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Anderson NE, Maurer JM, Stephenson D, Harenski K, Caldwell M, Van Rybroek G, Kiehl KA. Striatal brain volume linked to severity of substance use in high-risk incarcerated youth. Dev Psychopathol 2025; 37:966-975. [PMID: 38738358 DOI: 10.1017/s0954579424000804] [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] [Indexed: 05/14/2024]
Abstract
Substance use disorders among juveniles are a major public health concern and are often intertwined with other psychosocial risk factors including antisocial behavior. Identifying etiological risks and mechanisms promoting substance use disorders remains a high priority for informing more focused interventions in high-risk populations. The present study examined brain gray matter structure in relation to substance use severity among n = 152 high-risk, incarcerated boys (aged 14-20). Substance use severity was positively associated with gray matter volume across several frontal/striatal brain regions including amygdala, pallidum, putamen, insula, and orbitofrontal cortex. Effects were apparent when using voxel-based-morphometric analysis, as well as in whole-brain, data-driven, network-based approaches (source-based morphometry). These findings support the hypothesis that elevated gray matter volume in striatal reward circuits may be an endogenous marker for vulnerability to severe substance use behaviors among youth.
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Affiliation(s)
| | | | | | | | - Michael Caldwell
- Mendota Mental Health Institute, Madison, WI, USA
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Greg Van Rybroek
- Mendota Mental Health Institute, Madison, WI, USA
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Kent A Kiehl
- The Mind Research Network, Albuquerque, NM, USA
- Department of Psychology, University of New Mexico, Albuquerque, NM, USA
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2
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Nikolic M, Cox SML, Jaworska N, Castellanos‐Ryan N, Dagher A, Vitaro F, Brendgen M, Parent S, Boivin M, Côté S, Tremblay RE, Séguin JR, Leyton M. A multimodal neuroimaging study of youth at risk for substance use disorders: Functional magnetic resonance imaging and [ 18F]fallypride positron emission tomography. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2025; 49:332-344. [PMID: 39725679 PMCID: PMC11828974 DOI: 10.1111/acer.15511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 11/25/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND Adolescent alcohol use is the norm, but only some develop a substance use disorder. The increased risk might reflect heightened mesocorticolimbic responses to reward-related cues but results published to date have been inconsistent. METHODS Young social drinkers (age 18.5 ± 0.6 y.o.) who have been followed since birth were recruited from high- versus low-risk trajectories based on externalizing (EXT) behavioral traits. All had functional magnetic resonance imaging (fMRI) scans to measure mesocorticolimbic responses to alcohol, juice, and water cues (High EXT: 20F/10M; Low EXT: 15F/12M). Most had positron emission tomography (PET) [18F]fallypride scans to measure brain regional dopamine D2 receptor availabilities (n = 47). RESULTS Compared with the low EXT group, high EXT participants reported larger subjective responses to the alcohol and juice cues (vs. water). Despite this, a main effect of group was not seen for brain activation responses to the alcohol and juice cues. Instead, low EXT participants exhibited higher mesocorticolimbic activations to alcohol than juice, whereas these activations did not differ in the high EXT group. Across all participants, alcohol (vs. water) blood oxygen level-dependent (BOLD) responses in the striatum and amygdala were associated with midbrain [18F]fallypride BPND values. CONCLUSION Young social drinkers at high versus low risk for substance use disorders did not exhibit larger mesocorticolimbic BOLD activations to alcohol-related cues and their responses poorly differentiated alcohol from juice. These observations raise the possibility that (i) diminished mesocorticolimbic BOLD differentiations between reward-related cues might be a marker of increased risk for substance use disorders, and (ii) previously reported large BOLD responses to drug-related cues in people with substance use disorders might better identify the disease than pre-existing vulnerability.
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Affiliation(s)
- Maja Nikolic
- Integrated Program in NeuroscienceMcGill UniversityMontrealQuebecCanada
| | | | - Natalia Jaworska
- Department of Cellular and Molecular MedicineUniversity of OttawaOttawaOntarioCanada
- Institute of Mental Health ResearchUniversity of OttawaOttawaOntarioCanada
| | | | - Alain Dagher
- Department of Neurology & Neurosurgery, Montreal Neurological InstituteMcGill UniversityMontrealQuebecCanada
| | - Frank Vitaro
- School of PsychoeducationUniversité de MontréalMontrealQuebecCanada
- Azrieli Research Center of the CHU Ste‐JustineMontrealQuebecCanada
| | - Mara Brendgen
- Azrieli Research Center of the CHU Ste‐JustineMontrealQuebecCanada
- Department of PsychologyUniversité de Québec à MontréalMontrealQuebecCanada
| | - Sophie Parent
- School of PsychoeducationUniversité de MontréalMontrealQuebecCanada
| | - Michel Boivin
- Department of PsychologyUniversité LavalQuebecQuebecCanada
- Institute of Genetic, Neurobiological and Social Foundations of Child DevelopmentTomsk State UniversityTomskRussia
| | - Sylvana Côté
- Azrieli Research Center of the CHU Ste‐JustineMontrealQuebecCanada
- Department of Social & Preventative MedicineUniversité de MontréalMontrealQuebecCanada
| | - Richard E. Tremblay
- School of PsychoeducationUniversité de MontréalMontrealQuebecCanada
- Department of PediatricsUniversité de MontréalMontrealQuebecCanada
- Department of PsychologyUniversité de MontréalMontrealQuebecCanada
- School of Public Health and Sports ScienceUniversity College DublinDublinIreland
- INSERM, U669ParisFrance
| | - Jean R. Séguin
- Azrieli Research Center of the CHU Ste‐JustineMontrealQuebecCanada
- Department of Psychiatry and AddictologyUniversité de MontréalMontrealQuebecCanada
| | - Marco Leyton
- Integrated Program in NeuroscienceMcGill UniversityMontrealQuebecCanada
- Department of PsychiatryMcGill UniversityMontrealQuebecCanada
- Department of Neurology & Neurosurgery, Montreal Neurological InstituteMcGill UniversityMontrealQuebecCanada
- Center for Studies in Behavioral NeurobiologyConcordia UniversityMontrealQuebecCanada
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3
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Cservenka A, Azma S. Neural correlates associated with a family history of alcohol use disorder: A narrative review of recent findings. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2025; 49:62-80. [PMID: 39552054 DOI: 10.1111/acer.15488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 10/22/2024] [Indexed: 11/19/2024]
Abstract
A family history of alcohol use disorder (AUD) is associated with a significantly increased risk of developing AUD in one's lifetime. The previously reviewed literature suggests there are structural and functional neurobiological markers associated with familial AUD, but to our knowledge, no recent review has synthesized the latest findings across neuroimaging studies in this at-risk population. For this narrative review, we conducted keyword searches in electronic databases to find cross-sectional and longitudinal studies (2015-present) that used magnetic resonance imaging (MRI), diffusion tensor imaging, task-based functional MRI (fMRI), and/or resting state functional connectivity MRI. These studies were used to identify gray matter, white matter, and brain activity markers of risk and resilience in family history positive (FHP) individuals with a family history of AUD. FHP individuals have greater early adolescent thinning of executive functioning (frontal lobe) regions; however, some studies have reported null effects or greater gray matter volume and thickness relative to family history negative (FHN) peers without familial AUD. FHP individuals also have white matter microstructure alterations, such as reduced integrity of fronto-striatal pathways. Recent fMRI studies have found greater inhibitory control activity in FHP individuals, while reward-related findings are mixed. A growing interest in identifying intrinsic connectivity differences between FHP and FHN individuals has emerged in recent years. Familial AUD is related to both structural and functional brain alterations. Research should continue to focus on (1) longitudinal analyses with larger samples, (2) assessment of personal substance use and prenatal exposure to alcohol, (3) the effects of comorbid familial psychopathology, (4) examination of sex-specific markers of risk and resilience, (5) neural predictors of alcohol use initiation, and (6) brain-behavior relationships. These efforts would aid the design of neurobiologically informed prevention and intervention efforts focused on this at-risk population.
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Affiliation(s)
| | - Sheeva Azma
- Seeds of Science, New York City, New York, USA
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4
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Blum K, Ashford JW, Kateb B, Sipple D, Braverman E, Dennen CA, Baron D, Badgaiyan R, Elman I, Cadet JL, Thanos PK, Hanna C, Bowirrat A, Modestino EJ, Yamamoto V, Gupta A, McLaughlin T, Makale M, Gold MS. Dopaminergic dysfunction: Role for genetic & epigenetic testing in the new psychiatry. J Neurol Sci 2023; 453:120809. [PMID: 37774561 DOI: 10.1016/j.jns.2023.120809] [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: 07/17/2021] [Revised: 08/02/2023] [Accepted: 09/11/2023] [Indexed: 10/01/2023]
Abstract
Reward Deficiency Syndrome (RDS), particularly linked to addictive disorders, costs billions of dollars globally and has resulted in over one million deaths in the United States (US). Illicit substance use has been steadily rising and in 2021 approximately 21.9% (61.2 million) of individuals living in the US aged 12 or older had used illicit drugs in the past year. However, only 1.5% (4.1 million) of these individuals had received any substance use treatment. This increase in use and failure to adequately treat or provide treatment to these individuals resulted in 106,699 overdose deaths in 2021 and increased in 2022. This article presents an alternative non-pharmaceutical treatment approach tied to gene-guided therapy, the subject of many decades of research. The cornerstone of this paradigm shift is the brain reward circuitry, brain stem physiology, and neurotransmitter deficits due to the effects of genetic and epigenetic insults on the interrelated cascade of neurotransmission and the net release of dopamine at the Ventral Tegmental Area -Nucleus Accumbens (VTA-NAc) reward site. The Genetic Addiction Risk Severity (GARS) test and pro-dopamine regulator nutraceutical KB220 were combined to induce "dopamine homeostasis" across the brain reward circuitry. This article aims to encourage four future actionable items: 1) the neurophysiologically accurate designation of, for example, "Hyperdopameism /Hyperdopameism" to replace the blaming nomenclature like alcoholism; 2) encouraging continued research into the nature of dysfunctional brainstem neurotransmitters across the brain reward circuitry; 3) early identification of people at risk for all RDS behaviors as a brain check (cognitive testing); 4) induction of dopamine homeostasis using "precision behavioral management" along with the coupling of GARS and precision Kb220 variants; 5) utilization of promising potential treatments include neuromodulating modalities such as Transmagnetic stimulation (TMS) and Deep Brain Stimulation(DBS), which target different areas of the neural circuitry involved in addiction and even neuroimmune agents like N-acetyl-cysteine.
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Affiliation(s)
- Kenneth Blum
- Division of Addiction Research & Education, Center for Exercise, Sports and Mental Health, Western University Health Sciences, Pomona, CA, USA; The Kenneth Blum Behavioral & Neurogenetic Institute, LLC., Austin, TX, USA; Department of Molecular Biology and Adelson School of Medicine, Ariel University, Ariel, Israel.
| | - J Wesson Ashford
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA; War Related Illness & Injury Study Center, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Babak Kateb
- Brain Mapping Foundation, Los Angeles, CA, USA; National Center for Nanobioelectronic, Los Angeles, CA, USA; Brain Technology and Innovation Park, Los Angeles, CA, USA
| | | | - Eric Braverman
- The Kenneth Blum Behavioral & Neurogenetic Institute, LLC., Austin, TX, USA
| | - Catherine A Dennen
- Department of Family Medicine, Jefferson Health Northeast, Philadelphia, PA, USA
| | - David Baron
- Division of Addiction Research & Education, Center for Exercise, Sports and Mental Health, Western University Health Sciences, Pomona, CA, USA
| | - Rajendra Badgaiyan
- Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, San Antonio, TX, USA; Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
| | - Igor Elman
- Center for Pain and the Brain (PAIN Group), Department of Anesthesiology, Critical Care & Pain Medicine, Boston Children's Hospital, Waltham, MA, USA; Cambridge Health Alliance, Harvard Medical School, Cambridge, MA, USA
| | - Jean Lud Cadet
- Molecular Neuropsychiatry Research Branch, NIH National Institute on Drug Abuse, Bethesda, MD, USA
| | - Panayotis K Thanos
- Department of Psychology & Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Colin Hanna
- Department of Psychology & Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Abdalla Bowirrat
- Department of Molecular Biology and Adelson School of Medicine, Ariel University, Ariel, Israel
| | | | - Vicky Yamamoto
- Brain Mapping Foundation, Los Angeles, CA, USA; National Center for Nanobioelectronic, Los Angeles, CA, USA; Brain Technology and Innovation Park, Los Angeles, CA, USA; Society for Brain Mapping and Therapeutics, Los Angeles, CA, USA; USC-Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | | | - Thomas McLaughlin
- Division of Reward Deficiency Research, Reward Deficiency Syndrome Clinics of America, Austin, TX, USA
| | - Mlan Makale
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA, USA
| | - Mark S Gold
- Department of Psychiatry, Washington College of Medicine, St. Louis, MO, USA
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Gilley ED, Bowirrat A, Gupta A, Giordano J, A Dennen C, R Braverman E, D Badgaiyan R, McLaughlin T, Baron D, Blum K. The Future is Now for Precision Genomic Addiction Medicine as a Frontline Modality for Inducing "Dopamine Homeostasis" in Reward Deficiency Syndrome (RDS). Curr Pharm Biotechnol 2023; 25:CPB-EPUB-131252. [PMID: 37102488 DOI: 10.2174/1389201024666230427111117] [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: 09/01/2022] [Revised: 01/27/2023] [Accepted: 02/06/2023] [Indexed: 04/28/2023]
Abstract
INTRODUCTION In this genomic era of addiction medicine, ideal treatment planning begins with genetic screening to determine neurogenetic antecedents of the Reward Deficiency Syndrome (RDS) phenotype. Patients suffering from endotype addictions, both substance and behavioral, and other mental health/comorbid disorders that share the neurobiological commonality of dopamine dysfunction, are ideal candidates for RDS solutions that facilitate dopamine homeostasis, addressing the cause, rather than symptoms. OBJECTIVE Our goal is to promote the interplay of molecular biology and recovery as well as provide evidence linked to RDS and its scientific basis to primary care physicians and others. METHODS This was an observational case study with a retrospective chart review in which an RDS treatment plan that utilized Genetic Addiction Risk Severity (GARS) analysis to evaluate neurogenetic challenges was used in order to develop appropriate short- and long-term pharmaceutical and nutraceutical interventions. RESULTS A Substance Use Disorder (SUD) treatment-resistant patient was successfully treated utilizing the GARS test and RDS science. CONCLUSION The RDS Solution Focused Brief Therapy (RDS-SFBT) and the RDS Severity of Symptoms Scale (SOS) may provide clinicians with a useful tool for establishing neurological balance and helping patients to achieve self-efficacy, self-actualization, and prosperity.
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Affiliation(s)
- Elizabeth D Gilley
- The Elle Foundation, West Palm Beach, Florida, FL, USA
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
| | - Abdalla Bowirrat
- Department of Molecular Biology and Adelson School of Medicine, Ariel University, Ariel, Israel
| | | | - John Giordano
- The National Institute of Holistic & Addiction Studies, North Miami Beach, FL, USA
| | - Catherine A Dennen
- Department of Family Medicine, Jefferson Health Northeast, Philadelphia, PA, USA
| | - Eric R Braverman
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry, Mt. Sinai University School of Medicine, NYC, NY, USA
- Department of Psychiatry, Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
| | - Thomas McLaughlin
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
| | - David Baron
- Division of Addiction Research & Education, Center for Psychiatry, Medicine, Primary Care (Office of Provost), Western University Health Sciences, Pomona, CA, USA
| | - Kenneth Blum
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
- The National Institute of Holistic & Addiction Studies, North Miami Beach, FL, USA
- Division of Addiction Research & Education, Center for Psychiatry, Medicine, Primary Care (Office of Provost), Western University Health Sciences, Pomona, CA, USA
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6
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Musial MPM, Beck A, Rosenthal A, Charlet K, Bach P, Kiefer F, Vollstädt-Klein S, Walter H, Heinz A, Rothkirch M. Reward Processing in Alcohol-Dependent Patients and First-Degree Relatives: Functional Brain Activity During Anticipation of Monetary Gains and Losses. Biol Psychiatry 2023; 93:546-557. [PMID: 35863919 DOI: 10.1016/j.biopsych.2022.05.024] [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: 11/19/2021] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND According to the reward deficiency syndrome and allostatic hypotheses, hyposensitivity of mesocorticolimbic regions to non-alcohol-related stimuli predisposes to dependence or is long-lastingly enhanced by chronic substance use. To date, no study has directly compared mesocorticolimbic brain activity during non-drug reward anticipation between alcohol-dependent, at risk, and healthy subjects. METHODS Seventy-five abstinent alcohol-dependent human subjects (mean abstinence duration 957.66 days), 62 healthy first-degree relatives of alcohol-dependent individuals, and 76 healthy control subjects without family history of alcohol dependence performed a monetary incentive delay task. Functional magnetic resonance imaging data of the anticipation phase were analyzed, during which visual cues predicted that fast response to a target would result in monetary gain, avoidance of monetary loss, or a neutral outcome. RESULTS During gain anticipation, there were no significant group differences. During loss anticipation, abstinent alcohol-dependent subjects showed lower activity in the left anterior insula compared with healthy control subjects without family history of alcohol dependence only (Montreal Neurological Institute [MNI] -25 19 -5; t206 = 4.17, familywise error corrected p = .009). However, this effect was no longer significant when age was included as a covariate. There were no group differences between abstinent alcohol-dependent subjects and healthy first-degree relatives or between healthy first-degree relatives and healthy control subjects during loss anticipation, respectively. CONCLUSIONS Neither the neural reward deficiency syndrome nor the allostatic hypotheses are supported by the results. Future studies should investigate whether the incentive salience hypothesis allows for more accurate predictions regarding mesocorticolimbic brain activity of subjects with alcohol dependence and healthy individuals during reward and loss anticipation and further examine the neural substrates underlying a predisposition to dependence.
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Affiliation(s)
- Milena P M Musial
- Charité - Universitätsmedizin Berlin, corporate member of Freie and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences
- CCM, Berlin, Germany.
| | - Anne Beck
- Charité - Universitätsmedizin Berlin, corporate member of Freie and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences
- CCM, Berlin, Germany; Health and Medical University, Campus Potsdam, Faculty of Health, Potsdam, Germany
| | - Annika Rosenthal
- Charité - Universitätsmedizin Berlin, corporate member of Freie and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences
- CCM, Berlin, Germany
| | - Katrin Charlet
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Patrick Bach
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, University of Heidelberg, Mannheim, Germany
| | - Falk Kiefer
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, University of Heidelberg, Mannheim, Germany; Mannheim Center for Translational Neurosciences, Medical Faculty of Mannheim, Heidelberg University, Mannheim, Germany
| | - Sabine Vollstädt-Klein
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, Medical Faculty of Mannheim, University of Heidelberg, Mannheim, Germany; Mannheim Center for Translational Neurosciences, Medical Faculty of Mannheim, Heidelberg University, Mannheim, Germany
| | - Henrik Walter
- Charité - Universitätsmedizin Berlin, corporate member of Freie and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences
- CCM, Berlin, Germany
| | - Andreas Heinz
- Charité - Universitätsmedizin Berlin, corporate member of Freie and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences
- CCM, Berlin, Germany
| | - Marcus Rothkirch
- Charité - Universitätsmedizin Berlin, corporate member of Freie and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences
- CCM, Berlin, Germany
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Jarcho JM, Wyngaarden JB, Johnston CR, Quarmley M, Smith DV, Cassidy CM. Substance Abuse in Emerging Adults: The Role of Neuromelanin and Ventral Striatal Response to Social and Monetary Rewards. Brain Sci 2022; 12:352. [PMID: 35326308 PMCID: PMC8946041 DOI: 10.3390/brainsci12030352] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/17/2022] [Accepted: 03/03/2022] [Indexed: 11/30/2022] Open
Abstract
Perturbations in dopamine system function may increase risk of substance use disorder (SUD). We recently demonstrated that neuromelanin (NM) MRI signal in the substantia nigra, a non-invasive index of dopamine system function, is elevated in long term cocaine users (Cassidy et al., 2020). However, it is unclear whether elevated NM-MRI signal is linked to risk of SUD, or is a byproduct of long-term drug use. Our prior work failed to show relations between NM-MRI signal and functional engagement of ventral striatum during a monetary reward task. However, social experiences are commonly linked to drug use and relapse. Given that, NM-MRI signal may be more closely linked to ventral striatal engagement during social, rather than monetary reward processing. Emerging adults (n = 33, 21.88 ± 4.35 years) with varying levels of substance abuse, but without SUD, underwent NM-MRI and fMRI during social and monetary reward processing tasks. Voxelwise analysis within the substantia nigra (SN) demonstrated lower NM-MRI signal was associated with more severe substance abuse. Lower right ventral striatal engagement to social reward was also associated with more severe substance abuse. This relation was moderated by SN NM-MRI signal such that diminished striatal response to reward was associated with greater substance abuse among those with low NM-MRI signal, but lower substance abuse among those with high NM-MRI signal. Unexpectedly, higher right ventral striatal engagement during monetary reward was associated with more severe substance abuse. This relation was moderated by SN NM-MRI signal such that greater striatal response to reward was associated with greater substance abuse among those with low NM-MRI signal. Taken together, we provide preliminary evidence that, in emerging adults, low rather than high dopamine system function may increase risk of substance abuse, and strengthen the association between substance use and the brain's sensitivity to social and monetary outcomes in different ways.
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Affiliation(s)
- Johanna M. Jarcho
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA; (J.B.W.); (C.R.J.); (M.Q.); (D.V.S.)
| | - James B. Wyngaarden
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA; (J.B.W.); (C.R.J.); (M.Q.); (D.V.S.)
| | - Camille R. Johnston
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA; (J.B.W.); (C.R.J.); (M.Q.); (D.V.S.)
| | - Megan Quarmley
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA; (J.B.W.); (C.R.J.); (M.Q.); (D.V.S.)
| | - David V. Smith
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA; (J.B.W.); (C.R.J.); (M.Q.); (D.V.S.)
| | - Clifford M. Cassidy
- University of Ottawa Institute of Mental Health Research, Affiliated with The Royal, Ottawa, ON K1Z 8N3, Canada;
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Bart CP, Titone MK, Ng TH, Nusslock R, Alloy LB. Neural reward circuit dysfunction as a risk factor for bipolar spectrum disorders and substance use disorders: A review and integration. Clin Psychol Rev 2021; 87:102035. [PMID: 34020138 DOI: 10.1016/j.cpr.2021.102035] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Revised: 03/13/2021] [Accepted: 04/28/2021] [Indexed: 01/08/2023]
Abstract
Bipolar spectrum disorders (BSDs) and substance use disorders (SUDs) are associated with neural reward dysfunction. However, it is unclear what pattern of neural reward function underlies pre-existing vulnerability to BSDs and SUDs, or whether neural reward function explains their high co-occurrence. The current paper provides an overview of the separate literatures on neural reward sensitivity in BSDs and SUDs. We provide a systematic review of 35 studies relevant to identifying neural reward function vulnerability to BSDs and SUDs. These studies include those examining neural reward processing on a monetary reward task with prospective designs predicting initial onset of SUDs, familial risk studies that examine unaffected offspring or first-degree relatives of family members with BSDs or SUDs, and studies that examine individuals with BSDs or SUDs who are not currently in an episode of the disorder. Findings from the review highlight that aberrant responding and connectivity across neural regions associated with reward and cognitive control confers risk for the development of BSDs and SUDs. Discussion focuses on limitations of the extant literature. We conclude with an integration and theoretical model for understanding how aberrant neural reward responding may constitute a vulnerability to the development of both BSDs and SUDs.
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Affiliation(s)
- Corinne P Bart
- Department of Psychology, Temple University, Philadelphia, PA, United States of America
| | - Madison K Titone
- Department of Psychology, Temple University, Philadelphia, PA, United States of America
| | - Tommy H Ng
- Department of Psychology, Temple University, Philadelphia, PA, United States of America
| | - Robin Nusslock
- Department of Psychology, Northwestern University, Evanston, IL, United States of America
| | - Lauren B Alloy
- Department of Psychology, Temple University, Philadelphia, PA, United States of America.
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9
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Subtypes of inhibitory and reward activation associated with substance use variation in adolescence: A latent profile analysis of brain imaging data. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2021; 21:1101-1114. [PMID: 33973159 DOI: 10.3758/s13415-021-00907-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/19/2021] [Indexed: 11/08/2022]
Abstract
The present study identified subgroups based on inhibitory and reward activation, two key neural functions involved in risk-taking behavior, and then tested the extent to which subgroup differences varied by age, sex, behavioral and familial risk, and substance use. Participants were 145 young adults (18-21 years old; 40.0% female) from the Michigan Longitudinal Study. Latent profile analysis (LPA) was used to establish subgroups using task-based brain activations. Demographic and substance use differences between subgroups were then examined in logistic regression analyses. Whole-brain task activations during a functional magnetic resonance imaging go/no-go task and monetary incentive delay task were used to identify beta weights as input for LPA modeling. A four-class model showed the best fit with the data. Subgroups were categorized as: (1) low inhibitory activation/moderate reward activation (39.7%), (2) moderate inhibitory activation/low reward activation (22.7%), (3) moderate inhibitory activation/high reward activation (25.2%), and (4) high inhibitory activation/high reward activation (12.4%). Compared with the other subgroups, Class 2 was older, less likely to have parental alcohol use disorder, and had less alcohol use. Class 4 was the youngest and had greater marijuana use. Classes 1 and 3 did not differ significantly from the other subgroups. These findings demonstrate that LPA applied to brain activations can be used to identify distinct neural profiles that may explain heterogeneity in substance use outcomes and may inform more targeted substance use prevention and intervention efforts.
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10
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Oswald LM, Dunn KE, Seminowicz DA, Storr CL. Early Life Stress and Risks for Opioid Misuse: Review of Data Supporting Neurobiological Underpinnings. J Pers Med 2021; 11:315. [PMID: 33921642 PMCID: PMC8072718 DOI: 10.3390/jpm11040315] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/09/2021] [Accepted: 04/13/2021] [Indexed: 01/02/2023] Open
Abstract
A robust body of research has shown that traumatic experiences occurring during critical developmental periods of childhood when neuronal plasticity is high increase risks for a spectrum of physical and mental health problems in adulthood, including substance use disorders. However, until recently, relatively few studies had specifically examined the relationships between early life stress (ELS) and opioid use disorder (OUD). Associations with opioid use initiation, injection drug use, overdose, and poor treatment outcome have now been demonstrated. In rodents, ELS has also been shown to increase the euphoric and decrease antinociceptive effects of opioids, but little is known about these processes in humans or about the neurobiological mechanisms that may underlie these relationships. This review aims to establish a theoretical model that highlights the mechanisms by which ELS may alter opioid sensitivity, thereby contributing to future risks for OUD. Alterations induced by ELS in mesocorticolimbic brain circuits, and endogenous opioid and dopamine neurotransmitter systems are described. The limited but provocative evidence linking these alterations with opioid sensitivity and risks for OUD is presented. Overall, the findings suggest that better understanding of these mechanisms holds promise for reducing vulnerability, improving prevention strategies, and prescribing guidelines for high-risk individuals.
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Affiliation(s)
- Lynn M. Oswald
- Department of Family and Community Health, University of Maryland School of Nursing, Baltimore, MD 21201, USA;
| | - Kelly E. Dunn
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21230, USA;
| | - David A. Seminowicz
- Department of Neural and Pain Sciences, School of Dentistry, University of Maryland, Baltimore, MD 21201, USA;
- Center to Advance Chronic Pain Research, University of Maryland, Baltimore, MD 21201, USA
| | - Carla L. Storr
- Department of Family and Community Health, University of Maryland School of Nursing, Baltimore, MD 21201, USA;
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11
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Impulsivity traits and neurocognitive mechanisms conferring vulnerability to substance use disorders. Neuropharmacology 2020; 183:108402. [PMID: 33189766 DOI: 10.1016/j.neuropharm.2020.108402] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/30/2020] [Accepted: 11/10/2020] [Indexed: 01/11/2023]
Abstract
Impulsivity - the tendency to act without sufficient consideration of potential consequences in pursuit of short-term rewards - is a vulnerability marker for substance use disorders (SUD). Since impulsivity is a multifaceted construct, which encompasses trait-related characteristics and neurocognitive mechanisms, it is important to ascertain which of these aspects are significant contributors to SUD susceptibility. In this review, we discuss how different trait facets, cognitive processes and neuroimaging indices underpinning impulsivity contribute to the vulnerability to SUD. We reviewed studies that applied three different approaches that can shed light on the role of impulsivity as a precursor of substance use related problems (versus a consequence of drug effects): (1) longitudinal studies, (2) endophenotype studies including non-affected relatives of people with SUD, and (3) clinical reference groups-based comparisons, i.e., between substance use and behavioural addictive disorders. We found that, across different methodologies, the traits of non-planning impulsivity and affect-based impulsivity and the cognitive processes involved in reward-related valuation are consistent predictors of SUD vulnerability. These aspects are associated with the structure and function of the medial orbitofrontal-striatal system and hyperexcitability of dopamine receptors in this network. The field still needs more theory-driven, comprehensive studies that simultaneously assess the different aspects of impulsivity in relation to harmonised SUD-related outcomes. Furthermore, future studies should investigate the impact of impulsivity-related vulnerabilities on novel patterns of substance use such as new tobacco and cannabinoid products, and the moderating impact of changes in social norms and lifestyles on the link between impulsivity and SUD. This article is part of the special issue on 'Vulnerabilities to Substance Abuse'.
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12
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Lai D, Wetherill L, Bertelsen S, Carey CE, Kamarajan C, Kapoor M, Meyers JL, Anokhin AP, Bennett DA, Bucholz KK, Chang KK, De Jager PL, Dick DM, Hesselbrock V, Kramer J, Kuperman S, Nurnberger JI, Raj T, Schuckit M, Scott DM, Taylor RE, Tischfield J, Hariri AR, Edenberg HJ, Agrawal A, Bogdan R, Porjesz B, Goate AM, Foroud T. Genome-wide association studies of alcohol dependence, DSM-IV criterion count and individual criteria. GENES, BRAIN, AND BEHAVIOR 2019; 18:e12579. [PMID: 31090166 PMCID: PMC6612573 DOI: 10.1111/gbb.12579] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 04/19/2019] [Accepted: 05/11/2019] [Indexed: 01/04/2023]
Abstract
Genome-wide association studies (GWAS) of alcohol dependence (AD) have reliably identified variation within alcohol metabolizing genes (eg, ADH1B) but have inconsistently located other signals, which may be partially attributable to symptom heterogeneity underlying the disorder. We conducted GWAS of DSM-IV AD (primary analysis), DSM-IV AD criterion count (secondary analysis), and individual dependence criteria (tertiary analysis) among 7418 (1121 families) European American (EA) individuals from the Collaborative Study on the Genetics of Alcoholism (COGA). Trans-ancestral meta-analyses combined these results with data from 3175 (585 families) African-American (AA) individuals from COGA. In the EA GWAS, three loci were genome-wide significant: rs1229984 in ADH1B for AD criterion count (P = 4.16E-11) and Desire to cut drinking (P = 1.21E-11); rs188227250 (chromosome 8, Drinking more than intended, P = 6.72E-09); rs1912461 (chromosome 15, Time spent drinking, P = 1.77E-08). In the trans-ancestral meta-analysis, rs1229984 was associated with multiple phenotypes and two additional loci were genome-wide significant: rs61826952 (chromosome 1, DSM-IV AD, P = 8.42E-11); rs7597960 (chromosome 2, Time spent drinking, P = 1.22E-08). Associations with rs1229984 and rs18822750 were replicated in independent datasets. Polygenic risk scores derived from the EA GWAS of AD predicted AD in two EA datasets (P < .01; 0.61%-1.82% of variance). Identified novel variants (ie, rs1912461, rs61826952) were associated with differential central evoked theta power (loss - gain; P = .0037) and reward-related ventral striatum reactivity (P = .008), respectively. This study suggests that studying individual criteria may unveil new insights into the genetic etiology of AD liability.
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Affiliation(s)
- Dongbing Lai
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Leah Wetherill
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Sarah Bertelsen
- Department of Neuroscience, Icahn School of Medicine at Mt.
Sinai, New York, NY
| | - Caitlin E. Carey
- BRAIN Lab, Department of Psychological and Brain Sciences,
Washington University School of Medicine, St. Louis, MO
| | - Chella Kamarajan
- Henri Begleiter Neurodynamics Lab, Department of
Psychiatry, State University of New York, Downstate Medical Center, Brooklyn,
NY
| | - Manav Kapoor
- Department of Neuroscience, Icahn School of Medicine at Mt.
Sinai, New York, NY
| | - Jacquelyn L. Meyers
- Henri Begleiter Neurodynamics Lab, Department of
Psychiatry, State University of New York, Downstate Medical Center, Brooklyn,
NY
| | - Andrey P. Anokhin
- Department of Psychiatry, Washington University School of
Medicine, St. Louis, MO
| | - David A. Bennett
- Rush Alzheimer's Disease Center, Rush University
Medical Center, Chicago, IL
| | - Kathleen K. Bucholz
- Department of Psychiatry, Washington University School of
Medicine, St. Louis, MO
| | - Katharine K. Chang
- BRAIN Lab, Department of Psychological and Brain Sciences,
Washington University School of Medicine, St. Louis, MO
| | - Philip L. De Jager
- Departments of Neurology and Psychiatry, Brigham and
Women's Hospital, Boston, MA
| | - Danielle M. Dick
- Department of Psychology, Virginia Commonwealth University,
Richmond, VA
| | | | - John Kramer
- Department of Psychiatry, Roy Carver College of Medicine,
University of Iowa, Iowa City, IA
| | - Samuel Kuperman
- Department of Psychiatry, Roy Carver College of Medicine,
University of Iowa, Iowa City, IA
| | - John I. Nurnberger
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
- Department of Psychiatry, Indiana University School of
Medicine, Indianapolis, IN
| | - Towfique Raj
- Department of Neuroscience, Icahn School of Medicine at Mt.
Sinai, New York, NY
| | - Marc Schuckit
- Department of Psychiatry, University of California, San
Diego Medical School, San Diego, CA
| | - Denise M. Scott
- Departments of Pediatrics and Human Genetics, Howard
University, Washington, DC
| | | | | | - Ahmad R. Hariri
- Laboratory of NeuroGenetics, Department of Psychology and
Neuroscience, Duke University, Durham, NC, USA
| | - Howard J. Edenberg
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
- Department of Biochemistry and Molecular Biology, Indiana
University School of Medicine, Indianapolis, IN
| | - Arpana Agrawal
- Department of Psychiatry, Washington University School of
Medicine, St. Louis, MO
| | - Ryan Bogdan
- BRAIN Lab, Department of Psychological and Brain Sciences,
Washington University School of Medicine, St. Louis, MO
| | - Bernice Porjesz
- Henri Begleiter Neurodynamics Lab, Department of
Psychiatry, State University of New York, Downstate Medical Center, Brooklyn,
NY
| | - Alison M. Goate
- Department of Neuroscience, Icahn School of Medicine at Mt.
Sinai, New York, NY
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
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13
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Alfimova MV, Kondratyev NV, Tomyshev AS, Lebedeva IS, Lezheiko TV, Kaleda VG, Abramova LI, Golimbet VE. Effects of a GWAS-Supported Schizophrenia Variant in the DRD2 Locus on Disease Risk, Anhedonia, and Prefrontal Cortical Thickness. J Mol Neurosci 2019; 68:658-666. [PMID: 31054090 DOI: 10.1007/s12031-019-01324-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 04/22/2019] [Indexed: 10/26/2022]
Abstract
The study aimed to confirm the association of the schizophrenia genome-wide association study (GWAS) hit rs2514218 located near the DRD2 gene with the risk of the disease and to investigate the relationships between rs2514218 and schizophrenia-related clinical and neuroimaging phenotypes. Genotypes at the rs2514218 site were determined for 2148 schizophrenia spectrum patients and 1273 control subjects from the Russian population. In subsets of subjects, we assessed symptomatic dimensions using the Positive and Negative Syndrome Scale (n = 1651) and Temporal Experience of Pleasure Scale (n = 471). At the brain level, gray matter volumes in striatal structures and cortical thickness in the lateral prefrontal cortical regions were investigated (n = 97). Genotype frequencies did not differ between patients and controls. The allelic association analysis yielded a near-threshold p value (p = 0.054), the magnitude (OR = 0.90), and direction of the minor allele (T) effect being in accord with those in the schizophrenia GWAS. Also, patients homozygous for the risk allele C had more severe consummatory anhedonia and a thinner cortex than controls and patients carrying the T allele. The largest effect size of the genotype with diagnosis interaction was seen in the right pars opercularis area. The findings support the role of rs2514218 in schizophrenia risk and presentation and suggest rs2514218 has an influence on brain morphology and negative symptoms.
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Affiliation(s)
| | | | | | - Irina S Lebedeva
- Mental Health Research Center, 34 Kashirskoe shosse, 115522, Moscow, Russia
| | - Tatyana V Lezheiko
- Mental Health Research Center, 34 Kashirskoe shosse, 115522, Moscow, Russia
| | - Vasiliy G Kaleda
- Mental Health Research Center, 34 Kashirskoe shosse, 115522, Moscow, Russia
| | - Lilia I Abramova
- Mental Health Research Center, 34 Kashirskoe shosse, 115522, Moscow, Russia
| | - Vera E Golimbet
- Mental Health Research Center, 34 Kashirskoe shosse, 115522, Moscow, Russia
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14
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Crane NA, Gorka SM, Weafer J, Langenecker SA, de Wit H, Phan KL. Neural activation to monetary reward is associated with amphetamine reward sensitivity. Neuropsychopharmacology 2018; 43:1738-1744. [PMID: 29581536 PMCID: PMC6006344 DOI: 10.1038/s41386-018-0042-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 02/01/2018] [Accepted: 02/27/2018] [Indexed: 11/09/2022]
Abstract
One known risk factor for drug use and abuse is sensitivity to rewarding effects of drugs. It is not known whether this risk factor extends to sensitivity to non-drug rewards. In this study with healthy young adults, we examined the association between sensitivity to the subjective rewarding effects of amphetamine and a neural indicator of anticipation of monetary reward. We hypothesized that greater euphorigenic response to amphetamine would be associated with greater neural activation to anticipation of monetary reward (Win > Loss). Healthy participants (N = 61) completed four laboratory sessions in which they received d-amphetamine (20 mg) and placebo in alternating order, providing self-report measures of euphoria and stimulation at regular intervals. At a separate visit 1-3 weeks later, participants completed the guessing reward task (GRT) during fMRI in a drug-free state. Participants reporting greater euphoria after amphetamine also exhibited greater neural activation during monetary reward anticipation in mesolimbic reward regions, including the bilateral caudate and putamen. This is the first study to show a relationship between neural correlates of monetary reward and sensitivity to the subjective rewarding effects of amphetamine in humans. These findings support growing evidence that sensitivity to reward in general is a risk factor for drug use and abuse, and suggest that sensitivity of drug-induced euphoria may reflect a general sensitivity to rewards. This may be an index of vulnerability for drug use or abuse.
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Affiliation(s)
- Natania A Crane
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.
| | - Stephanie M Gorka
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Jessica Weafer
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | - Scott A Langenecker
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Harriet de Wit
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.,Mental Health Service Line, Jesse Brown VA Medical Center, Chicago, IL, USA
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15
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Dubol M, Trichard C, Leroy C, Sandu AL, Rahim M, Granger B, Tzavara ET, Karila L, Martinot JL, Artiges E. Dopamine Transporter and Reward Anticipation in a Dimensional Perspective: A Multimodal Brain Imaging Study. Neuropsychopharmacology 2018; 43:820-827. [PMID: 28829051 PMCID: PMC5809789 DOI: 10.1038/npp.2017.183] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 08/09/2017] [Accepted: 08/13/2017] [Indexed: 12/12/2022]
Abstract
Dopamine function and reward processing are highly interrelated and involve common brain regions afferent to the nucleus accumbens, within the mesolimbic pathway. Although dopamine function and reward system neural activity are impaired in most psychiatric disorders, it is unknown whether alterations in the dopamine system underlie variations in reward processing across a continuum encompassing health and these disorders. We explored the relationship between dopamine function and neural activity during reward anticipation in 27 participants including healthy volunteers and psychiatric patients with schizophrenia, depression, or cocaine addiction, using functional magnetic resonance imaging (fMRI) and positron emission tomography (PET) multimodal imaging with a voxel-based statistical approach. Dopamine transporter (DAT) availability was assessed with PET and [11C]PE2I as a marker of presynaptic dopamine function, and reward-related neural response was assessed using fMRI with a modified Monetary Incentive Delay task. Across all the participants, DAT availability in the midbrain correlated positively with the neural response to anticipation of reward in the nucleus accumbens. Moreover, this relationship was conserved in each clinical subgroup, despite the heterogeneity of mental illnesses examined. For the first time, a direct link between DAT availability and reward anticipation was detected within the mesolimbic pathway in healthy and psychiatric participants, and suggests that dopaminergic dysfunction is a common mechanism underlying the alterations of reward processing observed in patients across diagnostic categories. The findings support the use of a dimensional approach in psychiatry, as promoted by the Research Domain Criteria project to identify neurobiological signatures of core dysfunctions underling mental illnesses.
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Affiliation(s)
- Manon Dubol
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
| | - Christian Trichard
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- EPS Barthelemy Durand, Etampes, France
| | - Claire Leroy
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- Laboratoire Imagerie Moléculaire In Vivo (IMIV), CEA, INSERM, CNRS, Paris Sud University—Paris Saclay University, Orsay, France
| | - Anca-Larisa Sandu
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- Aberdeen Biomedical Imaging Centre, University of Aberdeen, Foresterhill, Aberdeen, UK
| | - Mehdi Rahim
- Parietal Project Team—INRIA, CEA, Neurospin, Gif-Sur-Yvette, France
| | - Bernard Granger
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- Tarnier Psychiatry Department, AP-HP, Cochin Hospital, Paris, France
| | - Eleni T Tzavara
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- Tarnier Psychiatry Department, AP-HP, Cochin Hospital, Paris, France
- INSERM U1130 Research Unit, CNRS UMR 8246, UPMC UM CR18, Paris, France
| | - Laurent Karila
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- AP-HP, Addiction Research and Treatment Center, Paul Brousse Hospital, Villejuif, France
| | - Jean-Luc Martinot
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
| | - Eric Artiges
- INSERM, Research Unit 1000 ‘Neuroimaging and Psychiatry’, Paris Sud University—Paris Saclay University, Paris Descartes University, Maison de Solenn, Paris & Service Hospitalier Frédéric Joliot, Orsay, France
- Groupe Hospitalier Nord Essonne, Psychiatry Department, Orsay, France
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16
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Crane NA, Gorka SM, Weafer J, Langenecker SA, de Wit H, Phan KL. Preliminary Evidence for Disrupted Nucleus Accumbens Reactivity and Connectivity to Reward in Binge Drinkers. Alcohol Alcohol 2017; 52:647-654. [PMID: 29016710 PMCID: PMC5860287 DOI: 10.1093/alcalc/agx062] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 08/14/2017] [Accepted: 08/23/2017] [Indexed: 11/13/2022] Open
Abstract
AIMS Dysfunctional brain reward circuitry, particularly in the nucleus accumbens (NAcc), has been proposed as a risk factor for alcohol use disorder (AUD). This risk factor may be evident in binge drinkers (BD), who are at high risk for developing AUD. We examined whole-brain and NAcc reactivity to reward in BD compared to non-binge drinkers (NBD), hypothesizing that groups would differ in their neural reactivity and connectivity. METHODS Healthy BD (N = 27) and NBD (N = 23)-none meeting AUD criteria-completed a reward-guessing game, the 'Doors' task, during functional magnetic resonance imaging. We conducted an exploratory whole-brain search for group differences, but given our a priori hypotheses, we also extracted activation from the NAcc to examine reactivity during reward (Win > Loss) and functional connectivity (FC) to the prefrontal cortex. RESULTS Compared to NBD, BD exhibited greater activation in both the right and left NAcc during reward relative to loss. Additionally, NBD drinkers exhibited positive FC between the NAcc and dorsal anterior cingulate (dACC) whereas the BD showed negative FC between these regions. Furthermore, less NAcc-dACC FC was related to more past month alcohol use. CONCLUSIONS Our results provide preliminary evidence that BD exhibit greater NAcc activation during reward receipt relative to loss. This is consistent with the broader AUD literature and suggests aberrant neural reactivity may precede disorder onset. In addition, BD exhibited less NAcc-dACC FC, perhaps reflecting deficient regulation of activation to rewards compared to losses. This profile of reward brain circuitry could represent neural correlates of vulnerability for AUD. SHORT SUMMARY Healthy binge drinkers, at risk for alcohol use disorder, exhibited greater nucleus accumbens activation during reward relative to loss. In addition, binge drinkers exhibited reduced connectivity between the nucleus accumbens and dorsal anterior cingulate, which was associated with more past month alcohol use.
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Affiliation(s)
- Natania A Crane
- Department of Psychiatry, University of Illinois at Chicago, 1747 W Roosevelt Rd Chicago, IL 60608, USA
| | - Stephanie M Gorka
- Department of Psychiatry, University of Illinois at Chicago, 1747 W Roosevelt Rd Chicago, IL 60608, USA
| | - Jessica Weafer
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S Maryland Ave Chicago, IL 60637, USA
| | - Scott A Langenecker
- Department of Psychiatry, University of Illinois at Chicago, 1747 W Roosevelt Rd Chicago, IL 60608, USA
| | - Harriet de Wit
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S Maryland Ave Chicago, IL 60637, USA
| | - K. Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, 1747 W Roosevelt Rd Chicago, IL 60608, USA
- Mental Health Service Line, Jesse Brown VA Medical Center, 820 S Damen Ave Chicago, IL 60612, USA
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17
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Stewart JL, Butt M, May AC, Tapert SF, Paulus MP. Insular and cingulate attenuation during decision making is associated with future transition to stimulant use disorder. Addiction 2017; 112:1567-1577. [PMID: 28387975 PMCID: PMC5544547 DOI: 10.1111/add.13839] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 01/17/2017] [Accepted: 04/03/2017] [Indexed: 01/18/2023]
Abstract
AIMS To understand processes placing individuals at risk for stimulant (amphetamine and cocaine) use disorder. DESIGN Longitudinal study. SETTING University of California, San Diego Department of Psychiatry, CA, USA. PARTICIPANTS Occasional stimulant users (OSU; n = 184) underwent a baseline clinical interview and a functional magnetic resonance imaging (fMRI) session. On the basis of a follow-up clinical interview completed 3 years later, OSU (n = 147) were then categorized as problem stimulant users (PSU: n = 36; those who developed stimulant use disorders in the interim) or desisted stimulant users (DSU: n = 74; those who stopped using). OSU who did not meet criteria for PSU or DSU (n = 37) were included in dimensional analyses. MEASUREMENTS fMRI blood oxygen level-dependent (BOLD) contrast percentage signal change from baseline collected during a Paper-Scissors-Rock task was examined during three decision-making conditions, those resulting in: (1) wins, (2) ties and (3) losses. These data were used as dependent variables in categorical analyses comparing PSU and DSU, as well as dimensional analyses including interim drug use as predictors, controlling for baseline drug use. FINDINGS PSU exhibited lower anterior cingulate, middle insula, superior temporal, inferior parietal, precuneus and cerebellum activation than DSU across all three conditions (significant brain clusters required > 19 neighboring voxels to exceed F(1,108) = 5.58, P < 0.01 two-tailed; all Cohen's d > 0.83). Higher interim marijuana use was linked to lower pre-central and superior temporal activation during choices resulting in wins (> 19 neighboring voxels to exceed t = 2.61, P < 0.01 two-tailed; R2 change > 0.11). CONCLUSIONS Individuals who transition from stimulant use to stimulant use disorder appear to show alterations in neural processing of stimulus valuation and outcome monitoring, patterns also evident in chronic stimulant use disorder. Attenuated anterior cingulate and insular processing may constitute a high-risk neural processing profile, which could be used to calculate risk scores for individuals experimenting with stimulants.
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Affiliation(s)
- Jennifer L. Stewart
- Department of Psychology, Queens College, City University of New York, Flushing, NY 11367,Department of Psychology, The Graduate Center, City University of New York, New York, NY 10016
| | - Mamona Butt
- Department of Psychology, Queens College, City University of New York, Flushing, NY 11367
| | - April C. May
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093
| | - Susan F. Tapert
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093
| | - Martin P. Paulus
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093,Laureate Institute of Brain Research, Tulsa, OK 74136
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Reward-related ventral striatum activity links polygenic risk for attention-deficit/hyperactivity disorder to problematic alcohol use in young adulthood. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2017; 2:180-187. [PMID: 28825048 DOI: 10.1016/j.bpsc.2016.10.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Problematic alcohol use in adolescence and adulthood is a common and often debilitating correlate of childhood attention-deficit/hyperactivity disorder (ADHD). Converging evidence suggests that ADHD and problematic alcohol use share a common additive genetic basis, which may be mechanistically related to reward-related brain function. In the current study, we examined whether polygenic risk for childhood ADHD is linked to problematic alcohol use in young adulthood through alterations in reward-related activity of the ventral striatum, a neural hub supporting appetitive behaviors and reinforcement learning. METHODS Genomic, neuroimaging, and self-report data were available for 404 non-Hispanic European-American participants who completed the ongoing Duke Neurogenetics Study. Polygenic risk scores for childhood ADHD were calculated based on a genome-wide association study meta-analysis conducted by the Psychiatric Genomics Consortium and tested for association with reward-related ventral striatum activity, measured using a number-guessing functional magnetic resonance imaging paradigm, and self-reported problematic alcohol use. A mediational model tested whether ventral striatum activity indirectly links polygenic risk for ADHD to problematic alcohol use. RESULTS Despite having no main effect on problematic alcohol use, polygenic risk for childhood ADHD was indirectly associated with problematic alcohol use through increased reward-related ventral striatum activity. CONCLUSIONS Individual differences in reward-related brain function may, at least in part, mechanistically link polygenic risk for childhood ADHD to problematic alcohol use.
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19
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Model-Free Temporal-Difference Learning and Dopamine in Alcohol Dependence: Examining Concepts From Theory and Animals in Human Imaging. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2016; 1:401-410. [DOI: 10.1016/j.bpsc.2016.06.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Revised: 06/09/2016] [Accepted: 06/14/2016] [Indexed: 02/04/2023]
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Oberlin BG, Dzemidzic M, Harezlak J, Kudela MA, Tran SM, Soeurt CM, Yoder KK, Kareken DA. Corticostriatal and Dopaminergic Response to Beer Flavor with Both fMRI and [(11) C]raclopride Positron Emission Tomography. Alcohol Clin Exp Res 2016; 40:1865-73. [PMID: 27459715 DOI: 10.1111/acer.13158] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 06/14/2016] [Indexed: 11/27/2022]
Abstract
BACKGROUND Cue-evoked drug-seeking behavior likely depends on interactions between frontal activity and ventral striatal (VST) dopamine (DA) transmission. Using [(11) C]raclopride (RAC) positron emission tomography (PET), we previously demonstrated that beer flavor (absent intoxication) elicited VST DA release in beer drinkers, inferred by RAC displacement. Here, a subset of subjects from this previous RAC-PET study underwent a similar paradigm during functional magnetic resonance imaging (fMRI) to test how orbitofrontal cortex (OFC) and VST blood oxygenation level-dependent (BOLD) responses to beer flavor are related to VST DA release and motivation to drink. METHODS Male beer drinkers (n = 28, age = 24 ± 2, drinks/wk = 16 ± 10) from our previous PET study participated in a similar fMRI paradigm wherein subjects tasted their most frequently consumed brand of beer and Gatorade(®) (appetitive control). We tested for correlations between BOLD activation in fMRI and VST DA responses in PET, and drinking-related variables. RESULTS Compared to Gatorade, beer flavor increased wanting and desire to drink, and induced BOLD responses in bilateral OFC and right VST. Wanting and desire to drink correlated with both right VST and medial OFC BOLD activation to beer flavor. Like the BOLD findings, beer flavor (relative to Gatorade) again induced right VST DA release in this fMRI subject subset, but there was no correlation between DA release and the magnitude of BOLD responses in frontal regions of interest. CONCLUSIONS Both imaging modalities showed a right-lateralized VST response (BOLD and DA release) to a drug-paired conditioned stimulus, whereas fMRI BOLD responses in the VST and medial OFC also reflected wanting and desire to drink. The data suggest the possibility that responses to drug-paired cues may be rightward biased in the VST (at least in right-handed males) and that VST and OFC responses in this gustatory paradigm reflect stimulus wanting.
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Affiliation(s)
- Brandon G Oberlin
- Department of Neurology, Indiana University School of Medicine (IUSM), Indianapolis, Indiana
| | - Mario Dzemidzic
- Department of Neurology, Indiana University School of Medicine (IUSM), Indianapolis, Indiana.,Department of Radiology and Imaging Sciences, Center for Neuroimaging, IUSM, Indianapolis, Indiana
| | | | - Maria A Kudela
- Department of Biostatistics, IUSM, Indianapolis, Indiana
| | - Stella M Tran
- Department of Neurology, Indiana University School of Medicine (IUSM), Indianapolis, Indiana
| | - Christina M Soeurt
- Department of Neurology, Indiana University School of Medicine (IUSM), Indianapolis, Indiana
| | - Karmen K Yoder
- Department of Radiology and Imaging Sciences, Center for Neuroimaging, IUSM, Indianapolis, Indiana.,Stark Neurosciences Research Institute, IUSM, Indianapolis, Indiana.,Department of Psychology, Indiana University Purdue University Indianapolis, Indianapolis, Indiana
| | - David A Kareken
- Department of Neurology, Indiana University School of Medicine (IUSM), Indianapolis, Indiana.,Department of Radiology and Imaging Sciences, Center for Neuroimaging, IUSM, Indianapolis, Indiana.,Stark Neurosciences Research Institute, IUSM, Indianapolis, Indiana.,Department of Psychology, Indiana University Purdue University Indianapolis, Indianapolis, Indiana.,Department of Psychiatry, IUSM, Indianapolis, Indiana
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