Abstract
In Parkinson's disease, long-term dopamine replacement therapy is complicated by the appearance of l-DOPA-induced dyskinesia (LID). One major hypothesis is that LID results from an aberrant transcriptional program in striatal neurons induced by l-DOPA and triggered by the activation of ERK. To identify these genes, we performed transcriptome analyses in the striatum in 6-hydroxydopamine-lesioned mice. A time course analysis (0–6 h after treatment with l-DOPA) identified an acute signature of 709 genes, among which genes involved in protein phosphatase activity were overrepresented, suggesting a negative feedback on ERK activation by l-DOPA. l-DOPA-dependent deregulation of 28 genes was blocked by pretreatment with SL327, an inhibitor of ERK activation, and 26 genes were found differentially expressed between highly and weakly dyskinetic animals after treatment with l-DOPA. The intersection list identified five genes: FosB, Th, Nptx2, Nedd4l, and Ccrn4l. Nptx2 encodes neuronal pentraxin II (or neuronal activity-regulated pentraxin, Narp), which is involved in the clustering of glutamate receptors. We confirmed increased Nptx2 expression after l-DOPA and its blockade by SL327 using quantitative RT-PCR in independent experiments. Using an escalating l-DOPA dose protocol, LID severity was decreased in Narp knock-out mice compared with their wild-type littermates or after overexpression of a dominant-negative form of Narp in the striatum. In conclusion, we have identified a molecular signature induced by l-DOPA in the dopamine-denervated striatum that is dependent on ERK and associated with LID. Here, we demonstrate the implication of one of these genes, Nptx2, in the development of LID.
Keywords: l-DOPA-induced dyskinesia, Narp, Parkinson's disease, transcriptome
Introduction
In Parkinson's disease (PD), motor symptoms are mainly caused by degeneration of dopaminergic neurons from the substantia nigra pars compacta projecting to the dorsal striatum. Although dopamine replacement therapy by l-DOPA remains the most widely used treatment of motor symptoms, it is complicated by the development of abnormal involuntary movements (AIMs) called l-DOPA-induced dyskinesia (LID; Duvoisin, 1974). Converging evidence suggests that LID results from aberrant neuroplasticity triggered by the repeated stimulation of “sensitized” dopamine receptors (Obeso et al., 2000; Jenner, 2008).
Dopamine controls long-term potentiation and depression (LTP and LTD) of corticostriatal synapses (Shen et al., 2008) in medium-sized spiny striatal neurons (MSNs), which express either D1 or D2 dopamine receptors (D1R or D2R, respectively; Gerfen et al., 1990). Corticostriatal plasticity is altered in animal models of PD and is rescued by chronic l-DOPA treatment (Calabresi et al., 2007; Kreitzer and Malenka, 2007). Dyskinetic animals selectively display a loss of LTP depotentiation after low-frequency stimulation of afferents, an effect resulting from D1R signaling sensitization (Picconi et al., 2003). D1R signaling is enhanced in the striatum after dopamine denervation in animal models and in patients with PD (Hervé et al., 1993; Corvol et al., 2004; Aubert et al., 2005; Westin et al., 2007, Santini, 2009a; Lebel et al., 2010; Rangel-Barajas et al., 2011; Alcacer et al., 2012). Pharmacological blockade of D1R, or its genetic ablation, reduces the intensity of LID in animals (Westin et al., 2007; Darmopil et al., 2009). Stimulation of D1R and NMDA glutamate receptors can activate signaling cascades involving cAMP-dependent protein kinase (PKA), dopamine- and cAMP-regulated phosphoprotein of 32 kDa (DARPP-32), and ERK in D1R-expressing MSNs (Valjent et al., 2005). In 6-OHDA-lesioned animals, administration of l-DOPA activates a D1R-dependent Ras-ERK signaling pathway (Gerfen et al., 2002; Westin et al., 2007) that is correlated with the intensity of LID (Schuster et al., 2008; Darmopil et al., 2009; Lindgren et al., 2009; Santini et al., 2009a; Santini et al., 2009b; Lebel et al., 2010; Santini et al., 2010; Francardo et al., 2011). LID is blocked or decreased by pharmacological or genetic inhibition of the ERK pathway (Santini et al., 2007; Fasano et al., 2010). However, the activation of ERK is intense after the first l-DOPA treatment but tends to fade with chronic treatments, even in dyskinetic animals (Santini et al., 2007; Ding et al., 2011). In contrast, the intensity of LID is increased or maintained by repetition of l-DOPA administrations (Lundblad et al., 2005). This suggests that the initial activation of ERK-dependent signaling cascades primes long-lasting changes in the striatal neuronal networks that maintain LID after prolonged treatment (Cenci et al., 2010). These changes could involve gene transcription, a major ERK target, as illustrated by the l-DOPA-induced expression of ΔFosB that contributes to LID development and maintenance (Andersson et al., 1999; Andersson et al., 2003; Berton et al., 2009; Cao et al., 2010). However, the early patterns of gene expression implicated in LID remain largely unknown. We hypothesized that very early ERK-dependent changes in gene expression play a key role in the later appearance of striatal dysfunction revealed by LID. We therefore investigated ERK-dependent gene expression changes induced by the first administration of l-DOPA and associated with the early development of abnormal involuntary movements in unilaterally 6-OHDA-lesioned mice. Using this strategy, we identified neuronal activity-regulated pentraxin (Narp) as an ERK-dependent gene induced by l-DOPA and showed a decrease of LID in Narp knock-out (KO) mice or after overexpression of the dominant-negative form of Narp in the striatum.
Materials and Methods
Animals
Eight-week-old C57BL/6J mice were maintained in a 12 h light/dark cycle in stable conditions of temperature (22°C) with access to food and water ad libitum. All experiments were conducted in accordance with the guidelines of the French Agriculture and Forestry Ministry for handling animals (Decree 87-848) and under the approval of the Direction Départementale de la Protection des Populations de Paris (Authorization C-75-828, License B75-05-22). Generation of Narp KO mice has been described previously (Bjartmar et al., 2006). Narp KO and wild-type (WT) control mice were obtained by breeding Narp heterozygotes. Both male and female WT and KO mice were used and their age was 10–11 weeks at the start of lesion.
6-OHDA lesions, AAV injections, and postoperative care
Mice were anesthetized with a mixture of xylazine (10 mg/ml) and pentobarbital (25 mg/ml; Centravet) and mounted in a digitalized stereotaxic frame (Stoelting) equipped with a mouse adaptor. 6-OHDA-HCl (3.0 mg/ml; Sigma-Aldrich) was dissolved in a solution containing 0.2 g/L ascorbic acid and 9 g/L NaCl. Mice were lesioned as described previously (Alcacer et al., 2012) by receiving two unilateral injections (2 × 2 μl) of 6-OHDA into the right striatum at the following coordinates according to the mouse brain atlas (Paxinos and Franklin, 2001): anteroposterior, +1.2 mm; lateral, +2.1 mm; dorsoventral, −3.2 mm; and anteroposterior, +0.6 mm; lateral, +2.4 mm; dorsoventral, −3.2 mm. A Narp construct that acts as a dominant negative for WT Narp secretion (Narp-N13; Δ345–416), as well as a Narp deletion construct that does not inhibit WT Narp secretion (Narp-N; Δ191–410; O'Brien et al., 2002) were used to generate adeno-associated virus (AAV) expression constructs as described previously (During et al., 2003). For the AAV experiment, 6-OHDA (12 μg/μl) and AAV (AAV-DN13: 3.5 × 1013 vg/ml; AAV-Narp-N: 2.2 × 1013 vg/ml; AAV-eGFP 3.34 × 1013 vg/ml) were injected into the right striatum (1 injection, 2 μl) at the following coordinates according to the mouse brain atlas (Paxinos and Franklin, 2001): anteroposterieur, +0.4 mm; lateral, +2 mm; dorsoventral, −3 mm. Each injection was performed with a 36-gauge, 50-mm-long stainless steel cannula connected to a syringe pump (MTI Corporation) by a polyethylene catheter, at a slow rate of 0.25 μl/min to minimize tissue damage. After the injection, the cannula was left in place for additional 4 min before being slowly retracted. Mice were left on a warm plate for ∼24 h after surgery to avoid hypothermia. To reduce suffering, mice received subcutaneous injections of a nonsteroidal anti-inflammatory drug (flunixin meglumine, 4 mg/kg; Sigma-Aldrich) just after the surgery and twice daily for 2 d after surgery. Mice were allowed to recover for 4 weeks before behavioral evaluation and drug treatment. Dopaminergic depletion in the striatum was assessed by determining the striatal levels of tyrosine hydroxylase (TH) by immunoblotting.
Treatments
l-DOPA and the peripheral DOPA decarboxylase inhibitor benserazide hydrochloride (Sigma-Aldrich) were dissolved together in physiological saline solution (9 g/L NaCl). In the acute experiments, l-DOPA and benserazide hydrochloride were injected intraperitoneally at a dose of 20 and 12 mg/kg, respectively, in a volume of 10 ml/kg body weight. α-[amino[(4-aminophenyl)thio]methylene]-2-(trifluoromethyl)benzene-acetonitrile (SL327; Sigma-Aldrich) was dissolved in DMSO diluted twice in water (final concentration of DMSO, 50%) and injected intraperitoneally (50 mg/kg; 2 ml/kg) 30 min before injection of l-DOPA. Control mice received the same injection of diluted DMSO without SL327 (vehicle). In the subchronic experiment, mice were treated for 2 d with l-DOPA (20 mg/kg) and benserazide hydrochloride (12 mg/kg) or vehicle separated by a 24 h interval. Narp KO mice, WT littermates, and AAV-injected mice were treated chronically with l-DOPA and benserazide using an escalating dose protocol (5, 10, and 20 mg/kg l-DOPA, i.p., daily for 5 d for each dose, the benserazide dose remaining fixed at 12 mg/kg). Mice were killed by decapitation.
Behavioral tests
Cylinder test.
The sensorimotor function deficit was evaluated in the cylinder test to estimate Parkinsonism in the various lesioned mice (Lundblad et al., 2002). Mice were placed one by one in glass cylinders and video recorded for 5 min without previous habituation to the glass cylinder. Once introduced into the cylinder, the mice showed an exploratory behavior reflected by rearing and forepaw contacts on the wall. The number of contacts with the right or left forepaw was counted (only contacts in which the animal supported its body weight on the paw with extended digits). The use of the impaired (left) forepaw was expressed as a percentage of the total number of contacts on the wall.
Abnormal involuntary movement.
AIMs were assessed using a previously validated scale for scoring LID in mouse (Lundblad et al., 2004, 2005). Immediately after the l-DOPA administration, mice were placed in separate cages and abnormal movements were assessed for 1 min every 20 min over a period of 120 min. Abnormal movements, clearly distinct from natural stereotyped behaviors, were classified into four different subtypes: locomotive (tight contralateral turns), axial (contralateral dystonic posture of the neck and upper body), limb (jerky and fluttering movements of the limb contralateral to the side of the lesion), and orofacial (vacuous jaw movements and tongue protrusions) AIMs. Each subtype was scored on a severity scale from 0 to 4 where 0 = absent, 1 = occasional, 2 = frequent, 3 = continuous, and 4 = continuous and not interruptible by external stimuli. A composite axial, limb, and orofacial (ALO) dyskinesia score was obtained by the addition of scores for axial, limb, and orofacial AIMs. To identify the extreme behaviors in the subchronic experiment, highly and weakly dyskinetic mice were separated by a quartile analysis based on ALO score. For the Narp KO mice experiment, assessments were performed in blind conditions by a rater ignoring the mouse genotype.
RNA processing
At the corresponding time points, mice were killed and the striata were dissected with a standardized frozen-based procedure to avoid RNA degradation. After decapitation and dissection, the brain of mice were rapidly frozen by immersion for 1 min in isopentane maintained at −30°C in dry ice. Coronal sections (210 μm thick) were cut with a cryostat and microdisks of striatum were dissected. The samples were stored at −80°C until RNA extraction processing. Total mRNA was extracted using the RNeasyMiniKit (Qiagen) according to the manufacturer's procedure and further controlled for RNA quality (Bioanalyser 2100; Agilent). Next, total mRNA was amplified, labeled (Illumina TotalPrep RNA Amplification Kit; Ambion), and hybridized on Illumina Mouse WG-6v3.0 bead chips (>43 000 probes) at the P3S facility using Illumina's protocol. The Beadchips were scanned on an Illumina IScan with Illumina IScan image data acquisition software (www.illumina.com). To avoid batch effects, sample order processing was randomized. Biological replicate samples of 250 ng of total RNA were reverse transcribed at 25°C for 10 min, 37°C for 2 h, and 85°C for 5 min in a 20 μl reaction buffer according to manufacturer's instructions. Quantification of mRNAs was performed by real-time RT-PCR using a Roche LightCycler LC480 sequence detection system. Oligonucleotide primer pairs were obtained from MWG Operon, designed with Oligo Explorer 1.0, and verified for specificity with the NCBI Blast engine (www.ncbi.nlm.nih.gov/BLAST) using the “nearly exact short match” program. The forward and reverse oligonucleotides used for Nptx2, FosB, and Th were 5′-TTTGATGCCACGCAGGCCTTTGT-3′ and 5′-TGGATCGTGGCCTCTGGGACG-3′, 5′-CCGTGAAACCGACAGAG-3′ and 5′-GAGTGGAATGAGATGCGAG-3′, 5′-AGGTCCGGGCCTTTGACCCA-3′ and 5′-AGCGCCGGATGGTGTGAGGA-3′ respectively. The end point PCR (35 cycles) was performed with LightCycler 480 SYBER Green I master (Roche) on 20 ng of RT product. After amplification, PCR products were analyzed by the melting curve to confirm the amplification specificity. The relative levels of mRNA were standardized using 36b4 ribosomal RNA as the nonvariant RNA. The quantitative RT-PCR on each sample was performed in triplicate. Expression values were determined using the ΔΔCT method.
Immunoblotting
Samples were homogenized in 1% SDS, equalized for their content in protein, and analyzed by Western blot. Homogenates were subject to SDS-PAGE on Bis-Tris gradient gels (4–12%; Invitrogen) with standard transfer and preblocking procedures. Membranes were incubated in a primary antibody overnight at 4°C. The antibody dilutions were 1:1000, 1:10000, 1:4000, 1:2000, 1:1000, and 1:1000 for primary antibodies corresponding to phospho-Thr202/Tyr204-ERK1/2 (Millipore), ERK1/2 (Sigma-Aldrich), TH (Sigma-Aldrich), Golf (Hervé et al., 1993), DARPP-32 (Gift from P.Greengard, Rockefeller University, New York, NY), and Narp (Tsui et al., 1996), respectively. Membranes were washed and incubated in a secondary antibody for 60 min at room temperature and then washed again. Secondary antibodies (1:4000) were IRDye 700DX-conjugated anti-rabbit IgG and IRDye 800CW-conjugated anti-mouse IgG (Rockland Immunochemical). Their binding was quantified using an Odyssey (LI-COR) infrared fluorescent detection system. Quantification was performed using Odyssey software (Odyssey infrared imaging system application, software version 1.2.15). The levels of phosphoproteins were normalized for the amount of the corresponding total protein detected in the sample.
Data analysis and statistics
Quality control of microarray was performed using Bead Studio (Illumina Genome Studio Software) and LumiR (www.bioconductor.org). Microarray data normalization on median and background was conducted using Bead Studio software (Illumina). Quality control before any array analysis included visualization of array scan images and observation of different quality markers of hybridization and homogeneity of expression, including, notably, the determination of signal/noise ratio, the average of detected genes, or the density of expression intensity. Microarrays for which >4 of the 16 observed indicators differed by >2 SDs from the mean were considered as bad quality control and were not included for further analyses. Over all of the experiments, 91% of microarrays passed the quality control. Microarray statistical analyses were performed using the Biometric Research Branch array tolls (http://linus.nci.nih.gov/BRB-ArrayTools.html) and the Multi Experiment Viewer software (MeV4.0; Saeed et al., 2003). General filters were applied before analysis and consisted of thresholding the minimal expression intensity at a value of 10 and in excluding probes if percentage missing exceeded 50%. Genes were identified as differentially expressed if they had a fold difference >1.2, if the univariate p-value was <0.01, and if the false discovery rate (FDR) was <0.1. For tests on a small number of genes, the FDR has not been applied but is shown in the tables anyway. Ontology analysis was assessed by using the functional annotation tool of the David Bioinformation database (http://david.abcc.ncifcrf.gov/; Huang da et al., 2009a, 2009b). A clustering image was obtained using average linkage clustering method with Multi Experiment Viewer software.
For blot quantifications, quantitative RT-PCR, and behavioral assessments, data are expressed as mean ± SEM. Comparisons between groups were performed using Mann–Whitney (for two groups) or Kruskal–Wallis ANOVA (for more than two groups). When two independent factors were analyzed (e.g., lesion and treatment or genotype and treatment), a 2-way ANOVA was used, followed by a Newman–Keuls post hoc test. An ANOVA for repeated measures was performed to analyze behavioral experiments. All analyses were performed using Statistica version 9.1 software (StatSoft).
Results
Acute l-DOPA signature
To identify the gene expression signature induced by an acute treatment with l-DOPA in the dopamine-denervated striatum, mice were treated with l-DOPA 20 mg/kg + benserazide 12 mg/kg intraperitoneally 4 weeks after unilateral injection of 6-OHDA into the striatum. The mice were killed 0, 1, 3, or 6 h after treatment to explore the time course of effects. Total mRNA was extracted from the dorsal striatum using a rapid freezing procedure to preserve RNA integrity (see Materials and Methods). Fifteen samples passed our quality control criteria and were retained for further analyses. After filtering, 11 029 probes were analyzed. We found 709 probes significantly deregulated at different time points, 376 were upregulated and 333 were downregulated (F test, univariate p < 0.01, FDR < 0.1; Fig. 1A, Table 1). The gene ontology analysis of this acute l-DOPA-induced gene expression signature showed significant enrichment in synapse-associated genes, synaptic transmission, and protein phosphatase activity (Fig. 1B). We identified four temporal profiles of gene expression by applying an unbiased self-organizing tree algorithm [self-organizing tree algorithm (SOTA), Multi Experiment Viewer software] on the 709 probes induced by l-DOPA (Fig. 1C, Table 1). Genes with a peak of expression 1 h after l-DOPA treatment belonged to “transcription regulator activity” and “MAPK signaling” pathways (Fig. 1C, cluster A). Not surprisingly, this cluster was composed of several immediate early genes (IEGs) known to be quickly induced by l-DOPA (Fos, FosB, Junb, Egr2, Egr4, Nab2, and Arc) in 6-OHDA-lesioned animals (Berke et al., 1998). The second cluster (cluster B) corresponded to genes with a maximal change of expression at 3 h either upregulated or downregulated. Genes in this cluster belonged to “long-term depression” and “gated channel activity” Gene Ontology pathways. The genes with a maximal deregulation at 6 h (cluster C) corresponded to genes with significant enrichment in the “protein phosphatase regulator activity.” Finally, we found a cluster of long-lasting deregulated genes (1–6 h, cluster D), which was enriched in genes belonging to the “synaptic plasticity” and “synaptic transmission” pathways. Several genes deregulated by l-DOPA encoded proteins potentially involved in D1R/PKA/DARPP-32/ERK signaling pathways (Table 1). After a dramatic but transient increase of dual-phosphatases mRNA (Dusp1 and Dusp6, peak of expression at 1 h), we observed a complex, long-lasting regulation of genes encoding protein phosphatase subunits. Ppp1cc (protein phosphatase 1, catalytic subunit, gamma isoform) and Ppp1r2 (protein phosphatase 1 inhibitor 2) were upregulated with a maximal effect 6 h after l-DOPA. Ppp3r1 (PP2B calcineurin B, type I) was upregulated with a more rapid peak of deregulation 3 h after l-DOPA. Finally, several subunits of PP2A were upregulated: Ppp2r2a (regulatory subunit B, PR 52, α isoform of PP2A), Ppp2r2c (regulatory subunit B, PR 52, gamma isoform of PP2A), and Ppp2r5e (regulatory subunit B, B56, ε isoform of PP2A) with a maximal upregulation 6 h after l-DOPA and Ppp2r2d (regulatory subunit B (PR55), delta isoform of PP2A) with a maximal upregulation 3 h after l-DOPA. Because these phosphatases may regulate the DIR/PKA/DARPP-32/ERK pathway in different ways, we wondered whether the molecular signature in response to l-DOPA would ultimately result in a positive or negative feedback upon the cascade. We represented deregulated genes in a model of the D1R/PKA/DARPP-32/ERK signaling pathways (Fig. 2A). To approximately model the overall effect of l-DOPA, we attributed to each molecular actor of the cascade a positive (+1) or negative (−1) valence according to its expected effect on ERK activation and a value corresponding to its fold-change expression after l-DOPA. The sum of the effects calculated at different time points suggested a rapid negative feedback on the D1R/PKA/DARPP-32/ERK cascade followed by an incomplete return to the basal state (Fig. 2B). This global negative feedback of the cascade would be an attractive explanation for the progressive decrease in ERK activation that has been observed after repeated administration of l-DOPA in nonhuman primates (Santini et al., 2010).
Table 1.
Cluster A |
Cluster B |
||||||
---|---|---|---|---|---|---|---|
Peaked 1 h (UP) | Peaked 3 h (UP) | Peaked 3 h (DOWN) | |||||
Egr4 | Per2 | Nedd4l | Ppp2r2d | Caskin2 | Erlin1 | Tax1bp3 | Vstm2a |
Egr2 | Slc32a1 | Fkbp5 | Pkp2 | Atp2a2 | D430042O09Rik | C2cd4c | Fam113a |
Per1 | Vgf | Prosapip1 | Ddit4l | Vti1b | Cdc42ep3 | BC046404 | Insc |
Per1 | Gas7 | Cacna1 h | Abi2 | A930005I04Rik | Ndufa8 | Tmem141 | Epha5 |
Npas4 | AI464131 | Ece1 | Zfp280d | Ppapdc2 | Eif4ebp2 | Pgpep1 | Fcgrt |
Mfap3 | Arpp21 | Csmd3 | Smug1 | 2700062C07Rik | Rit2 | Chrm2 | Sypl |
Dusp1 | Crym | Ntrk3 | C8b | Ubxn6 | Cacna2d3 | Tax1bp3 | Mela |
Junb | Spry3 | 1110018G07Rik | Cinp | Wrb | Ccnyl1 | Araf | Nfatc3 |
Arc | Syt4 | Sbk1 | Rerg | Sez6 | Zcchc12 | Hexb | Abca7 |
Fos | Vdac1 | Car12 | Zfp385b | Spag6 | Foxp1 | Ctsb | Pgpep1 |
FosB | Nrarp | Kcnd2 | Itgb1bp1 | Rab15 | Nptx2 | Rab8a | F11r |
Dusp6 | Doc2b | Gabarapl1 | Kdm4b | Kcnab1 | Gng7 | Trappc1 | Wwtr1 |
Frat2 | Camk1g | Zeb1 | Homer1 | Ippk | Nit1 | Vangl2 | Eif6 |
Dusp6 | Fam184b | Slc25a44 | Vdac1 | Mbp | Lmtk2 | Vtn | Gns |
Nab2 | Gdnf | Dmkn | Fdps | Chat | Foxo1 | Lpar4 | Syt12 |
Ppp3r1 | Hpca | Ndufa5 | Sc4 mol | Astn1 | Tusc1 | Fam125a | |
Pard6a | Nsg2 | Capn10 | 1810046J19Rik | Mpp6 | Tpm2 | Sp7 | |
Gnb5 | Abi2 | Gne | Tmem41b | Psmc3ip | Lpar4 | Trib3 | |
Taf9b | Ido1 | Zmynd8 | Unc119b | Prpf18 | Cmtm8 | Fam3a | |
Dgkb | Gabrb3 | Ncor1 | 1110017D15Rik | Tiam2 | 41161 | Tex261 | |
Gria2 | Ajap1 | Csrnp3 | Sf3a1 | Dmkn | 9130019O22Rik | Naprt1 | |
Kcnab1 | Clic6 | Zfhx3 | Dcaf4 | Nphp4 | 3632451O06Rik | Slc2a6 | |
Shank3 | Slc2a1 | Pfkp | 2610034M16Rik | Grid2 | Apba2 | 2810474O19Rik | |
Nt5e | Dctn3 | Reln | Kcnk1 | Ifnar2 | Tmc6 | ||
Per2 | Agfg2 | Dnajc2 | Banf1 | Egfl7 | 2210016L21Rik | ||
Fam132a | Atg16l1 | Pde4dip | Tdrkh | Fam114a1 | Add3 | ||
Tiam1 | Mat2a | Pitpnm3 | Slc22a17 | Cdc42ep2 | Pdgfa | ||
Nt5e | Ubfd1 | 4833424O15Rik | Prkg2 | Plekho2 | Lor | ||
Gucy1a3 | Tmem70 | Rem2 | Kdm5b | Gkap1 | Rnf135 | ||
Kcna5 | Pptc7 | Ccrn4l | Fem1b | Lgals8 |
Cluster C | |||||||
---|---|---|---|---|---|---|---|
Peaked 6 h (UP) |
Peaked 6 h (DOWN) |
||||||
Lrrc1 | Znrf1 | Ppp1cc | Rgs14 | Sfxn3 | Sncb | Nav1 | Cln6 |
Unc13c | Zfp930 | Casz1 | Rundc3b | Cyld | Aspscr1 | Plekha2 | Acta2 |
Ino80e | Nsg2 | Sh3bgrl3 | Ylpm1 | Rhobtb2 | Tpd52 | Psap | Serac1 |
Mfsd2a | Slmap | Hs6st2 | Slc2a13 | Chst11 | Hdac7 | Vamp1 | Rfc2 |
Pdzd2 | H2afx | C1galt1c1 | Tac1 | 1110057K04Rik | Triobp | Metap1d | Adck4 |
Syne1 | Ecel1 | Vldlr | Slc10a4 | Tmem199 | Tmem141 | Skap1 | BC017647 |
Rap1gap | Ppp2r2a | Ppp2r2c | Penk | Grb10 | Aifm2 | Nol3 | Pld4 |
Th | Dazl | Krt10 | Srm | Tle1 | Ptprd | Nos1ap | Tmed10 |
Clip4 | Vldlr | Sorcs2 | Eps15l1 | Rhobtb2 | Ldb2 | Ptbp1 | Ccs |
Pcsk2 | Musk | Arg2 | Ptk2b | Crtc1 | Reep3 | Tcf4 | Ednrb |
Gpr158 | Lypd1 | Gpd1 | Ubl3 | Dab1 | Rab3d | Wipf1 | 2310003H01Rik |
Lingo3 | Adra2c | Epb4.9 | Mterfd3 | Ets2 | Tmem106c | Npm3 | Sepn1 |
Spock3 | Myo5b | Amigo2 | Rhbdl3 | Bahd1 | Tmc6 | Klf6 | Psap |
Trnp1 | Mbnl2 | 4933424B01Rik | Slc25a14 | Wdr37 | Ptprd | Nol3 | Kcna6 |
Smpd3 | 1110003E01Rik | Abi1 | Sdr39u1 | Cacnb2 | Cmtm4 | Vat1 | Hcls1 |
Onecut2 | Cxx1c | Rasgrp1 | Vldlr | Mbnl2 | Alpl | Abhd14b | Kcne1l |
Cyp2c44 | Gpr158 | Ddost | Strn | Mdga2 | Golim4 | Fam189a1 | Fam126a |
Rarb | C030019I05Rik | Lrrtm3 | Slc2a13 | Pcdhgb4 | Fah | Tnfaip1 | Fam105b |
Dlg2 | Jph3 | Sub1 | Fnip1 | Kdm3a | Glb1 | Ptbp1 | Btbd3 |
Arpp19 | Rilp | Ccng2 | Ncbp1 | Spink8 | Pinx1 | Gpd2 | Dcakd |
Ppp1r2 | Dgki | Trpc3 | Ndufs4 | Fbll1 | 1700084C01Rik | Fchsd1 | Gm4671 |
Gdf10 | Tmcc2 | Pkia | Dixdc1 | Rilpl1 | Slc6a7 | Padi2 | |
Trerf1 | Mxd1 | Vat1l | Zfp758 | Ube3c | Sox9 | Skp2 | |
Ppp4r4 | Dlk1 | Coch | Zfp39 | Tmem49 | Slc38a2 | Nol3 | |
Ramp1 | Gps1 | Wdr17 | Mtf2 | Cyp2a5 | Prkd3 | Nasp | |
Mapkap1 | Pcsk2 | Scrn1 | B3galt5 | Pfn2 | Npm3-ps1 | Opalin | |
E130309F12Rik | Scg5 | Zfp523 | Aplp1 | Myo1b | Gna13 | Nav1 | |
Dbp | Gm5868 | Car12 | Lyar | Tbp | Ctnnbip1 | Pcyt2 | |
Itpka | Ctxn1 | Ufsp1 | Ttyh1 | Ppp2r5e | Wnt7b | Parm1 | |
Pcsk2 | Epor | Kars | Sipa1l3 | Ptgis | Mical1 | ||
Cbr3 | Upb1 | Socs5 | Kdm3a | Srprb | Mobkl2a |
Cluster D | |||||||
---|---|---|---|---|---|---|---|
UP 1–6 h |
DOWN 1–6 h |
||||||
Nomo1 | Ppp1r1b | Klf16 | Gm10762 | Cldn5 | Ctsz | Igfbp2 | Lix1 |
Dgat2 | Tsen2 | Mrps21 | Dennd1c | Ctsc | Dlgap1 | Gnas | Cotl1 |
Ttc17 | Hnrnpl | Zfp281 | Fam38b | Map3k1 | Zeb2 | Slc29a3 | Fam81a |
Ppp1r13b | Rundc3a | Ccbl1 | Satb1 | Stxbp1 | Syn1 | Vamp1 | Myo9b |
Oaz2-ps | Inpp5f | Plk2 | Triobp | Cib2 | Il18bp | Il4i1 | Fadd |
Fstl4 | 2010011I20Rik | Atxn1 | Slc22a18 | Fcgrt | Tcirg1 | Chrna4 | Tmem63b |
Klf9 | Rpap2 | Ngef | Laptm5 | Klhl6 | Fes | Eif4g2 | Tnr |
Arl3 | Scn4b | Tspan3 | Mmp14 | Cnih3 | 1700019N12Rik | Chchd8 | Naglu |
Bai2 | Hras1 | Agpat1 | Cdkn1c | Pvalb | Gstm2 | Chac1 | 2210012G02Rik |
Sec14l1 | Rpusd1 | Sap130 | Rab13 | Tnfrsf19 | Mitf | Axl | Cebpg |
Gapdh | C2cd2l | Romo1 | Rell1 | Rassf5 | Rapgefl1 | Sh3pxd2b | Ncf4 |
Hbegf | Ppp1r1b | Amz2 | Kcnc4 | Bicc1 | Ptprz1 | Lasp1 | Lamp2 |
Scube3 | D2Wsu81e | Abcb8 | 2210411K11Rik | Sobp | Gabra3 | Pqlc2 | Vps13a |
Cap1 | Fam196b | Rbak | Ptplad2 | Prickle1 | Plek | Iqgap1 | Robo2 |
Gpc3 | Coro2b | Palm | Klhl6 | Iqgap1 | Lag3 | Slamf9 | 9030612E09Rik |
Ubqln4 | Cox5b | Zfp704 | Slc24a6 | Hexa | Bbc3 | Tirap | Aggf1 |
Sec14l1 | Meis2 | Siah2 | Fxyd5 | Mrpl48 | Arhgap4 | Palm2 | Mak16 |
Taok1 | Gm129 | Darc | Col4a1 | Arhgef19 | P2ry6 | Paox | Hcst |
Mrpl33 | Cry2 | Gdf1 | Cd200 | Lat2 | Pik3r1 | Htatip2 | Bach1 |
Trnp1 | Cited4 | Rc3h2 | Slc44a2 | Plcg2 | Pik3cg | Myo9b | Pgm2l1 |
Thoc4 | Sec14l1 | St8sia3 | Mef2c | Hecw1 | Ftl1 | Tab2 | H2-K1 |
Tmem90a | Acy1 | Clec2d | S1pr2 | Stab1 | Tgoln1 | Grin1 | |
Arap1 | Fbln1 | Pik3r1 | Pa2g4 | Ppm1l | |||
Aif1 | Trim25 | Dpp7 | Hvcn1 | Crtac1 | |||
Mef2c | Cyth4 | Hspb6 | Cask | Cd63 | |||
Faah | Ctsz | Atp2a3 | 2410066E13Rik | 2700060E02Rik | |||
Fadd | Mocs1 | Sobp | Shc1 | Rbl2 | |||
Renbp | Gfap | 2810416G20Rik | Serpinb6a | Daam1 | |||
Chst8 | Oasl2 | Hapln4 | Il11ra1 | Gabrg2 | |||
Ranbp3l | Npc2 | Slc24a2 | Ccnd1 | Sepx1 | |||
Igfbp5 | Arrb2 | Myl4 | Efna5 | Srpk3 | |||
Lpp | Sox5 | Syn2 | Rsrc2 | Fxyd5 | |||
Sh3gl2 | Fadd | Fcrls | St3gal5 | Fbln2 | |||
Rims1 | Abi3 | Snx9 | Htatip2 | C4b | |||
Cxcl12 | Rbm6 | Wdr1 | Pdcd4 | Oma1 | |||
Ptprt | Nuak1 | Lmna | Adar | ||||
Mapk11 | Ganc | C4a | Capg | ||||
Tcirg1 | Gstm2 | Gatad2b | Il11ra1 | ||||
Ltbp1 | Uap1l1 | Fgfr1op | C1qa |
The regulated mRNAs are identified by their official gene symbol. Each cluster is identified by the direction (UP: up-regulated, DOWN: down-regulated) and the peak of deregulation (1, 3, or 6 h after injection of l-DOPA). Genes are then sorted among the cluster by p-values. Genes in bold are those used for Figure 2.
ERK-dependent genes
Because the inhibition of ERK activation was previously demonstrated to decrease l-DOPA-induced AIMs in lesioned mice (Santini et al., 2007; Fasano et al., 2010), we decided to identify genes regulated by ERK activity among those in the above l-DOPA-induced signature. To block ERK activation, the MEK inhibitor SL327 (50 mg/kg) or vehicle was administered intraperitoneally 30 min before l-DOPA in a new experiment. Some mice were killed 3 h after l-DOPA, the time for which we found the highest number of deregulated genes, and another group of mice were killed 30 min after l-DOPA to study the effect of SL327 on ERK phosphorylation. By immunoblot, we confirmed that the level of dopamine depletion as evaluated by tyrosine hydroxylase levels was similar between the groups (vehicle or SL327-treated mice: 2-way ANOVA, lesion effect: F(1,46) = 59.3, p < 0.001; SL327 effect: F(1,46) = 0.14, not significant (ns); lesion and SL327 interaction: F(1,46) = 0.002, ns; Figure 3A) and that ERK phosphorylation was increased in the 6-OHDA-lesioned side compared with the unlesioned side and decreased in the striatum of SL327-treated animals (2-way ANOVA, lesion effect: F(1,12) = 15.4, p < 0.01; SL327 effect: F(1,12) = 12.8, p < 0.01, SL327 effect; interaction: F(1,12) = 0.8, ns; Figure 3B). To selectively identify the genes for which deregulation by l-DOPA was blocked by the SL327, we restricted the analysis to the 709 probes deregulated by l-DOPA and identified those with expression that varied in the opposite direction (e.g., upregulated with l-DOPA compared with vehicle, and downregulated when mice were treated with l-DOPA + SL327 compared with l-DOPA + vehicle). We found 28 genes significantly blocked by SL327 by using this strategy (Table 2). When genes were ranked by fold change (Table 2), FosB was at the top of the list of genes, in agreement with previous reports showing that the induction of FosB was associated with ERK activation in 6-OHDA-lesioned mice (Pavón et al., 2006).
Table 2.
Official gene symbol | Nucleotide universal identifier | l-DOPA vs saline (fold change) | l-DOPA + SL327 vs l-DOPA + vehicle (fold change) | Univariate p-value* | FDR* |
---|---|---|---|---|---|
FosB | Ere3vD3o.tqhOQ.x94 | +8.76 | −2.08 | 0.0075 | 0.021 |
Arc | oyruyspXqhyohXojdA | +4.49 | −1.56 | 0.0196 | 0.036 |
Nptx2 | BU2LP1VoHoj2ptP6ec | +4.09 | −1.87 | 0.0066 | 0.020 |
Ccrn4l | ruOG_shu4I8dQ0fdeo | +3.95 | −1.22 | 0.0102 | 0.026 |
Dgki | ZnFK.QqcSo7EEoRjJU | +3.69 | −1.22 | 0.0325 | 0.048 |
Nedd4l | ESdC5ZVdFlD3Qevluw | +3.21 | −1.34 | 0.0003 | 0.003 |
Car12 | re1dJUylHuMPt50k.U | +2.84 | −1.25 | 0.0020 | 0.010 |
C8b | HERI41YuB1BXREfJSk | +2.62 | −1.53 | 0.0239 | 0.041 |
Zfp280d | uLS7MJ7kgVRdJVTgcs | +2.48 | −1.26 | 0.0406 | 0.058 |
Ippk | idcnpHiD3Gq0Ugu5ek | +2.43 | −1.37 | 5.29E-05 | 0.002 |
Th | Ko4nkRXhUJHi5TycDk | +2.32 | −1.40 | 0.0290 | 0.046 |
Dmkn | 3akQXpeeC6eC0.6yBPU | +2.20 | −1.36 | 0.0049 | 0.018 |
Dmkn | Nmh10YORErfSov4e18 | +2.03 | −1.33 | 0.0040 | 0.016 |
Kcnk1 | 6VF0RwJEOktVd1XgSM | +1.66 | −1.20 | 0.0002 | 0.003 |
Agpat1 | NI5Q.efVXJdFXlUrLo | +1.62 | −1.23 | 0.0315 | 0.048 |
Mocs1 | creVEXtx3pO7SgCibQ | −2.72 | +1.22 | 0.0007 | 0.005 |
Mef2c | 9r_hIVpC64cWsPsoEY | −2.49 | +1.28 | 0.0040 | 0.016 |
Gm10762 | KlFvB5mECAoFSh6a0.0 | −2.47 | +1.49 | 0.0157 | 0.032 |
Pa2g4 | EpeAOAH0bl0.9LiugaY | −2.33 | +1.21 | 0.0245 | 0.041 |
Bbc3 | uioaVJewjHsTkeeyMw | −2.30 | +1.36 | 0.0155 | 0.032 |
Ganc | 3qeocgyRKj6R_3ykYU | −2.26 | +1.26 | 0.0003 | 0.003 |
Hecw1 | 3TeO9EhFExAnkiRjrk | −2.17 | +1.63 | 0.0013 | 0.008 |
Arrb2 | fladaeCoOCjjh7jhS8 | −2.12 | +1.23 | 0.0016 | 0.009 |
Cln6 | Ed_ISRN0l4N3RReXrk | −2.07 | +1.32 | 0.0188 | 0.036 |
Syt12 | TrSLz4qjZNMbiuentE | −1.92 | +1.22 | 0.0057 | 0.019 |
Tusc1 | HpdSI3.yLN94SuOP4k | −1.76 | +1.27 | 0.0122 | 0.029 |
Vstm2a | 3.EkJQO7FbNLDvRTn4 | −1.58 | +1.22 | 0.0102 | 0.026 |
3632451O06Rik | oPE5K3u7N_TwP9SXfs | −1.38 | +1.22 | 0.0160 | 0.032 |
List of the 28 probes deregulated by l-DOPA (our first experiment, 709 probes) for which SL327 pretreatment significantly reduced the effects of l-DOPA (that could be increase or decrease) (>1.2-fold, p < 0.05, FDR < 0.1). The fold changes of expression induced 3 h after l-DOPA in the first experiment (compared with T0, left column) and 3 h after l-DOPA + SL327 (compared with l-DOPA + vehicle, right column) are presented.
* p-values and FDR values for the comparison of gene expression between l-DOPA + SL327 and l-DOPA + vehicle.
Genes associated with AIMs
Our final goal was to identify genes involved in the early development of LID. Gene expression differs dramatically after one or repeated administrations of l-DOPA (Cenci and Konradi, 2010) and AIMs progressively increase in intensity after repeated administration of l-DOPA (Lundblad et al., 2005; Putterman et al., 2007; Nadjar et al., 2009; Francardo et al., 2011). The final score of AIMs obtained in mice injected with 6-OHDA in the striatum is usually variable, leading to the ability to distinguish highly and weakly dyskinetic animals (Lundblad et al., 2004) referred to below as high dyskinetic (HD) and low dyskinetic (LD). To study early gene expression changes associated with the development of a HD score, we investigated whether it would be possible to predict at the very beginning of the treatment which mice will later develop high scores of AIMs. We treated 6-OHDA-lesioned mice with a daily injection of l-DOPA for 9 d and observed a strong correlation of AIM scores between days 2 and 9 (r2 = 0.84, p < 0.0001; Fig. 4A). We therefore considered the AIM score after the second administration of l-DOPA as a good predictor of future LID development. Other groups of mice were then treated with 2 injections of l-DOPA (20 mg/kg, n = 18) or vehicle (n = 7) separated by a 24 h interval. At day 2, AIMs were assessed during 2 h after l-DOPA treatment and mice were killed 1 h later. The mice treated with l-DOPA were then segregated according to their AIM score to compare the two extreme quartiles (HD mice, n = 4; LD mice, n = 5). The score of AIMs (ALO score) in the LD group was 8.6 ± 5.9 vs 36.3 ± 8.7 in the HD group (p < 0.05; Fig. 4B). The differences observed in AIM score were unlikely to be due to differences related to the lesion's extent because the limb use asymmetry measured by the cylinder test, the l-DOPA-induced rotation, and the quantification of TH immunoblots in the striatum were similar between the HD and LD groups (Fig. 4B). We compared the expression of the 709 probes previously found to be deregulated by l-DOPA (our first experiment) between the LD and HD mice. We found 26 genes that were significantly different between these two groups (Fig. 4C, Table 3). As for the previous experiments, FosB was found in the top gene list: FosB expression was significantly higher in the striatum of HD than in LD mice, which is consistent with several previous reports (Pavón et al., 2006; Cao et al., 2010).
Table 3.
Official gene symbol | Nucleotide universal identifier | Univariate p value | FDR | HD/LD (fold change) | Probe intensity |
|
---|---|---|---|---|---|---|
LD | HD | |||||
FosB | Ere3vD3o.tqhOQ.x94 | 0.0052 | 0.06 | +2.09 | 905 | 1891 |
Nptx2 | BU2LP1VoHoj2ptP6ec | 0.0014 | 0.05 | +1.91 | 1016 | 1936 |
Th | Ko4nkRXhUJHi5TycDk | 0.0111 | 0.11 | +1.77 | 86 | 152 |
Tirap | 6kxeKn6PcXUkUUAQKI | 0.0373 | 0.16 | +1.43 | 23 | 34 |
Tac1 | HZWCFQl0kvf6PDqQmo | 0.0129 | 0.11 | +1.41 | 4634 | 6516 |
Car12 | f2X7nXwd5bmK5Curlw | 0.0103 | 0.11 | +1.33 | 384 | 511 |
Arg2 | rHekX9EEk8SL5Ck9go | 0.0173 | 0.11 | +1.33 | 181 | 241 |
Ccrn4l | ruOG_shu4I8dQ0fdeo | 0.0458 | 0.17 | +1.25 | 1524 | 1907 |
Ece1 | 6PnSruSolCkoIZIevI | 0.0304 | 0.15 | +1.23 | 483 | 593 |
Zfp281 | rsQiwIRUUlIvErCt2I | 0.0014 | 0.05 | +1.21 | 252 | 305 |
Nedd4l | ESdC5ZVdFlD3Qevluw | 0.0051 | 0.06 | +1.21 | 1257 | 1518 |
Lingo3 | HVVh.VNExAePhKEYOE | 0.0480 | 0.17 | +1.20 | 171 | 205 |
Tmem106c | fVTEC48S.VWQq3Ngqc | 0.0363 | 0.16 | −1.20 | 276 | 230 |
Triobp | 6hH3fe9bi0VwfDAF9Y | 0.0022 | 0.05 | −1.21 | 241 | 199 |
Nol3 | KIzuSJ1_7O3uHryFUY | 0.0164 | 0.11 | −1.22 | 162 | 133 |
Paox | ovot6freNOjlW8LvsY | 0.0162 | 0.11 | −1.24 | 112 | 90 |
Slc2a6 | KUtQF_jF3LeUHvR7.0 | 0.0031 | 0.06 | −1.25 | 170 | 137 |
Fadd | 9Snh4rufElernL7g6I | 0.0188 | 0.11 | −1.26 | 33 | 26 |
Nuak1 | 9XrnfxQKJ2eSrgPSm4 | 0.0051 | 0.06 | −1.27 | 628 | 495 |
Arhgap4 | Bpc_fRdJXfcrd_orJA | 0.0171 | 0.11 | −1.28 | 35 | 27 |
Igfbp5 | ZVY7oInadd.JP_sfCg | 0.0474 | 0.17 | −1.35 | 1025 | 757 |
Rell1 | 97rI5L_O4FRHpJy4fo | 0.0459 | 0.17 | −1.36 | 39 | 29 |
F11r | QdMHGeZ9IbdAfQUHac | 0.0332 | 0.15 | −1.37 | 30 | 22 |
Mapk11 | ipXv4AZvqrsGXV4IhA | 0.0151 | 0.11 | −1.37 | 64 | 46 |
Fam113a | ol6MpKN8r6JyIxS6V4 | 0.0267 | 0.14 | −1.38 | 64 | 47 |
Metap1d | iqi6Ix4UB5RCCXiDaU | 0.0204 | 0.11 | −1.40 | 41 | 30 |
List of the 26 genes significantly different between HD and LD animals among the 709 genes found to be deregulated by acute l-DOPA in the striatum (our first experiment).
Genes deregulated by l-DOPA, dependent on ERK activation, and associated with AIMs
Finally, we considered genes induced by the first administration of l-DOPA (first experiment), blocked by SL327 pretreatment (second experiment), and differentially expressed between the HD and LD mice (third experiment) as those of particular interest. This intersect list was composed of five genes (Table 4): Nptx2, Nedd4l, FosB, Th, and Ccrn4l. Interestingly FosB, Th, and Nptx2 have all been previously reported to be induced by stimulation of D1R in 6-OHDA-lesioned animals (Berke et al., 1998, Darmopil et al., 2008). FosB was already shown to be involved in LID (Andersson et al., 1999). In our experiments, FosB expression was increased 12-fold after the first administration of l-DOPA (1 h; Table 1); its expression was decreased by >2-fold when SL327 was administrated before l-DOPA (Table 2); and its expression was 2-fold higher in HD mice compared with LD animals as soon as the second administration of l-DOPA (Table 3). We confirmed by quantitative RT-PCR the increase in FosB expression in the lesioned striatum after l-DOPA, its decrease after pretreatment with SL327 (2-way ANOVA, lesion effect: F(1,36) = 39.0, p < 0.001; SL327 effect F(1,36) = 12.0, p < 0.01; interaction: F(1,36) = 9.8, p < 0.01; Fig. 5A) and its higher expression level in HD animals (Kruskal–Wallis ANOVA, H(2,13) = 10.7, p < 0.01; Fig. 5B). Th encodes TH, the enzyme transforming tyrosine into the precursor of dopamine, l-DOPA. In normal conditions, TH is quasi-exclusively expressed in brainstem noradrenergic and dopaminergic neurons. However, TH-immunoreactive neurons have been detected in the striatum after dopamine depletion in animals and parkinsonian patients (Huot et al., 2007). In our experiments, Th expression increased by >3-fold after l-DOPA (6 h; Table 1), decreased by 1.4-fold after SL327 (Table 2), and was 2-fold higher in HD than in LD animals (Table 3). These various effects on Th expression were confirmed by quantitative RT-PCR (2-way ANOVA, lesion effect: F(1,31) = 2.0, ns; SL327 effect: F(1,31) = 8.6, p < 0.01, interaction: F(1,31) = 7.2, p < 0.05; Fig. 5C; Kruskal–Wallis ANOVA, H(2, 13) = 9.2, p < 0.01; Fig. 5D).
Table 4.
Official gene symbol | Nucleotide universal identifier | Probe intensity |
HD vs LD (fold change) | Univariate p-value | |
---|---|---|---|---|---|
LD | HD | ||||
Nptx2 | BU2LP1VoHoj2ptP6ec | 1016 | 1936 | +1.9 | 0.0014 |
Nedd4l | ESdC5ZVdFlD3Qevluw | 1257 | 1518 | +1.2 | 0.0051 |
FosB | Ere3vD3o.tqhOQ.x94 | 905 | 1891 | +2.1 | 0.0052 |
Th | Ko4nkRXhUJHi5TycDk | 86 | 152 | +1.8 | 0.0111 |
Ccrn4l | ruOG_shu4I8dQ0fdeo | 1524 | 1907 | +1.3 | 0.0458 |
We next focused on Nptx2 because it was the most statistically significant gene between HD and LD animals (p = 0.0014; Table 4). Nptx2 expression was increased by 4-fold after acute treatment with l-DOPA, with a maximal upregulation at 3 h (Kruskal–Wallis ANOVA, H(3, 15) = 9.0, p < 0.05; Fig. 6A). This upregulation was repressed by SL327 pretreatment (2-way ANOVA, lesion effect: F(1,39) = 34.8, p < 0.001; SL327 effect: F(1,39) = 8.0, p < 0.01; interaction: F(1,39) = 2.2, p < 0.05; Fig. 6B) and Nptx2 expression was 2-fold higher in HD than in LD mice (Fig. 6C). Quantitative RT-PCR confirmed its increased expression by 4-fold 3 h after l-DOPA in the dopamine-denervated striatum (mean relative expression values ± SEM: T0 (100 ± 7), T1h (127 ± 3), T3h (383 ± 34), T6h (152 ± 15), Kruskal–Wallis ANOVA, H(3,16) = 12.5, p < 0.01, posttest p = 0.003 at 3 h, data not shown). l-DOPA-induced Nptx2 expression was significantly reduced by SL327 pretreatment (2-way ANOVA, lesion effect: F(1,36) = 8.5, p < 0.001; SL327 effect: F(1,36) = 5.4, p < 0.05; interaction: F(1,36) = 2.2, ns; Fig. 6B) and 2-fold higher in HD than in LD mice (Kruskal–Wallis ANOVA, H(2, 16) = 12.1, p < 0.01; Fig. 6C).
l-DOPA-induced dyskinesia are decreased in Narp KO mice
Nptx2 is an IEG induced by D1R stimulation in the striatum of 6-OHDA-lesioned rats (Berke et al., 1998) and encodes a neuronal activity-regulated pentraxin, Narp (also known as neuronal pentraxin II; Tsui et al., 1996). We investigated the possible role of Narp in LID by examining AIM development in mutant mice in which the Nptx2 gene had been invalidated (Narp KO mice; Bjartmar et al., 2006). Narp KO mice have neither apparent neurological deficit nor brain dysfunction (Bjartmar et al., 2006). Spontaneous locomotor activity of Narp KO mice was reported previously to be similar to WT mice (Pacchioni and Kalivas, 2009). To confirm these results, NARP KO mice (n = 6) and WT littermates (n = 8) were placed in a circular corridor where spontaneous locomotor activity was assessed for 90 min. The locomotor activity was not significantly different between genotypes (1/4 turns during 90 min (mean ± SEM): Narp KO 255 ± 36, WT mice 261 ± 53, Mann–Whitney test, ns). We first examined whether striatal proteins important for the signaling responses involved in LID generation were altered in Narp KO mice. Immunoblotting did not reveal any significant change in the striatal levels of Gαolf, the G-protein subunit coupling D1R to adenylyl cyclase in the striatum, the regulatory protein DARPP-32, or ERK 1 and ERK2 in the mice with homozygous or heterozygous deletion of Narp gene (Kruskall-Wallis ANOVA, ns for Gαolf, ERK1, ERK2, DARPP-32, and actin; H(2,35) = 9.8, p < 0.05, for Narp; Fig. 7A). This suggested no gross alteration of the D1R-dependent signaling cascade proteins in Narp KO mice. To investigate the role of Narp in LID development, Narp KO mice and WT littermates were unilaterally injected with 6-OHDA into the striatum and chronically treated with l-DOPA using an escalating dose protocol (5, 10, and 20 mg/kg i.p. daily for 5 d for each dose; Lundblad et al., 2004). The reduction in TH immunoreactivity in the striatum was similar in WT and Narp KO mice, showing that the lesion of dopamine neurons was comparable in the two groups of mice (2-way ANOVA, lesion effect: F(1,66) = 65.34, p < 0.001; genotype effect: F(1,66) = 0.85, ns; interaction, F(1,66) = 0.09, ns; Fig. 7B). We then compared AIMs in mutant and WT mice. We observed a significant decrease in AIM score in Narp KO mice compared with WT mice throughout the escalating doses (2-way repeated-measures ANOVA, genotype effect: F(1,36) = 4.13, p < 0.05; dose effect: F(2,72) = 49.84, p < 0.001; interaction: F(2,72) = 1.39, ns; Fig. 7C). Post hoc analysis found a significantly decreased score in the mutant mice at the end of the trial at 20 mg/kg l-DOPA (Newman–Keuls, p < 0.05; Fig. 7C). At this dose, the time course of l-DOPA effects on AIMs indicated that the reduction was present throughout the period of action of l-DOPA (2-way repeated-measures ANOVA, genotype effect: F(1,36) = 6.17, p < 0.05; time effect: F(5,180) = 19.23, p < 0.001; interaction: F(5,180) = 2.32, p < 0.05; Fig. 7D). These results indicated that Narp is implicated in the development of AIMs induced by l-DOPA in unilaterally 6-OHDA lesioned mice.
Nptx2 in the striatum is involved in the development of l-DOPA-induced dyskinesia
To investigate whether Narp secretion in the striatum is involved in the development of LID, we used a mutant form of Narp that blocks secretion of WT Narp (Narp-N13) and a mutant that does not block secretion of WT Narp (Narp-N; O'Brien et al., 2002). In HEK293 cells, Narp-N13 prevented its secretion and reduced secretion of coexpressed WT Narp (Fig. 8A). Narp-N13 prevented expression of WT Narp on the cell surface of HEK293 cells (Fig. 8B). Narp-N did not prevent secretion of coexpressed WT Narp (Fig. 8A). WT mice were then injected in the dorsal striatum, concomitantly to 6-OHDA, with a recombinant AAV expressing Narp-N13 (AAV-DN13), Narp-N (AAV-Narp-N), or the green fluorescent protein (AAV-eGFP). Mice were chronically treated with l-DOPA using the same escalating dose protocol as for Narp KO mice. The reduction in TH immunoreactivity in the striatum was similar in all groups of mice (2-way ANOVA, lesion effect: F(1,18) = 60.7, p < 0.001; group effect: F(2,18) = 0.5, ns; interaction: F(2,18) = 0.17, ns; Fig. 8C). Mice injected with AAV-DN13 had a dramatic decrease of AIMs score compared with those injected with AAV-eGFP (2-way ANOVA, AAV effect: F(1,12) = 8.2, p < 0.01; dose effect: F(2,24) = 18.7, p < 0.001; interaction: F(2,24) = 8.4, p < 0.01) or AAV-Narp-N (2-way ANOVA, AAV effect: F(1,12) = 5.9, p < 0.05; dose effect: F(2,24) = 6.7, p < 0.01; interaction: F(2,24) = 2.2, ns; Fig. 8D). At 20 mg/kg, AIM scores were significantly different for AAV-DN13 compared with AAV-eGFP (2-way repeated-measures ANOVA, AAV effect: F(1,12) = 4.5, p < 0.05; time effect: F(4,48) = 4.5, p < 0.05; interaction: F(4,48) = 3.8, p < 0.01) or to AAV-Narp-N (2-way repeated-measures ANOVA, F(1,12) = 4.9, p < 0.05; time effect: F(4,48) = 1.8, ns; interaction: F(4,48) = 1.5, ns; Fig. 8E). Mice injected with the AAV-Narp-N were not significantly different from those injected with AAV-eGFP. Together, these results demonstrate that Narp secretion in the striatum is necessary for the LID development.
Discussion
Using an unbiased transcriptomic approach taking into account the time course of the effects, we identified a detailed gene expression signature induced by the first injection of l-DOPA in the striatum of unilaterally 6-OHDA-lesioned mice. We subsequently restricted this signature to genes in which deregulation was prevented by a MEK inhibitor, SL327. Finally, among those genes, we identified five that were associated with early LID development, FosB, Th, Nptx2, Ccrn4l, and Nedd4l. We focused on Nptx2, which encodes Narp, a protein regulating synaptic plasticity (Xu et al., 2003). We show that Nptx2 is an important factor in LID development by demonstrating that AIMs induced by a chronic treatment with l-DOPA in 6-OHDA-lesioned mice are decreased in Narp KO mice or by striatal expression of a dominant-negative mutant of Narp.
Gene expression analysis in the dopamine-depleted striatum highlighted a complex transcriptional response to acute l-DOPA administration. Our gene ontology analysis supports previous suggestions that l-DOPA changes corticostriatal synaptic plasticity homeostasis (Calabresi et al., 2000; Calon et al., 2000; Picconi et al., 2003), which results from the successive regulation of IEGs followed by a longer-lasting gene expression response (El Atifi-Borel et al., 2009; Cenci and Konradi, 2010). We found that l-DOPA regulates multiple catalytic and regulatory components of the D1R/PKA/DARPP-32/ERK cascades, which are thought to be implicated in LID development (Santini et al., 2007; Bateup et al., 2010). Overall, our results suggest that l-DOPA-induced gene expression in the striatum results in a rapid and profound downregulation of these cascades followed by a slow progressive return to basal level. This regulation is in agreement with the progressive decrease in l-DOPA-induced ERK phosphorylation and IEG production in the dopamine-denervated striatum after prolonged chronic treatment (Santini et al., 2007; Cenci and Konradi, 2010; Ding et al., 2011). Alterations of protein phosphatases at the mRNA level have been previously reported after dopamine depletion in rats by Meurers et al. (2009) who proposed that dopaminergic denervation resulted in “prodopaminergic phosphorylation” patterns. Our present results suggest that l-DOPA counteracts this state by producing a strong negative feedback on dopamine signaling. Together, these data indicate that dopamine regulates PKA/DARPP-32/ERK cascades through changes in protein phosphatase expression, resulting in their sensitization after dopamine depletion and their downregulation after treatment with l-DOPA. The mechanisms by which dopamine regulates the expression of protein phosphatases remain to be explored. None of these genes was significantly blocked by SL327 pretreatment in our experiments, suggesting an ERK-independent pathway.
D1R/PKA-mediated activation of ERK signaling after dopamine depletion has been suggested to play a major role in AIM development (Gerfen et al., 2002; Picconi et al., 2003; Santini et al., 2007; Westin et al., 2007; Schuster et al., 2008; Darmopil et al., 2009; Lindgren et al., 2009; Santini et al., 2009a; Santini et al., 2009b; Lebel et al., 2010; Santini et al., 2010; Francardo et al., 2011). The role of DARPP-32 in ERK activation by l-DOPA is debated because ERK phosphorylation was decreased in DARPP-32 KO mice in one study (Santini et al., 2007), but not in another one (Gerfen et al., 2008). A recent report using conditional KO of DARPP-32 in D1 MSN or a knock in mutation preventing phosphorylation of DARPP-32 by PKA support the role of DARPP-32 (Santini et al., 2012) and that LID is attenuated either by DARPP-32 general or conditional mutation (Santini et al., 2007, 2012, Bateup et al., 2010) or by blockade of ERK activation (Santini et al., 2007, Fasano et al., 2010). LID is proposed to result from a maladaptive plasticity of striatal neurons and long-term cellular alterations produced by the intense activation of ERK-dependent signaling pathways after the first l-DOPA treatments (Cenci and Konradi, 2010), whereas ERK activation ends to decrease in MSNs with repeated drug administration (Santini et al., 2007; Ding et al., 2011). In rats, only a few of the genes regulated after acute l-DOPA administration overlapped with those expressed after chronic exposure (El Atifi-Borel et al., 2009). By focusing on genes induced by the first administrations of l-DOPA, blocked by the MEK inhibitor SL327, and associated with the early development of AIMs, we postulated that we would be able to identify candidates involved in LID induction. Among the 5 genes identified by this approach, FosB was previously shown to be induced by l-DOPA and associated with dyskinesia (Andersson et al., 1999; Cenci et al., 1999; Heiman et al., 2014). Several lines of evidence support the role in LID of ΔFosB, a well characterized splice variant product of the FosB gene coding for a truncated stable protein. Overexpression of ΔFosB in the dopamine-denervated striatum reproduced abnormal movements when associated with l-DOPA (Cao et al., 2010), whereas overexpression of ΔJunD, a truncated form of JunD, acting as a dominant-negative form of ΔFosB decreased established LID in monkey (Berton et al., 2009). The second gene in our list, Th, encodes TH, the enzyme that converts tyrosine into l-DOPA. At first glance, this result may seem surprising because, in the striatum, TH protein levels are dramatically reduced after lesion of dopaminergic terminals. However, previous experiments identified a population of TH-positive neurons in the dopamine-depleted mouse striatum, which increased after l-DOPA treatment (Darmopil et al., 2008). These neurons corresponded to MSNs, in agreement with previous observations (Tashiro et al., 1989) and with a recent study showing increased TH mRNA in D1R-expressing MSNs (Heiman et al., 2014). The number of striatal TH-positive neurons correlates with the level of FosB and with the severity of LID in hemiparkinsonian mice (Francardo et al., 2011; Heiman et al., 2014). Our results suggest that TH expression in striatal neurons is regulated in an ERK-dependent manner and may be implicated in the occurrence of LID. Nedd4l encodes an E3 ubiquitin protein ligase that mediates the ubiquitination of multiple target substrates (Harvey and Kumar, 1999). Interestingly, recent findings suggest that l-DOPA impairs ubiquitin-proteasome activity in parkinsonism through D1R and may contribute to LID development (Berthet et al., 2012). Ccrn4l (CCR4 carbon catabolite repression 4-like) codes for nocturnin, a circadian deadenylase that confers resistance to diet-induced obesity (Green et al., 2007) and the function of which in the brain is not characterized. Interestingly, a recent study found that Th, Nedd4l, Ccrn4l, Nptx2, and FosB genes are deregulated preferentially in the D1R-expressing MSNs by chronic l-DOPA treatment (Heiman et al., 2014).
We focused on Nptx2, the most significantly differently expressed gene between highly and weakly dyskinetic mice after FosB. We found that AIMs generated by chronic administration of l-DOPA were significantly reduced in Narp KO mice, making it a prime candidate for the generation of LID. Moreover, expression of a dominant-negative form of Narp dramatically improved LID in lesioned WT mice. Nptx2 encodes Narp, a member of the neuronal pentraxin family also including neuronal pentraxin 1 (NP1) and the neuronal pentraxin receptor (NPR). Nptx2 is an IEG induced by neuronal activation (Tsui et al., 1996) and by D1R stimulation in the striatum of 6-OHDA-lesioned rats (Berke et al., 1998). Narp is a secreted protein that binds to the extracellular surface of AMPARs and regulates their synaptic clustering (O'Brien et al., 2002). In the hippocampus, Narp is enriched at excitatory synapses on parvalbumin interneurons (Chang et al., 2010). Narp and NP1 enhance glutamate signaling by clustering AMPA receptors and NPR mediates endocytosis of surface AMPARs during mGluR1-dependent LTD (Cho et al., 2008). Considering its crucial role in the homeostasis of synaptic plasticity, Narp overexpression after l-DOPA treatment may play a role in LID development by promoting abnormal plasticity of corticostriatal synapses through postsynaptic AMPAR clustering (Kobylecki et al., 2010) and may participate in ERK-dependent dysregulation of striatal synaptic plasticity (Cerovic et al., 2014). Our experiments showing decreased LID intensity in Narp KO mice or after expression of a dominant-negative form of Narp in the striatum support this hypothesis. Interestingly, increased Narp mRNA levels have been reported in the prefrontal cortex and substantia nigra of PD patients, with increased Narp immunoreactivity in Lewy bodies (Moran et al., 2008). Although the relevance of these findings for the development of LID remains to be determined, they may indicate a particular reactivity of Narp expression after dopamine depletion. Narp has also been found to play a role in long-term behavioral alterations associated with chronic stimulation of dopamine transmission, such as cocaine-induced behaviors (Pacchioni, 2009a,2009b). It will be important in future studies to determine how Narp, and possibly other neuronal pentraxin family members, regulate the stability of synaptic plasticity that underlies rapid and long-lasting changes in behavior related to dopamine depletion and l-DOPA therapy.
Our results confirm that a major effect of l-DOPA in the dopamine-depleted striatum is the induction of a molecular signature corresponding to intracellular signaling cascades regulating synaptic plasticity. The acute administration of l-DOPA regulates genes encoding positive and negative regulators of the D1R/PKA/DARPP-32/ERK cascades that most likely result in a global negative feedback, which may explain its progressive downregulation after repeated administration. We identified Narp as a candidate for the early development of LID, suggesting that the homeostasis of glutamate receptors at corticostriatal and/or thalamostriatal synapses is an important element of the maladaptive plasticity that leads to LID. Although extrapolation to human pathology has to be very cautious due to the intrinsic limitation of the animal model used in this study, early molecular events induced during the “induction” phase of l-DOPA treatment, such as Narp secretion, could be attractive targets for therapeutic intervention aimed at preventing LID occurrence in patients with PD.
Footnotes
The work was supported by the University Pierre and Marie Curie (UPMC), Inserm (Grant Inserm/DHOS 2008), the Fondation pour la Recherche Médicale, the Société française de pharmacologie et de thérapeutique, the Agence Nationale de la Recherche (Grant ANR09-MNPS-014), the Michael Stern Parkinson's Research Foundation, and the European Research Council. The research leading to these results has received funding from the program “Investissements d'avenir” ANR-10-IAIHU-06. P.W. was supported by National Institutes of Health Grant R01 NS039156.; We thank the staff of the Institut du Fer a Moulin Imaging and animal facilities and the staff of the Plateforme post-genomique P3S facility at the Pitié-Salpêtrière Hospital. Analyses were performed using Biometric Research Branch ArrayTools developed by Dr. Richard Simon and BRB-ArrayTools Development Team.
The authors declare no competing financial interests.
References
- Alcacer C, Santini E, Valjent E, Gaven F, Girault JA, Hervé D. Gα(olf) mutation allows parsing the role of cAMP-dependent and extracellular signal-regulated kinase-dependent signaling in L-3,4-dihydroxyphenylalanine-induced dyskinesia. J Neurosci. 2012;32:5900–5910. doi: 10.1523/JNEUROSCI.0837-12.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Andersson M, Hilbertson A, Cenci MA. Striatal fosB expression is causally linked with l-DOPA-induced abnormal involuntary movements and the associated upregulation of striatal prodynorphin mRNA in a rat model of Parkinson's disease. Neurobiol Dis. 1999;6:461–474. doi: 10.1006/nbdi.1999.0259. [DOI] [PubMed] [Google Scholar]
- Andersson M, Westin JE, Cenci MA. Time course of striatal DeltaFosB-like immunoreactivity and prodynorphin mRNA levels after discontinuation of chronic dopaminomimetic treatment. Eur J Neurosci. 2003;17:661–666. doi: 10.1046/j.1460-9568.2003.02469.x. [DOI] [PubMed] [Google Scholar]
- Aubert I, Guigoni C, Håkansson K, Li Q, Dovero S, Barthe N, Bioulac BH, Gross CE, Fisone G, Bloch B, Bezard E. Increased D1 dopamine receptor signaling in levodopa-induced dyskinesia. Ann Neurol. 2005;57:17–26. doi: 10.1002/ana.20296. [DOI] [PubMed] [Google Scholar]
- Bateup HS, Santini E, Shen W, Birnbaum S, Valjent E, Surmeier DJ, Fisone G, Nestler EJ, Greengard P. Distinct subclasses of medium spiny neurons differentially regulate striatal motor behaviors. Proc Natl Acad Sci U S A. 2010;107:14845–14850. doi: 10.1073/pnas.1009874107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berke JD, Paletzki RF, Aronson GJ, Hyman SE, Gerfen CR. A complex program of striatal gene expression induced by dopaminergic stimulation. J Neurosci. 1998;18:5301–5310. doi: 10.1523/JNEUROSCI.18-14-05301.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berthet A, Bezard E, Porras G, Fasano S, Barroso-Chinea P, Dehay B, Martinez A, Thiolat ML, Nosten-Bertrand M, Giros B, Baufreton J, Li Q, Bloch B, Martin-Negrier ML. L-DOPA impairs proteasome activity in parkinsonism through D1 dopamine receptor. J Neurosci. 2012;32:681–691. doi: 10.1523/JNEUROSCI.1541-11.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berton O, Guigoni C, Li Q, Bioulac BH, Aubert I, Gross CE, Dileone RJ, Nestler EJ, Bezard E. Striatal overexpression of DeltaJunD resets L-DOPA-induced dyskinesia in a primate model of Parkinson disease. Biol Psychiatry. 2009;66:554–561. doi: 10.1016/j.biopsych.2009.04.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bjartmar L, Huberman AD, Ullian EM, Rentería RC, Liu X, Xu W, Prezioso J, Susman MW, Stellwagen D, Stokes CC, Cho R, Worley P, Malenka RC, Ball S, Peachey NS, Copenhagen D, Chapman B, Nakamoto M, Barres BA, Perin MS. Neuronal pentraxins mediate synaptic refinement in the developing visual system. J Neurosci. 2006;26:6269–6281. doi: 10.1523/JNEUROSCI.4212-05.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Calabresi P, Gubellini P, Centonze D, Picconi B, Bernardi G, Chergui K, Svenningsson P, Fienberg AA, Greengard P. Dopamine and cAMP-regulated phosphoprotein 32 kDa controls both striatal long-term depression and long-term potentiation, opposing forms of synaptic plasticity. J Neurosci. 2000;20:8443–8451. doi: 10.1523/JNEUROSCI.20-22-08443.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Calabresi P, Picconi B, Tozzi A, Di Filippo M. Dopamine-mediated regulation of corticostriatal synaptic plasticity. Trends Neurosci. 2007;30:211–219. doi: 10.1016/j.tins.2007.03.001. [DOI] [PubMed] [Google Scholar]
- Calon F, Hadj Tahar A, Blanchet PJ, Morissette M, Grondin R, Goulet M, Doucet JP, Robertson GS, Nestler E, Di Paolo T, Bédard PJ. Dopamine-receptor stimulation: biobehavioral and biochemical consequences. Trends Neurosci. 2000;23:S92–S100. doi: 10.1016/S1471-1931(00)00026-4. [DOI] [PubMed] [Google Scholar]
- Cao X, Yasuda T, Uthayathas S, Watts RL, Mouradian MM, Mochizuki H, Papa SM. Striatal overexpression of DeltaFosB reproduces chronic levodopa-induced involuntary movements. J Neurosci. 2010;30:7335–7343. doi: 10.1523/JNEUROSCI.0252-10.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cenci MA, Konradi C. Maladaptive striatal plasticity in L-DOPA-induced dyskinesia. Prog Brain Res. 2010;183:209–233. doi: 10.1016/S0079-6123(10)83011-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cenci MA, Tranberg A, Andersson M, Hilbertson A. Changes in the regional and compartmental distribution of FosB- and JunB-like immunoreactivity induced in the dopamine-denervated rat striatum by acute or chronic L-DOPA treatment. Neuroscience. 1999;94:515–527. doi: 10.1016/S0306-4522(99)00294-8. [DOI] [PubMed] [Google Scholar]
- Cerovic M, Bagetta V, Pendolino V, Ghiglieri V, Fasano S, Morella I, Hardingham N, Heuer A, Papale A, Marchisella F, Giampà C, Calabresi P, Picconi B, Brambilla R. Derangement of Ras-guanine nucleotide-releasing factor 1 (Ras-GRF1) and extracellular signal-regulated kinase (ERK) dependent striatal plasticity in L-DOPA-induced dyskinesia. Biol Psychiatry. 2014 doi: 10.1016/j.biopsych.2014.04.002. doi: 10.1016/j.biopsych.2014.04.002. Advance online publication. [DOI] [PubMed] [Google Scholar]
- Chang MC, Park JM, Pelkey KA, Grabenstatter HL, Xu D, Linden DJ, Sutula TP, McBain CJ, Worley PF. Narp regulates homeostatic scaling of excitatory synapses on parvalbumin-expressing interneurons. Nat Neurosci. 2010;13:1090–1097. doi: 10.1038/nn.2621. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cho RW, Park JM, Wolff SB, Xu D, Hopf C, Kim JA, Reddy RC, Petralia RS, Perin MS, Linden DJ, Worley PF. mGluR1/5-dependent long-term depression requires the regulated ectodomain cleavage of neuronal pentraxin NPR by TACE. Neuron. 2008;57:858–871. doi: 10.1016/j.neuron.2008.01.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Corvol JC, Muriel MP, Valjent E, Féger J, Hanoun N, Girault JA, Hirsch EC, Hervé D. Persistent increase in olfactory type G-protein alpha subunit levels may underlie D1 receptor functional hypersensitivity in Parkinson disease. J Neurosci. 2004;24:7007–7014. doi: 10.1523/JNEUROSCI.0676-04.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Darmopil S, Muñetón-Gómez VC, de Ceballos ML, Bernson M, Moratalla R. Tyrosine hydroxylase cells appearing in the mouse striatum after dopamine denervation are likely to be projection neurones regulated by L-DOPA. Eur J Neurosci. 2008;27:580–592. doi: 10.1111/j.1460-9568.2008.06040.x. [DOI] [PubMed] [Google Scholar]
- Darmopil S, Martín AB, De Diego IR, Ares S, Moratalla R. Genetic inactivation of dopamine D1 but not D2 receptors inhibits L-DOPA-induced dyskinesia and histone activation. Biol Psychiatry. 2009;66:603–613. doi: 10.1016/j.biopsych.2009.04.025. [DOI] [PubMed] [Google Scholar]
- Ding Y, Won L, Britt JP, Lim SA, McGehee DS, Kang UJ. Enhanced striatal cholinergic neuronal activity mediates L-DOPA-induced dyskinesia in parkinsonian mice. Proc Natl Acad Sci U S A. 2011;108:840–845. doi: 10.1073/pnas.1006511108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- During MJ, Young D, Baer K, Lawlor P, Klugmann M. Development and optimization of adeno-asssociated virus vector transfer into the central nervous system. Methods Mol Med. 2003;76:221–236. doi: 10.1385/1-59259-304-6:221. [DOI] [PubMed] [Google Scholar]
- Duvoisin RC. Variations in the “on-off” phenomenon. Adv Neurol. 1974;5:339–340. [PubMed] [Google Scholar]
- El Atifi-Borel M, Buggia-Prevot V, Platet N, Benabid AL, Berger F, Sgambato-Faure V. De novo and long-term l-Dopa induce both common and distinct striatal gene profiles in the hemiparkinsonian rat. Neurobiol Dis. 2009;34:340–350. doi: 10.1016/j.nbd.2009.02.002. [DOI] [PubMed] [Google Scholar]
- Fasano S, Bezard E, D'Antoni A, Francardo V, Indrigo M, Qin L, Doveró S, Cerovic M, Cenci MA, Brambilla R. Inhibition of Ras-guanine nucleotide-releasing factor 1 (Ras-GRF1) signaling in the striatum reverts motor symptoms associated with L-DOPA-induced dyskinesia. Proc Natl Acad Sci U S A. 2010;107:21824–21829. doi: 10.1073/pnas.1012071107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Francardo V, Recchia A, Popovic N, Andersson D, Nissbrandt H, Cenci MA. Impact of the lesion procedure on the profiles of motor impairment and molecular responsiveness to L-DOPA in the 6-hydroxydopamine mouse model of Parkinson's disease. Neurobiol Dis. 2011;42:327–340. doi: 10.1016/j.nbd.2011.01.024. [DOI] [PubMed] [Google Scholar]
- Gerfen CR, Engber TM, Mahan LC, Susel Z, Chase TN, Monsma FJ, Jr, Sibley DR. D1 and D2 dopamine receptor-regulated gene expression of striatonigral and striatopallidal neurons. Science. 1990;250:1429–1432. doi: 10.1126/science.2147780. [DOI] [PubMed] [Google Scholar]
- Gerfen CR, Miyachi S, Paletzki R, Brown P. D1 dopamine receptor supersensitivity in the dopamine-depleted striatum results from a switch in the regulation of ERK1/2/MAP kinase. J Neurosci. 2002;22:5042–5054. doi: 10.1523/JNEUROSCI.22-12-05042.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gerfen CR, Paletzki R, Worley P. Differences between dorsal and ventral striatum in Drd1a dopamine receptor coupling of dopamine- and cAMP-regulated phosphoprotein-32 to activation of extracellular signal-regulated kinase. J Neurosci. 2008;28:7113–7120. doi: 10.1523/JNEUROSCI.3952-07.2008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Green CB, Douris N, Kojima S, Strayer CA, Fogerty J, Lourim D, Keller SR, Besharse JC. Nocturnin, a circadian deadenylase, confers resistance to hepatic steatosis and diet-induced obesity. Proc Natl Acad Sci U S A. 2007;104:9888–9893. doi: 10.1073/pnas.0702448104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harvey KF, Kumar S. Nedd4-like proteins: an emerging family of ubiquitin-protein ligases implicated in diverse cellular functions. Trends Cell Biol. 1999;9:166–169. doi: 10.1016/S0962-8924(99)01541-X. [DOI] [PubMed] [Google Scholar]
- Heiman M, Heilbut A, Francardo V, Kulicke R, Fenster RJ, Kolaczyk ED, Mesirov JP, Surmeier DJ, Cenci MA, Greengard P. Molecular adaptations of striatal spiny projection neurons during levodopa-induced dyskinesia. Proc Natl Acad Sci U S A. 2014;111:4578–4583. doi: 10.1073/pnas.1401819111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hervé D, Lévi-Strauss M, Marey-Semper I, Verney C, Tassin JP, Glowinski J, Girault JA. G(olf) and Gs in rat basal ganglia: possible involvement of G(olf) in the coupling of dopamine D1 receptor with adenylyl cyclase. J Neurosci. 1993;13:2237–2248. doi: 10.1523/JNEUROSCI.13-05-02237.1993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang da W, Sherman BT, Lempicki RA. Systematic and integrative analysis of large gene lists using DAVID Bioinformatics Resources. Nat Protoc. 2009a;4:44–57. doi: 10.1038/nprot.2008.211. [DOI] [PubMed] [Google Scholar]
- Huang da W, Sherman BT, Lempicki RA. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009b;37:1–13. doi: 10.1093/nar/gkn923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huot P, Lévesque M, Parent A. The fate of striatal dopaminergic neurons in Parkinson's disease and Huntington's chorea. Brain. 2007;130:222–232. doi: 10.1093/brain/awl332. [DOI] [PubMed] [Google Scholar]
- Jenner P. Molecular mechanisms of L-DOPA-induced dyskinesia. Nat Rev Neurosci. 2008;9:665–677. doi: 10.1038/nrn2471. [DOI] [PubMed] [Google Scholar]
- Kobylecki C, Cenci MA, Crossman AR, Ravenscroft P. Calcium-permeable AMPA receptors are involved in the induction and expression of l-DOPA-induced dyskinesia in Parkinson's disease. J Neurochem. 2010;114:499–511. doi: 10.1111/j.1471-4159.2010.06776.x. [DOI] [PubMed] [Google Scholar]
- Kreitzer AC, Malenka RC. Endocannabinoid-mediated rescue of striatal LTD and motor deficits in Parkinson's disease models. Nature. 2007;445:643–647. doi: 10.1038/nature05506. [DOI] [PubMed] [Google Scholar]
- Lebel M, Chagniel L, Bureau G, Cyr M. Striatal inhibition of PKA prevents levodopa-induced behavioural and molecular changes in the hemiparkinsonian rat. Neurobiol Dis. 2010;38:59–67. doi: 10.1016/j.nbd.2009.12.027. [DOI] [PubMed] [Google Scholar]
- Lindgren HS, Ohlin KE, Cenci MA. Differential involvement of D1 and D2 dopamine receptors in L-DOPA-induced angiogenic activity in a rat model of Parkinson's disease. Neuropsychopharmacology. 2009;34:2477–2488. doi: 10.1038/npp.2009.74. [DOI] [PubMed] [Google Scholar]
- Lundblad M, Andersson M, Winkler C, Kirik D, Wierup N, Cenci MA. Pharmacological validation of behavioural measures of akinesia and dyskinesia in a rat model of Parkinson's disease. Eur J Neurosci. 2002;15:120–132. doi: 10.1046/j.0953-816x.2001.01843.x. [DOI] [PubMed] [Google Scholar]
- Lundblad M, Picconi B, Lindgren H, Cenci MA. A model of L-DOPA-induced dyskinesia in 6-hydroxydopamine lesioned mice: relation to motor and cellular parameters of nigrostriatal function. Neurobiol Dis. 2004;16:110–123. doi: 10.1016/j.nbd.2004.01.007. [DOI] [PubMed] [Google Scholar]
- Lundblad M, Usiello A, Carta M, Håkansson K, Fisone G, Cenci MA. Pharmacological validation of a mouse model of l-DOPA-induced dyskinesia. Exp Neurol. 2005;194:66–75. doi: 10.1016/j.expneurol.2005.02.002. [DOI] [PubMed] [Google Scholar]
- Meurers BH, Dziewczapolski G, Shi T, Bittner A, Kamme F, Shults CW. Dopamine depletion induces distinct compensatory gene expression changes in DARPP-32 signal transduction cascades of striatonigral and striatopallidal neurons. J Neurosci. 2009;29:6828–6839. doi: 10.1523/JNEUROSCI.5310-08.2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Moran LB, Hickey L, Michael GJ, Derkacs M, Christian LM, Kalaitzakis ME, Pearce RK, Graeber MB. Neuronal pentraxin II is highly upregulated in Parkinson's disease and a novel component of Lewy bodies. Acta Neuropathol. 2008;115:471–478. doi: 10.1007/s00401-007-0309-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nadjar A, Gerfen CR, Bezard E. Priming for L-DOPA-induced dyskinesia in Parkinson's disease: a feature inherent to the treatment or the disease? Prog Neurobiol. 2009;87:1–9. doi: 10.1016/j.pneurobio.2008.09.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Obeso JA, Rodriguez-Oroz MC, Rodriguez M, DeLong MR, Olanow CW. Pathophysiology of levodopa-induced dyskinesias in Parkinson's disease: problems with the current model. Ann Neurol. 2000;47:S22–S32. discussion S32–S34. [PubMed] [Google Scholar]
- O'Brien R, Xu D, Mi R, Tang X, Hopf C, Worley P. Synaptically targeted Narp plays an essential role in the aggregation of AMPA receptors at excitatory synapses in cultured spinal neurons. J Neurosci. 2002;22:4487–4498. doi: 10.1523/JNEUROSCI.22-11-04487.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pacchioni AM, Kalivas PW. The role of AMPAR trafficking mediated by neuronal pentraxins in cocaine-induced neuroadaptations. Mol Cell Pharmacol. 2009a;1:183–192. doi: 10.4255/mcpharmacol.09.08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pacchioni AM, Vallone J, Worley PF, Kalivas PW. Neuronal pentraxins modulate cocaine-induced neuroadaptations. J Pharmacol Exp Ther. 2009b;328:183–192. doi: 10.1124/jpet.108.143115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pavón N, Martín AB, Mendialdua A, Moratalla R. ERK phosphorylation and FosB expression are associated with L-DOPA-induced dyskinesia in hemiparkinsonian mice. Biol Psychiatry. 2006;59:64–74. doi: 10.1016/j.biopsych.2005.05.044. [DOI] [PubMed] [Google Scholar]
- Paxinos G, Franklin KBJ. The mouse brain in stereotaxic coordinates. Ed 2. San Diego: Academic; 2001. [Google Scholar]
- Picconi B, Centonze D, Håkansson K, Bernardi G, Greengard P, Fisone G, Cenci MA, Calabresi P. Loss of bidirectional striatal synaptic plasticity in L-DOPA-induced dyskinesia. Nat Neurosci. 2003;6:501–506. doi: 10.1038/nn1040. [DOI] [PubMed] [Google Scholar]
- Putterman DB, Munhall AC, Kozell LB, Belknap JK, Johnson SW. Evaluation of levodopa dose and magnitude of dopamine depletion as risk factors for levodopa-induced dyskinesia in a rat model of Parkinson's disease. J Pharmacol Exp Ther. 2007;323:277–284. doi: 10.1124/jpet.107.126219. [DOI] [PubMed] [Google Scholar]
- Rangel-Barajas C, Silva I, Lopéz-Santiago LM, Aceves J, Erlij D, Florán B. L-DOPA-induced dyskinesia in hemiparkinsonian rats is associated with up-regulation of adenylyl cyclase type V/VI and increased GABA release in the substantia nigra reticulata. Neurobiol Dis. 2011;41:51–61. doi: 10.1016/j.nbd.2010.08.018. [DOI] [PubMed] [Google Scholar]
- Saeed AI, Sharov V, White J, Li J, Liang W, Bhagabati N, Braisted J, Klapa M, Currier T, Thiagarajan M, Sturn A, Snuffin M, Rezantsev A, Popov D, Ryltsov A, Kostukovich E, Borisovsky I, Liu Z, Vinsavich A, Trush V, Quackenbush J. TM4: a free, open-source system for microarray data management and analysis. Biotechniques. 2003;34:374–378. doi: 10.2144/03342mt01. [DOI] [PubMed] [Google Scholar]
- Santini E, Valjent E, Usiello A, Carta M, Borgkvist A, Girault JA, Hervé D, Greengard P, Fisone G. Critical involvement of cAMP/DARPP-32 and extracellular signal-regulated protein kinase signaling in L-DOPA-induced dyskinesia. J Neurosci. 2007;27:6995–7005. doi: 10.1523/JNEUROSCI.0852-07.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santini E, Alcacer C, Cacciatore S, Heiman M, Hervé D, Greengard P, Girault JA, Valjent E, Fisone G. L-DOPA activates ERK signaling and phosphorylates histone H3 in the striatonigral medium spiny neurons of hemiparkinsonian mice. J Neurochem. 2009a;108:621–633. doi: 10.1111/j.1471-4159.2008.05831.x. [DOI] [PubMed] [Google Scholar]
- Santini E, Heiman M, Greengard P, Valjent E, Fisone G. Inhibition of mTOR signaling in Parkinson's disease prevents L-DOPA-induced dyskinesia. Sci Signal. 2009b;2:ra36. doi: 10.1126/scisignal.2000308. [DOI] [PubMed] [Google Scholar]
- Santini E, Sgambato-Faure V, Li Q, Savasta M, Dovero S, Fisone G, Bezard E. Distinct changes in cAMP and extracellular signal-regulated protein kinase signalling in L-DOPA-induced dyskinesia. PLoS One. 2010;5:e12322. doi: 10.1371/journal.pone.0012322. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santini E, Feyder M, Gangarossa G, Bateup HS, Greengard P, Fisone G. Dopamine-and cAMP-regulated phosphoprotein of 32-kDa (DARPP-32)-dependent activation of extracellular signal-regulated kinase (ERK) and mammalian target of rapamycin complex 1 (mTORC1) signaling in experimental parkinsonism. J Biol Chem. 2012;287:27806–27812. doi: 10.1074/jbc.M112.388413. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schuster S, Nadjar A, Guo JT, Li Q, Ittrich C, Hengerer B, Bezard E. The 3-hydroxy-3-methylglutaryl-CoA reductase inhibitor lovastatin reduces severity of L-DOPA-induced abnormal involuntary movements in experimental Parkinson's disease. J Neurosci. 2008;28:4311–4316. doi: 10.1523/JNEUROSCI.4720-07.2008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shen W, Flajolet M, Greengard P, Surmeier DJ. Dichotomous dopaminergic control of striatal synaptic plasticity. Science. 2008;321:848–851. doi: 10.1126/science.1160575. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tashiro Y, Sugimoto T, Hattori T, Uemura Y, Nagatsu I, Kikuchi H, Mizuno N. Tyrosine hydroxylase-like immunoreactive neurons in the striatum of the rat. Neurosci Lett. 1989;97:6–10. doi: 10.1016/0304-3940(89)90130-4. [DOI] [PubMed] [Google Scholar]
- Tsui CC, Copeland NG, Gilbert DJ, Jenkins NA, Barnes C, Worley PF. Narp, a novel member of the pentraxin family, promotes neurite outgrowth and is dynamically regulated by neuronal activity. J Neurosci. 1996;16:2463–2478. doi: 10.1523/JNEUROSCI.16-08-02463.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Valjent E, Pascoli V, Svenningsson P, Paul S, Enslen H, Corvol JC, Stipanovich A, Caboche J, Lombroso PJ, Nairn AC, Greengard P, Hervé D, Girault JA. Regulation of a protein phosphatase cascade allows convergent dopamine and glutamate signals to activate ERK in the striatum. Proc Natl Acad Sci U S A. 2005;102:491–496. doi: 10.1073/pnas.0408305102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Westin JE, Vercammen L, Strome EM, Konradi C, Cenci MA. Spatiotemporal pattern of striatal ERK1/2 phosphorylation in a rat model of L-DOPA-induced dyskinesia and the role of dopamine D1 receptors. Biol Psychiatry. 2007;62:800–810. doi: 10.1016/j.biopsych.2006.11.032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu D, Hopf C, Reddy R, Cho RW, Guo L, Lanahan A, Petralia RS, Wenthold RJ, O'Brien RJ, Worley P. Narp and NP1 form heterocomplexes that function in developmental and activity-dependent synaptic plasticity. Neuron. 2003;39:513–528. doi: 10.1016/s0896-6273(03)00463-x. [DOI] [PubMed] [Google Scholar]