201
|
Fischer B, Kurdyak P, Goldner E, Tyndall M, Rehm J. Treatment of prescription opioid disorders in Canada: looking at the 'other epidemic'? Subst Abuse Treat Prev Policy 2016; 11:12. [PMID: 26952717 PMCID: PMC4782364 DOI: 10.1186/s13011-016-0055-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 02/26/2016] [Indexed: 11/10/2022] Open
Abstract
The magnitude and consequences of prescription opioid (PO) misuse and harms (including rising demand for PO disorder treatment) in Canada have been well-documented. Despite a limited evidence-base for PO dependence treatment, opioid maintenance therapy (OMT) - mostly by means of methadone maintenance treatment (MMT) - has become the de facto first-line treatment for PO-disorders. For example in the most populous province of Ontario, some 50,000 patients - large proportions of them young adults - are enrolled in MMT, resulting in a MMT-rate that is 3-4 times higher than that of the United States. MMT in Ontario has widely proliferated towards a quasi-treatment industry within a system context of the public fee-payer offering generous incentives for community-based MMT providers. Contrary to the proliferation of MMT, there has been no commensurate increase in availability of alternative (e.g., detox, tapering, behavioral), and less intrusive and/or costly, treatments which may provide therapeutic benefits at least for sub-sets of PO-dependent patients. Given the extensive PO-dependence burden combined with its distinct socio-demographic and clinical profile (e.g., involving many young people, less intensive or risky opioid use), an evidence-based 'stepped-care' model for PO dependence treatment ought to be developed in Canada where MMT constitutes one, but likely a last resort or option, for treatment. Other, less intrusive treatment options as well as the best mix of treatment options should be systematically investigated and implemented. This case study has relevance and implications for evidence-based treatment also for the increasing number of other jurisdictions where PO misuse and disorders have been rising.
Collapse
Affiliation(s)
- Benedikt Fischer
- Social and Epidemiological Research Department, Centre for Addiction & Mental Health (CAMH), Toronto, ON, M5S 2S1, Canada.
- Department of Psychiatry, University of Toronto, Toronto, ON, M5T 1R8, Canada.
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada.
- Centre for Applied Research in Mental Health & Addiction (CARMHA), Simon Fraser University, Vancouver, V6B 5K3, Canada.
| | - Paul Kurdyak
- Social and Epidemiological Research Department, Centre for Addiction & Mental Health (CAMH), Toronto, ON, M5S 2S1, Canada.
- Department of Psychiatry, University of Toronto, Toronto, ON, M5T 1R8, Canada.
- Mental Health and Addictions Program, Institute for Clinical Evaluative Science (ICES), Toronto, ON, M4N 3M5, Canada.
| | - Elliot Goldner
- Centre for Applied Research in Mental Health & Addiction (CARMHA), Simon Fraser University, Vancouver, V6B 5K3, Canada.
| | - Mark Tyndall
- B.C. Centre for Disease Control (BCCDC), Vancouver, BC, V5Z 4R4, Canada.
- Department of Medicine, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada.
| | - Jürgen Rehm
- Social and Epidemiological Research Department, Centre for Addiction & Mental Health (CAMH), Toronto, ON, M5S 2S1, Canada.
- Department of Psychiatry, University of Toronto, Toronto, ON, M5T 1R8, Canada.
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada.
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.
| |
Collapse
|
202
|
Taylor AM, Harris AD, Varnava A, Phillips R, Hughes O, Wilkes AR, Hall JE, Wise RG. Neural responses to a modified Stroop paradigm in patients with complex chronic musculoskeletal pain compared to matched controls: an experimental functional magnetic resonance imaging study. BMC Psychol 2016; 4:5. [PMID: 26833066 PMCID: PMC4736129 DOI: 10.1186/s40359-016-0109-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Accepted: 01/28/2016] [Indexed: 12/25/2022] Open
Abstract
Background Chronic musculoskeletal pain (CMSKP) is attentionally demanding, complex and multi-factorial; neuroimaging research in the population seen in pain clinics is sparse. A better understanding of the neural activity underlying attentional processes to pain related information compared to healthy controls may help inform diagnosis and management in the future. Methods Blood oxygenation level dependent functional magnetic resonance imaging (BOLD fMRI) compared brain responses in patients with CMSKP (n = 15) and healthy controls (n = 14) while completing a modified Stroop task using pain-related, positive-emotional, and neutral control words. Results Response times in the Stroop task were no different for CMSKP patients compared with controls, but patients were less accurate in their responses to all word types. BOLD fMRI responses during presentation of pain-related words suggested increases in neural activation in patients compared to controls in regions previously reported as being involved in pain perception and emotion: the anterior cingulate cortex, insula and primary and secondary somatosensory cortex. No fMRI differences were seen between groups in response to positive or control words. Conclusions Using this modified Stroop tasks, specific differences were identified in brain activity between CMSKP patients and controls in response to pain-related information using fMRI. This provided evidence of differences in the way that pain-related information is processed in those with chronic complex musculoskeletal pain that were not detectable using the behavioural measures of speed and accuracy. The study may be helpful in gaining new insights into the impact of attention in those living with chronic pain.
Collapse
Affiliation(s)
- Ann M Taylor
- Department of Anaesthetics, Intensive Care and Pain Medicine, Institute of Infection and Immunity, Cardiff University, Cardiff, CF14 4XN, Wales, UK.
| | - Ashley D Harris
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, CF10 3AT, Wales, UK.,Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University, Baltimore, MD, USA.,F. M. Kirby Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Alice Varnava
- Department of Psychology, Swansea University, Singleton Park, Swansea, SA2 8PP, Wales, UK.,School of Psychology, Cardiff University, Cardiff, CF10 3AT, Wales, UK
| | - Rhiannon Phillips
- Institute of Primary Care and Public Health, Cardiff University, Cardiff, CF14 4YS, Wales, UK
| | - Owen Hughes
- Bronllys Pain and Fatigue Management Centre, Powys, Brecon, LD3 0 LU, Wales, UK
| | - Antony R Wilkes
- Department of Anaesthetics, Intensive Care and Pain Medicine, Institute of Infection and Immunity, Cardiff University, Cardiff, CF14 4XN, Wales, UK
| | - Judith E Hall
- Department of Anaesthetics, Intensive Care and Pain Medicine, Institute of Infection and Immunity, Cardiff University, Cardiff, CF14 4XN, Wales, UK
| | - Richard G Wise
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, CF10 3AT, Wales, UK
| |
Collapse
|
203
|
Li W, Zhu J, Li Q, Ye J, Chen J, Liu J, Li Z, Li Y, Yan X, Wang Y, Wang W. Brain white matter integrity in heroin addicts during methadone maintenance treatment is related to relapse propensity. Brain Behav 2016; 6:e00436. [PMID: 27110449 PMCID: PMC4834937 DOI: 10.1002/brb3.436] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 09/06/2015] [Accepted: 12/16/2015] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Cognitive deficits caused by heroin-induced white matter (WM) impairments hinder addicts' engagement in and benefit from treatment. The predictive value of WM integrity in heroin addicts during methadone maintenance treatment (MMT) for future relapse is unclear. METHODS Forty-eight MMT patients were given baseline diffusion tensor imaging scans and divided into heroin relapsers (HR, 25 cases) and abstainers (HA, 23 cases) according to the results of 6-month follow-up. Intergroup comparisons were performed for fractional anisotropy (FA), radial diffusivity (RD), and axial diffusivity (AD). The correlation between diffusion tensor imaging indices and the degree of heroin relapse was analyzed. RESULTS Compared with HA group, HR group had reduced FA in the right retrolenticular part, left anterior and posterior limb of internal capsule, bilateral anterior corona radiata, and right external capsule. Three out of the six regions showed increased RD, with no changes in AD. The FA and AD values in the left posterior limb of internal capsule correlated negatively with the heroin-positive urinalysis rate within follow-up. CONCLUSIONS Lower WM integrity in MMT patients may add to neurobiological factors associated with relapse to heroin use. Strategies for improving WM integrity provide a new perspective to prevent future relapse to heroin abuse.
Collapse
Affiliation(s)
- Wei Li
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Jia Zhu
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Qiang Li
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Jianjun Ye
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Jiajie Chen
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Jierong Liu
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Zhe Li
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Yongbin Li
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Xuejiao Yan
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Yarong Wang
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| | - Wei Wang
- Department of Radiology Tangdu Hospital The Fourth Military Medical University Xi'an Shaanxi China
| |
Collapse
|
204
|
Moeller SJ, London ED, Northoff G. Neuroimaging markers of glutamatergic and GABAergic systems in drug addiction: Relationships to resting-state functional connectivity. Neurosci Biobehav Rev 2016; 61:35-52. [PMID: 26657968 PMCID: PMC4731270 DOI: 10.1016/j.neubiorev.2015.11.010] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 11/05/2015] [Accepted: 11/21/2015] [Indexed: 12/29/2022]
Abstract
Drug addiction is characterized by widespread abnormalities in brain function and neurochemistry, including drug-associated effects on concentrations of the excitatory and inhibitory neurotransmitters glutamate and gamma-aminobutyric acid (GABA), respectively. In healthy individuals, these neurotransmitters drive the resting state, a default condition of brain function also disrupted in addiction. Here, our primary goal was to review in vivo magnetic resonance spectroscopy and positron emission tomography studies that examined markers of glutamate and GABA abnormalities in human drug addiction. Addicted individuals tended to show decreases in these markers compared with healthy controls, but findings also varied by individual characteristics (e.g., abstinence length). Interestingly, select corticolimbic brain regions showing glutamatergic and/or GABAergic abnormalities have been similarly implicated in resting-state functional connectivity deficits in drug addiction. Thus, our secondary goals were to provide a brief review of this resting-state literature, and an initial rationale for the hypothesis that abnormalities in glutamatergic and/or GABAergic neurotransmission may underlie resting-state functional deficits in drug addiction. In doing so, we suggest future research directions and possible treatment implications.
Collapse
Affiliation(s)
- Scott J Moeller
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Edythe D London
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Departments of Psychiatry and Biobehavioral Sciences, and Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, CA, USA
| | - Georg Northoff
- Brain Imaging and Neuroethics Research Unit, Institute of Mental Health Research, Ottawa, Canada.
| |
Collapse
|
205
|
Brown GG, Jacobus J, McKenna B. Structural imaging for addiction medicine: From neurostructure to neuroplasticity. PROGRESS IN BRAIN RESEARCH 2016; 224:105-27. [PMID: 26822356 PMCID: PMC4856004 DOI: 10.1016/bs.pbr.2015.07.029] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Quantitative morphometry and diffusion tensor imaging have provided new insights into structural brain changes associated with drugs of abuse. In this chapter, we review recent studies using these methods to investigate structural brain abnormalities associated with excessive use of marijuana, stimulants, and opiates. Although many brain regions have been associated with structural abnormalities following abuse of these drugs, brain systems underlying inhibition, mood regulation, and reward are particularly involved. Candidate pathological mechanisms underlying these structural abnormalities include the direct toxic effects of the drugs, neuroinflammation, ischemia, hemorrhage, and abnormal brain development. Returning damaged brain areas to neural health would involve enhancing neuroplasticity. Behavioral, environmental, pharmacological, and cell-based therapies have been correlated with enhanced neuroplasticity following brain injury, providing a basis for new treatments of brain changes associated with excessive drug use. When testing new treatments, structural imaging may prove useful in selecting patients, monitoring recovery, and perhaps, tailoring interventions.
Collapse
|
206
|
Resting state functional connectivity analysis for addiction medicine. PROGRESS IN BRAIN RESEARCH 2016; 224:155-73. [DOI: 10.1016/bs.pbr.2015.07.015] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
207
|
Scherrer JF, Salas J, Copeland LA, Stock EM, Ahmedani BK, Sullivan MD, Burroughs T, Schneider FD, Bucholz KK, Lustman PJ. Prescription Opioid Duration, Dose, and Increased Risk of Depression in 3 Large Patient Populations. Ann Fam Med 2016; 14:54-62. [PMID: 26755784 PMCID: PMC4709156 DOI: 10.1370/afm.1885] [Citation(s) in RCA: 154] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Recent results suggests the risk of a new onset of depression increases with longer duration of opioid analgesic use. It is unclear whether new-onset depression related to opioid analgesic use is a function of the dose prescribed or the duration of use or both. METHODS Using a retrospective cohort design, we collected patient data from 2000 to 2012 from the Veterans Health Administration (VHA), and from 2003 to 2012 from both Baylor Scott & White Health (BSWH) and the Henry Ford Health System (HFHS). Patients (70,997 VHA patients, 13,777 BSWH patients, and 22,981 HFHS patients) were new opioid users, aged 18 to 80 years, without a diagnosis of depression at baseline. Opioid analgesic use duration was defined as 1 to 30, 31 to 90, and more than 90 days, and morphine equivalent dose (MED) was defined as 1 to 50 mg/d, 51 to 100 mg/d, and greater than 100 mg/d of analgesic. Pain and other potential confounders were controlled for by inverse probability of treatment-weighted propensity scores. RESULTS New-onset depression after opioid analgesic use occurred in 12% of the VHA sample, 9% of the BSWH sample, and 11% of the HFHS sample. Compared with 1- to 30-day users, new-onset depression increased in those with longer opioid analgesic use. Risk of new-onset depression with 31 to 90 days of opioid analgesic use ranged from hazard ratio [HR] = 1.18 (95% CI, 1.10-1.25) in VHA to HR = 1.33 (95% CI, 1.16-1.52) in HFHS; in opioid analgesic use of more than 90 days, it ranged from HR = 1.35 (95% CI, 1.26-1.44) in VHA to HR = 2.05 (95% CI, 1.75-2.40) in HFHS. Dose was not significantly associated with a new onset of depression. CONCLUSIONS Opioid-related new onset of depression is associated with longer duration of use but not dose. Patients and practitioners should be aware that opioid analgesic use of longer than 30 days imposes risk of new-onset depression. Opioid analgesic use, not just pain, should be considered a potential source when patients report depressed mood.
Collapse
Affiliation(s)
- Jeffrey F Scherrer
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri Harry S. Truman Veterans Administration Medical Center, Columbia, Missouri Saint Louis University Center for Outcomes Research, St. Louis, Missouri
| | - Joanne Salas
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri Harry S. Truman Veterans Administration Medical Center, Columbia, Missouri
| | - Laurel A Copeland
- Center for Applied Health Research, Baylor Scott & White Health, and Central Texas Veterans Health Care System, Temple, Texas Texas A&M Health Science Center, Bryan, Texas University of Texas Health Science Center, San Antonio, Texas
| | - Eileen M Stock
- Center for Applied Health Research, Baylor Scott & White Health, and Central Texas Veterans Health Care System, Temple, Texas Texas A&M Health Science Center, Bryan, Texas
| | - Brian K Ahmedani
- Henry Ford Health System, Center for Health Policy and Health Services Research, Detroit, Michigan
| | - Mark D Sullivan
- Department of Psychiatry and Behavioral Health, University of Washington School of Medicine, Seattle, Washington
| | - Thomas Burroughs
- Saint Louis University Center for Outcomes Research, St. Louis, Missouri
| | - F David Schneider
- Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri
| | - Kathleen K Bucholz
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Patrick J Lustman
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri The Bell Street Clinic, VA St. Louis Health Care System - John Cochran Division, St. Louis, Missouri
| |
Collapse
|
208
|
Lin JC, Chu LF, Stringer EA, Baker KS, Sayyid ZN, Sun J, Campbell KA, Younger JW. One Month of Oral Morphine Decreases Gray Matter Volume in the Right Amygdala of Individuals with Low Back Pain: Confirmation of Previously Reported Magnetic Resonance Imaging Results. PAIN MEDICINE 2015; 17:1497-504. [PMID: 26814280 PMCID: PMC4921346 DOI: 10.1093/pm/pnv047] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Accepted: 10/09/2015] [Indexed: 02/06/2023]
Abstract
Objective. Prolonged exposure to opioids is known to produce neuroplastic changes in animals; however, few studies have investigated the effects of short-term prescription opioid use in humans. A previous study from our laboratory demonstrated a dosage-correlated volumetric decrease in the right amygdala of participants administered oral morphine daily for 1 month. The purpose of this current study was to replicate and extend the initial findings. Methods. Twenty-one participants with chronic low back pain were enrolled in this double-blind, placebo-controlled study. Participants were randomized to receive daily morphine (n = 11) or a matched placebo (n = 10) for 1 month. High-resolution anatomical images were acquired immediately before and after the treatment administration period. Morphological gray matter changes were investigated using tensor-based morphometry, and significant regions were subsequently tested for correlation with morphine dosage. Results. Decreased gray matter volume was observed in several reward- and pain-related regions in the morphine group, including the bilateral amygdala, left inferior orbitofrontal cortex, and bilateral pre-supplementary motor areas. Morphine administration was also associated with significant gray matter increases in cingulate regions, including the mid cingulate, dorsal anterior cingulate, and ventral posterior cingulate. Conclusions. Many of the volumetric increases and decreases overlapped spatially with the previously reported changes. Individuals taking placebo for 1 month showed neither gray matter increases nor decreases. The results corroborate previous reports that rapid alterations occur in reward-related networks following short-term prescription opioid use.
Collapse
Affiliation(s)
- Joanne C Lin
- *Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA;
| | - Larry F Chu
- Department of Anesthesia, Stanford University School of Medicine, Stanford, California, USA
| | - Elizabeth Ann Stringer
- Department of Anesthesia, Stanford University School of Medicine, Stanford, California, USA
| | - Katharine S Baker
- School of Psychological Sciences, Monash University, Victoria, Australia
| | - Zahra N Sayyid
- Department of Anesthesia, Stanford University School of Medicine, Stanford, California, USA
| | - John Sun
- Department of Anesthesia, Stanford University School of Medicine, Stanford, California, USA
| | - Kelsey A Campbell
- *Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jarred W Younger
- *Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| |
Collapse
|
209
|
Reduced volume of the nucleus accumbens in heroin addiction. Eur Arch Psychiatry Clin Neurosci 2015; 265:637-45. [PMID: 25467383 DOI: 10.1007/s00406-014-0564-y] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 11/24/2014] [Indexed: 10/24/2022]
Abstract
The neural mechanisms of heroin addiction are still incompletely understood, even though modern neuroimaging techniques offer insights into disease-related changes in vivo. While changes on cortical structure have been reported in heroin addiction, evidence from subcortical areas remains underrepresented. Functional imaging studies revealed that the brain reward system and particularly the nucleus accumbens (NAcc) play a pivotal role in the pathophysiology of drug addiction. The aim of this study was to investigate whether there was a volume difference of the NAcc in heroin addiction in comparison to healthy controls. A further aim was to correlate subcortical volumes with clinical measurements on negative affects in addiction. Thirty heroin-dependent patients under maintenance treatment with diacetylmorphine and twenty healthy controls underwent structural MRI scanning at 3T. Subcortical segmentation analysis was performed using FMRIB's Integrated Registration and Segmentation Tool function of FSL. The State-Trait Anxiety Inventory and the Beck Depression Inventory were used to assess trait anxiety and depressive symptoms, respectively. A decreased volume of the left NAcc was observed in heroin-dependent patients compared to healthy controls. Depression score was negatively correlated with left NAcc volume in patients, whereas a positive correlation was found between the daily opioid dose and the volume of the right amygdala. This study indicates that there might be structural differences of the NAcc in heroin-dependent patients in comparison with healthy controls. Furthermore, correlations of subcortical structures with negative emotions and opioid doses might be of future relevance for the investigation of heroin addiction.
Collapse
|
210
|
Mackey S, Kan KJ, Chaarani B, Alia-Klein N, Batalla A, Brooks S, Cousijn J, Dagher A, de Ruiter M, Desrivieres S, Feldstein Ewing SW, Goldstein RZ, Goudriaan AE, Heitzeg MM, Hutchison K, Li CSR, London ED, Lorenzetti V, Luijten M, Martin-Santos R, Morales AM, Paulus MP, Paus T, Pearlson G, Schluter R, Momenan R, Schmaal L, Schumann G, Sinha R, Sjoerds Z, Stein DJ, Stein EA, Solowij N, Tapert S, Uhlmann A, Veltman D, van Holst R, Walter H, Wright MJ, Yucel M, Yurgelun-Todd D, Hibar DP, Jahanshad N, Thompson PM, Glahn DC, Garavan H, Conrod P. Genetic imaging consortium for addiction medicine: From neuroimaging to genes. PROGRESS IN BRAIN RESEARCH 2015; 224:203-23. [PMID: 26822360 PMCID: PMC4820288 DOI: 10.1016/bs.pbr.2015.07.026] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Since the sample size of a typical neuroimaging study lacks sufficient statistical power to explore unknown genomic associations with brain phenotypes, several international genetic imaging consortia have been organized in recent years to pool data across sites. The challenges and achievements of these consortia are considered here with the goal of leveraging these resources to study addiction. The authors of this review have joined together to form an Addiction working group within the framework of the ENIGMA project, a meta-analytic approach to multisite genetic imaging data. Collectively, the Addiction working group possesses neuroimaging and genomic data obtained from over 10,000 subjects. The deadline for contributing data to the first round of analyses occurred at the beginning of May 2015. The studies performed on this data should significantly impact our understanding of the genetic and neurobiological basis of addiction.
Collapse
Affiliation(s)
- Scott Mackey
- Departments of Psychiatry and Psychology, University of Vermont, Burlington, VT, USA.
| | - Kees-Jan Kan
- Departments of Psychiatry and Psychology, University of Vermont, Burlington, VT, USA
| | - Bader Chaarani
- Departments of Psychiatry and Psychology, University of Vermont, Burlington, VT, USA
| | - Nelly Alia-Klein
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Albert Batalla
- Department of Psychiatry and Psychology, Hospital Clínic, IDIBAPS, CIBERSAM, University of Barcelona, Barcelona, Spain; Department of Psychiatry, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Samantha Brooks
- Department of Psychiatry and MRC Unit on Anxiety & Stress Disorders, University of Cape Town, Cape Town, South Africa
| | - Janna Cousijn
- Department of Psychiatry and MRC Unit on Anxiety & Stress Disorders, University of Cape Town, Cape Town, South Africa
| | - Alain Dagher
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Michiel de Ruiter
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | | | - Rita Z Goldstein
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Anna E Goudriaan
- Department of Psychiatry and MRC Unit on Anxiety & Stress Disorders, University of Cape Town, Cape Town, South Africa; Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands
| | - Mary M Heitzeg
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Kent Hutchison
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - Chiang-Shan R Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Edythe D London
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Valentina Lorenzetti
- School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences and Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Maartje Luijten
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Rocio Martin-Santos
- Department of Psychiatry and Psychology, Hospital Clínic, IDIBAPS, CIBERSAM, University of Barcelona, Barcelona, Spain
| | - Angelica M Morales
- David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Martin P Paulus
- VA San Diego Healthcare System and Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Tomas Paus
- Rotman Research Institute, University of Toronto, Toronto, ON, Canada
| | - Godfrey Pearlson
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Renée Schluter
- Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands
| | - Reza Momenan
- Section on Brain Electrophysiology and Imaging, Institute on Alcohol Abuse and Alcoholism, Bethesda, USA
| | - Lianne Schmaal
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | | | - Rajita Sinha
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Zsuzsika Sjoerds
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Dan J Stein
- Department of Psychiatry and MRC Unit on Anxiety & Stress Disorders, University of Cape Town, Cape Town, South Africa
| | - Elliot A Stein
- Intramural Research Program-Neuroimaging Research Branch, National Institute on Drug Abuse, Baltimore, MD, USA
| | - Nadia Solowij
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia
| | - Susan Tapert
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Anne Uhlmann
- Department of Psychiatry and MRC Unit on Anxiety & Stress Disorders, University of Cape Town, Cape Town, South Africa
| | - Dick Veltman
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Ruth van Holst
- Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy, Charité Universitatsmedizin, Berlin, Germany
| | | | - Murat Yucel
- School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences and Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Deborah Yurgelun-Todd
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Derrek P Hibar
- Department of Neurology, Imaging Genetics Center, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Neda Jahanshad
- Department of Neurology, Imaging Genetics Center, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Paul M Thompson
- Department of Neurology, Imaging Genetics Center, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - David C Glahn
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Hugh Garavan
- Departments of Psychiatry and Psychology, University of Vermont, Burlington, VT, USA
| | - Patricia Conrod
- Department of Psychiatry, Université de Montreal, CHU Ste Justine Hospital, Montreal, QC, Canada
| |
Collapse
|
211
|
Zanchi D, Brody AL, Montandon ML, Kopel R, Emmert K, Preti MG, Van De Ville D, Haller S. Cigarette smoking leads to persistent and dose-dependent alterations of brain activity and connectivity in anterior insula and anterior cingulate. Addict Biol 2015; 20:1033-41. [PMID: 26303184 DOI: 10.1111/adb.12292] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Revised: 06/18/2015] [Accepted: 07/14/2015] [Indexed: 12/01/2022]
Abstract
Although many smokers try to quit smoking, only about 20-25 percent will achieve abstinence despite 6 months or more of gold-standard treatment. This low success rate suggests long-term changes in the brain related to smoking, which remain poorly understood. We compared ex-smokers to both active smokers and non-smokers using functional magnetic resonance imaging (fMRI) to explore persistent modifications in brain activity and network organization. This prospective and consecutive study includes 18 non-smokers (29.5 ± 6.7 years of age, 11 women), 14 smokers (≥10 cigarettes a day >2 years of smoking, 29.3 ± 6.0 years of age, 10 women) and 14 ex-smokers (>1 year of quitting 30.5 ± 5.7 years of age, 10 women). Participants underwent a block-design fMRI study contrasting smoking cue with control (neutral cue) videos. Data analyses included task-related general linear model, seed-based functional connectivity, voxel-based morphometry (VBM) of gray matter and tract-based spatial statistics (TBSS) of white matter. Smoking cue videos versus control videos activated the right anterior insula in ex-smokers compared with smokers, an effect correlating with cumulative nicotine intake (pack-years). Moreover, ex-smokers had a persistent decrease in functional connectivity between right anterior insula and anterior cingulate cortex (ACC) compared with control participants, but similar to active smokers. Potentially confounding alterations in gray or white matter were excluded in VBM and TBSS analyses. In summary, ex-smokers with long-term nicotine abstinence have persistent and dose-dependent brain network changes notably in the right anterior insula and its connection to the ACC.
Collapse
Affiliation(s)
- Davide Zanchi
- Department of Imaging and Medical Informatics; University Hospitals of Geneva and Faculty of Medicine of the University of Geneva; Switzerland
| | - Arthur L. Brody
- Department of Psychiatry; University of California at Los Angeles
- Departments of Psychiatry and Research; VA Greater Los Angeles Healthcare System
| | - Marie-Louise Montandon
- Department of Imaging and Medical Informatics; University Hospitals of Geneva and Faculty of Medicine of the University of Geneva; Switzerland
| | - Rotem Kopel
- Department of Imaging and Medical Informatics; University Hospitals of Geneva and Faculty of Medicine of the University of Geneva; Switzerland
- Institute of Bioengineering; Ecole Polytechnique Fédérale de Lausanne; Switzerland
| | - Kirsten Emmert
- Department of Imaging and Medical Informatics; University Hospitals of Geneva and Faculty of Medicine of the University of Geneva; Switzerland
| | - Maria Giulia Preti
- Department of Imaging and Medical Informatics; University Hospitals of Geneva and Faculty of Medicine of the University of Geneva; Switzerland
- Institute of Bioengineering; Ecole Polytechnique Fédérale de Lausanne; Switzerland
| | - Dimitri Van De Ville
- Department of Imaging and Medical Informatics; University Hospitals of Geneva and Faculty of Medicine of the University of Geneva; Switzerland
- Institute of Bioengineering; Ecole Polytechnique Fédérale de Lausanne; Switzerland
| | - Sven Haller
- Faculty of Medicine of the University of Geneva; Switzerland
- Department of Surgical Sciences, Radiology; Uppsala University; Uppsala Sweden
- Department of Neuroradiology; University Hospital Freiburg; Germany
- Affidea Centre de Diagnostic Radiologique de Carouge CDRC; Geneva Switzerland
| |
Collapse
|
212
|
Tacelosky DM, Alexander DN, Morse M, Hajnal A, Berg A, Levenson R, Grigson PS. Low expression of D2R and Wntless correlates with high motivation for heroin. Behav Neurosci 2015; 129:744-55. [PMID: 26501177 DOI: 10.1037/bne0000104] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Drug overdose now exceeds car accidents as the leading cause of accidental death in the United States. Of those drug overdoses, a large percentage of the deaths are due to heroin and/or pharmaceutical overdose, specifically misuse of prescription opioid analgesics. It is imperative, then, that we understand the mechanisms that lead to opioid abuse and addiction. The rewarding actions of opioids are mediated largely by the mu-opioid receptor (MOR), and signaling by this receptor is modulated by various interacting proteins. The neurotransmitter dopamine also contributes to opioid reward, and opioid addiction has been linked to reduced expression of dopamine D2 receptors (D2R) in the brain. That said, it is not known if alterations in the expression of these proteins relate to drug exposure and/or to the "addiction-like" behavior exhibited for the drug. Here, we held total drug self-administration constant across acquisition and showed that reduced expression of the D2R and the MOR interacting protein, Wntless, in the medial prefrontal cortex was associated with greater addiction-like behavior for heroin in general and with a greater willingness to work for the drug in particular. In contrast, reduced expression of the D2R in the nucleus accumbens and hippocampus was correlated with greater seeking during signaled nonavailability of the drug. Taken together, these data link reduced expression of both the D2R and Wntless to the explicit motivation for the drug rather than to differences in total drug intake per se.
Collapse
Affiliation(s)
- Diana M Tacelosky
- Department of Pharmacology, College of Medicine, Pennsylvania State University
| | - Danielle N Alexander
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University
| | - Megan Morse
- Department of Pharmacology, College of Medicine, Pennsylvania State University
| | - Andras Hajnal
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University
| | - Arthur Berg
- Division of Biostatistics and Bioinformatics, Department of Public Health Sciences, College of Medicine, Pennsylvania State University
| | - Robert Levenson
- Department of Pharmacology, College of Medicine, Pennsylvania State University
| | - Patricia S Grigson
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University
| |
Collapse
|
213
|
A Functional Magnetic Resonance Imaging Study to Investigate the Utility of a Picture Imagination Task in Investigating Neural Responses in Patients with Chronic Musculoskeletal Pain to Daily Physical Activity Photographs. PLoS One 2015; 10:e0141133. [PMID: 26496709 PMCID: PMC4619796 DOI: 10.1371/journal.pone.0141133] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 10/05/2015] [Indexed: 12/19/2022] Open
Abstract
Pain-related anxiety and fear are associated with increased difficulties in attention, increased awareness of pain, impaired disengagement from pain, and can moderate the effects of attentional coping attempts. Accurately assessing the direct impact of pain-related anxiety and fear on pain behavior has proved difficult. Studies have demonstrated no or limited influence of pain-related fear and anxiety on behavior but this may be due to inherent problems with the scales used. Neuroimaging has improved the understanding of neural processes underlying the factors that influence pain perception. This study aimed to establish if a Picture and Imagination Task (PIT), largely developed from the Photographs of Daily Activity (PHODA) assessment tool, could help explore how people living with chronic pain process information about daily activities. Blood oxygenation level dependent (BOLD) functional magnetic resonance imaging (fMRI) was used to compare brain responses in patients with chronic musculoskeletal pain (CMSKP) (n = 15) and healthy controls (n = 15). Subjects were asked to imagine how they would feel mentally and physically if asked to perform daily activities illustrated in PIT. The results found that a number of regions involved in pain processing saw increased BOLD activation in patients compared with controls when undertaking the task and included the insula, anterior cingulate cortex, thalamus and inferior and superior parietal cortices. Similarly, increased BOLD responses in patients compared to controls in the frontal pole, paracingulate and the supplementary motor cortex may be suggestive of a memory component to the responses The amygdala, orbitofrontal cortex, substantia nigra/ventral tegmentum, putamen, thalamus, pallidum, inferior parietal (supramarginal and angular gyrus) and cingulate cortex were also seen to have greater differences in BOLD signal changes in patients compared with controls and many of these regions are also associated with general phobic responses. Therefore, we suggest that PIT is a useful task to explore pain- and movement-related anxiety and fear in fMRI studies. Regions in the Default Mode Network remained active or were less deactivated during the PIT task in patients with CMSKP compared to healthy controls supporting the contention that the DMN is abnormal in patients with CMSKP.
Collapse
|
214
|
Kamali A, Sair HI, Blitz AM, Riascos RF, Mirbagheri S, Keser Z, Hasan KM. Revealing the ventral amygdalofugal pathway of the human limbic system using high spatial resolution diffusion tensor tractography. Brain Struct Funct 2015; 221:3561-9. [PMID: 26454651 DOI: 10.1007/s00429-015-1119-3] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Accepted: 09/23/2015] [Indexed: 11/28/2022]
Abstract
The amygdala is known to have a role in core processes regulated by the limbic system such as motivation, memory, emotion, social behavior, self-awareness as well as certain primitive instincts. Several functional studies have investigated some of these brain tasks of the human limbic system. However, the underlying neuronal fiber connectivity of the amygdalo-diencephalon, as part of the limbic system, has not been delineated separately by prior diffusion-weighted imaging studies. The ability to trace the underlying fiber connections individually will be helpful in understanding the neurophysiology of these tracts in different functions. To date, few diffusion-weighted studies have focused on the amygdala, yet the fine connections of the amygdala, hypothalamus, septum or other adjacent limbic structures have yet to be elucidated by diffusion-weighted tractography studies. We therefore aimed to further investigate these fine neuronal connections using fiber tractography and high spatial resolution diffusion tensor imaging on 3T on 15 healthy right-handed male human subjects (age range 24-37 years). The ventral amygdalofugal pathway, anterior commissure and stria terminalis are the three main efferent pathways of the amygdala. We delineated the detailed trajectories of the ventral amygdalofugal tract, anterior commissure and their connections bilaterally in 15 normal adult human brains. Using a high-resolution diffusion tensor tractography technique, for the first time, we were able to demonstrate the trajectory of amygdalofugal tract and its connections to the hypothalamic and septal nuclei. We further revealed, for the first time, the close relationship of the amygdalofugal tract and anterior commissure with the fornix, stria terminalis and uncinate fasciculus bilaterally in 15 healthy adult human brains.
Collapse
Affiliation(s)
- Arash Kamali
- Division of Neuroradiology, Department of Diagnostic Radiology, Johns Hopkins University, 600 N. Wolfe St. Phipps B112B, Baltimore, MD, 21287, USA.
| | - Haris I Sair
- Division of Neuroradiology, Department of Diagnostic Radiology, Johns Hopkins University, 600 N. Wolfe St. Phipps B112B, Baltimore, MD, 21287, USA
| | - Ari M Blitz
- Division of Neuroradiology, Department of Diagnostic Radiology, Johns Hopkins University, 600 N. Wolfe St. Phipps B112B, Baltimore, MD, 21287, USA
| | - Roy F Riascos
- Departments of Diagnostic Radiology, University of Texas at Houston, Houston, TX, USA
| | - Saeedeh Mirbagheri
- Division of Neuroradiology, Department of Diagnostic Radiology, Johns Hopkins University, 600 N. Wolfe St. Phipps B112B, Baltimore, MD, 21287, USA
| | - Zafer Keser
- UTHealth Department of Physical Medicine and Rehabilitation, TIRR NeuroRecovery Research Center, Houston, USA
| | - Khader M Hasan
- Departments of Diagnostic Radiology, University of Texas at Houston, Houston, TX, USA
| |
Collapse
|
215
|
Abstract
Gambling disorder recently was reclassified under the category “substance-related and addictive disorders.” With regard to the diagnostic criteria, it overlaps a great deal with substance use disorder, i.e., loss of control, craving/withdrawal, and neglect of other areas of life. However, the gambling disorder symptom “chasing one’s losses” is the only criterion absent from substance use disorder. Therefore, special forms of reward (i.e., gain/loss) processing, such as the processing of loss avoidance and loss aversion, have just recently attracted attention among gambling disorder researchers. Because gambling disorder might be considered an addiction in its “pure” form, i.e., without the influence of a drug of abuse, investigating brain volume changes in people with this behavioral addiction is an important task for neuroimaging researchers in exploring the neural signatures of addiction. Because the brain is a complex network, investigation of alterations in functional connectivity has gained interest among gambling disorder researchers in order to get a more complete picture of functional brain changes in people with gambling disorder. However, only a few studies on brain structure and functional connectivity in gambling disorder have been performed so far. This review focuses on brain imaging studies of reward and loss processing, with an emphasis on loss avoidance and aversion as well as brain volume and functional connectivity in gambling disorder.
Collapse
Affiliation(s)
- Saskia Quester
- Department of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Charité Campus Mitte, Charitéplatz 1, 10117 Berlin, Germany
| | - Nina Romanczuk-Seiferth
- Department of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Charité Campus Mitte, Charitéplatz 1, 10117 Berlin, Germany
| |
Collapse
|
216
|
Zou F, Wu X, Zhai T, Lei Y, Shao Y, Jin X, Tan S, Wu B, Wang L, Yang Z. Abnormal resting-state functional connectivity of the nucleus accumbens in multi-year abstinent heroin addicts. J Neurosci Res 2015; 93:1693-702. [PMID: 26280556 DOI: 10.1002/jnr.23608] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 05/12/2015] [Accepted: 05/20/2015] [Indexed: 11/06/2022]
Abstract
Functional neuroimaging studies suggest that abnormal brain functional connectivity may be the neural underpinning of addiction to illicit drugs and of relapse after successful cessation therapy. Aberrant brain networks have been demonstrated in addicted patients and in newly abstinent addicts. However, it is not known whether abnormal brain connectivity patterns persist after prolonged abstinence. In this cross-sectional study, whole-brain resting-state functional magnetic resonance images (8 min) were collected from 30 heroin-addicted individuals after a long period of abstinence (more than 3 years) and from 30 healthy controls. We first examined the group differences in the resting-state functional connectivity of the nucleus accumbens (NAc), a brain region implicated in relapse-related processes, including craving and reactivity to stress following acute and protracted withdrawal from heroin. We then examined the relation between the duration of abstinence and the altered NAc functional connectivity in the heroin group. We found that, compared with controls, heroin-dependent participants exhibited significantly greater functional connectivity between the right ventromedial prefrontal cortex and the NAc and weaker functional connectivity between the NAc and the left putamen, left precuneus, and supplementary motor area. However, with longer abstinence time, the strength of NAc functional connectivity with the left putamen increased. These results indicate that dysfunction of the NAc functional network is still present in long-term-abstinent heroin-dependent individuals.
Collapse
Affiliation(s)
- Feng Zou
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Xinhuai Wu
- Department of Radiology, Beijing Military General Hospital, Beijing, People's Republic of China
| | - Tianye Zhai
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Yu Lei
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Yongcong Shao
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Xiao Jin
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Shuwen Tan
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Bing Wu
- Department of Radiology, Beijing Military General Hospital, Beijing, People's Republic of China
| | - Lubin Wang
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| | - Zheng Yang
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, People's Republic of China
| |
Collapse
|
217
|
Chu LF, Lin JC, Clemenson A, Encisco E, Sun J, Hoang D, Alva H, Erlendson M, Clark JD, Younger JW. Acute opioid withdrawal is associated with increased neural activity in reward-processing centers in healthy men: A functional magnetic resonance imaging study. Drug Alcohol Depend 2015; 153:314-22. [PMID: 26059463 DOI: 10.1016/j.drugalcdep.2015.04.019] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Revised: 04/20/2015] [Accepted: 04/21/2015] [Indexed: 01/31/2023]
Abstract
BACKGROUND Opioid analgesics are frequently prescribed for chronic pain. One expected consequence of long-term opioid use is the development of physical dependence. Although previous resting state functional magnetic resonance imaging (fMRI) studies have demonstrated signal changes in reward-associated areas following morphine administration, the effects of acute withdrawal on the human brain have been less well-investigated. In an earlier study by our laboratory, ondansetron was shown to be effective in preventing symptoms associated with opioid withdrawal. The purpose of this current study was to characterize neural activity associated with acute opioid withdrawal and examine whether these changes are modified by ondansetron. METHODS Ten participants were enrolled in this placebo-controlled, randomized, double-blind, crossover study and attended three acute opioid withdrawal sessions. Participants received either placebo or ondansetron (8Ymg IV) before morphine administration (10Ymg/70Ykg IV). Participants then underwent acute naloxone-precipitated withdrawal during a resting state fMRI scan. Objective and subjective opioid withdrawal symptoms were assessed. RESULTS Imaging results showed that naloxone-precipitated opioid withdrawal was associated with increased neural activity in several reward processing regions, including the right pregenual cingulate, putamen, and bilateral caudate, and decreased neural activity in networks involved in sensorimotor integration. Ondansetron pretreatment did not have a significant effect on the imaging correlates of opioid withdrawal. CONCLUSIONS This study presents a preliminary investigation of the regional changes in neural activity during acute opioid withdrawal. The fMRI acute opioid withdrawal model may serve as a tool for studying opioid dependence and withdrawal in human participants.
Collapse
Affiliation(s)
- Larry F Chu
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States.
| | - Joanne C Lin
- Department of Psychology, University of Alabama at Birmingham, 233 Campbell Hall, 1300 University Boulevard, Birmingham, AL 35294, United States
| | - Anna Clemenson
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States
| | - Ellen Encisco
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States
| | - John Sun
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States
| | - Dan Hoang
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States
| | - Heather Alva
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States
| | - Matthew Erlendson
- Department of Anesthesia, Stanford University School of Medicine, 300 Pasteur Drive, Grant Building Room S268C, Stanford, CA 94305, United States
| | - J David Clark
- Veterans Affairs Palo Alto Healthcare System, 3801 Miranda Avenue, Palo Alto, CA 94304, United States
| | - Jarred W Younger
- Department of Psychology, University of Alabama at Birmingham, 233 Campbell Hall, 1300 University Boulevard, Birmingham, AL 35294, United States
| |
Collapse
|
218
|
Romanczuk-Seiferth N, van den Brink W, Goudriaan AE. From symptoms to neurobiology: pathological gambling in the light of the new classification in DSM-5. Neuropsychobiology 2015; 70:95-102. [PMID: 25359489 DOI: 10.1159/000362839] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Accepted: 04/13/2014] [Indexed: 11/19/2022]
Abstract
Pathological gambling (PG), as defined until recently in the DSM-IV, shares many clinical characteristics with substance use disorders (SUDs), such as craving and loss of control. Moreover, an increasing body of literature also revealed neurobiological similarities between PG and substance-related addictions. Further, specific treatments for SUD are also effective in pathological gamblers. These observations resulted in a recent change in the diagnostic classification of PG in DSM-5: maladaptive gambling behavior is now subsumed as 'gambling disorder' (GD) under the category 'substance-related and addictive disorders'. On the basis of similarities in clinical characteristics between GD and SUDs, this article proposes 3 main clusters of diagnostic criteria: 'loss of control', 'craving/withdrawal' and 'neglect of other areas in life'. These symptom clusters can then be related to the experimental paradigms commonly used in the neuroscience of addiction, including neuropsychological, neurophysiological and neuroimaging studies. In this paper, we present the neurobiological evidence for PG by focusing on key functional magnetic resonance imaging studies related to these 3 symptom clusters. It is concluded that these symptom clusters provide a useful framework for systematic comparisons of new evidence in GD and SUDs in the future.
Collapse
Affiliation(s)
- Nina Romanczuk-Seiferth
- Department of Psychiatry and Psychotherapy, Campus Mitte, Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | | |
Collapse
|
219
|
Kaufman MJ, Janes AC, Hudson JI, Brennan BP, Kanayama G, Kerrigan AR, Jensen JE, Pope HG. Brain and cognition abnormalities in long-term anabolic-androgenic steroid users. Drug Alcohol Depend 2015; 152:47-56. [PMID: 25986964 PMCID: PMC4458166 DOI: 10.1016/j.drugalcdep.2015.04.023] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 04/21/2015] [Accepted: 04/22/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Anabolic-androgenic steroid (AAS) use is associated with psychiatric symptoms including increased aggression as well as with cognitive dysfunction. The brain effects of long-term AAS use have not been assessed in humans. METHODS This multimodal magnetic resonance imaging study of the brain compared 10 male weightlifters reporting long-term AAS use with 10 age-matched weightlifters reporting no AAS exposure. Participants were administered visuospatial memory tests and underwent neuroimaging. Brain volumetric analyses were performed; resting-state fMRI functional connectivity (rsFC) was evaluated using a region-of-interest analysis focused on the amygdala; and dorsal anterior cingulate cortex (dACC) metabolites were quantified by proton magnetic resonance spectroscopy (MRS). RESULTS AAS users had larger right amygdala volumes than nonusers (P=0.002) and reduced rsFC between right amygdala and frontal, striatal, limbic, hippocampal, and visual cortical areas. Left amygdala volumes were slightly larger in AAS users (P=0.061) but few group differences were detected in left amygdala rsFC. AAS users also had lower dACC scyllo-inositol levels (P=0.004) and higher glutamine/glutamate ratios (P=0.028), possibly reflecting increased glutamate turnover. On a visuospatial cognitive task, AAS users performed more poorly than nonusers, with the difference approaching significance (P=0.053). CONCLUSIONS Long-term AAS use is associated with right amygdala enlargement and reduced right amygdala rsFC with brain areas involved in cognitive control and spatial memory, which could contribute to the psychiatric effects and cognitive dysfunction associated with AAS use. The MRS abnormalities we detected could reflect enhanced glutamate turnover and increased vulnerability to neurotoxic or neurodegenerative processes, which could contribute to AAS-associated cognitive dysfunction.
Collapse
Affiliation(s)
- Marc J. Kaufman
- McLean Imaging Center, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - Amy C. Janes
- McLean Imaging Center, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - James I. Hudson
- Biological Psychiatry Laboratory, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - Brian P. Brennan
- Biological Psychiatry Laboratory, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - Gen Kanayama
- Biological Psychiatry Laboratory, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - Andrew R. Kerrigan
- McLean Imaging Center, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - J. Eric Jensen
- McLean Imaging Center, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| | - Harrison G. Pope
- Biological Psychiatry Laboratory, McLean Hospital, and the Department of Psychiatry, Harvard Medical School, 115 Mill St., Belmont, Massachusetts, 02478, USA
| |
Collapse
|
220
|
Droutman V, Read SJ, Bechara A. Revisiting the role of the insula in addiction. Trends Cogn Sci 2015; 19:414-20. [PMID: 26066588 PMCID: PMC4486609 DOI: 10.1016/j.tics.2015.05.005] [Citation(s) in RCA: 214] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Revised: 05/07/2015] [Accepted: 05/11/2015] [Indexed: 11/18/2022]
Abstract
Brain lesions that damage the insular cortex (IC) interrupt addictive behaviors, suggesting that drug addiction sensitizes the insula. However, neuroimaging studies seem to lead to an opposite picture: structural neuroimaging studies show reduced gray matter volume of the IC of drug users, and functional neuroimaging studies show reduced IC activity when drug users perform decision-making tasks. These results have been interpreted as indicating that addictive behaviors are associated with reduced interoceptive signaling within the IC. Here, we use this apparent contradiction to examine the possible roles of the insula in addiction, identify open questions, and explore ways to address them.
Collapse
Affiliation(s)
- Vita Droutman
- Department of Psychology, University of Southern California, Los Angeles, CA, USA.
| | - Stephen J Read
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Antoine Bechara
- Department of Psychology, University of Southern California, Los Angeles, CA, USA; Brain and Creativity Institute, University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
221
|
Weiland BJ, Sabbineni A, Calhoun VD, Welsh RC, Bryan AD, Jung RE, Mayer AR, Hutchison KE. Reduced left executive control network functional connectivity is associated with alcohol use disorders. Alcohol Clin Exp Res 2015; 38:2445-53. [PMID: 25257293 DOI: 10.1111/acer.12505] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Accepted: 05/27/2014] [Indexed: 11/26/2022]
Abstract
BACKGROUND Altered functional connectivity in critical networks has been associated with chronic alcohol abuse. In turn, changes in connectivity in executive control networks (ECNs) may undermine the ability to control alcohol consumption. It was hypothesized that network connectivity would be reduced in individuals with problematic alcohol use (ALC) compared with controls and that diminished network connectivity would be associated with greater failure to control drinking. METHODS Resting-state functional magnetic resonance imaging was analyzed to identify 14 previously identified intrinsic connectivity networks (ICNs) using a priori regions of interest in cases ranging from binge drinkers to those with severe alcohol use disorder, as well as control subjects. Analyses tested for differences in network connectivity strength between 255 ALC cases and 87 age- and gender-matched controls. Further, structural equation analysis, using 383 ALC cases, tested whether functional connectivity strength mediated the relationship between years of regular drinking and alcohol problems. RESULTS The age- and gender-matched analysis showed that ALC had significantly lower network connectivity strength than controls in the left executive control (LECN), basal ganglia, and primary visual networks. For all ALC, LECN connectivity strength is negatively correlated with failed control and alcohol disorder severity. Edges connecting parietal regions with dorsolateral prefrontal, middle frontal, and temporal regions within the LECN drove these relationships. A positive association between years of drinking and severity of alcohol problems was mediated by reduced ECN connectivity. CONCLUSIONS This study reports relationships between network strength and problematic alcohol use, suggesting that chronic drinking negatively impacts brain connectivity, specifically in the LECN. Altered functional connectivity, related to chronic alcohol abuse, may contribute to the etiology of alcohol dependence and relapse.
Collapse
Affiliation(s)
- Barbara J Weiland
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | | | | | | | | | | | | | | |
Collapse
|
222
|
Diffusivity of the uncinate fasciculus in heroin users relates to their levels of anxiety. Transl Psychiatry 2015; 5:e554. [PMID: 25918991 PMCID: PMC4462611 DOI: 10.1038/tp.2015.48] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 02/11/2015] [Accepted: 03/01/2015] [Indexed: 01/19/2023] Open
Abstract
Heroin use is closely associated with emotional dysregulation, which may explain its high comorbidity with disorders such as anxiety and depression. However, the understanding of the neurobiological etiology of the association between heroin use and emotional dysregulation is limited. Previous studies have suggested an impact of heroin on diffusivity in white matter involving the emotional regulatory system, but the specificity of this finding remains to be determined. Therefore, this study investigated the association between heroin use and diffusivity of white matter tracts in heroin users and examined whether the tracts were associated with their elevated anxiety and depression levels. A sample of 26 right-handed male abstinent heroin users (25 to 42 years of age) and 32 matched healthy controls (19 to 55 years of age) was recruited for this study. Diffusion tensor imaging data were collected, and their levels of anxiety and depression were assessed using the Hospital Anxiety and Depression Scale. Our findings indicated that heroin users exhibited higher levels of anxiety and depression, but the heroin use-associated left uncinate fasciculus was only related to their anxiety level, suggesting that association between heroin and anxiety has an incremental organic basis but that for depression could be a threshold issue. This finding improves our understanding of heroin addiction and its comorbid affective disorder and facilitates future therapeutic development.
Collapse
|
223
|
Kolodny A, Courtwright DT, Hwang CS, Kreiner P, Eadie JL, Clark TW, Alexander GC. The prescription opioid and heroin crisis: a public health approach to an epidemic of addiction. Annu Rev Public Health 2015; 36:559-74. [PMID: 25581144 DOI: 10.1146/annurev-publhealth-031914-122957] [Citation(s) in RCA: 942] [Impact Index Per Article: 94.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Public health authorities have described, with growing alarm, an unprecedented increase in morbidity and mortality associated with use of opioid pain relievers (OPRs). Efforts to address the opioid crisis have focused mainly on reducing nonmedical OPR use. Too often overlooked, however, is the need for preventing and treating opioid addiction, which occurs in both medical and nonmedical OPR users. Overprescribing of OPRs has led to a sharp increase in the prevalence of opioid addiction, which in turn has been associated with a rise in overdose deaths and heroin use. A multifaceted public health approach that utilizes primary, secondary, and tertiary opioid addiction prevention strategies is required to effectively reduce opioid-related morbidity and mortality. We describe the scope of this public health crisis, its historical context, contributing factors, and lines of evidence indicating the role of addiction in exacerbating morbidity and mortality, and we provide a framework for interventions to address the epidemic of opioid addiction.
Collapse
Affiliation(s)
- Andrew Kolodny
- Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts 02454; , , ,
| | | | | | | | | | | | | |
Collapse
|
224
|
Ko CH, Hsieh TJ, Wang PW, Lin WC, Yen CF, Chen CS, Yen JY. Altered gray matter density and disrupted functional connectivity of the amygdala in adults with Internet gaming disorder. Prog Neuropsychopharmacol Biol Psychiatry 2015; 57:185-92. [PMID: 25448779 DOI: 10.1016/j.pnpbp.2014.11.003] [Citation(s) in RCA: 95] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Revised: 11/06/2014] [Accepted: 11/06/2014] [Indexed: 11/27/2022]
Abstract
OBJECTIVES The aim of this study was to evaluate the altered brain structure and functional connectivity (FC) among subjects with Internet gaming disorder (IGD). METHODS We recruited 30 males with IGD and 30 controls and evaluated their gray matter density (GMD) and FC using resting fMRI. The severities of IGD, gaming urge, and impulsivity were also assessed. RESULTS The results demonstrated that the subjects with IGD had a higher impulsivity and a greater severity of IGD. The subjects with IGD had a lower GMD over the bilateral amygdala than the controls. Further, the subjects with IGD had lower FC with the left amygdala over the left dorsolateral prefrontal lobe (DLPFC) and with the right amygdala over the left DLPFC and orbital frontal lobe (OFL). They also had higher FC with the bilateral amygdala over the contralateral insula than the controls. The FC between the left amygdala and DLPFC was negatively correlated with impulsivity. The FC of the right amygdala to the left DLPFC and orbital frontal lobe was also negatively correlated with impulsivity. Our results indicated that the altered GMD over the amygdala might represent vulnerability to IGD, such as impulsivity. Further analysis of the amygdala demonstrated impaired FC to the frontal lobe, which represents impulsivity. CONCLUSION The results of this study suggested that the amygdala plays a very influential role in the mechanism of IGD. Its detailed role should be further evaluated in future study and should be considered in the treatment of IGD.
Collapse
Affiliation(s)
- Chih-Hung Ko
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Psychiatry, Kaohsiung Municipal Hsiao-Kang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tsyh-Jyi Hsieh
- Department of Radiology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Radiology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Peng-Wei Wang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wei-Chen Lin
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Cheng-Fang Yen
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Cheng-Sheng Chen
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ju-Yu Yen
- Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Psychiatry, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan.
| |
Collapse
|
225
|
Increased functional connectivity in the resting-state basal ganglia network after acute heroin substitution. Transl Psychiatry 2015; 5:e533. [PMID: 25803496 PMCID: PMC4354356 DOI: 10.1038/tp.2015.28] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Revised: 01/06/2015] [Accepted: 01/20/2015] [Indexed: 01/17/2023] Open
Abstract
Reinforcement signals in the striatum are known to be crucial for mediating the subjective rewarding effects of acute drug intake. It is proposed that these effects may be more involved in early phases of drug addiction, whereas negative reinforcement effects may occur more in later stages of the illness. This study used resting-state functional magnetic resonance imaging to explore whether acute heroin substitution also induced positive reinforcement effects in striatal brain regions of protracted heroin-maintained patients. Using independent component analysis and a dual regression approach, we compared resting-state functional connectivity (rsFC) strengths within the basal ganglia/limbic network across a group of heroin-dependent patients receiving both an acute infusion of heroin and placebo and 20 healthy subjects who received placebo only. Subsequent correlation analyses were performed to test whether the rsFC strength under heroin exposure correlated with the subjective rewarding effect and with plasma concentrations of heroin and its main metabolites morphine. Relative to the placebo treatment in patients, heroin significantly increased rsFC of the left putamen within the basal ganglia/limbic network, the extent of which correlated positively with patients' feelings of rush and with the plasma level of morphine. Furthermore, healthy controls revealed increased rsFC of the posterior cingulate cortex/precuneus in this network relative to the placebo treatment in patients. Our results indicate that acute heroin substitution induces a subjective rewarding effect via increased striatal connectivity in heroin-dependent patients, suggesting that positive reinforcement effects in the striatum still occur after protracted maintenance therapy.
Collapse
|
226
|
Konova AB, Moeller SJ, Tomasi D, Goldstein RZ. Effects of chronic and acute stimulants on brain functional connectivity hubs. Brain Res 2015; 1628:147-56. [PMID: 25721787 DOI: 10.1016/j.brainres.2015.02.002] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Revised: 01/29/2015] [Accepted: 02/01/2015] [Indexed: 12/16/2022]
Abstract
The spatial distribution and strength of information processing 'hubs' are essential features of the brain׳s network topology, and may thus be particularly susceptible to neuropsychiatric disease. Despite growing evidence that drug addiction alters functioning and connectivity of discrete brain regions, little is known about whether chronic drug use is associated with abnormalities in this network-level organization, and if such abnormalities could be targeted for intervention. We used functional connectivity density (FCD) mapping to evaluate how chronic and acute stimulants affect brain hubs (i.e., regions with many short-range or long-range functional connections). Nineteen individuals with cocaine use disorders (CUD) and 15 healthy controls completed resting-state fMRI scans following a randomly assigned dose of methylphenidate (MPH; 20mg) or placebo. Short-range and long-range FCD maps were computed for each participant and medication condition. CUD participants had increased short-range and long-range FCD in the ventromedial prefrontal cortex, posterior cingulate/precuneus, and putamen/amygdala, which in areas of the default mode network correlated with years of use. Across participants, MPH decreased short-range FCD in the thalamus/putamen, and decreased long-range FCD in the supplementary motor area and postcentral gyrus. Increased density of short-range and long-range functional connections to default mode hubs in CUD suggests an overrepresentation of these resource-expensive hubs. While the effects of MPH on FCD were only partly overlapping with those of CUD, MPH-induced reduction in the density of short-range connections to the putamen/thalamus, a network of core relevance to habit formation and addiction, suggests that some FCD abnormalities could be targeted for intervention.
Collapse
Affiliation(s)
- Anna B Konova
- Center for Neural Science, New York University, New York, NY 10003, United States
| | - Scott J Moeller
- Departments of Psychiatry & Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Dardo Tomasi
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD 20892, United States
| | - Rita Z Goldstein
- Departments of Psychiatry & Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States.
| |
Collapse
|
227
|
Wollman SC, Alhassoon OM, Stern MJ, Hall MG, Rompogren J, Kimmel CL, Perez-Figueroa AM. White matter abnormalities in long-term heroin users: a preliminary neuroimaging meta-analysis. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2015; 41:133-8. [PMID: 25664621 DOI: 10.3109/00952990.2014.985829] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Diffusion tensor imaging has been used to explore white matter changes in heroin-dependent patients; however, results have been inconsistent. OBJECTIVES The current study meta-analytically examines the neuroimaging findings of all studies published before 2014 using the novel technique of Effect Size Signed Differential Mapping (ES-SDM). METHODS Two independent investigators searched three databases for whole-brain voxel-based fractional anisotropy morphometric studies involving heroin use without comorbid polysubstance abuse. Of 59 initial primary studies, four met stringent inclusion criteria. RESULTS RESULTS from this preliminary analysis indicate that heroin abusers may have significant reductions in fractional anisotropy in the bilateral frontal sub-gyral regions extending from the limbic structures to the prefrontal association cortices, implicating damage to the cingulum and superior longitudinal fasciculus. Exploratory moderator analyses indicate that the potential damage in the left cingulate gyrus may increase with longer use and decrease after long-term abstinence. CONCLUSION These preliminary findings suggest that heroin abuse is significantly associated with damage to white matter integrity. These results are considered preliminary and analyses should be revisited with more primary studies focusing on either long- or short-term abuse as well as abstinence.
Collapse
Affiliation(s)
- Scott C Wollman
- California School of Professional Psychology , San Diego and
| | | | | | | | | | | | | |
Collapse
|
228
|
|
229
|
Yuan Q, Rubic M, Seah J, Rae C, Wright IMR, Kaltenbach K, Feller JM, Abdel-Latif ME, Chu C, Oei JL. Do maternal opioids reduce neonatal regional brain volumes? A pilot study. J Perinatol 2014; 34:909-13. [PMID: 24945162 DOI: 10.1038/jp.2014.111] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 04/18/2014] [Accepted: 04/21/2014] [Indexed: 01/17/2023]
Abstract
OBJECTIVE A substantial number of children exposed to gestational opioids have neurodevelopmental, behavioral and cognitive problems. Opioids are not neuroteratogens but whether they affect the developing brain in more subtle ways (for example, volume loss) is unclear. We aimed to determine the feasibility of using magnetic resonance imaging (MRI) to assess volumetric changes in healthy opioid-exposed infants. STUDY DESIGN Observational pilot cohort study conducted in two maternity hospitals in New South Wales, Australia. Maternal history and neonatal urine and meconium screens were obtained to confirm drug exposure. Volumetric analysis of MRI scans was performed with the ITK-snap program. RESULT Scans for 16 infants (mean (s.d.) gestational age: 40.9 (1.5) weeks, birth weight: 3022.5 (476.6) g, head circumference (HC): 33.7 (1.5 cm)) were analyzed. Six (37.5%) infants had HC <25th percentile. Fourteen mothers used methadone, four used buprenorphine and 11 used more than one opioid (including heroin, seven). All scans were structurally normal whole brain volumes (357.4 (63.8)) and basal ganglia (14.5 (3.5)) ml were significantly smaller than population means (425.4 (4.8), 17.1 (4.4) ml, respectively) but lateral ventricular volumes (3.5 (1.8) ml) were larger than population values (2.1(1.5)) ml. CONCLUSION Our pilot study suggests that brain volumes of opioid-exposed babies may be smaller than population means and that specific regions, for example, basal ganglia, that are involved in neurotransmission, may be particularly affected. Larger studies including correlation with neurodevelopmental outcomes are warranted to substantiate this finding.
Collapse
Affiliation(s)
- Q Yuan
- School of Women's and Children's Health, University of New South Wales, Randwick, NSW, Australia
| | - M Rubic
- School of Women's and Children's Health, University of New South Wales, Randwick, NSW, Australia
| | - J Seah
- School of Women's and Children's Health, University of New South Wales, Randwick, NSW, Australia
| | - C Rae
- Neuroscience Research Australia, University of New South Wales, Randwick, NSW, Australia
| | - I M R Wright
- Graduate School of Medicine and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW, Australia
| | - K Kaltenbach
- Department of Pediatrics, Thomas Jefferson University, Philadelphia, PA, USA
| | - J M Feller
- 1] School of Women's and Children's Health, University of New South Wales, Randwick, NSW, Australia [2] Department of Paediatrics, Sydney Children's Hospital, Randwick, NSW, Australia
| | - M E Abdel-Latif
- 1] Department of Neonatology, Centenary Hospital for Women and Children, Canberra, ACT, Australia [2] School of Clinical Medicine, Australian National University, Woden, ACT, Australia
| | - C Chu
- Department of Radiology, The Wollongong Hospital, Wollongong, NSW, Australia
| | - J L Oei
- 1] School of Women's and Children's Health, University of New South Wales, Randwick, NSW, Australia [2] Department of Newborn Care, Royal Hospital for Women, Randwick, NSW, Australia
| | | |
Collapse
|
230
|
Gorka SM, Fitzgerald DA, Angstadt M, Phan KL, Phan KL. Opioid modulation of resting-state anterior cingulate cortex functional connectivity. J Psychopharmacol 2014; 28:1115-24. [PMID: 25237122 PMCID: PMC5613932 DOI: 10.1177/0269881114548436] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Individuals misuse oxycodone, a widely prescribed opioid analgesic, in part to self-medicate physical and emotional pain. Physical and emotional pain is thought to be represented in the brain by a 'pain matrix,' consisting of the insula, thalamus, and somatosensory cortices, with processing of the affective dimension of pain in the dorsal and rostral anterior cingulate cortex (ACC). The current study examined oxycodone's effects on resting-state functional connectivity between the dorsal ACC, rostral ACC, and other regions of the pain matrix using functional magnetic resonance imaging (fMRI). In a within-subjects, randomized, double-blind, placebo-controlled, dose-response design, 14 healthy subjects completed a resting-state scan following ingestion of placebo, 10 mg, or 20 mg of oxycodone. Functional correlations between the dorsal and rostral ACC seed regions and the pain matrix were examined and compared across sessions. Both doses of oxycodone reduced functional coupling between the dorsal ACC and bilateral anterior insula/putamen and the rostral ACC and right insula relative to placebo (no differences between doses). The findings do not withstand correction for multiple comparisons, and thus should be considered preliminary. However, they are consistent with the idea that oxycodone may produce its physical and emotional 'analgesic' effects through disruption of ACC-insula and ACC-putamen connectivity.
Collapse
Affiliation(s)
- Stephanie M. Gorka
- University of Illinois – Chicago, Department of Psychology, 1007 West Harrison St. (M/C 285), Chicago, IL 60657
| | - Daniel A. Fitzgerald
- University of Illinois-Chicago, Department of Psychiatry, 1747 West Roosevelt Road, Chicago, IL 60608
| | - Mike Angstadt
- University of Michigan, Department of Psychiatry, 4250 Plymouth Road, Ann Arbor, MI 48109
| | - K. Luan Phan
- University of Illinois-Chicago, Department of Psychiatry, 1747 West Roosevelt Road, Chicago, IL 60608,University of Michigan, Department of Psychiatry, 4250 Plymouth Road, Ann Arbor, MI 48109,Jesse Brown VA Medical Center, Mental Health Service Line, 820 S. Damen Avenue, Chicago, IL 60612
| | - K Luan Phan
- Department of Psychiatry, University of Illinois-Chicago, Chicago, IL, USA Department of Psychology, University of Illinois-Chicago, Chicago, IL, USA Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA Jesse Brown VA Medical Center, Mental Health Service Line, Chicago, IL, USA
| |
Collapse
|
231
|
Zhu D, Zhang T, Jiang X, Hu X, Chen H, Yang N, Lv J, Han J, Guo L, Liu T. Fusing DTI and fMRI data: a survey of methods and applications. Neuroimage 2014; 102 Pt 1:184-91. [PMID: 24103849 PMCID: PMC4012015 DOI: 10.1016/j.neuroimage.2013.09.071] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2013] [Revised: 05/20/2013] [Accepted: 09/27/2013] [Indexed: 01/20/2023] Open
Abstract
The relationship between brain structure and function has been one of the centers of research in neuroimaging for decades. In recent years, diffusion tensor imaging (DTI) and functional magnetic resonance imaging (fMRI) techniques have been widely available and popular in cognitive and clinical neurosciences for examining the brain's white matter (WM) micro-structures and gray matter (GM) functions, respectively. Given the intrinsic integration of WM/GM and the complementary information embedded in DTI/fMRI data, it is natural and well-justified to combine these two neuroimaging modalities together to investigate brain structure and function and their relationships simultaneously. In the past decade, there have been remarkable achievements of DTI/fMRI fusion methods and applications in neuroimaging and human brain mapping community. This survey paper aims to review recent advancements on methodologies and applications in incorporating multimodal DTI and fMRI data, and offer our perspectives on future research directions. We envision that effective fusion of DTI/fMRI techniques will play increasingly important roles in neuroimaging and brain sciences in the years to come.
Collapse
Affiliation(s)
- Dajiang Zhu
- Cortical Architecture Imaging and Discovery Lab, Department of Computer Science, The University of Georgia, Athens, GA, USA
| | - Tuo Zhang
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Xi Jiang
- Cortical Architecture Imaging and Discovery Lab, Department of Computer Science, The University of Georgia, Athens, GA, USA
| | - Xintao Hu
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Hanbo Chen
- Cortical Architecture Imaging and Discovery Lab, Department of Computer Science, The University of Georgia, Athens, GA, USA
| | - Ning Yang
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Jinglei Lv
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Junwei Han
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Lei Guo
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Tianming Liu
- Cortical Architecture Imaging and Discovery Lab, Department of Computer Science, The University of Georgia, Athens, GA, USA; BioImaging Research Center, The University of Georgia, Athens, GA, USA
| |
Collapse
|
232
|
London ED, Kohno M, Morales AM, Ballard ME. Chronic methamphetamine abuse and corticostriatal deficits revealed by neuroimaging. Brain Res 2014; 1628:174-85. [PMID: 25451127 DOI: 10.1016/j.brainres.2014.10.044] [Citation(s) in RCA: 131] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Revised: 10/17/2014] [Accepted: 10/22/2014] [Indexed: 01/05/2023]
Abstract
Despite aggressive efforts to contain it, methamphetamine use disorder continues to be major public health problem; and with generic behavioral therapies still the mainstay of treatment for methamphetamine abuse, rates of attrition and relapse remain high. This review summarizes the findings of structural, molecular, and functional neuroimaging studies of methamphetamine abusers, focusing on cortical and striatal abnormalities and their potential contributions to cognitive and behavioral phenotypes that can serve to promote compulsive drug use. These studies indicate that individuals with a history of chronic methamphetamine abuse often display several signs of corticostriatal dysfunction, including abnormal gray- and white-matter integrity, monoamine neurotransmitter system deficiencies, neuroinflammation, poor neuronal integrity, and aberrant patterns of brain connectivity and function, both when engaged in cognitive tasks and at rest. More importantly, many of these neural abnormalities were found to be linked with certain addiction-related phenotypes that may influence treatment response (e.g., poor self-control, cognitive inflexibility, maladaptive decision-making), raising the possibility that they may represent novel therapeutic targets.
Collapse
Affiliation(s)
- Edythe D London
- Departments of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California 90024; Departments of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California 90024; Departments of Brain Research Institute, University of California, Los Angeles, Los Angeles, California 90024.
| | - Milky Kohno
- Departments of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California 90024
| | - Angelica M Morales
- Departments of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California 90024
| | - Michael E Ballard
- Departments of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California 90024
| |
Collapse
|
233
|
Acheson A, Wijtenburg SA, Rowland LM, Winkler AM, Gaston F, Mathias CW, Fox PT, Lovallo WR, Wright SN, Hong LE, Dougherty DM, Kochunov P. Assessment of whole brain white matter integrity in youths and young adults with a family history of substance-use disorders. Hum Brain Mapp 2014; 35:5401-13. [PMID: 24867528 PMCID: PMC4206569 DOI: 10.1002/hbm.22559] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Revised: 05/08/2014] [Accepted: 05/13/2014] [Indexed: 12/14/2022] Open
Abstract
Individuals with a family history of substance use disorders (FH+) are at a greater risk of developing substance use disorders than their peers with no such family histories (FH-) and this vulnerability is proportional to the number of affected relatives (FH density). The risk for developing substance use disorders peaks during adolescence to early adulthood in the general population, and that is thought to be related to delayed maturation of frontocortical and frontostriatal functional circuits. We hypothesized that FH+ youth and young adults have impaired myelination of frontocortical and frontostriatal white matter tracts. We examined fractional anisotropy (FA) data in 80 FH+ and 34 FH- youths (12.9 ± 1.0 years) and in 25 FH+ and 30 FH- young adults (24.3 ± 3.4 years). FH+ youths had lower FA values in both frontocortical and frontostriatal tracts as well as parietocortical tracts including the anterior, superior and posterior corona radiata and the superior frontal-occipital fasciculus. Moreover, FA values in these tracts were negatively correlated with FH density. FH+ adults had lower FA values in two frontocortical tracts: the genu of the corpus callosum and anterior corona radiata and also significant negative correlations between FA and FH density in these same tracts. In both groups, lower FA values corresponded to higher radial diffusivity suggesting reduced axonal myelination. We interpreted our findings as evidence for impaired myelination of frontal white matter that was proportional to FH density. Our data suggest that deficits may partially resolve with age, paralleling an age-related decline in risk for developing substance use disorders.
Collapse
Affiliation(s)
- Ashley Acheson
- Department of PsychiatryUniversity of Texas Health Science Center at San AntonioSan AntonioTexas
- Research Imaging InstituteUniversity of Texas Health Science Center at San AntonioSan AntonioTexas
| | - S. Andrea Wijtenburg
- Maryland Psychiatric Research CenterDepartment of PsychiatryUniversity of Maryland School of MedicineBaltimoreMaryland
| | - Laura M. Rowland
- Maryland Psychiatric Research CenterDepartment of PsychiatryUniversity of Maryland School of MedicineBaltimoreMaryland
- Russell H. Morgan Department of Radiology and Radiological ScienceJohns Hopkins UniversityBaltimoreMaryland
| | - Anderson M. Winkler
- Oxford Centre for Functional MRI of the BrainUniversity of OxfordOxfordUnited Kingdom
- Department of PsychiatryYale University School of MedicineNew HavenConnecticut
| | - Frank Gaston
- Maryland Psychiatric Research CenterDepartment of PsychiatryUniversity of Maryland School of MedicineBaltimoreMaryland
| | - Charles W. Mathias
- Department of PsychiatryUniversity of Texas Health Science Center at San AntonioSan AntonioTexas
| | - Peter T. Fox
- Research Imaging InstituteUniversity of Texas Health Science Center at San AntonioSan AntonioTexas
| | - William R. Lovallo
- Behavioral Sciences LaboratoriesVeterans Affairs Medical Center and University of Oklahoma Health Sciences CenterOklahoma CityOklahoma
| | - Susan N. Wright
- Maryland Psychiatric Research CenterDepartment of PsychiatryUniversity of Maryland School of MedicineBaltimoreMaryland
| | - L. Elliot Hong
- Maryland Psychiatric Research CenterDepartment of PsychiatryUniversity of Maryland School of MedicineBaltimoreMaryland
| | - Donald M. Dougherty
- Department of PsychiatryUniversity of Texas Health Science Center at San AntonioSan AntonioTexas
| | - Peter Kochunov
- Maryland Psychiatric Research CenterDepartment of PsychiatryUniversity of Maryland School of MedicineBaltimoreMaryland
| |
Collapse
|
234
|
Acheson A, Wijtenburg SA, Rowland LM, Winkler AM, Gaston F, Mathias CW, Fox PT, Lovallo WR, Wright SN, Hong LE, Dougherty DM, Kochunov P. Assessment of whole brain white matter integrity in youths and young adults with a family history of substance-use disorders. Hum Brain Mapp 2014. [PMID: 24867528 DOI: 10.1002/hbm.22559.assessment] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2023] Open
Abstract
Individuals with a family history of substance use disorders (FH+) are at a greater risk of developing substance use disorders than their peers with no such family histories (FH-) and this vulnerability is proportional to the number of affected relatives (FH density). The risk for developing substance use disorders peaks during adolescence to early adulthood in the general population, and that is thought to be related to delayed maturation of frontocortical and frontostriatal functional circuits. We hypothesized that FH+ youth and young adults have impaired myelination of frontocortical and frontostriatal white matter tracts. We examined fractional anisotropy (FA) data in 80 FH+ and 34 FH- youths (12.9 ± 1.0 years) and in 25 FH+ and 30 FH- young adults (24.3 ± 3.4 years). FH+ youths had lower FA values in both frontocortical and frontostriatal tracts as well as parietocortical tracts including the anterior, superior and posterior corona radiata and the superior frontal-occipital fasciculus. Moreover, FA values in these tracts were negatively correlated with FH density. FH+ adults had lower FA values in two frontocortical tracts: the genu of the corpus callosum and anterior corona radiata and also significant negative correlations between FA and FH density in these same tracts. In both groups, lower FA values corresponded to higher radial diffusivity suggesting reduced axonal myelination. We interpreted our findings as evidence for impaired myelination of frontal white matter that was proportional to FH density. Our data suggest that deficits may partially resolve with age, paralleling an age-related decline in risk for developing substance use disorders.
Collapse
Affiliation(s)
- Ashley Acheson
- Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas; Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
235
|
Hou X, Zhang R, Lv H, Cai X, Xie G, Song X. Acupuncture at Baihui and Dazhui reduces brain cell apoptosis in heroin readdicts. Neural Regen Res 2014; 9:164-70. [PMID: 25206797 PMCID: PMC4146158 DOI: 10.4103/1673-5374.125345] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2013] [Indexed: 11/19/2022] Open
Abstract
Acupuncture at Baihui (GV20) and Dazhui (GV14) reduces neuronal loss and attenuates ultrastructural damage in cerebral ischemic rats. However, whether acupuncture can treat addiction and prevent readdiction through changes to brain cell ultrastructure remains unknown. In this study, cell apoptosis was observed in the hippocampus and frontal lobe of heroin readdicted rats by electron microscopy. Immunohistochemical staining displayed a reduction in Bcl-2 expression and an increase in Bax expression in the hippocampus and frontal lobe. After rats were given acupuncture at Baihui and Dazhui, the pathological damage in the hippocampus and frontal lobe was significantly reduced, Bcl-2 expression was upregulated and Bax expression was downregulated. Acupuncture exerted a similar effect with methadone, a commonly used drug for clinical treatment of drug addiction. Experimental findings suggest that acupuncture at Dazhui and Baihui can prevent brain cell apoptosis in heroin readdicted rats.
Collapse
Affiliation(s)
- Xiaorong Hou
- Research Institute of Acupuncture and Meridian, Anhui University of Traditional Chinese Medicine, Anhui Key Laboratory of Foundation and Technology of Acupuncture and Moxibustion (Cultivating Base), Hefei, Anhui Province, China
| | - Rongjun Zhang
- Department of Human Anatomy, School of Integrated Traditional Chinese & Western Medicine, Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
| | - Hang Lv
- Department of Acupuncture and Tuina, School of Acupuncture & Osteology, Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
| | - Xinghui Cai
- Research Institute of Acupuncture and Meridian, Anhui University of Traditional Chinese Medicine, Anhui Key Laboratory of Foundation and Technology of Acupuncture and Moxibustion (Cultivating Base), Hefei, Anhui Province, China
| | - Guangchuan Xie
- Department of Acupuncture and Tuina, School of Acupuncture & Osteology, Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
| | - Xiaoge Song
- Research Institute of Acupuncture and Meridian, Anhui University of Traditional Chinese Medicine, Anhui Key Laboratory of Foundation and Technology of Acupuncture and Moxibustion (Cultivating Base), Hefei, Anhui Province, China
| |
Collapse
|
236
|
Zhai TY, Shao YC, Xie CM, Ye EM, Zou F, Fu LP, Li WJ, Chen G, Chen GY, Zhang ZG, Li SJ, Yang Z. Altered intrinsic hippocmapus declarative memory network and its association with impulsivity in abstinent heroin dependent subjects. Behav Brain Res 2014; 272:209-17. [PMID: 25008351 DOI: 10.1016/j.bbr.2014.06.054] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 06/23/2014] [Accepted: 06/26/2014] [Indexed: 12/19/2022]
Abstract
Converging evidence suggests that addiction can be considered a disease of aberrant learning and memory with impulsive decision-making. In the past decades, numerous studies have demonstrated that drug addiction is involved in multiple memory systems such as classical conditioned drug memory, instrumental learning memory and the habitual learning memory. However, most of these studies have focused on the contributions of non-declarative memory, and declarative memory has largely been neglected in the research of addiction. Based on a recent finding that hippocampus, as a core functioning region of declarative memory, was proved biased the decision-making process based on past experiences by spreading associated reward values throughout memory. Our present study focused on the hippocampus. By utilizing seed-based network analysis on the resting-state functional MRI datasets with the seed hippocampus we tested how the intrinsic hippocampal memory network altered toward drug addiction, and examined how the functional connectivity strength within the altered hippocampal network correlated with behavioral index 'impulsivity'. Our results demonstrated that HD group showed enhanced coherence between hippocampus which represents declarative memory system and non-declarative reward-guided learning memory system, and also showed attenuated intrinsic functional link between hippocampus and top-down control system, compared to the CN group. This alteration was furthered found to have behavioral significance over the behavioral index 'impulsivity' measured with Barratt Impulsiveness Scale (BIS). These results provide insights into the mechanism of declarative memory underlying the impulsive behavior in drug addiction.
Collapse
Affiliation(s)
- Tian-Ye Zhai
- Department of Biomedical Engineering, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, PR China; Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China; Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Yong-Cong Shao
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China.
| | - Chun-Ming Xie
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China; Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - En-Mao Ye
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China
| | - Feng Zou
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China
| | - Li-Ping Fu
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China
| | - Wen-Jun Li
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Gang Chen
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Guang-Yu Chen
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Zheng-Guo Zhang
- Department of Biomedical Engineering, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, PR China.
| | - Shi-Jiang Li
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Zheng Yang
- Cognitive and Mental Health Research Center, Beijing Institute of Basic Medical Science, Beijing, PR China
| |
Collapse
|
237
|
Abstract
PURPOSE OF REVIEW This review familiarizes clinicians with the symptoms of overdose and withdrawal, as well as neurologic complications, associated with particular illicit drugs. RECENT FINDINGS Recent arrivals on the recreational drug scene include synthetic cathinone analogs, synthetic cannabinoid agonists, and a variety of novel hallucinogens. SUMMARY Clinicians need to be aware of neurologic disorders associated with particular illicit drugs and should consider drug abuse in any patient with unexplained symptoms and signs.In addition to tobacco and alcohol, a large number of substances, legal and illegal, are used recreationally. Broad categories include opioids, psychostimulants, marijuana and related agents, sedatives, hallucinogens, inhalants, phencyclidine and related agents, and anticholinergics. Each type of agent has its own characteristic symptoms of overdose and withdrawal, and many agents are associated with trauma, infection, seizures, stroke, cognitive impairment, and teratogenicity. Some drugs have unique neurologic complications not encountered with other agents. A history of recreational drug use should be sought in any neurologic patient regardless of age or socioeconomic status.
Collapse
|
238
|
The responsive amygdala: treatment-induced alterations in functional connectivity in pediatric complex regional pain syndrome. Pain 2014; 155:1727-1742. [PMID: 24861582 DOI: 10.1016/j.pain.2014.05.023] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 04/27/2014] [Accepted: 05/19/2014] [Indexed: 01/11/2023]
Abstract
The amygdala is a key brain region with efferent and afferent neural connections that involve complex behaviors such as pain, reward, fear, and anxiety. This study evaluated resting state functional connectivity of the amygdala with cortical and subcortical regions in a group of chronic pain patients (pediatric complex regional pain syndrome) with age-sex matched control subjects before and after intensive physical-biobehavioral pain treatment. Our main findings include (1) enhanced functional connectivity from the amygdala to multiple cortical, subcortical, and cerebellar regions in patients compared with control subjects, with differences predominantly in the left amygdala in the pretreated condition (disease state); (2) dampened hyperconnectivity from the left amygdala to the motor cortex, parietal lobe, and cingulate cortex after intensive pain rehabilitation treatment within patients with nominal differences observed among healthy control subjects from time 1 to time 2 (treatment effects); (3) functional connectivity to several regions key to fear circuitry (prefrontal cortex, bilateral middle temporal lobe, bilateral cingulate, hippocampus) correlated with higher pain-related fear scores; and (4) decreases in pain-related fear associated with decreased connectivity between the amygdala and the motor and somatosensory cortex, cingulate, and frontal areas. Our data suggest that there are rapid changes in amygdala connectivity after an aggressive treatment program in children with chronic pain and intrinsic amygdala functional connectivity activity serving as a potential indicator of treatment response.
Collapse
|
239
|
Moulton EA, Elman I, Becerra LR, Goldstein RZ, Borsook D. The cerebellum and addiction: insights gained from neuroimaging research. Addict Biol 2014; 19:317-31. [PMID: 24851284 DOI: 10.1111/adb.12101] [Citation(s) in RCA: 149] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Although cerebellar alterations have been consistently noted in the addiction literature, the pathophysiology of this link remains unclear. The cerebellum is commonly classified as a motor structure, but human functional neuroimaging along with clinical observations in cerebellar stroke patients and anatomical tract tracing in non-human primates suggests its involvement in cognitive and affective processing. A comprehensive literature search on the role of the cerebellum in addiction was performed. This review article (1) considers the potential role of the cerebellum in addiction; (2) summarizes the cerebellar structural alterations linked to addiction; (3) presents the functional neuroimaging evidence linking the cerebellum with addiction; and (4) proposes a model for addiction that underscores the role of the cerebellum. The data implicate the cerebellum as an intermediary between motor and reward, motivation and cognitive control systems, as all are relevant etiologic factors in addiction. Furthermore, consideration of these findings could contribute to deeper and more sophisticated insights into normal reward and motivational function. The goal of this review is to spread awareness of cerebellar involvement in addictive processes, and to suggest a preliminary model for its potential role.
Collapse
Affiliation(s)
- Eric A. Moulton
- P.A.I.N. Group; Center for Pain and the Brain; Boston Children's Hospital; Massachusetts General Hospital, McLean Hospital, Harvard Medical School; Boston MA USA
| | - Igor Elman
- Providence Veterans Administration Medical Center; Providence RI USA
- Department of Psychiatry; Cambridge Health Alliance, Harvard Medical School; Cambridge MA USA
| | - Lino R. Becerra
- P.A.I.N. Group; Center for Pain and the Brain; Boston Children's Hospital; Massachusetts General Hospital, McLean Hospital, Harvard Medical School; Boston MA USA
| | | | - David Borsook
- P.A.I.N. Group; Center for Pain and the Brain; Boston Children's Hospital; Massachusetts General Hospital, McLean Hospital, Harvard Medical School; Boston MA USA
| |
Collapse
|
240
|
Chong CD, Dodick DW, Schlaggar BL, Schwedt TJ. Atypical age-related cortical thinning in episodic migraine. Cephalalgia 2014; 34:1115-24. [DOI: 10.1177/0333102414531157] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Prior studies demonstrate reduced cortical thickness and volume in migraineurs. However, the effect of age on cortical thickness has not been assessed in migraineurs. In this study we investigated whether the process of aging on cortical thickness affects migraineurs differently compared to age-matched healthy controls, i.e. whether aging exacerbates cortical thinning in migraineurs. Methods Cortical thickness was estimated using a general linear model vertex-by-vertex approach for 32 healthy controls (mean age = 35.3 years; SD = 11.6) and 27 episodic migraine patients (mean age = 33.6 years; SD = 12.3). Results were modeled using a main effect analysis to estimate the effect of age on cortical thickness for each group separately, and an age-by-group analysis to estimate differences in age-related cortical thinning between migraine patients and normal controls. Results Although migraineurs and normal controls both have expected age-related thinning in many regions along the cortical mantle, migraineurs have age-related thinning of regions that do not thin in healthy controls, including: bilateral postcentral, right fusiform, and right temporal pole areas. Cortical thinning of these regions is more prominent with advancing age. Conclusion Results suggest that migraine is associated with atypical cortical aging, suggesting that the migraine disease process interacts with aging to affect cortical integrity.
Collapse
|
241
|
Zacny J. Ask the Experts: What do we know (and not know) about prescription opioid misuse in the context of chronic pain management? Pain Manag 2014; 1:395-8. [PMID: 24645705 DOI: 10.2217/pmt.11.40] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
James Zacny received his PhD in Psychology at West Virginia University (WV, USA) in 1984. From 1984 to 1986 he did a postdoctoral fellowship at The Johns Hopkins University School of Medicine (MD, USA) in the Behavioral Pharmacology Research Unit of the Department of Psychiatry and Behavioral Sciences. He then became Research Associate in the Department of Psychiatry at the University of Chicago (IL, USA) and conducted both preclinical and human psychopharmacology studies. In 1992 he joined the faculty in the Department of Anesthesia & Critical Care at the University where he is currently Professor. His two primary research interests have been in studying the psychopharmacological effects of drugs used in anesthesiology, chiefly inhaled and intravenous general anesthetics at subanesthestic doses, and opioid analgesics, in healthy nondrug-abusing volunteers. The unique research environment he is in fostered a large body of research that systematically characterized the subjective, psychomotor and reinforcing (rewarding) effects of a number of different anesthetic and analgesic agents. Dr Zacny's primary source of funding is through the National Institute on Drug Abuse and in 1999 was presented with a MERIT award for his research on opioids. In 2001 he focused his efforts on prescription opioids at about the same time that warning signs started to emerge indicating that prescription opioid abuse was on the rise. He has characterized the psychopharmacological effects of a number of prescription opioids, as well as investigated possible factors that might modulate their positive (as well as negative) subjective effects including gender, sensation seeking and alcohol. He has also written guest editorials on the psychomotor effects of opioids in relation to the ability of chronic pain patients on long-term opioid therapy to drive. He is an elected member of the College on Problems of Drug Dependence and of the Association of University Anesthesiologists, and served as President of the Division of Psychopharmacology and Substance Abuse of the American Psychological Association, and the International Study Group Investigating Drugs as Reinforcers.
Collapse
Affiliation(s)
- James Zacny
- Department of Anesthesia & Critical Care, University of Chicago, MC4028, 5841 S Maryland Avenue, Chicago, IL 60637, USA.
| |
Collapse
|
242
|
Motzkin JC, Baskin-Sommers A, Newman JP, Kiehl KA, Koenigs M. Neural correlates of substance abuse: reduced functional connectivity between areas underlying reward and cognitive control. Hum Brain Mapp 2014; 35:4282-92. [PMID: 24510765 DOI: 10.1002/hbm.22474] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 12/03/2013] [Accepted: 01/10/2014] [Indexed: 11/10/2022] Open
Abstract
Substance use disorders (SUD) have been associated with dysfunction in reward processing, habit formation, and cognitive-behavioral control. Accordingly, neurocircuitry models of addiction highlight roles for nucleus accumbens, dorsal striatum, and prefrontal/anterior cingulate cortex. However, the precise nature of the disrupted interactions between these brain regions in SUD, and the psychological correlates thereof, remain unclear. Here we used magnetic resonance imaging to measure rest-state functional connectivity of three key striatal nuclei (nucleus accumbens, dorsal caudate, and dorsal putamen) in a sample of 40 adult male prison inmates (n = 22 diagnosed with SUD; n = 18 without SUD). Relative to the non-SUD group, the SUD group exhibited significantly lower functional connectivity between the nucleus accumbens and a network of frontal cortical regions involved in cognitive control (dorsal anterior cingulate cortex, dorsolateral prefrontal cortex, and frontal operculum). There were no group differences in functional connectivity for the dorsal caudate or dorsal putamen. Moreover, the SUD group exhibited impairments in laboratory measures of cognitive-behavioral control, and individual differences in functional connectivity between nucleus accumbens and the frontal cortical regions were related to individual differences in measures of cognitive-behavioral control across groups. The strength of the relationship between functional connectivity and cognitive control did not differ between groups. These results indicate that SUD is associated with abnormal interactions between subcortical areas that process reward (nucleus accumbens) and cortical areas that govern cognitive-behavioral control.
Collapse
Affiliation(s)
- Julian C Motzkin
- Department of Psychiatry, University of Wisconsin-Madison, Wisconsin; Neuroscience Training Program and Medical Scientist Training Program, University of Wisconsin-Madison, Wisconsin
| | | | | | | | | |
Collapse
|
243
|
Simons LE, Moulton EA, Linnman C, Carpino E, Becerra L, Borsook D. The human amygdala and pain: evidence from neuroimaging. Hum Brain Mapp 2014. [PMID: 23097300 DOI: 10.1002/hbm.v35.210.1002/hbm.22199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023] Open
Abstract
The amygdala, a small deep brain structure involved in behavioral processing through interactions with other brain regions, has garnered increased attention in recent years in relation to pain processing. As pain is a multidimensional experience that encompasses physical sensation, affect, and cognition, the amygdala is well suited to play a part in this process. Multiple neuroimaging studies of pain in humans have reported activation in the amygdala. Here, we summarize these studies by performing a coordinate-based meta-analysis within experimentally induced and clinical pain studies using an activation likelihood estimate analysis. The results are presented in relation to locations of peak activation within and outside of amygdala subregions. The majority of studies identified coordinates consistent with human amygdala cytoarchitecture indicating reproducibility in neuroanatomical labeling across labs, analysis methods, and imaging modalities. Differences were noted between healthy and clinical pain studies: in clinical pain studies, peak activation was located in the laterobasal region, suggestive of the cognitive-affective overlay present among individuals suffering from chronic pain; while the less understood superficial region of the amygdala was prominent among experimental pain studies. Taken together, these findings suggest several important directions for further research exploring the amygdala's role in pain processing.
Collapse
Affiliation(s)
- Laura E Simons
- P.A.I.N. Group, Boston Children's Hospital, Center for Pain and the Brain, Harvard Medical School, Boston, Massachusetts; Division of Pain Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Boston Children's Hospital, Boston, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | | | | | | | | | | |
Collapse
|
244
|
Simons LE, Elman I, Borsook D. Psychological processing in chronic pain: a neural systems approach. Neurosci Biobehav Rev 2013; 39:61-78. [PMID: 24374383 DOI: 10.1016/j.neubiorev.2013.12.006] [Citation(s) in RCA: 266] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2013] [Revised: 12/17/2013] [Accepted: 12/19/2013] [Indexed: 12/22/2022]
Abstract
Our understanding of chronic pain involves complex brain circuits that include sensory, emotional, cognitive and interoceptive processing. The feed-forward interactions between physical (e.g., trauma) and emotional pain and the consequences of altered psychological status on the expression of pain have made the evaluation and treatment of chronic pain a challenge in the clinic. By understanding the neural circuits involved in psychological processes, a mechanistic approach to the implementation of psychology-based treatments may be better understood. In this review we evaluate some of the principle processes that may be altered as a consequence of chronic pain in the context of localized and integrated neural networks. These changes are ongoing, vary in their magnitude, and their hierarchical manifestations, and may be temporally and sequentially altered by treatments, and all contribute to an overall pain phenotype. Furthermore, we link altered psychological processes to specific evidence-based treatments to put forth a model of pain neuroscience psychology.
Collapse
Affiliation(s)
- Laura E Simons
- Center for Pain and the Brain, P.A.I.N. Group, Boston Children's Hospital, United States; Department of Psychiatry, United States; Harvard Medical School, United States.
| | | | - David Borsook
- Center for Pain and the Brain, P.A.I.N. Group, Boston Children's Hospital, United States; Harvard Medical School, United States
| |
Collapse
|
245
|
Koehler S, Ovadia-Caro S, van der Meer E, Villringer A, Heinz A, Romanczuk-Seiferth N, Margulies DS. Increased functional connectivity between prefrontal cortex and reward system in pathological gambling. PLoS One 2013; 8:e84565. [PMID: 24367675 PMCID: PMC3868704 DOI: 10.1371/journal.pone.0084565] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2013] [Accepted: 11/15/2013] [Indexed: 11/18/2022] Open
Abstract
Pathological gambling (PG) shares clinical characteristics with substance-use disorders and is thus discussed as a behavioral addiction. Recent neuroimaging studies on PG report functional changes in prefrontal structures and the mesolimbic reward system. While an imbalance between these structures has been related to addictive behavior, whether their dysfunction in PG is reflected in the interaction between them remains unclear. We addressed this question using functional connectivity resting-state fMRI in male subjects with PG and controls. Seed-based functional connectivity was computed using two regions-of-interest, based on the results of a previous voxel-based morphometry study, located in the prefrontal cortex and the mesolimbic reward system (right middle frontal gyrus and right ventral striatum). PG patients demonstrated increased connectivity from the right middle frontal gyrus to the right striatum as compared to controls, which was also positively correlated with nonplanning aspect of impulsiveness, smoking and craving scores in the PG group. Moreover, PG patients demonstrated decreased connectivity from the right middle frontal gyrus to other prefrontal areas as compared to controls. The right ventral striatum demonstrated increased connectivity to the right superior and middle frontal gyrus and left cerebellum in PG patients as compared to controls. The increased connectivity to the cerebellum was positively correlated with smoking in the PG group. Our results provide further evidence for alterations in functional connectivity in PG with increased connectivity between prefrontal regions and the reward system, similar to connectivity changes reported in substance use disorder.
Collapse
Affiliation(s)
- Saskia Koehler
- Berlin School of Mind and Brain and the Mind-Brain Institute, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Charité Campus Mitte, Berlin, Germany
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- * E-mail: -berlin.de
| | - Smadar Ovadia-Caro
- Berlin School of Mind and Brain and the Mind-Brain Institute, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Elke van der Meer
- Berlin School of Mind and Brain and the Mind-Brain Institute, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Arno Villringer
- Berlin School of Mind and Brain and the Mind-Brain Institute, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Andreas Heinz
- Berlin School of Mind and Brain and the Mind-Brain Institute, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Charité Campus Mitte, Berlin, Germany
| | - Nina Romanczuk-Seiferth
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Charité Campus Mitte, Berlin, Germany
| | - Daniel S. Margulies
- Berlin School of Mind and Brain and the Mind-Brain Institute, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| |
Collapse
|
246
|
Borsook D, Erpelding N, Becerra L. Losses and gains: chronic pain and altered brain morphology. Expert Rev Neurother 2013; 13:1221-34. [PMID: 24164053 DOI: 10.1586/14737175.2013.846218] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
As in many fields of neuroscience, alterations in brain morphology, and specifically gray matter volume and cortical thickness, have been repeatedly linked to chronic pain disorders. Numerous studies have shown changes in cortical and subcortical brain regions suggesting a dynamic process that may be a result of chronic pain or contributing to a more generalized phenomenon in chronic pain including comorbid anxiety and depression. In this review, we provide a perspective of pain as an innate state of pain based on alterations in structure and by inference, brain function. A better neurobiological understanding of gray matter changes will contribute to our understanding of how structural changes contribute to chronic pain (disease driver) and how these changes may be reversed (disease modification or treatment).
Collapse
Affiliation(s)
- David Borsook
- Center for Pain and the Brain, P.A.I.N. Group, Boston Children's Hospital, Harvard Medical School, c/o 9 Hope Avenue, Waltham, MA, USA
| | | | | |
Collapse
|
247
|
Sen D, Huchital M, Chen YL. Crosstalk between delta opioid receptor and nerve growth factor signaling modulates neuroprotection and differentiation in rodent cell models. Int J Mol Sci 2013; 14:21114-39. [PMID: 24152443 PMCID: PMC3821661 DOI: 10.3390/ijms141021114] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Revised: 09/16/2013] [Accepted: 09/26/2013] [Indexed: 01/19/2023] Open
Abstract
Both opioid signaling and neurotrophic factor signaling have played an important role in neuroprotection and differentiation in the nervous system. Little is known about whether the crosstalk between these two signaling pathways will affect neuroprotection and differentiation. Previously, we found that nerve growth factor (NGF) could induce expression of the delta opioid receptor gene (Oprd1, dor), mainly through PI3K/Akt/NF-κB signaling in PC12h cells. In this study, using two NGF-responsive rodent cell model systems, PC12h cells and F11 cells, we found the delta opioid neuropeptide [d-Ala2, d-Leu5] enkephalin (DADLE)-mediated neuroprotective effect could be blocked by pharmacological reagents: the delta opioid antagonist naltrindole, PI3K inhibitor LY294002, MAPK inhibitor PD98059, and Trk inhibitor K252a, respectively. Western blot analysis revealed that DADLE activated both the PI3K/Akt and MAPK pathways in the two cell lines. siRNA Oprd1 gene knockdown experiment showed that the upregulation of NGF mRNA level was inhibited with concomitant inhibition of the survival effects of DADLE in the both cell models. siRNA Oprd1 gene knockdown also attenuated the DADLE-mediated neurite outgrowth in PC12h cells as well as phosphorylation of MAPK and Akt in PC12h and F11 cells, respectively. These data together strongly suggest that delta opioid peptide DADLE acts through the NGF-induced functional G protein-coupled Oprd1 to provide its neuroprotective and differentiating effects at least in part by regulating survival and differentiating MAPK and PI3K/Akt signaling pathways in NGF-responsive rodent neuronal cells.
Collapse
Affiliation(s)
- Dwaipayan Sen
- Department of Biological Sciences, Binghamton University, the State University of New York at Binghamton, Binghamton, NY 13902, USA; E-Mails: (D.S.); (M.H.)
| | - Michael Huchital
- Department of Biological Sciences, Binghamton University, the State University of New York at Binghamton, Binghamton, NY 13902, USA; E-Mails: (D.S.); (M.H.)
| | - Yulong L. Chen
- Department of Biological Sciences, Binghamton University, the State University of New York at Binghamton, Binghamton, NY 13902, USA; E-Mails: (D.S.); (M.H.)
- The Center for Development and Behavioral Neurosciences, Binghamton University, the State University of New York at Binghamton, Binghamton, NY 13902, USA
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +1-607-777-5218; Fax: +1-607-777-6521
| |
Collapse
|
248
|
Abstract
Conduct disorder is a childhood behaviour disorder that is characterized by persistent aggressive or antisocial behaviour that disrupts the child's environment and impairs his or her functioning. A proportion of children with conduct disorder have psychopathic traits. Psychopathic traits consist of a callous-unemotional component and an impulsive-antisocial component, which are associated with two core impairments. The first is a reduced empathic response to the distress of other individuals, which primarily reflects reduced amygdala responsiveness to distress cues; the second is deficits in decision making and in reinforcement learning, which reflects dysfunction in the ventromedial prefrontal cortex and striatum. Genetic and prenatal factors contribute to the abnormal development of these neural systems, and social-environmental variables that affect motivation influence the probability that antisocial behaviour will be subsequently displayed.
Collapse
|
249
|
Gass N, Schwarz AJ, Sartorius A, Cleppien D, Zheng L, Schenker E, Risterucci C, Meyer-Lindenberg A, Weber-Fahr W. Haloperidol modulates midbrain-prefrontal functional connectivity in the rat brain. Eur Neuropsychopharmacol 2013; 23:1310-9. [PMID: 23165219 DOI: 10.1016/j.euroneuro.2012.10.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2012] [Revised: 09/21/2012] [Accepted: 10/24/2012] [Indexed: 10/27/2022]
Abstract
Dopamine D₂ receptor antagonists effectively reduce positive symptoms in schizophrenia, implicating abnormal dopaminergic neurotransmission as an underlying mechanism of psychosis. Despite the well-established, albeit incomplete, clinical efficacies of D₂ antagonists, no studies have examined their effects on functional interaction between brain regions. We hypothesized that haloperidol, a widely used antipsychotic and D₂ antagonist, would modulate functional connectivity in dopaminergic circuits. Ten male Sprague-Dawley rats received either haloperidol (1 mg/kg, s.c.) or the same volume of saline a week apart. Resting-state functional magnetic resonance imaging data were acquired 20 min after injection. Connectivity analyses were performed using two complementary approaches: correlation analysis between 44 atlas-derived regions of interest, and seed-based connectivity mapping. In the presence of haloperidol, reduced correlation was observed between the substantia nigra and several brain regions, notably the cingulate and prefrontal cortices, posterodorsal hippocampus, ventral pallidum, and motor cortex. Haloperidol induced focal changes in functional connectivity were found to be the most strongly associated with ascending dopamine projections. These included reduced connectivity between the midbrain and the medial prefrontal cortex and hippocampus, possibly relating to its therapeutic action, and decreased coupling between substantia nigra and motor areas, which may reflect dyskinetic effects. These data may help in further characterizing the functional circuits modulated by antipsychotics that could be targeted by innovative drug treatments.
Collapse
Affiliation(s)
- Natalia Gass
- Department of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Germany.
| | | | | | | | | | | | | | | | | |
Collapse
|
250
|
Affiliation(s)
- Sean C Mackey
- Department of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Standford, CA, USA
| |
Collapse
|