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Moszak M, Marcickiewicz J, Pelczyńska M, Bogdański P. The Interplay Between Psychological and Neurobiological Predictors of Weight Regain: A Narrative Review. Nutrients 2025; 17:1662. [PMID: 40431402 PMCID: PMC12114007 DOI: 10.3390/nu17101662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2025] [Revised: 05/07/2025] [Accepted: 05/12/2025] [Indexed: 05/29/2025] Open
Abstract
Introduction: Obesity is a global health problem requiring effective interventions to achieve weight loss and maintain it in the long term. A major challenge for clinicians is weight regain (WR), defined as progressive weight gain following successful weight loss. WR is affected by multiple factors, including psychological traits linked to specific brain alterations. Understanding these mechanisms is crucial in developing strategies to prevent WR and to ensure effective weight control. Objectives: This narrative review aims to gather current findings on the psychological and neurobiological determinants of WR and to discuss the interplay between these factors. Methods: A literature search was conducted on PubMed, Medline, and Web of Science for English-language studies published between December 1990 and November 2024. Results: WR is driven by interconnected psychological and neurobiological factors that influence eating behavior and the regulation of body weight. Certain personality traits and emotional patterns are associated with specific changes in brain activity, which together affect vulnerability to WR. Although distinct mechanisms can be identified, the complexity of homeostatic and nonhomeostatic appetite control suggests that no single factor predominates. Conclusions: This review highlights the dynamic interplay between psychological and neurobiological predictors of WR. However, due to the narrative nature of this review, the focus on selected determinants, and the limited quality and size of the available studies, further research is needed to comprehensively understand causality and to improve relapse prevention strategies.
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Affiliation(s)
- Małgorzata Moszak
- Department of Obesity and Metabolic Disorder Treatment and Clinical Dietetics, Poznań University of Medical Sciences, 49 Przybyszewskiego Street, 60-355 Poznan, Poland; (M.P.); (P.B.)
| | - Justyna Marcickiewicz
- Faculty of Medicine, Poznań University of Medical Sciences, 70 Bukowska Street, 60-812 Poznan, Poland;
| | - Marta Pelczyńska
- Department of Obesity and Metabolic Disorder Treatment and Clinical Dietetics, Poznań University of Medical Sciences, 49 Przybyszewskiego Street, 60-355 Poznan, Poland; (M.P.); (P.B.)
| | - Paweł Bogdański
- Department of Obesity and Metabolic Disorder Treatment and Clinical Dietetics, Poznań University of Medical Sciences, 49 Przybyszewskiego Street, 60-355 Poznan, Poland; (M.P.); (P.B.)
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Grodin EN. Considerations for understanding the neurobiology of pathological alcohol choice preference: Commentary on Perini, Karlsson, McIntyre, Heilig-"Neural correlates of choosing alcohol over palatable food reward in humans". ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2025; 49:957-959. [PMID: 40091156 PMCID: PMC12097924 DOI: 10.1111/acer.70026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Accepted: 03/04/2025] [Indexed: 03/19/2025]
Affiliation(s)
- Erica N Grodin
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California, USA
- Brain Research Institute, University of California, Los Angeles, Los Angeles, California, USA
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Sahlem GL, Dowdle LT, Baker NL, Sherman BJ, Gray KM, McRae-Clark AL, Froeliger B, Squeglia LM. Exploring the Utility of a Functional Magnetic Resonance Imaging Cannabis Cue-Reactivity Paradigm in Treatment-Seeking Adults With Cannabis Use Disorder. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2025; 10:522-530. [PMID: 39326740 PMCID: PMC11930849 DOI: 10.1016/j.bpsc.2024.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 08/21/2024] [Accepted: 09/10/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Functional magnetic resonance imaging studies examining cue reactivity in cannabis use disorder (CUD) either have had small sample sizes or have involved non-treatment-seeking participants. As a secondary analysis, we administered a functional magnetic resonance imaging cue-reactivity task to participants with CUD enrolled in 2 separate clinical trials (varenicline or repetitive transcranial magnetic stimulation) to determine the task activation patterns for treatment-seeking participants with CUD. We aimed to determine the activation patterns for the total sample and behavioral correlates. We additionally compared studies to determine if patterns were consistent. METHODS Treatment-seeking participants with moderate or severe CUD had behavioral craving measured at baseline using the Marijuana Craving Questionnaire-Short Form and completed a visual cannabis cue-reactivity task during functional magnetic resonance imaging (measuring the blood oxygen level-dependent response) following 24 hours of cannabis abstinence. RESULTS The sample included 65 participants (n = 37: varenicline trial; n = 28: repetitive transcranial magnetic stimulation trial; 32% female; mean age = 30.4 ± 9.9 years). When comparing cannabis images versus matched neutral images, participants showed greater blood oxygen level-dependent response in bilateral ventromedial-prefrontal, dorsolateral-prefrontal, anterior cingulate, and visual cortices as well as the striatum. There was stronger task-based functional connectivity between the medial prefrontal cortex and both the amygdala and the visual cortex. Craving negatively correlated with blood oxygen level-dependent response in the left ventral striatum (R2 = -0.32; p = .01) in the full sample. There were no significant differences in either activation or task-based functional connectivity between studies. CONCLUSIONS In 2 separate treatment-seeking groups with CUD, there was increased cannabis cue reactivity and task-based functional connectivity in regions related to executive function and reward processing. Cannabis craving was negatively associated with cue reactivity in the left ventral striatum.
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Affiliation(s)
- Gregory L Sahlem
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California.
| | - Logan T Dowdle
- Department of Radiology, University of Minnesota, Minneapolis, Minnesota
| | - Nathaniel L Baker
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Brian J Sherman
- Department of Psychiatry, Medical University of South Carolina, Charleston, South Carolina; Department of Psychology, The Citadel, Charleston, South Carolina
| | - Kevin M Gray
- Department of Psychiatry, Medical University of South Carolina, Charleston, South Carolina
| | - Aimee L McRae-Clark
- Department of Psychiatry, Medical University of South Carolina, Charleston, South Carolina; Ralph H. Johnson Department of Veterans Affairs Medical Center, Charleston, South Carolina
| | - Brett Froeliger
- Department of Psychiatry, University of Missouri, Columbia, Missouri; Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Lindsay M Squeglia
- Department of Psychiatry, Medical University of South Carolina, Charleston, South Carolina
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Hurzeler T, Logge W, Watt J, McGregor IS, Suraev A, Haber PS, Morley KC. Cannabidiol attenuates precuneus activation during appetitive cue exposure in individuals with alcohol use disorder. Eur Arch Psychiatry Clin Neurosci 2025:10.1007/s00406-025-01983-4. [PMID: 40102270 DOI: 10.1007/s00406-025-01983-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 02/12/2025] [Indexed: 03/20/2025]
Abstract
Alcohol use disorder (AUD) is a prevalent psychiatric condition characterised by problematic alcohol consumption and craving, necessitating the exploration of novel therapeutic interventions. Cannabidiol (CBD), a non-psychoactive component of cannabis, has shown potential in modulating neural processes associated with substance use disorders including AUD. This study aimed to investigate the effect of CBD on alcohol cue-induced activation of neurocircuitry associated with alcohol craving, and impact on mood, craving, and cognitive functioning in individuals with AUD. In a cross-over, double-blind, randomized trial, 22 non-treatment seeking individuals (M = 29 years) diagnosed with AUD (DSM-V) received either 800 mg of CBD or a matched placebo, completing two respective fMRI sessions. The primary outcome was neural activation in response to alcohol versus control visual cues, measured using a functional magnetic resonance imaging (fMRI) alcohol cue reactivity task. Secondary outcomes included assessments of mood, craving, and cognitive functioning. Region of interest analyses showed no differences in alcohol cue-elicited activation between the CBD and placebo conditions. However, exploratory whole-brain analysis indicated a significant treatment effect of CBD in the precuneus which was independent of cue specificity. There were no significant treatment effects of CBD compared to placebo on acute craving, mood, or cognitive functioning. In non treatment seeking individuals with AUD, CBD modulates precuneus activity during alcohol cue exposure. Further studies examining the effect of CBD on treatment-seeking AUD individuals are warranted.
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Affiliation(s)
- Tristan Hurzeler
- Specialty of Addiction Medicine, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Edith Collins Centre for Translational Research (Alcohol, Drugs & Toxicology), Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
| | - Warren Logge
- Specialty of Addiction Medicine, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Edith Collins Centre for Translational Research (Alcohol, Drugs & Toxicology), Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
| | - Joshua Watt
- Specialty of Addiction Medicine, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Edith Collins Centre for Translational Research (Alcohol, Drugs & Toxicology), Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
| | - I S McGregor
- Lambert Initiative for Cannabinoid Therapeutics, University of Sydney, Sydney, NSW, Australia
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Anastasia Suraev
- Lambert Initiative for Cannabinoid Therapeutics, University of Sydney, Sydney, NSW, Australia
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Paul S Haber
- Specialty of Addiction Medicine, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Edith Collins Centre for Translational Research (Alcohol, Drugs & Toxicology), Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
| | - Kirsten C Morley
- Specialty of Addiction Medicine, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia.
- Edith Collins Centre for Translational Research (Alcohol, Drugs & Toxicology), Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia.
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5
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Qiu L, Nho Y, Seilheimer RL, Kim MJ, Tufanoglu A, Williams N, Wexler A, David O, Millet B, Katherine SW, Pesaran B, Evins AE, Richardson M, Childress AR, Halpern CH. Localizing electrophysiologic cue-reactivity within the nucleus accumbens guides deep brain stimulation for opioid use disorder. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.12.30.630822. [PMID: 39803486 PMCID: PMC11722221 DOI: 10.1101/2024.12.30.630822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Substance use disorder (SUD) is a significant public health concern, with over 30% of the affected population not responding to available treatments. Severe SUD is characterized by drug-cue reactivity that has been reported to predict treatment-failure. We leveraged this pathophysiological feature to optimize deep brain stimulation (DBS) of the nucleus accumbens region (NAc) in an adult with SUD. A personalized drug cue-reactivity task was administered while recording NAc region electrophysiology from a lead externalized for clinical purposes. We identified a drug cue-evoked signal in the ventral NAc associated with intensification of opioid-related cravings, which attenuated subsequent to stimulation delivered to the same area. DBS was then programmed to engage this focal region, which resulted in sustained suppression of drug-related cravings. This finding heralds the potential for personalized strategies to optimize DBS for SUD.
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Farahbakhsh ZZ, Holleran KM, Sens JP, Fordahl SC, Mauterer MI, López AJ, Cuzon Carlson VC, Kiraly DD, Grant KA, Jones SR, Siciliano CA. Synchrony between midbrain gene transcription and dopamine terminal regulation is modulated by chronic alcohol drinking. Nat Commun 2025; 16:1944. [PMID: 39994195 PMCID: PMC11850823 DOI: 10.1038/s41467-025-56715-y] [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: 10/22/2023] [Accepted: 01/28/2025] [Indexed: 02/26/2025] Open
Abstract
Alcohol use disorder is marked by disrupted behavioral and emotional states which persist into abstinence. The enduring synaptic alterations that remain despite the absence of alcohol are of interest for interventions to prevent relapse. Here, 28 male rhesus macaques underwent over 20 months of alcohol drinking interspersed with three 30-day forced abstinence periods. After the last abstinence period, we paired direct sub-second dopamine monitoring via ex vivo voltammetry in nucleus accumbens core with RNA-sequencing of the ventral tegmental area. We found persistent augmentation of dopamine transporter function, kappa opioid receptor sensitivity, and putative dynorphin release - all inhibitory regulators which act to decrease extracellular dopamine. Surprisingly, though transcript expression was not altered, the relationship between gene expression and functional readouts of these encoded proteins was highly dynamic and altered by drinking history. These results outline the long-lasting synaptic impact of alcohol use and suggest that assessment of transcript-function relationships is critical for the rational design of precision therapeutics.
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Affiliation(s)
- Zahra Z Farahbakhsh
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Katherine M Holleran
- Wake Forest University School of Medicine, Department of Physiology and Pharmacology, Winston-Salem, NC, 27157, USA
| | - Jonathon P Sens
- Wake Forest University School of Medicine, Department of Physiology and Pharmacology, Winston-Salem, NC, 27157, USA
| | - Steve C Fordahl
- The University of North Carolina at Greensboro, The Department of Nutrition, Greensboro, NC, 27412, USA
| | - Madelyn I Mauterer
- Wake Forest University School of Medicine, Department of Physiology and Pharmacology, Winston-Salem, NC, 27157, USA
| | - Alberto J López
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Verginia C Cuzon Carlson
- Oregon National Primate Research Center, Oregon Health & Science University, Division of Neuroscience, Portland, OR, USA
| | - Drew D Kiraly
- Wake Forest University School of Medicine, Department of Physiology and Pharmacology, Winston-Salem, NC, 27157, USA
| | - Kathleen A Grant
- Oregon National Primate Research Center, Oregon Health & Science University, Division of Neuroscience, Portland, OR, USA
| | - Sara R Jones
- Wake Forest University School of Medicine, Department of Physiology and Pharmacology, Winston-Salem, NC, 27157, USA
| | - Cody A Siciliano
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA.
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Khan R, Turner A, Berk M, Walder K, Rossell S, Guerin AA, Kim JH. Genes, Cognition, and Their Interplay in Methamphetamine Use Disorder. Biomolecules 2025; 15:306. [PMID: 40001609 PMCID: PMC11852989 DOI: 10.3390/biom15020306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 02/09/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
Methamphetamine use disorder is a pressing global health issue, often accompanied by significant cognitive deficits that impair daily functioning and quality of life and complicate treatment. Emerging evidence highlights the potential role of genetic factors in methamphetamine use disorder, particularly in association with cognitive function. This review examines the key genetic and cognitive dimensions and their interplay in methamphetamine use disorder. There is converging evidence from several studies that genetic polymorphisms in BDNF, FAAH, SLC18A1, and SLC18A2 are associated with protection against or susceptibility to the disorder. In addition, people with methamphetamine use disorder consistently displayed impairments in cognitive flexibility and inhibitory control compared with people without the disorder. These cognitive domains were associated with reactivity to methamphetamine cues that were positively correlated with total years of methamphetamine use history. Emerging research also suggests that inhibitory control is negatively correlated with lower blood FAAH mRNA levels, while cognitive flexibility positively correlates with higher blood SLC18A2 mRNA levels, highlighting how genetic and cognitive dimensions interact in methamphetamine use disorder. We also include some future directions, emphasizing potential personalized therapeutic strategies that integrate genetic and cognitive insights. By drawing attention to the interplay between genes and cognition, we hope to advance our understanding of methamphetamine use disorder and inform the development of targeted interventions.
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Affiliation(s)
- Ramisha Khan
- IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, Geelong, VIC 3220, Australia; (R.K.); (A.T.); (M.B.); (K.W.)
| | - Alyna Turner
- IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, Geelong, VIC 3220, Australia; (R.K.); (A.T.); (M.B.); (K.W.)
| | - Michael Berk
- IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, Geelong, VIC 3220, Australia; (R.K.); (A.T.); (M.B.); (K.W.)
| | - Ken Walder
- IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, Geelong, VIC 3220, Australia; (R.K.); (A.T.); (M.B.); (K.W.)
| | - Susan Rossell
- Centre for Mental Health, Swinburne University of Technology, Melbourne, VIC 3122, Australia;
| | - Alexandre A. Guerin
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC 3010, Australia;
- Orygen, Melbourne, VIC 3052, Australia
| | - Jee Hyun Kim
- IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, Geelong, VIC 3220, Australia; (R.K.); (A.T.); (M.B.); (K.W.)
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8
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Girondini M, Pieri L, Gallace A. Comparing the effectiveness of virtual reality vs 2D display-based cue reactivity paradigms to induce nicotine-craving: a behavioral and psychophysiological study. Sci Rep 2025; 15:5944. [PMID: 39966540 PMCID: PMC11836303 DOI: 10.1038/s41598-024-82487-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 12/05/2024] [Indexed: 02/20/2025] Open
Abstract
Craving is a key symptom of nicotine addiction, driving the urge to seek cigarettes. It is often strongly influenced by social and environmental cues associated with the typical use of the substance. In both clinical and laboratory setting, craving can be experimentally triggered using cue reactivity paradigms, where nicotine-related cues are presented to evoke, and then assess, the desire to smoke. In the last few years, virtual reality (VR) has begun to attract a lot of interest in recreating realistic simulations to investigate craving through cue-reactivity exposure. However, a direct comparison between VR and non-immersive devices (e.g. 2D images presented using monitor) regarding their effectiveness in triggering cravings is still missing. In this study, we investigated differences in craving responses by comparing immersive and non-immersive nicotine-related cue-reactivity paradigms. A group of smokers (N = 23, F = 15, Mage = 23.2y.o.) and non-smokers (N = 22, F = 13, Mage = 23.7y.o.) participated in two sessions of cue reactivity exposure, featuring neutral and smoking-related scenarios presented through VR (immersive) and 2D display images (non-immersive). Each session included recording of physiological activity (skin conductance level), self-reported cigarette craving, and an assessment of the overall quality of the experience. Results showed that smokers experienced increase in cigarette cravings after exposure to nicotine-related cues compared to neutral scenarios. Moreover, self-report craving was higher after the VR cue reactivity compared to the 2D modality. A positive relationship between scores in the nicotine dependence questionnaire and self-report craving during VR cue-reactivity session was found, but not for the non-immersive session. Regarding physiological responses, smokers exhibited significantly higher skin conductance levels compared to non-smokers during the VR cue reactivity session. In contrast, no significant differences between the two groups were observed during the 2D display exposures. Participants evaluated the VR paradigm as more realistic tool to recreate credible simulations of real-life situations, and a positive correlation between self-reported craving and vividness of experience was found in the smokers' cohort. The present study provides further elements supporting the use of VR in the cue-reactivity paradigm for craving assessment, compared to non-immersive devices. Future studies will aim to confirm the effectiveness of VR as a better tool in assessing craving during clinical treatment.
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Affiliation(s)
- Matteo Girondini
- Mind and Behavior Technological Center, University of Milano-Bicocca, Milan, Italy.
- Department of Psychology, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo, 1, 20126, Milan, Italy.
| | - Luca Pieri
- Mind and Behavior Technological Center, University of Milano-Bicocca, Milan, Italy
- Department of Psychology, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo, 1, 20126, Milan, Italy
| | - Alberto Gallace
- Mind and Behavior Technological Center, University of Milano-Bicocca, Milan, Italy
- Department of Psychology, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo, 1, 20126, Milan, Italy
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Siemsen BM, Franco D, Lobo MK. Corticostriatal contributions to dysregulated motivated behaviors in stress, depression, and substance use disorders. Neurosci Res 2025; 211:37-48. [PMID: 36565858 DOI: 10.1016/j.neures.2022.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 12/05/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022]
Abstract
Coordinated network activity, particularly in circuits arising from the prefrontal cortex innervating the ventral striatum, is crucial for normal processing of reward-related information which is perturbed in several psychiatric disorders characterized by dysregulated reward-related behaviors. Stress-induced depression and substance use disorders (SUDs) both share this common underlying pathology, manifested as deficits in perceived reward in depression, and increased attribution of positive valence to drug-predictive stimuli and dysfunctional cognition in SUDs. Here we review preclinical and clinical data that support dysregulation of motivated and reward-related behaviors as a core phenotype shared between these two disorders. We posit that altered processing of reward-related stimuli arises from dysregulated control of subcortical circuits by upstream regions implicated in executive control. Although multiple circuits are directly involved in reward processing, here we focus specifically on the role of corticostriatal circuit dysregulation. Moreover, we highlight the growing body of evidence indicating that such abnormalities may be due to heightened neuroimmune signaling by microglia, and that targeting the neuroimmune system may be a viable approach to treating this shared symptom.
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Affiliation(s)
| | - Daniela Franco
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Mary Kay Lobo
- University of Maryland School of Medicine, Baltimore, MD, USA.
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Logge WB, Haber PS, Hurzeler T, Gallagher H, Kranzler H, Morley KC. Neural cue reactivity and intrinsic functional connectivity in individuals with alcohol use disorder following treatment with topiramate or naltrexone. Psychopharmacology (Berl) 2025:10.1007/s00213-025-06745-7. [PMID: 39853353 DOI: 10.1007/s00213-025-06745-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 01/10/2025] [Indexed: 01/26/2025]
Abstract
RATIONALE Both topiramate and naltrexone have been shown to affect neural alcohol cue reactivity in alcohol use disorder (AUD). However, their comparative effects on alcohol cue reactivity are unknown. Moreover, while naltrexone has been found to normalize hyperactive localized network connectivity implicated in AUD, no studies have examined the effect of topiramate on intrinsic functional connectivity or compared functional connectivity between these two widely used medications. OBJECTIVE This study compared topiramate versus naltrexone on alcohol cue-elicited brain activation and intrinsic functional connectivity in patients with alcohol use disorder. METHODS Forty-seven participants with alcohol use disorder received daily topiramate (titrating the dose up to 200 mg/day n = 21) or naltrexone (50 mg/day, n = 26) for at least 6 weeks. Using functional magnetic resonance imaging (fMRI), we examined intrinsic functional connectivity during rest and alcohol cue-elicited neural activation during a visual alcohol cue reactivity task 120 min following treatment administration. Functional connectivity and alcohol cue reactivity and percentage of heavy drinking days (% HDD) associations were assessed. RESULTS No differences in either intrinsic functional connectivity or alcohol cue-elicited neural activity were seen between topiramate and naltrexone-treated groups. Overall, participants showed increased alcohol cue-elicited activation in three clusters spanning occipital regions involved in visual recognition of stimuli, and hypoactivation to both alcohol and control cues in three clusters involved in salience attribution and processing of emotional valence of external stimuli. No differences between topiramate versus naltrexone were observed for either functional measure or associations with post-scan % HDD. CONCLUSIONS Topiramate and naltrexone enacted comparable alcohol cue reactivity and intrinsic functional connectivity patterns. Some overall responses of increased brain activation to alcohol cues in visual processing regions coupled with reduced activation to alcohol and control cues were evidenced for both treatments. These activation patterns were in regions expected to show attenuation of brain activity resulting from treatment. Topiramate and naltrexone may thus enact functional effects through similar modulation of functional neural activity in individuals with AUD. TRIAL REGISTRATION ClinicalTrials.gov, NCT03479086 https://www. CLINICALTRIALS gov/study/NCT03479086 .
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Affiliation(s)
- Warren B Logge
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia.
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia.
- Specialty of Addiction Medicine, Lv 6, King George V Building 83-117 Missenden Rd, Camperdown, NSW, 2050, Australia.
| | - Paul S Haber
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
- Drug Health Services, Sydney Local Health District, Sydney, NSW, Australia
| | - Tristan Hurzeler
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Hugh Gallagher
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Henry Kranzler
- Center for Studies of Addiction, Perelman School of Medicine, Education, and Clinical Center, University of Pennsylvania and Mental Illness Research, Crescenz VAMC, Philadelphia, PA, USA
| | - Kirsten C Morley
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
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11
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Wong BL, Kim B, Singh MK, Kim JP, McRae-Clark AL, Sahlem GL. A Secondary Analysis Suggests That Repetitive Transcranial Magnetic Stimulation Applied to the Left Dorsolateral Prefrontal Cortex Reduces Cue-Induced-Craving in Treatment Seeking Participants with Cannabis Use Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.16.25320690. [PMID: 39867364 PMCID: PMC11759242 DOI: 10.1101/2025.01.16.25320690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Background Studies across multiple addictions have suggested that repetitive transcranial magnetic stimulation (rTMS) applied to the left dorsolateral prefrontal cortex (L-DLPFC) reduces cue-induced-craving (CIC), however there are no studies in treatment seeking participants with cannabis use disorder (CUD). In this secondary analysis of a previously completed trial, we explore whether a multi-session course of rTMS reduces CIC in CUD. Methods Seventy-one participants with ≥moderate CUD (age=30.2±9.9;37.5% female) were randomized to twenty sessions of active or sham rTMS applied to the left DLPFC (20-sessions, Beam-F3; 10Hz) in a two-site, double-blind, sham-controlled, phase-2 trial where they also received motivational enhancement therapy. Participants rated their craving for cannabis via the short-form of the marijuana craving questionnaire (MCQ-SF) before and after a neutral and cannabis-cue presentation. Participants underwent assessment before (immediate-pre), after (immediate-post), and two-, and four- weeks following the course of rTMS. Results The MCQ-SF scores increased following the presentation of cannabis cues relative to neutral cues at the immediate-pre timepoint in both treatment groups (p<0.0001). Following study treatment, the percent increase in MCQ-SF following cues diverged between the active and sham groups with significantly reduced CIC in the active group at the two-week post time-point (5.8±7.1% sham group, 0.91±4.1% active group; p=0.02). Between-group effect sizes (Cohen's d) were 0.24, 0.89, and 0.67 at the immediate-post, 2-week, and 4-week follow-up periods respectively. Conclusions L-DLPFC applied rTMS may reduce CIC in treatment seeking participants with CUD.
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Affiliation(s)
- Brendan L. Wong
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Bohye Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Manpreet K. Singh
- Department of Psychiatry and Behavioral Sciences, University of California Davis, Sacramento, California, USA
| | - Jane P. Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Aimee L. McRae-Clark
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, South Carolina, USA
| | - Gregory L. Sahlem
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, USA
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12
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Logge WB, Haber PS, Hurzeler TP, Towers EE, Morley KC. The effects of N-acetyl cysteine on intrinsic functional connectivity and neural alcohol cue reactivity in treatment-seeking individuals with alcohol use disorder: a preliminary study. Psychopharmacology (Berl) 2025; 242:149-160. [PMID: 39102049 PMCID: PMC11742866 DOI: 10.1007/s00213-024-06656-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 07/23/2024] [Indexed: 08/06/2024]
Abstract
N-acetyl cysteine (NAC) is a potential pharmacotherapy for alcohol use disorder (AUD), but it is not known whether it modulates neural activation to alcohol cues or intrinsic functional connectivity. We investigated whether NAC attenuates (i) alcohol cue-elicited activation, and (ii) intrinsic functional connectivity compared to placebo in patients with AUD. In this preliminary study, twenty-three individuals (7 females) with moderate-severe AUD received daily NAC (2400 mg/day, n = 9), or a placebo (n = 14) for at least 2 weeks. Participants completed a pre-treatment functional magnetic resonance imaging session (T0) and a post-treatment session (T1) comprising resting-state and visual alcohol cue reactivity task acquisitions. Activation differences between sessions, treatment, and session-by-treatment interaction were assessed. Resting-state functional connectivity examined using 377 node ROI-to-ROIs evaluated whether NAC reduced intrinsic functional connectivity after treatment. There were no differences in alcohol cue reactivity for brain activation or subjective craving between NAC and placebo during treatment or across sessions, or significant interaction. A significant treatment-by-time interaction, with reduced intrinsic connectivity was observed after treatment (T1) for NAC-treated compared to placebo-treated patients in the posterior cingulate node (9, left hemisphere) of the dorsal attentional network and connections to salience, ventral-attentional, somatosensory, and visual-peripheral networks implicated in AUD. NAC reduced intrinsic functional connectivity in patients with moderate-severe AUD after treatment compared to placebo, but did not attenuate alcohol cue-elicited activation. However, the absence of cue reactivity findings may result from low power, rather than the absence of cue reactivity findings associated with NAC. These results provide preliminary evidence that NAC treatment may modulate intrinsic functional connectivity brain activation in patients with alcohol use disorder, but replication in larger studies are required to determine the strength of this effect and any associations with clinical outcomes. Clinical Trials Registration: ClinicalTrials.gov Identifier: NCT03879759.
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Affiliation(s)
- Warren B Logge
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, Australia.
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.
- Discipline of Addiction Medicine, Lv 6, King George V Building 83-117 Missenden Rd, Camperdown, NSW, 2050, Australia.
| | - Paul S Haber
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
- Drug Health Services, Sydney Local Health District, Camperdown, NSW, Australia
| | - Tristan P Hurzeler
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Ellen E Towers
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Kirsten C Morley
- Edith Collins Centre for Translational Research in Alcohol, Drugs and Toxicology, Royal Prince Alfred Hospital, Sydney Local Health District, Camperdown, NSW, Australia
- Specialty of Addiction Medicine, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
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Soleimani G, Conelea CA, Kuplicki R, Opitz A, Lim KO, Paulus MP, Ekhtiari H. Targeting VMPFC-amygdala circuit with TMS in substance use disorder: A mechanistic framework. Addict Biol 2025; 30:e70011. [PMID: 39783881 PMCID: PMC11714170 DOI: 10.1111/adb.70011] [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: 06/17/2024] [Revised: 10/04/2024] [Accepted: 11/15/2024] [Indexed: 01/12/2025]
Abstract
The ventromedial prefrontal cortex (VMPFC), located along the medial aspect of the frontal area, plays a critical role in regulating arousal/emotions. Its intricate connections with subcortical structures, including the striatum and amygdala, highlight the VMPFC's importance in the neurocircuitry of addiction. Due to these features, the VMPFC is considered a promising target for transcranial magnetic stimulation (TMS) in substance use disorders (SUD). By the end of 2023, all 21 studies targeting VMPFC for SUD used anatomical landmarks (e.g., Fp1/Fp2 in the EEG system) to define coil location with a fixed orientation. Nevertheless, one-size-fits-all TMS over VMPFC has yielded variable outcomes. Here, we suggested a pipeline based on a tailored TMS targeting framework aimed at optimally modulating the VMPFC-amygdala circuit on an individual basis. We collected MRI data from 60 participants with methamphetamine use disorders (MUDs). We examined the variability in TMS target location based on task-based functional connectivity between VMPFC and amygdala using psychophysiological interaction (PPI) analysis. Electric fields (EF) were calculated for fixed vs. optimized location (Fp1/Fp2 vs. individualized maximal PPI), orientation (AF7/AF8 vs. optimized algorithm) and intensity (constant vs. adjusted) to maximize target engagement. In our pipeline, the left medial amygdala, identified as the brain region with the highest (0.31 ± 0.29) fMRI drug cue reactivity, was selected as the subcortical seed region. The voxel with the most positive amygdala-VMPFC PPI connectivity in each participant was considered the individualized TMS target (MNI-coordinates: [12.6, 64.23, -0.8] ± [13.64, 3.50, 11.01]). This individualized VMPFC-amygdala connectivity significantly correlated with VAS craving after cue exposure (R = 0.27, p = 0.03). Coil orientation was optimized to increase EF strength over the targeted circuit (0.99 ± 0.21 V/m vs. the fixed approach: Fp1: 0.56 ± 0.22 and Fp2: 0.78 ± 0.25 V/m) and TMS intensity was harmonized across the population. This study highlights the potential of an individualized VMPFC targeting framework to enhance treatment outcomes for addiction, specifically modulating the personalized VMPFC-amygdala circuit.
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Affiliation(s)
- Ghazaleh Soleimani
- Department of Psychiatry and Behavioral SciencesUniversity of MinnesotaMinneapolisMinnesotaUSA
- Department of Biomedical EngineeringUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Christine A. Conelea
- Department of Psychiatry and Behavioral SciencesUniversity of MinnesotaMinneapolisMinnesotaUSA
| | | | - Alexander Opitz
- Department of Biomedical EngineeringUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Kelvin O. Lim
- Department of Psychiatry and Behavioral SciencesUniversity of MinnesotaMinneapolisMinnesotaUSA
| | | | - Hamed Ekhtiari
- Department of Psychiatry and Behavioral SciencesUniversity of MinnesotaMinneapolisMinnesotaUSA
- Laureate Institute for Brain Research (LIBR)OklahomaUSA
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McCalley DM, Kinney KR, Kaur N, Wolf JP, Contreras IE, Smith JP, Book SW, Hanlon CA. A Randomized Controlled Trial of Medial Prefrontal Cortex Theta Burst Stimulation for Cocaine Use Disorder: A Three-Month Feasibility and Brain Target-Engagement Study. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024:S2451-9022(24)00376-8. [PMID: 39667495 DOI: 10.1016/j.bpsc.2024.11.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 11/25/2024] [Accepted: 11/27/2024] [Indexed: 12/14/2024]
Abstract
BACKGROUND Cue-induced craving precipitates relapse in drug and alcohol use disorders. Theta burst stimulation (TBS) to the left frontal pole of the medial prefrontal cortex (MPFC) has previously been shown to reduce drinking and brain reactivity to alcohol cues. This randomized, double-blind, sham-controlled target-engagement study aimed to assess whether TBS has similar effects in individuals with cocaine use disorder (CUD). METHODS Thirty-three participants in intensive outpatient treatment received either real or sham TBS over 10 sessions across 3 weeks (36,000 pulses total; continuous TBS, 110% resting motor threshold, 3600 pulses/session). TBS was administered on days of behavioral counseling. Twenty-five individuals completed all 10 TBS sessions. Brain reactivity to cocaine cues was measured using fMRI at baseline, 1-month, 2-months, and 3-months. RESULTS Cocaine abstinence during the 3-month follow-up period was greater in the real TBS group (1-month: 92.0%, 2-month: 100.0%, 3-month: 85.0%) compared to sham (1-month: 66.6%, 2-month: 66.6%, 3-month: 66.6%), though not statistically significant [1-month: 6.00, p=0.14; 2-month OR=:14.30, p=0.09, and 3-month OR=2.75, p=0.30]. However, there was a significant effect on cocaine cue reactivity (treatment effect: F1,365= 8.92, p=0.003; time*treatment interaction: F3,365=12.88, p<0.001). Real TBS reduced cocaine cue reactivity in the MPFC (F3,72=5.46, p=0.02) overall, and in the anterior cingulate (F3,72=3.03, p=0.04), and insula (F3,72=3.60, p=0.02). CONCLUSIONS This early-stage trial demonstrates TBS to the MPFC reduces brain reactivity to cocaine cues in key nodes of the Salience Network in treatment-seeking cocaine users. Future, well-powered trials are warranted to evaluate clinical efficacy outcomes.
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Affiliation(s)
- Daniel M McCalley
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC; Department of Neurosciences, Medical University of South Carolina, Charleston, SC
| | - Kaitlin R Kinney
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Navneet Kaur
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Julia P Wolf
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC; Department of Neurosciences, Medical University of South Carolina, Charleston, SC
| | - Ingrid E Contreras
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC; Department of Neurosciences, Medical University of South Carolina, Charleston, SC
| | - Joshua P Smith
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC; Department of Neurosciences, Medical University of South Carolina, Charleston, SC
| | - Sarah W Book
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC; Department of Neurosciences, Medical University of South Carolina, Charleston, SC
| | - Colleen A Hanlon
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC; Department of Neurosciences, Medical University of South Carolina, Charleston, SC; Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC; Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC
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15
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Kroon E, Kuhns L, Cousijn J, Filbey F. Cannabis cue-reactivity in cannabis use disorder: Diverging evidence in two distinct cannabis cultures. J Psychiatr Res 2024; 179:341-350. [PMID: 39357397 DOI: 10.1016/j.jpsychires.2024.09.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 09/09/2024] [Accepted: 09/21/2024] [Indexed: 10/04/2024]
Abstract
BACKGROUND Cannabis policies and attitudes play a role in the development and presentation of cannabis use disorder (CUD), but it is unclear how these factors are related to biomarkers of addiction. The current study examined cross-cultural differences in cannabis attitudes, cannabis cue-reactivity in the brain and its associations with cannabis use measures and cannabis attitudes. DESIGN Cross-sectional fMRI study. SETTING The Netherlands (NL) and Texas (TX), USA. PARTICIPANTS 104 cannabis users with CUD (44% female; NL-CUD = 54, TX-CUD = 50) and 83 non-using controls (52% female; NL-CON = 50, TX-CON = 33). MEASUREMENTS Self-reported positive (perceived benefits) and negative (perceived harms) cannabis attitudes and tactile cannabis cue-reactivity assessed using a 3T MRI scanner. FINDINGS While the CUD group overall was more positive and less negative about cannabis and reported higher craving, the TX-CUD group reported significantly more positive and less negative attitudes and less craving than the NL-CUD group. Cannabis cue-reactivity was observed in the CUD group in clusters including the precuneus, lateral occipital cortex, frontal medial cortex, nucleus accumbens, and thalamus. In the TX-CUD group, a positive association was observed between symptom severity and cue-induced craving and cannabis cue-reactivity in precuneus and occipital cortex clusters, while a negative association was observed in the NL-CUD group. In these clusters, individuals with more positive attitudes exhibited a positive association between craving and cue-reactivity and those with less positive attitudes exhibited a negative association. No associations with quantity of use were observed. CONCLUSIONS Cue-induced craving might be deferentially associated with cannabis cue-reactivity across distinct cannabis use environments.
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Affiliation(s)
- Emese Kroon
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, Education & Child Studies, Erasmus University Rotterdam, the Netherlands.
| | - Lauren Kuhns
- Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| | - Janna Cousijn
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, Education & Child Studies, Erasmus University Rotterdam, the Netherlands
| | - Francesca Filbey
- Center for BrainHealth, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
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16
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Rodrigues RPS, Sousa SS, López-Caneda E, Almeida-Antunes N, González‑Villar AJ, Sampaio A, Crego A. Associative memory in alcohol-related contexts: An fMRI study with young binge drinkers. J Psychopharmacol 2024; 38:972-985. [PMID: 39373255 PMCID: PMC11528936 DOI: 10.1177/02698811241282624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
BACKGROUND Alcohol-related cues are known to influence craving levels, a hallmark of alcohol misuse. Binge drinking (BD), a pattern of heavy alcohol use, has been associated with cognitive and neurofunctional alterations, including alcohol attentional bias, memory impairments, as well as disrupted activity in prefrontal- and reward-related regions. However, literature is yet to explore how memories associated with alcohol-related cues are processed by BDs, and how the recall of this information may influence their reward processing. AIMS The present functional magnetic resonance imaging (fMRI) study aimed to investigate the neurofunctional signatures of BD during an associative memory task. METHOD In all, 36 university students, 20 BDs and 16 alcohol abstainers, were asked to memorize neutral objects paired with either alcohol or non-alcohol-related contexts. Subsequently, neutral stimuli were presented, and participants were asked to classify them as being previously paired with alcohol- or non-alcohol-related contexts. RESULTS While behavioral performance was similar in both groups, during the recall of alcohol-related cues, BDs showed increased brain activation in two clusters including the thalamus, globus pallidus and dorsal striatum, and cerebellum and occipital fusiform gyrus, respectively. CONCLUSION These findings suggest that BDs display augmented brain activity in areas responsible for mental imagery and reward processing when trying to recall alcohol-related cues, which might ultimately contribute to alcohol craving, even without being directly exposed to an alcohol-related context. These results highlight the importance of considering how alcohol-related contexts may influence alcohol-seeking behavior and, consequently, the maintenance or increase in alcohol use.
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Tyler RE, Bluitt MN, Van Voorhies KJ, Liu W, Magee SN, Pitrolo ER, Cordero VL, Ornelas LC, Krieman CG, Bender BN, Mosera AM, Besheer J. The persistent effects of predator odor stressor enhance interoceptive sensitivity to alcohol through GABA A receptor adaptations in the prelimbic cortex in male, but not female rats. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.30.621141. [PMID: 39554092 PMCID: PMC11565848 DOI: 10.1101/2024.10.30.621141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Background Traumatic stress is associated with high rates of problematic alcohol use, but how the persistent effects of trauma impact sensitivity to alcohol remain unknown. This study examined the persistent effects of traumatic stress exposure on sensitivity to alcohol and underlying neurobiological mechanisms in rats. Methods Male (N=98) and female (N=98) Long-Evans rats were exposed to the predator odor TMT, and two weeks later, molecular, neuronal, and behavioral sensitivity to alcohol were assessed. Next, rats were trained to discriminate alcohol from water (male N=70; female N=56), and the impact of TMT on interoceptive sensitivity to alcohol and the alcohol-like effects of systemic GABAA receptor activation were evaluated. Lastly, functional involvement of GABAA and NMDA receptors in the prelimbic cortex (PrL) and the anterior insular cortex (aIC) was investigated. Results TMT exposure sex-dependently altered PrL Gabra1, and elevated aIC Grin2b and Grin2c in males. TMT increased PrL c-Fos in males, which was attenuated by alcohol administration. Alcohol-induced locomotor and startle response effects were attenuated in the TMT group in both sexes. TMT exposure potentiated interoceptive sensitivity to alcohol in males but not in females, and this effect was driven by GABAA receptors in the PrL. Greater stress reactivity during TMT exposure was associated with higher interoceptive sensitivity to alcohol, and alcohol exposure history was linked to a heightened stress response to TMT in males. Conclusions Traumatic stress increased interoceptive sensitivity to alcohol in males, but not females, through PrL GABAA receptor adaptations, potentially enhancing the stimulatory, and by extension the rewarding, effects of alcohol.
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Affiliation(s)
- Ryan E. Tyler
- Neuroscience Curriculum, School of Medicine, University of North Carolina – Chapel Hill, Chapel Hill, NC
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Maya N. Bluitt
- Neuroscience Curriculum, School of Medicine, University of North Carolina – Chapel Hill, Chapel Hill, NC
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Kalynn J. Van Voorhies
- Neuroscience Curriculum, School of Medicine, University of North Carolina – Chapel Hill, Chapel Hill, NC
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Wen Liu
- Neuroscience Curriculum, School of Medicine, University of North Carolina – Chapel Hill, Chapel Hill, NC
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Sarah N. Magee
- Neuroscience Curriculum, School of Medicine, University of North Carolina – Chapel Hill, Chapel Hill, NC
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Elisabeth R. Pitrolo
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Victoria L. Cordero
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Laura C. Ornelas
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Caroline G. Krieman
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Brooke N. Bender
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Alejandro M. Mosera
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Joyce Besheer
- Neuroscience Curriculum, School of Medicine, University of North Carolina – Chapel Hill, Chapel Hill, NC
- Bowles Center for Alcohol Studies, School of Medicine, University of North Carolina, Chapel Hill, NC
- Department of Psychiatry, School of Medicine, University of North Carolina, Chapel Hill, NC
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Murphy E, Poudel G, Ganesan S, Suo C, Manning V, Beyer E, Clemente A, Moffat BA, Zalesky A, Lorenzetti V. Real-time fMRI-based neurofeedback to restore brain function in substance use disorders: A systematic review of the literature. Neurosci Biobehav Rev 2024; 165:105865. [PMID: 39197715 DOI: 10.1016/j.neubiorev.2024.105865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 08/16/2024] [Accepted: 08/25/2024] [Indexed: 09/01/2024]
Abstract
INTRODUCTION Real-time functional magnetic resonance based-neurofeedback (fMRI-neurofeedback) is a neuromodulation tool where individuals self-modulate brain function based on real-time feedback of their brain activity. fMRI-neurofeedback has been used to target brain dysfunction in substance use disorders (SUDs) and to reduce craving, but a systematic synthesis of up-to-date literature is lacking. METHOD Following PRISMA guidelines, we conducted a systematic review of all the literature that examined the effects of fMRI-neurofeedback on individuals with regular psychoactive substance use (PROSPERO pre-registration = CRD42023401137). RESULTS The literature included 16 studies comprising 446 participants with SUDs involving alcohol, tobacco, and cocaine. There is consistent between-condition (e.g., fMRI-neurofeedback versus control), less consistent pre-to-post fMRI-neurofeedback, and little intervention-by-time effects on brain function in prefrontal-striatal regions and craving. CONCLUSION The evidence for changes in brain function/craving was early and inconsistent. More rigorous experiments including repeated measure designs with placebo control conditions, are required to confirm the efficacy of fMRI-neurofeedback in reducing brain alterations and craving in SUDs.
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Affiliation(s)
- Ethan Murphy
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral and Health Sciences, Faculty of Health, Australian Catholic University, Australia
| | - Govinda Poudel
- Mary MacKillop Institute for Health Research, Australian Catholic University, Australia
| | - Saampras Ganesan
- Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Australia; Department of Biomedical Engineering, The University of Melbourne, Australia; Contemplative Studies Centre, Melbourne School of Psychological Sciences, The University of Melbourne, Australia
| | - Chao Suo
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral and Health Sciences, Faculty of Health, Australian Catholic University, Australia; BrainPark, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia
| | - Victoria Manning
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Clayton, Australia; Turning Point, Eastern Health, Melbourne, Victoria, Australia
| | - Emillie Beyer
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral and Health Sciences, Faculty of Health, Australian Catholic University, Australia
| | - Adam Clemente
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral and Health Sciences, Faculty of Health, Australian Catholic University, Australia
| | - Bradford A Moffat
- Melbourne Brain Centre Imaging Unit, Department of Radiology, The University of Melbourne, Australia
| | - Andrew Zalesky
- Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Australia; Department of Biomedical Engineering, The University of Melbourne, Australia
| | - Valentina Lorenzetti
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral and Health Sciences, Faculty of Health, Australian Catholic University, Australia.
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Mellick W, McTeague L, Hix S, Anton R, Prisciandaro JJ. Blunted reward-related activation to food scenes distinguishes individuals with alcohol use disorder in a pilot case-control fMRI pilot study. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:1866-1875. [PMID: 39312084 PMCID: PMC11492229 DOI: 10.1111/acer.15419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 06/17/2024] [Accepted: 07/24/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Alcohol use disorder (AUD) is thought to bias the neurocircuitry underlying reward processing and motivation to preferentially attend to conditioned alcohol cues over natural rewards. The present case-control pilot study evaluated this hypothesis using novel natural reward paradigms. METHODS Twenty-eight participants (AUD, n = 14, light drinkers, n = 14) were recruited-AUD participants reported 44.0% heavy drinking days (%HDD) and 4.67 drinks/day over the preceding 90 days. Functional magnetic resonance imaging (fMRI) data were acquired during the administration of three separate picture-viewing paradigms of alcohol cues, food scenes, and social reward, respectively. Independent samples t-tests were performed to compare groups' fMRI data and exploratory correlation analyses were performed to examine associations with clinical characteristics of AUD. RESULTS Food scenes elicited abnormally low reward-related activation, within the superior frontal gyrus and caudate bilaterally, among AUD participants. Lower activation to food scenes within the superior frontal gyrus was, in turn, associated with higher levels of past-month %HDD among AUD participants, specifically, along with craving and alcohol dependence severity when examined across the full sample. Contrasting reward types (e.g., alcohol cues vs. food scenes) did not reveal "preferential" activation to differentiate groups. CONCLUSIONS Heavy drinking appears associated with reduced responsivity to natural rewards, specifically food rather than social cues. Neural mechanisms underlying the high prevalence of malnutrition among individuals with AUD may involve some combination of blunted approach-related affect and reduced craving-related motivation to eat when food is present, resulting in limited engagement of cortico-striato-thalamic motor circuitry supporting food acquisition. However, given the preliminary nature of this pilot study, such formulations remain tentative until larger follow-up studies can be conducted. From a potential translational standpoint, the ability of promising therapeutics to demonstrate increased responsivity to natural rewards, specifically nutritive reward may serve as a valuable complementary efficacy indicator for future clinical neuroimaging trials in AUD.
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Affiliation(s)
- William Mellick
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lisa McTeague
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Ralph H. Johnson VA Medical Center, Charleston, South Carolina, USA
| | - Sara Hix
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Raymond Anton
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - James J. Prisciandaro
- Addiction Sciences Division, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
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20
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Lenoir M, Engeln M, Navailles S, Girardeau P, Ahmed SH. A large-scale c-Fos brain mapping study on extinction of cocaine-primed reinstatement. Neuropsychopharmacology 2024; 49:1459-1467. [PMID: 38664549 PMCID: PMC11251268 DOI: 10.1038/s41386-024-01867-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 03/29/2024] [Accepted: 04/11/2024] [Indexed: 07/17/2024]
Abstract
Individuals with cocaine addiction can experience many craving episodes and subsequent relapses, which represents the main obstacle to recovery. Craving is often favored when abstinent individuals ingest a small dose of cocaine, encounter cues associated with drug use or are exposed to stressors. Using a cocaine-primed reinstatement model in rat, we recently showed that cocaine-conditioned interoceptive cues can be extinguished with repeated cocaine priming in the absence of drug reinforcement, a phenomenon we called extinction of cocaine priming. Here, we applied a large-scale c-Fos brain mapping approach following extinction of cocaine priming in male rats to identify brain regions implicated in processing the conditioned interoceptive stimuli of cocaine priming. We found that cocaine-primed reinstatement is associated with increased c-Fos expression in key brain regions (e.g., dorsal and ventral striatum, several prefrontal areas and insular cortex), while its extinction mostly disengages them. Moreover, while reinstatement behavior was correlated with insular and accumbal activation, extinction of cocaine priming implicated parts of the ventral pallidum, the mediodorsal thalamus and the median raphe. These brain patterns of activation and inhibition suggest that after repeated priming, interoceptive signals lose their conditioned discriminative properties and that action-outcome associations systems are mobilized in search for new contingencies, a brain state that may predispose to rapid relapse.
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Affiliation(s)
- Magalie Lenoir
- Univ. Bordeaux, CNRS, INCIA, UMR 5287, F-33000, Bordeaux, France.
| | - Michel Engeln
- Univ. Bordeaux, CNRS, INCIA, UMR 5287, F-33000, Bordeaux, France.
| | | | - Paul Girardeau
- Univ. Bordeaux, UFR des Sciences Odontologiques, Bordeaux, France
| | - Serge H Ahmed
- Univ. Bordeaux, CNRS, INCIA, UMR 5287, F-33000, Bordeaux, France
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21
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Fujimoto Y, Fujino J, Matsuyoshi D, Jitoku D, Kobayashi N, Qian C, Okuzumi S, Tei S, Tamura T, Ueno T, Yamada M, Takahashi H. Neural responses to gaming content on social media in young adults. Behav Brain Res 2024; 467:115004. [PMID: 38631660 DOI: 10.1016/j.bbr.2024.115004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/15/2024] [Accepted: 04/15/2024] [Indexed: 04/19/2024]
Abstract
Excessive gaming can impair both mental and physical health, drawing widespread public and clinical attention, especially among young generations. People are now more exposed to gaming-related content on social media than before, and this exposure may have a significant impact on their behavior. However, the neural mechanisms underlying this effect remain unexplored. Using functional magnetic resonance imaging (fMRI), this study aimed to investigate the neural activity induced by gaming-related content on social media among young adults casually playing online games. While being assessed by fMRI, the participants watched gaming-related videos and neutral (nongaming) videos on social media. The gaming-related cues significantly activated several brain areas, including the medial prefrontal cortex, posterior cingulate cortex, hippocampus, thalamus, superior/middle temporal gyrus, precuneus and occipital regions, compared with the neutral cues. Additionally, the participants' gaming desire levels positively correlated with a gaming-related cue-induced activation in the left orbitofrontal cortex and the right superior temporal gyrus. These findings extend previous studies on gaming cues and provide useful information to elucidate the effects of gaming-related content on social media in young adults. Continued research using real-world gaming cues may help improve our understanding of promoting gaming habits and provide support to individuals vulnerable to gaming addiction.
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Affiliation(s)
- Yuka Fujimoto
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan; Institute for Quantum Life Science, National Institutes for Quantum Science and Technology, Chiba, Japan; Department of Psychiatry, Nara Medical University, Nara, Japan
| | - Junya Fujino
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan; Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan.
| | - Daisuke Matsuyoshi
- Institute for Quantum Life Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Daisuke Jitoku
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Nanase Kobayashi
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Chenyu Qian
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shoko Okuzumi
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shisei Tei
- Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan; Department of Psychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Institute of Applied Brain Sciences, Waseda University, Saitama, Japan; School of Human and Social Sciences, Tokyo International University, Saitama, Japan
| | - Takehiro Tamura
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takefumi Ueno
- Division of Clinical Research, National Hospital Organization, Hizen Psychiatric Medical Center, Saga, Japan
| | - Makiko Yamada
- Institute for Quantum Life Science, National Institutes for Quantum Science and Technology, Chiba, Japan; Department of Functional Brain Imaging, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Hidehiko Takahashi
- Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan; Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan; Center for Brain Integration Research, Tokyo Medical and Dental University, Tokyo, Japan
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22
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Dejoie JM, Senia N, Konova A, Smith D, Fareri D. Common and Distinct Drug Cue Reactivity Patterns Associated with Cocaine and Heroin: An fMRI Meta-Analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.10.19.23297268. [PMID: 37905133 PMCID: PMC10615011 DOI: 10.1101/2023.10.19.23297268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Substance use and substance use disorders represent ongoing major public health crises. Specifically, the use of substances such as cocaine and heroin are responsible for over 50,000 drug related deaths combined annually. We used a comparative meta-analysis procedure to contrast activation patterns associated with cocaine and heroin cue reactivity, which may reflect substance use risk for these substances. PubMed and Google Scholar were searched for studies with within-subject whole brain analyses comparing drug to neutral cues for users of cocaine and heroin published between 1995 and 2022. A total of 18 studies were included, 9 in each subgroup. Voxel-based meta-analyses were performed using seed-based d mapping with permuted subject images (SDM-PSI) for subgroup mean analyses and a contrast meta-regression comparing the two substances. Results from our mean analysis indicated that users of heroin showed more widespread activation in the nucleus accumbens, right inferior and left middle temporal gyrus, right thalamus, and right cerebellum. Cocaine use was associated with recruitment of dorsolateral prefrontal cortex during cue reactivity. Direct comparison of cue reactivity studies in heroin relative to cocaine users revealed greater activation in dopaminergic targets for users of heroin compared to users of cocaine. Differential activation patterns between substances may underlie differences in the clinical characteristics observed in users of cocaine and heroin, including seeking emotional blunting in users of heroin. More consistent research methodology is needed to provide adequate studies for stringent meta-analyses examining common and distinct neural activation patterns across substances and moderation by clinically relevant factors.
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Tap S, van Stipriaan E, Goudriaan AE, Kaag AM. Sex-Dependent Differences in the Neural Correlates of Cocaine and Emotional Cue-Reactivity in Regular Cocaine Users and Non-Drug-Using Controls: Understanding the Role of Duration and Severity of Use. Eur Addict Res 2024; 30:163-180. [PMID: 38710170 DOI: 10.1159/000538599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 03/22/2024] [Indexed: 05/08/2024]
Abstract
INTRODUCTION The development of cocaine use disorder in females is suggested to be more strongly related to neural mechanisms underlying stress-reactivity, whereas in males it is suggested to be more strongly related to neural mechanisms underlying drug cue-reactivity. Existing evidence, however, is based on neuroimaging studies that either lack a control group and/or have very small sample sizes that do not allow to investigate sex differences. METHODS The main objective of the current study was to investigate sex differences in the neural correlates of cocaine and negative emotional cue-reactivity within high-risk intranasal cocaine users (CUs: 31 males and 26 females) and non-cocaine-using controls (non-CUs: 28 males and 26 females). A region of interest (ROI) analysis was applied to test for the main and interaction effects of group, sex, and stimulus type (cocaine cues vs. neutral cocaine cues and negative emotional cues vs. neutral emotional cues) on activity in the dorsal striatum, ventral striatum (VS), amygdala, and dorsal anterior cingulate cortex (dACC). RESULTS There were no significant sex or group differences in cocaine cue-reactivity in any of the ROIs. Results did reveal significant emotional cue-reactivity in the amygdala and VS, but these effects were not moderated by group or sex. Exploratory analyses demonstrated that emotional cue-induced activation of the dACC and VS was negatively associated with years of regular cocaine use in female CUs, while this relationship was absent in male CUs. CONCLUSIONS While speculative, the sex-specific associations between years of regular use and emotional cue-reactivity in the dACC and VS suggest that, with longer years of use, female CUs become less sensitive to aversive stimuli, including the negative consequences of cocaine use, which could account for the observed "telescoping effect" in female CUs.
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Affiliation(s)
- Stephan Tap
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
- Department of Psychiatry, University Medical Centre Groningen, Groningen, The Netherlands
| | - Eila van Stipriaan
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
- Sleep and Cognition Lab, The Netherlands Institute of Neuroscience, Amsterdam, The Netherlands
| | - Anna E Goudriaan
- Department of Psychiatry, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Arkin Mental Health and Jellinek, Amsterdam, The Netherlands
- Amsterdam Institute for Addiction Research, Amsterdam, The Netherlands
| | - Anne Marije Kaag
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Addiction Research, Amsterdam, The Netherlands
- Institute for Brain and Behavior Amsterdam, Amsterdam, The Netherlands
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24
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Nieto SJ, Grodin EN, Ray LA. Neural correlates of the addictions neuroclinical assessment (ANA) incentive salience factor among individuals with alcohol use disorder. Behav Brain Res 2024; 464:114926. [PMID: 38431152 PMCID: PMC11563703 DOI: 10.1016/j.bbr.2024.114926] [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: 11/09/2023] [Revised: 02/16/2024] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
The Addictions Neuroclinical Assessment (ANA) is a recently-developed framework offering a more holistic understanding of three neurofunctional and behavioral domains that reflect the neurobiological dysfunction seen in alcohol use disorder (AUD). While the ANA domains have been well-validated across independent laboratories, there is a critical need to identify neural markers that subserve the proposed neurofunctional domains. The current study involves secondary data analysis of a two-week experimental medication trial of ibudilast (50 mg BID). Forty-five non-treatment-seeking participants with AUD (17F / 28 M) completed a battery of validated behavioral assessments forming the basis of their incentive salience factor score, computed via factor analysis, as well as a functional neuroimaging (fMRI) task assessing their neural reactivity to visual alcohol cues after being on placebo or ibudilast for 7 days. General linear models were conducted to examine the relationship between incentive salience and neural alcohol cue-reactivity in the ventral and dorsal stratum. Whole-brain generalized linear model analyses were conducted to examine associations between neural alcohol cue-reactivity and incentive salience. Age, sex, medication, and smoking status were included as covariates. Incentive salience was not associated with cue-elicited activation in the dorsal or ventral striatum. Incentive salience was significantly positively correlated (p < 0.05) with alcohol cue-elicited brain activation in reward-learning and affective regions including the insula and posterior cingulate cortices, bilateral precuneus, and bilateral precentral gyri. The ANA incentive salience factor is reflected in brain circuitry important for reward learning and emotion processing. Identifying a sub-phenotype of AUD characterized by increased incentive salience to alcohol cues allows for precision medicine approaches, i.e. treatments specifically targeting craving and reward from alcohol use. This study serves as a preliminary bio-behavioral validation for the incentive salience factor of the ANA. Further studies validating the neural correlates of other ANA factors, as well as replication in larger samples, appear warranted.
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Affiliation(s)
- Steven J Nieto
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Erica N Grodin
- Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA, USA
| | - Lara A Ray
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA, USA.
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25
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Farahbakhsh ZZ, Holleran KM, Sens JP, Fordahl SC, Mauterer MI, López AJ, Cuzon Carlson VC, Kiraly DD, Grant KA, Jones SR, Siciliano CA. Synchrony between midbrain gene transcription and dopamine terminal regulation is modulated by chronic alcohol drinking. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.15.584711. [PMID: 38559169 PMCID: PMC10979957 DOI: 10.1101/2024.03.15.584711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Alcohol use disorder is marked by disrupted behavioral and emotional states which persist into abstinence. The enduring synaptic alterations that remain despite the absence of alcohol are of interest for interventions to prevent relapse. Here, 28 male rhesus macaques underwent over 20 months of alcohol drinking interspersed with three 30-day forced abstinence periods. After the last abstinence period, we paired direct sub-second dopamine monitoring via ex vivo voltammetry in nucleus accumbens slices with RNA-sequencing of the ventral tegmental area. We found persistent augmentation of dopamine transporter function, kappa opioid receptor sensitivity, and dynorphin release - all inhibitory regulators which act to decrease extracellular dopamine. Surprisingly, though transcript expression was not altered, the relationship between gene expression and functional readouts of these encoded proteins was highly dynamic and altered by drinking history. These results outline the long-lasting synaptic impact of alcohol use and suggest that assessment of transcript-function relationships is critical for the rational design of precision therapeutics.
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26
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Kirsch DE, Ray LA, Wassum KM, Grodin EN. Anterior cingulate and medial prefrontal cortex alcohol cue reactivity varies as a function of drink preference in alcohol use disorder. Drug Alcohol Depend 2024; 256:111123. [PMID: 38367535 DOI: 10.1016/j.drugalcdep.2024.111123] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 01/11/2024] [Accepted: 02/05/2024] [Indexed: 02/19/2024]
Abstract
BACKGROUND Functional MRI visual cue reactivity studies have not considered that brain responses to various alcohol-containing beverage types may vary as a function of an individual's drinking patterns and preferences. This study tested whether the brain's reward system responds differently to visual cues associated with an individuals' most commonly consumed ("preferred") alcohol beverage compared with less commonly consumed ("non-preferred") alcohol beverages in individuals with alcohol use disorder (AUD). METHODS Participants (N=70) with current AUD completed a standard visual alcohol cue reactivity procedure during fMRI and reported recent alcohol use through the Timeline Followback interview. Alcohol use patterns were used to infer drink preference. Repeated measure ANCOVAs were used to evaluate differences in subjective craving (alcohol urge) and neural reactivity to cues of individual's "preferred" versus "non-preferred" alcohol beverages. RESULTS Fifty-four (77%) participants were determined to have a "preferred" alcohol beverage, as defined by their pattern of alcohol use. These participants reported greater subjective alcohol urge (p=0.02) and activation in the anterior cingulate cortex (ACC) (p=0.005) and medial prefrontal cortex (mPFC) (p=0.001)) in response to visual cues associated with their "preferred" versus "non-preferred" alcohol beverage. Individuals with an alcohol preference did not differ from those with no alcohol preference on subjective or neural responses to their "preferred" and "non-preferred" alcohol cues. DISCUSSION Results suggest alcohol cue-elicited subjective and neural responses vary as a function of alcohol beverage preference in individuals with AUD and a behaviorally defined alcohol preference. Stronger ACC and mPFC activation may reflect greater subjective value of an individual's "preferred" alcohol beverage cue.
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Affiliation(s)
- Dylan E Kirsch
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA
| | - Lara A Ray
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Kate M Wassum
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA
| | - Erica N Grodin
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
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27
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Farré-Colomés À, Tan H, Gerhardt S, Gerchen MF, Kirsch M, Hoffmann S, Kirsch P, Kiefer F, Vollstädt-Klein S. Cue-exposure treatment influences resting-state functional connectivity-a randomized controlled fMRI study in alcohol use disorder. Psychopharmacology (Berl) 2024; 241:513-524. [PMID: 38261011 PMCID: PMC10884177 DOI: 10.1007/s00213-024-06531-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024]
Abstract
RATIONALE Cue-exposure therapy (CET) consists of exposing patients to the cause of their affliction in a controlled environment and after psychological preparation. Ever since it was conceived, it has been suggested as a treatment for different types of behavioural impairments, from anxiety disorders to substance abuse. In the field of addictive behaviour, many different findings have been shown regarding the effectiveness of this therapy. OBJECTIVES This study aims to examine the underlying neurobiological mechanisms of the effects of CET in patients with alcohol use disorder using resting-state functional magnetic resonance imaging (rs-fMRI). METHODS In a randomized, controlled study, we examined patients after inpatient detoxification as well as healthy controls. Patients underwent nine sessions of CET spaced over 3 weeks. Rs-fMRI was conducted before treatment and 3 weeks after treatment onset in patients, healthy controls received only one rs-fMRI measurement. The final participant sample with complete data included 35 patients in the CET group, 17 patients in the treatment-as-usual group, and 43 HCs. RESULTS Our results show differences in the Salience Network when comparing the CET group to the treatment-as-usual group (TAU). Functional connectivity between the anterior cingulate Cortex (ACC) and the insula was increased after CET, whereas it was decreased from ACC to the putamen and globus pallidus. Further, increased connectivity with the precuneus was found in the dorsal attention network after cue exposure treatment. CONCLUSIONS These findings suggest that cue exposure therapy changes the resting-state brain connectivity with additional effects to the standard psychotherapy treatment. Hence, our study results suggest why including CET in standard therapies might improve the preparation of patients in front of daily situations.
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Affiliation(s)
- Àlvar Farré-Colomés
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Haoye Tan
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Sarah Gerhardt
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Martin Fungisai Gerchen
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Bernstein Center for Computational Neuroscience Heidelberg/Mannheim, 68159, Mannheim, Germany
- Department of Psychology, Heidelberg University, 69117, Heidelberg, Germany
| | - Martina Kirsch
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Sabine Hoffmann
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Peter Kirsch
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Bernstein Center for Computational Neuroscience Heidelberg/Mannheim, 68159, Mannheim, Germany
- Department of Psychology, Heidelberg University, 69117, Heidelberg, Germany
| | - Falk Kiefer
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Mannheim Center for Translational Neurosciences (MCTN), Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Feuerlein Center on Translational Addiction Medicine, Heidelberg University, 69117, Heidelberg, Germany
| | - Sabine Vollstädt-Klein
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany.
- Mannheim Center for Translational Neurosciences (MCTN), Medical Faculty of Mannheim, Heidelberg University, 68159, Mannheim, Germany.
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28
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Ye J, Mehta S, Peterson H, Ibrahim A, Saeed G, Linsky S, Kreinin I, Tsang S, Nwanaji-Enwerem U, Raso A, Arora J, Tokoglu F, Yip SW, Alice Hahn C, Lacadie C, Greene AS, Constable RT, Barry DT, Redeker NS, Yaggi H, Scheinost D. Investigating brain dynamics and their association with cognitive control in opioid use disorder using naturalistic and drug cue paradigms. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.25.24303340. [PMID: 38464297 PMCID: PMC10925365 DOI: 10.1101/2024.02.25.24303340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Objectives Opioid use disorder (OUD) impacts millions of people worldwide. The prevalence and debilitating effects of OUD present a pressing need to understand its neural mechanisms to provide more targeted interventions. Prior studies have linked altered functioning in large-scale brain networks with clinical symptoms and outcomes in OUD. However, these investigations often do not consider how brain responses change over time. Time-varying brain network engagement can convey clinically relevant information not captured by static brain measures. Methods We investigated brain dynamic alterations in individuals with OUD by applying a new multivariate computational framework to movie-watching (i.e., naturalistic; N=76) and task-based (N=70) fMRI. We further probed the associations between cognitive control and brain dynamics during a separate drug cue paradigm in individuals with OUD. Results Compared to healthy controls (N=97), individuals with OUD showed decreased variability in the engagement of recurring brain states during movie-watching. We also found that worse cognitive control was linked to decreased variability during the rest period when no opioid-related stimuli were present. Conclusions These findings suggest that individuals with OUD may experience greater difficulty in effectively engaging brain networks in response to evolving internal or external demands. Such inflexibility may contribute to aberrant response inhibition and biased attention toward opioid-related stimuli, two hallmark characteristics of OUD. By incorporating temporal information, the current study introduces novel information about how brain dynamics are altered in individuals with OUD and their behavioral implications.
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Affiliation(s)
- Jean Ye
- Interdepartmental Neuroscience Program, Yale University
| | - Saloni Mehta
- Department of Radiology & Biomedical Imaging, Yale School of Medicine
| | | | - Ahmad Ibrahim
- Department of Internal Medicine, Yale School of Medicine
| | - Gul Saeed
- Department of Internal Medicine, Roger Williams Medical Center
| | | | - Iouri Kreinin
- Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine
| | | | | | - Anthony Raso
- Frank H. Netter M.D. School of Medicine, Quinnipiac University
| | - Jagriti Arora
- Department of Radiology & Biomedical Imaging, Yale School of Medicine
| | - Fuyuze Tokoglu
- Department of Radiology & Biomedical Imaging, Yale School of Medicine
| | - Sarah W Yip
- Interdepartmental Neuroscience Program, Yale University
- Department of Psychiatry, Yale School of Medicine
- Child Study Center, Yale School of Medicine
| | - C Alice Hahn
- Yale Center for Clinical Investigation, Yale School of Medicine
| | - Cheryl Lacadie
- Department of Radiology & Biomedical Imaging, Yale School of Medicine
| | | | - R Todd Constable
- Interdepartmental Neuroscience Program, Yale University
- Department of Radiology & Biomedical Imaging, Yale School of Medicine
- Department of Biomedical Engineering, Yale School of Engineering and Applied Science
- Department of Neurosurgery, Yale School of Medicine
| | - Declan T Barry
- Department of Psychiatry, Yale School of Medicine
- Child Study Center, Yale School of Medicine
- Department of Research, APT foundation
| | | | - Henry Yaggi
- Department of Internal Medicine, Yale School of Medicine
- Clinical Epidemiology Research Center, VA CT Healthcare System
| | - Dustin Scheinost
- Interdepartmental Neuroscience Program, Yale University
- Department of Radiology & Biomedical Imaging, Yale School of Medicine
- Child Study Center, Yale School of Medicine
- Department of Biomedical Engineering, Yale School of Engineering and Applied Science
- Department of Statistics & Data Science, Yale School of Medicine
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29
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Soleimani G, Joutsa J, Moussawi K, Siddiqi SH, Kuplicki R, Bikson M, Paulus MP, Fox MD, Hanlon CA, Ekhtiari H. Converging Evidence for Frontopolar Cortex as a Target for Neuromodulation in Addiction Treatment. Am J Psychiatry 2024; 181:100-114. [PMID: 38018143 PMCID: PMC11318367 DOI: 10.1176/appi.ajp.20221022] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Noninvasive brain stimulation technologies such as transcranial electrical and magnetic stimulation (tES and TMS) are emerging neuromodulation therapies that are being used to target the neural substrates of substance use disorders. By the end of 2022, 205 trials of tES or TMS in the treatment of substance use disorders had been published, with heterogeneous results, and there is still no consensus on the optimal target brain region. Recent work may help clarify where and how to apply stimulation, owing to expanding databases of neuroimaging studies, new systematic reviews, and improved methods for causal brain mapping. Whereas most previous clinical trials targeted the dorsolateral prefrontal cortex, accumulating data highlight the frontopolar cortex as a promising therapeutic target for transcranial brain stimulation in substance use disorders. This approach is supported by converging multimodal evidence, including lesion-based maps, functional MRI-based maps, tES studies, TMS studies, and dose-response relationships. This review highlights the importance of targeting the frontopolar area and tailoring the treatment according to interindividual variations in brain state and trait and electric field distribution patterns. This converging evidence supports the potential for treatment optimization through context, target, dose, and timing dimensions to improve clinical outcomes of transcranial brain stimulation in people with substance use disorders in future clinical trials.
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Affiliation(s)
- Ghazaleh Soleimani
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Juho Joutsa
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Khaled Moussawi
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Shan H Siddiqi
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Rayus Kuplicki
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Marom Bikson
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Martin P Paulus
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Michael D Fox
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Colleen A Hanlon
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Hamed Ekhtiari
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
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Rasgado-Toledo J, Duvvada SS, Shah A, Ingalhalikar M, Alluri V, Garza-Villarreal EA. Structural and functional pathology in cocaine use disorder with polysubstance use: A multimodal fusion approach structural-functional pathology in cocaine use disorder. Prog Neuropsychopharmacol Biol Psychiatry 2024; 128:110862. [PMID: 37690585 DOI: 10.1016/j.pnpbp.2023.110862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 07/22/2023] [Accepted: 09/07/2023] [Indexed: 09/12/2023]
Abstract
Cocaine use disorder (CUD) is described as a compulsive urge to seek and consume cocaine despite the inimical consequences. MRI studies from different modalities have shown that CUD patients exhibit structural and/or functional connectivity pathology among several brain regions. Nevertheless, both connectivities are commonly studied and analyzed separately, which may potentially obscure its relationship between them, and with the clinical pathology. Here, we compare structural and functional brain networks in CUD patients and healthy controls (HC) using multimodal fusion. The sample consisted of 63 (8 females) CUD patients and 42 (9 females) healthy controls (HC), recruited as part of the SUDMEX CONN database. For this, we computed a battery of graph-based measures from multi-shell diffusion-weighted imaging and resting state fc-fMRI to quantify local and global connectivity. Then we used multimodal canonical component analysis plus joint independent component analysis (mCCA+jICA) to compare between techniques and evaluate group differences and its association with clinical alteration. Unimodal results showed a striatal decrease in the participation coefficient but applied supervised data fusion revealed other regions with cocaine-related alterations in joint functional communication. When performing multimodal fusion analysis, we observed a higher centrality of the interrelationship and a lower participation coefficient in patients with CUD. In contrast to the unimodal approach, the multimodal fusion method was able to reveal latent information about brain regions involved in impairment due to cocaine abuse. The present results could help in understanding the pathology of CUD to develop better pre-treatment/post-treatment intervention designs.
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Affiliation(s)
- Jalil Rasgado-Toledo
- Instituto de Neurobiología, Universidad Nacional Autónoma de México Campus Juriquilla, Querétaro, Mexico
| | - Sai Siddharth Duvvada
- Cognitive Science Lab, International Institute of Information Technology, Hyderabad, India
| | - Apurva Shah
- Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, Maharashtra, India
| | - Madhura Ingalhalikar
- Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, Maharashtra, India
| | - Vinoo Alluri
- Cognitive Science Lab, International Institute of Information Technology, Hyderabad, India
| | - Eduardo A Garza-Villarreal
- Instituto de Neurobiología, Universidad Nacional Autónoma de México Campus Juriquilla, Querétaro, Mexico.
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31
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Padula CB, McCalley DM, Tenekedjieva LT, MacNiven K, Rauch A, Morales JM, Knutson B, Humphreys K, Williams LM, Durazzo TC. A pilot, randomized clinical trial: Left dorsolateral prefrontal cortex intermittent theta burst stimulation improves treatment outcomes in veterans with alcohol use disorder. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:164-177. [PMID: 38197808 DOI: 10.1111/acer.15224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 10/19/2023] [Accepted: 11/05/2023] [Indexed: 01/11/2024]
Abstract
BACKGROUND Transcranial magnetic stimulation (TMS) offers a promising treatment avenue to modulate brain function in alcohol use disorder (AUD). To the best of our knowledge, this pilot study is the first randomized, double-blind, sham-controlled trial to deliver intermittent theta burst stimulation to the left dorsolateral prefrontal cortex (DLPFC) among US veterans with AUD. We hypothesized that 20 sessions of real TMS are tolerable and feasible. As a secondary line of inquiry, we hypothesized that, relative to sham TMS, individuals receiving real TMS would experience greater reductions in 6-month relapse rates, anhedonia, and alcohol cue-reactivity. METHODS Veterans (n = 17, one woman) were enrolled in a double-blind, sham-controlled trial (2-3 sessions/day; 7-10 days; 600 pulses/session; 20 sessions). Pre- and posttreatment assessments included responses to self-report questionnaires and functional magnetic resonance imaging measures of alcohol cue-reactivity. Alcohol consumption was assessed for 6 months. Linear mixed-effects models were constructed to predict posttreatment craving, mood, and cue-reactivity. RESULTS Individuals who received active iTBS (n = 8) were less likely to relapse within 3 months after treatment than the sham-treated group (n = 9) (OR = 12.0). Greater reductions in anhedonia were observed following active iTBS (Cohen's d = -0.59), relative to sham (d = -0.25). Alcohol cue-reactivity was reduced following active iTBS and increased following sham within the left insula (d = -0.19 vs. 0.51), left thalamus (d = -0.28 vs. 0.77), right insula (d = 0.18 vs. 0.52), and right thalamus (d = -0.06 vs. 0.62). CONCLUSIONS Relative to sham, we demonstrate that 20 sessions of real left DLPFC iTBS reduced the likelihood of relapse for at least 3 months. The potential utility of this approach is underscored by observed decreases in anhedonia and alcohol cue-reactivity-strong predictors of relapse among veterans. These initial data offer a valuable set of effect sizes to inform future clinical trials in this patient population.
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Affiliation(s)
- Claudia B Padula
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Daniel M McCalley
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Lea-Tereza Tenekedjieva
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Kelly MacNiven
- Department of Psychology, Stanford University, Stanford, California, USA
| | - Andrew Rauch
- Department of Psychology, Loyola University Chicago, Chicago, Illinois, USA
| | - Jairelisse Morales Morales
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Brian Knutson
- Department of Psychology, Stanford University, Stanford, California, USA
| | - Keith Humphreys
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
- Center for Innovation to Implementation, Veterans Affairs Palo Alto Healthcare System, Menlo Park, California, USA
| | - Leanne M Williams
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Timothy C Durazzo
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
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Wanger TJ, de Moura FB, Ashare R, Loughead J, Lukas S, Lerman C, Janes AC. Brain and cortisol responses to smoking cues are linked in tobacco-smoking individuals. Addict Biol 2023; 28:e13338. [PMID: 38017638 PMCID: PMC11572701 DOI: 10.1111/adb.13338] [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: 02/01/2023] [Revised: 08/30/2023] [Accepted: 09/10/2023] [Indexed: 11/30/2023]
Abstract
Cues associated with smoking can induce relapse, which is likely driven by cue-induced neurobiological and physiological mechanisms. For instance, greater relapse vulnerability is associated with increases in cue-induced insula activation and heightened cortisol concentrations. Determining if there is a link between such cue-induced responses is critical given the need for biomarkers that can be easily measured in clinical settings and used to drive targeted treatment. Further, comprehensively characterising biological reactions to cues promises to aid in the development of therapies that address this specific relapse risk factor. To determine whether brain and cortisol responses to smoking cues are linked, this study recruited 27 nicotine-dependent tobacco-smoking individuals and acquired whole-brain functional activation during a cue reactivity task; salivary cortisol was measured before and after scanning. The results showed that increases in blood-oxygen-level-dependent activation in the right anterior insula and right dorsolateral prefrontal cortex (DLPFC) when viewing smoking versus neutral cues were positively correlated with a post-scan rise in salivary cortisol concentrations. These brain regions have been previously implicated in substance use disorders for their role in salience, interoception and executive processes. These findings show that those who have a rise in cortisol following smoking cue exposure also have a related rise in cue-induced brain reactivity, in brain regions previously linked with heightened relapse vulnerability. This is clinically relevant as measuring cue-induced cortisol responses is a more accessible proxy for assessing the engagement of cue-induced neurobiological processes associated with the maintenance of nicotine dependence.
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Affiliation(s)
- Timothy J. Wanger
- McLean Imaging Center, McLean Hospital, Belmont, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Fernando B. de Moura
- McLean Imaging Center, McLean Hospital, Belmont, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Rebecca Ashare
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Psychology, University at Buffalo, Buffalo, New York, USA
| | - James Loughead
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Scott Lukas
- McLean Imaging Center, McLean Hospital, Belmont, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Caryn Lerman
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Amy C. Janes
- Neuroimaging Research Branch, National Institute on Drug Abuse (NIDA), Intramural Research Program, National Institutes of Health, Baltimore, Maryland, USA
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Abstract
Alcohol-related liver disease (ALD) is a major cause of liver-related morbidity and mortality. Epidemiological trends indicate recent and predicted increases in the burden of disease. Disease progression is driven by continued alcohol exposure on a background of genetic predisposition together with environmental cofactors. Most individuals present with advanced disease despite a long history of excessive alcohol consumption and multiple missed opportunities to intervene. Increasing evidence supports the use of non-invasive tests to screen for and identify disease at earlier stages. There is a definite role for public health measures to reduce the overall burden of disease. At an individual level, however, the ability to influence subsequent disease course by modifying alcohol consumption or the underlying pathogenic mechanisms remains limited due to a comparative lack of effective, disease-modifying medical interventions. Abstinence from alcohol is the key determinant of outcome in established ALD and the cornerstone of clinical management. In those with decompensated ALD, liver transplant has a clear role. There is consensus that abstinence from alcohol for an arbitrary period should not be the sole determinant in a decision to transplant. An increasing understanding of the mechanisms by which alcohol causes liver disease in susceptible individuals offers the prospect of new therapeutic targets for disease-modifying drugs. Successful translation will require significant public and private investment in a disease area which has traditionally been underfunded when compared to its overall prevalence.
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Affiliation(s)
- Mark Thursz
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
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Sahlem GL, Dowdle LT, Baker NL, Sherman BJ, Gray KM, McRae-Clark AL, Froeliger B, Squeglia LM. Exploring the Utility of a Functional Magnetic Resonance Imaging (fMRI) Cannabis Cue-Reactivity Paradigm in Treatment Seeking Adults with Cannabis Use Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.11.14.23298485. [PMID: 38014250 PMCID: PMC10680897 DOI: 10.1101/2023.11.14.23298485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Introduction Functional magnetic resonance imaging (fMRI) studies examining cue-reactivity in cannabis use disorder (CUD) to date have either involved non-treatment seeking participants or been small. We addressed this gap by administering an fMRI cue-reactivity task to CUD participants entering two separate clinical trials. Methods Treatment-seeking participants with moderate or severe CUD had behavioral craving measured at baseline via the Marijuana Craving Questionnaire (MCQ-SF). They additionally completed a visual cannabis cue-reactivity paradigm during fMRI following 24-hours of abstinence from cannabis. During fMRI, the Blood Oxygen Level Dependent (BOLD) signal was acquired while participants viewed cannabis-images or matched-neutral-images. BOLD responses were correlated with the MCQ-SF using a General Linear Model. Results N=65 participants (32% female; mean age 30.4±9.9SD) averaged 46.3±15.5SD on the MCQ-SF. When contrasting cannabis-images vs. matched-neutral-images, participants showed greater BOLD response in bilateral ventromedial prefrontal, dorsolateral prefrontal, anterior cingulate, and visual cortices, as well as the striatum. Similarly, there was stronger task-based functional-connectivity (tbFC) between the medial prefrontal cortex and both the amygdala and the visual cortex. There were no significant differences in either activation or tbFC between studies or between sexes. Craving negatively correlated with BOLD response in the left ventral striatum (R 2 =-0.25; p =0.01). Conclusions We found that, among two separate treatment-seeking CUD groups, cannabis cue-reactivity was evidenced by greater activation and tbFC in regions related to executive function and reward processing, and craving was negatively associated with cue-reactivity in the ventral striatum. Future directions include examining if pharmacological, neuromodulatory, or psychosocial interventions can alter corticostriatal cue-reactivity.
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van Timmeren T, van Holst RJ, Goudriaan AE. Striatal ups or downs? Neural correlates of monetary reward anticipation, cue reactivity and their interaction in alcohol use disorder and gambling disorder. J Behav Addict 2023; 12:571-583. [PMID: 37133998 PMCID: PMC10316165 DOI: 10.1556/2006.2023.00015] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 01/22/2023] [Accepted: 04/01/2023] [Indexed: 05/04/2023] Open
Abstract
Background and aims Dysfunction of the striatum, a brain region part of the mesolimbic reward system, is a key characteristic of addictive disorders, but neuroimaging studies have reported conflicting findings. An integrative model of addiction points to the presence or absence of addiction-related cues as an explanation for hyper- or hypoactivation, respectively, of the striatum. Methods To test this model directly, we investigated striatal activation during monetary reward anticipation in the presence versus absence of addiction-related cues using functional MRI. Across two studies, we compared 46 alcohol use disorder (AUD) patients with 30 matched healthy controls; and 24 gambling disorder (GD) patients with 22 matched healthy controls. Results During monetary reward anticipation, hypoactivation of the reward system was seen in AUD individuals compared to HCs. Additionally, a behavioral interaction was seen where gambling cues made participants, across groups, respond faster for bigger, but slower for smaller rewards. However, no striatal differences were seen in response to addiction-related cues between AUD or GD patients and their matched controls. Finally, despite substantial individual differences in neural activity to cue-reactivity and reward anticipation, these measures did not correlate, suggesting that they contribute independently to addiction aetiology. Discussion and Conclusions Our findings replicate previous findings of blunted striatal activity during monetary reward anticipation in alcohol use disorder but do not support the idea that addiction-related cues explain striatal dysfunction as suggested by the model.
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Affiliation(s)
- Tim van Timmeren
- Department of Social Health and Organizational Psychology, Utrecht University, The Netherlands
- ABC Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, 1001 NK, The Netherlands
- Department of Psychiatry, Amsterdam Institute for Addiction Research, Amsterdam Neuroscience, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Ruth J. van Holst
- ABC Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, 1001 NK, The Netherlands
- Department of Psychiatry, Amsterdam Institute for Addiction Research, Amsterdam Neuroscience, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Anna E. Goudriaan
- ABC Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, 1001 NK, The Netherlands
- Department of Psychiatry, Amsterdam Institute for Addiction Research, Amsterdam Neuroscience, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Arkin Mental Health, The Netherlands
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36
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Mattioni L, Ferri F, Nikčević AV, Spada MM, Sestieri C. Twisted memories: Addiction-related engrams are strengthened by desire thinking. Addict Behav 2023; 145:107782. [PMID: 37348176 DOI: 10.1016/j.addbeh.2023.107782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 06/08/2023] [Accepted: 06/15/2023] [Indexed: 06/24/2023]
Abstract
Associative learning plays a central role in addiction by reinforcing associations between environmental cues and addiction-related information. Unsupervised learning models posit that memories are adjusted based on how strongly these representations are coactivated during the retrieval process. From a different perspective, clinical models of addiction posit that the escalation and persistence of craving may depend on desire thinking, a thinking style orienting to prefigure information about positive addiction-related experiences. In the present work, we tested the main hypothesis that desire thinking is a key factor in the strengthening of addiction-related associations. A group of adult smoking volunteers (N = 26) engaged in a period of desire thinking before performing an associative learning task in which neutral words (cues) were shown along with images (smoking-related vs. neutral context) at different frequencies. Two retrieval tests were administered, one immediately after encoding and the other after 24 h, to test how the recall of associations changed as a function of retention interval. Two control groups, smokers (N = 21) and non-smokers (N = 22), performed a similar procedure, with a neutral imagination task replacing desire thinking. Participants who engaged in desire thinking increased their performance from the first to the second retrieval test only for the most frequent smoking-related associations. Crucially, this selective effect was not observed in the two control groups. These results provide behavioral evidence in support of the idea that desire thinking plays a role in strengthening addiction-related associations. Thus, this thinking process may be considered a target for reconsolidation-based conceptualizations of, and treatments for, addiction.
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Affiliation(s)
- Lorenzo Mattioni
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, G. d'Annunzio University, Chieti, Italy.
| | - Francesca Ferri
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, G. d'Annunzio University, Chieti, Italy
| | - Ana V Nikčević
- Department of Psychology, Kingston University, Kingston upon Thames, UK
| | | | - Carlo Sestieri
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, G. d'Annunzio University, Chieti, Italy
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Zafar R, Siegel M, Harding R, Barba T, Agnorelli C, Suseelan S, Roseman L, Wall M, Nutt DJ, Erritzoe D. Psychedelic therapy in the treatment of addiction: the past, present and future. Front Psychiatry 2023; 14:1183740. [PMID: 37377473 PMCID: PMC10291338 DOI: 10.3389/fpsyt.2023.1183740] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/15/2023] [Indexed: 06/29/2023] Open
Abstract
Psychedelic therapy has witnessed a resurgence in interest in the last decade from the scientific and medical communities with evidence now building for its safety and efficacy in treating a range of psychiatric disorders including addiction. In this review we will chart the research investigating the role of these interventions in individuals with addiction beginning with an overview of the current socioeconomic impact of addiction, treatment options, and outcomes. We will start by examining historical studies from the first psychedelic research era of the mid-late 1900s, followed by an overview of the available real-world evidence gathered from naturalistic, observational, and survey-based studies. We will then cover modern-day clinical trials of psychedelic therapies in addiction from first-in-human to phase II clinical trials. Finally, we will provide an overview of the different translational human neuropsychopharmacology techniques, including functional magnetic resonance imaging (fMRI) and positron emission tomography (PET), that can be applied to foster a mechanistic understanding of therapeutic mechanisms. A more granular understanding of the treatment effects of psychedelics will facilitate the optimisation of the psychedelic therapy drug development landscape, and ultimately improve patient outcomes.
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Affiliation(s)
- Rayyan Zafar
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Maxim Siegel
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Rebecca Harding
- Clinical Psychopharmacology Unit, University College London, London, United Kingdom
| | - Tommaso Barba
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Claudio Agnorelli
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Shayam Suseelan
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Leor Roseman
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Matthew Wall
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Invicro, London, United Kingdom
| | - David John Nutt
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - David Erritzoe
- Centre for Psychedelic Research, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
- Neuropsychopharmacology Unit, Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
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Li DX, Zhou XY, Lin QQ, Wu Y, Hu C, Shen ZH, Wang YG. Increased EEG gamma power under exposure to drug-related cues: a translational index for cue-elicited craving in METH-dependent individuals. BMC Psychiatry 2023; 23:367. [PMID: 37231397 DOI: 10.1186/s12888-023-04892-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 05/20/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND This study explored the feasibility of using EEG gamma-band (30-49 Hz) power as an index of cue-elicited craving in METH-dependent individuals. METHODS Twenty-nine participants dependent on methamphetamine (METH) and 30 healthy participants were instructed to experience a METH-related virtual reality (VR) social environment. RESULTS Individuals with METH dependence showed significantly stronger self-reported craving and higher gamma power in a VR environment than healthy individuals. In the METH group, the VR environment elicited a significant increase in gamma power compared with the resting state. The METH group then received a VR counterconditioning procedure (VRCP), which was deemed useful in suppressing cue-induced reactivity. After VRCP, participants showed significantly lower self-reported craving scores and gamma power when exposed to drug-related cues than the first time. CONCLUSIONS These findings suggest that the EEG gamma-band power may be a marker of cue-induced reactivity in patients with METH dependence.
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Affiliation(s)
- Dong-Xu Li
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, Anhui Province, China
| | - Xiang-Yi Zhou
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, Anhui Province, China
| | - Qian-Qian Lin
- Affiliated Mental Health Center, Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Hangzhou, Zhejiang Province, China
| | - Yue Wu
- The Fifth Hospital of Ruian, Ruian, Zhejiang Province, China
| | - Cheng Hu
- Shiliping Compulsory Rehabilitation Center, Zhejiang, China
| | - Zhi-Hua Shen
- Affiliated Mental Health Center, Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Hangzhou, Zhejiang Province, China
| | - Yong-Guang Wang
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, Anhui Province, China.
- Affiliated Mental Health Center, Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Hangzhou, Zhejiang Province, China.
- The Fifth Hospital of Ruian, Ruian, Zhejiang Province, China.
- Zhejiang Provincial Institute of Drug Abuse Research, Hangzhou, Zhejiang Province, China.
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Grodin EN, Burnette EM, O’Neill J, Alger J, Ray LA. Alcohol Craving and Severity are Associated with Dorsal Anterior Cingulate Choline Levels in Individuals with an Alcohol Use Disorder. Alcohol Alcohol 2023; 58:289-297. [PMID: 36939375 PMCID: PMC10168708 DOI: 10.1093/alcalc/agad014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 01/27/2023] [Accepted: 03/01/2023] [Indexed: 03/21/2023] Open
Abstract
AIMS Magnetic resonance spectroscopy (MRS) has been used to probe inflammation in the brain. While altered MRS metabolite levels have previously been found in individuals with alcohol use disorder (AUD), the relationship between potential metabolite markers of inflammation and the clinical correlates of AUD remains understudied. Therefore, this exploratory study sought to elucidate the clinical significance of inflammation in AUD by examining relationships between metabolites, AUD severity, alcohol consumption, and craving in individuals with AUD. METHODS Data for this secondary analysis are derived from a two-week clinical trial of ibudilast to treat AUD. Forty-three non-treatment-seeking individuals with an AUD (26M/17F) completed an MRS scan and alcohol-related questionnaires. MRS was performed using a multi-voxel array placed above the corpus callosum, extending from the pregnenual anterior cingulate to premotor cortex. The dorsal anterior cingulate was selected as the volume of interest. Metabolite levels of choline-compounds (Cho), myo-inositol (mI), and creatine+phosphocreatine (Cr) were quantified. Separate hierarchical regression models were used to evaluate the independent effects of metabolite levels on alcohol craving, alcohol problem severity, and alcohol consumption. RESULTS Dorsal anterior cingulate Cho predicted alcohol craving and alcohol problem severity over and above demographics, medication, and alcohol consumption measures. mI and Cr did not predict alcohol craving or alcohol problem severity. Metabolite markers were not predictive of alcohol consumption. CONCLUSIONS This preliminary study indicates that dACC Cho is sensitive to clinical characteristics of AUD. This is a further step in advancing neurometabolites, particularly Cho, as potential biomarkers and treatment targets for AUD.
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Affiliation(s)
- Erica N Grodin
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
| | - Elizabeth M Burnette
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
- Neuroscience Interdepartmental Program, University of California at Los Angeles, Los Angeles, CA
| | - Joseph O’Neill
- Jane & Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA
- Brain Research Institute, University of California, Los Angeles, CA
| | - Jeffry Alger
- Department of Neurology, University of California Los Angeles, MC 708522, Los Angeles, CA
| | - Lara A Ray
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA
- Brain Research Institute, University of California, Los Angeles, CA
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McCalley DM, Hanlon CA. The importance of overlap: A retrospective analysis of electrical field maps, alcohol cue-reactivity patterns, and treatment outcomes for alcohol use disorder. Brain Stimul 2023; 16:724-726. [PMID: 37088452 DOI: 10.1016/j.brs.2023.04.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 04/18/2023] [Accepted: 04/19/2023] [Indexed: 04/25/2023] Open
Affiliation(s)
- Daniel M McCalley
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, United States; Department of Psychiatry, Medical University of South Carolina, United States.
| | - Colleen A Hanlon
- Department of Psychiatry, Medical University of South Carolina, United States; BrainsWay Ltd, Burlington, MA, United States
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Brevers D, Baeken C, De Smet S, Catoira B, De Witte S, He Q, Maurage P, Schulze-Steinen L, Sescousse G, Verde CV, Vögele C, Billieux J. Stimulation of the dorsolateral prefrontal cortex modulates brain cue reactivity to reward (un)availability. Cortex 2023; 164:51-62. [PMID: 37172533 DOI: 10.1016/j.cortex.2023.03.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/13/2022] [Accepted: 03/23/2023] [Indexed: 05/15/2023]
Abstract
Brain imaging studies have shown that stimulation of the left dorsolateral prefrontal cortex (dlPFC), which plays a pivotal role in high-order cognitive control processes, modulates brain reactivity to reward-related cues. Nevertheless, the impact of contextual factors such as reward availability (the reward that is depicted in the cue exposure task) on such modulation effect remains unclear. Here we tested whether a single session of high-frequency repetitive transcranial magnetic stimulation (HF-rTMS) over the left dlPFC differently impacts brain reactivity to cues signalling either availability or unavailability of a sports betting opportunity. Employing a within-subject design (verum versus sham HF-rTMS) among thirty-two frequent sports bettors, we first observed that, as compared to the sham condition, verum HF-rTMS modulated brain reactivity to game cues prior to being made (un)available for betting, through simultaneous increases (posterior insula and caudate nucleus) and decreases (occipital pole) in brain activation. Second, verum HF-rTMS led to increased ventral striatal activity towards cues available for betting but did not modulate brain response to cues unavailable for betting. Taken together, these findings demonstrate that transient stimulation of the left dlPFC led to a general modulation in brain activity in responses to cues, and that this effect is only partly dependent on cues signalling for reward (un)availability.
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Affiliation(s)
- Damien Brevers
- Louvain for Experimental Psychopathology Research Group (LEP), Psychological Sciences Research Institute (IPSY), UCLouvain, Louvain-la-Neuve, Belgium; Institute for Health and Behaviour, Department of Behavioural and Cognitive Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg.
| | - Chris Baeken
- Department of Psychiatry University Hospital (UZBrussel), Brussels, Belgium; Ghent Experimental Psychiatry (GHEP) Lab, Ghent, Belgium; Department of Head and Skin, Ghent University Hospital, Ghent University, Ghent, Belgium; Eindhoven University of Technology, Department of Electrical Engineering, Eindhoven, the Netherlands
| | | | - Beatriz Catoira
- Department of Psychiatry University Hospital (UZBrussel), Brussels, Belgium
| | - Sara De Witte
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent, Belgium
| | - Qinghua He
- Faculty of Psychology, Southwest University, 2 Tiansheng Rd, Chongqing, China
| | - Pierre Maurage
- Louvain for Experimental Psychopathology Research Group (LEP), Psychological Sciences Research Institute (IPSY), UCLouvain, Louvain-la-Neuve, Belgium
| | - Laimi Schulze-Steinen
- Institute for Health and Behaviour, Department of Behavioural and Cognitive Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Guillaume Sescousse
- Lyon Neuroscience Research Center - INSERM U1028 - CNRS UMR5292, PSYR2 Team, University of Lyon, Lyon, France
| | - Claudia Vila Verde
- Institute for Health and Behaviour, Department of Behavioural and Cognitive Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Claus Vögele
- Institute for Health and Behaviour, Department of Behavioural and Cognitive Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Centre for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
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Shi Z, Li X, Kampman KM, Childress AR, Wiers CE, Langleben DD. Depressive Symptomatology Is Associated With Smaller Reductions in Drug Cue Reactivity During Extended-Release Naltrexone Treatment of Opioid Use Disorder. J Clin Psychiatry 2023; 84:22br14567. [PMID: 37074295 PMCID: PMC10119768 DOI: 10.4088/jcp.22br14567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/20/2023]
Affiliation(s)
- Zhenhao Shi
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
- Corresponding author: Daniel D. Langleben, MD, 3535 Market St Ste 500, Philadelphia, PA 19104
| | - Xinyi Li
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Kyle M Kampman
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Anna Rose Childress
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Corinde E Wiers
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Daniel D Langleben
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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Soleimani G, Conelea CA, Kuplicki R, Opitz A, Lim KO, Paulus MP, Ekhtiari H. Optimizing Individual Targeting of Fronto-Amygdala Network with Transcranial Magnetic Stimulation (TMS): Biophysical, Physiological and Behavioral Variations in People with Methamphetamine Use Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.02.23288047. [PMID: 37066153 PMCID: PMC10104226 DOI: 10.1101/2023.04.02.23288047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Background Previous studies in people with substance use disorders (SUDs) have implicated both the frontopolar cortex and amygdala in drug cue reactivity and craving, and amygdala-frontopolar coupling is considered a marker of early relapse risk. Accumulating data highlight that the frontopolar cortex can be considered a promising therapeutic target for transcranial magnetic stimulation (TMS) in SUDs. However, one-size-fits-all approaches to TMS targets resulted in substantial variation in both physiological and behavioral outcomes. Individualized TMS approaches to target cortico-subcortical circuits like amygdala-frontopolar have not yet been investigated in SUDs. Objective Here, we (1) defined individualized TMS target location based on functional connectivity of the amygdala-frontopolar circuit while people were exposed to drug-related cues, (2) optimized coil orientation based on maximizing electric field (EF) perpendicular to the individualized target, and (3) harmonized EF strength in targeted brain regions across a population. Method MRI data including structural, resting-state, and task-based fMRI data were collected from 60 participants with methamphetamine use disorders (MUDs). Craving scores based on a visual analog scale were collected immediately before and after the MRI session. We analyzed inter-subject variability in the location of TMS targets based on the maximum task-based connectivity between the left medial amygdala (with the highest functional activity among subcortical areas during drug cue exposure) and frontopolar cortex using psychophysiological interaction (PPI) analysis. Computational head models were generated for all participants and EF simulations were calculated for fixed vs. optimized coil location (Fp1/Fp2 vs. individualized maximal PPI location), orientation (AF7/AF8 vs. orientation optimization algorithm), and stimulation intensity (constant vs. adjusted intensity across the population). Results Left medial amygdala with the highest (mean ± SD: 0.31±0.29) functional activity during drug cue exposure was selected as the subcortical seed region. Amygdala-to-whole brain PPI analysis showed a significant cluster in the prefrontal cortex (cluster size: 2462 voxels, cluster peak in MNI space: [25 39 35]) that confirms cortico-subcortical connections. The location of the voxel with the most positive amygdala-frontopolar PPI connectivity in each participant was considered as the individualized TMS target (mean ± SD of the MNI coordinates: [12.6 64.23 -0.8] ± [13.64 3.50 11.01]). Individual amygdala-frontopolar PPI connectivity in each participant showed a significant correlation with VAS scores after cue exposure (R=0.27, p=0.03). Averaged EF strength in a sphere with r = 5mm around the individualized target location was significantly higher in the optimized (mean ± SD: 0.99 ± 0.21) compared to the fixed approach (Fp1: 0.56 ± 0.22, Fp2: 0.78 ± 0.25) with large effect sizes (Fp1: p = 1.1e-13, Hedges'g = 1.5, Fp2: p = 1.7e-5, Hedges'g = 1.26). Adjustment factor to have identical 1 V/m EF strength in a 5mm sphere around the individualized targets ranged from 0.72 to 2.3 (mean ± SD: 1.07 ± 0.29). Conclusion Our results show that optimizing coil orientation and stimulation intensity based on individualized TMS targets led to stronger electric fields in the targeted brain regions compared to a one-size-fits-all approach. These findings provide valuable insights for refining TMS therapy for SUDs by optimizing the modulation of cortico-subcortical circuits.
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Affiliation(s)
- Ghazaleh Soleimani
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | - Christine A. Conelea
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | | | - Alexander Opitz
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | - Kelvin O Lim
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | | | - Hamed Ekhtiari
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
- Laureate Institute for Brain Research (LIBR), OK, USA
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Shi Z, Wang AL, Fairchild VP, Aronowitz CA, Lynch KG, Loughead J, Langleben DD. Addicted to green: priming effect of menthol cigarette packaging on brain response to smoking cues. Tob Control 2023; 32:e45-e52. [PMID: 34599084 PMCID: PMC8971144 DOI: 10.1136/tobaccocontrol-2021-056639] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 08/11/2021] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Mentholated tobacco cigarettes are believed to be more addictive than non-menthol ones. Packaging of most menthol cigarette brands includes distinctive green hues, which may act as conditioned stimuli (ie, cues) and promote menthol smoking. To examine the cue properties of menthol cigarette packaging, we used a priming paradigm to assess the effect of packaging on the neural substrates of smoking cue reactivity. We hypothesised that menthol packaging will exert a specific priming effect potentiating smoking cue reactivity in menthol compared with non-menthol smokers. METHODS Forty-two menthol and 33 non-menthol smokers underwent functional MRI while viewing smoking and neutral cues. The cues were preceded (ie, primed) by briefly presented images of menthol or non-menthol cigarette packages. Participants reported craving for cigarettes in response to each cue. RESULTS Menthol packaging induced greater frontostriatal and occipital smoking cue reactivity in menthol smokers than in non-menthol smokers. Menthol packaging also enhanced the mediation by neural activity of the relationship between cue exposure and cigarette craving in menthol but not non-menthol smokers. Dynamic causal modelling showed stronger frontostriatal-occipital connectivity in response to menthol packaging in menthol compared with non-menthol smokers. The effects of non-menthol packaging did not differ between categories of smokers. CONCLUSIONS Our findings demonstrate heightened motivational and perceptual salience of the green-hued menthol cigarette packaging that may exacerbate menthol smokers' susceptibility to smoking cues. These effects could contribute to the greater addiction severity among menthol smokers and could be considered in the development of science-based regulation and legal review of tobacco product marketing practices.
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Affiliation(s)
- Zhenhao Shi
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - An-Li Wang
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | - Catherine A Aronowitz
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Kevin G Lynch
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - James Loughead
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Daniel D Langleben
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Annenberg Public Policy Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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McCalley DM, Kaur N, Wolf JP, Contreras IE, Book SW, Smith JP, Hanlon CA. Medial Prefrontal Cortex Theta Burst Stimulation Improves Treatment Outcomes in Alcohol Use Disorder: A Double-Blind, Sham-Controlled Neuroimaging Study. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2023; 3:301-310. [PMID: 37124360 PMCID: PMC10140456 DOI: 10.1016/j.bpsgos.2022.03.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 02/25/2022] [Accepted: 03/01/2022] [Indexed: 10/18/2022] Open
Abstract
Background Alcohol use disorder (AUD) is associated with elevated brain response to cues. Recent studies have suggested that theta burst stimulation (TBS) to the medial prefrontal cortex (MPFC) can decrease reactivity to cues in a transdiagnostic manner. The goal of this clinical trial was to evaluate the effect of continuous TBS as a tool to decrease drinking behavior and brain reactivity to alcohol cues among individuals with AUD. Methods A total of 50 individuals with AUD were recruited from an intensive outpatient treatment program. Using a randomized, double-blind, sham-controlled design, participants received 10 sessions of continuous TBS (left frontal pole, 1 session/10 days, 110% resting motor threshold, 3600 pulse/session, cue provocation before and during session). Brain reactivity to alcohol cues was acquired at four time points: at baseline and after all TBS sessions (1 month, 2 months, and 3 months). Results Overall, 80% of the participants completed all TBS sessions. Individuals who received real TBS were 2.71 times more likely to remain enrolled in the study after 3 months and 3.09 times more likely to remain sober 3 months after treatment initiation. Real TBS also led to a significantly greater reduction in brain reactivity to alcohol cues, specifically a reduction in MPFC-striatum and MPFC-insula connectivity 2 and 3 months after TBS treatment. Conclusions Ten days of MPFC TBS is well tolerated, reduces drinking, and decreases brain reactivity to alcohol cues for up to 3 months after treatment initiation. These results pave a critical next step in the path toward developing transcranial magnetic stimulation as an intervention for AUD and disorders associated with elevated cue reactivity.
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Affiliation(s)
- Daniel M. McCalley
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
- Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina
| | - Navneet Kaur
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Julia P. Wolf
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Ingrid E. Contreras
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Sarah W. Book
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Joshua P. Smith
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Colleen A. Hanlon
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina
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Ray LA, Nieto SJ, Grodin EN. Translational models of addiction phenotypes to advance addiction pharmacotherapy. Ann N Y Acad Sci 2023; 1519:118-128. [PMID: 36385614 PMCID: PMC10823887 DOI: 10.1111/nyas.14929] [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] [Indexed: 11/19/2022]
Abstract
Alcohol and substance use disorders are heterogeneous conditions with limited effective treatment options. While there have been prior attempts to classify addiction subtypes, they have not been translated into clinical practice. In an effort to better understand heterogeneity in psychiatric disorders, the National Institute for Mental Health Research Domain Criteria (RDoC) has challenged scientists to think beyond diagnostic symptoms and to consider the underlying features of psychopathology from a neuroscience-based framework. The field of addiction has grappled with this approach by considering several key constructs with the potential to capture RDoC domains. This critical review will focus on the efforts to apply translational models of addiction phenomenology in human clinical samples, including their relative strengths and weaknesses. Opportunities for forward and reverse translation are also discussed. Deep behavioral phenotyping using neuroscience-informed batteries shows promise for a better understanding of the clinical neuroscience of addiction and advancing precision medicine for alcohol and substance use disorders.
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Affiliation(s)
- Lara A. Ray
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA, USA
- Shirley & Stefan Hatos Center for Neuropharmacology, University of California at Los Angeles, Los Angeles, CA, USA
- Jane & Terry Semel Institute for Neuroscience and Human Behavior, University of California at Los Angeles, Los Angeles, CA, USA
| | - Steven J. Nieto
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Erica N. Grodin
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
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MacKillop J, Agabio R, Feldstein Ewing SW, Heilig M, Kelly JF, Leggio L, Lingford-Hughes A, Palmer AA, Parry CD, Ray L, Rehm J. Hazardous drinking and alcohol use disorders. Nat Rev Dis Primers 2022; 8:80. [PMID: 36550121 PMCID: PMC10284465 DOI: 10.1038/s41572-022-00406-1] [Citation(s) in RCA: 75] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2022] [Indexed: 12/24/2022]
Abstract
Alcohol is one of the most widely consumed psychoactive drugs globally. Hazardous drinking, defined by quantity and frequency of consumption, is associated with acute and chronic morbidity. Alcohol use disorders (AUDs) are psychiatric syndromes characterized by impaired control over drinking and other symptoms. Contemporary aetiological perspectives on AUDs apply a biopsychosocial framework that emphasizes the interplay of genetics, neurobiology, psychology, and an individual's social and societal context. There is strong evidence that AUDs are genetically influenced, but with a complex polygenic architecture. Likewise, there is robust evidence for environmental influences, such as adverse childhood exposures and maladaptive developmental trajectories. Well-established biological and psychological determinants of AUDs include neuroadaptive changes following persistent use, differences in brain structure and function, and motivational determinants including overvaluation of alcohol reinforcement, acute effects of environmental triggers and stress, elevations in multiple facets of impulsivity, and lack of alternative reinforcers. Social factors include bidirectional roles of social networks and sociocultural influences, such as public health control strategies and social determinants of health. An array of evidence-based approaches for reducing alcohol harms are available, including screening, pharmacotherapies, psychological interventions and policy strategies, but are substantially underused. Priorities for the field include translating advances in basic biobehavioural research into novel clinical applications and, in turn, promoting widespread implementation of evidence-based clinical approaches in practice and health-care systems.
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Affiliation(s)
- James MacKillop
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada.
- Homewood Research Institute, Guelph, ON, Canada.
| | - Roberta Agabio
- Department of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy
- Neuroscience Institute, Section of Cagliari, National Research Council, Cagliari, Italy
| | - Sarah W Feldstein Ewing
- Department of Psychology, University of Rhode Island, Kingston, RI, USA
- Department of Psychology and Behavioural Sciences, Centre for Alcohol and Drug Research, Aarhus University, Aarhus, Denmark
| | - Markus Heilig
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - John F Kelly
- Recovery Research Institute and Department of Psychiatry, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Lorenzo Leggio
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, Translational Addiction Medicine Branch, National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
| | - Anne Lingford-Hughes
- Division of Psychiatry, Imperial College London, London, UK
- Central North West London NHS Foundation Trust, London, UK
| | - Abraham A Palmer
- Department of Psychiatry & Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA
| | - Charles D Parry
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Lara Ray
- Departments of Psychology and Psychiatry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jürgen Rehm
- Institute for Mental Health Policy Research, Campbell Family Mental Health Research Institute, PAHO/WHO Collaborating Centre, Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health; Institute of Health Policy, Management and Evaluation; & Department of Psychiatry, University of Toronto (UofT), Toronto, Canada
- WHO European Region Collaborating Centre at Public Health Institute of Catalonia, Barcelona, Spain
- Technische Universität Dresden, Klinische Psychologie & Psychotherapie, Dresden, Germany
- Department of International Health Projects, Institute for Leadership and Health Management, I.M. Sechenov First Moscow State Medical University, Moscow, Russian Federation
- Zentrum für Interdisziplinäre Suchtforschung der Universität Hamburg (ZIS), Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany
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48
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Dieterich R, Endrass T. Neural Correlates of Cue Reactivity and the Regulation of Craving in Substance Use Disorders. ZEITSCHRIFT FUR KLINISCHE PSYCHOLOGIE UND PSYCHOTHERAPIE 2022. [DOI: 10.1026/1616-3443/a000680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Abstract. Theoretical background: Considerable progress has been made in illuminating the neural basis of the compulsive use patterns characterizing substance use disorders. It has been suggested to utilize these findings to alleviate the health burden associated with substance use. Objective: We address how neuroimaging research can provide these benefits. Methods: Based on neurobiological models of addiction, we highlight neuroimaging research elucidating neural predictors of relapse and how treatments modify these markers. Results: With the focus on cue reactivity, brain activity related to the motivational salience of drugs and automatized use behaviors can predict relapse. Cue reactivity changes with abstinence, and it remains to be determined whether such changes confer periods of critical relapse susceptibility. Conclusions: Several established and emerging interventions modulate brain activity associated with drug value. However, executive deficits in addiction may compromise interventions targeting control-related prefrontal brain areas. Lastly, it remains more difficult to change the brain responses mediating habitual behaviors.
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Affiliation(s)
- Raoul Dieterich
- Addiction Research, Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden (TU Dresden), Germany
| | - Tanja Endrass
- Addiction Research, Institute of Clinical Psychology and Psychotherapy, Faculty of Psychology, Technische Universität Dresden (TU Dresden), Germany
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49
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Garbusow M, Ebrahimi C, Riemerschmid C, Daldrup L, Rothkirch M, Chen K, Chen H, Belanger MJ, Hentschel A, Smolka MN, Heinz A, Pilhatsch M, Rapp MA. Pavlovian-to-Instrumental Transfer across Mental Disorders: A Review. Neuropsychobiology 2022; 81:418-437. [PMID: 35843212 DOI: 10.1159/000525579] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 05/13/2022] [Indexed: 11/19/2022]
Abstract
A mechanism known as Pavlovian-to-instrumental transfer (PIT) describes a phenomenon by which the values of environmental cues acquired through Pavlovian conditioning can motivate instrumental behavior. PIT may be one basic mechanism of action control that can characterize mental disorders on a dimensional level beyond current classification systems. Therefore, we review human PIT studies investigating subclinical and clinical mental syndromes. The literature prevails an inhomogeneous picture concerning PIT. While enhanced PIT effects seem to be present in non-substance-related disorders, overweight people, and most studies with AUD patients, no altered PIT effects were reported in tobacco use disorder and obesity. Regarding AUD and relapsing alcohol-dependent patients, there is mixed evidence of enhanced or no PIT effects. Additionally, there is evidence for aberrant corticostriatal activation and genetic risk, e.g., in association with high-risk alcohol consumption and relapse after alcohol detoxification. In patients with anorexia nervosa, stronger PIT effects elicited by low caloric stimuli were associated with increased disease severity. In patients with depression, enhanced aversive PIT effects and a loss of action-specificity associated with poorer treatment outcomes were reported. Schizophrenic patients showed disrupted specific but intact general PIT effects. Patients with chronic back pain showed reduced PIT effects. We provide possible reasons to understand heterogeneity in PIT effects within and across mental disorders. Further, we strengthen the importance of reliable experimental tasks and provide test-retest data of a PIT task showing moderate to good reliability. Finally, we point toward stress as a possible underlying factor that may explain stronger PIT effects in mental disorders, as there is some evidence that stress per se interacts with the impact of environmental cues on behavior by selectively increasing cue-triggered wanting. To conclude, we discuss the results of the literature review in the light of Research Domain Criteria, suggesting future studies that comprehensively assess PIT across psychopathological dimensions.
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Affiliation(s)
- Maria Garbusow
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Claudia Ebrahimi
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Carlotta Riemerschmid
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Luisa Daldrup
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Marcus Rothkirch
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Ke Chen
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Hao Chen
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany
| | - Matthew J Belanger
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany
| | - Angela Hentschel
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany
| | - Michael N Smolka
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany
| | - Andreas Heinz
- Department of Psychiatry and Neurosciences, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Berlin, Germany
| | - Maximilan Pilhatsch
- Department of Psychiatry, Technische Universität Dresden, Dresden, Germany.,Department of Psychiatry and Psychotherapy, Elblandklinikum, Radebeul, Germany
| | - Michael A Rapp
- Area of Excellence Cognitive Sciences, University of Potsdam, Potsdam, Germany
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50
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Rosenthal A, Ebrahimi C, Wedemeyer F, Romanczuk-Seiferth N, Beck A. The Treatment of Substance Use Disorders: Recent Developments and New Perspectives. Neuropsychobiology 2022; 81:451-472. [PMID: 35724634 DOI: 10.1159/000525268] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 04/28/2022] [Indexed: 11/19/2022]
Abstract
Substance-related disorders are complex psychiatric disorders that are characterized by continued consumption in spite of harmful consequences. Addiction affects various brain networks critically involved in learning, reward, and motivation, as well as inhibitory control. Currently applied therapeutic approaches aim at modification of behavior that ultimately leads to decrease of consumption or abstinence in individuals with substance use disorders. However, traditional treatment methods might benefit from recent neurobiological and cognitive neuroscientific research findings. Novel cognitive-behavioral approaches in the treatment of addictive behavior aim at enhancement of strategies to cope with stressful conditions as well as craving-inducing cues and target erroneous learning mechanisms, including cognitive bias modification, reconsolidation-based interventions, mindfulness-based interventions, virtual-reality-based cue exposure therapy as well as pharmacological augmentation strategies. This review discusses therapeutic strategies that target dysregulated neurocognitive processes associated with the development and maintenance of disordered substance use and may hold promise as effective treatments for substance-related disorders.
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Affiliation(s)
- Annika Rosenthal
- Department of Psychiatry and Neurosciences
- CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Claudia Ebrahimi
- Department of Psychiatry and Neurosciences
- CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Friederike Wedemeyer
- Department of Psychiatry and Neurosciences
- CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Nina Romanczuk-Seiferth
- Department of Psychiatry and Neurosciences
- CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Anne Beck
- Department of Psychiatry and Neurosciences
- CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,Health and Medical University, Campus Potsdam, Faculty of Health, Potsdam, Germany
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