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Sun Y, Ma L, Wang S, Duan C, Wang X, Bian X, Wang S, Zhai D, Xie S, Zhang S, Liu Y, Lin X, Wang R, Liu X, Yu S, Lou X, Dong Z. Neuroimaging differences between chronic migraine with and without medication overuse headache: a 7 Tesla multimodal MRI study. J Headache Pain 2025; 26:54. [PMID: 40082790 PMCID: PMC11908087 DOI: 10.1186/s10194-025-01988-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Accepted: 02/25/2025] [Indexed: 03/16/2025] Open
Abstract
BACKGROUND Chronic migraine (CM) patients with medication overuse headache (MOH) exhibit distinct neurobiological alterations compared to those without MOH. However, prior studies, often limited to single imaging modalities, have yielded inconsistent findings. This study employs multimodal MRI-combining structural, diffusion tensor, and functional imaging-to characterize brain abnormalities in CM patients with and without MOH, while investigating the relationship between acute analgesic use frequency and these changes. METHODS The study employed comparative analyses to examine differences in gray matter volume, white matter integrity, and spontaneous brain activity between CM patients with (CM + MOH) and without (CM - MOH) medication overuse headache, as well as healthy controls. Additionally, brain regions associated with the frequency of acute medication use were identified and further investigated. RESULTS Nineteen CM - MOH patients, twenty-five CM + MOH patients, and nineteen healthy controls were enrolled. Compared to CM - MOH patients, CM + MOH patients exhibited significantly reduced gray matter volume in the parahippocampal gyrus and middle occipital gyrus, alongside markedly lower fractional anisotropy (FA) in the left cingulum bundle. Moreover, fractional amplitude of low-frequency fluctuations (fALFF) values in the right putamen were significantly decreased and demonstrated a negative correlation with the frequency of acute pain medication use. Functional connectivity analysis further revealed significantly enhanced connectivity between the right putamen and regions such as the frontal lobe, middle cingulate gyrus, lingual gyrus, and precuneus, which positively correlated with the frequency of acute analgesic use. CONCLUSION Compared to CM - MOH patients, those with MOH exhibit distinct patterns of gray matter volume reduction in regions associated with memory and visual processing, accompanied by significant white matter disruption. Additionally, decreased spontaneous activity in the right putamen and heightened functional connectivity between the putamen and multiple brain regions are strongly correlated with the frequency of acute medication use. These results highlight the significant impact of medication overuse on brain structure and function, shedding light on the mechanisms of migraine chronification.
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Affiliation(s)
- Yin Sun
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Longteng Ma
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
- Department of Neurology, The PLA Joint Logistic Support Force 983rd Hospital, Tianjin, 300142, China
| | - Song Wang
- Department of Radiology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
| | - Caohui Duan
- Department of Radiology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
| | - Xinyu Wang
- Medical School of Chinese PLA, Beijing, 100853, China
- Department of Radiology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
| | - Xiangbing Bian
- Department of Radiology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
| | - Shuqing Wang
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Deqi Zhai
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Siyuan Xie
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- School of Medicine, Nankai University, Tianjin, 300071, China
| | - Shuhua Zhang
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
| | - Yingyuan Liu
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
| | - Xiaoxue Lin
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Ruobing Wang
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Xiu Liu
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Shengyuan Yu
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China
- International Headache Center, Chinese PLA General Hospital, Beijing, China
| | - Xin Lou
- Department of Radiology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China.
| | - Zhao Dong
- Department of Neurology, The First Medical Center, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, Beijing, 100853, China.
- International Headache Center, Chinese PLA General Hospital, Beijing, China.
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2
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Mechanistic Effects and Use of N-acetylcysteine in Substance Use Disorders. Curr Behav Neurosci Rep 2022. [DOI: 10.1007/s40473-022-00250-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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3
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Hu W, Zhao X, Liu Y, Ren Y, Wei Z, Tang Z, Tian Y, Sun Y, Yang J. Reward sensitivity modulates the brain reward pathway in stress resilience via the inherent neuroendocrine system. Neurobiol Stress 2022; 20:100485. [PMID: 36132434 PMCID: PMC9483565 DOI: 10.1016/j.ynstr.2022.100485] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/16/2022] [Accepted: 09/02/2022] [Indexed: 12/03/2022] Open
Abstract
In the previous 10 years, researchers have suggested a critical role for the brain reward system in stress resilience. However, no study has provided an empirical link between activity in the mesostriatal reward regions during stress and the recovery of cortisol stress response. Moreover, although reward sensitivity as a trait has been demonstrated to promote stress resilience, it remains unclear whether it modulates the brain reward system in stress resilience and how this effect is achieved by the inherent neuroendocrine system. To investigate these uncertainties, 70 young adults were recruited to participate in a ScanSTRESS task, and their brain imaging data and saliva samples (for cortisol assay) were collected during the task. In addition, we assessed reward sensitivity, cortisol awakening response, and intrinsic functional connectivity of the brain in all the participants. We found that left putamen activation during stress exposure positively predicted cortisol recovery. In addition, reward sensitivity was positively linked with activation of the left putamen, and this relationship was serially mediated by the cortisol awakening response and right hippocampus-left inferior frontal gyrus intrinsic connectivity. These findings suggest that reward sensitivity modulates reward pathways in stress resilience through the interplay of the diurnal stress response system and network of the hippocampus-prefrontal circuitry. Summarily, the current study built a model to highlight the dynamic and multifaceted interaction between pertinent allostatic factors in the reward-resilience pathway and uncovered new insight into the resilience function of the mesostriatal reward system during stress. Cortisol recovery can be predicted by activation of the left putamen in stress. Activation of the left putamen was positively linked with reward sensitivity. This relationship was serially mediated by the cortisol awakening response and right hippocampus-left inferior frontal gyrus intrinsic coupling.
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Affiliation(s)
- Weiyu Hu
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Xiaolin Zhao
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yadong Liu
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yipeng Ren
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Zhenni Wei
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Zihan Tang
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yun Tian
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yadong Sun
- Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Juan Yang
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
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4
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Role of hippocampal NF-κB and GluN2B in the memory acquisition impairment of experiences gathered prior to cocaine administration in rats. Sci Rep 2021; 11:20033. [PMID: 34625609 PMCID: PMC8501066 DOI: 10.1038/s41598-021-99448-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 09/16/2021] [Indexed: 12/24/2022] Open
Abstract
Cocaine can induce severe neurobehavioral changes, among others, the ones involved in learning and memory processes. It is known that during drug consumption, cocaine-associated memory and learning processes take place. However, much less is known about the effects of this drug upon the mechanisms involved in forgetting.The present report focuses on the mechanisms by which cocaine affects memory consolidation of experiences acquired prior to drug administration. We also study the involvement of hippocampus in these processes, with special interest on the role of Nuclear factor kappa B (NF-κB), N-methyl-D-aspartate glutamate receptor 2B (GluN2B), and their relationship with other proteins, such as cyclic AMP response element binding protein (CREB). For this purpose, we developed a rat experimental model of chronic cocaine administration in which spatial memory and the expression or activity of several proteins in the hippocampus were assessed after 36 days of drug administration. We report an impairment in memory acquisition of experiences gathered prior to cocaine administration, associated to an increase in GluN2B expression in the hippocampus. We also demonstrate a decrease in NF-κB activity, as well as in the expression of the active form of CREB, confirming the role of these transcription factors in the cocaine-induced memory impairment.
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5
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Ersche KD, Lim TV, Murley AG, Rua C, Vaghi MM, White TL, Williams GB, Robbins TW. Reduced Glutamate Turnover in the Putamen Is Linked With Automatic Habits in Human Cocaine Addiction. Biol Psychiatry 2021; 89:970-979. [PMID: 33581835 PMCID: PMC8083107 DOI: 10.1016/j.biopsych.2020.12.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 12/09/2020] [Accepted: 12/14/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND The balance between goal-directed behavior and habits has been hypothesized to be biased toward the latter in individuals with cocaine use disorder (CUD), suggesting possible neurochemical changes in the putamen, which may contribute to their compulsive behavior. METHODS We assessed habitual behavior in 48 patients with CUD and 42 healthy control participants using a contingency degradation paradigm and the Creature of Habit Scale. In a subgroup of this sample (CUD: n = 21; control participants: n = 22), we also measured glutamate and glutamine concentrations in the left putamen using ultra-high-field (7T) magnetic resonance spectroscopy. We hypothesized that increased habitual tendencies in patients with CUD would be associated with abnormal glutamatergic metabolites in the putamen. RESULTS Compared with their non-drug-using peers, patients with CUD exhibited greater habitual tendencies during contingency degradation, which correlated with increased levels of self-reported daily habits. We further identified a significant reduction in glutamate concentration and glutamate turnover (glutamate-to-glutamine ratio) in the putamen in patients with CUD, which was significantly related to the level of self-reported daily habits. CONCLUSIONS Patients with CUD exhibit enhanced habitual behavior, as assessed both by questionnaire and by a laboratory paradigm of contingency degradation. This automatic habitual tendency is related to a reduced glutamate turnover in the putamen, suggesting a dysregulation of habits caused by chronic cocaine use.
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Affiliation(s)
- Karen D Ersche
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom.
| | - Tsen Vei Lim
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Alexander G Murley
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Matilde M Vaghi
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom; Department of Psychology, Stanford University, Stanford, California
| | - Tara L White
- Department of Behavioral and Social Sciences, Brown University, Providence, Rhode Island
| | - Guy B Williams
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom; Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Trevor W Robbins
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
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6
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Kohut SJ, Kaufman MJ. Magnetic resonance spectroscopy studies of substance use disorders: Current landscape and potential future directions. Pharmacol Biochem Behav 2020; 200:173090. [PMID: 33333132 DOI: 10.1016/j.pbb.2020.173090] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 11/13/2020] [Accepted: 12/08/2020] [Indexed: 12/25/2022]
Abstract
Over 200 in vivo magnetic resonance spectroscopy (MRS) studies of substance use and related disorders (SUD) were published this past decade. The large majority of this work used proton (1H)-MRS to characterize effects of acute and chronic exposures to drugs of abuse on human brain metabolites including N-acetylaspartate, choline-containing metabolites, creatine plus phosphocreatine, glutamate, and GABA. Some studies used phosphorus (31P)-MRS to quantify biomarkers of cerebral metabolism including phosphocreatine and adenosine triphosphate. A few studies used carbon (13C)-MRS to quantify intermediary metabolism. This Mini-review discusses select studies that illustrate how MRS can complement neurocircuitry research including by use of multimodal imaging strategies that combine MRS with functional MRI (fMRI) and/or diffusion tensor imaging (DTI). Additionally, magnetic resonance spectroscopic imaging (MRSI), which enables simultaneous multivoxel MRS acquisitions, can be used to better understand and interpret whole-brain functional or structural connectivity data. The review discusses some limitations in MRS methodology and then highlights important knowledge gaps and areas for potential future investigation, including the use of 1H- and 31P-MRS to quantify cerebral metabolism, oxidative stress, inflammation, and brain temperature, all of which are associated with SUD and all of which can influence neurocircuitry and behavior.
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Affiliation(s)
- Stephen J Kohut
- Behavioral Biology Research Program, McLean Hospital, Belmont, MA 02478, USA; McLean Imaging Center, McLean Hospital, Belmont, MA 02478, USA; Harvard Medical School, Department of Psychiatry, Belmont, MA 02478, USA
| | - Marc J Kaufman
- McLean Imaging Center, McLean Hospital, Belmont, MA 02478, USA; Harvard Medical School, Department of Psychiatry, Belmont, MA 02478, USA.
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7
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Effects of long-term cocaine self-administration on brain resting-state functional connectivity in nonhuman primates. Transl Psychiatry 2020; 10:420. [PMID: 33268770 PMCID: PMC7710734 DOI: 10.1038/s41398-020-01101-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 10/02/2020] [Accepted: 11/10/2020] [Indexed: 12/21/2022] Open
Abstract
Long-term cocaine use is associated with a variety of neural and behavioral deficits that impact daily function. This study was conducted to examine the effects of chronic cocaine self-administration on resting-state functional connectivity of the dorsal anterior cingulate (dACC) and putamen-two brain regions involved in cognitive function and motoric behavior-identified in a whole brain analysis. Six adult male squirrel monkeys self-administered cocaine (0.32 mg/kg/inj) over 140 sessions. Six additional monkeys that had not received any drug treatment for ~1.5 years served as drug-free controls. Resting-state fMRI imaging sessions at 9.4 Tesla were conducted under isoflurane anesthesia. Functional connectivity maps were derived using seed regions placed in the left dACC or putamen. Results show that cocaine maintained robust self-administration with an average total intake of 367 mg/kg (range: 299-424 mg/kg). In the cocaine group, functional connectivity between the dACC seed and regions primarily involved in motoric behavior was weaker, whereas connectivity between the dACC seed and areas implicated in reward and cognitive processing was stronger. In the putamen seed, weaker widespread connectivity was found between the putamen and other motor regions as well as with prefrontal areas that regulate higher-order executive function; stronger connectivity was found with reward-related regions. dACC connectivity was associated with total cocaine intake. These data indicate that functional connectivity between regions involved in motor, reward, and cognitive processing differed between subjects with recent histories of cocaine self-administration and controls; in dACC, connectivity appears to be related to cumulative cocaine dosage during chronic exposure.
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8
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Kangas BD, Doyle RJ, Kohut SJ, Bergman J, Kaufman MJ. Effects of chronic cocaine self-administration and N-acetylcysteine on learning, cognitive flexibility, and reinstatement in nonhuman primates. Psychopharmacology (Berl) 2019; 236:2143-2153. [PMID: 30877326 PMCID: PMC6626691 DOI: 10.1007/s00213-019-05211-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 02/25/2019] [Indexed: 12/18/2022]
Abstract
RATIONALE Cocaine use disorder (CUD) is associated with cognitive deficits that have been linked to poor treatment outcomes. An improved understanding of cocaine's deleterious effects on cognition may help optimize pharmacotherapies. Emerging evidence implicates abnormalities in glutamate neurotransmission in CUD and drugs that normalize glutamatergic homeostasis (e.g., N-acetylcysteine [NAC]) may attenuate CUD-related relapse behavior. OBJECTIVES The present studies examined the impact of chronic cocaine exposure on touchscreen-based models of learning (repeated acquisition) and cognitive flexibility (discrimination reversal) and, also, the ability of NAC to modulate cocaine self-administration and its capacity to reinstate drug-seeking behavior. METHODS First, stable repeated acquisition and discrimination reversal performance was established. Next, high levels of cocaine-taking behavior (2.13-3.03 mg/kg/session) were maintained for 150 sessions during which repeated acquisition and discrimination reversal performance was probed periodically. Finally, the effects of NAC treatment were examined on cocaine self-administration and, subsequently, extinction and reinstatement. RESULTS Cocaine self-administration significantly impaired performance under both cognitive tasks; however, discrimination reversal was disrupted considerably more than acquisition. Performance eventually approximated baseline levels during chronic exposure. NAC treatment did not perturb ongoing self-administration behavior but was associated with significantly quicker extinction of drug-lever responding. Cocaine-primed reinstatement did not significantly differ between groups. CONCLUSIONS The disruptive effects of cocaine on learning and cognitive flexibility are profound but performance recovered during chronic exposure. Although the effects of NAC on models of drug-taking and drug-seeking behavior in monkeys are less robust than reported in rodents, they nevertheless suggest a role for glutamatergic modulators in CUD treatment programs.
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Affiliation(s)
- Brian D Kangas
- Harvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA.
| | - Rachel J Doyle
- Harvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA
| | - Stephen J Kohut
- Harvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA
| | - Jack Bergman
- Harvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA
| | - Marc J Kaufman
- Harvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA
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9
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Cabrera EA, Wiers CE, Lindgren E, Miller G, Volkow ND, Wang GJ. Neuroimaging the Effectiveness of Substance Use Disorder Treatments. J Neuroimmune Pharmacol 2016; 11:408-33. [PMID: 27184387 DOI: 10.1007/s11481-016-9680-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Accepted: 04/26/2016] [Indexed: 12/18/2022]
Abstract
Neuroimaging techniques to measure the function and biochemistry of the human brain such as positron emission tomography (PET), proton magnetic resonance spectroscopy ((1)H MRS), and functional magnetic resonance imaging (fMRI), are powerful tools for assessing neurobiological mechanisms underlying the response to treatments in substance use disorders. Here, we review the neuroimaging literature on pharmacological and behavioral treatment in substance use disorder. We focus on neural effects of medications that reduce craving (e.g., naltrexone, bupropion hydrochloride, baclofen, methadone, varenicline) and that improve cognitive control (e.g., modafinil, N-acetylcysteine), of behavioral treatments for substance use disorders (e.g., cognitive bias modification training, virtual reality, motivational interventions) and neuromodulatory interventions such as neurofeedback and transcranial magnetic stimulation. A consistent finding for the effectiveness of therapeutic interventions identifies the improvement of executive control networks and the dampening of limbic activation, highlighting their values as targets for therapeutic interventions in substance use disorders.
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Affiliation(s)
- Elizabeth A Cabrera
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA.
| | - Corinde E Wiers
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Elsa Lindgren
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Gregg Miller
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Nora D Volkow
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
| | - Gene-Jack Wang
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
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10
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Moeller SJ, London ED, Northoff G. Neuroimaging markers of glutamatergic and GABAergic systems in drug addiction: Relationships to resting-state functional connectivity. Neurosci Biobehav Rev 2016; 61:35-52. [PMID: 26657968 PMCID: PMC4731270 DOI: 10.1016/j.neubiorev.2015.11.010] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 11/05/2015] [Accepted: 11/21/2015] [Indexed: 12/29/2022]
Abstract
Drug addiction is characterized by widespread abnormalities in brain function and neurochemistry, including drug-associated effects on concentrations of the excitatory and inhibitory neurotransmitters glutamate and gamma-aminobutyric acid (GABA), respectively. In healthy individuals, these neurotransmitters drive the resting state, a default condition of brain function also disrupted in addiction. Here, our primary goal was to review in vivo magnetic resonance spectroscopy and positron emission tomography studies that examined markers of glutamate and GABA abnormalities in human drug addiction. Addicted individuals tended to show decreases in these markers compared with healthy controls, but findings also varied by individual characteristics (e.g., abstinence length). Interestingly, select corticolimbic brain regions showing glutamatergic and/or GABAergic abnormalities have been similarly implicated in resting-state functional connectivity deficits in drug addiction. Thus, our secondary goals were to provide a brief review of this resting-state literature, and an initial rationale for the hypothesis that abnormalities in glutamatergic and/or GABAergic neurotransmission may underlie resting-state functional deficits in drug addiction. In doing so, we suggest future research directions and possible treatment implications.
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Affiliation(s)
- Scott J Moeller
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Edythe D London
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Departments of Psychiatry and Biobehavioral Sciences, and Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, CA, USA
| | - Georg Northoff
- Brain Imaging and Neuroethics Research Unit, Institute of Mental Health Research, Ottawa, Canada.
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11
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Hulka LM, Scheidegger M, Vonmoos M, Preller KH, Baumgartner MR, Herdener M, Seifritz E, Henning A, Quednow BB. Glutamatergic and neurometabolic alterations in chronic cocaine users measured with (1) H-magnetic resonance spectroscopy. Addict Biol 2016; 21:205-17. [PMID: 25600822 DOI: 10.1111/adb.12217] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Cocaine addiction is a chronically relapsing disorder that is associated with harmful consequences. Relapses occur frequently and effective pharmacotherapies are currently sparse. Preclinical studies suggest that altered glutamatergic signaling is crucial for the maintenance of cocaine self-administration. However, the translational validity of these models is currently unknown. Therefore, we investigated potential differences of glutamate, glutamine and further metabolite levels in the pregenual anterior cingulate cortex (pgACC) and the right dorsolateral prefrontal cortex (rDLPFC) of chronic cocaine users and controls using the PRior knOwledge FITting 2.0 tool in combination with two-dimensional J-resolved single-voxel (1) H-magnetic resonance spectroscopy at 3T and voxel tissue composition and relaxation correction. Glutamate and glutamine levels did not differ between cocaine users and controls, but higher weekly cocaine use and higher cocaine hair concentrations were associated with lower glutamine/creatine ratios in the pgACC. Interestingly, cocaine users exhibited higher glucose/total creatine ratios than controls in the pgACC and higher choline/creatine ratios in the pgACC and rDLPFC. These results imply that cocaine use is associated with altered cortical glucose metabolism and membrane turnover. Finally, cocaine use over the past 6 months appears to decrease cortical glutamine levels indicating changes in glutamate cycling.
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Affiliation(s)
- Lea M. Hulka
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
| | - Milan Scheidegger
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
- Institute for Biomedical Engineering; University of Zurich and Swiss Federal Institute of Technology Zurich; Switzerland
| | - Matthias Vonmoos
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
| | - Katrin H. Preller
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
| | | | - Marcus Herdener
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
- Zurich Center for Integrative Human Physiology; University of Zurich; Switzerland
- Neuroscience Center Zurich; University of Zurich and Swiss Federal Institute of Technology Zurich; Switzerland
| | - Anke Henning
- Institute for Biomedical Engineering; University of Zurich and Swiss Federal Institute of Technology Zurich; Switzerland
- Zurich Center for Integrative Human Physiology; University of Zurich; Switzerland
- Neuroscience Center Zurich; University of Zurich and Swiss Federal Institute of Technology Zurich; Switzerland
- Max Planck Institute for Biological Cybernetics; Tübingen Germany
| | - Boris B. Quednow
- Department of Psychiatry, Psychotherapy and Psychosomatics; Psychiatric Hospital; University of Zurich; Switzerland
- Zurich Center for Integrative Human Physiology; University of Zurich; Switzerland
- Neuroscience Center Zurich; University of Zurich and Swiss Federal Institute of Technology Zurich; Switzerland
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Martinez D, Slifstein M, Nabulsi N, Grassetti A, Urban N, Perez A, Liu F, Lin SF, Ropchan J, Mao X, Kegeles LS, Shungu DC, Carson RE, Huang Y. Imaging glutamate homeostasis in cocaine addiction with the metabotropic glutamate receptor 5 positron emission tomography radiotracer [(11)C]ABP688 and magnetic resonance spectroscopy. Biol Psychiatry 2014; 75:165-71. [PMID: 24035345 PMCID: PMC4106018 DOI: 10.1016/j.biopsych.2013.06.026] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2013] [Revised: 06/05/2013] [Accepted: 06/28/2013] [Indexed: 12/22/2022]
Abstract
BACKGROUND Preclinical studies demonstrate that glutamate homeostasis in the striatum is disrupted following cocaine exposure, including a decrease in metabotropic glutamate receptor type 5 (mGluR5) expression and reduced glutamate turnover. The goal of this study was to use imaging of the human brain to investigate alterations in the glutamate signaling in cocaine addiction. METHODS Positron emission tomography imaging with the radiotracer [(11)C]ABP688 was used to measure mGluR5 binding and magnetic resonance spectroscopy was used to measure glutamate-glutamine levels in the striatum of cocaine-addicted participants (n = 15) compared with healthy control subjects (n = 15). Following the scans, the cocaine-addicted volunteers performed cocaine self-administration sessions to investigate the correlation between cocaine-seeking behavior and mGluR5 receptor binding. RESULTS The results of the study showed that cocaine addiction was associated with a 20% to 22% reduction in [(11)C]ABP688 binding in the striatum. A secondary analysis of cortical and subcortical regions other than the striatum showed a similar reduction in [(11)C]ABP688 binding, suggesting that the decrease was widespread. No between-group differences were seen in the magnetic resonance spectroscopy measures of glutamate-glutamine in the left striatum. In addition, no correlation was seen between [(11)C]ABP688 binding in the striatum and the choice to self-administer cocaine. CONCLUSIONS Overall, these results show that long-term cocaine use is associated with a decrease in mGluR5 availability compared with matched healthy control subjects and suggests that this receptor may serve as a viable target for treatment development for this disorder.
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Affiliation(s)
- Diana Martinez
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, New York.
| | - Mark Slifstein
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, NY, USA
| | - Nabeel Nabulsi
- The Department of Psychiatry, Yale PET Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Alexander Grassetti
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, NY, USA
| | - Nina Urban
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, NY, USA
| | - Audrey Perez
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, NY, USA
| | - Fei Liu
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, NY, USA
| | - Shu-fei Lin
- The Department of Psychiatry, Yale PET Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Jim Ropchan
- The Department of Psychiatry, Yale PET Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Xiangling Mao
- Department of Radiology, Weill Medical College of Cornell University, New York, NY, USA
| | - Lawrence S. Kegeles
- Department of Psychiatry, Columbia University College of Physicians and Surgeons and the New York State Psychiatric Institute, New York, NY, USA
| | - Dikoma C. Shungu
- Department of Radiology, Weill Medical College of Cornell University, New York, NY, USA
| | - Richard E. Carson
- The Department of Psychiatry, Yale PET Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Yiyun Huang
- The Department of Psychiatry, Yale PET Center, Yale University School of Medicine, New Haven, Connecticut, USA
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Wisner KM, Patzelt EH, Lim KO, MacDonald AW. An intrinsic connectivity network approach to insula-derived dysfunctions among cocaine users. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2013; 39:403-13. [DOI: 10.3109/00952990.2013.848211] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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N-acetylcysteine normalizes glutamate levels in cocaine-dependent patients: a randomized crossover magnetic resonance spectroscopy study. Neuropsychopharmacology 2012; 37:2143-52. [PMID: 22549117 PMCID: PMC3398721 DOI: 10.1038/npp.2012.66] [Citation(s) in RCA: 115] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Treatment with N-acetylcysteine (NAC) normalizes glutamate (Glu) homeostasis and prevents relapse in drug-dependent animals. However, the effect of NAC on brain Glu levels in substance-dependent humans has not yet been investigated. Proton magnetic resonance spectroscopy ((1)H MRS) was used to investigate Glu changes in the dorsal anterior cingulate cortex (dACC) after a single dose of NAC in cocaine-dependent patients and normal controls. In an open-label, randomized, crossover study, 8 cocaine-dependent patients and 14 healthy controls underwent two scan sessions: one group receiving no compound and the other following a single administration of 2400 mg NAC. The Barratt Impulsiveness Scale was administered to examine the relation between dACC Glu levels and impulsivity. In the medication-free condition, Glu levels in the dACC were significantly higher in cocaine-dependent patients compared with healthy controls. After administration of NAC, Glu levels were reduced in the cocaine-dependent group, whereas NAC had no effect in healthy controls. Higher baseline Glu levels were associated with higher impulsivity, and both were predictive of greater NAC-induced Glu reduction. The current findings indicate that NAC can normalize elevated Glu levels in cocaine-dependent patients. These findings may have important implications for treatment, because abnormal Glu levels are related to relapse, and treatment with NAC prevented relapse in animal studies. Furthermore, clinical studies have indicated beneficial effects of NAC in cocaine-dependent patients, and the current study suggests that these beneficial effects might in part be mediated by the ability of NAC to normalize glutamatergic abnormalities.
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