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Matzel LD, Sauce B. A multi-faceted role of dual-state dopamine signaling in working memory, attentional control, and intelligence. Front Behav Neurosci 2023; 17:1060786. [PMID: 36873775 PMCID: PMC9978119 DOI: 10.3389/fnbeh.2023.1060786] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/25/2023] [Indexed: 02/18/2023] Open
Abstract
Genetic evidence strongly suggests that individual differences in intelligence will not be reducible to a single dominant cause. However, some of those variations/changes may be traced to tractable, cohesive mechanisms. One such mechanism may be the balance of dopamine D1 (D1R) and D2 (D2R) receptors, which regulate intrinsic currents and synaptic transmission in frontal cortical regions. Here, we review evidence from human, animal, and computational studies that suggest that this balance (in density, activity state, and/or availability) is critical to the implementation of executive functions such as attention and working memory, both of which are principal contributors to variations in intelligence. D1 receptors dominate neural responding during stable periods of short-term memory maintenance (requiring attentional focus), while D2 receptors play a more specific role during periods of instability such as changing environmental or memory states (requiring attentional disengagement). Here we bridge these observations with known properties of human intelligence. Starting from theories of intelligence that place executive functions (e.g., working memory and attentional control) at its center, we propose that dual-state dopamine signaling might be a causal contributor to at least some of the variation in intelligence across individuals and its change by experiences/training. Although it is unlikely that such a mechanism can account for more than a modest portion of the total variance in intelligence, our proposal is consistent with an array of available evidence and has a high degree of explanatory value. We suggest future directions and specific empirical tests that can further elucidate these relationships.
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Affiliation(s)
- Louis D Matzel
- Department of Psychology, Rutgers University, Piscataway, NJ, United States
| | - Bruno Sauce
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Nenov MN, Malkov AE, Konakov MV, Levin SG. Interleukin-10 and transforming growth factor-β1 facilitate long-term potentiation in CA1 region of hippocampus. Biochem Biophys Res Commun 2019; 518:486-491. [PMID: 31434608 DOI: 10.1016/j.bbrc.2019.08.072] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 08/12/2019] [Indexed: 12/24/2022]
Abstract
It has been shown that pro-inflammatory cytokines preferentially attenuate long-term potentiation (LTP), at the same time the effect of anti-inflammatory cytokines on synaptic plasticity has not been fully studied yet. Here we studied the effect of two anti-inflammatory cytokines - interleukin-10 (IL-10) and transforming growth factor-β1 (TGF-β1) on long-term potentiation. It was found that exogenously added IL-10 as well as TGF-β1 were able to effectively facilitate LTP evoked with ether high frequency or theta burst stimulation protocols in CA1 area of hippocampus. Effectiveness of IL-10 and TGF-β1 on LTP varied depending on the concentration of used cytokine and type of tetanic stimulation protocol used for LTP induction. Overall the positive effect of studied cytokines on LTP was associated with their ability to increase basal synaptic strength at Schaffer collateral - CA1 synapse. At the same time IL-10 and TGF-β1 did not have any effect on short-term plasticity. Our results provide new evidence upon the modulatory effects that anti-inflammatory cytokines exert on synaptic plasticity further highlighting their potency as modulators of neuronal function.
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Affiliation(s)
- Miroslav N Nenov
- Institute of Theoretical and Experimental Biophysics of the Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia; Alzheimer's Center at Temple, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, 19140, USA.
| | - Anton E Malkov
- Institute of Theoretical and Experimental Biophysics of the Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia
| | - Maxim V Konakov
- Institute of Theoretical and Experimental Biophysics of the Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia
| | - Sergey G Levin
- Institute of Theoretical and Experimental Biophysics of the Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia
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Tamvacakis AN, Senatore A, Katz PS. Identification of genes related to learning and memory in the brain transcriptome of the mollusc, Hermissenda crassicornis. Learn Mem 2015; 22:617-21. [PMID: 26572652 PMCID: PMC4749734 DOI: 10.1101/lm.038158.115] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 09/28/2015] [Indexed: 11/25/2022]
Abstract
The sea slug Hermissenda crassicornis (Mollusca, Gastropoda, Nudibranchia) has been studied extensively in associative learning paradigms. However, lack of genetic information previously hindered molecular-level investigations. Here, the Hermissenda brain transcriptome was sequenced and assembled de novo, producing 165,743 total transcripts. Orthologs of 95 genes implicated in learning were identified. These included genes for a serotonin receptor and a GABA-B receptor subunit that had not been previously described in molluscs, as well as an adenylyl cyclase gene not previously described in gastropods. This study illustrates the Hermissenda transcriptome's potential as an important genetic tool in future learning and memory research.
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Affiliation(s)
- Arianna N Tamvacakis
- Neuroscience Institute, Georgia State University, Atlanta, Georgia 30302-4010, USA
| | - Adriano Senatore
- Neuroscience Institute, Georgia State University, Atlanta, Georgia 30302-4010, USA
| | - Paul S Katz
- Neuroscience Institute, Georgia State University, Atlanta, Georgia 30302-4010, USA
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Nesse WH, Clark GA. Relative spike timing in stochastic oscillator networks of the Hermissenda eye. BIOLOGICAL CYBERNETICS 2010; 102:389-412. [PMID: 20237937 DOI: 10.1007/s00422-010-0374-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2009] [Accepted: 02/18/2010] [Indexed: 05/28/2023]
Abstract
The role of relative spike timing on sensory coding and stochastic dynamics of small pulse-coupled oscillator networks is investigated physiologically and mathematically, based on the small biological eye network of the marine invertebrate Hermissenda. Without network interactions, the five inhibitory photoreceptors of the eye network exhibit quasi-regular rhythmic spiking; in contrast, within the active network, they display more irregular spiking but collective network rhythmicity. We investigate the source of this emergent network behavior first analyzing the role of relative input to spike-timing relationships in individual cells. We use a stochastic phase oscillator equation to model photoreceptor spike sequences in response to sequences of inhibitory current pulses. Although spike sequences can be complex and irregular in response to inputs, we show that spike timing is better predicted if relative timing of spikes to inputs is accounted for in the model. Further, we establish that greater noise levels in the model serve to destroy network phase-locked states that induce non-monotonic stimulus rate-coding, as predicted in Butson and Clark (J Neurophysiol 99:146-154, 2008a; J Neurophysiol 99:155-165, 2008b). Hence, rate-coding can function better in noisy spiking cells relative to non-noisy cells. We then study how relative input to spike-timing dynamics of single oscillators contribute to network-level dynamics. Relative timing interactions in the network sharpen the stimulus window that can trigger a spike, affecting stimulus encoding. Also, we derive analytical inter-spike interval distributions of cells in the model network, revealing that irregular Poisson-like spike emission and collective network rhythmicity are emergent properties of network dynamics, consistent with experimental observations. Our theoretical results generate experimental predictions about the nature of spike patterns in the Hermissenda eye.
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Affiliation(s)
- William H Nesse
- Department of Cellular and Molecular Medicine, University of Ottawa, 451 Smyth Road, Ottawa, ON, K1H 8M5, Canada.
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Jin NG, Tian LM, Crow T. 5-HT and GABA modulate intrinsic excitability of type I interneurons in Hermissenda. J Neurophysiol 2009; 102:2825-33. [PMID: 19710377 DOI: 10.1152/jn.00477.2009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The sensory neurons (photoreceptors) in the visual system of Hermissenda are one site of plasticity produced by Pavlovian conditioning. A second site of plasticity produced by conditioning is the type I interneurons in the cerebropleural ganglia. Both photoreceptors and statocyst hair cells of the graviceptive system form monosynaptic connections with identified type I interneurons. Two proposed neurotransmitters in the graviceptive system, serotonin (5-HT) and gamma-aminobutyric acid (GABA), have been shown to modify synaptic strength and intrinsic neuronal excitability in identified photoreceptors. However, the potential role of 5-HT and GABA in plasticity of type I interneurons has not been investigated. Here we show that 5-HT increased the peak amplitude of light-evoked complex excitatory postsynaptic potentials (EPSPs), enhanced intrinsic excitability, and increased spike activity of identified type I(e(A)) interneurons. In contrast, 5-HT decreased spike activity and intrinsic excitability of type I(e(B)) interneurons. The classification of two categories of type I(e) interneurons was also supported by the observation that 5-HT produced opposite effects on whole cell steady-state outward currents in type I(e) interneurons. Serotonin produced a reduction in the amplitude of light-evoked complex inhibitory PSPs (IPSPs), increased spontaneous spike activity, decreased intrinsic excitability, and depolarized the resting membrane potential of identified type I(i) interneurons. In contrast to the effects of 5-HT, GABA produced inhibition in both types of I(e) interneurons and type I(i) interneurons. These results show that 5-HT and GABA can modulate the intrinsic excitability of type I interneurons independent of the presynaptic effects of the same transmitters on excitability and synaptic efficacy of photoreceptors.
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Affiliation(s)
- Nan Ge Jin
- Department of Neurobiology and Anatomy, University of Texas Medical School, Houston, Texas 77030, USA
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1-Phenoxy-2-propanol is a useful anaesthetic for gastropods used in neurophysiology. J Neurosci Methods 2008; 176:121-8. [PMID: 18809433 DOI: 10.1016/j.jneumeth.2008.08.028] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2008] [Revised: 08/24/2008] [Accepted: 08/25/2008] [Indexed: 10/21/2022]
Abstract
Anaesthesia is often used in neurophysiological, surgical, and neuroanatomical protocols. Several anaesthetics, including magnesium chloride, volatiles (halothane, etc.), and barbiturates, have been used in gastropod neurobiology. 1-Phenoxy-2-propanol (PP) is another anaesthetic option that has not yet been used extensively. We provide an analysis of the neural, muscular and behavioural effects of PP in gastropods. PP eliminates action potentials and reduces muscular contraction force in Hermissenda crassicornis, and eliminates behavioural activity in Tritonia diomedea. Our results show these effects are reversible, with complete action potential recovery, at least partial muscular recovery, and full behavioural recovery. Survival after surgery in T. diomedea was longer with PP than without anaesthetic, and PP also reduced contraction during tissue fixation in Lymnaea stagnalis. Moreover, PP can be bath applied, has low toxicity, and is biodegradable. Thus, PP is an effective anaesthetic in three species of gastropods, and useful in neurophysiological dissection, surgical, and fixation protocols.
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Kendell SF, Krystal JH, Sanacora G. GABA and glutamate systems as therapeutic targets in depression and mood disorders. Expert Opin Ther Targets 2005; 9:153-68. [PMID: 15757488 DOI: 10.1517/14728222.9.1.153] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Advances made in diverse areas of neuroscience suggest that neurotransmitter systems, additional to the monoaminergic, contribute to the pathophysiology of mood disorders. This ever accruing body of preclinical and clinical research is providing increased recognition of the contribution made by amino acid neurotransmitters to the neurobiology of mood disorders. This review examines evidence supporting the role of GABA and glutamate in these processes and explores the potential to target these systems in the development of novel compounds; the viability of these agents for treatment-related co-morbidities will also be considered.
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Affiliation(s)
- Steven F Kendell
- Yale University School of Medicine, Department of Psychiatry, 333 Cedar Street, New Haven, CT 06510, USA
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Birmingham JT, Tauck DL. Neuromodulation in invertebrate sensory systems: from biophysics to behavior. J Exp Biol 2003; 206:3541-6. [PMID: 12966045 DOI: 10.1242/jeb.00601] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Neuromodulation may enhance the ability of sensory circuits to respond appropriately to widely variable environmental stimuli. The functional significance of neuromodulation will emerge from understanding the effects of modulators not just on single cells and synapses, but also on networks and the behavior of intact animals. With their relatively simple circuitry and large identifiable cells, invertebrate nervous systems offer insights into the complex roles of neuromodulators in modifying networks to meet the changing needs of the animal. Here we describe the role of neuromodulation in several invertebrate sensory systems that have been studied at a variety of levels, from the biophysical up to the behavioral.
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Affiliation(s)
- John T Birmingham
- Department of Physics, Santa Clara University, Santa Clara, CA 95053, USA.
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Blackwell KT. Calcium waves and closure of potassium channels in response to GABA stimulation in Hermissenda type B photoreceptors. J Neurophysiol 2002; 87:776-92. [PMID: 11826046 DOI: 10.1152/jn.00867.2000] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Classical conditioning of Hermissenda crassicornis requires the paired presentation of a conditioned stimulus (light) and an unconditioned stimulus (turbulence). Light stimulation of photoreceptors leads to production of diacylglycerol, an activator of protein kinase C, and inositol triphosphate (IP(3)), which releases calcium from intracellular stores. Turbulence causes hair cells to release GABA onto the terminal branches of the type B photoreceptor. One prior study has shown that GABA stimulation produces a wave of calcium that propagates from the terminal branches to the soma and raises the possibility that two sources of calcium are required for memory storage. GABA stimulation also causes an inhibitory postsynaptic potential (IPSP) followed by a late depolarization and increase in input resistance, whose cause has not been identified. A model was developed of the effect of GABA stimulation on the Hermissenda type B photoreceptor to evaluate the currents underlying the late depolarization and to evaluate whether a calcium wave could propagate from the terminal branches to the soma. The model included GABA(A), GABA(B), and calcium-sensitive potassium leak channels; calcium dynamics including release of calcium from intracellular stores; and the biochemical reactions leading from GABA(B) receptor activation to IP(3) production. Simulations show that it is possible for a wave of calcium to propagate from the terminal branches to the soma. The wave is initiated by IP(3)-induced calcium release but propagation requires release through the ryanodine receptor channel where IP(3) concentration is small. Wave speed is proportional to peak calcium concentration at the crest of the wave, with a minimum speed of 9 microM/s in the absence of IP(3). Propagation ceases when peak concentration drops below 1.2 microM; this occurs if the rate of calcium pumping into the endoplasmic reticulum is too large. Simulations also show that both a late depolarization and an increase in input resistance occur after GABA stimulation. The duration of the late depolarization corresponds to the duration of potassium leak channel closure. Neither the late depolarization nor the increase in input resistance are observed when a transient calcium current and a hyperpolarization-activated current are added to the model as replacement for closure of potassium leak channels. Thus the late depolarization and input resistance elevation can be explained by a closure of calcium-sensitive leak potassium currents but cannot be explained by a transient calcium current and a hyperpolarization-activated current.
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MESH Headings
- Adenosine Triphosphatases/metabolism
- Animals
- Calcium Channels/physiology
- Calcium Signaling/physiology
- Conditioning, Classical/physiology
- Endoplasmic Reticulum, Smooth/metabolism
- Inositol 1,4,5-Trisphosphate Receptors
- Ion Channel Gating/drug effects
- Ion Channel Gating/physiology
- Membrane Potentials/drug effects
- Membrane Potentials/physiology
- Models, Molecular
- Mollusca
- Muscle Fibers, Skeletal/physiology
- Neural Inhibition/physiology
- Photoreceptor Cells, Invertebrate/physiology
- Potassium Channels/physiology
- Receptors, Cytoplasmic and Nuclear/physiology
- Receptors, GABA-A/physiology
- Receptors, GABA-B/physiology
- Ryanodine Receptor Calcium Release Channel/physiology
- gamma-Aminobutyric Acid/pharmacology
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Affiliation(s)
- K T Blackwell
- School of Computational Sciences and the Krasnow Institute for Advanced Study, George Mason University, MS 281, Fairfax, Virginia 22030, USA.
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Schultz LM, Butson CR, Clark GA. Post-light potentiation at type B to A photoreceptor connections in Hermissenda. Neurobiol Learn Mem 2001; 76:7-32. [PMID: 11525254 DOI: 10.1006/nlme.2000.3988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We investigated whether the long (approximately 30-s) or short (approximately 3-s) light stimuli that have been used during behavioral training would induce post-light potentiation (PLP) at the type B to A photoreceptor connections of the isolated nervous system of Hermissenda. We found that a single approximately 30-s light step induced PLP at these connections relative to both pre-light baseline and seawater control preparations, as did a series of nine short (approximately 3-s) light steps. In addition, a 30-s step of depolarization-elicited type B cell activity induced potentiation comparable to that induced by a approximately 30-s light step, indicating that light-elicited type B cell activity contributes to the induction of PLP. By contrast, even though a series of short (3-s) light steps induced potentiation, short steps of depolarization-evoked type B cell activity did not. Hence, light-evoked processes other than type B cell depolarization or activity (e.g., perhaps intracellular Ca2+ release) also contribute to the induction of PLP. Further results suggest that these other light-evoked processes interact nonadditively with type B cell activity to generate PLP. Some but not all instances of synaptic potentiation were accompanied by various changes in parameters of type B cell action potentials and afterhyperpolarizing potentials, suggesting diverse underlying mechanisms, including increases in neurotransmitter release. Given that the type A cells have been proposed to polysynaptically excite the motor neurons that drive phototaxis, a light-evoked potentiation of synaptic strength at the inhibitory type B to A photoreceptor connections may play a mechanistic role in light-elicited nonassociative learning.
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Affiliation(s)
- L M Schultz
- Department of bioengineering, University of Utah, Salt Lake City 84112, USA.
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Schultz LM, Lee ES, Clark GA. Synaptic depression at type B to A photoreceptor connections in Hermissenda. Neuroreport 1998; 9:437-40. [PMID: 9512386 DOI: 10.1097/00001756-199802160-00015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We quantified synaptic depression at the type B to A photoreceptor connections of Hermissenda. Type B cell action potentials were evoked at interstimulus intervals (ISIs) of 0.3, 3 or 30 s and the resulting inhibitory postsynaptic potentials (IPSPs) were recorded in a type A cell. A progressive decline in IPSP amplitude occurred at all three ISIs. Synaptic depression was greater at shorter ISIs, as was the level of recovery 2 min after the stimulus series. The profound level of synaptic depression observed (79.0+/-3.2% at the 0.3 s ISI) implies that synaptic depression is an important control process in the neuronal circuitry that drives phototactic behavior.
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Affiliation(s)
- L M Schultz
- Department of Psychology, Princeton University, NJ 08544, USA
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