ responses we observed could control GABA release at individual MSN varicosities and therefore play a role in encoding striatal information processing.
The present results raise the intriguing hypothesis that the differential distribution of DA receptors reflects past patterns of DA synaptic activity, and may thus be a novel site for enduring synaptic plasticity. Intrinsic connections may be viewed as the hidden layer in a Hopfield network  – so their modulation would be expected to shape information flow through the area and confer greater computational capacity for motor and reward-related learning. The multiplicity of DA receptor actions in combination with their differential distribution could produce large variations in DA responsiveness at individual synapses. Conceivably, aberrant patterns of DA receptor activation could induce pathologic changes in the distribution of DA receptors, giving rise to disorganized information flow, and ultimately to aberrant motor or appetitive behaviors.
All animal procedures were reviewed and approved by the Institutional Animal Care and Use Committees of Columbia University and the New York State Psychiatric Institute and were in compliance with the USPHS Guide for the Care and Use of Laboratory Animals. Slices were prepared from postnatal day 11–13 congenic C57BL/6 and 129 wild type or congenic C57BL/6 D2, D3 or D2/D3 receptor knockout (KO) mice  following standard procedures. Animals were deeply anesthetized with ketamine/xylazine, and their brains rapidly removed into ice-cold artificial cerebrospinal fluid (ACSF Recipe1, in mM: 125 NaCl, 2.5 KCl, 25 NaHCO3, 1.25 NaH2PO4, 2 CaCl2, 1 MgCl2, 25 glucose; pH 7.4) saturated with 95% O2-5% CO2. Using a vibratome, 300 μm thick parasagittal slices were cut encompassing the projection from the nucleus accumbens (nAcc) to the adjacent ventral pallidum (VP). After 1 hour recovery, slices were placed in the recording chamber (about 1 ml capacity) on the stage of an upright fluorescence microscope (LSM510, Carl Zeiss MicroImaging, Thornwood, NY) and held down with a custom-made harp made from platinum wire. During recording and imaging, the recording chamber was continuously perfused with ACSF (Recipe2: 125 NaCl, 2.5 KCl, 25 NaHCO3, 1.25 NaH2PO4, 3 CaCl2, 0 MgCl2, 25 glucose; pH7.4) saturated with 95% O2-5% CO2 at about 1 ml/min. Recordings were done at ~20°C, to optimize data acquisition; working at room temperature increased stability in both the recording and imaging, and improved the temporal resolution by slowing the response kinetics.
Whole cell patch clamp recording
Using IR-DIC microscopy, visually-guided whole cell recordings were obtained with patch pipettes filled with an intracellular solution (130 KCl, 4.6 MgCl2, 10 HEPES, 4 ATP·Na2, 0.4 GTP·Na, pH 7.25) containing 100 μM Oregon Green 488 BAPTA-1 (OG1) and 10 μM Alexa 594 (Molecular Probes/Invitrogen, Carlsbad, CA). Patch pipettes were fabricated from standard wall borosilicate glass capillary tubes with filament (Harvard Apparatus, Holliston, MA) and had access resistances of 4–8 MΩ. During dye loading (30 min), access resistance typically increased to about 13–15 MΩ, probably due to partial resealing, and then remained constant for the rest of the experiment. Cells were voltage clamped at -70 mV, without series resistance compensation, using an Axopatch 200 amplifier (Axon Instruments/Molecular Devices, Sunnyvale, CA) coupled to an ITC-18 A/D interface (InstruTech, Port Washington, NY). Generation of pulse patterns and monitoring of whole cell currents were done with PulseControl XOPs [Richard J. Bookman, University of Miami School of Medicine, Department of Medical Network Services, Miami, FL, ] running under IgorPro (WaveMetrics, Lake Oswego, OR). Stimulus parameters were adjusted so that depolarizing steps (50 mV, 1 msec) reliably evoked action potentials without failure.
Two-photon calcium imaging
Once in whole-cell mode, the fluorescent dyes were allowed to diffuse into cells and their processes for a minimum of 30 min or until Alexa594 fluorescence reached a plateau in proximal varicosities. Dye diffusion was followed in sequential images taken at ~10 min intervals. The recorded cell was imaged to confirm the identification of the cell as a MSN according to morphological criteria, specifically cell body diameter of ~10 μm (medium-sized) and the presence of multiple spiny dendrites. A single non-spine-bearing axonal process was readily discerned, after the longer time necessary for diffusion into the axon due to its narrower bore (see Figure 1A).
2PLSM Ca2+ imaging procedures followed established methodology [20, 78, 79]. We used a Zeiss LSM510 equipped with a direct-coupled Ti:sapphire laser (Mira Model 900F, Coherent, Santa Clara, CA) tuned to 850 nm (excitation wavelength). Presynaptic Ca2+ transients evoked by repetitive action potentials propagation were recorded by monitoring the fluorescence intensity of OG1. Cells were stimulated with a brief high-frequency train (ten 1 msec depolarizing pulses at 50 Hz, for 200 msec) to evoke ten action potentials without failure. This produced a constant, submaximal (unsaturated) Ca2+ response. Changes in the Ca2+ signal, %ΔF/Fo = %(F-Fo)/Fo (where Fo = average of OG1 fluorescence intensity before delivery of depolarization pulses), were measured at 10 msec intervals for 3 sec in line-scan mode. TTL trigger pulses were sent from Igor Pro to synchronize the acquisition of membrane current traces, line-scan images and the train stimulation. Ca2+ rises were typically restricted to short brighter stretches or swellings of axons identified in the Alexa 594 images, which were well suited for line scanning [19, 21].
To define a free shape curve (spline) as the scan line, a mouse-drawn line was superimposed on well-focused stretches of axon containing multiple varicosities, and saved and reused for subsequent imaging. However, if the contour of the defined spline was too tortuous, the scanner path was artifactually displaced with respect to the spline. To compensate for this, the X, Y offset was adjusted to bring the scanner line back into register with the spline. If this was not sufficient, then the spline was simplified so that the scanner followed the spline exactly. The LSM software generated a profile of fluorescence intensity along the spline on which hot spots (points with higher fluorescence intensity) were readily identified. Their locations along the axon were measured in the 3D reconstruction generated from z-series of Alexa 594 images using Neurolucida and Neurolucida Explorer (MicroBrightfield, Williston, VT).
The selective D1/D5 agonist SKF81297 (1 μM) or the D2/D3 agonist quinpirole (20 μM) were applied via bath perfusion. Drug effects took about 5 min to reach a plateau (or wane), so we measured Ca2+ responses at 10 min intervals. To avoid residual drug effects, we recorded from only one cell in each slice.
Acquired data were analyzed with LSM Examiner software (Carl Zeiss MicroImaging) and ImageJ [Wayne S. Rasband, National Institutes of Health, Bethesda, MD, ]. Changes in the Ca2+ signal were calculated as %ΔF/Fo, which normalizes for slow shifts in baseline fluorescence [19, 79]. The area under the curve (a.u.c., integration) of unmodified raw traces was calculated using Igor Pro. Representative Ca2+ responses were smoothed by a moving average method using Igor Pro, in which each data point was replaced by the average of the 10 preceding and 10 following points. Statistical comparisons were made using JMP (SAS Institute, Cary, NC). To detect the difference between two independent comparison groups, an appropriate t test was chosen based on the result of the Ftest. When the result of the Ftest indicated that the variances of the comparison groups were not significantly different (p > 0.05)), the two-tail student t test was used. When the result of the Ftest indicated that the variances of the comparison groups are significantly different (p < 0.05), Welch's t test was used. Graphs were created using Igor Pro and JMP.
We thank Sudhindra Swamy and Theresa Swayne for imaging support, and Mihran Bakalian and Edward Fung for help with Neurolucida. We thank Nao Chuhma, Arnold Kriegstein, James Monckton, Timothy Ryan, Stanislav Zakharenko and Haining Zhong for advice and critical discussion. This work was supported by the Whitehall Foundation (SR), the National Institute on Drug Addiction (SR), the National Institute of Mental Health (CS), the Frontier Fund of the Columbia Department of Psychiatry (TM) and the National Alliance for Research on Schizophrenia and Depression (TM).
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