Role of FMRP in rapid antidepressant effects and synapse regulation

Rapid antidepressants are novel treatments for major depressive disorder (MDD) and work by blocking N-methyl-D-aspartate receptors (NMDARs), which, in turn, activate the protein synthesis pathway regulated by mechanistic/mammalian target of rapamycin complex 1 (mTORC1). Our recent work demonstrates that the RNA-binding protein Fragile X Mental Retardation Protein (FMRP) is downregulated in dendrites upon treatment with a rapid antidepressant. Here, we show that the behavioral effects of the rapid antidepressant Ro-25-6981 require FMRP expression, and treatment promotes differential mRNA binding to FMRP in an mTORC1-dependent manner. Further, these mRNAs are identified to regulate transsynaptic signaling. Using a novel technique, we show that synapse formation underlying the behavioral effects of Ro-25-6981 requires GABABR-mediated mTORC1 activity in WT animals. Finally, we demonstrate that in an animal model that lacks FMRP expression and has clinical relevance for Fragile X Syndrome (FXS), GABABR activity is detrimental to the effects of Ro-25-6981. These effects are rescued with the combined therapy of blocking GABABRs and NMDARs, indicating that rapid antidepressants alone may not be an effective treatment for people with comorbid FXS and MDD.


Introduction
Over the past 50 years, treatment for major depressive disorder (MDD) has been limited [1], with selective serotonin reuptake inhibitors (SSRIs) as the most commonly prescribed treatment for the general population. Recently, MDD treatment entered a new era with the discovery that glutamate N-methyl-D-aspartate receptor (NMDAR) antagonists produce antidepressant-like effects [2], perhaps through blocking NMDARs containing the 2B subunit (GluN2B) [3]. Importantly, these drugs have a rapid onset and work in a treatment-resistant population, with relief of MDD symptoms within hours of a single infusion that can last up to a week [4][5][6]. Thus, NMDAR antagonists are considered paradigm-shifting treatments for MDD [7].
Activation of mechanistic/mammalian target of rapamycin complex 1 (mTORC1), a serine-threonine kinase that regulates protein synthesis and promotes new synapse formation, is key to reducing MDD symptoms through NMDAR antagonism [8]. mTORC1 regulates protein synthesis in dendrites by utilizing mRNAs that are targeted and translated in a site-specific and temporal fashion. The coordinated expression of these mRNAs, which code for proteins involved in synaptic and structural plasticity [9,10], may be regulated by RNA-binding proteins (RBPs). Our recent work suggests that NMDAR antagonism rapidly downregulates dendritic expression of the RBP Fragile X Mental Retardation Protein (FMRP) [11]. While FMRP is extensively characterized in the context of autism spectrum disorder (ASD), its role in MDD and MDD treatments is unclear.
FMRP is one of the best characterized RBPs, affecting mRNA trafficking [12], mRNA repression in dendrites [13], and is implicated in Fragile X Syndrome (FXS), the leading single-gene cause of ASD [14,15]. Loss-of-function mutations in the FMR1 gene, which codes for FMRP [16], lead to FXS. Notably, people who are FMR1 premutation carriers exhibit higher rates of MDD and depressed mood compared to the general population [17][18][19]. People with ASD have an increased risk of developing MDD by the time they are 30 years old compared to people without ASD [20], and caretakers of people with FXS identify mood and depression as a priority for treatment development [21]. Moreover, SSRIs do not produce an antidepressant-like effect in an animal model of FXS [22], suggesting that people with comorbid FXS and MDD may be treatment resistant to traditional MDD pharmacotherapies.
Critical questions arise in light of these data: (1) is FMRP required for the rapid antidepressant properties of NMDAR antagonists? (2) given the importance of mTORC1 signaling in rapid antidepressant efficacy, do mTORC1 and FMRP regulate specific cellular functions? and (3) are rapid antidepressants an effective treatment for MDD in FXS?
Herein, we demonstrate that rapid antidepressantmediated transsynaptic signaling and presynaptic engagement are mTORC1-dependent and are required for new synapse formation. These mechanisms underlying the rapid antidepressant efficacy of the GluN2B-specific antagonist Ro-25-6981 require activity-dependent FMRP expression. Moreover, we demonstrate that, unlike wildtype (WT) mice, treatment with Ro-25-6981 alone is insufficient to promote new synapse formation or antidepressant-like effects on behavior in Fmr1 knockout (KO) mice, similar to SSRIs [22]. Finally, we provide data that γ-aminobutyric acid B receptor (GABA B R) signaling prevents the actions of Ro-25-6981 in Fmr1 KO mice. Blocking GABA B Rs with the specific antagonist CGP35348 restores the antidepressant-like effect on behavior and increases synapse number when coadministered with Ro-25-6981 in Fmr1 KO mice. Importantly, our findings propose a new combination therapy effective to treat MDD in FXS.

Materials and methods
Detailed materials and methods are outlined in Supplementary Materials and Methods

Animals
Male and female WT (C57BL/6, Jackson Laboratory) and Fmr1 KO (B.6129P2-Fmr1tm1Cgr/J, Jackson Laboratory) mice between the ages of 2 and 5 months were used. All animals were randomly assigned to treatment groups. We found no significant effect of sex or sex × treatment interaction (data presented in Supplementary Materials and Methods). All experiments were carried out in accordance with the National Institutes of Health's Guide for the Care and Use of Laboratory Animals and approved by the Wake Forest Institutional Animal Care and Use Committee.

Forced swim test (FST)
Animals were placed into a glass cylinder filled with water 23-25°C for 6 min; animals were quickly removed at the end, dried, and returned to their warmed homecage. Each animal was run in two FST sessions (see Fig. 1a for timeline); the first session acutely stressed the animals, and the second session, 24 h after the first, was video recorded and scored for immobility in the last 4 min using Ethovision (version 11.5, Noldus).

Splash test
Animals were individually assessed in their homecage by applying 200 µl of 10% sucrose to their dorsal coat. Animals were video recorded for 5 min and later scored for grooming behavior (licking, grooming with forepaws, and scratching).

RNA immunoprecipitation
Animals were sacrificed 45 min after drug administration, and cortices were rapidly dissected out and flash frozen on dry ice (Fig. S1A). RIP-Seq was modified from previous methods shown to significantly reduce background mRNA binding [23,24].
Immunohistochemistry and in vivo proximity ligation assay (PLA) Animals were deeply anesthetized 45 min after drug administration and underwent transcardial perfusion. Brains were sectioned 25 μm thick on a Leica SM2010F sliding microtome and put into cryoprotectant. Slices were permeabilized and blocked before overnight primary antibody incubation at 4°C. Slices underwent a 2-h incubation at 37°C (PLA) or RT (immunohistochemistry) in secondary antibodies, then incubated in ligase for 30 min at 37°C (PLA). Finally, slices underwent the amplification/polymerase step for 2 h at 37°C (PLA).

Cell culture and in vitro PLA
Primary neuronal hippocampal cultures were prepared from postnatal day 0-3 mouse pups from WT or Fmr1 KO mice according to previously published methods [11,[25][26][27]. Cells were plated between 70 and 100,000 per 12 mm on glass coverslips, and cultures were used at 18-21 days in vitro. Drug treatments were done in media. Fixed neurons were blocked and permeabilized and then incubated with primary antibodies for 1 h at RT, followed by secondary antibody incubation for 1 h at RT (immunocytochemistry) or 37°C (PLA). PLA coverslips were then incubated with ligation solution for 30 min at 37°C, followed by incubation in amplification/polymerase buffer for 100 min at 37°C.

Microscopy and analysis
All images within a given experiment were acquired and analyzed using the same settings with a Nikon A1plus confocal microscope. Images were analyzed with Nikon NIS-Elements AR (version 4.40.00).
were determined using Grubbs' test (α = 0.05). All data are expressed as mean ± standard error of the mean (SEM).

Results
The rapid antidepressant behavioral effects of Ro-25-6981 require FMRP expression We recently showed that dendritic FMRP expression is rapidly reduced in WT dendrites after treatment with the GluN2B-specific antagonist Ro-25-6981, suggesting that activity-dependent expression of FMRP and FMRPdependent translation in dendrites may be necessary for antidepressant efficacy [11]. To test this hypothesis, we treated acutely stressed WT and Fmr1 KO mice with a single i.p. injection of Ro-25-6981 (see Fig. 1a for timeline). We then analyzed performance in two wellcharacterized behavioral tasks that measure antidepressant efficacy-the FST, a measure of behavioral despair, and the splash test, a measure of motivated self-care [2,[28][29][30][31]. Because the splash test uses sucrose, one could argue that this task measures reward-related behavior. However, WT and Fmr1 KO mice do not display baseline differences in sucrose preference [32]; further, others show that the splash test is sensitive enough to detect behavioral changes due to stress and antidepressant treatment without showing changes to sucrose preference [33]. Consistent with our previous results [25,26], Ro-25-6981-treated WT animals are mobile about 60 s more in the FST (Fig. 1b) and groom about twice as frequently in the splash test (Fig. 1c), indicative of an antidepressant-like effect. However, Ro-25-6981 does not affect performance in either task when administered to Fmr1 KO mice. Together, these results confirm our hypothesis that the RBP FMRP is required for the behavioral effects of rapid antidepressants.

mTORC1-sensitive FMRP-target mRNAs are regulated by Ro-25-6981 treatment
Next, we set out to identify the FMRP-target mRNAs regulated by Ro-25-6981, which may underlie its antidepressant efficacy. We treated WT and Fmr1 KO mice with Ro-25-6981 and collected brains 45 min post administration, a time point where behavioral changes [25] and mTORC1 activation [2] are observed. Cortices were processed for RIP, followed by RNASeq (RIP-Seq), using a specific antibody against FMRP [34] (see Supplementary Materials and Methods, Figs. S1-S3, and Tables S1-S3 for RIP-Seq data preprocessing, filtering, and quality control). As a control for nonspecific binding, FMRP-RIP was performed, in parallel, on Fmr1 KO cortices. Ro-25-6981 treatment promoted the differential binding of 283 transcripts to FMRP relative to control ( Fig. 2a; light blue circle). These data indicate that FMRP regulates the availability of mRNAs for translation in response to Ro-25-6981 treatment.
We and others show that rapid antidepressants, including Ro-25-6981, increase mTORC1-dependent synthesis of several synaptic proteins necessary for its antidepressant effects [2,25,26]. To identify the mTORC1-sensitive transcripts among the 283 FMRP-target mRNAs we identified, we performed RIP-Seq on cortices from mice coinjected with Ro-25-6981 plus the mTORC1 inhibitor rapamycin. We then compared the differentially regulated FMRP-target mRNAs sensitive to both Ro-25-681 treatment (Fig. 2a, light blue circle) and mTORC1 activity (Fig. 2a, light red circle). Differential gene expression analysis between these two treatments revealed 190 overlapping transcripts (false discovery rate cutoff of 0.1; Fig. 2a, b; Tables S4 and S5) [35]. Of these overlapping FMRP-target mRNAs sensitive to both Ro-25-6981 treatment and mTORC1 activity, 99.5% change in the same direction (58.9% upregulated/released, 40.5% downregulated/bound) (Fig. S1B). FMRP is best known for repressing mRNA translation [36], and we expected that treatment with Ro-25-6981 would induce FMRP to release select transcripts to be translated (~59% are released/upregulated). We were surprised to find that FMRP also bound a new set of target mRNAs (~41% become bound/downregulated). To verify our RIP-Seq results, we identified target mTORC1-sensitive mRNAs that were either bound to (Fmr1) or released from (Prkaca) FMRP after Ro-25-6981 treatment (Fig. 2c, Table S5). We analyzed FMRP and PKA C-α protein expression in vivo 45 min after treatment. As expected, we found that mice treated with Ro-25-6981 express significantly less FMRP, in line with our previous results [11], and more PKA C-α in cortical lysates by Western blot analysis (Fig. 2d). Together, these data verify our RIP-Seq results and suggest that Ro-25-6981 regulates the dynamic expression of FMRP and PKA C-α.

FMRP-target mRNAs regulate transsynaptic signaling
Next, we used the Database for Annotation, Visualization and Integrated Discovery (DAVID 6.8) [37,38] to cluster the resulting transcripts based on their coordinated biological processes (gene ontology, GO), to identify critical mechanisms mediated by Ro-25-6981/mTORC1/FMRP (Fig. 3a, b). These analyses revealed transsynaptic signaling to be the most significantly enriched GO cluster in both conditions (Fig. 3a, control/Ro; Fig. 3b, Ro + Rapa/Ro). We used biomaRt [39][40][41] to identify the genes associated with transsynaptic signaling, which were then intersected with our data set to determine the fold changes for these genes based on condition. Notably, of the 190 Ro-25-6981/ mTORC1-sensitive FMRP-target mRNAs (Fig. 2a),~60% are transsynaptic (Fig. 3c, upper right quadrant, Fig. S4D, Table S5). These analyses suggest that regulating transsynaptic signaling is a specific role for the FMRP-target mRNAs sensitive to both mTORC1 activity and Ro-25-6981 treatment.

Transsynaptic signaling requires both NMDAR blockade and GABA B R-mediated mTORC1 activation
Transsynaptic signaling facilitates the coordinated communication of pre-and postsynaptic terminals [42]. In addition, new synapse formation is suggested to underlie rapid antidepressant efficacy [2]. We have previously shown that activation of traditionally inhibitory GABA B Rs in the presence of an NMDAR antagonist unexpectedly increases L-type calcium channel activity, which thereby increases dendritic mTORC1 activation and downstream protein synthesis [25,26]. To validate that Ro-25-6981 affects transsynaptic signaling, we capitalized on the ability to tightly control mTORC1 activity in the cell culture system. We measured the expression of two prototypical synaptic proteins that specifically localize to post-and presynaptic terminals: postsynaptic density 95 (PSD-95) and synapsin-1 (SYN1), respectively [2,34]. Notably, both NMDAR antagonism and GABA B R activity are required to activate mTORC1 [25]. Thus, we treated cultured primary hippocampal neurons (see Fig. 4a for timeline) with Ro-25-6981 (no mTORC1 activity in vitro), Ro-25-6981 with the GABA B agonist baclofen (mTORC1 activity in vitro), or Ro-25-6981 with baclofen and the mTORC1 inhibitor rapamycin (mTORC1 blocked in vitro). We found that GluN2B-specific antagonism increased the expression of the postsynaptic marker PSD-95 in an mTORC1independent manner (Fig. 4b, c). In contrast, the expression of the presynaptic marker SYN1 increased only in the neurons with mTORC1 activity (Ro-25-6981 + baclofen; Figs. 4b, d and S5A). When we measured colocalization of PSD-95 with SYN1, however, we did not find a significant effect of treatment (Fig. 4e), likely due to these proteins being juxtaposed vs. overlapping. Realizing the limitations of colocalization as a correlate of synapse number, we developed a fluorescent assay that could detect pre-and postsynaptic engagement and, thus, indicate new synapse formation. Array tomography studies demonstrate that postsynaptic PSD-95 and presynaptic SYN1 localize within 40 nm of each other [43]. We surmised we could utilize a PLA to detect protein-protein interactions between  proximal pre-and postsynaptic proteins located across the synaptic cleft within 0-40 nm. Consistent with our immunostaining data, NMDAR antagonism alone (Ro-25-6981) did not increase synapse formation, as indicated by no change in PLA puncta number relative to control (Fig. 4f,  g). However, when we activated mTORC1 (Ro-25-6981 + baclofen), the number of detectable PLA puncta in dendrites increased by~65% (Fig. 4f, g). Further, when we inhibited mTORC1 with rapamycin (Ro-25-6981 + Rapa + Bac), the number of detected synapses decreased back to baseline (Fig. 4f, g). Thus, GABA B R-mediated mTORC1 activation is required for presynaptic engagement for synapse formation with Ro-25-6981.
We next verified that the change in synapse number detected in vitro is reflected in vivo. Because there are few inhibitory neurons in hippocampal cultures [44,45], baclofen is necessary to activate GABA B Rs in vitro. However, in vivo treatment of ketamine or Ro-25-6981 is sufficient to increase endogenous GABA [46] and promote mTORC1 activity and antidepressant-like effects on behavior [25,26]. Therefore, we inhibited GABA B Rs to investigate the effects of GABA B R-mediated mTORC1 activity in vivo. Thus, we treated WT mice with Ro-25-6981 or Ro-25-6981 and the specific GABA B R antagonist CGP35348 to block GABA B R signaling and downstream mTORC1 activation [25]. Indeed, consistent with our in vitro PLA results, we found that Ro-25-6981 treatment increased the number of detected synapses and that inhibiting mTORC1 activity with CGP35348 prevented this increase (Figs. 4h, i and S5B, C). Further, dendritic FMRP expression decreased in these same slices with Ro-25-6981 treatment, which returned to baseline expression when GABA B R signaling was blocked with Ro-25-6981 + CGP35358 (Fig. 4h, j). GABA B R activity is detrimental to synapse formation and rapid antidepressant efficacy of Ro-25-6981 in a preclinical mouse model of FXS Next, we sought to validate the requirement of FMRP expression for mTORC1-dependent synapse formation upon treatment with Ro-25-6981. We replicated the PLAsynapse assay in hippocampal slices from Fmr1 KO mice. We predicted that if the activity-dependent release of FMRP-target mRNAs is required for mTORC1-dependent transsynaptic signaling and synapse formation, then the relative increase in synapses detected by PLA upon treatment will be absent in the Fmr1 KO mouse. Surprisingly, we instead found a significant decrease of about 43% in the number of detected synapses in Fmr1 KO mice treated with Ro-25-6981 (Fig. 5a, b). Further, treatment with Ro-25-6981 and CGP35348 unexpectedly reversed this decrease and significantly increased the number of detected synapses by about 47% compared to control animals (Fig. 5a, b). These data suggest that in the presence of FMRP expression, GABA B R signaling is required for rapid antidepressant-mediated synaptogenesis; however, when FMRP expression is absent, GABA B R signaling is detrimental and needs to be blocked for synaptogenesis to occur. One-way ANOVA did not reveal a significant effect of treatment for the correlation between PSD-95 and SYN1 (F 3,186 = 0.8282, p = 0.4799). f Representative dendritic traces of treated hippocampal neurons. White puncta represent proximity-detected PSD-95 and SYN1 proteins by PLA (indicated by yellow arrowheads), and gray outline represents MAP2 staining of the neuron. Puncta at least 12.5 µm from the soma were analyzed. Scale bar = 10 µm. g Quantification of the average number of PSD-95/SYN1 PLA puncta per dendritic MAP2 area. One-way ANOVA revealed a significant main effect of treatment (F 4,581 = 18.25, p < 0.0001). Newman-Keuls post hoc test revealed Ro-25-6981 + baclofen (1.65 ± 0.11 puncta/µm 2 normalized to control, n = 132) significantly increased the number of PSD-95/ SYN1 PLA puncta compared to control-treated (1.0 ± 0.10 puncta/µm 2 normalized, n = 119), Ro-25-6981-treated (1.12 ± 0.14 puncta/µm 2 normalized, n = 125), and Ro-2506981+rapamycin + baclofen-treated (1.06 ± 0.10 puncta/µm 2 normalized, n = 143) neurons. In addition, PLA control neurons (0.05 ± 0.01 puncta/µm 2 normalized, n = 67) showed a significant lack of puncta compared to all other treatments. h Representative images of treated WT CA1 stratum radiatum dendrites. White puncta represent proximity-detected PSD-95 and SYN1 proteins by PLA, and red puncta represent FMRP (yellow arrowheads indicate representative puncta of each). i Quantification of the average number of PSD-95/SYN1 PLA puncta per area of CA1 stratum radiatum dendrites. Puncta at least 10 µm from the pyramidal layer were analyzed. One-way ANOVA revealed a significant main effect of treatment (F 2,52 = 6.79, p = 0.0024). Newman-Keuls post hoc test revealed that treatment with Ro-25-6981 (4.68 ± 0.78 puncta/µm 2 normalized to control, n = 23) significantly increased PSD-95/SYN1 PLA puncta 45 min after treatment compared to control (1.0 ± 0.11 puncta/µm 2 normalized, n = 13) and Ro-25-6981 + CGP35348 (2.58 ± 0.64 puncta/µm 2 normalized, n = 19). This increase is blocked with the GABA B R antagonist CGP35348 (no significant difference between control and Ro-25-6981 + CGP35348). j Protein expression of FMRP decreases with Ro-25-6981 treatment in CA1 stratum radiatum dendrites 45 min after treatment (control = 1.0 ± 0.12 normalized optical density, n = 19; Ro-25-6981 = 0.70 ± 0.07, n = 23; t 40 = 2.026, p = 0.0247). Scale bar = 50 µm. Representative dendrites shown below to demonstrate the puncta are located on dendrites. Scale bar = 5 µm. Bars represent mean ± SEM. *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001, n.s. not significant.
If the increase in synapses in WT animals underlies the efficacy of Ro-25-6981 as a rapid antidepressant, we thus questioned whether blocking GABA B R activity in conjunction with Ro-25-6981 treatment would promote an antidepressant-like effect on behavior in Fmr1 KO animals. We tested this hypothesis by examining the effect of Ro-25-6981 with or without the GABA B R antagonist CGP35348 on behavior of Fmr1 KO mice in the FST and splash test (see Fig. 1a for timeline). Indeed, Fmr1 KO animals treated with Ro-25-6981 + CGP35348 decreased immobility in the FST by about 100 s (Fig. 5c) and increased grooming frequency in the splash test by nearly eight times compared to control KO animals (Fig. 5d). Importantly, CGP35348 alone does not increase PSD/SYN1 puncta (Fig. S5D, E), nor does it affect performance in the FST [11] or splash test (Fig. S5F) in Fmr1 KO mice. Thus, our data indicate that the rapid antidepressant efficacy of Ro-25-6981 requires FMRP expression, and treatment with Ro-25-6981 regulates mTORC1/FMRP-target mRNAs that promote transsynaptic signaling and synaptogenesis. However, in cases where FMRP expression is absent, as in Fmr1 KO animals, Ro-25-6981 is ineffective as a rapid antidepressant. Only when GABA B R activity is blocked in these animals does Ro-25-6981 increase synaptogenesis and promote antidepressantlike effects.

Discussion
Previously, we discovered that the molecular mechanism underlying the behavioral efficacy of rapid antidepressants requires GABA B R-mediated mTORC1 activity (Fig. 5e) [11,25,26]. Here, we demonstrate that rapid antidepressants regulate mTORC1-sensitive FMRP-target mRNAs that are involved in transsynaptic signaling. While both FMRP and mTORC1 are independently implicated in transsynaptic signaling in Drosophila and cultured neurons [47][48][49], our results are the first to demonstrate their coordinated regulation of the transsynaptic signaling required for effective pharmacological therapy in a mammalian model. To this end, we show, with our newly developed assay that detects synapse formation, that rapid antidepressant treatment in conjunction with GABA B R activity promotes synaptogenesis in vitro and in vivo in WT animals, but not in a preclinical model of FXS (Fmr1 KO mouse). These data collectively confirm the necessity of FMRP expression for the efficacy of rapid antidepressants.
Surprisingly, in Fmr1 KO animals, GABA B R activity prevents the new synapse formation and behavioral effects observed with rapid antidepressant treatment. However, blocking GABA B Rs rescues these detrimental effects in Frm1 KO mice and promotes the rapid antidepressant effects similar to what we see in WT animals. Paradoxically, clinical trials suggest that treatment with the GABA B R agonist baclofen improves irritability and social responsiveness in people with FXS and ASD; however, these results are mixed [50][51][52]. Moreover, baclofen can cause adverse side effects, including hyperactivity and anxiety in FXS patients [53][54][55]. Our results raise the question of why GABA B R signaling is required for synaptogenesis and antidepressant efficacy in WT mice yet prohibitive in Fmr1 KO mice. One clue comes from our previous data demonstrating that traditional inhibitory postsynaptic GABA B R-GIRK signaling is absent in Fmr1 KO dendrites and may instead be constitutively excitatory [11]. By blocking GABA B R activity, we may be preventing excessive excitation [56], and the synapse reduction seen in Ro-25-6981-only treated Fmr1 KO mice (Fig. 5a, b).
Precision-based medicine holds promise for treatmentresistant MDD patients; however, understanding the underlying cause of treatment resistance is necessary for tailored pharmacotherapy. Herein, our data indicate that treating MDD in people with FXS or an FMR1 premutation may require combination therapy, as traditional [22] and rapid antidepressants alone are not effective in animal models of FXS. FXS is not the only neurological disorder with overactive mTORC1. Tuberous sclerosis complex and Alzheimer's disease also exhibit comorbid MDD and are reported to have overactive mTORC1 signaling [57][58][59]. Moreover, a recent clinical report indicates that oral Fig. 5 GABA B R activity is detrimental to synapse formation and rapid antidepressant efficacy of Ro-25-6981 in a preclinical mouse model of FXS. a Representative images of treated KO CA1 stratum radiatum dendrites. White puncta represent proximity-detected PSD-95 and SYN1 proteins by PLA (indicated by yellow arrowheads). Scale bar = 50 µm. Representative dendrites shown below to demonstrate the puncta are located on dendrites. Scale bar = 5 µm. b Quantification of the average number of PSD-95/SYN1 PLA puncta per area of CA1 stratum radiatum dendrites. Puncta at least 10 µm from the pyramidal layer were analyzed. One-way ANOVA revealed a significant main effect of treatment (F 2,10 = 25.45, p = 0.0001). Newman-Keuls post hoc test revealed Ro-25-6981 (0.57 ± 0.02 puncta/µm 2 normalized to control, n = 4) significantly decreases PLA puncta compared to control (1.0 ± 0.09 puncta/µm 2 normalized, n = 4), but blocking GABA B Rs with CGP35348 increases the number of puncta (1.47 ± 0.10 puncta/µm 2 normalized, n = 5) compared to both other treatments. c One-way ANOVA revealed a significant main effect of treatment (F 2,24 = 6.157, p = 0.0069) in the FST. Newman-Keuls post hoc test revealed Fmr1 KO animals treated with Ro-25-6981 + CGP35348 (41.6 ± 13.7 s, n = 9) significantly decrease immobility in the FST compared to control (151.5 ± 21.9 s, n = 9), whereas treatment with Ro-25-6981 alone does not (133.5 ± 31.9 s, n = 9). WT data from Fig. 1 depicted on the y-axis for reference. d Similarly, one-way ANOVA revealed a significant main effect of treatment (F 2,24 = 9.616, p = 0.0009) in the splash test. Newman-Keuls post hoc test revealed Ro-25-6981 + CGP35348 (7.4 ± 1.3 times per minute, n = 10) significantly increases grooming frequency in the splash test compared to control (0.88 ± 0.30 times per minute, n = 9) but not Ro-25-6981 treatment only (3.5 ± 1.2 times per minute, n = 8) for Fmr1 KO animals. WT data from Fig. 1 depicted on the y-axis for reference. e Updated rapid antidepressant signaling mechanism model [11,25,26] to include RIP-Seq results. Under baseline conditions, activated NMDARs increase intracellular calcium, which activates mTORC1 (left panel). With NMDAR antagonists like ketamine and Ro-25-6981, NMDARs are blocked but activate the release or binding of mRNAs from the RNA-binding protein FMRP (middle panel). Among these released transcripts is GABA B R mRNA, which is translated into newly synthesize GABA B Rs [25]. Old GABA B Rs and the GIRK channels they are coupled to undergo endocytosis [26]. Newly synthesized GABA B Rs are coupled to L-type calcium channels and, upon activation, increase intracellular calcium, activating mTORC1 (right panel) [26]. mTORC1-dependent transcripts are released from or bound to FMRP, including those mediating a transsynaptic signal that recruits presynaptic engagement to help form new synapses. Yellow boxes with stars indicate the new steps added to the model based on the current data presented. Bars represent mean ± SEM. *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001. rapamycin treatment before ketamine prolongs the antidepressant effects of ketamine in a treatment-resistant population [60]. Together, these data support the idea that rapid antidepressants, combined with other drugs that modify mTORC1 activity, such as CGP35348 or rapamycin, may be more effective in populations with certain comorbid conditions. While NMDAR antagonists certainly have revolutionized the treatment of MDD in a general population, caution should be exercised when utilizing them to treat individuals with MDD and mTORC1-related diseases, and combination therapy should be considered. Dore et al. use a similar PLA assay to detect synapse changes [61].

Data availability
Sequencing data are available in the NCBI Sequence Read Archive, under submission PRJNA682805.
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