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1.
Proc Natl Acad Sci U S A ; 116(17): 8570-8575, 2019 04 23.
Article in English | MEDLINE | ID: mdl-30971490

ABSTRACT

The medial prefrontal cortex (mPFC) plays an essential role in regulating emotion, including inhibiting fear when danger has passed. The extinction of fear, however, is labile and a number of factors, including stress, cause extinguished fear to relapse. Here we show that fear relapse in rats limits single-unit activity among infralimbic (IL) neurons, which are critical for inhibiting fear responses, and facilitates activity in prelimbic (PL) neurons involved in fear expression. Pharmacogenetic activation of noradrenergic neurons in the locus coeruleus mimics this shift in reciprocal IL-PL spike firing, increases the expression of conditioned freezing behavior, and causes relapse of extinguished fear. Noradrenergic modulation of mPFC firing represents a mechanism for relapse and a potential target for therapeutic interventions to reduce pathological fear.


Subject(s)
Fear/physiology , Locus Coeruleus/physiology , Prefrontal Cortex/physiology , Animals , Behavior, Animal/physiology , Electrodes, Implanted , Extinction, Psychological/physiology , Norepinephrine , Rats
2.
Molecules ; 27(9)2022 Apr 23.
Article in English | MEDLINE | ID: mdl-35566075

ABSTRACT

Previous studies in animals and humans have shown multiple types of interaction between alcohol (ethanol) intake and the catecholamine signaling molecules: dopamine, norepinephrine and epinephrine. This literature suggests that the administration of alcohol to rodents affects the central and peripheral (blood plasma) levels of these catecholamines. Two prior publications (Fitzgerald 2012, 2020) put forth the hypothesis that there may be a currently unidentified biosynthetic pathway, in a range of organisms, that actually converts alcohol to dopamine, norepinephrine and epinephrine. This publication describes the details for how to test this hypothesis in mice. Mice can be systemically injected with an intoxicating dose of commercially available stable isotope-labeled ethanol (ethanol-1-13C), and blood plasma samples and brains can be collected approximately two to 24 h post-injection. Liquid chromatography-mass spectrometry analysis can then be used to test whether some of the labeled ethanol molecules have been incorporated into new dopamine, norepinephrine, and epinephrine molecules, in plasma and brain samples. If confirmed, this hypothesis may have broadly reaching implications both for basic neuroscience and our understanding of alcohol abuse and alcoholism.


Subject(s)
Alcoholism , Norepinephrine , Animals , Biosynthetic Pathways , Catecholamines/metabolism , Dopamine/metabolism , Epinephrine , Ethanol , Mice , Norepinephrine/metabolism
3.
Stress ; 24(6): 857-865, 2021 11.
Article in English | MEDLINE | ID: mdl-33517825

ABSTRACT

Ketamine has emerged as a novel treatment for common psychiatric conditions such as Major Depressive Disorder (MDD) and anxiety disorders, many of which can be initiated and exacerbated by psychological stress. Sex differences in the frequency of both anxiety and depressive disorders are well known and could be due to sex differences in neuroendocrine responses to stress. Ketamine is known to modulate the hormonal response to stress, specifically corticosterone. It is not clear if the acute effect of ketamine on corticosterone differs by sex, or what role this could play in subsequent behavior. Here we test whether a single injection of (R,S)-ketamine (30 mg/kg, i.p.), administered either with or without unpredictable chronic stress (UCS), has different sustained effects on open field test (OFT), elevated zero maze (EZM) or forced swim test (FST) behavior in female versus male C57BL/6J mice. In the OFT (24 h post-injection), ketamine increased center square exploration in males but not females. In contrast, in the FST (72 h post-injection), females showed a trend toward a decrease in immobility after ketamine whereas males were not strongly modulated. These behavioral effects of ketamine were stronger in the presence of UCS than in unstressed animals. UCS animals also showed lower corticosterone after injection than unstressed animals, and in the presence of UCS ketamine increased corticosterone; these effects were similar in both sexes. Corticosterone post-injection did not predict subsequent behavior. These findings complement a growing preclinical literature suggesting both stress-dependency and sex differences in OFT and FST behavioral responses to ketamine.LAY SUMMARYIn humans, it is known that major depression and anxiety disorders, which can be caused or made worse by exposure to psychological stress, occur roughly twice as frequently in women than in men, but the underpinnings of these effects are not well characterized. In the current study, we explored how sex interacts with stress and ketamine (a rapidly acting antidepressant) by assessing both open field and forced swim behavior in mice after chronic mild stress. We report the novel finding that male mice exhibit greater exploration of the aversive center square in the open field after ketamine, whereas females trended toward lower immobility (often interpreted as an antidepressant-like effect) in the forced swim test after this drug, and these effects were amplified by prior stress exposure.


Subject(s)
Depressive Disorder, Major , Ketamine , Animals , Depression , Depressive Disorder, Major/drug therapy , Female , Ketamine/pharmacology , Male , Mice , Mice, Inbred C57BL , Stress, Psychological/psychology
4.
Int J Mol Sci ; 22(19)2021 Oct 02.
Article in English | MEDLINE | ID: mdl-34639047

ABSTRACT

It is well established that a wide range of drugs of abuse acutely boost the signaling of the sympathetic nervous system and the hypothalamic-pituitary-adrenal (HPA) axis, where norepinephrine and epinephrine are major output molecules. This stimulatory effect is accompanied by such symptoms as elevated heart rate and blood pressure, more rapid breathing, increased body temperature and sweating, and pupillary dilation, as well as the intoxicating or euphoric subjective properties of the drug. While many drugs of abuse are thought to achieve their intoxicating effects by modulating the monoaminergic neurotransmitter systems (i.e., serotonin, norepinephrine, dopamine) by binding to these receptors or otherwise affecting their synaptic signaling, this paper puts forth the hypothesis that many of these drugs are actually acutely converted to catecholamines (dopamine, norepinephrine, epinephrine) in vivo, in addition to transformation to their known metabolites. In this manner, a range of stimulants, opioids, and psychedelics (as well as alcohol) may partially achieve their intoxicating properties, as well as side effects, due to this putative transformation to catecholamines. If this hypothesis is correct, it would alter our understanding of the basic biosynthetic pathways for generating these important signaling molecules, while also modifying our view of the neural substrates underlying substance abuse and dependence, including psychological stress-induced relapse. Importantly, there is a direct way to test the overarching hypothesis: administer (either centrally or peripherally) stable isotope versions of these drugs to model organisms such as rodents (or even to humans) and then use liquid chromatography-mass spectrometry to determine if the labeled drug is converted to labeled catecholamines in brain, blood plasma, or urine samples.


Subject(s)
Dopamine/metabolism , Epinephrine/metabolism , Norepinephrine/metabolism , Substance-Related Disorders/metabolism , Animals , Catecholamines/chemistry , Catecholamines/metabolism , Dopamine/chemistry , Epinephrine/chemistry , Humans , Illicit Drugs/metabolism , Inactivation, Metabolic , Metabolic Networks and Pathways , Models, Biological , Norepinephrine/chemistry , Substance-Related Disorders/etiology
5.
Int J Mol Sci ; 22(14)2021 Jul 08.
Article in English | MEDLINE | ID: mdl-34298984

ABSTRACT

While much of biomedical research since the middle of the twentieth century has focused on molecular pathways inside the cell, there is increasing evidence that extracellular signaling pathways are also critically important in health and disease. The neuromodulators norepinephrine (NE), serotonin (5-hydroxytryptamine, 5HT), dopamine (DA), acetylcholine (ACH), and melatonin (MT) are extracellular signaling molecules that are distributed throughout the brain and modulate many disease processes. The effects of these five neuromodulators on Alzheimer's disease (AD) are briefly examined in this paper, and it is hypothesized that each of the five molecules has a u-shaped (or Janus-faced) dose-response curve, wherein too little or too much signaling is pathological in AD and possibly other diseases. In particular it is suggested that NE is largely functionally opposed to 5HT, ACH, MT, and possibly DA in AD. In this scenario, physiological "balance" between the noradrenergic tone and that of the other three or four modulators is most healthy. If NE is largely functionally opposed to other prominent neuromodulators in AD, this may suggest novel combinations of pharmacological agents to counteract this disease. It is also suggested that the majority of cases of AD and possibly other diseases involve an excess of noradrenergic tone and a collective deficit of the other four modulators.


Subject(s)
Alzheimer Disease/physiopathology , Neurotransmitter Agents/antagonists & inhibitors , Norepinephrine/physiology , Synaptic Transmission/physiology , Adrenergic Agents/administration & dosage , Adrenergic Agents/therapeutic use , Adrenergic Neurons/physiology , Alzheimer Disease/drug therapy , Amyloid beta-Peptides/metabolism , Animals , Brain Chemistry , Cholinesterase Inhibitors/pharmacology , Cholinesterase Inhibitors/therapeutic use , Disease Models, Animal , Dose-Response Relationship, Drug , Drug Synergism , Humans , Melatonin/therapeutic use , Mice , Models, Neurological , Neurotransmitter Agents/physiology , Nootropic Agents/pharmacology , Nootropic Agents/therapeutic use , Norepinephrine/pharmacology , Phosphorylation , Protein Processing, Post-Translational , Rats , Receptors, Adrenergic, alpha-2/drug effects , Receptors, Adrenergic, alpha-2/physiology , Selective Serotonin Reuptake Inhibitors/administration & dosage , Selective Serotonin Reuptake Inhibitors/therapeutic use , Signal Transduction/drug effects , Synaptic Transmission/drug effects , tau Proteins/metabolism
6.
Exp Brain Res ; 237(7): 1593-1614, 2019 Jul.
Article in English | MEDLINE | ID: mdl-31079238

ABSTRACT

Antidepressant drugs are a standard biological treatment for various neuropsychiatric disorders, yet relatively little is known about their electrophysiologic and synaptic effects on mood systems that set moment-to-moment emotional tone. In vivo electrical recording of local field potentials (LFPs) and single neuron spiking has been crucial for elucidating important details of neural processing and control in many other systems, and yet electrical approaches have not been broadly applied to the actions of antidepressants on mood-related circuits. Here we review the literature encompassing electrophysiologic effects of antidepressants in animals, including studies that examine older drugs, and extending to more recently synthesized novel compounds, as well as rapidly acting antidepressants. The existing studies on neuromodulator-based drugs have focused on recording in the brainstem nuclei, with much less known about their effects on prefrontal or sensory cortex. Studies on neuromodulatory drugs have moreover focused on single unit firing patterns with less emphasis on LFPs, whereas the rapidly acting antidepressant literature shows the opposite trend. In a synthesis of this information, we hypothesize that all classes of antidepressants could have common final effects on limbic circuitry. Whereas NMDA receptor blockade may induce a high powered gamma oscillatory state via direct and fast alteration of glutamatergic systems in mood-related circuits, neuromodulatory antidepressants may induce similar effects over slower timescales, corresponding with the timecourse of response in patients, while resetting synaptic excitatory versus inhibitory signaling to a normal level. Thus, gamma signaling may provide a biomarker (or "neural readout") of the therapeutic effects of all classes of antidepressants.


Subject(s)
Antidepressive Agents/therapeutic use , Depression/drug therapy , Gamma Rhythm/drug effects , Prefrontal Cortex/drug effects , Action Potentials/drug effects , Action Potentials/physiology , Animals , Antidepressive Agents/pharmacology , Depression/physiopathology , Electrophysiological Phenomena/drug effects , Electrophysiological Phenomena/physiology , Excitatory Amino Acid Antagonists/pharmacology , Excitatory Amino Acid Antagonists/therapeutic use , Gamma Rhythm/physiology , Humans , Prefrontal Cortex/physiopathology , Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors , Receptors, N-Methyl-D-Aspartate/physiology
7.
Proc Natl Acad Sci U S A ; 112(28): E3729-37, 2015 Jul 14.
Article in English | MEDLINE | ID: mdl-26124100

ABSTRACT

Stress-induced impairments in extinction learning are believed to sustain posttraumatic stress disorder (PTSD). Noradrenergic signaling may contribute to extinction impairments by modulating medial prefrontal cortex (mPFC) circuits involved in fear regulation. Here we demonstrate that aversive fear conditioning rapidly and persistently alters spontaneous single-unit activity in the prelimbic and infralimbic subdivisions of the mPFC in behaving rats. These conditioning-induced changes in mPFC firing were mitigated by systemic administration of propranolol (10 mg/kg, i.p.), a Ɵ-noradrenergic receptor antagonist. Moreover, propranolol administration dampened the stress-induced impairment in extinction observed when extinction training is delivered shortly after fear conditioning. These findings suggest that Ɵ-adrenoceptors mediate stress-induced changes in mPFC spike firing that contribute to extinction impairments. Propranolol may be a helpful adjunct to behavioral therapy for PTSD, particularly in patients who have recently experienced trauma.


Subject(s)
Extinction, Psychological/drug effects , Fear/physiology , Norepinephrine/antagonists & inhibitors , Prefrontal Cortex/physiopathology , Stress, Psychological , Action Potentials , Adrenergic beta-Antagonists/pharmacology , Animals , Prefrontal Cortex/drug effects , Propranolol/pharmacology , Rats
10.
Neurobiol Learn Mem ; 130: 26-33, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26808441

ABSTRACT

Posttraumatic stress disorder (PTSD) has been described as the only neuropsychiatric disorder with a known cause, yet effective behavioral and pharmacotherapies remain elusive for many afflicted individuals. PTSD is characterized by heightened noradrenergic signaling, as well as a resistance to extinction learning. Research aimed at promoting more effective treatment of PTSD has focused on memory erasure (disrupting reconsolidation) and/or enhancing extinction retention through pharmacological manipulations. Propranolol, a Ɵ-adrenoceptor antagonist, has received considerable attention for its therapeutic potential in PTSD, although its impact on patients is not always effective. In this review, we briefly examine the consequences of Ɵ-noradrenergic manipulations on both reconsolidation and extinction learning in rodents and in humans. We suggest that propranolol is effective as a fear-reducing agent when paired with behavioral therapy soon after trauma when psychological stress is high, possibly preventing or dampening the later development of PTSD. In individuals who have already suffered from PTSD for a significant period of time, propranolol may be less effective at disrupting reconsolidation of strong fear memories. Also, when PTSD has already developed, chronic treatment with propranolol may be more effective than acute intervention, given that individuals with PTSD tend to experience long-term, elevated noradrenergic hyperarousal.


Subject(s)
Adrenergic beta-Antagonists/pharmacology , Extinction, Psychological/drug effects , Fear/drug effects , Memory/drug effects , Propranolol/pharmacology , Stress Disorders, Post-Traumatic/drug therapy , Adrenergic beta-Antagonists/therapeutic use , Animals , Behavior, Animal/drug effects , Disease Models, Animal , Humans , Propranolol/therapeutic use , Rats , Stress Disorders, Post-Traumatic/psychology
11.
Neurobiol Learn Mem ; 113: 69-81, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24231425

ABSTRACT

The neural circuitry mediating fear extinction has been increasingly well studied and delineated. The rodent infralimbic subregion (IL) of the ventromedial prefrontal cortex (vmPFC) has been found to promote extinction, whereas the prelimbic cortex (PL) demonstrates an opposing, pro-fear, function. Studies employing in vivo electrophysiological recordings have observed that while increased IL single-unit firing and bursting predicts robust extinction retrieval, increased PL firing can correlate with sustained fear and poor extinction. These relationships between single-unit firing and extinction do not hold under all experimental conditions, however. In the current study, we further investigated the relationship between vmPFC and PL single-unit firing and extinction using inbred mouse models of intact (C57BL/6J, B6) and deficient (129S1/SvImJ, S1) extinction strains. Simultaneous single-unit recordings were made in the PL and vmPFC (encompassing IL) as B6 and S1 mice performed extinction training and retrieval. Impaired extinction retrieval in S1 mice was associated with elevated PL single-unit firing, as compared to firing in extinguishing B6 mice, consistent with the hypothesized pro-fear contribution of PL. Analysis of local field potentials also revealed significantly higher gamma power in the PL of S1 than B6 mice during extinction training and retrieval. In the vmPFC, impaired extinction in S1 mice was also associated with exaggerated single-unit firing, relative to B6 mice. This is in apparent contradiction to evidence that IL activity promotes extinction, but could reflect a (failed) compensatory effort by the vmPFC to mitigate fear-promoting activity in other regions, such as the PL or amygdala. In support of this hypothesis, augmenting IL activity via direct infusion of the GABAA receptor antagonist picrotoxin rescued impaired extinction retrieval in S1 mice. Chronic fluoxetine treatment produced modest reductions in fear during extinction retrieval and increased the number of Zif268-labeled cells in layer II of IL, but failed to increase vmPFC single-unit firing. Collectively, these findings further support the important contribution these cortical regions play in determining the balance between robust extinction on the one hand, and sustained fear on the other. Elucidating the precise nature of these roles could help inform understanding of the pathophysiology of fear-related anxiety disorders.


Subject(s)
Extinction, Psychological/physiology , Fear/physiology , Fluoxetine/pharmacology , GABA Antagonists/pharmacology , Picrotoxin/pharmacology , Prefrontal Cortex/physiology , Selective Serotonin Reuptake Inhibitors/pharmacology , Animals , Early Growth Response Protein 1/metabolism , Extinction, Psychological/drug effects , Fear/drug effects , Fluoxetine/administration & dosage , GABA Antagonists/administration & dosage , Male , Mice , Mice, 129 Strain , Mice, Inbred C57BL , Patch-Clamp Techniques/methods , Picrotoxin/administration & dosage , Prefrontal Cortex/drug effects , Prefrontal Cortex/physiopathology , Selective Serotonin Reuptake Inhibitors/administration & dosage
12.
Int J Neurosci ; 124(7): 467-73, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24131223

ABSTRACT

It is of high clinical interest to better understand the timecourse through which psychiatric drugs produce their beneficial effects. While a rough estimate of the time lag between initiating monoaminergic antidepressant therapy and the onset of therapeutic effect in depressed subjects is two weeks, much less is known about when these drugs reach maximum effect. This paper briefly examines studies that directly address this question through long-term antidepressant administration to humans, while also putting forth a simple theoretical approach for estimating the time required for monoaminergic antidepressants to reach maximum therapeutic effect in humans. The theory invokes a comparison between speed of antidepressant drug response in humans and in rodents, focusing on the apparently greater speed in rodents. The principal argument is one of proportions, comparing earliest effects of these drugs in rodents and humans, versus their time to reach maximum effect in these organisms. If the proportionality hypothesis is even coarsely accurate, then applying these values or to some degree their ranges to the hypothesis, may suggest that monoaminergic antidepressants require a number of years to reach maximum effect in humans, at least in some individuals.


Subject(s)
Adrenergic Uptake Inhibitors/therapeutic use , Antidepressive Agents/therapeutic use , Depressive Disorder/drug therapy , Selective Serotonin Reuptake Inhibitors/therapeutic use , Humans , Time Factors , Treatment Outcome
13.
Clin Psychopharmacol Neurosci ; 22(3): 405-415, 2024 Aug 31.
Article in English | MEDLINE | ID: mdl-39069680

ABSTRACT

Frontal alpha asymmetry (FAA) is an electroencephalography (EEG) measure that quantifies trait-like left versus right hemisphere lateralization in alpha power. Increased FAA indicates relatively greater left than right frontal cortex activation and is associated with enhanced reward-related approach behaviors rather than avoidance or withdrawal. Studies dating back several decades have often suggested that having greater FAA supports enhanced positive affect and protection against major depressive disorder (MDD), whereas having greater right frontal activation (i.e., reduced FAA) is associated with negative affect and risk for MDD. While this hypothesis is widely known, a number of other studies instead have found increased FAA in MDD, or evidence that either leftward or rightward bias in FAA is associated with depression. Here we briefly review the literature on leftward or rightward lateralization in FAA in MDD, and find much evidence that MDD is not always characterized by reduced FAA. We also review the limited literature on FAA and monoaminergic neurotransmitter systems, including pharmacologic agents that act on them. Studies of serotonin in particular provide genetic and pharmacologic evidence for modulation of FAA, where some of these data may suggest that serotonin reduces FAA. In a synthesis of the collective literature on FAA and the monoamines, we suggest that serotonin and norepinephrine may differentially affect FAA, with serotonin tending to promote right frontal activation and norepinephrine biased toward left frontal activation. These putative differences in frontal lateralization may influence MDD phenotypes or potential subtypes of the disorder, and suggest pharmacologic treatment strategies.

14.
Epilepsy Res ; 200: 107286, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38217951

ABSTRACT

Angelman syndrome (AS) is a rare neurodevelopmental disorder that is typically caused by deletion or a loss-of-function mutation of the maternal copy of the ubiquitin ligase E3A (UBE3A) gene. The disorder is characterized by severe intellectual disability, deficits in speech, motor abnormalities, altered electroencephalography (EEG) activity, spontaneous epileptic seizures, sleep disturbances, and a happy demeanor with frequent laughter. Regarding electrophysiologic abnormalities in particular, enhanced delta oscillatory power and an elevated excitatory/inhibitory (E/I) ratio have been documented in AS, with E/I ratio especially studied in rodent models. These electrophysiologic characteristics appear to relate with the greatly elevated rates of epilepsy in individuals with AS, and associated hypersynchronous neural activity. Here we briefly review findings on EEG, E/I ratio, and epileptic seizures in AS, including data from rodent models of the disorder. We summarize pharmacologic approaches that have been used to treat behavioral aspects of AS, including neuropsychiatric phenomena and sleep disturbances, as well as seizures in the context of the disorder. Antidepressants such as SSRIs and atypical antipsychotics are among the medications that have been used behaviorally, whereas anticonvulsant drugs such as valproic acid and lamotrigine have frequently been used to control seizures in AS. We end by suggesting novel uses for some existing pharmacologic agents in AS, including noradrenergic transmission reducing drugs (alpha2 agonists, beta blockers, alpha1 antagonists) and cholinesterase inhibitors, where these various classes of drugs may have the ability to ameliorate both behavioral disturbances and seizures.


Subject(s)
Angelman Syndrome , Epilepsy , Humans , Angelman Syndrome/complications , Angelman Syndrome/drug therapy , Angelman Syndrome/genetics , Seizures , Electroencephalography , Valproic Acid , Anticonvulsants/therapeutic use
15.
Neurosci Lett ; 827: 137734, 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38499279

ABSTRACT

Identifying additional noninvasive biomarkers for affective disorders, such as unipolar major depressive disorder (MDD) and bipolar disorder (BD), could aid in the diagnosis and treatment of these prevalent and debilitating neuropsychiatric conditions. One such candidate biomarker is the loudness dependence of the auditory evoked potential (LDAEP), an event-related potential that measures responsiveness of the auditory cortex to different intensities of sound. The LDAEP has been associated with MDD and BD, including therapeutic response to particular classes of antidepressant drugs, while also correlating with several other neuropsychiatric disorders. It has been suggested that increased values of the LDAEP indicate low central serotonergic neurotransmission, further implicating this EEG measure in depression. Here, we briefly review the literature on the LDAEP in affective disorders, including its association with serotonergic signaling, as well as with that of other neurotransmitters such as dopamine. We summarize key findings on the LDAEP and the genetics of these neurotransmitters, as well as prediction of response to particular classes of antidepressants in MDD, including SSRIs versus noradrenergic agents. The possible relationship between this EEG measure and suicidality is addressed. We also briefly analyze acute pharmacologic studies of serotonin and/or dopamine precursor depletion and the LDAEP. In conclusion, the existing literature suggests that serotonin and norepinephrine may modulate the LDAEP in an opposing manner, and that this event-related marker may be of use in predicting response to chronic treatment with particular pharmacologic agents in the context of affective disorders, such as MDD and BD, including in the presence of suicidality.


Subject(s)
Depressive Disorder, Major , Serotonin , Humans , Serotonin/pharmacology , Depressive Disorder, Major/drug therapy , Dopamine/pharmacology , Selective Serotonin Reuptake Inhibitors , Evoked Potentials, Auditory/physiology , Antidepressive Agents/pharmacology , Antidepressive Agents/therapeutic use , Electroencephalography
16.
J Neurophysiol ; 108(1): 243-62, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22457468

ABSTRACT

Linear receptive field (RF) models of area 3b neurons reveal a three-component structure: a central excitatory region flanked by two inhibitory regions that are spatially and temporally nonoverlapping with the excitation. Previous studies also report that there is an "infield" inhibitory region throughout the neuronal RF, which is a nonlinear interactive (second order) effect whereby stimuli lagging an input to the excitatory region are suppressed. Thus linear models may be inaccurate approximations of the neurons' true RFs. In this study, we characterize the RFs of area 3b neurons, using a second-order quadratic model. Data were collected from 80 neurons of two awake, behaving macaque monkeys while a random dot pattern was scanned simultaneously across the distal pads of digits D2, 3, and 4. We used an iterative method derived from matching pursuit to identify a set of linear and nonlinear terms with significant effects on the neuronal response. For most neurons (65/80), the linear component of the quadratic RF was characterized by a single excitatory region on the dominant digit. Interactions within the dominant digit were characterized by two quadratic filters that capture the spatial aspects of the interactive infield inhibition. Interactions between the dominant (most responsive) digit and its adjacent digit(s) formed the largest class of cross-digit interactions. The results demonstrate that a significant part of area 3b responses is due to nonlinear mechanisms, and furthermore, the data support the notion that area 3b neurons have "nonclassical RF"-like input from adjacent fingers, indicating that area 3b plays a role in integrating shape inputs across digits.


Subject(s)
Brain Mapping , Neural Inhibition/physiology , Neurons/physiology , Somatosensory Cortex/cytology , Action Potentials , Afferent Pathways/physiology , Animals , Linear Models , Macaca mulatta , Male , Models, Neurological , Nonlinear Dynamics , Physical Stimulation , Predictive Value of Tests , Somatosensory Cortex/physiology , Touch/physiology , Wakefulness
17.
Proc Natl Acad Sci U S A ; 106(38): 16457-62, 2009 Sep 22.
Article in English | MEDLINE | ID: mdl-19805320

ABSTRACT

We recognize, understand, and interact with objects through both vision and touch. Conceivably, these two sensory systems encode object shape in similar ways, which could facilitate cross-modal communication. To test this idea, we studied single neurons in macaque monkey intermediate visual (area V4) and somatosensory (area SII) cortex, using matched shape stimuli. We found similar patterns of shape sensitivity characterized by tuning for curvature direction. These parallel tuning patterns imply analogous shape coding mechanisms in intermediate visual and somatosensory cortex.


Subject(s)
Macaca mulatta/physiology , Pattern Recognition, Physiological/physiology , Touch/physiology , Vision, Ocular/physiology , Algorithms , Animals , Form Perception/physiology , Motion Perception/physiology , Neural Pathways/physiology , Neurons/physiology , Photic Stimulation , Physical Stimulation , Principal Component Analysis , Somatosensory Cortex/cytology , Somatosensory Cortex/physiology , Visual Cortex/cytology , Visual Cortex/physiology , Visual Pathways/physiology , Visual Perception/physiology
18.
J Neurosci ; 30(15): 5357-67, 2010 Apr 14.
Article in English | MEDLINE | ID: mdl-20392957

ABSTRACT

Stress is a major risk factor for numerous neuropsychiatric diseases. However, susceptibility to stress and the qualitative nature of stress effects on behavior differ markedly among individuals. This is partly because of the moderating influence of genetic factors. Inbred mouse strains provide a relatively stable and restricted range of genetic and environmental variability that is valuable for disentangling gene-stress interactions. Here, we screened a panel of inbred strains for anxiety- and depression-related phenotypes at baseline (trait) and after exposure to repeated restraint. Two strains, DBA/2J and C57BL/6J, differed in trait and restraint-induced anxiety-related behavior (dark/light exploration, elevated plus maze). Gene expression analysis of amygdala, medial prefrontal cortex, and hippocampus revealed divergent expression in DBA/2J and C57BL/6J both at baseline and after repeated restraint. Restraint produced strain-dependent expression alterations in various genes including glutamate receptors (e.g., Grin1, Grik1). To elucidate neuronal correlates of these strain differences, we performed ex vivo analysis of glutamate excitatory neurotransmission in amygdala principal neurons. Repeated restraint augmented amygdala excitatory postsynaptic signaling and altered metaplasticity (temporal summation of NMDA receptor currents) in DBA/2J but not C57BL/6J. Furthermore, we found that the C57BL/6J-like changes in anxiety-related behavior after restraint were absent in null mutants lacking the modulatory NMDA receptor subunit Grin2a, but not the AMPA receptor subunit Gria1. Grin2a null mutants exhibited significant ( approximately 30%) loss of dendritic spines on amygdala principal neurons under nonrestraint conditions. Collectively, our data support a model in which genetic variation in glutamatergic neuroplasticity in corticolimbic circuitry underlies phenotypic variation in responsivity to stress.


Subject(s)
Amygdala/physiopathology , Glutamic Acid/metabolism , Neurons/physiology , Stress, Psychological/genetics , Stress, Psychological/physiopathology , Animals , Dendritic Spines/physiology , Excitatory Postsynaptic Potentials/genetics , Excitatory Postsynaptic Potentials/physiology , Gene Expression , Hippocampus/physiopathology , Male , Mice , Mice, Inbred C57BL , Mice, Inbred DBA , Mice, Knockout , Neuronal Plasticity/genetics , Neuronal Plasticity/physiology , Prefrontal Cortex/physiopathology , Receptors, AMPA/deficiency , Receptors, AMPA/genetics , Receptors, AMPA/metabolism , Receptors, N-Methyl-D-Aspartate/deficiency , Receptors, N-Methyl-D-Aspartate/genetics , Receptors, N-Methyl-D-Aspartate/metabolism , Restraint, Physical , Species Specificity , Synaptic Transmission/genetics , Synaptic Transmission/physiology
19.
Front Behav Neurosci ; 15: 673634, 2021.
Article in English | MEDLINE | ID: mdl-34658805

ABSTRACT

Major depressive disorder (MDD) remains a significant public health problem worldwide, and revised treatment strategies are therefore urgently needed, including the creation of novel antidepressant compounds or using existing molecular entities in new ways. Etiologic theories of MDD from decades ago have suggested that synaptic deficiencies of monoaminergic neurotransmitters play a causative role in this neuropsychiatric disorder, and that boosting monoamines with drugs such as SSRIs, SNRIs, TCAs, and MAOIs has antidepressant effects and in some individuals can even induce hypomania or mania. While other factors, such as various intracellular molecular pathways and hippocampal neurogenesis, undoubtedly also play a role in MDD, monoaminergic boosting drugs nonetheless have clearly demonstrated antidepressant properties. There is also, however, a body of studies in the preclinical literature suggesting that monoaminergic transmission reducing drugs, including noradrenergic ones, also have antidepressant-like behavioral properties in rodents. Given that there is increasing evidence that the monoamines have u-shaped or Janus-faced dose-response properties, in which a mid-range value is "optimal" in a variety of behavioral and physiological processes, it is plausible that either too much or too little synaptic norepinephrine in key circuits may exacerbate MDD in some individuals. Here we briefly review rodent depression-related behavioral data, focusing on the forced swim test, from three major classes of noradrenergic transmission reducing drugs (alpha2 agonists, beta blockers, alpha1 antagonists), and find much support for the hypothesis that they have antidepressant-like properties. Whether these drugs are antidepressants in human subjects remains to be determined.

20.
Psychiatry Res ; 303: 114054, 2021 09.
Article in English | MEDLINE | ID: mdl-34153629

ABSTRACT

We present a neurochemical model of unipolar major depressive disorder that makes predictions for optimizing pharmacological treatment of this debilitating neuropsychiatric disorder. We suggest that there are two principal electrophysiological subtypes of depression, with the more common one involving a high excitatory/inhibitory (E/I) electrophysiological ratio, and a less common low E/I subtype. The high E/I subtype is paradoxically a variant of previous conceptions of atypical depression, whereas the low E/I subtype is a variant of melancholic depression. We focus on the ratio of norepinephrine (NE) to serotonin (5HT) as primary determinants of E/I ratio, which have opposing effects on mood regulation. We suggest that high NE/5HT (or E/I) ratio depressions should be treated with pharmacological agents that boost 5HT (such as SSRIs) and/or drugs that reduce noradrenergic transmission (such as clonidine, guanfacine, propranolol, prazosin). In contrast, low NE/5HT (or E/I) depressions should be treated with agents that boost NE (such as most tricyclics) and/or drugs that reduce serotonergic transmission. Our model predicts that the rapidly acting antidepressant ketamine (and possibly scopolamine), which has an acutely excitatory electrophysiological profile that may be followed by sustained increased inhibition, should improve the high NE/5HT subtype and worsen the low subtype.


Subject(s)
Depressive Disorder, Major , Antidepressive Agents/pharmacology , Antidepressive Agents/therapeutic use , Depression , Depressive Disorder, Major/drug therapy , Humans , Norepinephrine , Serotonin/therapeutic use , Selective Serotonin Reuptake Inhibitors/therapeutic use
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