Abstract
Many of the genes disrupted in autism are identified as histone-modifying enzymes and chromatin remodelers, most prominently those that mediate histone methylation/demethylation. However, the role of histone methylation enzymes in the pathophysiology and treatment of autism remains unknown. To address this, we used mouse models of haploinsufficiency of the Shank3 gene (a highly penetrant monogenic autism risk factor), which exhibits prominent autism-like social deficits. We found that histone methyltransferases EHMT1 and EHMT2, as well as histone lysine 9 dimethylation (specifically catalyzed by EHMT1/2), were selectively increased in the prefrontal cortex (PFC) of Shank3-deficient mice and autistic human postmortem brains. Treatment with the EHMT1/2 inhibitor UNC0642 or knockdown of EHMT1/2 in PFC induced a robust rescue of autism-like social deficits in Shank3-deficient mice, and restored NMDAR-mediated synaptic function. Activity-regulated cytoskeleton-associated protein (Arc) was identified as one of the causal factors underlying the rescuing effects of UNC0642 on NMDAR function and social behaviors in Shank3-deficient mice. UNC0642 treatment also restored a large set of genes involved in neural signaling in PFC of Shank3-deficient mice. These results suggest that targeting histone methylation enzymes to adjust gene expression and ameliorate synaptic defects could be a potential therapeutic strategy for autism.
INTRODUCTION
Autism is a devastating neurodevelopmental disorder characterized by impaired social interaction and repetitive behaviors. Complicated synaptic, transcriptional, and epigenetic mechanisms have been implicated in the disease1–4. Interestingly, many prominent autism risk factors are identified as histone-modifying enzymes that mediate histone methylation/demethylation5.
Lysine (K) residues on histone proteins can be mono-, di- or tri-methylated by specific histone methyltransferases (HMTs), which are associated with gene activation or repression6, 7. H3K4 methyltransferases KMT2C (MLL3), ASH1L and SETD5, H3K4 demethylase KDM5B, H3K9 demethylases KDM3A and KDM4B, H3K27 demethylases KDM6A and KDM6B are all found to be disrupted in autism5. Analyses of postmortem frontal cortex from autism spectrum disorder (ASD) patients have found the altered trimethylated H3K4 landscape8. H3K9 methyltransferase EHMT1 is causally linked to intellectual disability in humans9, 10. Reduced exploration, increased anxiety and altered social behavior are found in heterozygous EHMT1 knockout mice11. However, the potential of targeting histone methylation enzymes to treat autism remains largely unknown.
In this study, we sought to explore the therapeutic potential of targeting histone methylation for autism by using mouse models that exhibit the prominent “core symptoms” of autism12. Haploinsufficiency of the Shank3 gene that encodes a synaptic scaffolding protein at glutamatergic synapses13 contributes to ~1% of all ASD cases14–17. Thus, the Shank3-deficient mice that recapitulate pronounced autism-like social preference deficits18–20 were selected in this study for the discovery of potential targets for autism treatment.
We focused on prefrontal cortex (PFC), a neural circuitry that plays an essential role in mediating social cognition21. It has been found that glutamatergic neurons in PFC are severely impaired in autistic children22 and Shank3-deficient non-human primate23. Here we sought to identify the HMTs that are altered in the PFC of Shank3-deficient mice, and reveal the rescuing effects of pharmacological agents targeting these HMTs on autistic behavioral and synaptic deficits in this autism model.
MATERIALS AND METHODS
Animals, Human Postmortem Tissues, and Reagents
All animal studies were performed with the approval of the Institutional Animal Care and Use Committee (IACUC) of the State University of New York at Buffalo. Shank3+/ΔC mice expressing C-terminal (exon 21) deleted Shank3 (Jackson Labs, Bar Harbor, ME) were generated and maintained as previously described18, 24. Because only heterozygous deletion or loss-of-function mutation in the Shank3 gene has been linked to human autism and intellectual disability15, 16, and female Shank3+/ΔC mice lack autism-like social deficits, only male heterozygous Shank3+/ΔC mice (5–8 weeks old), and age- and sex-matched wild-type littermates, were used in this study. Homozygous male and female Shank3e4–9 mice with the loss of major isoforms of the Shank3 gene resulting from the deletion of N-terminal exons 4–9 (kindly provided by Dr. Yong-Hui Jiang at Duke University), were also used. Frozen human postmortem tissues (Brodmann’s Area 9) were provided by NIH NeuroBioBank. See Supplementary Materials and Methods for details.
Quantitative Real-time RT-PCR and Western Blotting
All biochemical analysis were performed as previously described25, 26. See Supplementary Materials and Methods for details.
Behavioral Testing
Behavioral studies, including social preference test, social approach test, Rota-rod test, self-grooming test, locomotion test and elevated plus maze test, were preformed to examine the social behavior, motor coordination, repetitive behavior, locomotor activity and anxiety-like behavior18, 19. Detailed information is included in Supplementary Methods.
Viral Gene Transfer
The shRNA oligonucleotide targeting mouse Ehmt1 (CGCTATGATGATGATGAATAA), Ehmt2 (CCGAGAGAGTTCATAGCTCTT), or Arc (GAGGAGGAGATCATTCAGTAT) sequence was inserted to the lentiviral vector pLKO.3G (Addgene), which contains an eGFP reporter. The virus production was performed as previously described18, 26. Arc CRISPR activation lentiviral particle (Santa Cruz Biotech., sc-419184-LAC) was delivered to PFC for Arc overexpression. See Supplementary Materials and Methods for details.
Immunohistochemistry
Immunostaining was carried out using the standard free-floating methods. Details on staining, image acquisition and quantification are included in Supplementary Methods.
Electrophysiological Recordings in slices.
Whole-cell voltage-clamp recording technique was used to measure synaptic currents in layer V pyramidal neurons of prefrontal cortical slices, as previously described 19, 26–28. See Supplementary Materials and Methods for details.
RNA Sequencing and analysis
Detailed information on data acquisition and analysis is included in Supplementary Materials and Methods.
Chromatin Immunoprecipitation (ChIP)
ChIP samples were prepared and ChIP assay was performed as previously described19, 26, 29. Details are included in Supplementary Materials and Methods.
Primary Neuronal Culture
Rat PFC cultures were prepared as described previously27. See Supplementary Materials and Methods for details.
Statistics
All data were expressed as the mean ± sem. No sample was excluded from the analysis. The sample size was based on power analyses and was similar to those reported in previous works18, 19, 26, 28. Each set of the experiments was replicated at least 3 times. There is no variance difference between the groups that are being statistically compared. Experiments with two groups were analyzed statistically using unpaired Student’s t-tests. Experiments with more than two groups were subjected to one-way ANOVA, two-way ANOVA, two-way repeated measure ANOVA (rmANOVA), or three-way ANOVA, followed by post hoc Bonferroni’s multiple comparisons tests with correction.
RESULTS
Histone K9 dimethylation is specifically altered in the PFC of Shank3-deficient mice and autistic human postmortem brains.
To reveal the role of histone methylation in autism pathophysiology, we first examined lysine methyltransferases (KMTs) that control H3K9, H3K4 or H3K27 methylation. Heterozygous Shank3+/ΔC mice (male, 5–6 weeks old), that have lost full-length Shank3 expression and synaptic localization of Shank3 due to the deletion of C-terminal (exon 21) Shank318 were used as a model of Shank3 haploinsufficency. Among the 10 KMTs tested, the transcription of euchromatic histone methyltransferases Ehmt1 and Ehmt2 was selectively unregulated (~40.7% and ~23.3% increase, respectively; P = 0.013 and P = 0.0058, t-test) in the PFC of Shank3+/ΔC mice, compared to WT mice (Fig. 1a). No changes were found on the mRNA level of the chromatin remodeler Chd8 (an autism risk factor5) (Fig. 1a). Along with the significantly increased EHMT1 and EHMT2 protein expression in the PFC of Shank3+/ΔC mice (Fig. 1b, ~23.7% and ~28.3% increase, respectively; P = 0.019 and P = 0.0097, t-test), the level of H3K9 dimethylation (H3K9me2), which is specifically catalyzed by EHMT1/2 and is associated with gene silencing30, 31, was also significantly elevated (Fig. 1c, ~38.1% increase; P = 0.028, t-test), while the level of H3K4me3 and H3K27me3 was largely unchanged (Fig. 1c). Immunostaining of H3K9me2 and NeuN (a neuronal marker) showed that most PFC neurons exhibited the significantly elevated H3K9me2 signaling (Fig. 1d and 1e, ~129.2% increase, P < 0.0001, t-test). In the dorsal striatum or ventral tegmental area (VTA) of Shank3+/ΔC mice, Ehmt1 and Ehmt2 mRNA levels were not altered (Fig. S1a and 1b). Consistently, immunohistochemical studies found that H3K9me2 level in striatum (Fig. S1c), dentate gyrus (Fig. S1d) and CA1 (Fig. S1e) was largely unchanged in Shank3+/ΔC mice.
We next investigated the potential molecular mechanism underlying the elevation of nuclear proteins EHMT1/2 by the loss of synaptic protein Shank3. Our previous studies have found that Shank3 interacts with β-catenin19, a dual function protein regulating both cell-cell adhesion and gene transcription. Loss of Shank3 results in the translocation of β-catenin from synapses into the nucleus19, where β-catenin could form complexes with transcription factor TCF/LEF to activate target genes32. Multiple TCF/LEF binding sites were identified at the promoter region of Ehmt1 and Ehmt2 (Fig. 1f). Using chromatin immunoprecipitation (ChIP) assays with primers against TCF/LEF binding sites on Ehmt1 and Ehmt2, we found that β-catenin occupancy at Ehmt1 and Ehmt2 promoters was significantly increased in PFC of Shank3+/ΔC mice (Fig. 1f, ~48.5% and ~31.6% increase, respectively; P = 0.031 and P = 0.033, t-test), suggesting that Shank3 deficiency results in Ehmt1/2 upregulation via β-catenin.
To find out the validity and translational value of our findings in the Shank3-deficient mouse model of autism, we compared EHMT1/2 mRNA levels in the postmortem PFC tissues (Brodmann’s area 9) from autism patients vs. age and sex-matched control subjects. Autism patients had a significantly higher level of EHMT2 mRNA (Fig. 1g, ~89.6% increase, P = 0.018, t-test), but not other tested histone methyltransferases. Elevated levels of EHMT2 protein (~97.9% increase, P = 0.038, t-test) and euchromatic H3K9me2 (~54.8% increase, P = 0.027, t-test) were also observed in BA9 region of ASD patients (Fig. 1h). Consistently, EHMT2 was found to be significantly elevated in the peripheral blood cells of Japanese autism subjects33. In addition, we observed an increased β-catenin protein level in the nuclear fraction of postmortem PFC tissues from autistic patients (Fig. 1h, ~85.1% increase, P = 0.009, t-test). The accumulated β-catenin in the nucleus could form complexes with transcription factor TCF/LEF to activate the expression of genes32, including EHMT2. Taken together, these data suggest that altered histone methylation in PFC, particularly abnormally high level of the repressive H3K9me2, occurs in autism.
EHMT1/2 inhibition or knockdown in PFC rescues autism-like social deficits and restores NMDAR function in Shank3-deficient mice.
Given the elevated EHMT1/2 expression in Shank3+/ΔC mice, we next examined the therapeutic potential of EHMT1/2 inhibitors. Systemic administration of UNC0642 (1 mg/kg, i.p., once daily for 3 days), a highly potent, selective and brain-permeable inhibitor of EHMT1 and EHMT234, significantly reduced the elevated level of H3K9me2 in the PFC of Shank3+/ΔC mice (Fig. 2a, ~41.9% decrease, F1,17 (treatment) = 13.38, P = 0.0019, two-way ANOVA). In the 3-chamber social preference assay, a brief UNC0642 treatment (1 mg/kg, i.p., 3x) of Shank3+/ΔC mice significantly increased the investigation time on the social stimulus (Fig. 2b and 2c, ~49.2% increase, F1,94 (interaction) = 10.83, P = 0.001, three-way ANOVA), as well as the preference for the social stimulus over the non-social object (Fig. 2d, ~117.0% increase, F1,47 (interaction) = 26.2, P < 0.0001, two-way ANOVA). In the social approach assay, UNC0642 treatment also restored the interaction time with the social stimulus in Shank3+/ΔC mice (Fig. 2e and 2f, ~57.6% increase, F1,37 (interaction) = 15.5, P < 0.001, two-way ANOVA). Importantly, the therapeutic effect of a single round UNC0642 treatment on social deficits in Shank3+/ΔC mice lasted for ~15 days post-injection, and repeated administration of UNC0642 still significantly improved social preference (Fig. 2g), as well as the social interaction time (Fig. S2a and S2b). Consistent with this time frame, the reducing effect of UNC0642 treatment (i.p., 3x) on global H3K9me2 level in Shank3+/ΔC mice was present at 8–10 days, but not 20 days, post-treatment (Fig. S2c and S2d). A lower dose of UNC0642 treatment (0.25 mg/kg, i.p., 3x) of Shank3+/ΔC mice failed to restore the social preference deficits (Fig. S2e), in agreement with its lack of effect on H3K9me2 (Fig. S2f), thus UNC0642 (1 mg/kg) was used in following studies. Systemic administration of BIX01294 (1.0 mg/kg, s.c., 3x), another specific EHMT1/2 inhibitor35, only induced a transient improvement of social preference in Shank3+/ΔC mice (Fig. S2g), which is probably because of the low potency of this compound36.
To find out whether the therapeutic effects of UNC0642 are mediated by EHMT1/2 inhibition in the PFC, we generated shRNA lentiviruses against EHMT1 and EHMT2, and stereotaxically injected them into medial PFC of Shank3+/ΔC mice. In vivo knockdown of EHMT1 and EHMT2 expression, as well as a significant reduction of H3K9me2, was confirmed in viral-infected PFC tissue from WT or Shank3+/ΔC mice (Fig. 2h, 26.9%−37.0% decrease; Fig. S3). In 3-chamber social preference assay, Shank3+/ΔC mice with PFC injection of EHMT1/2 shRNA exhibited the significantly increased social interaction time (Fig. 2i, ~67.2% increase, F1,72 (interaction) = 6.0, P = 0.017, three-way ANOVA) and social preference (Fig. 2j, ~188.0% increase, F1,32 (interaction) = 7.0, P = 0.013, two-way ANOVA), compared to those injected with a scrambled shRNA. In WT mice, EHMT1/2 knockdown did not change the social interaction time (Fig. 2i) or social preference (Fig. 2j). Taken together, these results indicated that EHMT1/2 inhibition or knockdown could lead to a robust rescue of autism-like social deficits in Shank3-deficient mice.
Next, we assessed the safety and potential side effects associated with UNC0642 treatment (1 mg/kg, i.p., 3x) by performing a general health screening and other behavioral assays. In blood chemistry and hematological analyses of UNC0642-treated animals, all the indicators for liver and kidney functions, as well as lipid and protein metabolism, were within normal ranges (Suppl. Table 1). UNC0642 treatment did not have an anxiogenic effect as measured by elevated plus maze tests (Fig. S4a). Repetitive grooming in Shank3+/ΔC mice was largely unaffected by UNC0642 treatment (Fig. S4b). Motor coordination as measured by rotarod tests and general movement as measured by locomotion tests were not affected by UNC0642 treatment (Fig. S4c and S4d). Loss of body weight, a sign of general health deficiency, was not observed in UNC0642-treated animals (Fig. S4e). All these data suggest the general safety of the UNC0642 regimen used in our studies, consistent with a lack of toxicity of UNC0642 treatment at a higher dose and longer duration (5 mg/kg, i.p. 5 days37).
To determine whether the therapeutic effect of UNC0642 is generally applicable in Shank3-associated autism conditions, we examined another Shank3-deficient mouse model, Shank3e4−9 mice, which have lost the major Shank3 isoforms because of the deletion of N-terminal (exon 4–9) Shank320. Levels of EHMT1 and EHMT2 proteins were significantly increased in the PFC of homozygous Shank3e4−9 mice, compared to WT mice (Fig. 3a, ~42.6% and ~23.8% increase, respectively, P = 0.046, P = 0.031, t-test). A significant increase of H3K9me2 was also detected in the PFC of Shank3e4−9 mice (Fig. 3b, ~49.3% increase), which was normalized by the systemic administration of UNC0642 (1 mg/kg, i.p., 3x, Fig. 3b, ~34.7% decrease, F2,15 = 6.60, P = 0.009, one-way ANOVA). In the 3-chamber social preference assay, UNC0642 treatment of Shank3e4−9 mice significantly increased the investigation time on the social stimulus (Fig. 3c and 3d, 42.3%−61.0% increase, F3,72 (interaction) = 9.48, P < 0.0001, two-way ANOVA), as well as the preference for the social stimulus over the non-social object (Fig. 3e, 152.6%−184.2% increase, F3,36 = 14.0, P < 0.0001, one-way ANOVA). The rescuing effect of UNC0642 on social deficits in Shank3e4−9 mice was still present at day 6 post-treatment (Fig. 3d and 3e), reminiscent of what was found in Shank3+/ΔC mice.
To determine the synaptic basis for the amelioration of autism-like behaviors by EHMT1/2 inhibition, we focused on the glutamatergic system, which is strongly linked to the pathophysiology of autism associated with Shank3 deficiency18, 20, 24, 38. NMDAR-mediated excitatory postsynaptic currents (EPSC) were measured in deep layer PFC pyramidal neurons, which were mostly affected in autistic children22, to examine the impact of UNC0642 treatment on NMDAR function. As shown in Fig. 4a, the input/output curves of NMDAR-EPSC induced by a series of stimuli of different intensities were significantly diminished in saline-injected Shank3+/ΔC mice (~28.0%−30.2% decrease), and UNC0642 treatment (1 mg/kg, i.p., 3x) restored NMDAR-EPSC to the control level (F1,219 (genotype x treatment) = 14.86, P < 0.0001, three-way ANOVA). In contrast, evoked AMPAR-EPSC was unaffected by Shank3 deficiency or UNC0642 treatment (Fig. 4b), and the amplitude and frequency of spontaneous AMPAR-EPSC showed no change across the genotypes and treatment groups (Fig. 4c and 4d). Consistent with the effect of UNC0642 on NMDAR function in PFC, knockdown of EHMT1/2 with the shRNA lentivirus in PFC of Shank3+/ΔC mice also led to the significant recovery of NMDAR-EPSC (Fig. 4e, F1,16 (interaction) = 11.49, P = 0.0037, two-way ANOVA). We further tested whether UNC0642 treatment could affect NMDAR synaptic function in other brain regions, such as striatum (STR). H3K9me2 protein level in STR was reduced by UNC0642 treatment (Fig. S5a), but NMDAR-EPSC was not affected by Shank3 deficiency or UNC0642 treatment (Fig. S5b).
The synaptic plasticity gene Arc is one of the key molecules mediating the rescuing effects of UNC0642 in Shank3-deficient mice.
Next, we sought to identify the molecular determinants mediating the rescuing effects of EHMT1/2 inhibition on autism-like synaptic and behavioral deficits in Shank3-deficient mice. We speculate that the transcription of certain genes important for neuronal signaling is downregulated in Shank3+/ΔC mice due to the abnormally high level of repressive H3K9me2, and UNC0642 treatment restores these genes expression by inhibiting H3K9me2 enrichment at their promoters. To test this, we focused on the risk factors for autism, schizophrenia or intellectual disability that are involved in regulating synaptic structure and function, including ankyrin 2 (Ank2), Cortactin-binding protein 2 (Cttnbp2), cortactin (Cttn) and activity-regulated cytoskeleton-associated protein (Arc)5, 39–42. As shown in Fig. 5a, the mRNA level of Arc was significantly lost in the PFC of Shank3+/ΔC mice, compared to WT mice (~52.2% decrease), which was markedly restored by UNC0642 treatment (~170.7% increase, F1,31 (interaction) = 9.07, P = 0.0051, two-way ANOVA). Meanwhile the mRNA levels of Ank2, Cttnbp2 and Cttn were not altered by Shank3 deficiency or UNC0642 treatment. Moreover, Arc protein expression was attenuated by Shank3 deficiency (Fig. 5b, ~58.7% decrease), and reversed by UNC0642 treatment (~125.7% increase, F1,24 (interaction) = 12.66, P = 0.016, two-way ANOVA). Additionally, UNC0642 treatment was unable to recover the mRNA level and protein level of Shank3 (Fig. 5a and 5b).
To find out whether the alteration of Arc transcription by Shank3 deficiency or UNC0642 treatment is due to the change in repressive H3K9me2 at the Arc promoter, we performed ChIP assays using PFC tissue. Arc transcriptional regulation depends on several enhancer elements upstream of transcription start sites (TSS), including serum response elements (SRE) at 0.9 kb, 1.5 kb and 6.5 kb43, 44, Zeste-like elements at 1.4 kb43, and distal enhancer synaptic activity-responsive element (SARE) at 7 kb45. H3K9me2 occupancy around these active enhancer elements was identified (Fig. 5c). Compared with WT mice, H3K9me2 enrichment at two loci of the Arc promoter was significantly increased in Shank3+/ΔC mice (Fig. 5d), and UNC0642 treatment reversed it to the wild-type level. These results suggest that the transcriptional regulation of Arc is dependent on histone K9 dimethylation.
We further examined whether the restoration of Arc expression was necessary for the rescuing effects of UNC0642 in Shank3-deficient mice. An shRNA lentivirus was generated to knock down Arc expression. Significantly lower expression of Arc was observed in viral-infected cortical cultures and PFC tissues from viral-injected WT or Shank3+/ΔC mice (Fig. S6). In Shank3+/ΔC mice with the stereotaxic injection of Arc shRNA lentivirus into the PFC, UNC0642 treatment (1 mg/kg, i.p., 3x) failed to restore social preference (Fig. 5e) and social interaction time (Fig. 5f, F1,72 (treatment) = 0.72, P = 0.40, three-way ANOVA) in the 3-chamber sociability test. Arc knockdown and Shank3 deficiency did not have additive effects on social deficits (Fig. 5e and 5f). Arc knockdown in Shank3+/ΔC mice also prevented the UNC0642-induced recovery of NMDAR-EPSC in PFC pyramidal neurons (Fig. 5g, F1,141 (treatment x virus) = 6.02, P = 0.016, three-way ANOVA), and failed to induce additional reduction of NMDAR-EPSC (Fig. 5g). These data suggest the necessity of Arc in UNC0642-induced rescue of social deficits and NMDAR hypofunction in Shank3-deficient mice.
Next, we tested the impact of manipulating Arc expression on social behaviors and NMDAR function. WT mice injected with Arc shRNA to the PFC exhibited the significantly diminished social preference (Fig. 5h, ~43.8% decrease, P =0.026, t-test) and social interaction time (Fig. 5i, ~36.8% decrease, F1,30 (interaction) = 4.23, P = 0.049, two-way ANOVA). Moreover, NMDAR-EPSC in PFC pyramidal neurons was significantly smaller in WT mice injected with Arc shRNA lentivirus than the scrambled control virus (Fig. 5j, 24.8%−26.8% decrease, F1,15 (interaction) = 15.08, P = 0.015, two-way ANOVA). These data suggest that lowering the expression of Arc in wild-type mice is sufficient to induce autism-like social deficits and NMDAR hypofunction. Consistent with this, Arc knockout mice also exhibit disrupted social abilities46. On the other hand, Shank3+/ΔC mice with overexpression of Arc in the PFC (Fig. S6f), exhibited the significantly elevated social preference (Fig. 5k, ~103.8% increase, P = 0.010, t-test) and social interaction time (Fig. 5l, ~62.1% increase, F1,36 (interaction) = 4.5, P = 0.041, two-way ANOVA), suggesting that elevating the expression of Arc in Shank3-deficient mice is capable of rescuing autism-like social deficits.
Arc interacts with many synaptic proteins, including receptor channels and other synapse function genes (Fig. 6a), so we further examined whether Arc-interacting proteins might also contribute to the rescuing effects of UNC0642 in Shank3-deficient mice. Quantitative PCR and Western blots indicated that NMDAR subunits (GluN1, GluN2A, GluN2B) and AMPAR subunits (GluA1, GluA2) were unchanged in Shank3+/ΔC mice, but UNC0642 treatment elevated Grin1 and Grin2a mRNA (~94.9% and ~84.5% increase, respectively, Fig. 6b, Grin1: F1,36 (treatment) = 9.89, P = 0.0033; Grin2a: F1,35 (treatment) = 8.94, P = 0.0051; two-way ANOVA) and protein levels (~58.8% and ~46.1% increase, respectively, Fig. 6c, Grin: F1,36 (treatment) = 15.06, P = 0.0005; Grin2a: F1,28 (treatment) = 28.57, P < 0.0001; two-way ANOVA). ChIP assays identified H3K9me2 occupancy at Grin1 (~2500 bp from TSS), Grin2a (~6800bp from TSS) and Grin2b (~2400bp from TSS) promoters (Fig. 6d). UNC0642 treatment significantly decreased H3K9me2 occupancy at Grin1 and Grin2a promoters in Shank3+/ΔC mice (~36.4% and ~30.0% decrease, respectively; Grin1: F1,20 (treatment) = 7.35, P = 0.014; Grin2a: F1,16 (treatment) = 5.97, P = 0.027; two-way ANOVA) without a significant effect on the Grin2b promoter (Fig. 6e).
Other than NMDARs, we also examined synapse function genes in the Arc “interactome” that are associated with autism and intellectual disability, including Camk2a, Camk2b, Cytoplasmic FMR1-interacting protein 1 (Cyfip1), synaptic Ras GTPase-activating protein 1 (Syngap1) and Homer15, 47–49. As shown in Fig. 6f, most of the tested genes were not significantly changed in Shank3+/ΔC mice with or without UNC0642 treatment, while Homer1 was significantly reduced in Shank3+/ΔC mice (~35.7% decrease) and restored by UNC0642 treatment (~100.4% increase, F1,26 (treatment) = 18.17, P = 0.0002, two-way ANOVA).
UNC0642 treatment restores the expression of a large set of genes in the PFC of Shank3-deficient mice.
In order to determine whether UNC0642 treatment exerts genome-wide effects on Shank3+/ΔC mice, we performed RNA sequencing to analyze the gene expression profile in the PFC of WT and Shank3+/ΔC mice treated with saline (Het+SAL) or UNC0642 (Het+UNC) (Fig. 7a). Compared to WT mice, 434 genes showed a down-regulated change in expression (> 1.2 fold and p < 0.05, Suppl. Table 2) and 383 genes showed an up-regulated change in expression (> 1.2 fold and P < 0.05, Suppl. Table 3) in saline-treated Shank3+/ΔC mice. Among these altered genes, 58 overlapped with ASD susceptibility genes (Suppl. Table 4) including Homer1.
In UNC0642-treated Shank3+/ΔC mice, many of these down-regulated genes were elevated to near control levels, compared to saline-treated Shank3+/ΔC mice (n=107 genes, > 1.1 fold and P < 0.05, Fig. 7b, Suppl. Table 2), or WT mice (n=414 genes, −1.3 < fold change < 1.3 and P > 0.05, Suppl. Table 5). Moreover, many of these up-regulated genes were reduced to near control levels by UNC0642 treatment, compared to saline-treated Shank3+/ΔC mice (n=84 genes, > 1.1 fold and P < 0.05, Fig. 7b, Suppl. Table 3), or WT mice (n=350 genes, −1.3 < fold change < 1.3 and P > 0.05, Suppl. Table 6). We further selected several differentially expressed genes from the top list of RNAseq results, and confirmed with qPCR experiments that they were indeed down-regulated in Shank3+/ΔC mice and recovered by UNC treatment (Fig. S7c).
Heatmaps generated with the expression values for the 107 down-regulated genes (Fig. 7c) and the 84 up-regulated genes (Fig. 7f) showed that saline-treated Shank3+/ΔC samples clustered separately from WT samples, and UNC0642-treated Shank3+/ΔC samples were closer to those from WT samples than saline-treated Shank3+/ΔC samples. Functional protein classification analysis indicated that many of the 107 down-regulated genes (Fig. 7d) and the 84 up-regulated genes (Fig. 7g) fell into the categories including signaling molecules, nuclei acid binding proteins, and enzyme modulators.
Gene Ontology Biological Process analyses revealed that the 107 down-regulated genes are mostly involved in cytoskeleton organization, positive regulation of transcription, cell adhesion, phosphorylation regulation and developmental processes (Fig. 7e), while the 84 up-regulated genes are largely involved in regulation of cell morphogenesis, axon development, and protein kinase activity (Fig. 7h). Protein-protein interaction (PPI) network modeling indicated that 73 out of the 107 down-regulated genes and 49 out of the 84 up-regulated genes showed high PPI connectivity within and between several functional clusters including signaling molecules, receptors, transcription factors, proteases, and cell adhesion molecules (Fig. S7a and Fig. S7b). These results suggest that UNC0642 treatment can affect the expression of a large set of genes in Shank3-deficient mice, which may collectively contribute to the therapeutic effects of UNC0642 on social deficits.
DISCUSSION
Genetic screening has identified many synaptic, transcriptional and chromatin remodeling genes as autism risk factors5. However, their interconnections and functional roles in autism are largely unknown. Here we have discovered that aberrant histone methylation, particularly the abnormally high levels of EHMT1/2 and H3K9me2, occurs in the PFC of Shank3-deficient mice, resulting in the disrupted transcription of a number of genes, including synaptic plasticity gene Arc and its interacting partners. EHMT1/2 inhibition restores Arc expression, as well as many other genes involved in the regulation of synaptic function, transcription and development, leading to the recovery of NMDAR function in PFC pyramidal neurons and the prolonged rescue of autism-like social deficits (Fig. S8).
Histone methylation plays a key role in maintaining transcriptional homeostasis via the activation and repression of gene transcription6, 7. Disrupted function of EHMT1 or EHMT2 has been implicated in neurodevelopmental disorders9, 10, 37. De novo copy number variants (CNVs) were found to affect EHMT1 in schizophrenia patients, and EHMT1 has been implicated as a schizophrenia susceptibility gene40. Forebrain neuron-specific EHMT1 or EHMT2 knockout mice exhibit abnormal cognition and adaptive behaviors that resemble mental retardation syndrome50. Our results suggest that the elevation of EHMT1/2 and H3K9me2 in PFC may play a key role in transcriptional dysregulation in autism. Region-specific genetic and epigenetic changes have been found in autistic brains51, which may be due to the distinct transcriptional programs in different cell types52. Since deep cortical layer (layer V) pyramidal neurons show the most prominent deficits in autistic children22, we mainly focused on these neurons in electrophysiological recordings. Upper cortical layer 2/3 neurons have also been implicated in psychiatric disorders53, 54, and their functional changes associated with autistic phenotypes await to be further examined.
EHMT1/2-mediated H3K9me2 deposition is associated with the transcriptional regulation of genes involved in synaptic networks29, 55, 56. In Drosophila, EHMT1 directly regulates components in postsynaptic signaling complexes at the postsynaptic density57. One of the key molecular targets identified in this study is Arc, a prominent synaptic plasticity gene regulating cognitive processes such as learning and memory consolidation58–60. While Arc is involved in regulating AMPA receptor trafficking61–63, Arc overexpression in neuronal cultures also induces an increase of GluN1 puncta63, consistent with our finding that knockdown of Arc in WT mice induces NMDAR hypofunction. Interestingly, genetic studies have found enriched mutations among glutamatergic postsynaptic proteins comprising Arc and NMDAR complexes in schizophrenia39. Arc knockout mice exhibit a full spectrum of schizophrenia-like behaviors including impaired social ability46, suggesting that Arc is linked to the regulation of social behaviors. In this study, we have revealed that knockdown of Arc in Shank3-deficient mice prevents UNC0642 from restoring NMDAR function and social preference, implicating the key role of Arc in autism treatment by EHMT1/2 inhibition.
The transcriptional level of Arc gene is regulated by synaptic activity58. Direct suppression of neuronal activity by TTX significantly decreases Arc protein, while elevation of neuronal activity by bicuculline or BDNF enhances Arc expression62, 64, 65. Transcriptional regulation of the Arc gene is through several transcription enhancer elements located at proximal and distal promoter regions43–45. Our ChIP data have discovered an alteration of H3K9me2 occupancy around the distal enhancer element of the Arc gene by Shank3 deficiency or EHMT1/2 inhibition, which correlates well with the alteration of Arc gene expression.
Given the interaction of Arc with glutamate receptors and other synaptic proteins, restoration of Arc expression by UNC0642 treatment of Shank3-deficient mice may facilitate the recovery of the NMDAR-Arc complex at the synaptic membrane. An additional contributing factor to overcome NMDAR hypofunction is the removal of repressive H3K9me2 to elevate the transcription of NMDAR subunits by EHMT1/2 inhibition. Indeed, we have found a UNC0642-induced transcriptional increase of Grin1, a target of EHMT235, and Grin2a in Shank3-deficient mice. These data are consistent with our previous finding that NMDAR hypofunction in Shank3+/ΔC mice is not due to the loss of NMDAR expression, but due to the disrupted synaptic delivery of NMDARs resulting from aberrant actin regulators18. It is likely that UNC0642 rescues NMDAR function via multiple mechanisms. One is to facilitate NMDAR trafficking by rescuing actin regulators and synaptic scaffolding proteins, such as Arc and Homer1. The other is to boost the overall expression of NMDAR subunits to compensate for the diminished NMDAR trafficking.
The UNC0642-induced recovery of Homer1, a Shank3 binding partner and one of the autism risk genes47, suggests that metabotropic glutamate receptor signaling may also play a role in the behavioral rescue66. Furthermore, genome-wide studies have revealed the alteration of additional genes involved in a multitude of neuronal functions in Shank3+/ΔC mice. By targeting EHMT1/2-mediated H3K9me2, we are able to restore a number of genes with a broad range of biological functions, which may collectively contribute to the therapeutic effects of UNC0642 (Fig. S7). The down-regulated genes in Shank3+/ΔC mice revealed by RNAseq could be the direct effect of the increased H3K9me2 levels, while the up-regulated genes could be indirectly caused by the loss of silencers/repressors resulting from increased H3K9me2.
Taken together, these results have not only revealed a novel molecular mechanism underlying the pathophysiology of autism, but also suggested a potential intervention avenue for the treatment of this disease. While epigenetic drugs offer the advantage of having broad, multi-functional actions and being able to normalize a network of genes important for neuronal functions, it is important to be cautious about potential off-target side effects. Given the heterogeneity of autism, the general applicability of this treatment strategy also awaits to be further tested.
Supplementary Material
ACKNOWLEDGEMENTS
We thank Xiaoqing Chen for excellent technical support. We acknowledge the support of University at Buffalo’s Genomics and Bioinformatics Core and the New York State Center of Excellence in Bioinformatics and Life Sciences. This work was supported by Nancy Lurie Marks Family Foundation and National Institutes of Health (MH112237, MH108842) to Z. Y.
Footnotes
CONFLICT OF INTEREST
The authors declare no conflict of interest.
DATA AVAILABILITY
Genomic data will be deposited in a public repository. The access number and the dataset will be available for access.
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