Genes, Brain and Behavior (2005) 4: 31–44 Copyright # Blackwell Munksgaard 2004 Changes in gene expression within the nucleus accumbens and striatum following sexual experience K. C. Bradley†,‡, M. B. Boulware†, H. Jiang§, R. W. Doerge§, R. L. Meisel‡,¶ and P. G. Mermelstein*,† † Department of Neuroscience, University of Minnesota, Minneapolis, MN, ‡ Graduate Neuroscience Program, §Department of Statistics and ¶Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA *Corresponding author: P. G. Mermelstein, Department of Neuroscience, University of Minnesota, 6-145 Jackson Hall, 321 Church Street, SE, Minneapolis, MN 55455, USA. E-mail: [email protected] Sexual experience, like repeated drug use, produces longterm changes including sensitization in the nucleus accumbens and dorsal striatum. To better understand the molecular mechanisms underlying the neuroadaptations following sexual experience, we employed a DNA microarray approach to identify genes differentially expressed between sexually experienced and sexually naı̈ve female hamsters within the nucleus accumbens and dorsal striatum. For 6 weeks, a stimulus male was placed in the home cage of one-half of the hormonally primed, ovariectomized female hamsters. On the seventh week, the two experimental groups were subdivided, with one half paired with a stimulus male. In comparison with sexually naı̈ve animals, sexually experienced hamsters receiving a stimulus male on week 7 exhibited an increase in a large number of genes. Conversely, sexually experienced female hamsters not receiving a stimulus male on week 7 exhibited a reduction in the expression of many genes. For directional changes and the categories of genes regulated by the experimental conditions, data were consistent across the nucleus accumbens and dorsal striatum. However, the specific genes exhibiting changes in expression were disparate. These experiments, among the first to profile genes regulated by female sexual behavior, will provide insight into the mechanisms by which both motivated behaviors and drugs of abuse induce long-term changes in the mesolimbic and nigrostriatal dopamine pathways. Keywords: Dopamine, female sexual behavior, hamster, microarray, nucleus accumbens, real-time PCR, sensitization, striatum Received 23 April 2004, revised 30 June 2004, accepted for publication 6 July 2004 doi: 10.1111/j.1601-183X.2004.00093.x The rewarding effects of many drugs of abuse are correlated with increased neurotransmission within the mesolimbic and nigrostriatal dopamine systems (Cadoni & Di Chiara 1999; Dietze & Kuschinsky 1994; Guix et al. 1992; Kuczenski et al. 1991; Nisell et al. 1997; Pierce & Kalivas 1997; Pontieri et al. 1995; Tanda et al. 1997). Increased activity within these functionally distinct dopamine systems (Di Chiara et al. 1992; Hyman 1996; Self & Nestler 1995) enduringly alters the excitability of nucleus accumbens (NAc) and dorsal striatum (dSTR) projection neurons, a process termed sensitization (Cadoni et al. 2000; Kalivas et al. 1992; Kuczenski et al. 1997; Paulson & Robinson 1991; Pierce & Kalivas 1995). The process of sensitization results in the alteration of gene-expression patterns within neurons of the NAc and dSTR (Berke & Hyman 2000; Nestler 2001). Similar changes in neuronal activity are believed to occur in response to sexual behavior. Extracellular dopamine levels in the NAc and dSTR increase during sexual interactions in female rats (Becker et al. 2001; Mermelstein & Becker 1995; Pfaus et al. 1995) and hamsters (Kohlert & Meisel 1999; Kohlert et al. 1997; Meisel et al. 1993), with multiple sexual behavior tests augmenting both the presynaptic release of dopamine (Kohlert & Meisel 1999) and the responsiveness of the postsynaptic neurons, as seen by increased c-Fos expression (Bradley & Meisel 2001). As with drug addiction, the NAc and dSTR appear to modulate specific and distinct aspects of female sexual behavior (Becker et al. 2001; Jenkins & Becker 2001). These observations suggest that, like drugs of abuse, sexual experience sensitizes neurons in the nigrostriatal and mesolimbic dopamine pathways. Although research is beginning to focus on the long-term changes in gene expression, dendritic morphology and synaptic plasticity that accompany drug addiction (Li et al. 2003; Robinson & Kolb 1997, 1999; Robinson et al. 2001; Yao et al. 2004), little is known about the molecular and cellular mechanisms that accompany behaviorally induced sensitization. Thus, using DNA microarray technology, we compared alterations in gene expression within the NAc and dSTR of female hamsters that were either sexually naı̈ve or experienced following a test session in which a male stimulus animal was either absent or present. Prior sexual experience was found to alter the expression levels of a number of functionally distinct groups of transcripts. 31 Bradley et al. Materials and methods Animals Female Syrian hamsters, approximately 50 days of age, were delivered from Charles River Laboratories (Kingston, NY). Adult male Syrian hamsters were from Harlan Laboratories (Indianapolis, IN). The female hamsters were individually housed, while three to four males were housed in plastic cages (50 40 20 cm). The animal colony room was maintained on a 14L : 10D light schedule (lights off between 0130 h and 2330 h) at a constant temperature of 22 C. Food and water were available ad libitum. Of note, all procedures used in this study were in accordance with National Institutes of Health Guidelines for the Care and Use of Laboratory Animals and approved by the Purdue Animal Care and Use Committee. In brief, the microarray experiment compared changes in gene expression within the NAc and dSTR of female hamsters. Two separate runs were performed, allowing cross comparisons between separate trials. Following behavioral manipulation, the NAc and dSTR were separately isolated and brain tissue from five to six hamsters/trial run was pooled within each of the four test conditions. The isolated mRNA was processed for hybridization onto eight individual gene chips (4 conditions 2 brain regions). With replication, there were approximately 45 animals and 16 gene chips used. Sexual experience Approximately 1 week after the females arrived, they were bilaterally ovariectomized under sodium pentobarbital anesthesia (8.5 mg/100 g body weight, intraperitoneally). After a 1-week recovery period, the female hamsters were divided into two groups. Once a week for 6 weeks, one group of females received sexual experience with an adult male; the second group remained sexually naı̈ve. Male hamsters were sexually experienced via their use in other behavioral experiments. The pairing of partners was rotated every week so that an individual male and female were only paired together once during the successive weeks of sexual behavior testing. During these 6 weeks, all female hamsters, whether or not they were exposed to a stimulus male, were hormonally primed with a series of estradiol benzoate and progesterone injections. For the 2 days before the sexual experience test, females received a daily injection (subcutaneous) of 10 mg of estradiol benzoate in 0.1 ml of cottonseed oil. On the day of the test, female hamsters were injected with 500 mg of progesterone in 0.1 ml of cottonseed oil. At 4–5 h after progesterone administration, a male hamster was placed in the home cage of the experimental female for 10 min, thereby avoiding issues regarding extended sexual behavior tests affecting termination of sexual receptivity. During sexual activity, the latency to initiate lordosis (immobility with dorsoflexion of the back) and the cumulative 32 amount of time that the female assumed the sexual receptive posture were measured. Those hormonally primed females not receiving sexual experience remained in their home cages. Sexual behavior testing During week 7, estradiol benzoate and progesterone injections were again administered to all of the female hamsters. Half of the sexually experienced and naı̈ve females were arbitrarily chosen and tested for sex behavior by placing an adult male in their home cage. The remaining females, both experienced and naı̈ve, were left undisturbed. The 10-min sex behavior tests were again analyzed for latency to initiate lordosis and the cumulative amount of time the female maintained the posture. In addition, the number of mounts and intromissions (including ejaculation) by the male was recorded. The occurrence of intromission (with and without ejaculation) was determined from the gross motor pattern of the mounting male, as described previously (Bunnell et al. 1977). A measure of copulatory efficiency by the males, referred to as hit rate (the proportion of total mounts that included intromission), was derived from these measures. Of note, using an ANOVA statistical analysis, there were no differences in female behavior during the previous 6 weeks between the two groups of sexually experienced animals (P > 0.05). Following this protocol, we generated four different treatment groups for our mRNA analysis. The first group consisted of those females that received 6 weeks of sexual experience and were again sexually active during the seventh week (experience/sex, or E/S). Female hamsters in the second group had no experience with a stimulus male until having sex on the seventh week for the first time (no experience/sex, NE/S). The third group received 6 weeks of sexual experience but were not paired with a stimulus male for sex on week 7 (experience/no sex, E/NS), while the fourth group had no sexual experience across all 7 weeks (no experience/no sex, NE/NS). Each treatment group contained five to six female hamsters. Tissue collection Three hours after exposure to the stimulus male on week 7, the female hamsters were decapitated and their brains were rapidly removed. Those females not tested for sexual behavior on week 7 were killed at the same time point. A 2 mm coronal section encompassing the NAc and dSTR was isolated, and stainless steel tubing (inside diameter ¼ 2.27 mm) was used to collect bilateral punches of the NAc and dSTR. It should be noted that owing to its small size, the 2 mm slice of the NAc slightly extended beyond the boundaries of that region. As a result, part of the bed nucleus of the stria terminalis was dissected out with the NAc. The tissue punches were submerged in RNAlater solution (Ambion RNA Diagnostics, Austin, TX) and stored at 20 C until use. Genes, Brain and Behavior (2005) 4: 31–44 Sexual experience-induced gene expression Tissue preparation and hybridization to oligonucleotide microarrays All procedures for tissue preparation and hybridization followed the methods described in the Affymetrix GeneChip Expression Analysis Manual (Affymetrix, Santa Clara, CA). To obtain enough tissue for the RNA-isolation procedure, the punches of the five to six animals in each treatment group were pooled across each brain region. Total RNA from the pooled NAc and pooled dSTR was isolated using the RNeasy Total RNA Isolation kit (Qiagen, Valencia, CA), followed by isolation of poly(Aþ) mRNA from the total RNA solution using an Oligotex Direct mRNA kit (Qiagen). The poly(Aþ) mRNA was converted to double-stranded cDNA (Gibco BRL SuperScript Choice System; Invitrogen, Carlsbad, CA) using a T7(dT)24 primer. The cDNA was cleaned using a phase-lock gel system, extracted with phenol : chloroform, ethanol precipitated and then used as template to synthesize biotinylated cRNA (BioArray High Yield RNA Transcript Labeling Kit; Enzo Diagnostics, Famingdale, NY). Following cleanup (RNeasy Mini kit; Qiagen), the in vitro transcribed cRNA was quantified by spectrophotometry. For each treatment group, 5 mg of fragmented, biotin-labeled cRNA was hybridized to a single Affymetrix rat neurobiology U34 chip. The microarrays were washed, stained with streptavidin–phycoerythrin and then scanned with a probe array scanner. While hamster RNA was probed against a rat chip, signal intensities were comparable to other studies performed at the Affymetrix facility using rat tissue. Microarray gene-expression analysis On the basis of the experimental design and the focus on behavioral sensitization, we performed two comparisons in which a single variable was altered between two treatment groups. They were as follows: Comparison Goal (I) E/S vs. NE/S To determine whether prior sexual experience alters mRNA transcription following a sexual encounter To determine whether prior sexual experience alters mRNA transcription when no stimulus male is presented (II) E/NS vs. NE/NS Bioconductor (http://www.bioconductor.org) was employed to decode the gene-expression measurements at the probe level for the purpose of gaining gene-expression intensities. A constant normalization method was carried out at the probe level for all the probes on a chip using the intensity of the NE/NS dSTR chip as a reference to equate the background levels of the chips and eliminate non-biological influences. The Affymetrix chips contain multiple (approximately 16–20) unique sequences for each gene, termed the perfect match (PM) set, and for each a paired control in which a single nucleotide is altered so that a mismatch (MM) occurs. We Genes, Brain and Behavior (2005) 4: 31–44 analyzed data at the probe level. For example, if there are 20 probe pairs for one gene, with eight chips there are 160 separate observations for that gene. There are multiple statistical methods available for analyzing Affymetrix GeneChips; we employed a linear modeling approach (Chu et al. 2002) in which data are analyzed using two measurements: PM only and the PM–MM difference. The only notable difference in our analysis from that proposed by Chu et al. (2002) is that because each chip contained a separate experimental condition, it was treated as a fixed factor in the mixed model. A linear model for the log2-transformed gene-expression measurements was also employed. A simple ANOVA model at the probe level was set up for each gene: log2 ðyij Þ ¼ þ Ai þ Pj þ "ij ; where i ¼ 1, . . . , 8, j ¼ 1, . . . , n (n is the number of probe pairs, generally an integer between 16 and 20), yij is the normalized gene-expression measurement (PM or PM– MM) on array i and probe level j and A and P represent the array and probe effects, respectively. The random normal error is denoted as eij with mean 0 and variance s2. When the data were analyzed using the PM/MM difference, if the intensity for more than half of the probe pairs was greater for the MM vs. the PM, then the gene was excluded from analysis. Replication As mentioned, we were required to combine tissue from five to six animals in order to have sufficient cRNA to probe a single chip. Although this necessitated more effort, it carried the advantage of minimizing the effect of any potential outlier. Furthermore, to test whether the effects of the experimental treatments were reproducible, the entire protocol was replicated on a new set of animals, generating a second pool of cRNA for hybridization. The first run was defined as Trial A, the second as Trial B. As described below, only genes which exhibited significant changes both within and across trials were considered altered by the experimental treatment. This crossover comparison technique has been previously tested by Affymetrix and is currently their suggested method of sample assessment as it minimizes false positives. Because the entire experiment was replicated (Trials A and B), four pair-wise comparisons were generated for each of the two comparisons (I and II). For example, in comparison (I), we analyzed: 1 2 3 4 experience/sex experience/sex experience/sex experience/sex (A) (A) (B) (B) vs. vs. vs. vs. no no no no experience/sex experience/sex experience/sex experience/sex (A) (B) (A) (B) In comparing individual genes between two chips, probabilities of 0.05 were considered differentially expressed in that single analysis. However, using the crossover 33 Bradley et al. approach, only those genes that exhibited significant differences in expression for all four, or three out of the four comparisons (with the fourth comparison not significantly different), were considered by this study as altered via the testing conditions. Real-time polymerase chain reaction To verify the accuracy of the microarray experiments, realtime polymerase chain reaction (PCR) was employed. In these studies, the relative expression of five example genes, microtubule-associated protein 2 (MAP2), copper, zinc superoxide dismutase (SOD), extracellular signal-related kinase 3 (ERK3), syntaxin 6 and tyrosine hydroxylase (TH), was compared in striatal tissue taken from experience/sex and no experience/sex animals. For this analysis, tissue punches of the dSTR were taken from a third set of animals (Trial C) undergoing similar experimental procedures as those in Trials A and B. Punches from two female hamsters for each treatment group were combined and homogenized using a tissue tearer. These genes were selected based upon results from the microarray data, in which we observed bidirectional responses: expression of two genes that went up with sexual experience (MAP2 and syntaxin 6), two that went down (SOD and TH) and one that did not change (ERK3). In independent experiments, glyceraldehyde-3-phosphate (GAPDH) expression indicated only an 8% difference between cDNA samples; therefore, the PCR data are presented unadjusted. Total RNA was extracted from the homogenate, followed by the synthesis of cDNA, using the procedures outlined in Groth and Mermelstein (2003). For each treatment condition, 2 mg of total RNA was used in the reverse transcription step. The single-stranded cDNA was amplified by real-time PCR through the addition of 1 ml of cDNA template to a 0.2 ml thinwalled, low-profile PCR tube containing 10.0 ml of 2 DyNAmo master mix (modified Tbr DNA polymerase, SYBR Green I, optimized PCR buffer, 5 mM MgCl2 and dNTP mix including dUTP; MJ Research, Waltham, MA), 1.0 ml of upper primer (20 mM stock solution), 1.0 ml of lower primer (20 mM) and 7.0 ml of diethyl pyrocarbonate (DEPC)-treated water. To ensure that extraneous DNA did not contaminate the PCR, water was used as a control template. Real-time PCR amplification was performed using a DNA Engine Opticon 2 thermal cycler (MJ Research). For each of the PCRs, cDNA template was first linearized via a 10 min incubation at 95 C. The PCR consisted of a 15 second step to 94 C, a 20 second annealing step, followed by a 28 second extension step at 72 C, for 45 cycles. After each cycle, SYBR green fluorescence was measured. For MAP2, the annealing temperature was 58 C, 58.5 C for syntaxin 6, 59.3 C for SOD, 59.8 C for ERK3 and 61 C for TH. The plate read for MAP2 was at 78 C, 79.2 C for syntaxin 6, 81.1 C for SOD, 82.3 C for ERK3 and 85 C for TH. Optimal PCR amplification protocols were empirically determined before the experimental 34 runs. Following real-time amplification, PCR products were separated using agarose (1.5%) gel electrophoresis and visualized using ethidium bromide. Gels were imaged and processed using an Eastman Kodak (Rochester, NY) 1D system (version 3.5.3), to determine whether the PCR product for each reaction was of the expected size. All primers used for PCR were synthesized by Qiagen. The upper and lower primers for MAP2 were 50 -TGGGTGGAC ACTCAAGATGA-30 (nucleotides 4242–4261) and 50 -AAGGTCT TGGGAGGGAAGAA-30 (nucleotides 4694–4713), yielding a predicted size of 471 bp. Upper and lower primers for syntaxin 6 were 50 -CCAGGGATTGTTCCAGAGAT-30 (nucleotides 209–228) and 50 -ACCGCGAAGAGGATGGCTAT-30 (nucleotides 858–877), yielding a predicted product size of 668 bp. Primers for SOD were 50 -TCTAAGAAACATGGCGGTCC-30 (nucleotides 257–276) and 50 -CAGTTAGCAGGCCAGCAGAT-30 (nucleotides 549–568), yielding a predicted size of 311 bp. Primers for ERK3 were 50 -TGGTAACCAATCCTTCAGAAAG-30 (nucleotides 703–724) and 50 -AAGGTCTTGGGAGGGAAGAA-30 (nucleotides 951–972), for a predicted product size of 269 bp. Primers used for TH were 50 -ACAGCCCAAGGGCTTCAGAA-30 (nucleotides 38–57) and 50 -CCTCGAAGCGCACAAAATAC-30 (nucleotides 401–420), yielding a predicted size of 382 bp. Primers for GAPDH were 50 -ACCACAGTCCATGCCATCAC-30 (nucleotides 566–588) and 50 -TCCACCACCCTGTTGCTGTA-30 (nucleotides 998–1017), yielding a predicted size of 451 bp. Real-time PCR data analysis For each of the five genes probed, two separate real-time PCRs per each treatment group were performed for each run. The duplicate samples for each gene were to assure the reliability of the determinations within a single experiment. The cycle number at which the emitted fluorescence reached 10 standard deviations above baseline [threshold cycle, c(t)] was averaged across the duplicate samples for each run. A difference of greater than one cycle was considered to reflect a change in mRNA levels between the E/S and NE/S. The real-time PCR experiments were then repeated (Run 2) with the same pool of cDNA in order to verify results from the initial run (Run 1) for adequate comparison with the microarray data. Results Sexual behavior measures The lordosis latencies and durations during the test for sexual behavior on week 7 were compared between the experience/sex and the no experience/sex groups. The statistical analysis showed no significant difference (P > 0.05) between the average (SEM) lordosis latencies (experience/sex 37 6 seconds; no experience/sex 31 5 seconds); however, females in the no experience/sex group had assumed lordosis for a significantly, although only slightly, longer Genes, Brain and Behavior (2005) 4: 31–44 Sexual experience-induced gene expression duration than had the females in the experience/sex group (t23 ¼ 2.289; P ¼ 0.032). The average lordosis duration during the 10-min test was 526 7 seconds for the experience/sex group and 550 8 seconds for the no experience/ sex group. Sexual experience did not affect any parameters related to male sexual behavior, including the number of mounts (21 2 vs. 20 2), intromissions (38 3 vs. 44 3) or hit rate (0.64 0.02 vs. 0.69 0.03). Changes in gene expression detected by DNA microarrays The Affymetrix rat neurobiology GeneChip, containing probes for 1200 genes, was used to probe changes in gene expression broadly in the NAc and dSTR following sexual behavior testing and previous sexual experience. Although we used hamster tissue against a rat chip, the internal positive and negative controls on the U34 chip were as expected. Moreover, this cross-species hybridization approach has been validated (Chismar et al. 2002). Within the NAc, 40 genes were found to exhibit increased expression in E/S animals when compared with NE/S animals (Table 1). Within the dSTR, 43 genes exhibited increased expression and 13 exhibited decreased expression across the same behavioral paradigm. The relative increase in gene expression found within sexually experienced animals was dependent upon the final exposure to a stimulus male. Within the NAc, only one gene was found to exhibit increased expression vs. 22 displaying decreased expression, when E/NS animals were compared with NE/NS counterparts. A similar trend was observed in the dSTR, with 21 genes exhibiting increased and 83 showing decreased expression. The majority of transcripts that were altered in the NAc and dSTR were classified as genes encoding channels, receptors, neurotransmission-regulating proteins or signaling molecules (Table 2). For the categories of genes regulated by sexual experience and sexual testing, the data were fairly consistent across brain regions. Yet, the specific genes exhibiting changes in expression were distinct. Summarized in Tables 3 and 4 are the complete list of genes altered within both brain regions following the two behavioral conditions. Similar changes in gene expression detected by real-time PCR and microarray analysis To verify the data obtained in the microarray analysis, we utilized real-time PCR to measure mRNA levels for five model genes in the dSTR for hamsters in the E/S and NE/S conditions. The increases or decreases in mRNA levels found using real-time PCR mirrored the changes in gene expression detected by the microarray approach for four of the five genes (Fig. 1). As observed using DNA microarrays, sexual experience was found to upregulate MAP2, downregulate TH and SOD and not change ERK3 expression following presentation of a stimulus male. The expression levels observed using real-time PCR for syntaxin 6, though, were not similar to the microarray data. The DNA microarrays suggested an increase in syntaxin 6 expression, whereas real-time PCR suggested a relative decrease. The 80% consistency between techniques suggests that the microarray data should prove useful as a launching point for further studies. Discussion By probing changes in gene expression utilizing a microarray technique, we have putatively identified a group of proteins that may underlie the regulation of sensitization and withdrawal following sexual experience. Accordingly, the goals of the study were to enable the generation of new hypotheses that will address the roles of these candidate proteins in the aforementioned processes. Many of the genes that are regulated by female sexual behavior can be grouped into specific biochemical pathways. Interestingly, several of these pathways have also been implicated in mediating the effects of drug addiction, suggesting that both motivated behaviors and pharmacological agents induce long-lasting changes in basal ganglia physiology through common mechanisms. Female hamsters were chosen as the animal model because they maintain a relatively immobile sexual receptive posture (i.e. lordosis) in contrast to the active pattern of sexual behavior of other rodents, male and female. Because these experiments are correlative in nature, the female hamster is an ideal model, as issues regarding increased motor behavior are minimized. However, this necessitated hybridizing hamster RNA to gene sequences from the rat genome. The PM sequences on the rat gene chip could potentially be a ‘mismatch’, limiting our ability to detect additional changes in gene expression. This did not compromise our results regarding the changes we did detect. The timing at which the animals were killed relative to their behavioral treatment limits the scope of our results. The time point for killing of the animals following sexual behavior testing Table 1: Changes in gene expression within the dorsal striatum and nucleus accumbens resulting from previous sexual experience Nucleus accumbens Sex on test day: experience vs. no experience No sex on test day: experience vs. no experience Genes, Brain and Behavior (2005) 4: 31–44 Dorsal striatum Increase Decrease Increase Decrease 40 1 0 22 43 21 13 83 35 Bradley et al. Table 2: Number of genes exhibiting altered expression between sexually naı̈ve vs. experienced female hamsters (separated by class) Gene classification Channels Signal transduction Neurotransmission Transcription factors Receptors Cytoskeleton/adhesion Others Sex on test day No sex on test day Nucleus accumbens Dorsal striatum Nucleus accumbens Dorsal striatum 3 7 8 4 10 4 4 2 7 6 1 4 0 3 10 9 7 2 14 4 15 16 16 18 3 33 5 14 (3 h) was chosen in order to maximize the magnitude of activity-dependent gene expression with minimal mRNA degradation. This time point should have allowed us to detect changes in both immediate-early gene expression and those genes whose expression is somewhat slower in onset. As a result though, this picture of gene expression is only a snapshot in time; lost in this approach are the dynamic changes in gene expression in the intervening periods. A long-term goal of this research is to compare the impact of behavioral experience on the molecular and cellular plasticity of NAc and dSTR neurons with the impact of effects of administration of drugs of abuse. Until a time course for both responses to behavioral and drug experience is established, we will have to rely on less complete data for comparisons. Sexual interactions activate the ascending dopamine pathways (Becker et al. 2001; Bradley & Meisel 2001; Kohlert & Meisel 1999; Kohlert et al. 1997; Meisel et al. 1993; Mermelstein & Becker 1995; Pfaus et al. 1995), with multiple sexual behavior tests accentuating these neuronal responses (Bradley & Meisel 2001; Kohlert & Meisel 1999). These changes parallel the neuroadaptations that have been reported with repeated drug exposure (Nestler 2001). Sexually experienced animals showed relative increases in activitydependent gene expression following exposure to a stimulus male, whereas if no male was presented during the last week of testing, a notable decrease in gene expression was observed. Relatively unidirectional changes have been reported previously in the striatum; thus this result is with precedent (Yuferov et al. 2003). Possibly, like drugs of abuse, sexual experience ‘primes’ this region, altering both the signaling pathways and the expression of transcription factors that regulate gene expression. Anticipatory effects may play an important role as well, allowing for heightened gene expression with an expected reward-generating behavior and diminished responses when the stimulus (i.e. male) is absent. Interestingly, in sexually experienced animals, the set of genes with increased expression following exposure to a male was distinct from the group of genes that decreased in expression when no male was present. This implies that there is not one set of genes that responds to sexual behavior, increasing expression when stimulation is present 36 and decreasing expression when it is absent. But in fact, these are disparate conditions which result in completely different patterns of gene expression. Furthermore, while the gene-expression patterns were similar between the NAc and dSTR, the specific genes altered by the experimental manipulations differed. The fact that we see sexual experience affecting the same biochemical pathways in the NAc and dSTR, though through the regulation of different signaling molecules, seems to underscore the importance of these pathways in the sensitization of the mesolimbic and nigrostriatal dopamine systems. Described below are the changes observed in selected families of genes and the possible implications in activity-dependent plasticity. Changes in channels Within both the NAc and dSTR, the expression of voltagegated Naþ and Kþ channels was dependent upon sexual experience, suggesting possible changes in the regulation of electrical activity. Within the dSTR, several a1 subunits comprising voltage-dependent calcium channels also exhibited changes in expression. Intriguingly, a1C, the principal subunit of the L-type calcium channels that are responsible for cyclic AMP response element (CRE)-dependent and other forms of gene expression (Dolmetsch et al. 2001; Graef et al. 1999; Liu & Graybiel 1996; Weick et al. 2003), displayed increased expression in sexually experienced animals following a test with a stimulus male and decreased expression when the male hamster was absent. The directional effects on a1C expression suggest in the dSTR a progressive feedback loop, whereby stimuli triggering heightened/reduced periods of gene expression induce changes that make these neurons more/less responsive to future stimulations. Interestingly, the opposite response may occur in the NAc. Changes in signal transduction In both the NAc and dSTR, alterations in the expression of the G-protein Gao were observed, albeit in opposite directions (Tables 2 and 3). Interestingly, changes in Go mRNA following sensitizing treatments of cocaine have also been reported (Nestler et al. 1990). Other genes encoding for Genes, Brain and Behavior (2005) 4: 31–44 Sexual experience-induced gene expression Table 3: Genes differentially expressed in the nucleus accumbens resulting from previous sexual experience Gene classification Channels Signal transduction Kinases/phosphatases Tyrosine kinase signaling G-protein coupled signaling Ca2þ signaling Neurotransmission Neurotransmitter release Neurotransmitter uptake Neuropeptides Neurotrophic factors Transcription factors Receptors GenBank accession number Gene descriptions M81784_at AF083341_s_at AJ007627_at U92897_s_at X12589cds_s_at Kþ channel Ca2þ-activated Kþ channel 1 ELK channel 2 Voltage-dependent Kþ channel (Kv4.3) Voltage-dependent Kþ channel M55417exon_s_at D14591_s_at M64300_at M82824_s_at U69109_s_at M17526_at M1756_g_at M13707_at M55417exon_s_at L09119_g_at L04739cds_s_at L05557cds_g_at X59949cds_s_at U51898_at Creatine kinase B MAP kinase kinase (MEK) Extracellular signal-related kinase (ERK2) Neurofibromatosis protein I Ca2þ-dependent tyrosine kinase GTP-binding protein (Gao) GTP-binding protein (Gao) Protein kinase C type I Protein kinase Cg Neurogranin/RC3 Plasma membrane Ca2þ ATPase, isoform 1 Plasma membrane Ca2þ ATPase, isoform 2 Nitric oxide synthase Ca2þ-independent phospholipase A2 AB003991_g_at X06655_at U14398_g_at U26402_at AF041373_s_at L35558_s_at S68944_i_at S68944_r_at X63253cds_s_at D49653_s_at X17012mRNA_s_at L15305_s_at M34643_at Z14117cds_i_at SNAP-25A Major synaptic vesicle protein p38 Synaptotagmin IV Synaptotagmin V Clathrin assembly protein, short form Glutamate/aspartate transporter Naþ/Cl–-dependent neurotransmitter transporter Naþ/Cl–-dependent neurotransmitter transporter Serotonin transporter Leptin Insulin-like growth factor II Glial-derived neurotrophic factor Neurotrophin 3 Platelet-derived growth factor, B chain precursor X06769cds_g_at S66024_g_at U75398_s_at U53450cds_at c-fos CREM Krox-24 Jun dimerization protein 1 L08496cds_s_at X55246_at AF020756_s_at AF001423_at M36418_s_at D13871_s_at U01227_s_at S79903mRNA_g_at S60953_s_at U25650_f_at GABAA receptor, d subunit Inhibitory glycine receptor, a1 subunit P2x2 receptor 3 N-Methyl-D-aspartate receptor, 2A subunit Glutamate receptor A Glut 5 protein Serotonin receptor 3 m-Opioid receptor trkCTK þ 39 Neurotrophin receptor (p75LNTR), precursor Genes, Brain and Behavior (2005) 4: 31–44 Test day sex Test day no sex Experience vs. no experience Experience vs. no experience Decrease Decrease Increase Increase Increase Increase Decrease Decrease Increase Decrease Decrease Decrease Increase Increase Increase Decrease Increase Increase Increase Decrease Increase Increase Increase Decrease Decrease Decrease Increase Increase Decrease Increase Increase Increase Decrease Decrease Increase Increase Increase Increase Increase Increase Increase Decrease Increase Decrease Increase Increase Decrease 37 Bradley et al. U71089cds_at M31174_g_at X62295cds_s_at AJ002942cds_at CXC chemokine receptor 1 c-erbA-a-2-related protein Vascular type-1 angiotensin II receptor Retinoic acid receptor b2 Increase Increase Increase Cytoskeleton/adhesion X59149_at U16845_at AB013130_at S82649_r_at AF007583_at Neural cell adhesion molecule L1 Neurotrimin Synaptopodin Neuronal activity-regulated pentraxin (Narp) Acetylcholinesterase-associated collagen Increase Increase Increase Increase Increase Others L13192_f_at AF044201_at D13125_at L18889_at L27867_at S68809_s_at U90448_at Brain factor 2 Neural membrane protein 35 Neural visinin like Ca2þ-binding protein 2 Calnexin Neurexophilin S100 alpha CXC chemokine LIX Decrease Decrease Increase Increase Decrease Decrease Increase Increase signal transduction machinery that exhibited changes in expression within the NAc include MEK and ERK2, members of the mitogen-activated protein kinase (MAPK) signaling pathway (Cano & Mahadevan 1995), protein kinase C (for which similar changes are observed following cocaine self-administration; Thomas et al. 2001) and nitric oxide synthase. Within the dSTR, genes encoding for several MAPK signaling proteins, as well as components of calmodulin signaling (CaMdependent protein kinases and calcineurin), were altered with sexual experience. Notably, each of these signaling cascades will lead to changes in gene expression (Deisseroth et al. 2003; Groth et al. 2003). These data are consistent with recent findings that activity-dependent gene expression alters the same signaling machinery initially recruited to trigger changes in mRNA production (Groth & Mermelstein 2003). cant decrease in the expression of the immediate-early gene c-fos (Curran & Morgan 1995). This change in c-fos is consistent with the relative unidirectional change in gene expression within this region during the E/NS treatment. Conversely, animals within the E/S group exhibited heightened expression of the cyclic AMP-response element modulator (CREM) isoform cyclic AMP early repressor (ICER), known to interact with cyclic AMP response element binding protein (CREB) and inhibit CRE-dependent transcription (Lonze & Ginty 2002; Stehle et al. 1993), suggesting a negative-feedback loop. Within the dSTR, an increased expression of the R-Smad, Smad2, was observed in E/S animals. Smad2 is part of a class of proteins important for mediating the cellular responses to transforming growth factor-b (Derynck & Zhang 2003; Reguly & Wrana 2003). Changes in neurotransmission Changes in receptors In both the NAc and dSTR, a variety of SNARE proteins were found to be regulated by sexual experience, suggesting that changes in neurotransmission may underlie sensitization. Increased expression of the dopamine transporter within the dSTR of E/NS animals is also of significant interest. A variety of neurotrophins and tissue growth factors were also found regulated by sexual experience, similar to findings in research on drug addiction. Neurotrophins have been found to facilitate the development of behavioral sensitization to psychostimulants, as infusion of neurotrophins into the mesolimbic circuit potentiates the response to cocaine (Horger et al. 1999; Pierce et al. 1999) and amphetamine (Hoane et al. 1999; Martin-Iverson et al. 1994). The significance that several tissue growth factors were also found to be differentially expressed is a particularly interesting topic to be addressed in future studies. One striking aspect of the data was the number of receptors within the dSTR that exhibited changes in expression with sexual experience. Expression of a number of glutamate receptors was altered following either sex or no sex before killing. Interestingly, repeated exposure to drugs has also been reported to produce functional changes in glutamate neurotransmitter systems (Kalivas & Duffy 1998; Pierce et al. 1996; Reid & Berger 1996; Reid et al. 1997). Similarly, glutamate receptor stimulation is necessary for sensitization, as pretreatment with various glutamate receptor antagonists will prevent the development of sensitization (Kalivas & Alesdatter 1993; Karler et al. 1991; Stewart & Druhan 1993; Wolf & Khansa 1991). Along with changes in glutamate receptors, there were alterations in many other receptor classes, including GABAA subunits and GABAB receptors, acetylcholine receptor subunits, D1 and D4 dopamine receptors, neurotrophin receptors and the neuron-specific, IP3 type I receptor. While changes in channel expression were less frequent in the NAc, sexual experience did alter the expression of glutamate N-methyl-D- Changes in transcription factors Several transcription factors of note were altered by our experimental conditions. Within the NAc, not providing a partner to sexually experienced animals resulted in a signifi- 38 Genes, Brain and Behavior (2005) 4: 31–44 Sexual experience-induced gene expression Table 4: Genes differentially expressed in the dorsal striatum resulting from previous sexual experience Gene classification Channels Signal transduction Kinases/phosphatases Tyrosine kinase signaling G-Protein coupled signaling Ca2þ signaling GenBank accession number Gene descriptions M91808_at U37147_at M27223_at M22253_at M26643_at U79568_s_at M32867_at M27159cds_s_at J04731_at M59211_at M59313_at M22412_at AF081366_s_at X83581cds_at AF055477_at U31815_s_at U31816_s_at D38101_s_at D13985_at Z56277_i_at Z56277_i_at U12623_at AF048828_at Naþ channel b1 subunit Naþ channel b2 subunit Naþ channel Naþ channel 1 Voltage-sensitive Naþ channel a subunit Voltage-dependent Naþ channel PN1 Kþ channel 1 Kþ channel (Kv2) Kþ channel 2 Kþ channel (Kv3.2b) Kþ channel (Kv3.2c) Putative Kþ channel protein ATP-regulated Kþ channel 2.1 Inward rectifier 9 Ca2þ channel a1B subunit Ca2þ channel a1C subunit Ca2þ channel a1S subunit 2þ L-Type voltage-dependent Ca channel a1 subunit – Cl channel 1 Cl– channel 5 Cl– channel 5 Cyclic nucleotide gated cation channel Voltage-dependent anion channel 1 D28560_g_at X73653_at AJ000556cds_at M64301_at U73142_at AF055291mRNA_at AF075382_at M17526_at M17526_g_at U88324_at U88324_g_at M18332_s_at X04139_s_at M25350_s_at M91590_at AF007758_g_at AB004267_at M16112_g_at S83194_s_at L09119_g_at M31809_at U04934_s_at AF061726_s_at AF085195_at Phosphodiesterase I Tau protein kinase I Janus protein tyrosine kinase 1 Extracellular signal-related kinase 3 p38 MAP kinase Signal transducer and activator of transcription 4 (STAT4) Suppressor of cytokine signaling 2 (SOCS-2) GTP-binding protein (Gao) GTP-binding protein (Gao) G protein, b1 subunit G protein, b1 subunit Protein kinase C, zeta subspecies Protein kinase C, 3 subunit cAMP phosphodiesterase 4 barrestin 2 Synuclein 1 Ca2þ/calmodulin-dependent protein kinase Ib2 Ca2þ/calmodulin-dependent protein kinase II, b subunit Ca2þ/calmodulin-dependent protein kinase IV C kinase substrate calmodulin-binding protein 3 Calcineurin Ab Naþ/Ca2þ exchanger Calpain p94 Nitric oxide synthase III Test day sex Test day no sex Experience vs. Experience vs. no experience no experience Decrease Increase Decrease Decrease Decrease Decrease Decrease Increase Decrease Increase Decrease Decrease Decrease Decrease Decrease Increase Increase Increase Increase Decrease Increase Decrease Decrease Increase Increase Decrease Decrease Increase Increase Increase Increase Increase Increase Decrease Decrease Decrease Decrease Decrease Increase Increase Decrease Increase Increase Decrease Increase Increase Decrease Decrease Increase Decrease Decrease Neurotransmission Genes, Brain and Behavior (2005) 4: 31–44 39 Bradley et al. Neurotransmitter synthesis M10244_at X57573_at Neurotransmitter release AB003991_g_at L20821_at U56815_at AF033109_g_at U26402_at Neurotransmitter uptake S56141_s_at S68944_r_at S76145_s_at L00603_at Neuropeptides D00698_s_at X16703_i_at X16703_r_at E05551cds_s_at X87157_at Neurotrophic factors AF023087_s_at D64085_g_at M54987_at Z14117cds_i_at Cytokines M22899_at M26744_at AJ222813_s_at U77777_s_at Transcription factors Receptors 40 Tyrosine hydroxylase Glutamic acid decarboxylase SNAP-25A Syntaxin 4 Syntaxin 6 Syntaxin 8 Synaptotagmin 5 Naþ-dependent neurotransmitter transporter Naþ/Cl–-dependent neurotransmitter transporter Dopamine transporter Vesicular monoamine transporter Insulin-like growth factor I Insulin-like growth factor II Insulin-like growth factor II Vasoactive intestinal polypeptide Neurotensin endopeptidase Nerve growth factor-induced factor A Fibroblast growth factor 5 Corticotropin-releasing hormone Platelet-derived growth factor B precursor Interleukin 2 Interleukin 6 Interleukin 18 precursor Interferon-g-inducing factor a precursor (interleukin 18) Decrease Increase Increase Increase Decrease Decrease Increase Increase Decrease Decrease Increase Decrease Decrease Increase Decrease Increase Decrease Increase Increase Decrease Decrease Increase Decrease Decrease Decrease X17053cds_s_at U75398_s_at AF030088UTR#1_at AB017912_at Immediate-early serum-responsive JE gene Krox-24 Activity and neurotransmitter-induced early gene 3 Smad2 Increase X51991_at U95368_at S55933_i_at AB016161cds_i_at AB016161UTR#1_g_at D50671_at X17184_at M83561_s_at U08256_at S39221_at U08259_r_at U11418_s_at M61099_at X96790_at U12336_at X74835cds_at M16409_at AF020756_s_at U47031_at X57281_at M64867_at J05276cds_at U20907_at S46131mRNA_r_at S46131mRNA_s_at X66022mRNA#1_s_at U22830_at D12498_s_at GABAA receptor a3 subunit GABAA receptor r subunit GABAA receptor a4 subunit GABAB receptor 1D GABAB receptor 1D GABA receptor, rho-3 subunit Glutamate receptor 1 (AMPA) Glutamate receptor (kainate), subunit 5–2 Glutamate receptor, d2 subunit N-Methyl-D-aspartate receptor N-Methyl-D-aspartate receptor, 2C subunit N-Methyl-D-aspartate receptor 1 Metabotropic glutamate receptor 1 (mGLUR 1) Metabotropic glutamate receptor 7B (mGLUR7B) Nicotinic acetylcholine receptor, a9 subunit Nicotinic acetylcholine receptor d subunit Muscarinic acetylcholine receptor 4 P2x2 receptor 3 P2x4 receptor Glycine receptor Serotonin receptor Serotonin 1 A receptor Serotonin 4 receptor (long) Dopamine D1 receptor Dopamine D1 receptor Dopamine D4 receptor P2y receptor Fibroblast growth factor receptor 1 Increase Decrease Increase Decrease Increase Increase Decrease Decrease Decrease Increase Decrease Increase Decrease Decrease Increase Increase Decrease Decrease Decrease Decrease Decrease Decrease Increase Increase Decrease Decrease Increase Increase Increase Decrease Decrease Decrease Decrease Increase Genes, Brain and Behavior (2005) 4: 31–44 Sexual experience-induced gene expression Cytoskeleton/adhesion Others S54008_i_at D12524_at S60953_s_at S62933_i_at L26110_at S49003_s_at U92469mRNA_s_at Z14118cds_at U15211_at U15211_at AF014365_i_at AF014365_s_at AF016296_at AJ132230_at M90065UTR#1_s_at M64698_s_at U03390_at Fibroblast growth factor receptor 1b c-kit trk receptor trkCTK þ 39 trkCTK þ 14 Transforming growth factor receptor 1b Growth hormone receptor, short Gonadotropin-releasing hormone receptor Platelet-derived growth factor receptor a Retinoic acid receptor a2 Retinoic acid receptor a2 CD44 CD44 Neuropilin Bradykinin B1 receptor Angiotensin II receptor Inositol 1,4,5-trisphosphate receptor Protein kinase C receptor K00512_at K03242_at S74265_s_at U30938_at U59801_at S58528_at S58529_at U88572_at Myelin basic protein Increase Schwann cell peripheral myelin Increase Microtubule-associated protein 2, high molecular weight Microtubule-associated protein 2 Increase Integrin aM Integrin, a5 subunit Integrin, b3 subunit Increase AMPA receptor interacting protein (GRIP) U66478_at U45965_at D14048_g_at D26112_s_at U38373_s_at U20194_at D25233UTR#1_at D25233cds_at D50093_s_at L18889_at L23088_at L25527_at M25157mRNA_i_at AF025671_s_at S45812_s_at S68135_s_at U49930_g_at X04979_at X06656_at X13016_at X60769mRNA_at AF013985_at M84725_at D26154cds_at U68562mRNA#2_s_at AF065432_s_at AF065433_at Z11834_at Mothers against dpp, 1 homolog Macrophage inflammatory protein 2 precursor SP120 Fas antigen Huntingtin-associated protein 1A Complement C8b Retinoblastoma protein Retinoblastoma protein Prion protein Calnexin P-Selectin E-Selectin 1 Cu, Zn superoxide dismutase Caspase 2 Monoamine oxidase A Glucose transporter 1 ICE-like cysteine protease (Lice) Apolipoprotein E Connexin 43 MRC OX-45 surface antigen Silencer factor B CD40 ligand Neuronal protein 25 RB109 Chaperonin 60 and chaperonin 10 Bcl-2 related ovarian death gene, BOD-M Bcl-2 related ovarian death gene, BOD-L Brain-4 Genes, Brain and Behavior (2005) 4: 31–44 Decrease Decrease Increase Decrease Decrease Decrease Decrease Decrease Decrease Increase Decrease Decrease Decrease Increase Decrease Decrease Increase Decrease Decrease Decrease Decrease Decrease Decrease Increase Increase Decrease Decrease Increase Decrease Decrease Increase Increase Decrease Decrease Decrease Decrease Decrease Increase Increase Increase Increase Decrease Decrease Increase Decrease Increase Decrease Increase Decrease Decrease Increase 41 Changes in other interesting genes 2 PCR data (cycle difference) Decreased expression in Increased expression in E/S vs. NE/S E/S vs. NE/S Bradley et al. 1 0 –1 –2 Consistent with Microarray? MAP2 Syn6 ERK3 SOD TH Yes No Yes Yes Yes Figure 1: Real-time polymerase chain reaction (PCR) analysis of five genes differentially regulated by sexual experience. The prediction from the microarray data is that following a sexual encounter, sexually experienced female hamsters in relation to sexually naı̈ve animals exhibit increased mRNA for MAP2 and syntaxin 6, no change in ERK3 and a decrease in superoxide dismutase (SOD) and tyrosine hydroxylase (TH). The real-time PCR data were consistent for all but syntaxin 6. aspartate (NMDA) and a-amino-3-hydroxy-5-methylisoxazoleproprionic acid (AMPA) receptor subunits, GABAA subunits, neurotrophin receptors and the m-opioid receptor, amongst others. The data suggest that a multitude of signaling pathways may contribute to long-term changes in striatal plasticity, consistent with current models of addiction (Chao & Nestler 2004). Changes in genes encoding cytoskeleton/adhesion proteins One characteristic of repeated drug exposure is the enduring hypersensitivity to the locomotor activating and rewarding effects of the drugs (Paulson & Robinson 1991; Valadez & Schenk 1994). Structural modifications in neural circuitry, i.e. alterations in the patterns of synaptic connectivity, mediate these persistent alterations in behavior (Chang & Greenough 1984; Robinson & Kolb 1997). Similarly, sexual experience increased mRNA expression of neuronal activity regulated pentraxin (Narp), an immediate-early gene product that is used as a marker to detect neuritic sprouting (Tsui et al. 1996), and synaptopodin, an actin-associated protein in neuronal dendrites (Deller et al. 2000a,b; Mundel et al. 1997), whose expression is amplified during hippocampal long-term potentiation (Yamazaki et al. 2001). Within the dSTR, expression of MAP2, which plays a critical role in neuronal structure and synaptic plasticity (Sanchez et al. 2000), was found to increase in E/S and decrease in E/NS animals. 42 By utilizing DNA microarray techniques to profile genes regulated by sex behavior, we not only detected expression changes for transcripts that have been already implicated in behavioral sensitization by drugs of abuse but also uncovered the regulation of many genes that have not yet been established in mediating neuronal plasticity. For example, within the dSTR, alterations in the expression of caspase 2, calpain p94, SP120 and the Fas antigen were observed. Classically, these genes are known to be involved in neurodegenerative processes. However, a role for these proteins in structural plasticity (e.g. remodeling of the synaptical cytoskeleton) is beginning to emerge (Chan & Mattson 1999). Another intriguing change was in SOD, which exhibited decreased expression in E/S vs. NE/S animals. 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