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Kutash LA, Sayer MA, Samii MR, Rabinowitz EP, Boros A, Jensen T, Allen P, Garcia M, Delahanty DL. Questionable utility of the Montreal Cognitive Assessment (MoCA) in detecting cognitive impairment in individuals with comorbid PTSD and SUD. APPLIED NEUROPSYCHOLOGY. ADULT 2025; 32:857-868. [PMID: 37272014 DOI: 10.1080/23279095.2023.2219003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Posttraumatic stress disorder (PTSD) is frequently comorbid with substance use disorder (SUD) in individuals seeking treatment for substance use. Further, SUD and PTSD are individually associated with cognitive impairment (CI) and poor treatment outcomes. Despite the frequent use of the Montreal Cognitive Assessment (MoCA) as a screening tool for CI, the validity of the MoCA has not been established in individuals with comorbid SUD-PTSD. We assessed the criterion validity of the MoCA in 128 participants seeking inpatient medically-assisted detoxification using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) as a reference for CI. The correlation between the RBANS and MoCA was weaker in those with SUD-PTSD (r = .32) relative to SUD alone (r = .56). Receiver operating characteristic (ROC) curves demonstrated that the MoCA had moderate-to-high ability to discriminate CI in individuals with SUD alone, with an area under the ROC curve of .82 (95% CI .69-.92) and optimal cutoff score of ≤23. However, in individuals with comorbid SUD-PTSD, the ROC analysis was not significant. Results suggest that PTSD, when comorbid with SUD, reduces the criterion-related validity of the MoCA. We recommend exercising caution when classifying CI in individuals with SUD-PTSD using the MoCA and suggest reducing the cutoff score to ≤23 in order to limit the rate of false-positive CI diagnoses in SUD-PTSD populations.
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Affiliation(s)
- Lindsay A Kutash
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - MacKenzie A Sayer
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Marielle R Samii
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Emily P Rabinowitz
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | | | | | - Philip Allen
- Department of Psychology, University of Akron, Akron, OH, USA
| | - Monica Garcia
- Veterans Administration San Diego Healthcare System, CA, USA
| | - Douglas L Delahanty
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
- Northeast Ohio Medical University, Rootstown, OH, USA
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Li M, Wang Y, Liu B, Ni X, Ma Z, Li F, Yuan T, Chen H, Wu Z, Jia Q, Song L, Jin Y, Yang Q. Cross-cultural insights into internet addiction and mental health: a network analysis from China and Malawi. BMC Public Health 2025; 25:320. [PMID: 39856636 PMCID: PMC11762860 DOI: 10.1186/s12889-025-21496-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: 09/14/2024] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
BACKGROUND Internet addiction has emerged as a significant mental health issue among university students. The study aimed to compare the network structures of Internet addiction and mental health symptoms among university students in China and Malawi, which provide insights into culturally sensitive prevention and intervention strategies. METHODS Network analysis was used on two datasets: Malawi (n = 688) and China (n = 975) using the Internet Addiction Test and the Self-Reporting Questionnaire. Network estimation, centrality, bridge estimation and network comparison, were conducted using R software. RESULTS The prevalence of internet addiction and mental health was significantly higher in China than Malawi. In Malawi, the strongest edges were "school work" - "job performance" and "worthless" - "unable to play a useful part". The central nodes were "daily work suffering", "fantasize" and "lost interest". In China, the strongest edges were "neglect household" - "neglect partner" and "difficult to enjoy" - "daily work suffering". The central nodes were "trouble thinking", "unhappiness", and "unable to play a useful part". Bridge symptoms varied between the countries, with functional impairments (school work, daily work suffering and difficult to make decision) being more prominent in Malawi and emotional disturbances (daily work suffering, act annoyed and difficult to enjoy) in China. CONCLUSIONS The study highlights significant differences in the network structures of internet addiction and mental health between China and Malawi, which underscore the importance of culturally sensitive mental health interventions. In Malawi, addressing functional impairments related to academic and work performance is crucial, while in China, interventions should focus on emotional and relational aspects.
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Affiliation(s)
- Mengze Li
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Yidi Wang
- School of Humanities and Social Science, Xi'an Jiaotong University, Xi'an, China
| | - Bin Liu
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Xiaoli Ni
- School of Humanities and Social Science, Xi'an Jiaotong University, Xi'an, China
| | - Zhujing Ma
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Fengzhan Li
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Tifei Yuan
- Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Hongyi Chen
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Zhongying Wu
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Qiannan Jia
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Lei Song
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Yinchuan Jin
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China.
| | - Qun Yang
- Department of Military Medical Psychology, Air Force Medical University, Chinese People's Liberation Army (PLA), 169 West Changle Road, Xi'an, 710032, Shaanxi, China.
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De Filippis S, Martinotti G, Nicoletti F, Mastrostefano A, Trovini G, Pugliese A, Di Nicola M. Major Depression in Comorbidity with Substance use Disorders: Patients' Features and Clinical-Neurobiological Rationale of Antidepressant Treatments. Curr Neuropharmacol 2025; 23:256-275. [PMID: 39219428 PMCID: PMC11808588 DOI: 10.2174/1570159x22666240827165327] [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: 01/11/2024] [Revised: 05/09/2024] [Accepted: 05/14/2024] [Indexed: 09/04/2024] Open
Abstract
The frequent co-occurrence of major depressive disorder (MDD) and substance use disorders (SUDs) entails significant clinical challenges. Compared to patients with MDD alone, patients with MDD and SUD often show increased anhedonia, emotional blunting, and impaired cognitive function. These symptoms lead to an inability to control cravings, more substance use, increased relapse rates, and poor adherence to the treatment. This fosters a detrimental cycle leading to more severe depressive symptoms, functional impairment, and chronicity, culminating in heightened morbidity, mortality, and healthcare resource utilization. Data on antidepressant treatment of MDD-SUD patients are inconclusive and often conflicting because of a number of confounding factors in clinical trials or difficulty in dissecting the specific contributions of pharmacological versus psychological interventions in real-world studies. The patient's unique clinical features and specific SUD and MDD subtypes must be considered when choosing treatments. Ideally, drug treatment for MDD-SUD should act on both conditions and address core symptoms such as anhedonia, craving, and cognitive dysfunction while ensuring minimal emotional blunting, absence of drug interactions, and no addictive potential. This approach aims to address unmet needs and optimize the outcomes in a clinical population often underrepresented in treatment paradigms.
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Affiliation(s)
| | - Giovanni Martinotti
- Department of Neuroscience, Imaging, and Clinical Sciences, University G. D’Annunzio, Chieti, Italy
| | - Ferdinando Nicoletti
- Department of Physiology and Pharmacology, Sapienza University, Rome, Italy
- Department of Molecular Pathology, IRCCS Neuromed, Pozzilli, Italy
| | | | | | | | - Marco Di Nicola
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
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Zhu F, Kanda H, Neyama H, Wu Y, Kato S, Hu D, Duan S, Noguchi K, Watanabe Y, Kobayashi K, Dai Y, Cui Y. Modulation of Nicotine-Associated Behaviour in Rats By μ-Opioid Signals from the Medial Prefrontal Cortex to the Nucleus Accumbens Shell. Neurosci Bull 2024; 40:1826-1842. [PMID: 38850386 PMCID: PMC11625037 DOI: 10.1007/s12264-024-01230-1] [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: 11/01/2023] [Accepted: 01/08/2024] [Indexed: 06/10/2024] Open
Abstract
Nicotine addiction is a concern worldwide. Most mechanistic investigations are on nicotine substance dependence properties based on its pharmacological effects. However, no effective therapeutic treatment has been established. Nicotine addiction is reinforced by environments or habits. We demonstrate the neurobiological basis of the behavioural aspect of nicotine addiction. We utilized the conditioned place preference to establish nicotine-associated behavioural preferences (NABP) in rats. Brain-wide neuroimaging analysis revealed that the medial prefrontal cortex (mPFC) was activated and contributed to NABP. Chemogenetic manipulation of µ-opioid receptor positive (MOR+) neurons in the mPFC or the excitatory outflow to the nucleus accumbens shell (NAcShell) modulated the NABP. Electrophysiological recording confirmed that the MOR+ neurons directly regulate the mPFC-NAcShell circuit via GABAA receptors. Thus, the MOR+ neurons in the mPFC modulate the formation of behavioural aspects of nicotine addiction via direct excitatory innervation to the NAcShell, which may provide new insight for the development of effective therapeutic strategies.
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Affiliation(s)
- Feng Zhu
- Department of Anatomy and Neuroscience, Hyogo Medical University, Nishinomiya, Hyogo, 663-8501, Japan
| | - Hirosato Kanda
- School of Pharmacy, Hyogo Medical University, Kobe, Hyogo, 650-8530, Japan
| | - Hiroyuki Neyama
- RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan
| | - Yuping Wu
- RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan
| | - Shigeki Kato
- Department of Molecular Genetics, Fukushima Medical University Institute of Biomedical Sciences, Fukushima, 960-1295, Japan
| | - Di Hu
- RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan
| | - Shaoqi Duan
- Department of Anatomy and Neuroscience, Hyogo Medical University, Nishinomiya, Hyogo, 663-8501, Japan
| | - Koichi Noguchi
- Department of Anatomy and Neuroscience, Hyogo Medical University, Nishinomiya, Hyogo, 663-8501, Japan
| | - Yasuyoshi Watanabe
- RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan
| | - Kazuto Kobayashi
- Department of Molecular Genetics, Fukushima Medical University Institute of Biomedical Sciences, Fukushima, 960-1295, Japan
| | - Yi Dai
- Department of Anatomy and Neuroscience, Hyogo Medical University, Nishinomiya, Hyogo, 663-8501, Japan.
| | - Yilong Cui
- Department of Anatomy and Neuroscience, Hyogo Medical University, Nishinomiya, Hyogo, 663-8501, Japan.
- Laboratory for Brain-Gut Homeostasis, Hyogo Medical University, Nishinomiya, Hyogo, 663-8501, Japan.
- RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan.
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Stringfield SJ, Kirschmann EK, Torregrossa MM. Working Memory Performance Predicts, but Does Not Reduce, Cocaine and Cannabinoid Seeking in Adult Male Rats. Int J Neuropsychopharmacol 2024; 27:pyae048. [PMID: 39373213 PMCID: PMC11969218 DOI: 10.1093/ijnp/pyae048] [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: 05/28/2024] [Accepted: 10/03/2024] [Indexed: 10/08/2024] Open
Abstract
BACKGROUND Cognitive deficits reflecting impaired executive function are commonly associated with psychiatric disorders, including substance use. Cognitive training is proposed to improve treatment outcomes for these disorders by promoting neuroplasticity within the prefrontal cortex, enhancing executive control, and mitigating cognitive decline due to drug use. Additionally, brain derived neurotrophic factor (BDNF) can facilitate plasticity in the prefrontal cortex and reduce drug-seeking behaviors. We investigated whether working memory training could elevate BDNF levels in the prefrontal cortex and if this training would predict or protect against cocaine or cannabinoid seeking. METHODS Adult male rats were trained to perform a "simple" or "complex" version of a delayed-match-to-sample working memory task. Rats then self-administered cocaine or the synthetic cannabinoid WIN55,212-2 and were tested for cued drug seeking during abstinence. Tissue from the prefrontal cortex and dorsal hippocampus was analyzed for BDNF protein expression. RESULTS Training on the working memory task enhanced endogenous BDNF protein levels in the prelimbic prefrontal cortex but not the dorsal hippocampus. Working memory training did not impact self-administration of either drug but predicted the extent of WIN self-administration and cocaine seeking during abstinence. CONCLUSIONS These results suggest that working memory training promotes endogenous BDNF but does not alter drug-seeking or drug-taking behavior. However, individual differences in cognitive performance before drug exposure may predict vulnerability to future drug use.
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Affiliation(s)
- Sierra J Stringfield
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Erin K Kirschmann
- Department of Psychology and Counseling, Immaculata University, Immaculata, Pennsylvania, USA
| | - Mary M Torregrossa
- Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Pratelli M, Hakimi AM, Thaker A, Jang H, Li HQ, Godavarthi SK, Lim BK, Spitzer NC. Drug-induced change in transmitter identity is a shared mechanism generating cognitive deficits. Nat Commun 2024; 15:8260. [PMID: 39327428 PMCID: PMC11427679 DOI: 10.1038/s41467-024-52451-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] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 09/04/2024] [Indexed: 09/28/2024] Open
Abstract
Cognitive deficits are long-lasting consequences of drug use, yet the convergent mechanism by which classes of drugs with different pharmacological properties cause similar deficits is unclear. We find that both phencyclidine and methamphetamine, despite differing in their targets in the brain, cause the same glutamatergic neurons in the medial prefrontal cortex of male mice to gain a GABAergic phenotype and decrease expression of their glutamatergic phenotype. Suppressing drug-induced gain of GABA with RNA-interference prevents appearance of memory deficits. Stimulation of dopaminergic neurons in the ventral tegmental area is necessary and sufficient to produce this gain of GABA. Drug-induced prefrontal hyperactivity drives this change in transmitter identity. Returning prefrontal activity to baseline, chemogenetically or with clozapine, reverses the change in transmitter phenotype and rescues the associated memory deficits. This work reveals a shared and reversible mechanism that regulates the appearance of cognitive deficits upon exposure to different drugs.
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Affiliation(s)
- Marta Pratelli
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA.
- Kavli Institute for Brain and Mind, University of California San Diego, La Jolla, CA, 92093-0955, USA.
| | - Anna M Hakimi
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA
- Kavli Institute for Brain and Mind, University of California San Diego, La Jolla, CA, 92093-0955, USA
| | - Arth Thaker
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA
- Kavli Institute for Brain and Mind, University of California San Diego, La Jolla, CA, 92093-0955, USA
| | - Hyeonseok Jang
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA
| | - Hui-Quan Li
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA
- Kavli Institute for Brain and Mind, University of California San Diego, La Jolla, CA, 92093-0955, USA
| | - Swetha K Godavarthi
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA
- Kavli Institute for Brain and Mind, University of California San Diego, La Jolla, CA, 92093-0955, USA
| | - Byung Kook Lim
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA
| | - Nicholas C Spitzer
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior, University of California San Diego, La Jolla, CA, 92093-0955, USA.
- Kavli Institute for Brain and Mind, University of California San Diego, La Jolla, CA, 92093-0955, USA.
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Aşut G, Alıcı YH, Ceran S, Danışman M, Şahiner ŞY. Affective neuroscience personality traits in opioid use disorder patients: The relationship with earlier onset of substance use, the severity of addiction, and motivational factors to quit opiate use. Brain Behav 2024; 14:e70050. [PMID: 39317980 PMCID: PMC11422171 DOI: 10.1002/brb3.70050] [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: 06/04/2024] [Revised: 08/20/2024] [Accepted: 08/25/2024] [Indexed: 09/26/2024] Open
Abstract
INTRODUCTION This study aims to explore the relationship between affective personality traits and opioid use disorder (OUD), including factors such as motivation to quit, addiction severity, and age of onset of drug use. METHODS This study included 141 patients with opioid addiction (OAP) and 160 age- and sex-matched healthy controls (HC). OAP were interviewed and diagnosed according to DSM-5 criteria. HC were screened for past or current drug use. Participants completed sociodemographic forms and the Affective Neuroscience Personality Scale (ANPS), and the OAP group also completed the Addiction Profile Index (API). RESULTS SEEK, PLAY, and SADNESS were identified as different affective personality traits between OAP and HC groups. Addiction severity was positively correlated with SADNESS and ANGER, while the age of onset of drug use was correlated with ANGER. Risk factors for OA include family history of substance abuse, low education, and low PLAY scores, whereas risk factors for earlier substance use onset are childhood trauma and high ANGER scores. CONCLUSIONS This study highlights the importance of understanding affective personality traits in OUD. These findings may deepen our understanding of the underlying mechanisms of OUD. The identification of these affective systems may have implications for the development of personalized prevention and treatment strategies.
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Affiliation(s)
- Gonca Aşut
- Department of Psychiatry, Başkent University Faculty of Medicine, Ankara, Turkey
| | | | - Selvi Ceran
- Department of Psychiatry, Başkent University Faculty of Medicine, Ankara, Turkey
| | - Mustafa Danışman
- Department of Psychiatry, Ankara Training and Research Hospital Alcohol and Drug Addiction Treatment Centre, Ankara, Turkey
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Maurage P, Rolland B, Pitel AL, D'Hondt F. Five Challenges in Implementing Cognitive Remediation for Patients with Substance Use Disorders in Clinical Settings. Neuropsychol Rev 2024; 34:974-984. [PMID: 37843739 DOI: 10.1007/s11065-023-09623-1] [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: 02/02/2023] [Accepted: 10/02/2023] [Indexed: 10/17/2023]
Abstract
Many patients with substance use disorders (SUDs) present cognitive deficits, which are associated with clinical outcomes. Neuropsychological remediation might help rehabilitate cognitive functions in these populations, hence improving treatment effectiveness. Nardo and colleagues (Neuropsychology Review, 32, 161-191, 2022) reviewed 32 studies applying cognitive remediation for patients with SUDs. They underlined the heterogeneity and lack of quality of studies in this research field but concluded that cognitive remediation remains a promising tool for addictive disorders. We capitalize on the insights of this review to identify the key barriers that currently hinder the practical implementation of cognitive remediation in clinical settings. We outline five issues to be addressed, namely, (1) the integration of cognitive remediation in clinical practices; (2) the selection criteria and individual factors to consider; (3) the timing to be followed; (4) the priority across trained cognitive functions; and (5) the generalization of the improvements obtained. We finally propose that cognitive remediation should not be limited to classical cognitive functions but should also be extended toward substance-related biases and social cognition, two categories of processes that are also involved in the emergence and persistence of SUDs.
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Affiliation(s)
- Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-La-Neuve, Belgium.
- Faculté de Psychologie, Place du Cardinal Mercier, 10, B-1348, Louvain-La-Neuve, Belgium.
| | - Benjamin Rolland
- Service Universitaire d'Addictologie de Lyon (SUAL), Hospices Civils de Lyon, CH Le Vinatier, Lyon, France & PSYR, CRNL, INSERM U1028, CNRS UMR5292, UCBL1, Lyon, France
| | - Anne-Lise Pitel
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
| | - Fabien D'Hondt
- Univ. Lille, Inserm, CHU Lille, U1172-LilNCog-Lille Neuroscience & Cognition, Lille, France
- Centre National de Ressources Et de Résilience Lille-Paris (CN2R), Lille, France
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Johansen AN, Acuff SF, Strickland JC. Human laboratory models of reward in substance use disorder. Pharmacol Biochem Behav 2024; 241:173803. [PMID: 38843997 PMCID: PMC11223959 DOI: 10.1016/j.pbb.2024.173803] [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: 03/02/2024] [Revised: 04/30/2024] [Accepted: 06/01/2024] [Indexed: 06/15/2024]
Abstract
Human laboratory models in substance use disorder provide a key intermediary step between highly controlled and mechanistically informative non-human preclinical methods and clinical trials conducted in human populations. Much like preclinical models, the variety of human laboratory methods provide insights into specific features of substance use disorder rather than modelling the diverse causes and consequences simultaneously in a single model. This narrative review provides a discussion of popular models of reward used in human laboratory research on substance use disorder with a focus on the specific contributions that each model has towards informing clinical outcomes (forward translation) and analogs within preclinical models (backward translation). Four core areas of human laboratory research are discussed: drug self-administration, subjective effects, behavioral economics, and cognitive and executive function. Discussion of common measures and models used, the features of substance use disorder that these methods are purported to evaluate, unique issues for measure validity and application, and translational links to preclinical models and special considerations for studies wishing to evaluate homology across species is provided.
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Affiliation(s)
| | - Samuel F Acuff
- Recovery Research Institute, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD 21224, USA.
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Zhang X, Huang M, Yu Y, Zhong X, Dai S, Dai Y, Jiang C. Is Transcranial Direct Current Stimulation Effective for Cognitive Dysfunction in Substance Use Disorders? A Systematic Review. Brain Sci 2024; 14:754. [PMID: 39199449 PMCID: PMC11352984 DOI: 10.3390/brainsci14080754] [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: 06/14/2024] [Revised: 07/13/2024] [Accepted: 07/25/2024] [Indexed: 09/01/2024] Open
Abstract
Patients with substance use disorders (SUDs) often suffer from cognitive dysfunction (CD), affecting their quality of life and daily functioning. Current treatments, including pharmacotherapy and psychotherapy, have limited efficacy and notable side effects. Transcranial direct current stimulation (tDCS), a non-invasive technique that modulates cortical activity, shows promise in improving cognitive function with minimal side effects and low cost, and could potentially serve as a valuable adjunct to existing therapies. This systematic review aims to evaluate the literature on the effectiveness of tDCS for CD in SUD patients to inform clinical practice and future research. Following PRISMA guidelines, the review includes studies that used tDCS for SUD-related CD. The criteria for inclusion encompassed participants aged 18 and older with a diagnosis of SUD, the use of tDCS (either conventional or high-definition), control groups receiving sham stimulation or no intervention, and cognitive outcome measures for substance-related cognitive function using validated tools. Databases searched were Ovid MEDLINE, PubMed, Web of Science, Embase, Scopus, and PsycINFO, with specific keywords. Twenty-two studies met the criteria, suggesting tDCS can improve cognitive functions in SUD patients, though results varied. Effectiveness may depend on the brain area targeted, stimulation parameters, task requirements, and individual differences. tDCS shows potential in treating SUD-related CD, but further research is needed to optimize stimulation protocols and address study variability. Future studies should use functional magnetic resonance imaging to explore the brain mechanisms by which tDCS improves cognitive function in SUDs and focus on larger, long-term trials to confirm efficacy and refine tDCS treatment parameters.
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Affiliation(s)
- Xinbi Zhang
- The Center of Neuroscience and Sports, Capital University of Physical Education and Sports, Beijing 100191, China; (X.Z.)
- School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing 100191, China
| | - Mingming Huang
- The Center of Neuroscience and Sports, Capital University of Physical Education and Sports, Beijing 100191, China; (X.Z.)
- School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing 100191, China
| | - Ying Yu
- Key Laboratory of Sport Training of General Administration of Sport of China, Beijing Sport University, Beijing 100084, China
- Sports, Exercise and Brain Sciences Laboratory, Beijing Sport University, Beijing 100084, China
| | - Xiaoke Zhong
- The Center of Neuroscience and Sports, Capital University of Physical Education and Sports, Beijing 100191, China; (X.Z.)
- School of Physical Education and Sport Science, Fujian Normal University, No. 18, Wulongjiang Middle Avenue, Shangjie Town, Minhou County, Fuzhou 350108, China
| | - Shengyu Dai
- The Center of Neuroscience and Sports, Capital University of Physical Education and Sports, Beijing 100191, China; (X.Z.)
- School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing 100191, China
| | - Yuanfu Dai
- The Center of Neuroscience and Sports, Capital University of Physical Education and Sports, Beijing 100191, China; (X.Z.)
- School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing 100191, China
| | - Changhao Jiang
- The Center of Neuroscience and Sports, Capital University of Physical Education and Sports, Beijing 100191, China; (X.Z.)
- School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing 100191, China
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Stringfield SJ, Kirschmann EK, Torregrossa MM. Working memory performance predicts, but does not reduce, cocaine- and cannabinoid-seeking in adult male rats. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.28.596305. [PMID: 38853853 PMCID: PMC11160613 DOI: 10.1101/2024.05.28.596305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Background Cognitive deficits reflecting impaired executive function are commonly associated with psychiatric disorders, including substance use. Cognitive training is proposed to improve treatment outcomes for these disorders by promoting neuroplasticity within the prefrontal cortex, enhancing executive control, and mitigating cognitive decline due to drug use. Additionally, brain derived neurotrophic factor (BDNF) can facilitate plasticity in the prefrontal cortex and reduce drug-seeking behaviors. We investigated whether working memory training could elevate BDNF levels in the prefrontal cortex and if this training would predict or protect against cocaine or cannabinoid seeking. Methods Adult male rats were trained to perform a 'simple' or 'complex' version of a delayed- match-to-sample working memory task. Rats then self-administered cocaine or the synthetic cannabinoid WIN55,212-2 and were tested for cued drug-seeking during abstinence. Tissue from the prefrontal cortex and dorsal hippocampus was analyzed for BDNF protein expression. Results Training on the working memory task enhanced endogenous BDNF protein levels in the prelimbic prefrontal cortex but not the dorsal hippocampus. Working memory training did not impact self-administration of either drug but predicted the extent of WIN self-administration and cocaine seeking during abstinence. Conclusions These results suggest that working memory training promotes endogenous BDNF but does not alter drug-seeking or drug-taking behavior. However, individual differences in cognitive performance prior to drug exposure may predict vulnerability to future drug use.
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12
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Salling MC, Pleil KE. A Little "Re-Cognition" Goes a Long Way for Pro-Cognitive Therapeutics in Alcohol Studies. J Pharmacol Exp Ther 2024; 389:254-257. [PMID: 38772715 PMCID: PMC11776431 DOI: 10.1124/jpet.123.002058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 01/02/2024] [Indexed: 05/23/2024] Open
Affiliation(s)
- Michael C Salling
- Department of Cell Biology and Anatomy, Louisiana State University Health Sciences Center, New Orleans, Louisiana (M.C.S.); and Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, New York (K.E.P.)
| | - Kristen E Pleil
- Department of Cell Biology and Anatomy, Louisiana State University Health Sciences Center, New Orleans, Louisiana (M.C.S.); and Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, New York (K.E.P.)
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13
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Sonbol HM, Sabri Y, Shahda M, Shouman EA. Evaluation of the executive functions and quality of life in a sample of Egyptian male adolescents with substance use disorder: A case-control study. DISCOVER MENTAL HEALTH 2024; 4:7. [PMID: 38436797 PMCID: PMC10912384 DOI: 10.1007/s44192-024-00060-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND Adolescent substance use is a major problem that has serious medical, psychological, and legal consequences later in life. Substance use disorder is closely linked to deficits in executive functions. Impaired executive functions (EFs) have been linked to all stages of the substance use disorder (SUD) life cycle, increasing the likelihood of commencing use, escalating use more quickly, and increasing the likelihood of relapsing following treatment. The current study aimed at evaluating of the executive functions and quality of life in a sample of adolescent Egyptian males with substance use disorder. RESULTS A significantly higher mean Trail Making Test-A, B (TMT-A and TMT-B) scores among studied cases than the control group (equals lower executive functions) with a mean score of TMT-A is 74.38 versus 63.2 among controls and for TMT-B; the mean score for control is 97.22 versus 142.04 among cases. A statistically significant difference between the case and control groups on all quality of life scores measuring the following domains: general health and well-being, physical health, psychological health, social interactions, and the environment, also there has been a negative correlation between TMT-A and the environmental domain (r = - 0.279) and TMT-B with the same variable (r = - 0.414). CONCLUSIONS Substance use disorders are a major health problem among youth. Deficits in executive functions are strongly associated with adolescent substance use. The more affected executive functions are associated with more affected quality of life of these patients.
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Affiliation(s)
| | - Youmna Sabri
- Department of Psychiatry, Faculty of Medicine-Mansoura University, El-Mansoura, Egypt
| | - Mohamed Shahda
- Department of Psychiatry, Faculty of Medicine-Mansoura University, El-Mansoura, Egypt
| | - Eman Abdallah Shouman
- Department of Psychiatry, Faculty of Medicine-Mansoura University, El-Mansoura, Egypt
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14
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Young L, Esagoff AI, Reisch A, Bernick CB, Peters ME, Narapareddy BR. Cocaine history and impulsiveness in professional boxers and mixed martial arts fighters. Am J Addict 2024; 33:92-95. [PMID: 37670433 DOI: 10.1111/ajad.13479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 09/07/2023] Open
Abstract
BACKGROUND/OBJECTIVES Impulsiveness is linked to cocaine history (CH) in the general population and greater fight exposure in professional fighters. Among fighters, no previous studies have quantified CH or investigated its relationship with impulsiveness. METHODS Adjusted multivariable regressions were utilized to examine the relationship between CH and impulsiveness in 335 fighters from the Professional Fighters Brain Health Study. RESULTS Twenty percent of fighters reported CH. CH was significantly associated with impulsiveness overall and on three subscales. DISCUSSION/CONCLUSION Cocaine's prevalence and significant association with impulsiveness in fighters merit further study. SCIENTIFIC SIGNIFICANCE We quantify CH and demonstrate its significant association with impulsiveness in professional fighters for the first time.
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Affiliation(s)
- Lisa Young
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Aaron I Esagoff
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anne Reisch
- University of Connecticut School of Medicine, Farmington, Connecticut, USA
| | - Charles B Bernick
- Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, Nevada, USA
| | - Matthew E Peters
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Bharat R Narapareddy
- University of Connecticut School of Medicine, Farmington, Connecticut, USA
- Institute of Living, Hartford Hospital, Hartford, Connecticut, USA
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15
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Pratelli M, Hakimi AM, Thaker A, Li HQ, Godavarthi SK, Spitzer NC. Drug-induced change in transmitter identity is a shared mechanism generating cognitive deficits. RESEARCH SQUARE 2023:rs.3.rs-3689243. [PMID: 38168375 PMCID: PMC10760249 DOI: 10.21203/rs.3.rs-3689243/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Cognitive deficits are a long-lasting consequence of drug use, yet the convergent mechanism by which classes of drugs with different pharmacological properties cause similar deficits is unclear. We find that both phencyclidine and methamphetamine, despite differing in their targets in the brain, cause the same glutamatergic neurons in the medial prefrontal cortex to gain a GABAergic phenotype and decrease their expression of the vesicular glutamate transporter. Suppressing the drug-induced gain of GABA with RNA-interference prevents the appearance of memory deficits. Stimulation of dopaminergic neurons in the ventral tegmental area is necessary and sufficient to produce this gain of GABA. Drug-induced prefrontal hyperactivity drives this change in transmitter identity. Returning prefrontal activity to baseline, chemogenetically or with clozapine, reverses the change in transmitter phenotype and rescues the associated memory deficits. The results reveal a shared and reversible mechanism that regulates the appearance of cognitive deficits upon exposure to different drugs.
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Affiliation(s)
- Marta Pratelli
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior; University of California San Diego; La Jolla, California, 92093-0955; USA
- Kavli Institute for Brain and Mind; University of California San Diego; La Jolla, California, 92093-0955; USA
| | - Anna M. Hakimi
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior; University of California San Diego; La Jolla, California, 92093-0955; USA
- Kavli Institute for Brain and Mind; University of California San Diego; La Jolla, California, 92093-0955; USA
| | - Arth Thaker
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior; University of California San Diego; La Jolla, California, 92093-0955; USA
- Kavli Institute for Brain and Mind; University of California San Diego; La Jolla, California, 92093-0955; USA
| | - Hui-quan Li
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior; University of California San Diego; La Jolla, California, 92093-0955; USA
- Kavli Institute for Brain and Mind; University of California San Diego; La Jolla, California, 92093-0955; USA
| | - Swetha K. Godavarthi
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior; University of California San Diego; La Jolla, California, 92093-0955; USA
- Kavli Institute for Brain and Mind; University of California San Diego; La Jolla, California, 92093-0955; USA
| | - Nicholas C. Spitzer
- Neurobiology Department, School of Biological Sciences and Center for Neural Circuits and Behavior; University of California San Diego; La Jolla, California, 92093-0955; USA
- Kavli Institute for Brain and Mind; University of California San Diego; La Jolla, California, 92093-0955; USA
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16
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Ariesen AMD, Neubert JH, Gaastra GF, Tucha O, Koerts J. Risky Decision-Making in Adults with Alcohol Use Disorder-A Systematic and Meta-Analytic Review. J Clin Med 2023; 12:jcm12082943. [PMID: 37109278 PMCID: PMC10143407 DOI: 10.3390/jcm12082943] [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: 03/13/2023] [Revised: 04/11/2023] [Accepted: 04/14/2023] [Indexed: 04/29/2023] Open
Abstract
Alcohol use disorder (AUD) forms a major health concern and is the most common substance use disorder worldwide. The behavioural and cognitive deficits associated with AUD have often been related to impairments in risky decision-making. The aim of this study was to examine the magnitude and type of risky decision-making deficits of adults with AUD, as well as to explore the potential mechanisms behind these deficits. To this end, existing literature comparing risky decision-making task performance of an AUD group to a control group (CG) was systematically searched and analysed. A meta-analysis was performed to address overall effects. In total, 56 studies were included. In the majority of studies (i.e., 68%), the performance of the AUD group(s) deviated from the CG(s) on one or more of the adopted tasks, which was confirmed by a small to medium pooled effect size (Hedges' g = 0.45). This review therefore provides evidence of increased risk taking in adults with AUD as compared to CGs. The increased risk taking may be due to deficits in affective and deliberative decision-making. Making use of ecologically valid tasks, future research should investigate whether risky decision-making deficits predate and/or are consequential to the addiction of adults with AUD.
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Affiliation(s)
- Akke-Marij D Ariesen
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
| | - Julia H Neubert
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
| | - Geraldina F Gaastra
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
| | - Oliver Tucha
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Rostock, 18147 Rostock, Germany
- Department of Psychology, Maynooth University, National University of Ireland, W23 F2K8 Maynooth, Ireland
| | - Janneke Koerts
- Department of Clinical and Developmental Neuropsychology, University of Groningen, 9712 TS Groningen, The Netherlands
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17
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Brown AR, Branthwaite HE, Farahbakhsh ZZ, Mukerjee S, Melugin PR, Song K, Noamany H, Siciliano CA. Structured tracking of alcohol reinforcement (STAR) for basic and translational alcohol research. Mol Psychiatry 2023; 28:1585-1598. [PMID: 36849824 PMCID: PMC10208967 DOI: 10.1038/s41380-023-01994-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 01/26/2023] [Accepted: 02/07/2023] [Indexed: 03/01/2023]
Abstract
There is inherent tension between methodologies developed to address basic research questions in model species and those intended for preclinical to clinical translation: basic investigations require flexibility of experimental design as hypotheses are rapidly tested and revised, whereas preclinical models emphasize standardized protocols and specific outcome measures. This dichotomy is particularly relevant in alcohol research, which spans a diverse range of basic sciences in addition to intensive efforts towards understanding the pathophysiology of alcohol use disorder (AUD). To advance these goals there is a great need for approaches that facilitate synergy across basic and translational areas of nonhuman alcohol research. In male and female mice, we establish a modular alcohol reinforcement paradigm: Structured Tracking of Alcohol Reinforcement (STAR). STAR provides a robust platform for quantitative assessment of AUD-relevant behavioral domains within a flexible framework that allows direct crosstalk between translational and mechanistically oriented studies. To achieve cross-study integration, despite disparate task parameters, a straightforward multivariate phenotyping analysis is used to classify subjects based on propensity for heightened alcohol consumption and insensitivity to punishment. Combining STAR with extant preclinical alcohol models, we delineate longitudinal phenotype dynamics and reveal putative neuro-biomarkers of heightened alcohol use vulnerability via neurochemical profiling of cortical and brainstem tissues. Together, STAR allows quantification of time-resolved biobehavioral processes essential for basic research questions simultaneous with longitudinal phenotyping of clinically relevant outcomes, thereby providing a framework to facilitate cohesion and translation in alcohol research.
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Affiliation(s)
- Alex R Brown
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Hannah E Branthwaite
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Zahra Z Farahbakhsh
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Snigdha Mukerjee
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Patrick R Melugin
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Keaton Song
- Department of Pharmacology, Vanderbilt Brain Institute, Vanderbilt Center for Addiction Research, Vanderbilt University, Nashville, TN, 37232, USA
| | - Habiba Noamany
- Department of Neurobiology, Harvard Medical School, Boston, MA, 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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18
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Kendler KS, Ohlsson H, Sundquist J, Sundquist K. Cross-Lagged Analyses Across Middle-Adulthood of the Bidirectional Associations Between Substance Use Disorders and Psychosocial Dysfunction. J Stud Alcohol Drugs 2023; 84:185-197. [PMID: 36971769 PMCID: PMC10171247 DOI: 10.15288/jsad.22-00156] [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: 10/18/2022] [Accepted: 01/04/2023] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE We sought to clarify the causal nature of the bidirectional associations in adulthood between substance use disorder (SUD) and psychosocial dysfunction (PSD). METHOD As assessed from National Swedish registers, SUD is measured by alcohol use disorder (AUD) and drug use disorder (DUD) and PSD by unemployment (UN), low income (LI), and high community deprivation (HCD). A cross-lagged structural equation model from ages 31 to 48 is applied to the native Swedish population born 1960-1980 and residing in Sweden at age 29 followed through 2017 (n = 2,283,330), excluding individuals with prior SUD and PSD. RESULTS All models fitted well. Focusing on the cross-lagged paths, across sexes, substances, and forms of PSD, parameter estimates for the SUD to PSD paths consistently exceeded those for the parallel PSD to SUD paths. SUD to PSD paths were nearly all statistically significant. Although the UN to SUD and LI to SUD paths were usually significant, most HCD to SUD paths were not. The differences between the UN to SUD and SUD to UN paths grew larger with increasing age, whereas the opposite pattern was seen for the HCD to SUD and SUD to HCD paths. CONCLUSIONS Across sexes, forms of SUD, and dimensions of PSD, in a fully parametrized and good-fitting cross-lagged model of middle adult life, a diagnosis of SUD consistently predicted future PSD whereas PSD often but not always predicted future SUD. The SUD to PSD paths were consistently larger than the parallel PSD to SUD paths. Our results suggest a bidirectional causal relationship between SUD and PSD across adulthood, driven largely, but not entirely, by the negative effects of SUD on future psychosocial functioning.
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Affiliation(s)
- Kenneth S. Kendler
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia
- Department of Psychiatry, Virginia Commonwealth University, Richmond, Virginia
| | - Henrik Ohlsson
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
| | - Jan Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kristina Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
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19
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Duan R, Jing L, Li Y, Gong Z, Yao Y, Wang W, Zhang Y, Cheng J, Peng Y, Li L, Jia Y. Altered Global Signal Topography in Alcohol Use Disorders. Front Aging Neurosci 2022; 14:803780. [PMID: 35250540 PMCID: PMC8888878 DOI: 10.3389/fnagi.2022.803780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 01/24/2022] [Indexed: 12/15/2022] Open
Abstract
The most common symptom of patients with alcohol use disorders (AUD) is cognitive impairment that negatively affects abstinence. Presently, there is a lack of indicators for early diagnosis of alcohol-related cognitive impairment (ARCI). We aimed to assess the cognitive deficits in AUD patients with the help of a specific imaging marker for ARCI. Data-driven dynamic and static global signal topography (GST) methods were applied to explore the cross-talks between local and global neuronal activities in the AUD brain. Twenty-six ARCI, 54 AUD without cognitive impairment (AUD-NCI), and gender/age-matched 40 healthy control (HC) subjects were recruited for this study. We found that there was no significant difference with respect to voxel-based morphometry (VBM) and static GST between AUD-NCI and ARCI groups. And in dynamic GST measurements, the AUD-NCI patients had the highest coefficient of variation (CV) at the right insula, followed by ARCI and the HC subjects. In precuneus, the order was reversed. There was no significant correlation between the dynamic GST and behavioral scores or alcohol consumption. These results suggested that dynamic GST might have potential implications in understanding AUD pathogenesis and disease management.
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Affiliation(s)
- Ranran Duan
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lijun Jing
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yanfei Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhe Gong
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yaobing Yao
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weijian Wang
- Department of Magnetic Resonance Imaging, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Engineering Technology Research Center for Detection and Application of Brain Function of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Magnetic Resonance and Brain Function of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Brain Function and Cognitive Magnetic Resonance Imaging of Zhengzhou, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yong Zhang
- Department of Magnetic Resonance Imaging, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Engineering Technology Research Center for Detection and Application of Brain Function of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Magnetic Resonance and Brain Function of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Brain Function and Cognitive Magnetic Resonance Imaging of Zhengzhou, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jingliang Cheng
- Department of Magnetic Resonance Imaging, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Engineering Technology Research Center for Detection and Application of Brain Function of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Magnetic Resonance and Brain Function of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Brain Function and Cognitive Magnetic Resonance Imaging of Zhengzhou, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ying Peng
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Li Li
- Department of Anesthesiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- *Correspondence: Li Li Yanjie Jia
| | - Yanjie Jia
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Li Li Yanjie Jia
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20
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Garavito DMN, Bjork JM. Impulsivity and Reflective Thinking in Veterans Seeking Care for Substance Use Disorder. Subst Use Misuse 2022; 57:1563-1571. [PMID: 35819091 DOI: 10.1080/10826084.2022.2096237] [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] [Indexed: 10/17/2022]
Abstract
Objective: Substance use disorder (SUD) is a major public health crisis, with increased overdose deaths in the past decade. This has coincided with a tremendous amount of research on those who misuse substances. However, extensive research on SUD vulnerability characteristics such as impulsivity may be complemented by research on theoretically relevant aspects of cognition. The Cognitive Reflection Test (CRT) was designed to measure a person's ability to subdue quick, intuitive decisions to reflect or deliberate. To some decision making theorists, this measure may help explain why some people are better able to inhibit "gut reactions" than others. Methods: We recruited 140 veterans from a Veterans Affairs medical center; 91 of whom were receiving SUD treatment. Participants completed the CRT and a measure of trait impulsivity (the UPPS-P). We ran planned ANCOVAs assessing differences in the number of correct answers on the CRT and the proportion of errors that were intuitive. Results: Participants who were receiving treatment gave significantly fewer correct, reflective answers on the CRT compared to controls. However, there were no significant differences in the proportion of errors that were due to intuitive responses. These findings did not change when controlling for age and/or trait impulsivity. Conclusion: Those suffering from SUD may exhibit cognitive deficits that do not stem from intuitive thinking. These deficits may, in turn, exacerbate issues arising from elevated impulsivity. Additional research which better incorporates decision making theory may be invaluable in providing clinically-relevant results and positive public health outcomes.
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Affiliation(s)
- David M N Garavito
- Department of Veterans Affairs, Mental Health Service, Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia, USA
| | - James M Bjork
- Department of Veterans Affairs, Mental Health Service, Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia, USA
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21
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Phillips TJ, Aldrich SJ. Peri-adolescent exposure to (meth)amphetamine in animal models. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2021; 161:1-51. [PMID: 34801166 PMCID: PMC9134876 DOI: 10.1016/bs.irn.2021.06.011] [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] [Indexed: 11/24/2022]
Abstract
Experimentation with psychoactive drugs is often initiated in the peri-adolescent period, but knowledge of differences in the outcomes of peri-adolescent- vs adult-initiated exposure is incomplete. We consider the existing animal research in this area for (meth)amphetamines. Established for a number of phenotypes, is lower sensitivity of peri-adolescents than adults to acute effects of (meth)amphetamines, including neurotoxic effects of binge-level exposure. More variable are data for long-term consequences of peri-adolescent exposure on motivational and cognitive traits. Moreover, investigations often exclude an adult-initiated exposure group critical for answering questions about outcomes unique to peri-adolescent initiation. Despite this, it is clear from the animal research that (meth)amphetamine exposure during the peri-adolescent period, whether self- or other-administered, impacts brain motivational circuitry and cognitive function, and alters adult sensitivity to other drugs and natural rewards. Such consequences occurring in humans have the potential to predispose toward unfortunate and potentially disastrous family, social and livelihood outcomes.
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Affiliation(s)
- T J Phillips
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States; Veterans Affairs Portland Health Care System, Portland, OR, United States.
| | - S J Aldrich
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States
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22
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Wang LJ, Mu LL, Ren ZX, Tang HJ, Wei YD, Wang WJ, Song PP, Zhu L, Ling Q, Gao H, Zhang L, Song X, Wei HF, Chang LX, Wei T, Wang YJ, Zhao W, Wang Y, Liu LY, Zhou YD, Zhou RD, Xu HS, Jiao DL. Predictive Role of Executive Function in the Efficacy of Intermittent Theta Burst Transcranial Magnetic Stimulation Modalities for Treating Methamphetamine Use Disorder-A Randomized Clinical Trial. Front Psychiatry 2021; 12:774192. [PMID: 34925101 PMCID: PMC8674464 DOI: 10.3389/fpsyt.2021.774192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 11/02/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Repetitive transcranial magnetic stimulation (rTMS) has therapeutic effects on craving in methamphetamine (METH) use disorder (MUD). The chronic abuse of METH causes impairments in executive function, and improving executive function reduces relapse and improves treatment outcomes for drug use disorder. The purpose of this study was to determine whether executive function helped predict patients' responses to rTMS treatment. Methods: This study employed intermittent theta burst stimulation (iTBS) rTMS modalities and observed their therapeutic effects on executive function and craving in MUD patients. MUD patients from an isolated Drug Rehabilitation Institute in China were chosen and randomly allocated to the iTBS group and sham-stimulation group. All participants underwent the Behavior Rating Inventory of Executive Function - Adult Version Scale (BRIEF-A) and Visual Analog Scales (VAS) measurements. Sixty-five healthy adults matched to the general condition of MUD patients were also recruited as healthy controls. Findings: Patients with MUD had significantly worse executive function. iTBS groups had better treatment effects on the MUD group than the sham-stimulation group. Further Spearman rank correlation and stepwise multivariate regression analysis revealed that reduction rates of the total score of the BRIEF-A and subscale scores of the inhibition factor and working memory factor in the iTBS group positively correlated with improvements in craving. ROC curve analysis showed that working memory (AUC = 87.4%; 95% CI = 0.220, 0.631) and GEC (AUC = 0.761%; 95% CI = 0.209, 0.659) had predictive power to iTBS therapeutic efficacy. The cutoff values are 13.393 and 59.804, respectively. Conclusions: The iTBS rTMS had a better therapeutic effect on the executive function of patients with MUD, and the improved executive function had the potential to become a predictor for the efficacy of iTBS modality for MUD treatment. Clinical Trial Registration: ClinicalTrials.gov, identifier: ChiCTR2100046954.
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Affiliation(s)
- Li-Jin Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Lin-Lin Mu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Zi-Xuan Ren
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Hua-Jun Tang
- Compulsory Isolated Drug Rehabilitation Center, Bengbu, China
| | - Ya-Dong Wei
- Compulsory Isolated Drug Rehabilitation Center, Bengbu, China
| | - Wen-Juan Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Pei-Pei Song
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Lin Zhu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Qiang Ling
- Compulsory Isolated Drug Rehabilitation Center, Bengbu, China
| | - He Gao
- Compulsory Isolated Drug Rehabilitation Center, Bengbu, China
| | - Lei Zhang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Xun Song
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Hua-Feng Wei
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Lei-Xin Chang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Tao Wei
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Yu-Jing Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Wei Zhao
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Yan Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Lu-Ying Liu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Yi-Ding Zhou
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Rui-Dong Zhou
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Hua-Shan Xu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Dong-Liang Jiao
- School of Mental Health, Bengbu Medical College, Bengbu, China
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