Abstract
Adolescence is a period of heightened susceptibility to psychiatric disorders of medial prefrontal cortex (mPFC) dysfunction and cognitive impairment. mPFC dopamine (DA) projections reach maturity only in early adulthood, when their control over cognition becomes fully functional. The mechanisms governing this protracted and unique development are unknown. Here we identify dcc as the first DA neuron gene to regulate mPFC connectivity during adolescence and dissect the mechanisms involved. Reduction or loss of dcc from DA neurons by Cre-lox recombination increased mPFC DA innervation. Underlying this was the presence of ectopic DA fibers that normally innervate non-cortical targets. Altered DA input changed the anatomy and electrophysiology of mPFC circuits, leading to enhanced cognitive flexibility. All phenotypes only emerged in adulthood. Using viral Cre, we demonstrated that dcc organizes mPFC wiring specifically during adolescence. Variations in DCC may determine differential predisposition to mPFC disorders in humans. Indeed, DCC expression is elevated in brains of antidepressant-free subjects who committed suicide.
Keywords: dopamine, neurodevelopmental disorders, neural circuit formation, prefrontal cortex dysfunction, resilience
The establishment of dopamine (DA) connectivity within the medial prefrontal cortex (mPFC) is a process that is ongoing until adulthood.1, 2, 3, 4 During adolescence, specifically, the mesocortical DA circuit undergoes an intense period of maturation during which DA fiber inputs increase in density and become more populated with presynaptic terminals. Concurrent with these developmental changes, local mPFC neurons shift towards a mature state of responsiveness to the modulatory effects of DA.5,6 Correspondingly, higher order cognitive processes that are dependent on mPFC function also undergo profound changes during adolescence and in fact only become fully functional in adulthood.6,7 Impairments in cognition are a core feature of a number of psychiatric diseases associated with subtle alterations in mPFC circuitry, such as schizophrenia, depression and drug abuse.8, 9, 10, 11 Indeed, adolescence is a period of high risk for these psychopathologies. Unraveling the mechanisms that coordinate the unique developmental course of mesocortical DA neurons and their impact on postsynaptic circuits is crucial, and yet these mechanisms are completely unknown.
Deleted in colorectal cancer (DCC), the receptor for the guidance cue netrin-1, is expressed in the brain across the lifespan.12 Our past work suggests that DCC signaling may be a component of a molecular mechanism that is recruited during the establishment of mPFC DA synaptic connectivity during adolescence.13,14 We have demonstrated that dcc haploinsufficiency leads to pre- and postsynaptic structural alterations that appear to be unique to mPFC DA circuitry. Specifically, dcc haploinsufficient mice show increased DA synaptic input and DA release in the mPFC and reduced dendritic spine density of layer V pyramidal neurons. These alterations emerge only in adulthood, suggesting that DCC may be required precisely during the late maturation of mesocortical DA connectivity.13,14 Importantly, dcc haploinsufficiency has been identified recently in the human population.15,16 Although a number of genes have been identified as having a role in the embryonic development of DA neurons, dcc may be the first candidate gene implicated in their unique adolescent development.
Here, we first sought to confirm that DCC during development is required for appropriate mPFC function in adulthood using the same model of dcc haploinsufficiency as in our previous studies. In these experiments, we examined adult mPFC neuronal function with electrophysiological and behavioral approaches. Next, we undertook to identify the precise temporal window of DCC-mediated effects on mPFC DA circuit development and to dissect the underlying mechanisms. To this end, we generated mice with a loss-of-function mutation of the dcc gene in DA neurons exclusively by applying Cre-lox and viral-mediated gene transfer technologies. Both dcc heterozygous and dcc homozygous conditional mice survive to adulthood and appear normal. Thus, we were able to explore for the first time the effects of dcc reduction as well as dcc loss on postnatal brain development. Finally, we measured DCC expression in postmortem brains of depressed suicide completers to begin corroborating a link between DCC and psychiatric disorders of mPFC dysfunction.
Materials and methods
Animals
All experiments and procedures were performed in accordance with the guidelines of the Canadian Council of Animal Care and the McGill University/Douglas Mental Health University Institute Animal Care Committee. Experiments were conducted in juvenile (postnatal day (PND) 21±1) and adult (PND 75±15) male mice. Adult female mice were used in the sensorimotor-gating experiments. Mice were weaned at PND 20 and housed with same-sex littermates.
dcc haploinsufficient mice
dcc haploinsufficient male mice were maintained on a BL/6 background and bred with wild-type BL/6 female mice.17 These mice have targeted disruption of exon 3 and complete loss of DCC expression in the affected allele.18
dcc conditional mice
The loss-of-function mutation in dcc in DA neurons exclusively was done using the Cre-loxP recombination system. We crossed a line in which Cre-recombinase recognition sequence (loxP)-insertions flanked exon 23 of the dcc gene (dcc-floxed mice; dcclox/+) with a line in which iCre expression is regulated by the DA transporter (DAT; BAC-DATiCre mice). We generated heterozygous (dcclox/+DATcre), homozygous (dcclox/loxDATcre) and floxed control (dcclox/+ or dcclox/lox) groups. For details regarding the dcclox/+ and BAC-DATiCre mice and the characterization experiments conducted on the conditional offspring, see the Supplementary Information.
Behavioral testing
Tests for the attentional set-shifting task (ASST), the elevated plus maze, locomotor activity and prepulse inhibition of acoustic startle response were conducted as described in the Supplementary Information.
Stereological counts
The total number of DA neurons in the VTA and the total number of TH-positive varicosities in the mPFC and nucleus accumbens (NAcc) were evaluated using a stereological fractionator sampling design, with the optical fractionator probe of the Stereo Investigator software (MicroBrightField, Williston, VT, USA) as reported previously13 and as described in detail in the Supplementary Information.
Golgi–Cox staining
The brains were processed for Golgi–Cox staining, as described.13 Using Neurolucida (MicrobrightField), we analyzed basilar dendritic spine density of layer V pyramidal neurons in the pregenual mPFC (including Cg1, PrL and IL subregions) and dendritic spine density of medium spiny neurons in the NAcc as repored previously13,17 and as described in detail in the Supplementary Information.
Viral-mediated deletion of dcc
To induce selective inactivation of the dcc gene in VTA neurons, we microinjected adeno-associated viruses (AAV-2;19) into the VTA of heterozygous and homozygous dcc-floxed (dcclox/lox) mice at either PND 21 or PND 60. Mice received bilateral VTA stereotaxic infusions of AAV expressing a CreGFP fusion protein (AAV-CreGFP) or a control GFP-expressing virus (AAV-GFP). We performed stereological counts of GFP-labeled TH-positive neurons 1 month after surgery to assess the degree of infection. For details see the Supplementary Information.
Electrophysiology
Brain slices from adult male dcc haploinsufficient and wild-type mice were prepared for current-clamp recordings. Electrophysiological data were analyzed off-line using Clampfit (Molecular Devices) for input resistance estimation and firing property analysis. After a recording session, the slices were fixed by immersion in 4% PFA, and the biotin-filled recorded neurons were visualized using a DAB kit (Vector Labs, Burlingame, CA, USA). For details see the Supplementary Information.
Quantification of DCC expression in human brain samples
DCC expression was quantified in prefrontal cortex (Brodmann area 44; BA44) tissue samples obtained from a group of suicide completers (N=30) and age-matched sudden-death controls (N=35), using qRT–PCR. For details regarding subject information and quantification, see the Supplementary Information.
Statistical analysis
See the Supplementary Information.
Results
Altered mPFC function in dcc haploinsufficiency
We have previously shown that adult dcc haploinsufficient mice exhibit an increase in DA connectivity in the mPFC as well as structural modifications in layer V mPFC pyramidal neurons selectively.13,17 To determine whether these pre- and postsynaptic alterations produce changes in mPFC function, we assessed the electrophysiologial properties of layer V mPFC pyramidal neurons in adult dcc haploinsufficient mice (Figure 1). For these experiments, we looked at the effects of dcc haploinsufficiency because it is a transgenic model that has a clear ethological validity; dcc haploinsufficiency occurs in the human population.15,16
Using the current-clamp technique, we injected stepwise depolarizing currents into Layer V mPFC pyramidal neurons of adult dcc haploinsufficient mice. More current was required to trigger a first spike in neurons from dcc haploinsufficient mice than wild-type controls (Figure 1a). Consistently, neurons from dcc haploinsufficient mice had a higher action potential threshold (Figure 1b). Even at high currents, neurons from dcc haploinsufficient mice tended to display fewer action potentials than their wild-type counterparts (Figure 1c). Resting membrane potentials and input resistance were not different between genotypes (data not shown). We confirmed the identity and location of the recorded cells by injecting biotin at the time of recording. These results show that layer V mPFC pyramidal neurons have reduced excitability. These findings now confirm that DCC is required for the development of local mPFC circuitry and, in turn, for the normal function of the adult mPFC.
To identify how DCC is involved in mPFC-dependent cognitive processes, we assessed cognitive flexibility in the dcc haploinsufficiency model. Thus, we examined the ability of adult dcc haploinsufficient mice to make adaptive responses to a changing environment by successfully shifting their attention between two stimulus dimensions (digging medium to odor). We used the Attentional Set-Shifting Task20 in which mice were trained to dig for a food reward placed in one of two small pots each marked by a unique combination of a digging medium and an odor. Mice had to perform the following: (1) a simple discrimination (s.d.) between two digging mediums, (2) a compound discrimination (CD) during which an odor dimension was introduced, but digging medium remained the rewarded cue, (3) an intradimensional shift (ID) in which both digging medium and odor were changed, but digging medium remained the rewarded cue and (4) an extradimensional shift (ED) in which odor, instead of digging medium, became the rewarded stimulus dimension. Performance during the ED task, specifically, is what is considered to be a measure of cognitive flexibility and is known to be dependent on mPFC function. ED set shifting is impaired following lesion of the mPFC in rodents and of the dorsolateral PFC in primates, but performance in other aspects of the task remains intact.20,21
There were no differences in discrimination learning between genotypes, as they performed similarly in the SD, CD and ID tasks (Figure 1d). Remarkably, however, dcc haploinsufficient mice showed greater cognitive flexibility; they performed significantly better in the ED part of the task than wild-type control littermates (Figure 1d). Increased cognitive flexibility in dcc haploinsufficient mice did not result from differences in anxiety. Mice of both genotypes spent a similar amount of time in, and had a similar number of entries into, the open arm of an elevated plus maze (Figure 1e).
Notably, deficits in cognitive flexibility have been observed in DA-related psychopathologies associated with mPFC dysfunction, including schizophrenia, depression and drug abuse.8, 9, 10 We have previously proposed that reduced DCC confers protection against developing traits associated with these psychiatric disorders and that this protection results from selective changes in mPFC function.22 The greater cognitive flexibility observed in adult dcc haploinsufficient mice, which is associated with reduced excitability of layer V mPFC pyramidal neurons, extends and further supports dcc haploinsufficiency as a model of resilience. These findings warrant investigating whether dcc heterozygous humans display enhanced adaptive responses as well as resilience to certain psychopathologies.
In the next series of experiments, we aimed to dissect how DCC expression within DA neurons contributes to the development of mPFC circuitry, which in turn has a profound, yet specific, impact on mPFC function and cognition.
The pre- and postsynaptic organization of mPFC DA circuitry requires dcc function within DA neurons
DCC-floxed DAT-iCre mice
dcc haploinsufficiency leads to pre- and postsynaptic structural and functional changes in mPFC DA circuitry, including altered mPFC-dependent cognitive flexibility. Our next goal was to begin dissecting the precise mechanisms mediating these effects. Thus, we examined whether DCC signaling within DA neurons orchestrates their innervation to the mPFC and in turn the organization of local mPFC circuitry. We bred conditional mice in which the dcc gene undergoes a loss-of-function mutation in DA neurons, exclusively, using a Cre-loxP recombination system. This was accomplished by crossing dcc-floxed mice (dcclox/+;23) with DAT-iCre mice (DATcre;24). dcc-floxed mice carry two loxP sites in the intronic sequences flanking exon 23 of the dcc gene. Exon 23 contains 163 nucleotides and encodes an amino-acid sequence that spans a portion of the extracellular and transmembrane domains of DCC. We confirmed by western analysis that the loxP insertions do not disrupt DCC expression and that both dcclox/+ and dcclox/lox genotypes can serve as control groups (data not shown).
To verify Cre-mediated recombination within ventral tegmental area (VTA) DA neurons, we amplified a portion of the dcc gene that includes the region flanked by the loxP sites (Figure 2a, see schematic). The predicted length of the wild-type allele PCR product is of ~5700 bp, which is too large to amplify. Consistent with this, no band was obtained from control mice (Figure 2a). In contrast, the product obtained from conditional mice was of 374 bp, confirming Cre-mediated recombination. Cre-recombination was specific to DA neurons because PCR conducted with DNA extracted from the red nucleus of dcclox/loxDATcre mice did not yield an amplification product (data not shown). The red nucleus has robust DCC expression but lacks DA neurons. Consistent with our PCR experiment confirming Cre-mediated recombination of dcc and deletion of exon 23, in situ hybridization using a DIG-labeled riboprobe against exon 23 shows a marked decrease in the number of DA cells positive for dcc (data not shown). Deletion of exon 23 produces a frameshift mutation that results in a number of new putative premature stop codons. To determine whether an mRNA product is transcribed from the recombined dcc allele, we conducted RT–PCR on cDNA of VTA tissue taken from conditional mice. We found two bands; one corresponding to the wild-type allele (amplified from dcc-expressing VTA cells that do not express DAT) and one corresponding to the recombined mRNA product, which was barely detectable (Figure 2b). Together, our findings indicate that dcc mRNA from the recombined dcc allele is present at levels barely above detection and is therefore likely unstable. Consistent with these findings, two other groups reported a loss of DCC function in dcc-floxed mice that were crossed with lines that express Cre under a ubiquitous promoter or a promoter of the alpha-subunit of the Calcium-dependent kinase II gene.23,25
Indeed, the number of VTA DA neurons expressing DCC protein in adult conditional homozygous (dcclox/loxDATcre) mice was markedly reduced in comparison with dcc-floxed controls; this pattern was maintained across the rostro-caudal axis (Figure 2c). We next assessed the extent of the decrease in DCC expression across genotypes by conducting western analysis on tissue punches from the nucleus accumbens (NAcc). In contrast to the VTA, DA fibers are the exclusive source of DCC expression in the NAcc. We found that DCC levels are decreased by ~54% in dcclox/+DATcremice and by ~77% in dcclox/loxDATcre mice (Figure 2d).
To determine whether the absence (that is, dcclox/loxDATcre) or reduction (that is, dcclox/+DATcre; conditional dcc heterozygous) of dcc expression by individual DA neurons would affect their survival, we conducted stereological counts of DA neurons in the VTA and substantia nigra pars compacta (SNc) and found no differences in cell counts across genotypes (Figure 2e).
Both dcclox/+DATcre and dcclox/loxDATcre genotypes survive to adulthood and do not exhibit any overt phenotypic differences from control dcc-floxed littermates upon broad physical inspection. We examined both dcclox/+DATcre and dcclox/loxDATcre mice in our studies in order to study the effects of inducing either a reduction or an absence of DCC expression in individual DA neurons. Subtle variations in DCC expression are of particular interest to us because they appear to be linked to individual differences in susceptibility to DA-related psychopathology.22,26
DCC expression by DA neurons is required for appropriate innervation to the mPFC
To assess the role of DCC function within DA neurons on the development of mesocorticolimbic DA circuitry, we first quantified the total number of DA presynaptic terminals in the mPFC and NAcc of adult conditional mice (dcclox/+DATcre and dcclox/loxDATcre) and dcc-floxed control littermates. We examined cingulate 1 and prelimbic subregions of the pregenual mPFC. TH-positive varicosities were used as the counting unit to obtain a measure of DA presynaptic terminal density.27 Although norepinephrine neurons also innervate the mPFC, the TH antibody we used rarely co-labels with norepinephrine fibers in this region.28 Stereological counts of DA varicosities within the mesocortical DA projection were performed on tracings around the dense TH-positive fiber innervation to the mPFC inner layers. We first delineated each traced region on micrographs taken with a × 5 objective to clearly distinguish this heavily innervated area from the other more superficial cortical layers.13
Our results show that DCC within DA neurons is required for the appropriate organization of synaptic connectivity within mPFC DA circuits. dcclox/+DATcre and dcclox/loxDATcre mice displayed a significant increase (approximately twofold) in the total number of DA varicosities in both cingulate 1 and prelimbic subregions of the mPFC (Figure 3a). Underlying this regionally selective phenotype was an increase in the span (that is, volume measurement in cubic micrometers) of the dense DA fiber innervation to the inner layers of these subregions; DA varicosity density, however, was not different between dcc conditional mice and dcc-floxed controls (Figure 3a). The volume of the DA projection to the mPFC inner layers was estimated from the original tracings made around the TH-labeled fibers using the Cavalieri method. The changes in DA synaptic connectivity appear to be specific to certain mPFC subregions because volume estimates of TH-positive varicosities in the infralimbic subregion were similar across genotypes (data not shown), consistent with our previous findings.13 Although this increase in DA input to the mPFC observed in dcc conditional mice has a graded distribution, with effects increasing in a ventral to dorsal manner (IL<PrL<Cg1), we have not observed a gradient of netrin-1 expression in the mPFC.13 Notably, in light of evidence showing clear dorso-ventral distinctions in the role of the mPFC in drug-seeking behavior, dcc conditional mice may exhibit phenotypes in Cg1/PrL –dependent, but not IL-dependent, behaviors.29, 30, 31
DA synaptic changes appear to be selective to the mPFC because there are no differences in the total number of TH-positive varicosities in the NAcc across genotypes (Figure 3c). Notably, here and in our previous studies, we have found that in the NAcc all DA fibers co-label with DCC and are the exclusive source of DCC expression within this region. However, in stark contrast, a very scarce number of DA fibers express DCC in the mPFC.13 This clear, target-dependent expression suggests that DCC has a role in the segregating DA fiber innervation between these two regions, in which the vast majority DA axons, which are DCC-positive, innervate the NAcc and only a minor subset of DA fibers, which are DCC-negative, innervate the mPFC. To test this idea, we assessed whether the enlarged span of DA innervation to the mPFC inner layers that we observed in dcc conditional mice coincides with an increase in the number of DCC-positive DA varicosities. We performed stereological counts of DCC/TH-positive varicosities in the mPFC of conditional dcc heterozygous (dcclox/+DATcre) and control dcc-floxed mice. As expected, affected DCC/TH-positive fibers in the mPFC of conditional dcc homozygous (dcclox/loxDATcre) mice were not detectable because of their complete lack of DCC expression; these fibers could not be visualized by DCC immunolabeling and therefore could not be assessed. Thus, for this analysis only mice with the dcclox/+DATcre genotype could be studied. We found that indeed the density of DA varicosities expressing DCC is markedly increased in both cingulate 1 and prelimbic subregions in dcclox/+DATcre mice (Figure 3b). These findings support the idea that when DCC function is disrupted, discrete regions of the mPFC receive ectopic innervation of DCC-positive DA fibers. Only sporadic DA fibers in the projection to the mPFC express DCC (~ 2%). Thus, the two- to threefold increase in DCC/TH-positive varicosities represents an increase of ~2–6% in the number of mPFC DA varicosities that express DCC. It is likely that this is an underestimate, as decreased DCC expression may make it difficult to detect all ectopic DCC-positive fibers.
It is possible that these ectopic DA fibers originate from the NAcc or other non-cortical DA targets but that we are unable to detect this relative decrease in TH-positive varicosities in regions that are densely innervated with DA. Indeed, stereological counts of TH-positive varicosities indicate that the total number of varicosities in the NAcc is ~40-fold greater than in the mPFC (Figures 3a and c). Thus, the increase in the total number of TH-positive varicosities in the mPFC observed in the heterozygous and homozygous dcc conditional mice (Figure 3a) would correspond approximately to only 2.5% of the total number of varicosity counts obtained in the NAcc. This value is less than the s.e. of the mean number of NAcc counts (Figure 3c).
The DA projection to the mPFC continues to develop until early adulthood, and it undergoes substantial maturation during adolescence.1, 2, 3, 4 This gradual developmental program is unique to the mesocortical DA projection; the DA innervation to the striatum for example achieves adult density soon after birth.4,32 Similarly, both norepinephrine and serotoninergic mPFC innervations mature early postnatally as well.33,34 Given this protracted development, we speculated that the anatomical changes observed in the mPFC of conditional mice would only become evident in adulthood. To assess this idea, we performed stereological counts of TH-positive varicosities in the mPFC and NAcc of juvenile (PND 21) dcclox/+DATcre, dcclox/loxDATcre and dcc-floxed mice. Our results confirmed no differences across genotypes at this early age (see Supplementary Figure 1a, and a comparison to adult data). Furthermore, exhaustive perusal of the cingulate 1 and prelimbic mPFC subregions revealed an almost complete absence of DCC-positive DA fibers in juvenile dcclox/+ DATcre and dcc-floxed mice. Together, these experiments confirm that the increased span of DA innervation to the mPFC that is observed in adult dcc conditional mice has not yet emerged in juvenile PND 21 mice, and suggest that dcc expression by DA neurons plays a role in the development of their mPFC projection during adolescence.
DCC-directed DA innervation to the mPFC determines pyramidal neuron dendritic spine density
We next asked whether the effects of DCC within DA neurons on mesocortical DA innervation would also dictate the structure of postsynaptic neurons and the resulting architecture of local mPFC circuitry. In our previous studies we showed that Layer V pyramidal neurons of adult, but not juvenile, dcc haploinsufficient mice have reduced dendritic spine densities,13,17 which we show here are associated with reduced neuronal excitability (Figures 1a and c). Layer V pyramidal neurons express low levels of DCC.13 Therefore, it is unclear whether the changes observed in these neurons in dcc haploinsufficient mice are cell autonomous or a consequence of the altered DA innervation. Notably, layer V receives the densest DA innervation in the mPFC.35 In the present study, we could dissociate these two events using conditional mice.
Both dcclox/+DATcre and dcclox/loxDATcre mice showed a significant reduction in dendritic spine density of layer V pyramidal neurons compared with dcc-floxed control littermates (Figure 3d). These alterations were indistinguishable between dcc heterozygous and homozygous conditional mice. We did not observe any alterations in dendritic spine density in NAcc medium spiny neurons across genotypes (Figure 3d). Thus, our results establish that when DCC function is compromised, the neuroanatomical changes observed in mPFC pyramidal neurons are a consequence of altered DA innervation. These findings show that during normal postnatal development DCC-directed DA innervation can determine the organization of local mPFC DA circuitry. These effects of dcc may interact with those of proteins that have recently been reported to influence the structure and function of developing pyramidal neurons in the postnatal PFC.36 These results suggest that the functional phenotypes observed in the mPFC of dcc haploinsufficient will also be recapitulated in dcc conditional mice. We are currently examining the electrophysiological properties of layer V pyramidal neurons, and mPFC-dependent cognitive processing, in adolescent and adult dcclox/+DATcre and dcclox/loxDATcre mice.
Behavioral phenotypes of dcc conditional mice
We then tested behaviors that require the coordinated function of DA in the NAcc and mPFC. Specifically, we assessed behavioral indices of DA function that emerge in response to the stimulant drug amphetamine. Adult dcclox/+DATcre and dcclox/loxDATcre mice did not exhibit different locomotor activity from control dcc-floxed littermates either at baseline or following a single injection of saline (Figure 4a). However, when these mice were given an injection of 2.5 mg kg−1 of d-amphetamine sulphate, both dcclox/+DATcre and dcclox/loxDATcre showed blunted locomotor responses relative to dcc-floxed littermate controls. Drug-induced locomotion between dcclox/+DATcre and dcclox/loxDATcre mice was not statistically different. There were no differences in stereotype counts across genotypes, ruling out the possibility that the measures of locomotion were affected by genotypic differences in drug-induced stereotype (data not shown). Remarkably, reduced sensitivity to amphetamine in conditional mice only emerged in adulthood (Figure 4b). These data recapitulate our previous findings showing blunted locomotor responses to stimulant drugs of abuse in adult, but not in postnatal day 21±1 or postnatal day 35±2, dcc haploinsufficient mice.17,22,37 Amphetamine-induced locomotion is dependent on DA release in the NAcc, but this can be modulated by DA transmission in the mPFC.38, 39, 40 We have proposed that increased DA innervation and enhanced DA concentrations in the mPFC of adult mice that develop with compromised dcc function underlies the blunted locomotor phenotype in these mice in adulthood.17,22,37 We recently conducted a study that supports this idea; preliminary data indicate that removal of mPFC DA transmission in adult dcc haploinsufficient mice reverses their blunted amphetamine-induced locomotion (MP and CF, unpublished observations).
We then assessed differences in sensorimotor-gating function across genotypes using the prepulse inhibition test. Prepulse inhibition measures the ability of a mild stimulus (prepulse) to suppress the startle response elicited by a subsequent stronger stimulus and depends on mesocorticolimbic DA function.41 We found no differences across genotypes in baseline prepulse inhibition (data not shown). However, control dcc-floxed mice exhibited impaired prepulse inhibition following a single injection of 2.8 mg kg−1 of amphetamine, consistent with previous reports.17 In contrast, dcclox/+DATcre and dcclox/loxDATcre mice were resilient to amphetamine-induced deficits in prepulse inhibition (Figure 4c). Notably, in this particular test, the dcclox/loxDATcre group consistently exhibited a mean response that had a high degree of variance. Closer inspection indicated that the data set did not have a bimodal distribution. Our findings confirm that behavioral responses to stimulant drugs of abuse that engage mesocorticolimbic DA function are attenuated in animals that develop with compromised DCC function within DA neurons only. Altered DA-dependent responses to stimulant drugs of abuse have been reported by subjects with psychopathologies associated with mPFC dysfunction, including schizophrenia, depression and drug abuse.42, 43, 44 Our findings suggest that reduced dcc confers resilience to developing these abnormalities.
The organization of mPFC DA circuitry requires DCC during adolescence
Our results show that DCC within DA neurons is required for the appropriate organization of mesocortical DA connectivity during a specific developmental time window, which appears to coincide with adolescence. Here we asked whether compromising DCC function in adolescence would be sufficient to produce the same anatomical and behavioral phenotypes in adulthood that are exhibited by the dcc conditional mice. We defined early adolescence as postnatal day 21–32, mid-adolescence as postnatal day 33–44 and late adolescence as postnatal day 45–60.6 We used an adeno-associated virus (AAV) vector expressing Cre-recombinase fused with green fluorescence protein (GFP)19,45 to delete exon 23 of the dcc gene. We employed the AAV-2 strain, which conveys selective expression in neurons with no potential for retrograde infection of afferent inputs, limiting the deletion to local neuronal cell bodies.46 AAV-CreGFP or AAV-expressing GFP alone as a control (AAV-GFP) were microinjected bilaterally into the VTA of dcc-floxed mice. In the VTA, dopamine neuron infection with this AAV peaks at ~2–3 weeks after injection.19 Thus, we performed the viral microinfusions at postnatal day 21 to reach maximal infection rates during adolescence. To study the effects of both dcc reduction and dcc loss in individual neurons, we injected both heterozygous dcc-floxed (dcclox/+) and homozygous dcc-floxed (dcclox/lox) mice that were allowed to develop normally until the onset of early adolescence (postnatal day 21). When mice reached adulthood, we measured (a) their locomotor activity and (b) the number DA varicosities in the mPFC (Figures 5a and d).
Stereological analysis of adult homozygous dcc-floxed brains confirmed that the AAV-CreGFP virus microinjections predominantly infected VTA DA neurons, in comparison with the number of DA neurons infected in the SNc (Figure 5b). Consistent with previous reports, ~70% of VTA DA neurons were infected with AAV-CreGFP virus19; Figure 5b). A similar level of infection was observed with the control AAV-GFP virus (data not shown). Infection with the AAV-GFP control virus or with AAV-CreGFP (along with the accompanying loss of DCC expression) did not compromise DA neuron survival. Stereological estimates of DA cell number were consistent with previous reports in the normal mouse brain and were not different across genotypes (Figure 5b). Immunohistochemical labeling of brain sections through the VTA from homozygous dcc-floxed mice injected with AAV-CreGFP virus showed a clear absence of DCC immunoreactivity in TH-positive neurons expressing CreGFP (Figure 5b). This confirmed that TH-positive neurons infected with AAV-CreGFP undergo recombination of the dcc gene and loss of DCC protein expression. Injection placements were confirmed at this time.
Reduction or complete removal of DCC from individual VTA neurons from early adolescence onward is sufficient to reproduce the selective increase in DA innervation to the mPFC observed in adult dcc conditional mice. Cavalieri estimates revealed an enlarged span of DA innervation to the inner layers of the mPFC in both AAV-CreGFP-infected heterozygous and homozygous dcc-floxed adult mice (Figure 5c). Notably, this effect was observed in the cingulate 1 and prelimbic subregions. Furthermore, reduction or complete removal of DCC from individual VTA neurons from adolescence also reproduced the blunted behavioral responses to amphetamine observed in the adult dcc conditional mice. Both AAV-CreGFP-infected heterozygous and homozygous dcc-floxed mice exhibited reduced locomotor activity when challenged with an injection of 2.5 mg kg−1 of amphetamine in adulthood, in comparison with mice injected with the control virus (Figure 5d). All groups showed similar locomotor activity at baseline and following a systemic injection of saline (data not shown). Significantly, the extent of the increase in DA innervation to the mPFC and the level of reduction in sensitivity to the behavioral effects of amphetamine were identical between heterozygous and homozygous dcc-floxed mice injected with AAV-CreGFP.
Our results indicate that reducing dcc expression beginning in early adolescence reproduces the adult phenotypes observed in the dcc conditional mice. These findings suggest a specific role for dcc in the development of mesocortical DA projections during adolescence. However, in this study we could not rule out the possibility that a reduction in dcc in adulthood, specifically, underlies these phenotypes. We therefore induced viral Cre-mediated recombination of dcc in adult heterozygous dcc-floxed mice (PND 60). A 1-month period following virus infusion elapsed before behavioral testing and neuroanatomical experiments. Stereological analysis confirmed that the AAV-CreGFP and AAV-GFP virus microinjections infected the majority of DA neurons within the targeted VTA and did not affect DA cell survival (Figure 5e). Heterozygous dcc-floxed mice injected with AAV-CreGFP in adulthood did not display altered locomotor responses to amphetamine (Figure 5g). Furthermore, dcc-floxed mice infected with AAV-CreGFP did not exhibit changes in DA innervation to the mPFC (Figure 5f). These results confirm that the adult phenotypes induced in dcc-floxed mice receiving viral Cre in early adolescence result from compromised DCC function during adolescent development, specifically.
Taken together, these studies reveal the remarkable finding that dcc function within DA neurons is required for the development of their mPFC connectivity during adolescence: (1) dcc conditional mice do not exhibit any DA-related phenotypes as juveniles, (2) viral studies confirm that compromising dcc function from early adolescence reproduces the phenotypes we observed in adult dcc conditional mice and (3) reducing dcc expression in adult dcc-floxed mice that were allowed to develop normally does not induce these phenotypes. To date, the study of cellular and molecular events underlying the development of DA neurons has been focused on the embryonic and early postnatal periods. However, adolescence is becoming recognized as a crucial stage in the fine-tuning of DA circuitry. Here we identify the first gene involved exclusively in the specific period of late postnatal mesocortical DA development. The implications of our present study are far-reaching. In humans, the risk of developing psychiatric disorders increases markedly during adolescence.
DCC levels are increased in depressed suicide completers
Our current findings, together with our previous reports, suggest that reduced dcc expression confers resilience against developing neuroanatomical, neurochemical and behavioral traits associated with mental disorders involving mPFC dysfunction.13,17,26,37,47,48 In order to further substantiate this hypothesis, we measured the level of DCC expression in postmortem brains of depressed human subjects that committed suicide. We chose the BA44 because it is part of the prefrontal cortex and because a number of studies, including those conducted by the authors of the present paper, identify it as a prefrontal cortex subregion in which genes that have been associated with depression are differentially expressed.49, 50, 51, 52 We used quantitative real-time PCR (qRT–PCR) to assess DCC levels in prefrontal cortex samples of subjects from the Quebec Suicide Brain Bank (Douglas Institute). Thirty suicide completers and thirty-five age-matched sudden death controls were included in the study. Controls subjects had no life history of suicidal behavior, major psychiatric illness or antidepressant treatment. All subjects within the cohort of suicide completers had not been on antidepressants in the last 3 months leading up to their death. Remarkably, DCC levels were ~48% higher in suicide completers in comparison with control subjects (Figure 5h). These data support the idea that dysregulation of DCC may affect mPFC DA connectivity and that its upregulation may predispose to psychiatric illness. Our recent report linking schizophrenia to an SNP in the DCC gene that may be implicated in the regulation of DCC expression is consistent with this.26 However, we have not yet determined the functional consequences of the SNP. We are currently determining the history of suicide attempts in the schizophrenic subjects that had the SNP. Our studies in dcc loss-of-function transgenic mouse models led us to propose that variations in DCC during development may influence predisposition to mPFC-dependent disorders in humans.22 The findings presented here lend support to this idea.
Discussion
Eclipsed by the substantial dense innervation to the striatal region, mesocortical DA synaptic inputs are very sparse. However, these exceedingly few cortical DA fibers appear to be strategically organized to profoundly influence mPFC output. Indeed, our study indicates that a subtle change in the number and in the organization of mPFC DA inputs produces structural and functional changes in layer V pyramidal neurons and is associated with marked behavioral effects. Thus, maintaining the extent of DA innervation appears crucial for shaping the architecture and function of adult mPFC circuitry. Here we provide evidence that establishes dcc as the first DA gene involved in this maintenance.
We propose that DCC within certain populations of mesocorticolimbic DA neurons acts on target recognition rather than on early axonal pathfinding. DCC labeling within mesocorticolimbic DA projections is segregated to axons that innervate striatal and other limbic regions.13 The sparse DA projection to the mPFC contains only sporadic DCC-expressing axons (~2%). This is already observed in juvenile mice and continues into adulthood. The process by which cortical and limbic DA connectivity unfolds is not well understood. However, it is known that mPFC DA neurons extend in the medial forebrain bundle along with DA axons destined to innervate limbic regions and in fact reach their cortical targets via the striatum.1 It is possible, therefore, that DCC-negative DA axons are the only fibers to reach the cortex because DCC-expressing DA fibers undergo target recognition events earlier along their path. Impaired DCC signaling within these DA fibers may increase the likelihood of target recognition errors and result in ectopic innervation of more anterior targets by these affected DA fibers. Indeed, when DCC function within DA neurons is compromised, we observe a marked increase (approximately two- to threefold) in the number of DA fibers expressing DCC in the mPFC. A role for DCC in target recognition and axon differentiation has been described in other systems.53, 54, 55 Certainly, the fact that dcc conditional heterozygous and homozygous mice do not have an altered number of DA varicosities in the NAcc and dorsal striatum supports the idea that DCC is not required for early DA axon pathfinding to this region. It is important to note that a complete understanding of the spatiotemporal development of the DA projection to the mPFC is lacking. In light of our current knowledge and the data that we have gathered, the proposed hypothesis is the most parsimonious. In support of our current hypothesis, a recent study indicates that new afferent fibers from the mPFC and NAcc continue to innervate the VTA between adolescence and adulthood.56
The functional significance of the presence of sporadic DCC-expressing mesocortical DA neurons in the normal animal is very intriguing. The fact that only a small increase in these fibers can bring about changes in the organization of mPFC DA circuitry, with marked functional consequences, suggests that these fibers serve a crucial function and that their number and connectivity is tightly regulated. The fact that a homozygous loss-of-function mutation of dcc does not produce a more marked phenotype than a heterozygous mutation supports this notion.
The organization of mPFC DA circuits requires DCC signaling by mesolimbic DA neurons during adolescence. How is DCC function recruited specifically during this developmental period? In our virus studies, inactivation of dcc from early adolescence, but not in adulthood, recapitulated the anatomical and behavioral phenotypes observed in the dcc conditional mice. By PND 21 DA fibers in the striatum and other limbic regions have reached their maximum density and begin to undergo an intense period of dynamic changes in activity and connectivity.4,6,57, 58, 59 These alterations in limbic DA neurons may promote DCC signaling by increasing its translocation to the membrane surface.60 In addition, another family of netrin-1 receptors may be involved: the UNC5 homologues. This netrin-1 receptor family signals repulsion by forming receptor complexes with DCC.61 As such, the ratio of DCC to UNC5-homologue receptors in a cell may determine whether it will respond to netrin-1 with attraction or repulsion. UNC5C expression by DCC-positive DA neurons emerges in early adolescence and may determine the timing of when these genes influence mPFC DA organization.12 In fact, similar to the dcc haploinsufficient and conditional models, we have recently shown that adult unc5c haploinsufficient mice exhibit a selective increase in DA innervation to the mPFC and protection against amphetamine-induced locomotion, but only after adolescence.62 The adolescent emergence of UNC5C in DCC-expressing DA neurons may alter DCC-mediated function.61
Adolescence is a vulnerable period for neurodevelopmental psychiatric disorders that involve alterations in mPFC circuitry and cognitive dysfunction.63 Our findings in the dcc conditional mice suggest that reduced DCC function within DA neurons, specifically during adolescence, confers resilience against these disorders. Support for a role of DCC in influencing susceptibility to psychopathology is our finding that DCC expression is increased in postmortem brains of depressed human subjects who committed suicide. Our recent report of an association between schizophrenia and a genetic variation in DCC that may involve dysregulation of DCC expression26 further substantiates this idea. Pharmacological and prophylactic interventions earlier in life may alter DCC function in the DA system and in turn may have an impact on disease outcome. The idea of DCC as therapeutic target during adolescence is compelling given the increasing consensus that interventions at the earliest signs of disease may be more effective.
Acknowledgments
This work was funded by the Canadian Institute for Health Research (C.F. MOP-74709), the Natural Science and Engineering Research Council of Canada (C.F. Grant Number 2982226) and the Fonds de la Recherche en Santé du Québec (C.F.).
The authors declare no conflict of interest.
Footnotes
Supplementary Information accompanies the paper on the Translational Psychiatry website (http://www.nature.com/tp)
Supplementary Material
References
- Kalsbeek A, Voorn P, Buijs RM, Pool CW, Uylings HB. Development of the dopaminergic innervation in the prefrontal cortex of the rat. J Comp Neurol. 1988;269:58–72. doi: 10.1002/cne.902690105. [DOI] [PubMed] [Google Scholar]
- Benes FM, Taylor JB, Cunningham MC. Convergence and plasticity of monoaminergic systems in the medial prefrontal cortex during the postnatal period: implications for the development of psychopathology. Cereb Cortex. 2000;10:1014–1027. doi: 10.1093/cercor/10.10.1014. [DOI] [PubMed] [Google Scholar]
- Rosenberg DR, Lewis DA. Postnatal maturation of the dopaminergic innervation of monkey prefrontal and motor cortices: a tyrosine hydroxylase immunohistochemical analysis. J Comp Neurol. 1995;358:383–400. doi: 10.1002/cne.903580306. [DOI] [PubMed] [Google Scholar]
- Naneix F, Marchand AR, Di Scala G, Pape JR, Coutureau E. Parallel maturation of goal-directed behavior and dopaminergic systems during adolescence. J Neurosci. 2012;32:16223–16232. doi: 10.1523/JNEUROSCI.3080-12.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- O'Donnell P. Adolescent onset of cortical disinhibition in schizophrenia: insights from animal models. Schizophr Bull. 2011;37:484–492. doi: 10.1093/schbul/sbr028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Spear LP. The adolescent brain and age-related behavioral manifestations. Neurosci Biobehav Rev. 2000;24:417–463. doi: 10.1016/s0149-7634(00)00014-2. [DOI] [PubMed] [Google Scholar]
- Crone EA, Dahl RE. Understanding adolescence as a period of social-affective engagement and goal flexibility. Nature reviews Neuroscience. 2012;13:636–650. doi: 10.1038/nrn3313. [DOI] [PubMed] [Google Scholar]
- Weinberger DR, Berman KF, Illowsky BP. Physiological dysfunction of dorsolateral prefrontal cortex in schizophrenia. III. A new cohort and evidence for a monoaminergic mechanism. Arch Gen Psychiatry. 1988;45:609–615. doi: 10.1001/archpsyc.1988.01800310013001. [DOI] [PubMed] [Google Scholar]
- Merriam EP, Thase ME, Haas GL, Keshavan MS, Sweeney JA. Prefrontal cortical dysfunction in depression determined by Wisconsin Card Sorting Test performance. Am J Psychiatry. 1999;156:780–782. doi: 10.1176/ajp.156.5.780. [DOI] [PubMed] [Google Scholar]
- Woicik PA, Urban C, Alia-Klein N, Henry A, Maloney T, Telang F, et al. A pattern of perseveration in cocaine addiction may reveal neurocognitive processes implicit in the Wisconsin Card Sorting Test. Neuropsychologia. 2011;49:1660–1669. doi: 10.1016/j.neuropsychologia.2011.02.037. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Goldstein RZ, Volkow ND. Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat Rev Neurosci. 2011;12:652–669. doi: 10.1038/nrn3119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Manitt C, Labelle-Dumais C, Eng C, Grant A, Mimee A, Stroh T, et al. Peri-pubertal emergence of UNC-5 homologue expression by dopamine neurons in rodents. PLoS ONE. 2010;5:e11463. doi: 10.1371/journal.pone.0011463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Manitt C, Mimee A, Eng C, Pokinko M, Stroh T, Cooper HM, et al. The netrin receptor DCC is required in the pubertal organization of mesocortical dopamine circuitry. J Neurosci. 2011;31:8381–8394. doi: 10.1523/JNEUROSCI.0606-11.2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Grant A, Speed Z, Labelle-Dumais C, Flores C. Post-pubertal emergence of a dopamine phenotype in netrin-1 receptor-deficient mice. Eur J Neurosci. 2009;30:1318–1328. doi: 10.1111/j.1460-9568.2009.06919.x. [DOI] [PubMed] [Google Scholar]
- Srour M, Riviere JB, Pham JM, Dube MP, Girard S, Morin S, et al. Mutations in DCC cause congenital mirror movements. Science. 2010;328:592. doi: 10.1126/science.1186463. [DOI] [PubMed] [Google Scholar]
- Depienne C, Cincotta M, Billot S, Bouteiller D, Groppa S, Brochard V, et al. A novel DCC mutation and genetic heterogeneity in congenital mirror movements. Neurology. 2011;76:260–264. doi: 10.1212/WNL.0b013e318207b1e0. [DOI] [PubMed] [Google Scholar]
- Grant A, Hoops D, Labelle-Dumais C, Prevost M, Rajabi H, Kolb B, et al. Netrin-1 receptor-deficient mice show enhanced mesocortical dopamine transmission and blunted behavioural responses to amphetamine. Eur J Neurosci. 2007;26:3215–3228. doi: 10.1111/j.1460-9568.2007.05888.x. [DOI] [PubMed] [Google Scholar]
- Fazeli A, Dickinson SL, Hermiston ML, Tighe RV, Steen RG, Small CG, et al. Phenotype of mice lacking functional Deleted in colorectal cancer (Dcc) gene. Nature. 1997;386:796–804. doi: 10.1038/386796a0. [DOI] [PubMed] [Google Scholar]
- Berton O, McClung CA, Dileone RJ, Krishnan V, Renthal W, Russo SJ, et al. Essential role of BDNF in the mesolimbic dopamine pathway in social defeat stress. Science. 2006;311:864–868. doi: 10.1126/science.1120972. [DOI] [PubMed] [Google Scholar]
- Birrell JM, Brown VJ. Medial frontal cortex mediates perceptual attentional set shifting in the rat. J Neurosci. 2000;20:4320–4324. doi: 10.1523/JNEUROSCI.20-11-04320.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dias R, Robbins TW, Roberts AC. Primate analogue of the Wisconsin Card Sorting Test: effects of excitotoxic lesions of the prefrontal cortex in the marmoset. Behav Neurosci. 1996;110:872–886. doi: 10.1037//0735-7044.110.5.872. [DOI] [PubMed] [Google Scholar]
- Flores C. Role of netrin-1 in the organization and function of the mesocorticolimbic dopamine system. J Psychiatry Neurosci. 2011;36:296–310. doi: 10.1503/jpn.100171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krimpenfort P, Song JY, Proost N, Zevenhoven J, Jonkers J, Berns A. Deleted in colorectal carcinoma suppresses metastasis in p53-deficient mammary tumours. Nature. 2012;482:538–541. doi: 10.1038/nature10790. [DOI] [PubMed] [Google Scholar]
- Turiault M, Parnaudeau S, Milet A, Parlato R, Rouzeau JD, Lazar M, et al. Analysis of dopamine transporter gene expression pattern -- generation of DAT-iCre transgenic mice. FEBS J. 2007;274:3568–3577. doi: 10.1111/j.1742-4658.2007.05886.x. [DOI] [PubMed] [Google Scholar]
- Horn KE, Glasgow SD, Gobert D, Bull SJ, Luk T, Girgis J, et al. DCC Expression by Neurons Regulates Synaptic Plasticity in the Adult Brain. Cell Rep. 2012;3:173–185. doi: 10.1016/j.celrep.2012.12.005. [DOI] [PubMed] [Google Scholar]
- Grant A, Fathalli F, Rouleau G, Joober R, Flores C. Association between schizophrenia and genetic variation in DCC: A case-control study. Schizophr Res. 2012;137:26–31. doi: 10.1016/j.schres.2012.02.023. [DOI] [PubMed] [Google Scholar]
- Benes FM, Vincent SL, Molloy R, Khan Y. Increased interaction of dopamine-immunoreactive varicosities with GABA neurons of rat medial prefrontal cortex occurs during the postweanling period. Synapse. 1996;23:237–245. doi: 10.1002/(SICI)1098-2396(199608)23:4<237::AID-SYN1>3.0.CO;2-8. [DOI] [PubMed] [Google Scholar]
- Miner LH, Schroeter S, Blakely RD, Sesack SR. Ultrastructural localization of the norepinephrine transporter in superficial and deep layers of the rat prelimbic prefrontal cortex and its spatial relationship to probable dopamine terminals. J Comp Neurol. 2003;466:478–494. doi: 10.1002/cne.10898. [DOI] [PubMed] [Google Scholar]
- Kalivas PW, Volkow ND. The neural basis of addiction: a pathology of motivation and choice. Am J Psychiatry. 2005;162:1403–1413. doi: 10.1176/appi.ajp.162.8.1403. [DOI] [PubMed] [Google Scholar]
- Kalivas PW. Addiction as a pathology in prefrontal cortical regulation of corticostriatal habit circuitry. Neurotox Res. 2008;14:185–189. doi: 10.1007/BF03033809. [DOI] [PubMed] [Google Scholar]
- Peters J, Kalivas PW, Quirk GJ. Extinction circuits for fear and addiction overlap in prefrontal cortex. Learn Mem. 2009;16:279–288. doi: 10.1101/lm.1041309. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Voorn P, Kalsbeek A, Jorritsma-Byham B, Groenewegen HJ. The pre- and postnatal development of the dopaminergic cell groups in the ventral mesencephalon and the dopaminergic innervation of the striatum of the rat. Neuroscience. 1988;25:857–887. doi: 10.1016/0306-4522(88)90041-3. [DOI] [PubMed] [Google Scholar]
- Levitt P, Moore RY. Development of the noradrenergic innervation of neocortex. Brain Res. 1979;162:243–259. doi: 10.1016/0006-8993(79)90287-7. [DOI] [PubMed] [Google Scholar]
- Lidov HG, Grzanna R, Molliver ME. The serotonin innervation of the cerebral cortex in the rat--an immunohistochemical analysis. Neuroscience. 1980;5:207–227. doi: 10.1016/0306-4522(80)90099-8. [DOI] [PubMed] [Google Scholar]
- Van Eden CG, Hoorneman EM, Buijs RM, Matthijssen MA, Geffard M, Uylings HB. Immunocytochemical localization of dopamine in the prefrontal cortex of the rat at the light and electron microscopical level. Neuroscience. 1987;22:849–862. doi: 10.1016/0306-4522(87)92964-2. [DOI] [PubMed] [Google Scholar]
- Iafrati J, Orejarena MJ, Lassalle O, Bouamrane L, Chavis P.Reelin, an extracellular matrix protein linked to early onset psychiatric diseases, drives postnatal development of the prefrontal cortex via GluN2B-NMDARs and the mTOR pathway Mol Psychiatryadvance online publication, 11 June 2013; doi: 10.1038/mp.2013.66(e-pub ahead of print). [DOI] [PMC free article] [PubMed]
- Flores C, Manitt C, Rodaros D, Thompson KM, Rajabi H, Luk KC, et al. Netrin receptor deficient mice exhibit functional reorganization of dopaminergic systems and do not sensitize to amphetamine. Mol Psychiatry. 2005;10:606–612. doi: 10.1038/sj.mp.4001607. [DOI] [PubMed] [Google Scholar]
- Ventura R, Alcaro A, Cabib S, Conversi D, Mandolesi L, Puglisi-Allegra S. Dopamine in the medial prefrontal cortex controls genotype-dependent effects of amphetamine on mesoaccumbens dopamine release and locomotion. Neuropsychopharmacology. 2004;29:72–80. doi: 10.1038/sj.npp.1300300. [DOI] [PubMed] [Google Scholar]
- Banks KE, Gratton A. Possible involvement of medial prefrontal cortex in amphetamine-induced sensitization of mesolimbic dopamine function. Eur J Pharmacol. 1995;282:157–167. doi: 10.1016/0014-2999(95)00306-6. [DOI] [PubMed] [Google Scholar]
- Doherty MD, Gratton A. Medial prefrontal cortical D1 receptor modulation of the meso-accumbens dopamine response to stress: an electrochemical study in freely-behaving rats. Brain Res. 1996;715:86–97. doi: 10.1016/0006-8993(95)01557-4. [DOI] [PubMed] [Google Scholar]
- Swerdlow NR, Mansbach RS, Geyer MA, Pulvirenti L, Koob GF, Braff DL. Amphetamine disruption of prepulse inhibition of acoustic startle is reversed by depletion of mesolimbic dopamine. Psychopharmacology (Berl) 1990;100:413–416. doi: 10.1007/BF02244616. [DOI] [PubMed] [Google Scholar]
- Laruelle M, Abi-Dargham A, van Dyck CH, Gil R, D'Souza CD, Erdos J, et al. Single photon emission computerized tomography imaging of amphetamine-induced dopamine release in drug-free schizophrenic subjects. Proc Natl Acad Sci USA. 1996;93:9235–9240. doi: 10.1073/pnas.93.17.9235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tremblay LK, Naranjo CA, Cardenas L, Herrmann N, Busto UE. Probing brain reward system function in major depressive disorder: altered response to dextroamphetamine. Arch Gen Psychiatry. 2002;59:409–416. doi: 10.1001/archpsyc.59.5.409. [DOI] [PubMed] [Google Scholar]
- Cox SM, Benkelfat C, Dagher A, Delaney JS, Durand F, McKenzie SA, et al. Striatal dopamine responses to intranasal cocaine self-administration in humans. Biol Psychiatry. 2009;65:846–850. doi: 10.1016/j.biopsych.2009.01.021. [DOI] [PubMed] [Google Scholar]
- Le Y, Miller JL, Sauer B. GFPcre fusion vectors with enhanced expression. Anal Biochem. 1999;270:334–336. doi: 10.1006/abio.1999.4110. [DOI] [PubMed] [Google Scholar]
- Bartlett JS, Samulski RJ. Fluorescent viral vectors: a new technique for the pharmacological analysis of gene therapy. Nat Med. 1998;4:635–637. doi: 10.1038/nm0598-635. [DOI] [PubMed] [Google Scholar]
- Yetnikoff L, Eng C, Benning S, Flores C. Netrin-1 receptor in the ventral tegmental area is required for sensitization to amphetamine. Eur J Neurosci. 2010;31:1292–1302. doi: 10.1111/j.1460-9568.2010.07163.x. [DOI] [PubMed] [Google Scholar]
- Argento JK, Arvanitogiannis A, Flores C. Juvenile exposure to methylphenidate reduces cocaine reward and alters netrin-1 receptor expression in adulthood. Behav Brain Res. 2012;229:202–207. doi: 10.1016/j.bbr.2012.01.008. [DOI] [PubMed] [Google Scholar]
- Lopez JP, Fiori LM, Gross JA, Labonte B, Yerko V, Mechawar N, et al. Regulatory role of miRNAs in polyamine gene expression in the prefrontal cortex of depressed suicide completers Int J Neuropsychopharmacol 20131–10.(e-pub ahead of print). [DOI] [PubMed]
- Sequeira A, Mamdani F, Ernst C, Vawter MP, Bunney WE, Lebel V, et al. Global brain gene expression analysis links glutamatergic and GABAergic alterations to suicide and major depression. PLoS One. 2009;4:e6585. doi: 10.1371/journal.pone.0006585. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klempan TA, Sequeira A, Canetti L, Lalovic A, Ernst C, ffrench-Mullen J, et al. Altered expression of genes involved in ATP biosynthesis and GABAergic neurotransmission in the ventral prefrontal cortex of suicides with and without major depression. Mol Psychiatry. 2009;14:175–189. doi: 10.1038/sj.mp.4002110. [DOI] [PubMed] [Google Scholar]
- Fiori LM, Turecki G. Broadening our horizons: gene expression profiling to help better understand the neurobiology of suicide and depression. Neurobiol Dis. 2012;45:14–22. doi: 10.1016/j.nbd.2010.11.004. [DOI] [PubMed] [Google Scholar]
- Deiner MS, Kennedy TE, Fazeli A, Serafini T, Tessier-Lavigne M, Sretavan DW. Netrin-1 and DCC mediate axon guidance locally at the optic disc: loss of function leads to optic nerve hypoplasia. Neuron. 1997;19:575–589. doi: 10.1016/s0896-6273(00)80373-6. [DOI] [PubMed] [Google Scholar]
- Manitt C, Nikolakopoulou AM, Almario DR, Nguyen SA, Cohen-Cory S. Netrin participates in the development of retinotectal synaptic connectivity by modulating axon arborization and synapse formation in the developing brain. J Neurosci. 2009;29:11065–11077. doi: 10.1523/JNEUROSCI.0947-09.2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Colon-Ramos DA, Margeta MA, Shen K. Glia promote local synaptogenesis through UNC-6 (netrin) signaling in C. elegans. Science. 2007;318:103–106. doi: 10.1126/science.1143762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yetnikoff L, Reichard RA, Schwartz ZM, Parsely KP, Zahm DS.Protracted maturation of forebrain afferent connections of the ventral tegmental area in the rat J Comp Neurol 2013(e-pub ahead of print). [DOI] [PMC free article] [PubMed]
- McCutcheon JE, Conrad KL, Carr SB, Ford KA, McGehee DS, Marinelli M. Dopamine neurons in the ventral tegmental area fire faster in adolescent rats than in adults. J Neurophysiol. 2012;108:1620–1630. doi: 10.1152/jn.00077.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Antonopoulos J, Dori I, Dinopoulos A, Chiotelli M, Parnavelas JG. Postnatal development of the dopaminergic system of the striatum in the rat. Neuroscience. 2002;110:245–256. doi: 10.1016/s0306-4522(01)00575-9. [DOI] [PubMed] [Google Scholar]
- Brummelte S, Teuchert-Noodt G. Postnatal development of dopamine innervation in the amygdala and the entorhinal cortex of the gerbil (Meriones unguiculatus) Brain Res. 2006;1125:9–16. doi: 10.1016/j.brainres.2006.10.006. [DOI] [PubMed] [Google Scholar]
- Bouchard JF, Moore SW, Tritsch NX, Roux PP, Shekarabi M, Barker PA, et al. Protein kinase A activation promotes plasma membrane insertion of DCC from an intracellular pool: A novel mechanism regulating commissural axon extension. J Neurosci. 2004;24:3040–3050. doi: 10.1523/JNEUROSCI.4934-03.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hong K, Hinck L, Nishiyama M, Poo MM, Tessier-Lavigne M, Stein E. A ligand-gated association between cytoplasmic domains of UNC5 and DCC family receptors converts netrin-induced growth cone attraction to repulsion. Cell. 1999;97:927–941. doi: 10.1016/s0092-8674(00)80804-1. [DOI] [PubMed] [Google Scholar]
- Auger M, Schmidt E, Manitt C, Dal-Bo G, Pasterkamp J, Flores C. unc5c haploinsufficient phenotype: striking similarities with the dcc haploinsufficient model. European Journal of Neuroscience. 2013;38:2853–2863. doi: 10.1111/ejn.12270. [DOI] [PubMed] [Google Scholar]
- Anderson RB, Cooper HM, Jackson SC, Seaman C, Key B. DCC plays a role in navigation of forebrain axons across the ventral midbrain commissure in embryonic xenopus. Dev Biol. 2000;217:244–253. doi: 10.1006/dbio.1999.9549. [DOI] [PubMed] [Google Scholar]
- Paxinos G, Franklin KBJ.Paxinos and Franklin's the Mouse Brain in Stereotaxic coordinates4th edn. Elsevier/Academic Press: Boston, Amsterdam; 2013 [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.