Literature DB >> 28322982

Toward biomarkers of the addicted human brain: Using neuroimaging to predict relapse and sustained abstinence in substance use disorder.

Scott J Moeller1, Martin P Paulus2.   

Abstract

The ability to predict relapse is a major goal of drug addiction research. Clinical and diagnostic measures are useful in this regard, but these measures do not fully and consistently identify who will relapse and who will remain abstinent. Neuroimaging approaches have the potential to complement these standard clinical measures to optimize relapse prediction. The goal of this review was to survey the existing drug addiction literature that either used a baseline functional or structural neuroimaging phenotype to longitudinally predict a clinical outcome, or that examined test-retest of a neuroimaging phenotype during a course of abstinence or treatment. Results broadly suggested that, relative to individuals who sustained abstinence, individuals who relapsed had (1) enhanced activation to drug-related cues and rewards, but reduced activation to non-drug-related cues and rewards, in multiple corticolimbic and corticostriatal brain regions; (2) weakened functional connectivity of these same corticolimbic and corticostriatal regions; and (3) reduced gray and white matter volume and connectivity in prefrontal regions. Thus, beyond these regions showing baseline group differences, reviewed evidence indicates that function and structure of these regions can prospectively predict - and normalization of these regions can longitudinally track - important clinical outcomes including relapse and adherence to treatment. Future clinical studies can leverage this information to develop novel treatment strategies, and to tailor scarce therapeutic resources toward individuals most susceptible to relapse.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Clinical outcome; Drug addiction; Functional magnetic resonance imaging; Longitudinal designs; Neuroimaging; Relapse; Voxel-based morphometry

Mesh:

Substances:

Year:  2017        PMID: 28322982      PMCID: PMC5603350          DOI: 10.1016/j.pnpbp.2017.03.003

Source DB:  PubMed          Journal:  Prog Neuropsychopharmacol Biol Psychiatry        ISSN: 0278-5846            Impact factor:   5.067


  135 in total

1.  Neurofeedback Effects on Evoked and Induced EEG Gamma Band Reactivity to Drug-related Cues in Cocaine Addiction.

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Review 2.  Review. The incentive sensitization theory of addiction: some current issues.

Authors:  Terry E Robinson; Kent C Berridge
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2008-10-12       Impact factor: 6.237

3.  Deep brain stimulation of the nucleus accumbens and its usefulness in severe opioid addiction.

Authors:  J Kuhn; M Möller; J F Treppmann; C Bartsch; D Lenartz; T O J Gruendler; M Maarouf; A Brosig; U B Barnikol; J Klosterkötter; V Sturm
Journal:  Mol Psychiatry       Date:  2013-01-22       Impact factor: 15.992

4.  Regional cerebellar metabolism (18FDG PET) predicts the clinical outcome of the short-term inpatient treatment of alcohol addiction.

Authors:  Lubos Janu; Sylva Rackova; Jiri Horacek
Journal:  Neuro Endocrinol Lett       Date:  2012       Impact factor: 0.765

5.  Enhanced midbrain response at 6-month follow-up in cocaine addiction, association with reduced drug-related choice.

Authors:  Scott J Moeller; Dardo Tomasi; Patricia A Woicik; Thomas Maloney; Nelly Alia-Klein; Jean Honorio; Frank Telang; Gene-Jack Wang; Ruiliang Wang; Rajita Sinha; Deni Carise; Janetta Astone-Twerell; Joy Bolger; Nora D Volkow; Rita Z Goldstein
Journal:  Addict Biol       Date:  2012-03-28       Impact factor: 4.280

6.  Nicotine dependence is characterized by disordered reward processing in a network driving motivation.

Authors:  Mira Bühler; Sabine Vollstädt-Klein; Andrea Kobiella; Henning Budde; Laurence J Reed; Dieter F Braus; Christian Büchel; Michael N Smolka
Journal:  Biol Psychiatry       Date:  2009-12-30       Impact factor: 13.382

Review 7.  Neuroimaging and biomarkers in addiction treatment.

Authors:  Kathleen A Garrison; Marc N Potenza
Journal:  Curr Psychiatry Rep       Date:  2014-12       Impact factor: 5.285

8.  Incubation of Cue-Induced Craving in Adults Addicted to Cocaine Measured by Electroencephalography.

Authors:  Muhammad A Parvaz; Scott J Moeller; Rita Z Goldstein
Journal:  JAMA Psychiatry       Date:  2016-11-01       Impact factor: 21.596

Review 9.  A unified framework for addiction: vulnerabilities in the decision process.

Authors:  A David Redish; Steve Jensen; Adam Johnson
Journal:  Behav Brain Sci       Date:  2008-08       Impact factor: 21.357

10.  Inhibition and the right inferior frontal cortex: one decade on.

Authors:  Adam R Aron; Trevor W Robbins; Russell A Poldrack
Journal:  Trends Cogn Sci       Date:  2014-01-15       Impact factor: 20.229

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  23 in total

Review 1.  Modeling cocaine relapse in rodents: Behavioral considerations and circuit mechanisms.

Authors:  Mitchell R Farrell; Hannah Schoch; Stephen V Mahler
Journal:  Prog Neuropsychopharmacol Biol Psychiatry       Date:  2018-01-03       Impact factor: 5.067

2.  Prospective testing of a neurophysiologic biomarker for treatment decisions in major depressive disorder: The PRISE-MD trial.

Authors:  Ian A Cook; Aimee M Hunter; Marissa M Caudill; Michelle J Abrams; Andrew F Leuchter
Journal:  J Psychiatr Res       Date:  2020-02-26       Impact factor: 4.791

3.  Evaluating the resource allocation index as a potential fMRI-based biomarker for substance use disorder.

Authors:  Mahdi Moradi; Hamed Ekhtiari; Rayus Kuplicki; Brett McKinney; Jennifer L Stewart; Teresa A Victor; Martin P Paulus
Journal:  Drug Alcohol Depend       Date:  2020-08-09       Impact factor: 4.492

4.  Toward Precision Medicine for Smoking Cessation: Developing a Neuroimaging-Based Classification Algorithm to Identify Smokers at Higher Risk for Relapse.

Authors:  David W Frank; Paul M Cinciripini; Menton M Deweese; Maher Karam-Hage; George Kypriotakis; Caryn Lerman; Jason D Robinson; Rachel F Tyndale; Damon J Vidrine; Francesco Versace
Journal:  Nicotine Tob Res       Date:  2020-07-16       Impact factor: 4.244

Review 5.  Toward Addiction Prediction: An Overview of Cross-Validated Predictive Modeling Findings and Considerations for Future Neuroimaging Research.

Authors:  Sarah W Yip; Brian Kiluk; Dustin Scheinost
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2019-11-12

6.  Structural and Functional Neural Targets of Addiction Treatment in Adolescents and Young Adults: A Systematic Review and Meta-Analysis.

Authors:  Christopher J Hammond; Aliyah Allick; Naisa Rahman; Julie Nanavati
Journal:  J Child Adolesc Psychopharmacol       Date:  2019-07-16       Impact factor: 2.576

Review 7.  Event-Related Potentials as Biomarkers of Behavior Change Mechanisms in Substance Use Disorder Treatment.

Authors:  Rebecca J Houston; Nicolas J Schlienz
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2017-09-23

8.  White matter microstructural correlates of relapse in alcohol dependence.

Authors:  Yukai Zou; Donna E Murray; Timothy C Durazzo; Thomas P Schmidt; Troy A Murray; Dieter J Meyerhoff
Journal:  Psychiatry Res Neuroimaging       Date:  2018-09-18       Impact factor: 2.376

9.  Connectome-Based Prediction of Cocaine Abstinence.

Authors:  Sarah W Yip; Dustin Scheinost; Marc N Potenza; Kathleen M Carroll
Journal:  Am J Psychiatry       Date:  2019-01-04       Impact factor: 18.112

Review 10.  Mapping sign-tracking and goal-tracking onto human behaviors.

Authors:  Janna M Colaizzi; Shelly B Flagel; Michelle A Joyner; Ashley N Gearhardt; Jennifer L Stewart; Martin P Paulus
Journal:  Neurosci Biobehav Rev       Date:  2020-01-20       Impact factor: 8.989

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