Excitation of medium spiny neurons by ‘inhibitory’ ultrapotent chemogenetics via shifts in chloride reversal potential
Abstract
Ultrapotent chemogenetics, including the chloride-permeable inhibitory PSAM4-GlyR receptor, were recently proposed as a powerful strategy to selectively control neuronal activity in awake, behaving animals. We aimed to validate the inhibitory function of PSAM4-GlyR in dopamine D1 receptor-expressing medium spiny neurons (D1-MSNs) in the ventral striatum. Activation of PSAM4-GlyR with the uPSEM792 ligand enhanced rather than suppressed the activity of D1-MSNs in vivo as indicated by increased c-fos expression in D1-MSNs and in vitro as indicated by cell-attached recordings from D1-MSNs in mouse brain slices. Whole-cell recordings showed that activation of PSAM4-GlyR depolarized D1-MSNs, attenuated GABAergic inhibition, and shifted the reversal potential of PSAM4-GlyR current to more depolarized potentials, perpetuating the depolarizing effect of receptor activation. These data show that ‘inhibitory’ PSAM4-GlyR chemogenetics may activate certain cell types and highlight the pitfalls of utilizing chloride conductances to inhibit neurons.
Introduction
Novel research tools like opto- and chemogenetics have been instrumental in dissecting brain circuits and understanding their relevance to normal and maladaptive behaviors. However, like any new technology, these tools have inherent limitations that could confound data interpretation.
The leading chemogenetic approach, Designer Receptors Exclusively Activated by Designer Drugs (DREADDs), acts through engineered G protein-coupled receptors, which are selectively activated by clozapine N-oxide (CNO) (Roth, 2016). However, DREADDs may disrupt signaling from endogenous G protein-coupled receptors when expressed at high levels (Saloman et al., 2016), and CNO has been found to be metabolized peripherally to clozapine, which binds to many receptors in the brain, potentially resulting in off-target effects (Gomez et al., 2017; Manvich et al., 2018). A more recent chemogenetic approach, Pharmacologically Selective Actuator/Effector Module (PSAM/PSEM), acts through engineered ligand-gated ion channels that are activated by PSEM agonists (Magnus et al., 2011; Magnus et al., 2019). The inhibitory PSAM4-GlyR is a chimeric protein of a modified α7 nicotinic acetylcholine receptor ligand binding domain fused to the chloride-permeable glycine receptor ion pore domain (GlyR). After intracranial injection and expression of a virus encoding PSAM4-GlyR, application of ultrapotent agonist (e.g., uPSEM792) activates PSAM4-GlyR, which in principle selectively inhibits PSAM4-GlyR-expressing neurons (Magnus et al., 2019).
In this study, we aimed to validate the inhibitory function of PSAM4-GlyR in dopamine D1 receptor-expressing medium spiny neurons (D1-MSNs) in the ventral striatum. Intraperitoneal (i.p.) injection of uPSEM792 enhanced the expression of the immediate early gene c-fos in PSAM4-GlyR-expressing D1-MSNs, indicative of in vivo activation rather than inhibition of these neurons. Using whole-cell recordings in acute brain slices, we found that activation of PSAM4-GlyR with uPSEM792 decreased membrane resistance, induced an inward current in voltage-clamp, and depolarized the membrane potential in current-clamp, sometimes resulting in depolarization block. The majority of neurons maintained action potential firing to somatic current injection. Cell-attached recordings at subthreshold depolarized potentials also showed that activation of PSAM4-GlyR induced firing of action potentials in D1-MSNs. Further, we found that chloride influx via PSAM4-GlyR activation shifted its reversal potential to more positive values further exacerbating the depolarizing effect and attenuated GABAergic inhibition of D1-MSNs.
Results
Selective expression of PSAM4-GlyR in D1-MSNs
To first validate the selective expression of PSAM4-GlyR in ventral striatum D1-MSNs, prodynorphin-Cre mice were crossed with a Cre-reporter (Ai9) mouse line, resulting in labeling of neurons containing Cre-recombinase (i.e., D1-MSNs) with the fluorescent reporter tdTomato (Al-Hasani et al., 2015; Gerfen et al., 1990; Krashes et al., 2014). These mice received bilateral stereotaxic microinjections of AAV-syn-flex-PSAM4-GlyR-IRES-eGFP. PSAM4-GlyR expression was restricted to tdTomato+ neurons which confirmed selective Cre-dependent expression of PSAM4-GlyR in D1-MSNs (Figure 1A).
PSAM4-GlyR enhances rather than suppresses c-fos expression in D1-MSNs in vivo
The immediate early gene c-fos is commonly used as a surrogate marker for neuronal activation (Chung, 2015; Cruz et al., 2015; Sheng and Greenberg, 1990; Hunt et al., 1987). Given the proposed role of PSAM4-GlyR activation in silencing neurons (Magnus et al., 2011; Magnus et al., 2019), we initially hypothesized that activating PSAM4-GlyR in vivo will suppress D1-MSNs activity and reduce c-fos expression. To avoid a potential floor effect, we treated mice with fentanyl since opioid exposure has been shown to increase the expression of c-fos and other immediate early genes in striatal neurons including D1-MSNs (Enoksson et al., 2012; Lobo et al., 2013; Chang et al., 1988; Liu et al., 1994). Prodynorphin-Cre mice received bilateral injections of either AAV-syn-flex-PSAM4-GlyR-IRES-eGFP (PSAM4-GlyR) or AAV-EF1α-DIO-eYFP. Then, after 4–6 weeks, mice were injected with uPSEM792 (i.p., 3 mg/kg) or saline, followed 30 min later by fentanyl (i.p., 0.2 mg/kg) or saline (Figure 1B). Mice were perfused and their brains collected for c-fos immunostaining 90 min later (120 min after the first i.p. injection). Transduced neurons were identified by expression of the fluorescent reporter (eGFP or eYFP, green, Figure 1C). Contrary to expectation, activation of PSAM4-GlyR with i.p. uPSEM792 increased c-fos expression in D1-MSNs expressing PSAM4-GlyR (Figure 1D). Two-way ANOVA showed a significant effect of PSAM4-GlyR activation on c-fos expression (F1, 34 = 30.55, p<0.0001). The experimental groups included 8–12 animals/group (control + saline: n = 12; PSAM4-GlyR + saline: n = 8; control + fentanyl: n = 9; PSAM4-GlyR + fentanyl: n = 9). These results support the rejection of the initial hypothesis that PSAM4-GlyR activation reduces c-fos expression in D1-MSNs. There was no difference in c-fos expression in non-transduced cells (two-way ANOVA; PSAM4-GlyR activation effect: F1, 34 = 0.82, p=0.37; Figure 1E). These results show that activation of PSAM4-GlyR increased c-fos expression in transduced cells and therefore activated rather than inhibited D1-MSNs in vivo.
PSAM4-GlyR activation depolarizes D1-MSNs
To test the effects of PSAM4-GlyR on electrophysiological properties of D1-MSNs, PSAM4-GlyR-encoding virus was injected into the ventral striatum of prodynorphin-Cre mice. After 4–6 weeks, whole-cell patch-clamp recordings (Vhold −88 mV, corrected for junction potential) were made from eGFP+ neurons in acute mouse brain slices. The internal solution in these recordings was potassium-based and contained 12.8 mM Cl− to mimic the natural reversal potential of chloride in MSNs (ECl ~ −62 mV) (Misgeld et al., 1982; Bracci and Panzeri, 2006). PSAM4-GlyR was activated by application of the ligand uPSEM792. To control for any off-target effects of uPSEM792, recordings were also made from control neurons (neighboring eGFP− neurons and eYFP+ neurons from mice that received bilateral injections of AAV-EF1α-DIO-eYFP). In control neurons, 10 or 50 nM uPSEM792 had no effect on basal whole-cell current (10 nM: −2.8 ± 7.7 pA, n = 6, p=0.73, paired t-test; 50 nM: −9.5 ± 9.4 pA, n = 14, p=0.24; Figure 2A). In PSAM4-GlyR+ neurons, 10 nM uPSEM792 produced an inward current (−43.0 ± 10.1 pA, n = 21, p=0.0004, paired t-test; Figure 2A and B), consistent with the original report on PSAM4-GlyRs (Magnus et al., 2019). Higher concentrations of uPSEM792 produced substantially larger inward currents (50 nM: −275.5 ± 57.1 pA, n = 18, p=0.0002, paired t-test; 100 nM: −410.1 ± 137.8 pA, n = 6, p=0.031; Figure 2A and B). To assay membrane resistance, the instantaneous change in current in response to a 10 mV step (Vhold −88 to −78 mV) was measured before and after uPSEM792 application (Figure 2C). The basal membrane resistance of D1-MSNs was 78.6 ± 5.5 MΩ, consistent with a previous report using similar recording conditions (Planert et al., 2013), and was reduced by activation of PSAM4-GlyR (10 nM: 6.5 ± 3.3% decrease, n = 9, p=0.08, paired t-test; 50 nM: 29.6 ± 5.3% decrease, n = 18, p<0.0001; Figure 2D).
PSAM4-GlyR does not silence D1-MSN action potential firing in whole-cell recordings
We next determined the effect of PSAM4-GlyR activation on neuronal excitability. Action potential firing was evoked by somatic current injections (50 pA, 2 s) during whole-cell current-clamp recordings from control and PSAM4-GlyR+ neurons. PSAM4-GlyR activation by uPSEM792 significantly depolarized the membrane potential of PSAM4-GlyR+ neurons compared to control neurons (Figure 3A and B). Two-way ANOVA showed a significant effect of PSAM4-GlyR activation on membrane potential (F1, 37 = 9.70, p=0.004), and a significant effect of uPSEM792 concentration (F1, 37 = 4.96, p=0.03). Relative to the resting membrane potential (−83.3 ± 0.7 mV), the depolarization induced by 10 and 50 nM uPSEM792 was 6.4 ± 2.0 mV (n = 14, p=0.007, paired t-test) and 20.9 ± 3.4 mV (n = 16, p<0.0001), respectively.
In control neurons, uPSEM792 (50 nM) did not change the number of evoked action potentials (n = 4–7, ANOVA mixed-effects analysis; no significant group effect: F1, 6 = 0.83, p=0.40, and no interaction: F2.1, 8.73 = 1.30, p=0.32; Figure 3B and F) or firing frequency (no significant group effect: F1, 6 = 0.29, p=0.61, and no interaction: F2.97, 12.55 = 2.78, p=0.08; Figure 3G). In PSAM4-GlyR+ neurons, all neurons treated with 10 nM uPSEM792 continued to fire action potentials with somatic current injections (n = 14, Figure 3C). In 50 nM uPSEM792, 10 of 16 neurons continued to fire action potentials with current injection and 6 of 16 neurons were depolarized sufficiently to enter into depolarization block upon uPSEM792 application (Figure 3C and D). The minimum positive current needed to evoke firing (approximation of rheobase) could not be determined in neurons that entered into depolarization block (6/16) upon activation of PSAM4-GlyR. When compared with neurons that continued to fire, neurons that entered into depolarization block with uPSEM792 application had similar resting membrane potential to other PSAM4-GlyR neurons (−83.1 ± 1.1 mV vs. −83.6 ± 1.3 mV), but had higher membrane resistance (92.4 ± 5.2 mΩ vs. 65.8 ± 6.7 mΩ), indicating that depolarization block was not due to a generally depolarized membrane potential prior to activation of PSAM4-GlyR. In neurons that continued to fire (10/16), there was no significant change in approximation of rheobase despite membrane depolarization with PSAM4-GlyR activation, likely due to shunting (two-way ANOVA; PSAM4-GlyR activation effect: F 1, 31 = 1.17, p=0.29; uPSEM792 concentration effect: F 1, 31 = 1.45, p=0.24; Figure 3E). Moreover, activation of PSAM4-GlyR with 50 nM UPSEM792 did not change the number of action potentials (n = 5–10, ANOVA mixed-effects analysis; no significant group effect: F1, 9 = 0.20, p=0.66, and no interaction: F9, 49 = 0.96, p=0.48; Figure 3H) or firing frequency (no significant group effect: F1, 9 = 0.05, p=0.82, and no interaction: F9, 48 = 0.66, p=0.48; Figure 3I).
PSAM4-GlyR induces action potential firing in D1-MSNs in cell-attached recordings
Whole-cell recording conditions affect intracellular chloride levels, which could confound data interpretation. Therefore, we sought to determine the effect of PSAM4-GlyR activation on D1-MSN firing using loose cell-attached recording configuration, which does not perturb intracellular chloride concentrations. After obtaining a steady baseline, uPSEM792 (100 nM) was applied for 5 min, followed by high potassium-containing CSF (~40 mM) to depolarize the neurons. High potassium results in rapid depolarization and firing by shifting the reversal potential of potassium to more positive values. Activation of PSAM4-GlyR in D1-MSNs did not suppress high-potassium-induced firing of action potentials (Figure 4A and B). In fact, in one of five neurons, activation of PSAM4-GlyR induced firing prior to high potassium application (not shown). Further, the frequency of high-potassium-induced firing was not different in uPSEM-treated control vs. PSAM4-GlyR+ neurons, suggesting the absence of a silencing effect by PSAM4-GlyR activation.
The whole-cell recording data in Figure 3A suggest that PSAM4-GlyR activation results in ~20 mV depolarization of D1-MSNs, which is not sufficient to reach firing threshold (~ −43 mV [Gertler et al., 2008]) from the resting membrane potential (~ −83 mV). Therefore, to determine if the membrane depolarization induced by PSAM4-GlyR activation is capable of triggering action potential firing when the membrane potential is closer to firing threshold, the cell-attached experiment was repeated after depolarizing the neurons to subthreshold potentials by increasing the extracellular potassium concentration from 4.5 mM to ~11.5 mM (10–13 mM). Under these conditions, cell-attached recordings show that activation of PSAM4-GlyR triggered firing of D1 MSNs (Figure 4C and D). In control cells, uPSEM792 did not result in firing, unlike high potassium application (Figure 4C and D). A mixed-effects two-way ANOVA showed a significant interaction effect between PSAM4-GlyR expression (+ vs. −) and recording condition (aCSF vs. uPSEM vs. high potassium) on the firing frequency (F2, 13 = 12.40, p=0.001). Post-hoc Sidak’s multiple comparisons tests showed a significant increase in firing frequency with application of uPSEM792 (compared with aCSF) in PSAM4-GlyR+ but not control neurons. In contrast, high potassium after uPSEM792 caused a significant increase in firing frequency in control neurons (compared to aCSF and uPSEM792), as opposed to reduced firing frequency in PSAM4-GlyR+ neurons, likely because of depolarization block, as is also suggested by the decrement in the amplitude of action currents with uPSEM792-induced firing (Figure 4C).
Taken together, the whole-cell and cell-attached recording results demonstrate that (1) activation of PSAM4-GlyR significantly depolarized the membrane potential, (2) the magnitude of the decrease in membrane resistance produced by opening of PSAM4-GlyR channels was not sufficient to inhibit neuronal firing via electrical shunting, and (3) PSAM4-GlyR activation could trigger action potential firing when neurons are depolarized to subthreshold potentials.
Sustained activation of PSAM4-GlyR results in runaway depolarization of D1-MSNs
Depolarization from the resting membrane potential (−83 mV) by activation of PSAM4-GlyR was expected given the calculated reversal potential of the channel (−62 mV, see Materials and methods). However, in most D1-MSNs (~57%), the depolarization overshot the expected reversal potential to potentials more positive than −62 mV (Figure 3A). Therefore, we examined the current–voltage relationship of PSAM4-GlyR. Voltage steps (from Vhold −88 mV, 1 s, −118 to −28 mV, 10 mV increments) were made in aCSF and uPSEM792, and PSAM4-GlyR current was isolated by subtraction (Figure 5A). In control neurons, uPSEM792 did not produce substantial current across the voltage range (Figure 5A and C). In PSAM4-GlyR+ neurons, uPSEM792 produced a transient current with the onset of the voltage step (inset ‘1’, Figure 5A) that relaxed toward a steady-state current during the voltage step (inset ‘2’, Figure 5A). The transient current reversed polarity at −61.4 mV (n = 21, CI: −64.0 to −59.0 mV, linear regression, r2 = 0.58, F1, 103 = 142.5, p<0.0001), consistent with the calculated reversal potential of the PSAM4-GlyR channel. Transient PSAM4-GlyR current was inward at potentials more negative than −61 mV, and outward at potentials less negative than −61 mV (Figure 5C). At steady state, the reversal potential of PSAM4-GlyR current showed a significant rightward shift to −44.2 mV (n = 21, CI: −48.3 to −38.2 mV, linear regression, r2 = 0.39, F1, 103 = 66.9, p<0.0001; paired t-test, t = 5.73, p<0.0001, Figure 5D and E). Further, the steady-state current showed a U-shaped current–voltage relationship (Figure 5D), and the outward current component was significantly smaller than the transient outward current (49.8 ± 38.4 pA vs. 307.1 ± 62.0 pA at Vhold −28 mV respectively, unpaired t-test, p<0.0001; Figure 5D). Thus, in D1-MSNs, the majority of outward current carried by PSAM4-GlyR channels was transient. Hence, during the firing cycle, membrane hyperpolarization via PSAM4-GlyR activation is expected to be minimal or transient, and thus, PSAM4-GlyR activation is predominantly depolarizing.
Instability of chloride equilibrium underlies PSAM4-GlyR-mediated depolarization
In order to gain a mechanistic understanding of PSAM4-GlyR-mediated depolarization, we examined tail currents generated by stepping back to a holding potential of −88 mV from preceding voltage steps. In principle, relaxation of outward currents during voltage steps could reflect fewer available channels (e.g., channel desensitization, inactivation, or voltage-dependent block), which would be expected to result in smaller tail currents. Alternatively, the relaxation of outward currents could be a manifestation of reduced driving force of chloride influx through PSAM4-GlyR channels due to the accumulation of intracellular chloride over the course of the voltage steps, which would be expected to result in larger tail currents. Indeed, many reports show that sustained activation of chloride conductances including GABAA receptors (Huguenard and Alger, 1986; Staley et al., 1995; Thompson and Gähwiler, 1989), glycine receptors (Karlsson et al., 2011), and Halorhodopsin (Raimondo et al., 2012; Alfonsa et al., 2015) can lead to chloride influx that overwhelms homeostatic mechanisms to pump chloride out, thereby elevating the intracellular chloride concentration. An increase in intracellular chloride manifests as a rightward shift of the chloride reversal potential, commensurate with our observation of a rightward shift of the PSAM4-GlyR reversal potential from −61 mV to −44 mV. Further, the magnitude of the tail current increased substantially with preceding depolarizing steps (Figure 5F and G; RM two-way ANOVA, significant PSAM4-GlyR activation effect: F1, 30 = 18.05, p=0.0002; significant PSAM4-GlyR activation × voltage step interaction: F9, 270 = 9.55, p<0.0001; Dunnett’s multiple comparisons test shows that tail currents from every preceding voltage step were significantly different from current at −88 mV without a preceding voltage step). These data reveal that the decline in outward current was not due to fewer available channels but was consistent with a change in the driving force and shift in the reversal potential during the depolarizing voltage steps. In addition, the magnitude of the shift in reversal potential was positively correlated with the conductance of PSAM4-GlyR, measured at Vhold −88 mV (Pearson’s correlation, r = 0.57, p=0.0008, n = 21; Figure 5H). The tail current analysis also suggested some intrinsic voltage-sensitivity of PSAM4-GlyR. The magnitude of tail currents decreased with preceding hyperpolarizing steps (e.g., −98, –108, or −118 mV) and increased with preceding depolarizing steps (e.g., −78 or −68 mV; Figure 5F and G), suggesting that hyperpolarization reduced the number of available channels, or that depolarization increased the number of available channels. Taken together, the results suggest that activation of PSAM4-GlyR in D1-MSNs is largely depolarizing at sub- and peri-threshold membrane potentials likely due to two mechanisms: increased channel availability with depolarization due to intrinsic voltage-sensitive mechanisms, and more prominently, a rightward shift of PSAM4-GlyR reversal potential due to accumulation of intracellular chloride at depolarized potentials.
Loss of GABAergic inhibition following activation of PSAM4-GlyR
Shifts in intracellular chloride concentration have been shown to result in ‘apparent cross-desensitization’ of glycine- and GABAA receptors whereby sustained activation of one chloride-permeable channel (e.g., glycine channel) results in reduced currents carried by another chloride-permeable channel (e.g., GABAA channel) and vice versa (Karlsson et al., 2011). Therefore, we examined GABAA receptor-mediated synaptic currents in PSAM4-GlyR+ neurons following activation of PSAM4-GlyR. A bipolar stimulating electrode was placed in the brain slice and GABAA receptor-mediated synaptic currents were electrically evoked. The same voltage steps were made (as to assess the current–voltage relationship of PSAM4-GlyR current) and GABAA receptor-mediated synaptic currents were evoked 850 ms into the voltage step where uPSEM792 current reached steady state (single electrical pulse, 0.1 ms, Figure 6A and B). In neurons that showed a rightward shift in reversal potential of PSAM4-GlyR (>5 mV shift, n = 5, Erevshift = 17.3 ± 6.3 mV), the amplitude of the GABAA receptor-mediated synaptic currents significantly decreased upon activation of PSAM4-GlyR compared with aCSF (−33.4 ± 6.0 pA vs. −7.8 ± 1.3 pA at Vhold −88 mV, paired t-test: p=0.01; Figure 6C). Further, the reversal potential of GABAA receptor-mediated synaptic currents showed a significant rightward shift from −60.9 mV in aCSF to −51.6 mV upon activation of PSAM4-GlyR (aCSF: CI: −64.2 to −58.1 mV, linear regression, r2 = 0.78, F1, 13 = 43.7, p<0.0001; uPSEM792: CI: −55.2 to −46.7 mV, r2 = 0.66, F1, 7 = 13.7, p=0.008; test of equal intercepts: F1, 21 = 18.3, p=0.0003; Figure 6C). In neurons that did not show a shift in reversal potential of PSAM4-GlyR (n = 3, Erevshift = 2.1 ± 1.0 mV), there was no change in the reversal potential or amplitude of GABAA receptor-mediated synaptic currents (aCSF: GABAAErev = −64.7 mV, CI: −68.5 to −62.1 mV, linear regression, r2 = 0.91, F1, 7 = 68.8, p<0.0001; uPSEM792: GABAAErev = −64.9 mV, CI: −66.7 to −63.4 mV, r2 = 0.96, F1, 4 = 87.5, p=0.0007; Figure 6D). These results indicate that activation of PSAM4-GlyR reduced GABAergic inhibition of D1-MSNs.
Discussion
Strategies to manipulate neuronal activity in defined cell populations have become instrumental in mapping neural circuits and correlating neuronal and circuit activity with behavior. Engineered receptors to promote excitation (e.g., Channelrhodopsin-2, Gq-DREADDs) have been largely successful, albeit with careful consideration of ligand-related off-target effects (Gomez et al., 2017; Manvich et al., 2018). In contrast, silencing of neuronal firing has been uniquely challenging, especially when relying on chloride conductances (Wiegert et al., 2017). The utility of a chloride conductance like PSAM4-GlyR to silence firing relies on hyperpolarization of the membrane at potentials more positive than the chloride reversal potential and/or the efficacy of the channels to shunt membrane depolarization (Doyon et al., 2016).
The present study shows that PSAM4-GlyR in D1-MSNs is predominantly depolarizing, fails to inhibit neuronal firing, triggers action potential firing when neurons are depolarized to subthreshold potentials, and has a limited capacity to hyperpolarize these neurons even at more depolarized potentials. When activated near the resting membrane potential (−83 mV), PSAM4-GlyR passes inward current and depolarizes D1-MSNs. When activated at potentials more depolarized than the chloride reversal potential, PSAM4-GlyR passes transient or small outward currents, likely due to influx and accumulation of intracellular chloride that overwhelms endogenous mechanisms to restore the chloride gradient (Huguenard and Alger, 1986; Staley et al., 1995; Thompson and Gähwiler, 1989; Karlsson et al., 2011; Raimondo et al., 2012; Alfonsa et al., 2015). Bath application or systemic injection of high potency exogenous agonists of chloride conductances (e.g., uPSEM792) is a very different phenomenon than physiological activation of native chloride conductances (e.g., GABAA and glycine receptors) by endogenous agonists. The release and clearance of endogenous neurotransmitters are usually tightly controlled and occur over the scale of milliseconds, allowing the neurons to better maintain a stable intra- and extracellular chloride gradient. This is unlike exogenous agonists that result in sustained activation over seconds or minutes and cause massive chloride influx and a shift in chloride reversal potential. In addition, the expression of endogenous chloride conductances is also regulated, unlike viral overexpression of exogenous conductances (e.g., PSAM4-GlyR) which only augments the magnitude of chloride influx, hence the unpredictable nature of neuronal responses to the activation of exogenous chloride conductances with exogenous agonists.
More commonly, chloride conductances inhibit action potential firing through electrical shunting. Opening channels decrease membrane resistance which reduces (shunts) depolarization in response to inward current. While there was a significant decrease in membrane resistance associated with opening PSAM4-GlyR in D1-MSNs (~30% reduction), it was not sufficient to prevent suprathreshold depolarization by current injection. The majority of neurons were equally capable of firing action potentials to current injection. Despite using high viral titer in our experiments, the decrease in membrane resistance we observed was lower than previously reported in cortical layer 2/3 neurons where PSAM4-GlyR activation suppressed firing (Magnus et al., 2019). While increasing PSAM4-GlyR conductance by further increasing expression levels could theoretically improve shunting efficacy, the data in this study show a strong correlation between PSAM4-GlyR conductance and the rightward shift in PSAM4-GlyR reversal potential, suggesting that increasing expression levels will only promote further depolarization with PSAM4-GlyR activation. The lack of shunting efficacy in D1-MSNs is likely due to their low membrane resistance (~78 MΩ in brain slices as measured above) relative to other neurons in the brain (e.g., pyramidal neurons in cortex and hippocampus). It is important to note that membrane resistance is inversely proportional to temperature, age, and number/activity of synaptic inputs (Kroon et al., 2019; Waters and Helmchen, 2006; Fernandez et al., 2018), and therefore, the shunting efficacy of PSAM4-GlyRs during behavioral experiments in vivo is likely to be lower than in brain slices.
In the awake behaving state in vivo, MSNs show brief and irregular spontaneous membrane potential fluctuations between depolarizations (−50 to −60 mV) that facilitate action potential firing and hyperpolarizations (−80 to −90 mV), with the overall membrane potential following a Gaussian distribution (mean ~ −69 mV) (Mahon et al., 2006). The cell-attached data show that activation of PSAM4-GlyR triggers action potential firing when the neurons are depolarized to subthreshold potentials by increasing extracellular potassium. A caveat of these data is that increasing extracellular potassium may indirectly impair chloride extrusion via the potassium-chloride cotransporter, KCC2, which may exacerbate instability of the chloride gradient and make the cells more excitable. Such KCC2 perturbance is expected to affect both control and PSAM4-GlyR cells. However, the increased excitability observed in our experiments was limited to the PSAM4-GlyR cells supporting the conclusion of PSAM4-GlyR driven increase in excitability. The current-clamp data showed that activation of PSAM4-GlyR depolarized D1-MSNs by ~20 mV and was sufficient to produce depolarization block in a proportion of neurons. This implies that in vivo, PSAM4-GlyR activation will effectively increase the probability and duration of spontaneous depolarizations, and increase the probability of D1-MSN firing especially during these depolarizations. The results also show that PSAM4-GlyR activation results in ‘apparent cross-desensitization’ of GABAA synaptic currents, producing a rightward shift in the GABAA reversal potential and a profound reduction of inhibitory GABAA synaptic currents onto D1-MSNs, likely attributed to electrical shunting since the reduction was observed at all potentials. Given the critical role of local GABAergic inhibition in the striatum in regulating neuronal activity (Burke et al., 2017; Koós and Tepper, 1999), PSAM4-GlyR triggered reduction of GABAergic inhibition will further increase the likelihood of D1-MSNs activation rather than inhibition. Thus, increased c-fos expression in D1-MSNs following in vivo activation of PSAM4-GlyR is likely caused by PSAM4-GlyR-induced depolarization and firing in addition to loss of GABAergic inhibition, and reflects increased neuronal activity of D1-MSNs in vivo.
Finally, PSAM4-GlyR-induced depolarization may allow robust calcium influx via voltage-gated calcium channels and NMDA receptors relieved from voltage-dependent magnesium pore-block (Mayer and Westbrook, 1987; Mayer et al., 1984). Calcium influx activates calcium/calmodulin-dependent protein kinases (CaMKs), calcium response elements in genes, and various other signaling cascades (Pasek et al., 2015; Clapham, 2007), which are known to influence synaptic plasticity and behavior (Lisman et al., 2002; Wayman et al., 2008). Therefore, it is possible that when used to silence neurons, PSAM4-GlyR activation could confound the interpretation of experimental results due to depolarization-induced calcium influx, independent of PSAM4-GlyR’s effect on action potential firing like in the case of depolarization-block.
In summary, activation of PSAM4-GlyR expressed in D1-MSNs in the ventral striatum enhanced neuronal activity through direct depolarization and did not suppress action potential firing via membrane shunting. The results of our study show that the PSAM4-GlyR approach to silence neurons may not be suitable for all cell types and highlight the need to validate the inhibition of neuronal firing by PSAM4-GlyR in the cell type of interest prior to behavioral studies. More broadly, these data demonstrate that achieving neuronal silencing with chloride conductances continues to be challenging and may result in unexpected neuronal activation.
Materials and methods
Subjects
All experimental procedures were conducted in accordance with the guidelines of the National Institutes of Health Guide for the Care and use of Laboratory Animals, and approved by the Animal Care and Use Committee of the National Institute on Drug Abuse. We used adult female and male prodynorphin-Cre mice (pdyn-Cre; 8–12 weeks old, breeding facility at the Intramural Research Program, National Institute on Drug Abuse) for electrophysiology and c-fos experiments. We crossed pdyn-Cre and Ai9 Rosa-tdTomato mice to validate selectivity of viral transduction (Figure 1A). Mice were group housed four per cage and maintained under a 12 hr light cycle at 21 ± 2°C. Food and water were freely available.
Stereotaxic virus injection
Request a detailed protocolAAV-SYN-flex-PSAM4-GlyR-IRES-EGFP was a gift from Scott Sternson (Addgene viral prep # 119741-AAV5; http://n2t.net/addgene:119741; RRID:Addgene_119741; >1 × 1013 vg/ml). Control virus was AAV1-EF1α-DIO-eYFP (>1 × 1013 vg/ml, University of North Carolina Viral Core, NC). Mice were anesthetized with an i.p. injection of a cocktail of ketamine (100 mg/kg) and xylazine (10 mg/kg) and secured in a stereotaxic frame (David Kopf Instruments, CA). PSAM4-GlyR and control viruses were injected (0.2–0.5 µl, 0.05 µl/min) into the medial ventral striatum (targeted coordinates relative to bregma: 1.4 mm AP, 0.5 mm ML (10°), and −4.5 mm DV) using a 29 G stainless steel cannula connected to a 2 μl Hamilton syringe or a Nanoject system (Drummond Scientific, PA). The injectors were retracted slowly after 5 min. Mice were given carprofen (5 mg/kg) post-surgery for pain relief.
Brain slice preparation and electrophysiological recordings
Request a detailed protocolAfter >4 weeks of viral incubation, mice were anesthetized with Euthasol (i.p., Virbac AH, Inc, TX) and then decapitated. Brains were rapidly removed and placed in room temperature (25°C) modified Krebs’ buffer containing (in mM): 125 NaCl, 4.5 KCl, 1.0 MgCl2, 1.2 CaCl2, 1.25 NaH2PO4, 11 D-glucose, and 23.8 NaHCO3, bubbled with 95/5% O2/CO2 with 5 µM MK-801 to increase slice viability. Using a vibrating microtome (Leica Biosystems, IL). Coronal brain slices (220 µm) containing the ventral striatum were collected and incubated at 32°C for 4 min, then transferred to room temperature until use. All recordings were from neurons in the ventro-medial shell of the nucleus accumbens. Cells were visualized using IR-DIC and fluorescence on an upright Olympus BX51WI microscope (Olympus, MA). Transduced D1-MSNs were identified by visualization of eGFP or eYFP. Whole-cell patch-clamp recordings were made at 35 ± 1°C with a Multiclamp 700B amplifier and Digidata 1440a digitizer with Clampex and Axoscope software (Molecular Devices, CA). Data were digitized at 20 kHz. For voltage-clamp experiments, data were filtered at 2 kHz. Recordings were performed in modified Krebs’ buffer. In the majority of experiments, receptor antagonists were used to eliminate fast synaptic transmission (3 µM NBQX or DNQX and 100 µM picrotoxin). For whole-cell configuration recordings, pipette resistance was 1.5–2.5 MΩ when filled with internal solution containing (in mM) K-methylsulfate (122), HEPES (Chung, 2015), EGTA (0.45), NaCl (Krashes et al., 2014), MgCl2 (1.8), CaCl2 (0.1), Mg-ATP (Manvich et al., 2018), Na-GTP (0.3), creatine phosphate disodium (Enoksson et al., 2012), pH 7.35 and 284 mOsm. For cell-attached configuration recordings, pipette resistance was 2–4 MΩ when filled with Krebs’ buffer. Cell-attached recordings in which the neuron did not fire under uPSEM792 or high [K+] were excluded from analysis.
Assuming permeability to Cl− only, the calculated reversal potential of PSAM4-GlyR was −62.3 mV. Assuming that PSAM4-GlyR has similar Cl−/HCO3− permeability to GlyR (PHCO3−:PCl−=0.14) (Jun et al., 2016), the calculated reversal potential of PSAM4-GlyR in our recording conditions was −60.7 mV ([Cl−]out133.9 mM, [Cl−]in12.8 mM, [HCO3−]out23.8 mM, and assuming [HCO3−]in8 mM). Series resistance was monitored throughout the recordings and not compensated. Reported voltages were corrected for a liquid junction potential of −8 mV between the internal and external solutions. To measure neuronal excitability, current was injected in 50 pA increments (2 s). In determining the current–voltage (I-V) relationship using voltage steps, the external solution of some recordings included 1 μM tetrodotoxin (TTX) to eliminate sodium channel-dependent spiking. There were no differences in the shape of the I-V with or without TTX, so data were combined. Reversal potentials were determined by linear regression considering each replicate an individual point. Recordings in which current did not cross 0 pA were omitted from analysis (n = 2). GABAA receptor-mediated synaptic currents were evoked with electrical stimulation delivered by a bipolar stimulating electrode placed in the brain slice, in the presence of ionotropic glutamate receptor antagonists (NBQX/DNQX) to isolate fast GABAergic synaptic transmission. Peak amplitude of GABAA receptor-mediated synaptic currents was measured 3–4 ms from the apparent peak to remove any potential contribution from a stimulation-induced ‘escaped’ action potential.
Immunohistochemistry and confocal microscopy
Request a detailed protocolFor immunohistochemistry, confocal microscopy, and image analysis, the experimenter was blinded to the animal treatment group. Mice microinjected with PSAM4-GlyR vs. control AAV into the medial ventral striatum received an i.p. injection of uPSEM792 (3 mg/kg) or saline followed 30 min later by an i.p. injection of fentanyl (0.2 mg/kg) or saline (Figure 1B). After 90 min, at the expected peak of c-fos protein expression (Barros et al., 2015), mice were euthanized with Euthasol (i.p.) and transcardially perfused with 1× PBS followed by ice-cold 4% paraformaldehyde (pH 7.4, Sigma Aldrich, MO). The brains were collected and fixed overnight in 4% paraformaldehyde at 4°C, and then moved to PBS. Coronal brains slices (50 μm) containing the viral injection sites were collected using a vibratome (Leica Biosystems, IL). Free-floating brain slices were washed in PBS (×3), permeabilized and blocked in a solution containing PBS, 0.3% Triton-X, and 5% normal donkey serum for 2 hr. Slices were then incubated at 4° overnight in a solution containing PBS, 0.03% Triton-X, 5% normal donkey serum, and 1:4000 rabbit anti-c-fos primary antibody (Cell Signaling, MA). This was followed by a wash in PBS (×3) and incubation in 1:500 donkey anti-rabbit secondary antibody, conjugated to Alexa-Fluor-647 (Jackson ImmunoResearch, PA) for 1 hr and 45 min. Slices were then washed in PBS (×3) and mounted with DAPI Fluoromount mounting medium (Thermo Fisher Scientific, MA). Confocal images were collected using an Olympus Fluoview FV1000 confocal microscope with 20× (0.75 NA) or 40× (0.95 NA) objective lens and processed using ImageJ. Z-stack images of the viral injection site in the right hemisphere (two to three brain sections) were collected. Expression of c-fos and eGFP/eYFP was manually quantified by counting fluorescent cells within the image frame. The number of non-transduced cells was obtained by subtracting the number of transduced cells from the number of cells stained with DAPI. Results from all brain sections were averaged for each mouse.
Drugs uPSEM792, MK-801, picrotoxin, and NBQX were purchased from Tocris (MN). All other electrophysiological reagents were obtained from Sigma-Aldrich (MO).
Data analysis
Request a detailed protocolData were analyzed using Clampfit 10.7. Data are presented as representative traces, or in bar graphs with means ± SEM, and in scatter plots where each point is an individual mouse (Figure 1) or cell (Figures 2–6). In Figure 1, n = number of mice (8–12/group). In Figures 2–6, n = number of cells. The number of mice used is as follows: Figure 2 (5–8/group), Figure 3 (3–7/group), Figure 4 (2–4/group), Figure 5 (4–7/group), and Figure 6 (Manvich et al., 2018). No sample was tested in the same experiment more than once (technical replication). Image analysis for Figure 1 was done blindly. Data were analyzed using GraphPad Prism (v 8.1.1; GraphPad software, CA). The statistical tests we used included t-tests (paired or unpaired), ANOVAs (with or without repeated measures) with Sidak’s or Dunnett’s multiple comparison test (as recommended by Prism), ANOVA mixed-effects analysis (when missing values prohibited repeated-measures analysis with ANOVAs), Pearson’s correlation, and linear regression (we ensured there were no departures from linearity with replicates test). Significance level was set at p<0.05.
Data availability
All data generated or analyzed during this study are included in the manuscript and supporting files.
References
-
The contribution of raised intraneuronal chloride to epileptic network activityJournal of Neuroscience 35:7715–7726.https://doi.org/10.1523/JNEUROSCI.4105-14.2015
-
The pattern of c-Fos expression and its refractory period in the brain of rats and monkeysFrontiers in Cellular Neuroscience 9:72.https://doi.org/10.3389/fncel.2015.00072
-
Excitatory GABAergic effects in striatal projection neuronsJournal of Neurophysiology 95:1285–1290.https://doi.org/10.1152/jn.00598.2005
-
Morphine activation of c-fos expression in rat brainBiochemical and Biophysical Research Communications 157:698–704.https://doi.org/10.1016/S0006-291X(88)80306-1
-
A brief introduction to the transduction of neural activity into fos signalDevelopment & Reproduction 19:61–67.https://doi.org/10.12717/DR.2015.19.2.061
-
Dichotomous anatomical properties of adult striatal medium spiny neuronsJournal of Neuroscience 28:10814–10824.https://doi.org/10.1523/JNEUROSCI.2660-08.2008
-
Pore dilatation increases the bicarbonate permeability of CFTR, ANO1 and glycine receptor anion channelsThe Journal of Physiology 594:2929–2955.https://doi.org/10.1113/JP271311
-
Cl− concentration changes and desensitization of GABAA and glycine receptorsJournal of General Physiology 138:609–626.https://doi.org/10.1085/jgp.201110674
-
Inhibitory control of neostriatal projection neurons by GABAergic interneuronsNature Neuroscience 2:467–472.https://doi.org/10.1038/8138
-
The molecular basis of CaMKII function in synaptic and behavioural memoryNature Reviews Neuroscience 3:175–190.https://doi.org/10.1038/nrn753
-
Distinct patterns of striatal medium spiny neuron activity during the natural sleep-wake cycleJournal of Neuroscience 26:12587–12595.https://doi.org/10.1523/JNEUROSCI.3987-06.2006
-
Depolarizing IPSPs and depolarization by GABA of rat neostriatum cells in vitroExperimental Brain Research 45-45:108–114.https://doi.org/10.1007/BF00235769
-
Differential CaMKII regulation by voltage-gated calcium channels in the striatumMolecular and Cellular Neuroscience 68:234–243.https://doi.org/10.1016/j.mcn.2015.08.003
-
Optogenetic silencing strategies differ in their effects on inhibitory synaptic transmissionNature Neuroscience 15:1102–1104.https://doi.org/10.1038/nn.3143
-
Background synaptic activity is sparse in neocortexJournal of Neuroscience 26:8267–8277.https://doi.org/10.1523/JNEUROSCI.2152-06.2006
Article and author information
Author details
Funding
National Institute on Drug Abuse (DA048085)
- Khaled Moussawi
The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
Acknowledgements
We would like to thank Dr. Shiliang Zhang and the Confocal and Electron Microscopy Core at the NIDA Intramural Research Program for helping with confocal imaging. This project was supported by the Intramural Research Program at the National Institute on Drug Abuse, DA048085 (KM), and the Center on Compulsive Behaviors, National Institutes of Health via NIH Director’s Challenge Award (SCG).
Ethics
Animal experimentation: All experimental procedures were conducted in accordance with the guidelines of the National Institutes of Health Guide for the Care and use of Laboratory Animals, and approved by the Animal Care and Use Committee of the National Institute on Drug Abuse (Protocol #17-CNRB-133 ).
Copyright
This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
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