Abstract
In order to identify candidate proteins in the nucleus accumbens (NAc) as potential pharmacotherapeutic targets for treating cocaine addition, an 8-plex iTRAQ proteomic screen was performed using NAc tissue obtained from rats trained to self-administer cocaine followed by extinction training. Compared to yoked-saline controls, 42 proteins in a postsynaptic density (PSD)-enriched subfraction of the NAc from cocaine-trained animals were identified as significantly changed. Among proteins of interest whose levels were identified as increased was AKAP79/150, the rat ortholog of human AKAP5, a PSD scaffolding protein that localizes signaling molecules to the synapse. Functional down-regulation of AKAP79/150 by microinjecting a cell-permeable synthetic AKAP peptide into the NAc in order to disrupt AKAP-dependent signaling revealed that inhibition of AKAP signaling impaired the reinstatement of cocaine-seeking. Reinstatement of cocaine-seeking is thought to require upregulated surface expression of AMPA glutamate receptors, and the inhibitory AKAP peptide reduced the PSD content of PKA as well as surface expression of GluR1 in NAc. However, reduced surface expression was not associated with changes in PKA phosphorylation of GluR1. This series of experiments demonstrates that proteomic analysis provides a useful tool for identifying proteins that can regulate cocaine relapse, and that AKAP proteins may contribute to relapse vulnerability by promoting increased surface expression of AMPA receptors in the NAc.
Keywords: iTRAQ, AKAP, proteomics, cocaine, addiction, self-administration, GluR1, GLAST, CaMKII, bassoon
Introduction
A hallmark feature of addiction to drugs of abuse is the high rate of relapse, even after prolonged abstinence (O'Brien, 2001). Thus, considerable interest lies in identifying the enduring cellular changes induced by drug use that are responsible for relapse vulnerability. While many candidate proteins have been identified based upon specific hypotheses regarding the neurobiology of addiction (Hyman et al., 2006; Kalivas, 2009), this question is ideally suited for an unbiased proteomic analysis, and to date only a limited number of studies have employed this approach (Hemby, 2006; Boudreau et al., 2007; Olausson et al., 2007; Van den Oever et al., 2008; Hemby, 2010). We utilized an 8-plex isobaric tag for relative and absolute quantification (iTRAQ) approach (Ross et al., 2004) for de novo identification of candidate proteins within a postsynaptic density (PSD) enriched subfraction of the nucleus accumbens (NAc), a region well characterized for its role in addiction (Koob and Le Moal, 2001; Kalivas and Volkow, 2005). iTRAQ employs covalent attachment of isobaric tags to individual samples, allowing for qualitative and quantitative analysis of multiple control and experimental samples simultaneously in a single solution by LC-MS/MS (Tannu and Hemby, 2006; Li and Smit, 2008).
Because synaptic plasticity has emerged as an important mechanism in the neuroadaptations believed to underlie drug-seeking (Kauer and Malenka, 2007; Bowers et al., 2010), we restricted our screen to protein changes within a PSD-enriched triton-insoluble synaptic membrane fraction. Although signaling and structural proteins not restricted to the PSD contribute to synaptic plasticity, proteins enriched in the PSD, including glutamate receptors, scaffolding proteins and kinases have been functionally implicated in cocaine-induced plasticity (Hyman et al., 2006; Kalivas, 2009; Bowers et al., 2010). Specifically we were interested in using the iTRAQ approach to screen for proteins that significantly changed levels in the PSD following cocaine self-administration and extinction, and thereby identifying candidate proteins that might contribute to drug-seeking in a reinstatement model for relapse (Shaham et al., 2003).
A total of 42 proteins were shown to be significantly changed between the cocaine and saline groups, among which 27 were upregulated and 15 were downregulated. We selected one identified protein for functional analysis, AKAP150. AKAP proteins provide a mechanism for localizing PKA and other signaling molecules, and thereby contribute to synaptic plasticity and learning and memory (Wong and Scott, 2004; Dell'Acqua et al., 2006). Moreover, a variety of data support signaling through PKA as important for acquiring addiction related behaviors, such as behavioral sensitization, conditioned place preference and drug self-administration (Hyman et al., 2006). Here we report that inhibition of AKAP signaling in the NAc impaired reinstated drug-seeking in animals trained to self-administer cocaine, and reduced surface expression of GluR1.
Materials and Methods
Animals & Behavioral Analysis
All methods were in compliance with National Institutes of Health guidelines for care of laboratory animals and approved by the MUSC Institutional Animal Care and Use Committee. Animals were individually housed on a 12-hour reverse-light cycle. Male Sprague-Dawley rats (∼300 g) were surgically implanted with intra-jugular catheters to self-administer cocaine. For peptide microinjection into the nucleus accumbens, bilateral guide cannulas (33 gauge) were implanted anterior from Bregma 1.7 mm; medial/lateral 1.8 mm; ventral 5.5 mm from skull surface (Paxinos and Watson, 2005).
Rats were trained to self-administer cocaine for two weeks, followed by two weeks of extinction training as described elsewhere (Moussawi et al., 2009). A 15 hr food training session was used prior to the onset of self-administration to facilitate acquisition of the task, and food was restricted during self-administration and extinction to approximately 20g of rat chow per day. Training was performed in standard operant chambers containing a house light and available light and tone cues (Med Associates, Fairfield, VT). All sessions during each stage of training lasted 2 h at the same time each day, six days per week. Drug exposure during self-administration was performed on an FR1 schedule in which each active lever press resulted in a 0.05 mL infusion of 0.2 mg cocaine in sterile saline, followed by a 20 sec time-out period. Each infusion was also paired with a cue light and tone. Control animals were yoked to cocaine animals, receiving an infusion of saline with each cocaine infusion. For proteomic analysis, following 12 days of extinction training, animals were rapidly decapitated and tissue prepared as described below. For behavioral analysis, reinstatement was performed in a 2h session immediately following a 10 mg/kg i.p. injection of cocaine and return of the light and tone cues contingent on active lever pressing. To evaluate a role for AKAP peptides in reinstated cocaine-seeking, Promega InCELLect AKAP Inhibitor Peptide St-Ht31 or control peptide St-HT31P were microinjected (0.5 μl) using 26 gauge microinjectors (PlasticsOne). Microinjection was performed over a period of 1 min, followed by 1 min diffusion time, into the NAc (2 mm below canula base) 30 min prior to reinstatement testing using a random, cross-over design separated by 3 days of further extinction training. Following the behavioral study, animals were given an overdose of pentobarbital. Brains were fixed with 4% formalin, coronal sections made and stained with Cresyl violet to validate cannula location in the NAc (figure 4).
Subcellular fractionation and enrichment
Nucleus accumbens tissue samples were homogenized with 0.32M sucrose, 10mM HEPES (pH 7.4) and protease/phosphatase inhibitor cocktail (Thermo Scientific), and the PSD subfraction isolated as a Triton X-100 insoluble fraction as described elsewhere (Shen et al., 2009). For proteomic analysis, the resulting pellet containing enriched PSD and other detergent insoluble proteins was solublized in 1% PPS Silent surfactant in 500 mM TEAB buffer and protein concentration measured using the BCA assay (Pierce). Each sample (50 μg protein) was reduced in 5mM TCEP, alkylated with MMTS, diluted to 0.1% PPS Silent surfactant with 500mM TEAB and digested overnight in trypsin (1:20, enzyme:protein ratio; Applied Biosystems). Tryptic peptides were labeled with iTRAQ 8-plex reagents for 2 h at room temperature and the contents of all digested samples were combined. The yoked saline animals (N=3) were labeled with the 113, 115 and 118 tags, while the cocaine self-administration animals (N=4) were labeled with 114, 116, 117 and 119 tags.
Strong Cationic-Exchange Chromatography (SCX) and HPLC Chromatography
The combined sample was acidified with 1% TFA and subjected to SCX fractionation using HPLC-UV, and a PolySULFOETHYL A™ column (200 × 2.1 mm I. D., 5 μm, 200 Å). Solvent A was 10 mM KH2PO4, 25% acetonitrile, pH 2.7-3.0; solvent B was similar to A but with 0.5 M KCl, and applied using 40 minute gradient from 10% to 50% B, followed by 40 minutes at 50%. Five min fractions were collected, dried and stored at -20 °C. SCX fractions were thawed and 15 selected based on the UV analysis for further fractionation by HPLC. The peptides were first loaded on a C18 pre-column cartridge (5 mm × 300 μm I. D. packed with PepMap 100, 5 μm, 100 Å - (LC Packings)) using 2 % ACN, 0.1 % trifluoroacetic acid in water at 40 μL/minute. After desalting, peptides were eluted from the pre-column onto a C18 (150 mm × 100 μm I. D., 3 μm, 300 Å) column (Micro-Tech Scientific, Vista, CA) at 600 nL/minute. Solvent A was 2% ACN, 0.1% TFA in water; solvent B was 85 % ACN, 5 % 2-propanol, 0.1% TFA. A 50 minute gradient from 12 % B to 41% B at 600 nL/minute was used. Peptide elution was monitored at 214 nm. The eluate from the reversed-phase HPLC separation was mixed with matrix (1:2) with 8 mg/ml α-cyano-4-hydroxy-cinnamic acid in 70 % ACN, 0.1 % TFA, and 0.15 mg/ml ammonium citrate, and 8 mass calibration and 2 mass accuracy verification spots were manually spotted on stainless steel MALDI plates (ABI).
Mass spectrometry analysis
MS and MS/MS analyses were performed on a 4800 Proteomics Analyzer matrix assisted laser desorption ionization (MALDI) time of flight (TOF)-TOF mass spectrometer equipped with the 4000 Series Explorer (Version 3.5) data acquisition software (Applied Biosystems). After plate calibration, alignment, and default calibration update for each MALDI plate, an MS spectrum (800 to 3500 Da) was acquired from all 396 spots of each HPLC run using 1000 laser shots per spot. Mass spectra were subjected to an interpretation method to select the15 most intense precursors from each spot. Redundancy in the precursor selection was avoided by selecting each precursor only on the spot with maximized MS intensity. MS/MS spectra were acquired for the selected precursors (weakest to strongest intensity) on each spot using 2000 shots of the laser. Air was used as the collision induced dissociation gas during MS/MS acquisition.
Peptide and Protein Identification and Quantification
All MS/MS spectra were searched using Protein Pilot 2.0 software with the Paragon search algorithm (Applied Biosystems), using the RefSeq protein sequence database for Rattus norvegicus (ftp://ftp.ncbi.nih.gov/refseq). The search was done using trypsin and allowing two missed cleavages per peptide. Carbamidomethyl alkylation of cysteines and oxidation of methionine were used as fixed and variable modifications. The peptide charge was set to +1, and only the first ranking peptide with >70% confidence of was used for protein identification. The identified peptides were grouped according to their parent proteins using Protein Pilot 2.0. Only proteins with a cumulative confidence >95% were reported. Reporter ion peak area measurements (Protein Pilot 2.0) were used to estimate treatment-dependent peptide and protein relative expression. In addition, all MS/MS spectra were searched with Mascot (Matrixscience, United Kingdom) using the RefSeq protein sequence database for Rattus norvegicus (ftp://ftp.ncbi.nih.gov/refseq), and the scores for significantly (p< 0.05; i.e. credible interval ≠ 1) changed proteins are reported in table 1. The search was done using trypsin and allowing two missed cleavages per peptide. Carbamidomethyl alkylation of cysteines was used as fixed and oxidation of methionine, iTRAQ modifications of lysine, iTRAQ-N-terminal and iTRAQ-tyrosine were the variable modifications. Assessment of treatment dependent changes in protein expression employed a model-based approach described in (Hill et al., 2008) using computational methods and software described in (Schwacke et al., 2009). The linear model presented by Hill, et al. was adapted for this study as follows. Reporter ion reagent cluster areas were modeled using the following expression:
Table 1. Proteins significantly changed by cocaine self-administration and extinction.
where reporter ion cluster area (Ii,j(i),c,t,l) from channel l (e.g. 113, 114, 115, 116, 117, 118, or 119) of spectrum t, for a sample from treatment group c, for peptide j(i)) associated with protein i, is written as a product of terms capturing sources of variability. The term Pi represents the protein expression for protein i in the reference group and the factor Ri,c represents the ratio of expression for protein i in treatment group c relative to that of the reference group. Inferences on protein-level changes in expression are based on estimation of Ri,c. Term Fj(i) gives the ratio of the amount of the jth peptide to that of the ith protein and Gj(i),c the ratio of the amount of the jth peptide in treatment group c to the amount of the jth peptide in the reference group after accounting for treatment-dependent differences in the associated protein. The term St gives the spectrum-to-spectrum shift in reporter ion intensity for spectra of the same peptide, Elrepresents iTRAQ channel variation, Hi,j(i),c,t,l is included to represent remaining sources of variation (biological, instrument noise, etc.), and the scale factor, K, provides a constant capturing units and scale changes in the model. Taking logs of both sides yields the linear expression used in this analysis. Inference was accomplished with a Bayesian statistical approach using software developed in-house to overcome limitations in available tools (Schwacke et al., 2009) and inference challenges with the statistical model (Oberg et al., 2008). For each effect in the model above (p, e, r, f, g, s), parameters associated with that effect were assumed to follow a common normal prior distribution with 0 mean and unknown precision. The error term (h) was also assumed to follow a 0-mean normal distribution with unknown precision described by a Gamma prior distribution and precision parameters were estimated as part of the inference process.
Tandem MS summary reports including best peptide sequence, protein name, accession number, modifications, and corrected iTRAQ reagent cluster areas were exported from the vendor-supplied software and converted into tab-delimited text files. Data from a total of 19,421 spectra were considered with 15,163 below the 70% peptide confidence threshold and thus eliminated from this analysis. Ninety-five additional spectra were eliminated due to disallowed modifications (iTRAQ-modified tyrosines) and 11 due to missing data. Using the Gibbs Sampler, 100,000 samples were collected from the Markov chain following a burn-in period of 40,000 samples. The samples were thinned by a factor of 20 leaving 5,000 samples from which summary statistics were collected. For each protein and each associated peptide, mean, median and 95% credible intervals were computed for each of the protein- and peptide-level treatment effects (ri,c and gj(i),c) and used along with prior knowledge of the pathways of interest to select proteins for further study. A change was considered significant (p< 0.05) if the median protein ratio and 95% credible interval range did not include a ratio of 1 (a ratio of 1 = no change in relative expression between saline and cocaine groups). While only significantly changed proteins are reported here due to space limitations, the original complete data report is available by request.
Protein Interaction Network Model
The network was created using the BisoGenet plugin (Martin et al., 2010) for Cytoscape (Shannon et al., 2003). The BisoGenet plugin searches a molecular interaction database (SysBiomics) that integrates data from genes and protein databases (NCBI, UniProt), pathways and ontologies (KEGG, GO), and molecular interactions (DIP, BIND, HPRD). In this study, we searched for protein-protein and protein-DNA interactions using version 10.4.0 of the SysBiomics database. Differentially expressed nodes from the iTRAQ analysis were used as input and the network was assembled by adding neighbors of input nodes up to a distance of 1. The resulting network was visualized using Cytoscape and three additional edges, based on interactions between AKAP150 and proteins found in the literature (Colledge et al., 2000) but not present in the database, were added to connect subgraphs created in this process (shown in black on the network map, Figure 2).
Western Blotting and Biotinylation
Western blotting was performed as described elsewhere (Shen et al., 2009). In the case of blotting for a phospho-specific antibody (GluR1 pS845), blocking was performed in 3% milk in TBST containing phosphatase inhibitors (1:100, Thermo Scientific). PSD localization of PKAc was normalized against the activator of G-protein signaling 5 (AGS5/LGN/mPINS/GPSM2) (Blumer et al., 2002). Antibodies used in Western blots: AGS5 (Drs. Joe Blumer and Stephen M. Lanier, Med U So Carolina, 1:1000), PKAc (BD Transduction 610981, 1:1000), phospho-S845 GluR1 (Millipore, 1:500), GluR1 (Abcam ab31232, 1:500), Bassoon (Assay Designs, 1:500), GLAST/EAAT2 (Abcam ab416, 1:200), CaMKIIβ (Abcam ab34703, 1:200), Synaptopodin (Abcam ab50859, 1:1000), AKAP150 (Upstate 07-210, 1:1000), GAP43 (Abcam ab50608, 1:2000). In the case of Bassoon, prior to transfer the gel was soaked in NuPAGE (Invitrogen) 2× transfer buffer for 20 min. For all Western blotting, band density was normalized in the yoked saline control animals and compared to cocaine-trained animals.
For the surface biotinylation assay, the NAc was dissected and sliced into prism-shaped sections (200 μm) 45 min after peptide microinjection. The tissue was incubated for 30 min in 250 μl PBS containing 1 mg/ml Sulfo-NHS-Biotin (Pierce, Rockford, IL) at 4 °C with gentle shaking. The reaction was quenched by adding ice-cold 100 mM glycine in PBS. The tissue was washed twice with ice-cold 100 mM glycine in PBS, then sonicated in 250 μL 1% SDS in RIPA buffer containing protease inhibitor cocktail (Pierce). After incubating 30–60 min on ice, the protein-contained solution was centrifuged at 10,000 × g for 10 minutes at 4 °C to remove insoluble material. Supernatant containing 200 μg was combined with 100 μl NeutrAvidin agarose resin and incubated for 2hr at 4 °C with gentle rotation. After washing with ice-cold PBS twice, biotinylated proteins were eluted by 35 μL loading buffer (1% SDS, 50 mM DTT) with heating at 80 °C for 5min. Proteins in the biotinylated fraction were detected by immunoblotting.
Results
Identification of Protein Expression Changes by iTRAQ Proteomic Analysis
Following 2 weeks of extinction training after cocaine self-administration (Fig. 1A, NAc tissue was examined for PSD protein content. While samples were prepared as a PSD-enriched subfraction, it is important to note that given the limited tissue available from the NAc, only a crude subfraction containing triton-insoluble synaptosomal and glial proteins was prepared. Quantitative analysis and identification of LC-MS/MS spectra comparing cocaine-trained and yoked-saline rats revealed 442 proteins comprised of 2268 unique peptides (data can be made available on request). Among the 442 proteins, 105 were identified by a single peptide, and not analyzed further. Of the remaining 337 proteins, a total of 42 were significantly different between the cocaine and saline groups; including 27 upregulated and 15 downregulated (Fig. 1C, table 1). Representative MS spectra for CaMKIIβ and AKAP5 are shown in figure 1B. While most of the identified proteins have not previously been linked to the cell biology of addiction, some proteins identified herein were also noted in earlier studies, including CaMKII, actin, and GLT-1 (Licata et al., 2004; Toda et al., 2006; Boudreau et al., 2009; Knackstedt et al., 2009).
Functional categorization of protein differences revealed that the majority of cocaine-elevated proteins were cytoskeletal and synaptic (Fig. 1C). Also, the most heavily represented class of proteins were those that contribute to metabolic functions. In addition to general categorizing by function, we conducted an analysis of protein interactions in an effort to discern changes in signaling complexes that might be present. Figure 2 illustrates the largest network of functionally interacting proteins that included many of the cocaine-altered proteins. This network is largely PSD scaffolding proteins and those related to postsynaptic glutamate signaling. Among these proteins was A-kinase anchor protein 150 (AKAP150), the rat ortholog of human AKAP5, which was linked to other PSD components via PSD-95. While PSD-95 was not significantly changed in our screen, changes in expression in the NAc following cocaine self-adminsitration and extinction have been reported (Ghasemzadeh et al., 2009; Knackstedt et al., 2010), supporting the relevance of the network implicated here. Among changed proteins identified by iTRAQ, the most heavily interacting protein in the network was CaMKII, for which mounting evidence indicates to be a common molecular node in the addiction process (Li et al., 2008).
AKAP regulates reinstated cocaine-seeking
We selected AKAP for further analysis due to characteristics conveying potential for regulating the reinstatement of cocaine seeking. AKAP150 is localized to the postsynaptic membrane via direct interactions with phospholipids, thereby providing proximal localization via protein-protein interactions with the RII regulatory subunit of PKA, PKC and protein phosphatase 2B (calcineurin) (Wong and Scott, 2004; Dell'Acqua et al., 2006). AKAP150 also forms indirect interactions with AMPA receptor subunits via MAGUK proteins, and thereby affects AMPA surface expression (Colledge et al., 2000; Wong and Scott, 2004; Snyder et al., 2005). Importantly, chronic cocaine administration has been found to alter levels and/or function of the AKAP150-associated kinase PKA and AMPA receptor surface expression (Hyman et al., 2006; Conrad et al., 2008), supporting the hypothesis that AKAP function might contribute to the cellular mechanisms of reinstatement.
In order to test this hypothesis, we microinjected an inhibitory peptide containing the PKA-binding sequence from human thyroid AKAP (St-Ht31) into the NAc of animals previously trained to self-administer cocaine and then extinguished (Fig. 3A). Following self-administration training, animals were divided into two groups having equivalent levels of cocaine self-administration over the last 3 days of training (Fig. 3A,B). Thirty min prior to an acute injection of cocaine to reinstate extinguished lever pressing, animals were microinjected with either the active peptide or a proline mutant negative control peptide (St-Ht31P). Active lever pressing was significantly attenuated after injection of St-Ht31 compared to control peptide (Fig. 3B). No difference between groups was observed in inactive lever pressing (not shown) or cocaine-induced locomotor behavior (Fig. 3C). These results suggest that reducing the synaptic localization of AKAP150 regulating signaling proteins such as PKA, PKC or calcineurin inhibits reinstated cocaine seeking. Figure 4 shows that the the microinjection cannula tips for animals used in the reinstatement study were localized to the core subcompartment of the NAc.
AKAP150 regulates PKA content in the PSD and GluR1 surface expression
Regulation of surface expression of GluR1 by PKA phosphorylation is well described (Malinow and Malenka, 2002; Boehm and Malinow, 2005). Because disruption of AKAP interactions with PKA, PKC and/or calcineurin by the St-Ht31 peptide impaired reinstatement, and because increased GluR1 expression mediates drug-seeking behaviors (Conrad et al., 2008), we hypothesized that microinjection of Ht31 should result in a decrease of PKA in the PSD and a corresponding decrease in surface expression of GluR1. An injection of St-Ht31 into the NAc in drug naïve animals reduced the level of PKA catalytic subunit (PKAc) in the PSD subfraction by 30 min after peptide microinjection (Fig. 5A).
Because the PKA-driven phosphorylation of GluR1 promotes AMPA receptor surface expression, we hypothesized that disruption of AKAP-dependent localization of PKA might reduce surface GluR1 expression. To test this, St-Ht31 and St-Ht31P were microinjected into NAc core of contralateral hemispheres within individual animals, and 45 min later surface expressed proteins were labeled using a biotinylation strategy. Indeed, microinjection of St-Ht31 reduced the surface expression of GluR1-containing AMPA receptors compared to control peptide St-Ht31P (Fig. 5B). Surprisingly however, we found that microinjection of active peptide St-Ht31 did not change the phosphorylation state of GluR1 at Ser845, versus St-Ht31P microinjection (not shown). These data indicate that while the inhibitory AKAP peptide moves PKAc out of the PSD, an alternative mechanism beyond PKA phosphorylation of GluR1 at residue 845 may be responsible for the internalization of GluR1. For example, in addition to PKA, AKAP localizes calcineurin and PKC to the postsynaptic membrane (Wong and Scott, 2004), and hippocampal LTD requires an interaction between AKAP and calcineurin, but not PKA (Jurado et al., 2010).
Western blotting
Given the potent influence of down-regulating AKAP function on the capacity to reinstate cocaine-seeking, we sought to further validate the cocaine-induced change in AKAP expression by Western blotting performed on accumbens PSD (Fig. 6). Surprisingly, we found that AKAP150 levels were not altered after 2 wks of extinction training following cocaine self-administration. We then selected five addition proteins proteins identified by the iTRAQ screen as significantly different between cocaine-trained and yoked-saline animals, including bassoon, CaMKIIβ, GAP43, EAAT1/GLAST, and synaptopodin for Western blot measurement. All selected proteins are involved in synaptic transmission and plasticity (Pfenninger et al., 1991; Schoch and Gundelfinger, 2006; Jedlicka et al., 2008; Robertson et al., 2009), and were chosen based on our interest in identifying candidates that might contribute to synaptic mechanisms of relapse. Western blot estimates of protein expression in the PSD subfraction of the accumbens revealed significant differences between cocaine-trained and yoked saline animals in three of the additional 5 proteins examined. Thus, while differences were confirmed for CaMKIIβ, GLAST/EAAT1, and bassoon, no significant differences were observed for synaptopodin or GAP43 (Fig. 6A). The dorsal striatum obtained from the same rats used for accumbens was also examined using Western blotting for a subset of these proteins, and for the three proteins tested no differences between cocaine and control animals were measured in PSD subfraction protein expression in striata for CaMKIIβ, AKAP150, or GAP43 (Fig. 6B).
Discussion
Proteomic tools were used in the current study to screen for proteins that may contribute to the neural adaptations underlying cocaine addiction. Previously, Boudreau at al. (Boudreau et al., 2009) performed a proteomic analysis of PKA substrates in cocaine-sensitized rats, while Uys et al (Uys et al., 2010) and Olausson et al (Olausson et al., 2007) reported findings on changes in protein expression levels in response to cocaine-injected rats and primates. Two additional studies have utilized MS analysis in cocaine self-administering rhesus monkeys and human cocaine overdose victims to identify candidate proteins in the NAc (Tannu et al., 2007; Tannu et al., 2010). However, no previous studies have extended proteomic analysis to test for a role in regulating relapse to cocaine-seeking. Here we used an iTRAQ-based proteomic screen of a PSD-enriched NAc subfraction after cocaine self-administration and extinction training, followed by functional analysis of one candidate protein, AKAP150.
This particular candidate protein was selected due to its function as a regulator of PKA signaling, and an existing literature on the involvement of cAMP and PKA as important mediators of the effects of cocaine (Self and Nestler, 1995). Dopamine D1 receptors are coupled to adenylyl cyclase activation, resulting in cAMP activation and consequently activation of PKA. Notably, microinjection into the NAc of an inhibitor of cAMP, Rp-cAMPs, decreased cocaine self-administration but potentiated reinstated drug-seeking, while injection of a cAMP activator, Sp-cAMPs, increased lever pressing during self-administration (Self et al., 1998). However, the cytosolic actions of cAMP and PKA include a number of target molecules compartmentalized away from the PSD (e.g., transcription factors), and therefore may mediate an entirely different series of responses than disruption of PKA localized at the synapse. Moreover, cAMP signaling is not limited to PKA but includes also other targets, most notably guanine nucleotide exchange factors (Bos, 2006). These results collectively suggest that synaptic PKA is required for reinstatement of drug-seeking and that localization of PKA function by subcellular microdomains may importantly mediate opposing roles in response to drug action and in drug-seeking behavior. In addition to the studies described above, Self et al (Self et al., 2004) reported that extinction training following cocaine self-administration normalized cocaine upregulated protein levels of AKAP84, indicating a possible role for AKAPs in the actions of cocaine. AKAP84, also referred to as D-AKAP1, is a widely expressed dual specificity AKAP (binds both to PKA type I and type II regulatory subunits), which has been associated with localization of PKA to organelles including ER and mitochondria (Huang et al., 1997; Wong and Scott, 2004; Ma and Taylor, 2008).
By employing the AKAP inhibitory peptide, St-Ht31, a role for the AKAP family of proteins in fear learning (Moita et al., 2002; Nijholt et al., 2008) and synaptic plasticity (Genin et al., 2003; Liu et al., 2004; Snyder et al., 2005; Nie et al., 2007) has been shown. Specifically, St-Ht31 induces a rundown of excitatory postsynaptic currents that impair the induction of hippocampal LTD and correlate with decreased synaptic localization of GluR1 and GluR2 subunits (Snyder et al., 2005). The capacity to reduce surface AMPA receptors may be critical for St-Ht31 inhibition of cocaine-seeking, because AMPA receptor activation in the NAc is required for cocaine reinstatement. Blocking AMPA receptors in the NAc inhibits cocaine seeking (Cornish and Kalivas, 2000), and expression of the GluR1 subunit of the AMPA receptor is increased following chronic cocaine and withdrawal (Sutton et al., 2003; Self et al., 2004; Boudreau and Wolf, 2005; Boudreau et al., 2007; Conrad et al., 2008). Moreover, cocaine-primed reinstatement further increases GluR1 surface-expression (Anderson et al., 2008). In addition to reducing GluR1 surface expression, we verified that in vivo St-Ht31 inhibition of AKAP reduces PKA sequestration in the PSD subfraction, providing a candidate mechanism for how the St-Ht31 peptide may impair reinstatement.
Despite the fact that treatment with St-Ht31 reduced the PSD PKAc content and surface levels of GluR1, we were not able to detect a significant change in GluR1 phosphorylation state at Serine 845. This was a surprising result, given that stimulus-driven changes in phosphorylation of GluR1 control changes in surface expression (Lee et al., 2003; Boehm and Malinow, 2005; Man et al., 2007). However, multiple studies have indicated that unstimulated surface expression of GluR1 is not affected by conditions which should influence the basal phosphorylation state at Ser845, including genetic mutation of amino acid 845 (Lee et al., 2003; Lu et al., 2008; Sun et al., 2008), suggesting an alternative mechanism by which microinjection of St-Ht31 leads to internalization of GluR1. Along these lines, besides PKA, AKAP also localizes calcineurin and PKC to the postsynaptic membrane (Wong and Scott, 2004). Thus, while the Ht31 peptide specifically disrupts the interaction between PKA-RII and AKAP79/150 (Ruehr et al., 1999; Herberg et al., 2000), it is possible that disruption of interactions with other PSD proteins occurs may lead to the internalization of GluR1. Further, it has recently been shown that hippocampal LTD requires an interaction between AKAP150 and calcineurin, but not PKA or PKC (Jurado et al., 2010), providing evidence of the functional significance of these interactions.
Including AKAP150, changes in protein expression were tested for six proteins by Western blotting, and comfirmed for GLAST, CaMKIIβ, and Bassoon, but not for AKAP150, GAP43, or Synaptopodin. As a member of the glial high affinity glutamate transporter family, GLAST was of interest because we previously identified another member of this family, GLT-1/EAAT2, as downregulated following exposure to chronic cocaine (Knackstedt et al., 2009). While GLAST is predominantly expressed on glial cells (Danbolt, 2001), its identification in the iTRAQ likely results from the presence of triton-insoluble glial microdomains, akin to the neuronal PSD (Walikonis et al., 2000). Also of particular interest was the finding that both CaMKIIα and β subunits were significantly upregulated (table 1), as numerous studies have identified a role for activation of CaMKII in drug abuse, both the holoenzyme and the CaMKIIα subunit (McClung and Nestler, 2003; Licata et al., 2004; Anderson et al., 2008; Sun et al., 2008; Boudreau et al., 2009; Liu et al., 2009; Wang et al., 2010). Thus, we chose to include the β subunit in our panel of protein for Western blotting, and the results here further underscore the developing appreciation for a role for this protein in mechanisms of addiction. While we found no change in GAP43 by Western blotting, this protein is reported to be upregulated by self-administration and extinction from heroin in an iTRAQ proteomic screen (Van den Oever et al., 2010).
How do we consider the apparent and surprising discrepancy between iTRAQ and Western blotting results? One possible explanation is a potential differential sensitivity between the methods. iTRAQ is proposed to permit accurate quantification over at least two orders of magnitude in concentration (Casado-Vela et al., 2010). In contrast, chemiluminescent Western Blotting has a dynamic linear range of just over one order of magnitude (Heinicke et al., 1992). With respect to AKAP, five individual peptides were identified by iTRAQ, with a mean increase in cocaine over saline samples of 13% and a credible interval of (1.0-1.26). Moreover, previous studies have found increased levels of AKAP150 in response to a novel environment as well as fear conditioning (Nijholt et al., 2007), and increased AKAP150 mRNA levels have been found following LTP-inducing stimuli (Genin et al., 2003), indicating that expression changes in AKAP150 may mediate other forms of experience-dependent behavioral plasticity. Alternatively, because Self et al. (Self et al., 2004) reported that cocaine-induced increases in expression of AKAP84 are normalized by extinction training, it is possible that while both groups of rats (iTRAQ and Western studies) had a similar cocaine-induced change that was ameliorated to a different extent by extinction training. Ultimately, these results indicate that functional characterization is worthwhile for candidates for which proteomic expression and Western data are in disagreement.
Conclusions
Taken together, this study demonstrates the viability of using an iTRAQ proteomic screen to identify a protein regulated by cocaine self-administration, AKAP150, that promotes relapse vulnerability. Interestingly, these data also indicate that iTRAQ screening may identify proteins whose magnitude of change is at the threshold for being identified by more traditional Western blotting. Finally, while AKAP function was linked to the increase in GluR1 surface expression produced by cocaine in the NAc, it did not appear to be via a traditional PKA signaling cascade, posing a possible role for AKAP regulation of PKC or calcineurin.
Acknowledgments
This work was supported by NIH grants DA026254 (K.J.R.) and DA015369 (P.W.K.) and DA015851 (P.W.K.). The authors thank members of the Kalivas lab for critical comments on the manuscript, and Charles Thomas and Megan Hensley for expert assistance with animal behavior.
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