1
|
Scarlata MJ, Keeley RJ, Carmack SA, Tsai PJ, Vendruscolo JCM, Lu H, Koob GF, Vendruscolo LF, Stein EA. Cingulate circuits are associated with escalation of heroin use and naloxone-induced increases in heroin self-administration. Addict Neurosci 2022; 1:100002. [PMID: 37323812 PMCID: PMC10270679 DOI: 10.1016/j.addicn.2021.100002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Opioid use disorder (OUD) is defined as a compulsion to seek and take opioids, loss of control over intake and the development of a negative emotional state when access to opioids is denied. Using functional magnetic resonance imaging (fMRI) data in a rat model of OUD, we demonstrate that the escalation of heroin self-administration (SA) and the increased heroin SA following an injection of an opioid receptor antagonist (naloxone) are associated with changes in distinct brain circuits, centered on the cingulate cortex (Cg). Here, SA escalation score was negatively associated with changes in resting state functional connectivity (rsFC) between the Cg and the dorsal striatum. Conversely, increased heroin SA following naloxone injection, was associated with increased connectivity between the Cg and the extended amygdala and hypothalamus. Naloxone-induced increased SA was also positively associated with changes in the amplitude of low frequency fluctuations within the Cg, a measure of spontaneous neuronal activity. Characterizing the distinct brain circuit and behavior changes associated with different facets of addiction increases our understanding of OUD and may provide insight into addiction prevention and treatment.
Collapse
Affiliation(s)
- MJ Scarlata
- Neuroimaging Research Branch, National Institute on Drug Abuse, United States of America
| | - RJ Keeley
- Neuroimaging Research Branch, National Institute on Drug Abuse, United States of America
| | - SA Carmack
- Integrative Neuroscience Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, United States of America
| | - P-J Tsai
- Neuroimaging Research Branch, National Institute on Drug Abuse, United States of America
| | - JCM Vendruscolo
- Integrative Neuroscience Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, United States of America
| | - H Lu
- Neuroimaging Research Branch, National Institute on Drug Abuse, United States of America
| | - GF Koob
- Integrative Neuroscience Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, United States of America
| | - LF Vendruscolo
- Integrative Neuroscience Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, United States of America
| | - EA Stein
- Neuroimaging Research Branch, National Institute on Drug Abuse, United States of America
| |
Collapse
|
2
|
Scarlata MJ, Keeley RJ, Stein EA. Nicotine addiction: Translational insights from circuit neuroscience. Pharmacol Biochem Behav 2021; 204:173171. [PMID: 33727060 DOI: 10.1016/j.pbb.2021.173171] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 02/13/2021] [Accepted: 03/08/2021] [Indexed: 11/18/2022]
Abstract
Contemporary neuroscience aims to understand how neuronal activity produces internal processes and observable behavioral states. This aim crucially depends on systems-level, circuit-based analyses of the working brain, as behavioral states arise from information flow and connectivity within and between discrete and overlapping brain regions, forming circuits and networks. Functional magnetic resonance imaging (fMRI), offers a key to advance circuit neuroscience; fMRI measures inter and intra- regional circuits at behaviorally relevant spatial-temporal resolution. Herein, we argue that cross-sectional observations in human populations can be best understood via mechanistic and causal insights derived from brain circuitry obtained from preclinical fMRI models. Using nicotine addiction as an exemplar of a circuit-based substance use disorder, we review fMRI-based observations of a circuit that was first shown to be disrupted among human smokers and was recently replicated in rodent models of nicotine dependence. Next, we discuss circuits that predispose to nicotine dependence severity and their interaction with circuits that change as a result of chronic nicotine administration using a rodent model of dependence. Data from both clinical and preclinical fMRI experiments argue for the utility of fMRI studies in translation and reverse translation of a circuit-based understanding of brain disease states. We conclude by discussing the future of circuit neuroscience and functional neuroimaging as an essential bridge between animal models and human populations to the understanding of brain function in health and disease.
Collapse
Affiliation(s)
- M J Scarlata
- Neuroimaging Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, USA
| | - R J Keeley
- Neuroimaging Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, USA
| | - E A Stein
- Neuroimaging Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, NIH, Baltimore, MD, USA.
| |
Collapse
|
3
|
Keeley RJ, Trow J, McDonald RJ. Strain and sex differences in puberty onset and the effects of THC administration on weight gain and brain volumes. Neuroscience 2015; 305:328-42. [PMID: 26186896 DOI: 10.1016/j.neuroscience.2015.07.024] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 07/08/2015] [Accepted: 07/09/2015] [Indexed: 01/19/2023]
Abstract
The use of recreational marijuana is widespread and frequently begins and persists through adolescence. Some research has shown negative consequences of adolescent marijuana use, but this is not seen across studies, and certain factors, like genetic background and sex, may influence the results. It is critical to identify which characteristics predispose an individual to be susceptible to the negative consequences of chronic exposure to marijuana in adolescence on brain health and behavior. To this end, using males and females of two strains of rats, Long-Evans hooded (LER) and Wistar (WR) rats, we explored whether these anatomically and behaviorally dimorphic strains demonstrated differences in puberty onset and strain-specific effects of adolescent exposure to Δ9-tetrahydrocannabinol (THC), the main psychoactive component of marijuana. Daily 5 mg/kg treatment began on the day of puberty onset and continued for 14 days. Of particular interest were metrics of growth and volumetric estimates of brain areas involved in cognition that contain high densities of cannabinoid receptors, including the hippocampus and its subregions, the amygdala, and the frontal cortex. Brain volumetrics were analyzed immediately following the treatment period. LER and WR females started puberty at different ages, but no strain differences were observed in brain volumes. THC decreased weight gain throughout the treatment period for all groups. Only the hippocampus and some of its subregions were affected by THC, and increased volumes with THC administration was observed exclusively in females, regardless of strain. Long-term treatment of THC did not affect all individuals equally, and females displayed evidence of increased sensitivity to the effects of THC, and by extension, marijuana. Identifying differences in adolescent physiology of WR and LER rats could help determine the cause for strain and sex differences in brain and behavior of adults and help to refine the use of animal models in marijuana research.
Collapse
Affiliation(s)
- R J Keeley
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada.
| | - J Trow
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada
| | - R J McDonald
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada
| |
Collapse
|
4
|
Keeley RJ, McDonald RJ. Part III: Principal component analysis: bridging the gap between strain, sex and drug effects. Behav Brain Res 2015; 288:153-61. [PMID: 25813745 DOI: 10.1016/j.bbr.2015.03.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Revised: 03/08/2015] [Accepted: 03/12/2015] [Indexed: 01/07/2023]
Abstract
Previous work has identified the adolescent period as particularly sensitive to the short- and long-term effects of marijuana and its main psychoactive component Δ9-tetrahydrocannabinol (THC). However, other studies have identified certain backgrounds as more sensitive than others, including the sex of the individual or the strain of the rat used. Further, the effects of THC may be specific to certain behavioural tasks (e.g. measures of anxiety), and the consequences of THC are not seen equally across all behavioural measures. Here, data obtained from adolescent male and female Long-Evans and Wistar rats exposed to THC and tested as adults, which, using standard ANOVA testing, showed strain- and sex-specific effects of THC, was analyzed using principal component analysis (PCA). PCA allowed for the examination of the relative contribution of our variables of interest to the variance in the data obtained from multiple behavioural tasks, including the skilled reaching task, the Morris water task, the discriminative fear-conditioning to context task, the elevated plus maze task and the conditioned place preference task to a low dose of amphetamine, as well as volumetric estimates of brain volumes and cfos activation. We observed that early life experience accounted for a large proportion of variance across data sets, although its relative contribution varied across tasks. Additionally, THC accounted for a very small proportion of the variance across all behavioural tasks. We demonstrate here that by using PCA, we were able to describe the main variables of interest and demonstrate that THC exposure had a negligible effect on the variance in the data set.
Collapse
Affiliation(s)
- R J Keeley
- University of Lethbridge, 4001 University Drive, Lethbridge, AB T1K 3M4, Canada.
| | - R J McDonald
- University of Lethbridge, 4001 University Drive, Lethbridge, AB T1K 3M4, Canada
| |
Collapse
|
5
|
Keeley RJ, Burger DK, Saucier DM, Iwaniuk AN. The size of non-hippocampal brain regions varies by season and sex in Richardson's ground squirrel. Neuroscience 2015; 289:194-206. [PMID: 25595988 DOI: 10.1016/j.neuroscience.2014.12.077] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Revised: 11/29/2014] [Accepted: 12/18/2014] [Indexed: 11/19/2022]
Abstract
Sex- and season-specific modulation of hippocampal size and function is observed across multiple species, including rodents. Other non-hippocampal-dependent behaviors exhibit season and sex differences, and whether the associated brain regions exhibit similar variation with sex and season remains to be fully characterized. As such, we examined the brains of wild-caught Richardson's ground squirrels (RGS; Urocitellus richardsonii) for seasonal (breeding, non-breeding) and sex differences in the volumes of specific brain areas, including: total brain volume, corpus callosum (CC), anterior commissure (AC), medial prefrontal cortex (mPFC), total neocortex (NC), entorhinal cortex (EC), and superior colliculus (SC). Analyses of variance and covariance revealed significant interactions between season and sex for almost all areas studied, primarily resulting from females captured during the breeding season exhibiting larger volumes than females captured during the non-breeding season. This was observed for volumes of the AC, mPFC, NC, EC, and SC. Where simple main effects of season were observed for males (the NC and the SC), the volume advantage favoured males captured during the NBr season. Only two simple main effects of sex were observed: males captured in the non-breeding season had significantly larger total brain volume than females captured in the non-breeding season, and females captured during the breeding season had larger volumes of the mPFC and EC than males captured in the breeding season. These results indicate that females have more pronounced seasonal differences in brain and brain region sizes. The extent to which seasonal differences in brain region volumes vary with behaviour is unclear, but our data do suggest that seasonal plasticity is not limited to the hippocampus and that RGS is a useful mammalian species for understanding seasonal plasticity in an ecologically relevant context.
Collapse
Affiliation(s)
- R J Keeley
- Canadian Centre for Behavioural Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada.
| | - D K Burger
- Canadian Centre for Behavioural Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada
| | - D M Saucier
- Faculty of Science, University of Ontario Institute of Technology, Oshawa, ON L1H 7K4, Canada
| | - A N Iwaniuk
- Canadian Centre for Behavioural Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada
| |
Collapse
|
6
|
Keeley RJ, Trow J, Bye C, McDonald RJ. Part II: Strain- and sex-specific effects of adolescent exposure to THC on adult brain and behaviour: Variants of learning, anxiety and volumetric estimates. Behav Brain Res 2015; 288:132-52. [PMID: 25591471 DOI: 10.1016/j.bbr.2015.01.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Revised: 12/31/2014] [Accepted: 01/02/2015] [Indexed: 12/20/2022]
Abstract
Marijuana is one of the most highly used psychoactive substances in the world, and its use typically begins during adolescence, a period of substantial brain development. Females across species appear to be more susceptible to the long-term consequences of marijuana use. Despite the identification of inherent differences between rat strains including measures of anatomy, genetics and behaviour, no studies to our knowledge have examined the long-term consequences of adolescent exposure to marijuana or its main psychoactive component, Δ(9)-tetrahydrocannabinol (THC), in males and females of two widely used rat strains: Long-Evans hooded (LER) and Wistar (WR) rats. THC was administered for 14 consecutive days following puberty onset, and once they reached adulthood, changes in behaviour and in the volume of associated brain areas were quantified. Rats were assessed in behavioural tests of motor, spatial and contextual learning, and anxiety. Some tasks showed effects of injection, since handled and vehicle groups were included as controls. Performance on all tasks, except motor learning, and the volume of associated brain areas were altered with injection or THC administration, although these effects varied by strain and sex group. Finally, analysis revealed treatment-specific correlations between performance and brain volumes. This study is the first of its kind to directly compare males and females of two rat strains for the long-term consequences of adolescent THC exposure. It highlights the importance of considering strain and identifies certain rat strains as susceptible or resilient to the effects of THC.
Collapse
Affiliation(s)
- R J Keeley
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 4N8, Canada.
| | - J Trow
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 4N8, Canada
| | - C Bye
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 4N8, Canada
| | - R J McDonald
- University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 4N8, Canada
| |
Collapse
|
7
|
Keeley RJ, Zelinski EL, Fehr L, McDonald RJ. The effect of exercise on carbohydrate preference in female rats. Brain Res Bull 2014; 101:45-50. [PMID: 24406468 DOI: 10.1016/j.brainresbull.2013.12.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Revised: 11/19/2013] [Accepted: 12/22/2013] [Indexed: 11/29/2022]
Abstract
Exercise has a myriad of health benefits, including positive effects against heart disease, diabetes, and dementia. Cognitive performance improves following chronic exercise, both in animal models and humans. Studies have examined the effect of exercise on feeding, demonstrating a preference towards increased food consumption. Further, sex differences exist such that females tend to prefer carbohydrates over other macronutrients following exercise. However, no clear effect of exercise on macronutrient or carbohydrate selection has been described in animal or human studies. This research project sought to determine the effect of voluntary exercise on carbohydrate selection in female rats. Preference for a complex (starch) versus a simple (dextrose) carbohydrate was assessed using a discriminative preference to context paradigm in non-exercising and voluntarily exercising female rats. In addition, fasting blood glucose and performance in the Morris water task was examined in order to verify the effects of exercise on performance in this task. Female rats given access to running wheels preferred a context previously associated with starch, whereas females with no running wheel access preferred a context previously associated with dextrose. No changes in blood glucose were observed. However, cognitive differences in the Morris water task were observed such that voluntary exercise allowed rats to find a new location of a hidden platform following 4 days of training to an old platform location. These results suggest that voluntary exercise may decrease preservative behaviors in a spatial navigation task through the facilitation of plasticity mechanisms. This study is the first of its kind to demonstrate the influence of exercise on taste preference for complex and simple carbohydrates with this context conditioning paradigm.
Collapse
Affiliation(s)
- R J Keeley
- Canadian Centre for Behavioural Neuroscience, Department of Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB, Canada T1K 3M4.
| | - E L Zelinski
- Canadian Centre for Behavioural Neuroscience, Department of Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB, Canada T1K 3M4
| | - L Fehr
- Canadian Centre for Behavioural Neuroscience, Department of Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB, Canada T1K 3M4
| | - R J McDonald
- Canadian Centre for Behavioural Neuroscience, Department of Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, AB, Canada T1K 3M4
| |
Collapse
|
8
|
Levitus S, Matishov G, Smolyar I, Baranova OK, Zweng MM, Tielking T, Mikhailov N, Kizu S, Nast F, Reed G, Keeley R, Rickards L, Korablev A. World War II (1939-1945) Oceanographic Observations. Data Sci J 2013. [DOI: 10.2481/dsj.13-030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
9
|
Keeley R. X-ray Fluorescence Spectrometry â Second Edition by Ron Jenkins, Wiley-Interscience, New York, 1999, xviii+207 pp. ISBN 0-471-29942-1; £65.00. Talanta 2000. [DOI: 10.1016/s0039-9140(00)00350-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
10
|
Abstract
OBJECTIVES To examine whether somatoform symptoms, specifically symptoms of conversion, somatization, and hypochondriasis, are associated with side-effect reporting and treatment nonadherence in depressed family medicine outpatients, and to measure whether symptoms improve with pharmacotherapy. DESIGN Inception cohort study with 14-week follow-up. SETTING Inner-city family medicine residency clinic. PATIENTS Thirty-nine consecutive adults with major depressive disorder were asked to participate, and 30 consented. INTERVENTION Antidepressants for 14 weeks. MAIN OUTCOME MEASURES The Personality Assessment Inventory (PAI) was administered before treatment. The PAI is a self-reported inventory compatible with the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, designed to measure a broad range of personality characteristics. After 14 weeks, the side-effect incidence and treatment nonadherence rates were determined, and 12 patients were readministered the PAI. RESULTS Depressed family medicine patients demonstrated trends toward elevated Somatic Complaints scale and conversion subscale scores and a lower Suicidal Ideation scale score relative to those of a standardized depressed psychiatric patient profile. Conversion and hypochondriacal symptoms were associated with side-effect reporting and treatment nonadherence. Somatization and hypochondriacal symptoms improved clinically and statistically during treatment for depression. CONCLUSIONS Somatoform distress is a complex, common, and understudied phenomenon in primary care that can adversely affect the treatment of depression. Somatoform symptoms of conversion and hypochondriasis, but not somatization, were found to be risk factors for treatment nonadherence. Somatization and hypochondriacal symptoms may represent personality states that improve with pharmacotherapy, and conversion symptoms may be a personality trait resistant to medical treatment for depression.
Collapse
Affiliation(s)
- R Keeley
- St Anthony Central Hospital, Denver, Colo., USA
| | | | | |
Collapse
|
11
|
Keeley R, Atagi T, Sabelman E, Padilla J, Kadlcik S, Keeley A, Nguyen K, Rosen J. Peripheral nerve regeneration across 14-mm gaps: a comparison of autograft and entubulation repair methods in the rat. J Reconstr Microsurg 1993; 9:349-58; discussion 359-60. [PMID: 8301633 DOI: 10.1055/s-2007-1006742] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
A study was conducted to compare the regeneration across 1.4-cm peroneal nerve gaps in rats, repaired with sutured autografts or with artificial nerve grafts. The artificial models were composed of a biodegradable passive conduit made of glycolide trimethylene carbonate, filled with either phosphate-buffered saline or a collagen extracellular matrix. Functional recovery was evaluated by walking track analysis throughout the experiment. After 9 months, the nerves were analyzed by electrophysiology and by qualitative and quantitative histology. Walking track analysis demonstrated the three repair methods to provide statistically equivalent recovery, except at day 195 post-engraftment, when the collagen-filled conduit was superior to the saline-filled conduit. Electrophysiologically, the autograft was superior to the collagen-filled conduit, while the collagen- and saline-filled conduits were equivalent. Quantitative histology demonstrated that normal intact nerve had larger mean myelinated axonal diameters but an equal number of axons to the three repair methods, and that the repair methods were statistically equivalent. While the repair methods had similar histologic and functional outcomes, combined standardized scoring demonstrated that the autograft was superior to the statistically-equivalent entubulation repairs. A collagen gel may serve as an ideal matrix in which to suspend neurotrop(h)ic factors or cells.
Collapse
Affiliation(s)
- R Keeley
- Department of Functional Restoration, Stanford University Medical School, California
| | | | | | | | | | | | | | | |
Collapse
|
12
|
Keeley R. The forensic scanning electron microscope. Med Leg J 1984; 52 ( Pt 4):211-26. [PMID: 6527677 DOI: 10.1177/002581728405200403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
|
13
|
Keeley RJ. Head injury. Proc Mine Med Off Assoc 1969; 48:121. [PMID: 5378083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
|