Abstract
Glycogen synthase kinase-3 (GSK-3) plays a critical role in cognitive dysfunction associated with Alzheimer’s disease (AD), yet the mechanism by which GSK-3 alters cognitive processes in other disorders, such as schizophrenia, remains unknown. In the present study, we demonstrated a role for GSK-3 in the direct regulation of neuronal oscillations in hippocampus (HIP) and prelimbic cortex (PL). A comparison of the GSK-3 inhibitors SB 216763 and lithium demonstrated disparate effects of the drugs on spatial memory and neural oscillatory activity in HIP and PL. SB 216763 administration improved spatial memory whereas lithium treatment had no effect. Analysis of neuronal local field potentials in anesthetized animals revealed that whereas both repeated SB 216763 (2.5 mg/kg) and lithium (100 mg/kg) induced a theta frequency spike in HIP at approximately 10 Hz, only SB 216763 treatment induced an overall increase in theta power (4–12 Hz) compared to vehicle. Acute administration of either drug suppressed slow (32–59 Hz) and fast (61–100 Hz) gamma power. In PL, both drugs induced an increase in theta power. Repeated SB 216763 increased HIP–PL coherence across all frequencies except delta, whereas lithium selectively suppressed delta coherence. These findings demonstrate that GSK-3 plays a direct role in the regulation of theta oscillations in regions critically involved in cognition, and highlight a potential mechanism by which GSK-3 may contribute to cognitive decline in disorders of cognitive dysfunction.
Introduction
Glycogen synthase kinase-3 (GSK-3) is a constitutively active protein kinase with an array of physiological functions including mediating intracellular signaling, as well as regulating neuronal plasticity, gene expression, and cell survival (). GSK-3 exists as two isoforms, GSK-3α and GSK-3β, but the major research focus has been on GSK-3β as a result of its involvement in neuropsychiatric and neurodegenerative disease. Indeed, in recent years GSK-3 has been shown to be fundamental to the processes underlying cognitive function and evidence suggests that increased GSK-3 activity may represent a common biochemical mediator of impaired cognitive function in many central nervous system diseases (; ; ; ).
A role for overactive GSK-3 as a critical mediator of cognitive decline in Alzheimer’s disease (AD) has been widely documented (; ; ; ; ; ). In AD, overactivation of GSK-3 induces hyperphosphorylation of tau proteins resulting in the development of neurofibrillary tangles (NFTs) (; ) which are thought to contribute directly to cognitive dysfunction (). In schizophrenia, a disorder associated with cognitive dysfunction, a role for elevated GSK-3 activity in the neuropathology of this disorder is provided by postmortem findings, as well as genetic and behavioral studies. For example, reduced phosphorylation levels of GSK-3 (which correlate with increased activity) in postmortem frontal cortex samples of patients with schizophrenia has been documented (). In addition, associations between genetic variation in the GSK-3 gene and schizophrenia (SZ) have been reported (; ; ) and a number of other susceptibility genes for SZ, including the genes encoding for the proteins disrupted in SZ (DISC1), neuregulin 1 (NRG-1), and dysbindin converge on GSK-3 signaling (; ; ; ; ; ; , ). More recently, developmental inhibition of GSK-3 was shown to alleviate spatial memory deficiencies in a mouse model of schizophrenia predisposition () indicative of a direct link between GSK-3 and the development of processes critical to aberrant cognitive functioning in this disorder. In line with these findings GSK-3 has been shown to be involved in mediating reductions in cognitive performance associated with diabetes mellitus (; ), Fragile-X syndrome (; ; ), and human immunodeficiency virus (), and in a model of traumatic brain injury improvements in spatial memory induced by valproate were associated with inhibition of GSK-3 in hippocampus ().
A critical role for GSK-3 in inducing cognitive dysfunction via neurofibrillary tangle formation in AD is known. Yet, the involvement of this protein in other disorders of cognitive decline raises the possibility of an additional, and more direct, role for this kinase in mediating the processes underlying learning and memory not only in disease, but in healthy organisms as well. This idea is supported by studies in healthy animals showing that increased GSK-3 expression, within whole brain or in cortical and hippocampal neurons, could negatively affect cognitive function in both rats and mice (; ). However, behavioral studies examining the effects of GSK-3 inhibitors on learning and memory under normal conditions are conflicting, with some reports showing positive (; ), negative (; ), or no effects of the drugs (; ). Despite these disparate findings, the large number of studies showing a role for GSK-3 in mediating cognitive performance in neurodegenerative disease, neuropsychiatric disorders and in injury, suggest that while a number of neuropathological processes may converge on GSK-3 signaling, the downstream effects of its increased activation are likely similar across many disease processes.
One possible consequence of increased GSK-3 activation is through the disruption of brain electrophysiological rhythms. Neuronal oscillatory rhythms, which are derived from macroscopic oscillations of neuronal populations, have patterns that are highly conserved across species () and are critical to cognitive functioning (; ). Neuronal oscillations in prefrontal cortex (PFC) and hippocampus (HIP) specifically have been shown to be of significant importance, having been linked with working memory in both humans (; ) and in animals (; ; ), and dysregulated neuronal oscillatory activity in and between HIP and PFC have been widely documented in disease states such as AD and schizophrenia (; ; ; ; ; ; ; , ). For example, in humans or animal models reduced event-related increases in cortical gamma activity, or gamma-theta frequency coupling, in both AD and schizophrenia have been demonstrated (; ; ; ; ; ). Additionally in HIP, rodent models have demonstrated reduced elicited theta power, and/or gamma-theta coupling, in both disorders (; ; ; ; ), with the augmentation of elicited theta power demonstrated to be characteristic of drugs used in clinical treatment of AD such as acetylcholinesterase inhibitors and memantine (; ).
Further evidence of a role for GSK-3 in neuronal oscillations comes from reports showing the regulation of ion channel function by this protein kinase (). Of relevance to the proposed study, GSK-3 has been shown to control the function of the N-methyl-D-aspartate (NMDA) receptor (), a receptor also implicated in the regulation of oscillatory activity within the PFC and HIP (; ; ). Specifically, demonstrated that the pharmacological inhibition or silencing of GSK-3 induced a long-lasting reduction of NMDA receptor-mediated ionic synaptic current in cortical pyramidal neurons. Interestingly, the effect of GSK-3 was specific for the GluN2B-containing NMDA receptors (), receptors that are involved in the induction of long-term depression (LTD) (; ). In addition to regulating NMDA receptor function, GSK-3 is also involved in voltage-gated sodium (Nav) channel function, both through regulation of surface expression (; ) or functional activity via phosphorylation of fibroblast growth factor 14 (FGF14) (), a protein that interacts with the C terminus of Nav channels to regulate both the functional properties and subcellular distribution of the channels (; ). Nav channels have been recently shown to play a role in the regulation of PFC and HIP gamma oscillations (; ), and have been implicated as playing a key role in the neuropathophysiology of AD ().
Lithium has been shown to inhibit GSK-3β directly in vitro, albeit with high Ki (∼2.0 for GSK-3β, Klein and Melton), and in vivo through activation of Akt (). However, lithium has also been demonstrated to inhibit other enzymes including inositol monophosphatases (IMPAs) (), bisphosphate 3′-nucleotidase (BPNT1) (), and cyclooxygenase (COX) (; ). Furthermore, lithium has been shown to influence numerous neurotransmitter systems including, serotonin, dopamine, and glutamate (). Despite the known role of GSK-3 in learning and memory, the effects of lithium on cognition are conflicting, with studies showing positive effects (; ; ; ; ), little to no effect (; ; ; ; ), or negative effects (; ; ) of treatment on cognitive function. In the present study, we therefore sought to evaluate and compare the effects of a direct GSK-3 inhibitor, SB 216763, with lithium on the regulation of neuronal oscillatory activity within, and between, the HIP and PFC and the impact of these drugs on cognitive performance in a water maze test of spatial memory and reversal learning, tests that require HIP and PFC function, respectively (; ). Animals were administered five daily drug or vehicle injections with recordings taken from anesthetized rats at baseline, prior to behavioral testing on day 1, and following behavioral testing on day 1 and day 5.
Materials and Methods
Animals
Twenty-four adult male Wistar rats weighing approximately 350–400 g at the start of the experiments were used. Rats were housed up to three rats per cage in polyethylene cages in a colony room maintained on a 12-h light–dark cycle with free access to food and water. Rats were handled for 2 min daily for 5 days before the start of experiments. All treatments were performed during the light phase of the day–night cycle. All procedures involving animals complied with the guidelines described in the Guide to the Care and Use of Experimental Animals (Canadian Council on Animal Care, 1993), and were approved by the Animal Care Ethics Committee of the University of Toronto.
Drugs
The GSK-3 inhibitor SB 216763 (Tocris Bioscience) was dissolved in a solution of DMSO, polyethylene glycol and sterile water, and administered at a dose of 2.5 mg/kg (i.p.) (; ). Lithium chloride (lithium) was dissolved in 0.9% saline and administered at a dose of 100 mg/kg (i.p.). This dose was chosen as it was shown to increase phosphorylation of Akt (), an upstream negative regulator of GSK-3. For non-drug injections, an equivalent volume of vehicle (50% of the control animals received saline and 50% received DMSO, polyethylene glycol, sterile water) was administered. All injections were administered at a volume of 1.0 ml/kg.
Behavior
Behavioral tests took place 10 min post-injection for SB 216763 and 30 min post-injection for lithium. Vehicle-treated animals were divided into two groups that underwent testing 10 or 30 min post-injection. For this group the data was pooled as no intra-group variation was evident. Animals were trained to locate a submerged platform in the Morris water maze using an allocentric task (i.e., using distal cues to find the platform) (). The maze consisted of a circular pool (2 m diameter) filled with water maintained at 23 ± 1°C. The pool contained a transparent circular platform (10 cm diameter) in one quadrant with the surface 3 cm below the water surface, and placed approximately 20 cm from the wall.
The allocentric task consisted of four trials per day with an inter-trial interval of 2 min for four consecutive days. Each trial began with placing the rat into the pool in one of the three quadrants that did not contain the platform (the starting quadrant was similar for all rats tested). Rats were allowed to swim for 2 min after which, if the rat did not find the platform, it was placed on the platform where it remained for a period of 30 s. For each subsequent trial the release point of the rat was shifted, however, the platform always remained in the same position. During the reversal, on day 5, the platform was moved to the quadrant opposite, and animals were allocated up to 15 trials to locate the platform under 20 s three times consecutively. Swimming trajectories were recorded and analyzed with Any-maze software (Stoelting). The escape latencies and distance traveled were obtained from each rat. The mean swimming distance and the mean daily latencies from the four daily trials were compared.
Surgeries
Rats were anesthetized with isoflurane (induction 5%, maintenance 2%), administered the analgesic ketoprofen (5 mg/kg, s.c.) and secured in a stereotaxic frame. Body temperature was maintained at 37°C by a warming pad. Two custom length (25 mm) polyimide-insulated stainless steel wire twisted electrodes (Plastics One: E363/3-2TW, 0.125 mm) were implanted unilaterally into the dorsal CA1 region of the HIP (AP -3.6, ML -1.8, DV -2.9) and two into the prelimbic (PL) region of the PFC (AP +3.0, L -0.7, DV -4.0; ). Two screws attached to Teflon-insulated 20 mm length stainless steel wire (Plastics One, E363/20, 0.56 mm) were fixed into the skull above lambda as ground and the opposite hemisphere from electrode placement as reference. Additional anchor screws were attached to the skull and electrodes secured with dental cement to the anchor screws. The animals received an additional injection of ketoprofen 24 h following surgery and were allowed to recover individually in their home cage for a minimum of 10 days before the experiments were performed. Electrode placement was validated post-mortem.
Electrophysiology
All LFP oscillatory recordings (Intan Technologies) were performed in anesthetized animals (isoflurane 2%) under a heating lamp. Breathing and heart rate were monitored while animals were under anesthesia. Baseline recordings were performed 3 days prior to the beginning of the behavioral experiment. During the behavioral experiment recordings were taken post-drug injection following (and not prior to) the last trial on Injection Day 1 (acute drug administration) or Injection Day 5 (repeated drug administration). We therefore chose to anesthetize the animals prior to recording to evaluate drug-evoked responses and at the same time eliminate the contribution of arousal state that may occur as a result of variations in overall swimming duration. LFP oscillatory data was collected for a 5 min period and sampled at a rate of 5000 samples/s. The spectral power of LFP oscillations in each region and coherence between regions were analyzed using routines from the Chronux software package for MATLAB (MathWorks). Recordings were downsampled, segmented, detrended, and low-pass filtered to remove high frequencies greater than 100 Hz. Continuous multitaper spectral power and coherence (tapers = [5 9]) between regions was calculated for each segment in the following frequency bands: delta (1–4 Hz), theta (>4–12 Hz), beta (>12–32 Hz), slow gamma (>32–59 Hz), and fast gamma (>61–100 Hz).
Data Analysis
For the behavioral data, trials were averaged and the statistical significance of each dependent measure evaluated using a repeated measures ANOVA with a within subjects factor of Trial Day, and Drug as the between-subjects factors, and followed by Bonferroni post hoc tests. All data are expressed as means ± SEM. LFP spectral power was normalized to total spectral power. LFP power curves are reported as mean power for the slower frequencies and log-transformed for the gamma frequencies (>40 Hz) to better exhibit group differences. Quantification of the LFP power data at each frequency measure is reported as means ± SEM for between group comparisons, or as percent change from baseline for within group comparisons. For the within subjects analysis, a repeated measures ANOVA was performed for each frequency, with a within subjects factor of Injection # (baseline, 1 or 5 days), and followed by paired Student’s t-tests for post hoc comparisons to baseline. Some planned comparisons were performed to evaluate within subject changes between acute or repeated drug treatments with baseline. For the between subjects analysis, an ANOVA was performed for each frequency at each Injection # (baseline, 1, 5 days), with Drug as the between-subjects factor and followed by Bonferroni post hoc comparisons. Computations were performed using the SPSS/PC+ statistical package (IBM, Armonk, NY, United States).
Results
Effect of GSK-3 Inhibition on Spatial and Reversal Learning
The experimental timeline is depicted in Figure 1A. To evaluate whether GSK-3 inhibition could enhance spatial learning and memory the effects of selective GSK-3 inhibitor SB 216763, and the non-selective inhibitor lithium, on allocentric and reversal learning in the Morris water maze were examined. Significant differences between drug treatments in latency to find the platform and the distance traveled in the maze were evaluated. A comparison of all three groups across injections revealed a significant Drug × Trial Day interaction [F(6,60) = 2.5, p = 0.030]. SB 216763 resulted in improved spatial learning such that by Injection 4 animals that received SB 216763, but not lithium, exhibited a latency to escape significantly faster than the vehicle-treated controls (SB vs. Veh, p = 0.037, Bonferroni post hoc, Figure 1B) [Trial Day 4: Drug F(2,21) = 3.8, p = 0.041]. No significant differences in the total swimming distance were observed between groups (Figure 1C). Analysis of the swim trajectories revealed significant Drug × Trial Day interactions when Center Time [F(6,60) = 2.3, p = 0.038] and Center Distance [F(6,60) = 2.2, p = 0.04] were analyzed. By Trial Day 4, SB 216763 treatment resulted in the rats spending significantly more time in the center of the pool (SB vs. Veh, p = 0.023, Bonferroni post hoc, Figures 1D,E) which may reflect an anxiolytic effect of the drug ().
FIGURE 1
To assess cognitive flexibility, which requires PFC function (), we next evaluated the animals during a reversal learning task by shifting the platform to the opposite quadrant and evaluating the number of trials it took to learn the new location of the platform and escape. No significant differences were evident between the three treatment groups (Figure 1F). Across all trials, both SB 216763- and lithium-treated animals spent a higher proportion of time searching the center of the maze for the platform during the reversal task (SB: 56.6 ± 2.6%, lithium: 57.8 ± 3.1%, Veh: 42.7 ± 2.6%, Figure 1G) [ANOVA: F(2,201) = 10.1, p = 0.0001]. Representative swim trajectories for Injection 4 and the reversal task are displayed in Figure 1H.
Temporal Effects of GSK-3 Inhibition on HIP Oscillatory Activity
Before the first swim on trial day 1, and following the final swim trial on days 1 and 5 LFP neuronal activity was evaluated in anesthetized animals to assess temporal changes in baseline, acute and repeated drug administration effects on oscillatory activity and coherence in and between dorsal HIP and PL (Figure 2A). LFPs are thought to represent the summed synchronous activity of relatively large groups of neurons (; ), and can provide vital information on synchronous network activity both within and between regions. Evaluation of the oscillatory changes in HIP and PL of vehicle-treated rats (Figures 2B,C) during water maze training revealed no significant within subject Injection effects in HIP (Figures 2B,C). Recordings taken from SB 216763-treated animals (Figures 2D,E) showed that, in contrast to the vehicle-treated rats, SB 216763 treatment induced significant changes in HIP theta oscillations as revealed by a significant within subject effect of Injection [theta: F(2,22) = 4.6, p = 0.023]. Repeated, but not acute, SB 216763 increased theta power compared to baseline (p = 0.029, Figures 2D,E). There were no significant Injection effects of lithium treatment and planned comparisons to baseline revealed no significant effects on overall theta power (Figures 2F,G), however, both repeated SB 216763 or lithium administration induced a peak in the theta band at approximately 10 Hz compared to baseline, an effect also not evident in the vehicle-treated rats (Figure 2B). Acute lithium treatment suppressed both slow (p = 0.029 vs. baseline) and fast (p = 0.042 vs. baseline) gamma power in HIP, however, these effects were lost with repeated drug treatment (Figures 2F,G).
FIGURE 2
Temporal Effects of GSK-3 Inhibition on PL Oscillatory Activity
Evaluation of drug effects in PL (Figure 3A) revealed no Injection effects following vehicle treatment (Figures 3B,C). Following SB 216763 administration an Injection effect was evident for the slow gamma band [F(2,24) = 9.325, p = 0.0001], with a reduction in slow gamma power following both acute and repeated drug treatment (Figures 3D,E). Similar to that observed in HIP, an increase in theta power was evident following repeated SB 216763 treatment (p = 0.033 vs. baseline). Animals treated with lithium exhibited significant Injection effects in the delta, theta, beta, and fast gamma bands [delta: F(2,30) = 7.6, p = 0.002; theta: F(2,30) = 9.4, p = 0.001; beta: F(2,30) = 6.2, p = 0.006; fast gamma: F(2,30) = 9.0, p = 0.001]. Compared to baseline acute lithium increased delta power (p = 0.001), and suppressed theta (p = 0.001), and slow gamma (p = 0.008) power, effects lost with repeated treatment. Following 5 days of lithium treatment animals exhibited reduced beta power compared to baseline (p = 0.011) and an increased in fast gamma power (p = 0.008, Figures 3F,G).
FIGURE 3
Temporal Effects of GSK-3 Inhibition on HIP–PL Coherence
Oscillatory coherence between HIP and PL in vehicle-treated rats and following GSK-3 inhibition was next examined (Figure 4). In vehicle-treated rats (Figure 4A) the repeated measures ANOVA revealed an Injection effect for all frequencies except delta [theta: F(2,22) = 5.3, p = 0.016; beta: F(2,22) = 3.6, p = 0.049; slow gamma: F(2,22) = 8.5, p = 0.002; fast gamma: F(2,22) = 13.9, p = 0.0001]. At the completion of the 5 days of water maze testing significant decreases in HIP–PL gamma coherence were observed for all frequencies compared to baseline (Figure 4A). Acute or repeated administration of SB 216763 increased HIP–PL coherence in the delta, theta and slow gamma bands (Figure 4B) [Injection Effects, delta: F(2,22) = 4.8, p = 0.018; theta: F(2,22) = 3.5, p = 0.048; slow gamma: F(2,22) = 3.5, p = 0.048]. Repeated, but not acute, lithium enhanced theta band power compared to baseline with no effects on the other frequencies (Figure 4C) [Injection Effects, theta: F(2,30) = 34.7, p = 0.0001].
FIGURE 4
Effects of Direct GSK-3 Inhibition versus Lithium on HIP and PL Oscillations and Coherence
In addition to evaluating temporal changes in neural oscillatory power and coherence following drug treatment (within subjects comparisons), between group comparisons were also performed (Figures 5, 6). In both HIP and PL, spectral power did not differ between groups prior to drug administration, nor did HIP–PL oscillatory coherence (Supplementary Figure S1). After a single injection of vehicle, SB 216763 or lithium, ANOVA analysis of spectral power revealed a significant effect of Drug in the beta, slow and fast gamma bands for HIP (Figures 6A,B) [beta: F(2,25) = 6.2, p = 0.005; slow gamma: F(2,25) = 15.8, p = 0.0001; fast gamma: F(2,25) = 8.5, p = 0.001]. Acute administration of either SB 216763 or lithium induced robust decreases in both slow and fast gamma compared to vehicle (Figures 5A,B). With repeated drug treatment significant Drug effects were evident in the theta and fast gamma bands [theta: F(2,25) = 3.5, p = 0.041; slow gamma: F(2,25) = 3.5, p = 0.039]. Compared to vehicle, only SB 216763 exhibited increased overall theta power following repeated treatment (Figures 5C,D). However, a significant increase in theta power (9–11 Hz) was evident following either SB 216763 (p = 0.005) or lithium (p = 0.028, Figures 5C,D) compared to the controls [ANOVA: theta (9–11), F(2,25) = 6.9, p = 0.003].
FIGURE 5
FIGURE 6
In PL no significant effects were evident following acute drug administration (Figures 5E,F), with significant theta and fast gamma Drug effects following repeated treatment [theta: F(2,25) = 5.4, p = 0.008; fast gamma: F(2,25) = 10.2, p = 0.0001]. Repeated SB 216763 or lithium each increased theta power compared to vehicle (p = 0.020 and p = 0.028, respectively, Figures 5G,H). Repeated lithium also increased fast gamma power in PL compared to vehicle-treated rats (p = 0.012).
A comparison of HIP–PL oscillatory coherence (Figure 6) between drug treatments revealed significant Drug effects at all frequencies [delta: F(2,25) = 8.3, p = 0.001; theta: F(2,25) = 2.9, p = 0.049; beta: F(2,25) = 4.0, p = 0.024; slow gamma: F(2,25) = 3.9, p = 0.024; slow gamma: F(2,25) = 3.4, p = 0.035]. Compared to vehicle, direct inhibition of GSK-3 by SB 216763 increased coherence at all frequencies except delta following repeated, but not acute treatment (Figure 6). Conversely, lithium suppressed HIP–PL delta and theta coherence with acute treatment, with reduced delta coherence with repeated treatment.
Discussion
A pivotal role for GSK-3 in the regulation of learning and memory is widely accepted. Yet, except for its involvement in tau hyperphosphorylation and NFT formation in AD, little is known regarding the mechanisms by which GSK-3 regulates cognitive function. In the present study, we showed in rats that systemic inhibition of GSK-3 activity had direct effects on neuronal oscillatory activity in HIP and PL, and further, that direct GSK-3 inhibition induced oscillatory changes that were distinct from the non-selective GSK-3 inhibitor lithium. Selective inhibition of GSK-3 by SB 216763 significantly improved spatial memory and altered the animals’ learning strategy, increasing goal-directed exploratory behavior within the center of the maze. At the completion of behavioral testing, analysis of LFPs revealed there was a 10 Hz theta frequency spike in HIP following either SB 216763 or lithium. However, whereas selective GSK-3 inhibition increased overall theta power in both HIP and PL, lithium induced a theta power increase selectively in PL coincident with an increase in fast gamma power. Furthermore, whereas repeated SB 216763 increased HIP–PL coherence across all frequencies, lithium suppressed delta coherence, with no effect at the other frequencies.
Preclinical studies in animal models of disease have provided promising evidence of cognitive improvement as a result of treatment with GSK-3 inhibitors, with beneficial effects of GSK-3 inhibition, either by lithium or selective inhibitors, having been demonstrated in model systems of schizophrenia (; ; ; ), Fragile-X syndrome (; ; ; ) as well as traumatic brain injury (,). In addition, the large number of reports that have focused on AD, as a result of the known role of GSK-3 in AD neuropathology, are also positive showing significant improvements not only in cognitive performance but also in AD-related pathologies (; ; ; ; ; ; ; ). In humans, however, the clinical efficacy of these compounds remains less clear, partly because of a lack of studies evaluating the impact of selective GSK-3 inhibitors on cognition and partly due to the large number of conflicting reports from studies evaluating the therapeutic effects of lithium. For example, clinical studies for the most part have demonstrated beneficial effects of lithium in improving cognition or preventing further cognitive decline in AD (; ; ). Yet, positive effects (), or no effect (; ) of lithium treatment have been shown for HIV-associated cognitive decline, and in bipolar disorder the findings are even more conflicting with reports showing positive effects (), little to no effects (; ; ), or negative effects (; ; ) of treatment on cognitive function.
In contrast to the numerous studies that have evaluated the effects of GSK-3 inhibition on cognition in neuropsychiatric and neurodegenerative disease, fewer studies have examined the effects of these compounds in healthy animals and humans. In animals, conflicting results due to differing dosing and treatment regimens make their impact on cognitive performance more difficult to define. For example, in mice acute treatment with the GSK-3 inhibitors TDZD-8 or VP0.7, or repeated treatment with SB 216763 every other day for 2 weeks, did not alter spatial learning (; ) whereas treatment with the dual phosphodiesterase-7 and GSK-3 inhibitor VP1.15 improved performance in the spatial object recognition test, the Y-maze task, and cued fear memory (). In rats, inhibition of GSK-3 following icv infusion of SB 216763 (20 ng/μl) did not affect performance in the Morris water maze (), in contrast to the present findings which clearly showed a cognitive enhancing effect of the drug when repeatedly administered systemically at a dose of 2.5 mg/kg. Similar discrepancies have been reported with lithium with one study showing reduced spatial memory with intra-HIP administration (), other studies showing enhanced cognitive performance with lithium treatment (; ), and other reports showing little or no effect of this compound in cognitive tasks (; ; ; ; ; ). The findings reported herein also showed a lack of effect of lithium in spatial learning using a dose previously shown to increase Akt activity (), a kinase known to phosphorylate and inhibit GSK-3, although positive trends were observed in some of the parameters evaluated. This lack of an effect of lithium on cognitive performance has also been consistently demonstrated in healthy humans, with some studies also showing lithium-induced mild impairments in various cognitive domains (; ; ; ).
The large number of conflicting reports evaluating the effects of lithium on cognition in both healthy and diseased states indicate that any of the observed therapeutic effects of lithium on cognition may not only reflect a combination of different dosing regimens but may be dependent on the disease under investigation. Although one mechanism of action of lithium is the inhibition of GSK-3, it is necessary to keep in mind that lithium has an array of biological substrates which would undoubtedly contribute to the drug’s effects. It is therefore logical that the functional effects of lithium could induce differing behavioral responses a result of interactions with the various neuropathologies under study. Lithium has been shown to inhibit other enzymes such as IMPAs (), BPNT1 (), and cyclooxygenase (COX) (; ). Therefore, even if lithium could have positive effects on cognitive processes through GSK-3 inhibition, some of these effects may be offset through its actions at other targets.
Although further research is required to determine the precise mechanisms underlying GSK-3 effects on cognition, one possible mediator is the NMDA receptor. In primary cortical pyramidal neurons or cortical slices GSK-3 was shown to phosphorylate NR2B-containing NMDA receptors, resulting in increased receptor internalization, and leading to a reduction in synaptic current (; ). Another result of increased GSK-3 activity is the phosphorylation of β-catenin and its subsequent degradation, leading to inhibition of GluN2B gene transcription (). Reports indicate that increased GSK-3 activity in might predispose synapses to LTD, suppress long-term potentiation (LTP), and/or shift the threshold of LTP induction through alteration of AMPA and/or NMDA receptor trafficking (, ; ). Interestingly, it has been proposed that inositol depletion by lithium may disrupt LTP through its effects at IMPAs (), a hypothesis supported by evidence showing a lithium-induced reduction of cellular levels of IP3 (; ), a process critical to cytosolic calcium influx and LTP. In addition, inactivation of NMDA receptors of the dorsal hippocampus were proposed to be involved in lithium-induced spatial learning impairment (). On the other hand, COX inhibitors have been demonstrated to have positive effects on HIP and cortex-related cognitive functioning in mice (), but inhibit spatial memory retention in rats () suggesting that the interplay between these different lithium targets are complex and make the resulting behavioral outcomes difficult to predict.
One notable similarity between SB 216763 and lithium was that administration of either drug increased HIP and PL theta oscillations, although only SB 216763 increased HIP–PL theta coherence. Theta rhythms are critically associated with movement (), are present during behaviors associated with salient stimuli (), and have been linked to behaviors related to decision-making processes, such as spatial memory in rodents () or working memory in humans (; ; ). Both repeated SB 216763 or lithium induced a 10 Hz HIP theta spike, although an overall increase in theta power was evident only following SB 216763 administration. The theta rhythm in HIP specifically is known to play a pivotal role in learning and memory function and to impact directly on performance in specific cognitive tasks (see reviews, ; ). For example, disruption of the HIP theta rhythm in rats suppressed initial learning in the water maze (), and reduced both working and reference memory performance in a continuous conditional discrimination task (). Repeated SB 216763 and lithium administration were also shown to result in increased theta oscillatory activity in PL. Although less is known regarding the role of PFC theta in learning and memory, in human patients mid-frontal cortical theta activity was reported to serve as temporal context for the coordination of networks during learning, specifically within the medial PFC (), and was also suggested to be integral in the regulation of ‘cognitive control’ (). SB 216763 increased HIP-PL theta coherence, although a similar change was not observed with lithium treatment. Studies have demonstrated links between HIP–PFC theta coupling with performance in a variety of spatial memory tasks (; ; ).
A note on methodology: a caveat of the present study was that recordings were taken following water maze training with the rats anesthetized at the time of recording. The study was designed in this manner for two reasons. Firstly, the numerous conflicting reports in evaluating the impact of GSK-3 inhibition on learning and memory in healthy animals indicated we utilize a test in which the animals would be very motivated to complete and at the same time minimize variables that would contribute to alterations in neuronal oscillations, such as food restriction. In line with this, anesthetizing the animals would minimize contributions of neuronal oscillatory changes resulting from stress, fatigue, and consequently movement and alertness, and thus the focus would be predominantly on the exploration of direct drug effects. Clearly further characterization of GSK-3 effects on oscillations and their correlation to behavioral output would require recordings to occur in awake freely behaving animals. In addition, it is important to keep in mind that normalization of the spectra conserves the total power across the entire spectrum. Thus, what is represented are not changes in absolute values, but rather changes in the shape of the curve following drug treatment. Yet, despite these limitations, these findings lay the groundwork for a potential new avenue of research evaluating in depth the relationship between GSK-3 activity and neuronal oscillations in specific regions of the brain and the importance of this relationship in central nervous system disorders.
Conclusion
The present findings point to a previously unknown role for GSK-3 in the regulation of neuronal HIP and PL theta oscillations in brain that could provide a lead into what could happen if GSK-3 activity became abnormally increased in a pathophysiologic state. Although conflicting reports of the therapeutic effects of lithium on cognition currently raise caution as to the therapeutic benefit of this drug in cognitive dysfunction disorders, furthering our understanding of the exact mechanisms that underlie the disparate effects of lithium on learning and memory would clearly be beneficial given its widespread use in the treatment of neuropsychiatric disorders. This idea is strengthened by the present findings which showed that direct inhibition of GSK-3 improved spatial memory and enhanced theta oscillations in both HIP and PL, two regions integral to cognitive function.
Statements
Author contributions
MP assisted with the surgeries, designed and performed the experiments, analyzed the data, prepared the figures and wrote the manuscript. TN and TF performed the surgeries and the experiments. SG contributed to the writing of the manuscript.
Funding
This work was supported by a grant from the W. Garfield Weston Foundation (to MP and SG) (grant #: RR150081).
Acknowledgments
SG holds a Canada Research Chair in Molecular Neuroscience.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fnagi.2017.00434/full#supplementary-material
References
1
Al BanchaabouchiM.Peña de OrtizS.MenendezR.RenK.Maldonado-VlaarC. S. (2004). Chronic lithium decreases Nurr1 expression in the rat brain and impairs spatial discrimination.Pharmacol. Biochem. Behav.79607–621. 10.1016/j.pbb.2004.09.015
2
AncesB. M.LetendreS. L.AlexanderT.EllisR. J. (2008). Role of psychiatric medications as adjunct therapy in the treatment of HIV associated neurocognitive disorders.Int. Rev. Psychiatry2089–93. 10.1080/09540260701877670
3
AvrahamiL.FarfaraD.Shaham-KolM.VassarR.FrenkelD.Eldar-FinkelmanH. (2013). Inhibition of glycogen synthase kinase-3 ameliorates beta-amyloid pathology and restores lysosomal acidification and mammalian target of rapamycin activity in the Alzheimer disease mouse model: in vivo and in vitro studies.J. Biol. Chem.2881295–1306. 10.1074/jbc.M112.409250
4
BalaramanY.LimayeA. R.LeveyA. I.SrinivasanS. (2006). Glycogen synthase kinase 3beta and Alzheimer’s disease: pathophysiological and therapeutic significance.Cell. Mol. Life Sci.631226–1235. 10.1007/s00018-005-5597-y
5
BasarE.Basar-ErogluC.GuntekinB.YenerG. G. (2013). Brain’s alpha, beta, gamma, delta, and theta oscillations in neuropsychiatric diseases: proposal for biomarker strategies.Suppl. Clin. Neurophysiol.6219–54. 10.1016/B978-0-7020-5307-8.00002-8
6
BasarE.Schmiedt-FehrC.MathesB.FemirB.Emek-SavasD. D.TulayE.et al (2016). What does the broken brain say to the neuroscientist? Oscillations and connectivity in schizophrenia, Alzheimer’s disease, and bipolar disorder.Int. J. Psychophysiol.103135–148. 10.1016/j.ijpsycho.2015.02.004
7
Basar-ErogluC.BrandA.HildebrandtH.Karolina KedziorK.MathesB.SchmiedtC. (2007). Working memory related gamma oscillations in schizophrenia patients.Int. J. Psychophysiol.6439–45. 10.1016/j.ijpsycho.2006.07.007
8
BeaulieuJ. M.SotnikovaT. D.YaoW. D.KockeritzL.WoodgettJ. R.GainetdinovR. R.et al (2004). Lithium antagonizes dopamine-dependent behaviors mediated by an AKT/glycogen synthase kinase 3 signaling cascade.Proc. Natl. Acad. Sci. U.S.A.1015099–5104. 10.1073/pnas.0307921101
9
BenchenaneK.PeyracheA.KhamassiM.TierneyP. L.GioanniY.BattagliaF. P.et al (2010). Coherent theta oscillations and reorganization of spike timing in the hippocampal- prefrontal network upon learning.Neuron66921–936. 10.1016/j.neuron.2010.05.013
10
BerridgeM. J.DownesC. P.HanleyM. R. (1989). Neural and developmental actions of lithium: a unifying hypothesis.Cell59411–419. 10.1016/0092-8674(89)90026-3
11
BlasiG.NapolitanoF.UrsiniG.Di GiorgioA.CaforioG.TaurisanoP.et al (2013). Association of GSK-3beta genetic variation with GSK-3beta expression, prefrontal cortical thickness, prefrontal physiology, and schizophrenia.Am. J. Psychiatry170868–876. 10.1176/appi.ajp.2012.12070908
12
BloomG. S. (2014). Amyloid-beta and tau: the trigger and bullet in Alzheimer disease pathogenesis.JAMA Neurol.71505–508. 10.1001/jamaneurol.2013.5847
13
BourneC.AydemirO.Balanza-MartinezV.BoraE.BrissosS.CavanaghJ. T.et al (2013). Neuropsychological testing of cognitive impairment in euthymic bipolar disorder: an individual patient data meta-analysis.Acta Psychiatr. Scand.128149–162. 10.1111/acps.12133
14
BradleyC. A.PeineauS.TaghibiglouC.NicolasC. S.WhitcombD. J.BortolottoZ. A.et al (2012). A pivotal role of GSK-3 in synaptic plasticity.Front. Mol. Neurosci.5:13. 10.3389/fnmol.2012.00013
15
BroersenL. M. (2000). Attentional processes and learning and memory in rats: the prefrontal cortex and hippocampus compared.Prog. Brain Res.12679–94. 10.1016/S0079-6123(00)26008-1
16
BuzsakiG.LogothetisN.SingerW. (2013). Scaling brain size, keeping timing: evolutionary preservation of brain rhythms.Neuron80751–764. 10.1016/j.neuron.2013.10.002
17
CavanaghJ. F.FrankM. J. (2014). Frontal theta as a mechanism for cognitive control.Trends Cogn. Sci.18414–421. 10.1016/j.tics.2014.04.012
18
ChanM. H.ChiuP. H.LinC. Y.ChenH. H. (2012). Inhibition of glycogen synthase kinase-3 attenuates psychotomimetic effects of ketamine.Schizophr. Res.13696–103. 10.1016/j.schres.2012.01.024
19
ChenP.GuZ.LiuW.YanZ. (2007). Glycogen synthase kinase 3 regulates N-methyl-D-aspartate receptor channel trafficking and function in cortical neurons.Mol. Pharmacol.7240–51. 10.1124/mol.107.034942
20
ClapcoteS. J.LipinaT. V.MillarJ. K.MackieS.ChristieS.OgawaF.et al (2007). Behavioral phenotypes of Disc1 missense mutations in mice.Neuron54387–402. 10.1016/j.neuron.2007.04.015
21
CohenM. X. (2011). Hippocampal-prefrontal connectivity predicts midfrontal oscillations and long-term memory performance.Curr. Biol.211900–1905. 10.1016/j.cub.2011.09.036
22
ContestabileA.GrecoB.GhezziD.TucciV.BenfenatiF.GaspariniL. (2013). Lithium rescues synaptic plasticity and memory in Down syndrome mice.J. Clin. Invest.123348–361. 10.1172/JCI64650
23
CroftonE. J.NenovM. N.ZhangY.ScalaF.PageS. A.McCueD. L.et al (2017). Glycogen synthase kinase 3 beta alters anxiety-, depression-, and addiction-related behaviors and neuronal activity in the nucleus accumbens shell.Neuropharmacology11749–60. 10.1016/j.neuropharm.2017.01.020
24
DaglasR.CottonS. M.AllottK.YucelM.MacneilC. A.HastyM. K.et al (2016). A single-blind, randomised controlled trial on the effects of lithium and quetiapine monotherapy on the trajectory of cognitive functioning in first episode mania: a 12-month follow-up study.Eur. Psychiatry3120–28. 10.1016/j.eurpsy.2015.09.460
25
DaiM.FreemanB.ShikaniH. J.BrunoF. P.ColladoJ. E.MaciasR.et al (2012). Altered regulation of Akt signaling with murine cerebral malaria, effects on long-term neuro-cognitive function, restoration with lithium treatment.PLOS ONE7:e44117. 10.1371/journal.pone.0044117
26
DashP. K.OrsiS. A.ZhangM.GrillR. J.PatiS.ZhaoJ.et al (2010). Valproate administered after traumatic brain injury provides neuroprotection and improves cognitive function in rats.PLOS ONE5:e11383. 10.1371/journal.pone.0011383
27
de VasconcellosA. P.ZugnoA. I.Dos SantosA. H.NiettoF. B.CremaL. M.GoncalvesM.et al (2005). Na+,K+-ATPase activity is reduced in hippocampus of rats submitted to an experimental model of depression: effect of chronic lithium treatment and possible involvement in learning deficits.Neurobiol. Learn. Mem.84102–110. 10.1016/j.nlm.2005.05.002
28
DecloedtE. H.FreemanC.HowellsF.Casson-CrookM.LesoskyM.KoutsilieriE.et al (2016). Moderate to severe HIV-associated neurocognitive impairment: a randomized placebo-controlled trial of lithium.Medicine95:e5401. 10.1097/MD.0000000000005401
29
EmamianE. S.HallD.BirnbaumM. J.KarayiorgouM.GogosJ. A. (2004). Convergent evidence for impaired AKT1-GSK3beta signaling in schizophrenia.Nat. Genet.36131–137. 10.1038/ng1296
30
ForlenzaO. V.AprahamianI.de PaulaV. J.HajekT. (2016). Lithium, a therapy for AD: current evidence from clinical trials of neurodegenerative disorders.Curr. Alzheimer Res.13879–886. 10.2174/1567205013666160219112854
31
FranklinA. V.KingM. K.PalomoV.MartinezA.McMahonL. L.JopeR. S. (2014). Glycogen synthase kinase-3 inhibitors reverse deficits in long-term potentiation and cognition in fragile X mice.Biol. Psychiatry75198–206. 10.1016/j.biopsych.2013.08.003
32
GivensB.OltonD. S. (1994). Local modulation of basal forebrain: effects on working and reference memory.J. Neurosci.143578–3587.
33
GoldfarbM.SchoorlemmerJ.WilliamsA.DiwakarS.WangQ.HuangX.et al (2007). Fibroblast growth factor homologous factors control neuronal excitability through modulation of voltage-gated sodium channels.Neuron55449–463. 10.1016/j.neuron.2007.07.006
34
GongE. J.ParkH. R.KimM. E.PiaoS.LeeE.JoD. G.et al (2011). Morin attenuates tau hyperphosphorylation by inhibiting GSK3beta.Neurobiol. Dis.44223–230. 10.1016/j.nbd.2011.07.005
35
GraybealC.FeyderM.SchulmanE.SaksidaL. M.BusseyT. J.BrigmanJ. L.et al (2011). Paradoxical reversal learning enhancement by stress or prefrontal cortical damage: rescue with BDNF.Nat. Neurosci.141507–1509. 10.1038/nn.2954
36
GrimesC. A.JopeR. S. (2001). The multifaceted roles of glycogen synthase kinase 3beta in cellular signaling.Prog. Neurobiol.65391–426. 10.1016/S0301-0082(01)00011-9
37
GuadagnaS.BundgaardC.HovelsoN.VolbrachtC.FrancisP. T.EgebjergJ.et al (2012). Memantine potentiates hippocampal theta oscillations at a therapeutic dose in anesthetized mice: a mechanistic link to its cognitive-enhancing properties.Neuropharmacology622208–2218. 10.1016/j.neuropharm.2012.01.014
38
GuoW.MurthyA. C.ZhangL.JohnsonE. B.SchallerE. G.AllanA. M.et al (2012). Inhibition of GSK3beta improves hippocampus-dependent learning and rescues neurogenesis in a mouse model of fragile X syndrome.Hum. Mol. Genet.21681–691. 10.1093/hmg/ddr501
39
GuoW. P.FuX. G.JiangS. M.WuJ. Z. (2010). Neuregulin-1 regulates the expression of Akt, Bcl-2, and Bad signaling after focal cerebral ischemia in rats.Biochem. Cell Biol.88649–654. 10.1139/O09-189
40
HarrisA. Z.GordonJ. A. (2015). Long-range neural synchrony in behavior.Annu. Rev. Neurosci.38171–194. 10.1146/annurev-neuro-071714-034111
41
HelfrichR. F.KnightR. T. (2016). Oscillatory dynamics of prefrontal cognitive control.Trends Cogn. Sci.20916–930. 10.1016/j.tics.2016.09.007
42
HernandezF.BorrellJ.GuazaC.AvilaJ.LucasJ. J. (2002). Spatial learning deficit in transgenic mice that conditionally over-express GSK-3beta in the brain but do not form tau filaments.J. Neurochem.831529–1533. 10.1046/j.1471-4159.2002.01269.x
43
HerrmannC. S.DemiralpT. (2005). Human EEG gamma oscillations in neuropsychiatric disorders.Clin. Neurophysiol.1162719–2733. 10.1016/j.clinph.2005.07.007
44
HowlettD. R.RichardsonJ. C.AustinA.ParsonsA. A.BateS. T.DaviesD. C.et al (2004). Cognitive correlates of Abeta deposition in male and female mice bearing amyloid precursor protein and presenilin-1 mutant transgenes.Brain Res.1017130–136. 10.1016/j.brainres.2004.05.029
45
HuS.BegumA. N.JonesM. R.OhM. S.BeechW. K.BeechB. H.et al (2009). GSK3 inhibitors show benefits in an Alzheimer’s disease (AD) model of neurodegeneration but adverse effects in control animals.Neurobiol. Dis.33193–206. 10.1016/j.nbd.2008.10.007
46
HuangH. C.KleinP. S. (2006). Multiple roles for glycogen synthase kinase-3 as a drug target in Alzheimer’s disease.Curr. Drug Targets71389–1397. 10.2174/1389450110607011389
47
HymanJ. M.ZilliE. A.PaleyA. M.HasselmoM. E. (2010). Working memory performance correlates with prefrontal-hippocampal theta interactions but not with prefrontal neuron firing rates.Front. Integr. Neurosci.4:2. 10.3389/neuro.07.002.2010
48
IgarashiK. M. (2015). Plasticity in oscillatory coupling between hippocampus and cortex.Curr. Opin. Neurobiol.35163–168. 10.1016/j.conb.2015.09.005
49
JamesT. F.NenovM. N.WildburgerN. C.LichtiC. F.LuisiJ.VergaraF.et al (2015). The Nav1.2 channel is regulated by GSK3.Biochim. Biophys. Acta1850832–844. 10.1016/j.bbagen.2015.01.011
50
JoffeR. T.MacDonaldC.KutcherS. P. (1988). Lack of differential cognitive effects of lithium and carbamazepine in bipolar affective disorder.J. Clin. Psychopharmacol.8425–428. 10.1097/00004714-198812000-00008
51
JonesM. W.WilsonM. A. (2005). Theta rhythms coordinate hippocampal-prefrontal interactions in a spatial memory task.PLOS Biol.3:e402. 10.1371/journal.pbio.0030402
52
KahanaM. J.SekulerR.CaplanJ. B.KirschenM.MadsenJ. R. (1999). Human theta oscillations exhibit task dependence during virtual maze navigation.Nature399781–784. 10.1038/21645
53
KalweitA. N.Amanpour-GharaeiB.Colitti-KlausnitzerJ.Manahan-VaughanD. (2017). Changes in neuronal oscillations accompany the loss of hippocampal LTP that occurs in an animal model of psychosis.Front. Behav. Neurosci.11:36. 10.3389/fnbeh.2017.00036
54
KeriS.SeresI.KelemenO.BenedekG. (2009). Neuregulin 1-stimulated phosphorylation of AKT in psychotic disorders and its relationship with neurocognitive functions.Neurochem. Int.55606–609. 10.1016/j.neuint.2009.06.002
55
KingM. K.JopeR. S. (2013). Lithium treatment alleviates impaired cognition in a mouse model of fragile X syndrome.Genes Brain Behav.12723–731. 10.1111/gbb.12071
56
KingM. R.AndersonN. J.GuernseyL. S.JolivaltC. G. (2013). Glycogen synthase kinase-3 inhibition prevents learning deficits in diabetic mice.J. Neurosci. Res.91506–514. 10.1002/jnr.23192
57
KinneyG. G.PatinoP.Mermet-BouvierY.StarrettJ. E.Jr.GribkoffV. K. (1999). Cognition-enhancing drugs increase stimulated hippocampal theta rhythm amplitude in the urethane-anesthetized rat.J. Pharmacol. Exp. Ther.29199–106.
58
KleinP. S.MeltonD. A. (1996). A molecular mechanism for the effect of lithium on development.Proc. Natl. Acad. Sci. U.S.A.938455–8459. 10.1073/pnas.93.16.8455
59
KorotkovaT.PonomarenkoA.MonaghanC. K.PoulterS. L.CacucciF.WillsT.et al (2017). Reconciling the different faces of hippocampal theta: the role of theta oscillations in cognitive, emotional and innate behaviors.Neurosci. Biobehav. Rev.10.1016/j.neubiorev.2017.09.004[Epub ahead of print].
60
KwonJ. S.O’DonnellB. F.WallensteinG. V.GreeneR. W.HirayasuY.NestorP. G.et al (1999). Gamma frequency-range abnormalities to auditory stimulation in schizophrenia.Arch. Gen. Psychiatry561001–1005. 10.1001/archpsyc.56.11.1001
61
LeeJ.HudsonM. R.O’BrienT. J.NithianantharajahJ.JonesN. C. (2017). Local NMDA receptor hypofunction evokes generalized effects on gamma and high-frequency oscillations and behavior.Neuroscience358124–136. 10.1016/j.neuroscience.2017.06.039
62
LemercierC. E.HolmanC.GerevichZ. (2017). Aberrant alpha and gamma oscillations ex vivo after single application of the NMDA receptor antagonist MK-801.Schizophr. Res.188118–124. 10.1016/j.schres.2017.01.017
63
LetendreS. L.WoodsS. P.EllisR. J.AtkinsonJ. H.MasliahE.van den BrandeG.et al (2006). Lithium improves HIV-associated neurocognitive impairment.AIDS201885–1888. 10.1097/01.aids.0000244208.49123.1b
64
LiM.MoY.LuoX. J.XiaoX.ShiL.PengY. M.et al (2011). Genetic association and identification of a functional SNP at GSK3beta for schizophrenia susceptibility.Schizophr. Res.133165–171. 10.1016/j.schres.2011.09.013
65
LiY. C.XiD.RomanJ.HuangY. Q.GaoW. J. (2009). Activation of glycogen synthase kinase-3 beta is required for hyperdopamine and D2 receptor-mediated inhibition of synaptic NMDA receptor function in the rat prefrontal cortex.J. Neurosci.2915551–15563. 10.1523/JNEUROSCI.3336-09.2009
66
LinnoilaM.RudorferM. V.DubyoskiK. V.RawlingsR. R.EckardtM. J. (1986). Effects of one-week lithium treatment on skilled performance, information processing, and mood in healthy volunteers.J. Clin. Psychopharmacol.6356–359. 10.1097/00004714-198612000-00006
67
LipinaT. V.Kaidanovich-BeilinO.PatelS.WangM.ClapcoteS. J.LiuF.et al (2011). Genetic and pharmacological evidence for schizophrenia-related Disc1 interaction with GSK-3.Synapse65234–248. 10.1002/syn.20839
68
LipinaT. V.PalomoV.GilC.MartinezA.RoderJ. C. (2013). Dual inhibitor of PDE7 and GSK-3-VP1.15 acts as antipsychotic and cognitive enhancer in C57BL/6J mice.Neuropharmacology64205–214. 10.1016/j.neuropharm.2012.06.032
69
LipinaT. V.WangM.LiuF.RoderJ. C. (2012). Synergistic interactions between PDE4B and GSK-3: DISC1 mutant mice.Neuropharmacology621252–1262. 10.1016/j.neuropharm.2011.02.020
70
LiuL.WongT. P.PozzaM. F.LingenhoehlK.WangY.ShengM.et al (2004). Role of NMDA receptor subtypes in governing the direction of hippocampal synaptic plasticity.Science3041021–1024. 10.1126/science.1096615
71
LiuS. J.ZhangA. H.LiH. L.WangQ.DengH. M.NetzerW. J.et al (2003). Overactivation of glycogen synthase kinase-3 by inhibition of phosphoinositol-3 kinase and protein kinase C leads to hyperphosphorylation of tau and impairment of spatial memory.J. Neurochem.871333–1344. 10.1046/j.1471-4159.2003.02070.x
72
Llorens-MartinM.JuradoJ.HernandezF.AvilaJ. (2014). GSK-3beta, a pivotal kinase in Alzheimer disease.Front. Mol. Neurosci.7:46. 10.3389/fnmol.2014.00046
73
LodgeD. J.BehrensM. M.GraceA. A. (2009). A loss of parvalbumin-containing interneurons is associated with diminished oscillatory activity in an animal model of schizophrenia.J. Neurosci.292344–2354. 10.1523/JNEUROSCI.5419-08.2009
74
LogothetisN. K. (2003). The underpinnings of the BOLD functional magnetic resonance imaging signal.J. Neurosci.233963–3971.
75
MaksimovicM.VekovischevaO. Y.Aitta-ahoT.KorpiE. R. (2014). Chronic treatment with mood-stabilizers attenuates abnormal hyperlocomotion of GluA1-subunit deficient mice.PLOS ONE9:e100188. 10.1371/journal.pone.0100188
76
MalhiG. S.TaniousM.DasP.CoulstonC. M.BerkM. (2013). Potential mechanisms of action of lithium in bipolar disorder. Current understanding.CNS Drugs27135–153. 10.1007/s40263-013-0039-0
77
MaoY.GeX.FrankC. L.MadisonJ. M.KoehlerA. N.DoudM. K.et al (2009). Disrupted in schizophrenia 1 regulates neuronal progenitor proliferation via modulation of GSK3beta/beta-catenin signaling.Cell1361017–1031. 10.1016/j.cell.2008.12.044
78
MaqboolM.MobashirM.HodaN. (2016). Pivotal role of glycogen synthase kinase-3: a therapeutic target for Alzheimer’s disease.Eur. J. Med. Chem.10763–81. 10.1016/j.ejmech.2015.10.018
79
MartinezA.PerezD. I. (2008). GSK-3 inhibitors: a ray of hope for the treatment of Alzheimer’s disease?J. Alzheimers Dis.15181–191. 10.3233/JAD-2008-15204
80
Mas-HerreroE.Marco-PallaresJ. (2016). Theta oscillations integrate functionally segregated sub-regions of the medial prefrontal cortex.Neuroimage143166–174. 10.1016/j.neuroimage.2016.08.024
81
MasseyP. V.JohnsonB. E.MoultP. R.AubersonY. P.BrownM. W.MolnarE.et al (2004). Differential roles of NR2A and NR2B-containing NMDA receptors in cortical long-term potentiation and long-term depression.J. Neurosci.247821–7828. 10.1523/JNEUROSCI.1697-04.2004
82
MatsunagaS.KishiT.AnnasP.BasunH.HampelH.IwataN. (2015). Lithium as a treatment for Alzheimer’s disease: a systematic review and meta-analysis.J. Alzheimers Dis.48403–410. 10.3233/JAD-150437
83
McNaughtonN.RuanM.WoodnorthM. A. (2006). Restoring theta-like rhythmicity in rats restores initial learning in the Morris water maze.Hippocampus161102–1110. 10.1002/hipo.20235
84
MedinaM.AvilaJ. (2010). Glycogen synthase kinase-3 (GSK-3) inhibitors for the treatment of Alzheimer’s disease.Curr. Pharm. Des.162790–2798. 10.2174/138161210793176581
85
Mesbah-OskuiL.GeorgiouJ.RoderJ. C. (2015). Hippocampal place cell and inhibitory neuron activity in disrupted-in-schizophrenia-1 mutant mice: implications for working memory deficits.NPJ Schizophr.1:15011. 10.1038/npjschz.2015.11
86
MillerA. M. P.FrickB. J.SmithD. M.RadulovicJ.CorcoranK. A. (2017). Network oscillatory activity driven by context memory processing is differently regulated by glutamatergic and cholinergic neurotransmission.Neurobiol. Learn. Mem.14559–66. 10.1016/j.nlm.2017.08.010
87
MissonnierP.HerrmannF. R.MichonA.Fazio-CostaL.GoldG.GiannakopoulosP. (2010). Early disturbances of gamma band dynamics in mild cognitive impairment.J. Neural Transm.117489–498. 10.1007/s00702-010-0384-9
88
MitzdorfU. (1985). Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena.Physiol. Rev.6537–100.
89
MonksP. J.ThompsonJ. M.BullmoreE. T.SucklingJ.BrammerM. J.WilliamsS. C.et al (2004). A functional MRI study of working memory task in euthymic bipolar disorder: evidence for task-specific dysfunction.Bipolar Disord.6550–564. 10.1111/j.1399-5618.2004.00147.x
90
MuyllaertD.KremerA.JaworskiT.BorghgraefP.DevijverH.CroesS.et al (2008). Glycogen synthase kinase-3beta, or a link between amyloid and tau pathology?Genes Brain Behav.7(Suppl. 1), 57–66. 10.1111/j.1601-183X.2007.00376.x
91
NakazonoT.LamT. N.PatelA. Y.KitazawaM.SaitoT.SaidoT. C.et al (2017). Impaired in vivo gamma oscillations in the medial entorhinal cortex of knock-in Alzheimer model.Front. Syst. Neurosci.11:48. 10.3389/fnsys.2017.00048
92
NocjarC.HammondsM. D.ShimS. S. (2007). Chronic lithium treatment magnifies learning in rats.Neuroscience150774–788. 10.1016/j.neuroscience.2007.09.063
93
NohM. Y.ChunK.KangB. Y.KimH.ParkJ. S.LeeH. C.et al (2013). Newly developed glycogen synthase kinase-3 (GSK-3) inhibitors protect neuronal cells death in amyloid-beta induced cell model and in a transgenic mouse model of Alzheimer’s disease.Biochem. Biophys. Res. Commun.435274–281. 10.1016/j.bbrc.2013.04.065
94
NumakawaT.YagasakiY.IshimotoT.OkadaT.SuzukiT.IwataN.et al (2004). Evidence of novel neuronal functions of dysbindin, a susceptibility gene for schizophrenia.Hum. Mol. Genet.132699–2708. 10.1093/hmg/ddh280
95
NunesM. A.SchoweN. M.Monteiro-SilvaK. C.Baraldi-TornisieloT.SouzaS. I.BalthazarJ.et al (2015). Chronic microdose lithium treatment prevented memory loss and neurohistopathological changes in a transgenic mouse model of Alzheimer’s disease.PLOS ONE10:e0142267. 10.1371/journal.pone.0142267
96
NunesM. A.VielT. A.BuckH. S. (2013). Microdose lithium treatment stabilized cognitive impairment in patients with Alzheimer’s disease.Curr. Alzheimer Res.10104–107.
97
O’NeillP. K.GordonJ. A.SigurdssonT. (2013). Theta oscillations in the medial prefrontal cortex are modulated by spatial working memory and synchronize with the hippocampus through its ventral subregion.J. Neurosci.3314211–14224. 10.1523/JNEUROSCI.2378-13.2013
98
OnishiT.IwashitaH.UnoY.KunitomoJ.SaitohM.KimuraE.et al (2011). A novel glycogen synthase kinase-3 inhibitor 2-methyl-5-(3-{4-[(S)-methylsulfinyl]phenyl}-1-benzofuran-5-yl)-1,3,4-oxadiazole decreases tau phosphorylation and ameliorates cognitive deficits in a transgenic model of Alzheimer’s disease.J. Neurochem.1191330–1340. 10.1111/j.1471-4159.2011.07532.x
99
PardoM.BeurelE.JopeR. S. (2017). Cotinine administration improves impaired cognition in the mouse model of Fragile X syndrome.Eur. J. Neurosci.45490–498. 10.1111/ejn.13446
100
ParsaeiL.Torkaman-BoutorabiA.AsadiF.ZarrindastM. R. (2016). Interaction between dorsal hippocampal NMDA receptors and lithium on spatial learning consolidation in rats.Brain Res. Bull.1271–10. 10.1016/j.brainresbull.2016.07.007
101
PaxinosG.WatsonC. (2005). The Rat Brain in Stereotaxic Coordinates, 5th Edn. New York, NY: Academic Press.
102
PeineauS.BradleyC.TaghibiglouC.DohertyA.BortolottoZ. A.WangY. T.et al (2008). The role of GSK-3 in synaptic plasticity.Br. J. Pharmacol.153(Suppl. 1), S428–S437. 10.1038/bjp.2008.2
103
PeineauS.TaghibiglouC.BradleyC.WongT. P.LiuL.LuJ.et al (2007). LTP inhibits LTD in the hippocampus via regulation of GSK3beta.Neuron53703–717. 10.1016/j.neuron.2007.01.029
104
PesaranB.PezarisJ. S.SahaniM.MitraP. P.AndersenR. A. (2002). Temporal structure in neuronal activity during working memory in macaque parietal cortex.Nat. Neurosci.5805–811. 10.1038/nn890
105
PfennigA.AldaM.YoungT.MacQueenG.RybakowskiJ.SuwalskaA.et al (2014). Prophylactic lithium treatment and cognitive performance in patients with a long history of bipolar illness: no simple answers in complex disease-treatment interplay.Int. J. Bipolar Disord.2:16. 10.1186/s40345-014-0016-7
106
RaghavachariS.KahanaM. J.RizzutoD. S.CaplanJ. B.KirschenM. P.BourgeoisB.et al (2001). Gating of human theta oscillations by a working memory task.J. Neurosci.213175–3183.
107
RamaS.ZbiliM.BialowasA.Fronzaroli-MolinieresL.AnkriN.CarlierE.et al (2015). Presynaptic hyperpolarization induces a fast analogue modulation of spike-evoked transmission mediated by axonal sodium channels.Nat. Commun.6:10163. 10.1038/ncomms10163
108
RouxF.UhlhaasP. J. (2014). Working memory and neural oscillations: alpha-gamma versus theta-gamma codes for distinct WM information?Trends Cogn. Sci.1816–25. 10.1016/j.tics.2013.10.010
109
SarkarS.FlotoR. A.BergerZ.ImarisioS.CordenierA.PascoM.et al (2005). Lithium induces autophagy by inhibiting inositol monophosphatase.J. Cell Biol.1701101–1111. 10.1083/jcb.200504035
110
SchifittoG.ZhongJ.GillD.PetersonD. R.GaughM. D.ZhuT.et al (2009). Lithium therapy for human immunodeficiency virus type 1-associated neurocognitive impairment.J. Neurovirol.15176–186. 10.1080/13550280902758973
111
SchmiedtC.BrandA.HildebrandtH.Basar-ErogluC. (2005). Event-related theta oscillations during working memory tasks in patients with schizophrenia and healthy controls.Brain Res. Cogn. Brain Res.25936–947. 10.1016/j.cogbrainres.2005.09.015
112
ScottL.FengJ.KissT.NeedleE.AtchisonK.KawabeT. T.et al (2012). Age-dependent disruption in hippocampal theta oscillation in amyloid-beta overproducing transgenic mice.Neurobiol. Aging33481.e13–e23. 10.1016/j.neurobiolaging.2011.12.010
113
SenturkV.GokerC.BilgicA.OlmezS.TugcuH.OncuB.et al (2007). Impaired verbal memory and otherwise spared cognition in remitted bipolar patients on monotherapy with lithium or valproate.Bipolar Disord.9(Suppl. 1), 136–144. 10.1111/j.1399-5618.2007.00481.x
114
SerenoL.ComaM.RodriguezM.Sanchez-FerrerP.SanchezM. B.GichI.et al (2009). A novel GSK-3beta inhibitor reduces Alzheimer’s pathology and rescues neuronal loss in vivo.Neurobiol. Dis.35359–367. 10.1016/j.nbd.2009.05.025
115
SeresI.KelemenO.BenedekG.KeriS. (2010). Neuregulin 1-induced AKT phosphorylation in monozygotic twins discordant for schizophrenia.Neurochem. Int.56906–910. 10.1016/j.neuint.2010.03.018
116
SharifzadehM.NaghdiN.KhosrovaniS.OstadS. N.SharifzadehK.RoghaniA. (2005). Post-training intrahippocampal infusion of the COX-2 inhibitor celecoxib impaired spatial memory retention in rats.Eur. J. Pharmacol.511159–166. 10.1016/j.ejphar.2005.01.041
117
ShavkunovA. S.WildburgerN. C.NenovM. N.JamesT. F.BuzhdyganT. P.Panova-ElektronovaN. I.et al (2013). The fibroblast growth factor 14.voltage-gated sodium channel complex is a new target of glycogen synthase kinase 3 (GSK3).J. Biol. Chem.28819370–19385. 10.1074/jbc.M112.445924
118
ShawE. D.StokesP. E.MannJ. J.ManevitzA. Z. (1987). Effects of lithium carbonate on the memory and motor speed of bipolar outpatients.J. Abnorm. Psychol.9664–69. 10.1037/0021-843X.96.1.64
119
SpiegelbergB. D.Dela CruzJ.LawT. H.YorkJ. D. (2005). Alteration of lithium pharmacology through manipulation of phosphoadenosine phosphate metabolism.J. Biol. Chem.2805400–5405. 10.1074/jbc.M407890200
120
StambolicV.RuelL.WoodgettJ. R. (1996). Lithium inhibits glycogen synthase kinase-3 activity and mimics wingless signalling in intact cells.Curr. Biol.61664–1668. 10.1016/S0960-9822(02)70790-2
121
StipE.DufresneJ.LussierI.YathamL. (2000). A double-blind, placebo-controlled study of the effects of lithium on cognition in healthy subjects: mild and selective effects on learning.J. Affect. Disord.60147–157. 10.1016/S0165-0327(99)00178-0
122
SyedH.IkramM. F.YaqinuddinA.AhmedT. (2015). Cyclooxygenase I and II inhibitors distinctly enhance hippocampal- and cortex-dependent cognitive functions in mice.Mol. Med. Rep.127649–7656. 10.3892/mmr.2015.4351
123
TakashimaA. (2006). GSK-3 is essential in the pathogenesis of Alzheimer’s disease.J. Alzheimers Dis.9(Suppl. 3), 309–317. 10.3233/JAD-2006-9S335
124
TamuraM.MukaiJ.GordonJ. A.GogosJ. A. (2016). Developmental inhibition of Gsk3 rescues behavioral and neurophysiological deficits in a mouse model of schizophrenia predisposition.Neuron891100–1109. 10.1016/j.neuron.2016.01.025
125
TangH.ShenN.JinH.LiuD.MiaoX.ZhuL. Q. (2013). GSK-3beta polymorphism discriminates bipolar disorder and schizophrenia: a systematic meta-analysis.Mol. Neurobiol.48404–411. 10.1007/s12035-013-8414-x
126
TescheC. D.KarhuJ. (1999). Interactive processing of sensory input and motor output in the human hippocampus.J. Cogn. Neurosci.11424–436. 10.1162/089892999563517
127
TianM.ZhuD.XieW.ShiJ. (2012). Central angiotensin II-induced Alzheimer-like tau phosphorylation in normal rat brains.FEBS Lett.5863737–3745. 10.1016/j.febslet.2012.09.004
128
TsaltasE.KontisD.BoulougourisV.PapakostaV. M.GiannouH.PoulopoulouC.et al (2007). Enhancing effects of chronic lithium on memory in the rat.Behav. Brain Res.17751–60. 10.1016/j.bbr.2006.11.003
129
UhlhaasP. J.HaenschelC.NikolicD.SingerW. (2008). The role of oscillations and synchrony in cortical networks and their putative relevance for the pathophysiology of schizophrenia.Schizophr. Bull.34927–943. 10.1093/schbul/sbn062
130
UhlhaasP. J.SingerW. (2010). Abnormal neural oscillations and synchrony in schizophrenia.Nat. Rev. Neurosci.11100–113. 10.1038/nrn2774
131
VanderwolfC. H. (1969). Hippocampal electrical activity and voluntary movement in the rat.Electroencephalogr. Clin. Neurophysiol.26407–418. 10.1016/0013-4694(69)90092-3
132
VasconcellosA. P.TabajaraA. S.FerrariC.RochaE.DalmazC. (2003). Effect of chronic stress on spatial memory in rats is attenuated by lithium treatment.Physiol. Behav.79143–149. 10.1016/S0031-9384(03)00113-6
133
VerretL.MannE. O.HangG. B.BarthA. M.CobosI.HoK.et al (2012). Inhibitory interneuron deficit links altered network activity and cognitive dysfunction in Alzheimer model.Cell149708–721. 10.1016/j.cell.2012.02.046
134
VilletteV.Poindessous-JazatF.SimonA.LenaC.RoullotE.BellessortB.et al (2010). Decreased rhythmic GABAergic septal activity and memory-associated theta oscillations after hippocampal amyloid-beta pathology in the rat.J. Neurosci.3010991–11003. 10.1523/JNEUROSCI.6284-09.2010
135
WangX.ZhaoL. (2016). Calycosin ameliorates diabetes-induced cognitive impairments in rats by reducing oxidative stress via the PI3K/Akt/GSK-3beta signaling pathway.Biochem. Biophys. Res. Commun.473428–434. 10.1016/j.bbrc.2016.03.024
136
WataseK.GatchelJ. R.SunY.EmamianE.AtkinsonR.RichmanR.et al (2007). Lithium therapy improves neurological function and hippocampal dendritic arborization in a spinocerebellar ataxia type 1 mouse model.PLOS Med.4:e182. 10.1371/journal.pmed.0040182
137
WeingartnerH.RudorferM. V.LinnoilaM. (1985). Cognitive effects of lithium treatment in normal volunteers.Psychopharmacology86472–474. 10.1007/BF00427911
138
WickensR. H.QuartaroneS. E.BeningerR. J. (2017). Inhibition of glycogen synthase kinase-3 by SB 216763 affects acquisition at lower doses than expression of amphetamine-conditioned place preference in rats.Behav. Pharmacol.28262–271. 10.1097/FBP.0000000000000283
139
WildburgerN. C.LaezzaF. (2012). Control of neuronal ion channel function by glycogen synthase kinase-3: new prospective for an old kinase.Front. Mol. Neurosci.5:80. 10.3389/fnmol.2012.00080
140
WingoA. P.WingoT. S.HarveyP. D.BaldessariniR. J. (2009). Effects of lithium on cognitive performance: a meta-analysis.J. Clin. Psychiatry701588–1597. 10.4088/JCP.08r04972
141
YanagitaT.MarutaT.NemotoT.UezonoY.MatsuoK.SatohS.et al (2009). Chronic lithium treatment up-regulates cell surface NaV1.7 sodium channels via inhibition of glycogen synthase kinase-3 in adrenal chromaffin cells: enhancement of Na+ influx, Ca2+ influx and catecholamine secretion after lithium withdrawal.Neuropharmacology57311–321. 10.1016/j.neuropharm.2009.05.006
142
YuF.WangZ.TchantchouF.ChiuC. T.ZhangY.ChuangD. M. (2012a). Lithium ameliorates neurodegeneration, suppresses neuroinflammation, and improves behavioral performance in a mouse model of traumatic brain injury.J. Neurotrauma29362–374. 10.1089/neu.2011.1942
143
YuF.ZhangY.ChuangD. M. (2012b). Lithium reduces BACE1 overexpression, beta amyloid accumulation, and spatial learning deficits in mice with traumatic brain injury.J. Neurotrauma292342–2351. 10.1089/neu.2012.2449
144
YuskaitisC. J.MinesM. A.KingM. K.SweattJ. D.MillerC. A.JopeR. S. (2010). Lithium ameliorates altered glycogen synthase kinase-3 and behavior in a mouse model of fragile X syndrome.Biochem. Pharmacol.79632–646. 10.1016/j.bcp.2009.09.023
145
ZhangX.HengX.LiT.LiL.YangD.ZhangX.et al (2011). Long-term treatment with lithium alleviates memory deficits and reduces amyloid-beta production in an aged Alzheimer’s disease transgenic mouse model.J. Alzheimers Dis.24739–749. 10.3233/JAD-2011-101875
146
ZhangX.ZhongW.BrankackJ.WeyerS. W.MullerU. C.TortA. B.et al (2016). Impaired theta-gamma coupling in APP-deficient mice.Sci. Rep.6:21948. 10.1038/srep21948
147
ZhaoR.ChenJ.RenZ.ShenH.ZhenX. (2016). GSK-3beta inhibitors reverse cocaine-induced synaptic transmission dysfunction in the nucleus accumbens.Synapse70461–470. 10.1002/syn.21922
148
ZhengW.ZengZ.BhardwajS. K.JamaliS.SrivastavaL. K. (2013). Lithium normalizes amphetamine-induced changes in striatal FoxO1 phosphorylation and behaviors in rats.Neuroreport24560–565. 10.1097/WNR.0b013e3283623725
Summary
Keywords
GSK-3, lithium, neuronal oscillations, coherence, hippocampus, prefrontal cortex, spatial memory
Citation
Nguyen T, Fan T, George SR and Perreault ML (2018) Disparate Effects of Lithium and a GSK-3 Inhibitor on Neuronal Oscillatory Activity in Prefrontal Cortex and Hippocampus. Front. Aging Neurosci. 9:434. doi: 10.3389/fnagi.2017.00434
Received
25 August 2017
Accepted
15 December 2017
Published
12 January 2018
Volume
9 - 2017
Edited by
Cheng-Xin Gong, Institute for Basic Research in Developmental Disabilities (IBR), United States
Reviewed by
Yan-Xue Xue, Peking University, China; Jed A. Meltzer, Baycrest Hospital, Canada
Updates
Copyright
© 2018 Nguyen, Fan, George and Perreault.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Melissa L. Perreault, perreaum@uoguelph.ca
†Present address: Melissa L. Perreault, Department of Molecular and Cellular Biology, University of Guelph, Guelph, ON, Canada
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