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      Addiction Research Consortium: Losing and regaining control over drug intake (ReCoDe)—From trajectories to mechanisms and interventions

      1 , 2 , 3 , 4 , 5 , 1 , 1 , 1 , 1 , 6 , 1 , 3 , 7 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 2 , 15 , 3 , 16 , 17 , 18 , 8 , 3 , 19 , 20 , 12 , 21 , 22 , 23 , 24 , 25 , 1 , 1 , 2 , 12 , 26 , 1 , 5 , 27 , 1 , 1 , 25 , 2 , 28 , 19 , 12
      Addiction Biology
      Wiley

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          Abstract

          One of the major risk factors for global death and disability is alcohol, tobacco, and illicit drug use. While there is increasing knowledge with respect to individual factors promoting the initiation and maintenance of substance use disorders (SUDs), disease trajectories involved in losing and regaining control over drug intake (ReCoDe) are still not well described. Our newly formed German Collaborative Research Centre (CRC) on ReCoDe has an interdisciplinary approach funded by the German Research Foundation (DFG) with a 12-year perspective. The main goals of our research consortium are (i) to identify triggers and modifying factors that longitudinally modulate the trajectories of losing and regaining control over drug consumption in real life, (ii) to study underlying behavioral, cognitive, and neurobiological mechanisms, and (iii) to implicate mechanism-based interventions. These goals will be achieved by: (i) using mobile health (m-health) tools to longitudinally monitor the effects of triggers (drug cues, stressors, and priming doses) and modify factors (eg, age, gender, physical activity, and cognitive control) on drug consumption patterns in real-life conditions and in animal models of addiction; (ii) the identification and computational modeling of key mechanisms mediating the effects of such triggers and modifying factors on goal-directed, habitual, and compulsive aspects of behavior from human studies and animal models; and (iii) developing and testing interventions that specifically target the underlying mechanisms for regaining control over drug intake.

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          Most cited references17

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          The genetics of addictions: uncovering the genes.

          The addictions are common chronic psychiatric diseases that today are prevented and treated using relatively untargeted and only partially effective methods. The addictions are moderately to highly heritable, which is paradoxical because these disorders require use; a choice that is itself modulated by both genes and environment. The addictions are interrelated and related to other psychiatric diseases by common neurobiological pathways, including those that modulate reward, behavioural control and the anxiety or stress response. Our future understanding of addictions will be enhanced by the identification of genes that have a role in altered substance-specific vulnerabilities such as variation in drug metabolism or drug receptors and a role in shared vulnerabilities such as variation in reward or stress resiliency.
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            Ecological momentary assessment in the investigation of craving and substance use in daily life: a systematic review.

            Craving is viewed as a major determinant of relapse in persons with substance addiction, but this association remains poorly understood due to its time-limited nature and the biases associated with retrospective reporting. Ecological momentary assessment (EMA) offers new opportunities to examine both craving and substance use with strong ecological validity by collecting real-time data in daily life. This review examined all published studies using EMA to: (1) assess the link between craving and substance use; and (2) identify relevant moderators of craving among substance users.
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              Is Open Access

              Deep neural networks in psychiatry

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                Author and article information

                Contributors
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                Journal
                Addiction Biology
                Addiction Biology
                Wiley
                1355-6215
                1369-1600
                May 06 2019
                March 2020
                December 20 2019
                March 2020
                : 25
                : 2
                Affiliations
                [1 ]Department of Psychiatry and PsychotherapyCharité‐Universitätsmedizin Berlin (Campus Charité Mitte) Berlin Germany
                [2 ]Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty MannheimUniversity of Heidelberg, Mannheim Germany
                [3 ]Department of Psychiatry and Neuroimaging CentreTechnische Universität Dresden Dresden Germany
                [4 ]Institute for Clinical Psychology and PsychotherapyTechnische Universität Dresden Dresden Germany
                [5 ]Cognitive Neurophysiology, Department of Child and Adolescent PsychiatryTechnische Universität Dresden Dresden Germany
                [6 ]Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Mannheim Germany
                [7 ]Max Planck Centre for Computational Psychiatry and Ageing Research & Wellcome Centre for Human NeuroimagingUniversity College London London UK
                [8 ]Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty MannheimUniversity of Heidelberg Mannheim Germany
                [9 ]Department of Sports and Sports ScienceKarlsruhe Institute of Technology (KIT) Karlsruhe Germany
                [10 ]Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Mannheim Germany
                [11 ]Department of Psychology, School of Social SciencesUniversity of Mannheim Mannheim Germany
                [12 ]Institute of Psychopharmacology, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Mannheim Germany
                [13 ]Institute of Medical PsychologyCharité – Universitätsmedizin Berlin Berlin Germany
                [14 ]Department of Biobehavioral HealthPennsylvania State University University Park Pennsylvania
                [15 ]Feuerlein Center on Translational Addiction Medicine (FCTS)University of Heidelberg Heidelberg Germany
                [16 ]Department of Psychology and Neuroimaging CenterTechnische Universität Dresden Dresden Germany
                [17 ]Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Mannheim Germany
                [18 ]Department of Psychology, Biological PsychologyTechnische Universität Dresden Dresden Germany
                [19 ]Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty MannheimUniversity of Heidelberg Mannheim Germany
                [20 ]Center for Information Services and High Performance ComputingTechnische Universität Dresden Dresden Germany
                [21 ]Max Planck Institute for Biological Cybernetics Tübingen Germany
                [22 ]Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Faculty of MedicineTechnische Universität Dresden Dresden Germany
                [23 ]Department of Neuropsychiatry and Laboratory of Molecular PsychiatryCharité‐Universitätsmedizin Berlin Berlin Germany
                [24 ]UK Dementia Research InstituteUniversity of Edinburgh Edinburgh UK
                [25 ]Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Mannheim Germany
                [26 ]Project Group for Automation in Medicine and BiotechnologyFraunhofer IPA Mannheim Germany
                [27 ]Experimental and Clinical Research Center (ECRC), Department of Anesthesiology and Intensive Care MedicineCharité‐Universitätsmedizin Berlin Berlin Germany
                [28 ]Social and Preventive MedicineUniversität Potsdam Potsdam Germany
                Article
                10.1111/adb.12866
                31859437
                6a311fdb-3d13-4328-9db9-8555282d9420
                © 2020

                http://creativecommons.org/licenses/by-nc/4.0/

                http://doi.wiley.com/10.1002/tdm_license_1.1

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