Skip to main content
Themenschwerpunkt

Wege in die Abhängigkeit

Studiendesign zu Risikofaktoren für die Entwicklung einer Alkoholabhängigkeit

Published Online:https://doi.org/10.1024/0939-5911.a000254

Hintergrund: Riskanter Alkoholkonsum und Alkoholabhängigkeit treten in Industrieländern häufig auf und manifestieren sich oft bereits im jungen Erwachsenenalter. Wir prüfen in dieser Studie den Einfluss dysfunktionaler Lernmechanismen und deren Modulation durch verschiedene Stressoren, wie z. B. die Menge des Alkoholkonsums, auf die Entstehung, den Verlauf und ggf. die Aufrechterhaltung der Abhängigkeitserkrankung. Zielsetzung: Bisher bekannte ätiologische Faktoren, die im Zusammenhang mit der Entwicklung einer Alkoholabhängigkeit stehen, betreffen sowohl genetische (z. B. die genetisch bedingte geringe Sensitivität gegenüber der akuten Alkoholwirkung oder eine positive Familiengeschichte bezüglich Alkoholabhängigkeit) als auch umweltbedingten Faktoren (z. B. Stress, Trauma, dysfunktionale familiäre Strukturen und der Einfluss der Peers). Belohnungsabhängige Lernmechanismen könnten mit dem veränderten Alkoholkonsum in Adoleszenz und jungem Erwachsenenalter assoziiert sein und somit ebenfalls zu den prädisponierenden Faktoren für die Entwicklung einer Alkoholabhängigkeit zählen. Unser Wissen über diese Mechanismen ist bisher jedoch begrenzt. Im Rahmen der Studie „Learning in Alcohol Dependence“ (LeAD) sollen Lernmechanismen und ihre Bedeutung für die Entstehung exzessiven Alkoholkonsums untersucht werden. Zudem wird im Längsschnitt erfasst, wie sich der Alkoholkonsum selbst wieder auf diese Lernmechanismen auswirkt. Methodik: Eine Kohorte 18-jähriger Männer mit hohem versus niedrigem Risiko an einer Alkoholabhängigkeit zu erkranken, wird im Längsschnitt untersucht, wobei unter anderem bereits bekannte Risikofaktoren erfasst werden. Lernmechanismen werden mithilfe verschiedener Paradigmen (dem Pavlow’schen und instrumentellen Lernen, Habituierung und Devaluation sowie Risikoverhalten) behavioral und mittels funktioneller Bildgebung untersucht. Schlussfolgerungen: Bisher existieren keine Untersuchungen beim Menschen, in denen spezifische Veränderungen des Lernverhaltens mit prädisponierenden Faktoren für die Entwicklung einer Alkoholabhängigkeit in Zusammenhang gebracht werden. Durch die LeAD-Studie sollen diese Faktoren weiter aufgeklärt werden, wodurch eine zielgerichtete Prävention besser möglich werden könnte. Dadurch ließen sich speziell in dieser Altersgruppe Prävalenz und Schwere der Alkoholabhängigkeit beeinflussen.


Pathways Leading to Addiction: Study Design for the Assessment of Risk Factors for Developing an Alcohol Addiction

Background: High risk drinking and alcohol addiction are highly prevalent in industrialized countries and their development often starts early in adulthood. We test the hypothesis that excessive alcohol intake is associated with deficit learning mechanisms and their respective modulation by e. g. stress factors and drug intake itself. Aim: Genetic (e. g. high tolerance regarding acute alcohol effects and positive family history) as well as environmental factors (stress, trauma, dysfunctional family structures and peers) play a key role in the development of excessive alcohol intake and dependence. Reward-associated learning mechanisms are supposed to be related to altered alcohol consumption in adolescence and early adulthood and thus contribute to the development of alcohol addiction. Our knowledge about these mechanisms is limited so far. Our research group “Learning in Alcohol Dependence“ (LeAD) investigates the impact of altered learning strategies on developing an alcohol addiction. Furthermore, we analyze the role of alcohol-related changes of learning mechanisms which could contribute to the maintenance of addictive behavior. Methods: We will examine a cohort of 18 year old male subjects with high versus low risk to develop an alcohol addiction, assessing well-known risk factors. Learning mechanisms are examined behaviorally and with functional imaging using tasks on operant and Pavlovian conditioning, habitization, devaluation and risk-taking. Conclusions: So far, specific alterations of learning strategies have not been linked with risk factors to develop an alcohol addiction. The LeAD study will help to improve our knowledge about these putative predisposing factors, thus adjust therapeutic intervention procedures which may help to target prevalence and severity of alcohol addiction in young adults.

Literatur

  • Barnow, S. , Schuckit, M. A. , Lucht, M. , John, U. , Freyberger, H. J. (2002). The importance of a positive family history of alcoholism, parental rejection and emotional warmth, behavioral problems and peer substance use for alcohol problems in teenagers: a path analysis. Journal of Studies on Alcohol, 63, 305 – 315. First citation in articleCrossrefGoogle Scholar

  • Barr, C. S. , Newman, T. K. , Lindell, S. , Shannon, C. , Champoux, M. , Lesch, K. P. et al. (2004). Interaction between serotonin transporter gene variation and rearing condition in alcohol preference and consumption in female primates. Archives of General Psychiatry, 61, 1146 – 1152. DOI: 10.1001/archpsyc.61. 11. 1146 First citation in articleCrossrefGoogle Scholar

  • Bechara, A. (2005). Decision making, impulse control and loss of willpower to resist drugs: A neurocognitive perspective. Nature Neuroscience, 8, 1458 – 1463. DOI: 10.1038/nn1584 First citation in articleCrossrefGoogle Scholar

  • Beck, A. , Schlagenhauf, F. , Wustenberg, T. , Hein, J. , Kienast, T. , Kahnt, T. et al. (2009). Ventral striatal activation during reward anticipation correlates with impulsivity in alcoholics. Biological Psychiatry, 66, 734 – 742. DOI: 10.1016/j.biopsych.2009.04.035 First citation in articleCrossrefGoogle Scholar

  • Belin, D. , Jonkman, S. , Dickinson, A. , Robbins, T. W. , Everitt, B. J. (2009). Parallel and interactive learning processes within the basal ganglia: Relevance for the understanding of addiction. Behavioural Brain Research, 199, 89 – 102. DOI: 10.1016/j.bbr.2008.09.027 First citation in articleCrossrefGoogle Scholar

  • Berke, J. D. , Hyman, S. E. (2000). Addiction, dopamine, and the molecular mechanisms of memory. Neuron, 25, 515 – 532. First citation in articleCrossrefGoogle Scholar

  • Berridge, K. C. (2009). Wanting and liking: Observations from the neuroscience and psychology laboratory. Inquiry: An Interdisciplinary Journal of Philosophy, 52, 378. DOI: 10.1080/00201740903087359 First citation in articleGoogle Scholar

  • Berridge, K. C. , Robinson, T. E. , Aldridge, J. W. (2009). Dissecting components of reward: ’liking’, ’wanting’, and learning. Current Opinion in Pharmacology, 9, 65 – 73. DOI: 10.1016/j.coph.2008.12.014 First citation in articleCrossrefGoogle Scholar

  • Birley, A. J. , James, M. R. , Dickson, P. A. , Montgomery, G. W. , Heath, A. C. , Martin, N. G. et al. (2009). ADH single nucleotide polymorphism associations with alcohol metabolism in vivo. Human Molecular Genetics, 18, 1533 – 1542. DOI: 10.1093/hmg/ddp060 First citation in articleCrossrefGoogle Scholar

  • Breiner, M. J. , Stritzke, W. G. , Lang, A. R. (1999). Approaching avoidance. A step essential to the understanding of craving. Alcohol Research & Health, 23, 197 – 206. First citation in articleGoogle Scholar

  • British Medical Association. (1995). Alcohol: Guidelines on sensible drinking. London: John Wiley & Sons. First citation in articleGoogle Scholar

  • Brown, S. A. , Gleghorn, A. , Schuckit, M. A. , Myers, M. G. , Mott, M. A. (1996). Conduct disorder among adolescent alcohol and drug abusers. Journal of Studies on Alcohol, 57, 314 – 324. First citation in articleCrossrefGoogle Scholar

  • Brown, S. A. , McGue, M. , Maggs, J. , Schulenberg, J. , Hingson, R. , Swartzwelder, S. et al. (2008). A developmental perspective on alcohol and youths 16 to 20 years of age. Pediatrics, 121(Suppl. 4), S290 – 310. DOI: 10.1542/peds.2007 – 2243D First citation in articleCrossrefGoogle Scholar

  • Bucholz, K. K. , Hesselbrock, V. M. , Heath, A. C. , Kramer, J. R. , Schuckit, M. A. (2000). A latent class analysis of antisocial personality disorder symptom data from a multi-centre family study of alcoholism. Addiction, 95, 553 – 567. First citation in articleCrossrefGoogle Scholar

  • Bühler, M. , Vollstadt-Klein, S. , Kobiella, A. , Budde, H. , Reed, L. J. , Braus, D. F. et al. (2010). Nicotine dependence is characterized by disordered reward processing in a network driving motivation. Biological Psychiatry, 67, 745 – 752. DOI: 10.1016/j.biopsych.2009.10.029 First citation in articleCrossrefGoogle Scholar

  • Bundeszentrale für gesundheitliche Aufklärung. (2012). Die Drogenaffinität Jugendlicher in der Bundesrepublik Deutschland 2011. Der Konsum von Alkohol, Tabak und illegalen Drogen: Aktuelle Verbreitung und Trends. Köln: Bundeszentrale für gesundheitliche Aufklärung. First citation in articleGoogle Scholar

  • Carter, B. L. , Tiffany, S. T. (1999). Meta-analysis of cue-reactivity in addiction research. Addiction, 94, 327 – 340. First citation in articleCrossrefGoogle Scholar

  • Chartier, K. G. , Hesselbrock, M. N. , Hesselbrock, V. M. (2010). Development and vulnerability factors in adolescent alcohol use. Child & Adolescent Psychiatric Clinics of North America, 19, 493 – 504. DOI: 10.1016/j.chc.2010.03.004 First citation in articleCrossrefGoogle Scholar

  • Chen, Y. C. , Peng, G. S. , Wang, M. F. , Tsao, T. P. , Yin, S. J. (2009). Polymorphism of ethanol-metabolism genes and alcoholism: Correlation of allelic variations with the pharmacokinetic and pharmacodynamic consequences. Chemico-Biological Interactions, 178(1 – 3), 2 – 7. DOI: 10.1016/j.cbi.2008.10.029 First citation in articleCrossrefGoogle Scholar

  • Clark, D. B. , Lesnick, L. , Hegedus, A. M. (1997). Traumas and other adverse life events in adolescents with alcohol abuse and dependence. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 1744 – 1751. DOI: 10.1097/00004583 - 199712000 - 00023 First citation in articleCrossrefGoogle Scholar

  • Cotton, N. S. (1979). The familial incidence of alcoholism: A review. Journal of Studies on Alcohol and Drugs, 40, 89 – 116. First citation in articleCrossrefGoogle Scholar

  • Crabbe, R. C. , Harris, R. A. , Koob, G. F. (2011). Preclinical studies of alcohol binge drinking. Annals of the New York Academy of Sciences, 1216, 24 – 40. First citation in articleCrossrefGoogle Scholar

  • Crews, F. , Boettiger, C. A. (2009). Impulsivity, frontal lobes and risk for addiction. Pharmacology Biochemistry and Behavior, 93, 237 – 247. First citation in articleCrossrefGoogle Scholar

  • Crews, F. , He, J. , Hodge, C. (2007). Adolescent cortical development: A critical period of vulnerability for addiction. Pharmacology, Biochemistry, and Behavior, 86, 189 – 199. First citation in articleCrossrefGoogle Scholar

  • Daw, N. D. , Gershman, S. J. , Seymour, B. , Dayan, P. , Dolan, R. J. (2011). Model-based influences on humans’ choices and striatal prediction errors. Neuron, 69, 1204 – 1215. DOI: 10.1016/j.neuron.2011.02.027 First citation in articleCrossrefGoogle Scholar

  • de Wit, H. , Soderpalm, A. H. , Nikolayev, L. , Young, E. (2003). Effects of acute social stress on alcohol consumption in healthy subjects. Alcoholism: Clinical and Experimental Research, 27, 1270 – 1277. DOI: 10.1097/01.ALC.0000081617.37539.D6 First citation in articleCrossrefGoogle Scholar

  • Di Chiara, G. (1999). Drug addiction as dopamine-dependent associative learning disorder. European Journal of Pharmacology, 375(1 – 3), 13 – 30. First citation in articleCrossrefGoogle Scholar

  • Ehlers, C. L. , Lind, P. A. , Wilhelmsen, K. C. (2008). Association between single nucleotide polymorphisms in the mu opioid receptor gene (OPRM1) and self-reported responses to alcohol in American Indians. BMC Medical Genetics, 9. DOI: 10.1186/1471 - 2350 - 9-35 First citation in articleCrossrefGoogle Scholar

  • Ersche, K. D. , Bullmore, E. T. , Craig, K. J. , Shabbir, S. S. , Abbott, S. , Muller, U. et al. (2010). Influence of compulsivity of drug abuse on dopaminergic modulation of attentional bias in stimulant dependence. Archives of General Psychiatry, 67, 632 – 644. DOI: 10.1001/archgenpsychiatry.2010.60 First citation in articleCrossrefGoogle Scholar

  • Everitt, B. J. , Dickinson, A. , Robbins, T. W. (2001). The neuropsychological basis of addictive behaviour. Brain Research Reviews, 36(2 – 3), 129 – 138. First citation in articleCrossrefGoogle Scholar

  • Everitt, B. J. , Robbins, T. W. (2005). Neural systems of reinforcement for drug addiction: From actions to habits to compulsion. Nature Neuroscience, 8, 1481 – 1489. DOI: 10.1038/nn1579 First citation in articleCrossrefGoogle Scholar

  • Flagel, S. B. , Akil, H. , Robinson, T. E. (2009). Individual differences in the attribution of incentive salience to reward-related cues: Implications for addiction. Neuropharmacology, 56(Suppl. 1), 139 – 148. DOI: 10.1016/j.neuropharm.2008.06.027 First citation in articleCrossrefGoogle Scholar

  • Foroud, T.; Edenberg , H. J. & Crabbe, J. C. (2010). Who is at risk for alcoholism? Alcohol Research & Health, 33(1 – 2), 64 – 75. First citation in articleGoogle Scholar

  • Frank, J. , Cichon, S. , Treutlein, J. , Ridinger, M. , Mattheisen, M. , Hoffmann, P. et al. (2011). Genome-wide significant association between alcohol dependence and a variant in the ADH gene cluster. Addiction Biology, 17, 171 – 180. DOI: 10.1111/j.1369 - 1600.2011.00395.x First citation in articleCrossrefGoogle Scholar

  • Genauck, A. , Huys, Q. J. M , Heinz, A. , Rapp, M. (2013). Pawlowsch-Instrumentelle Transfereffekte bei Alkoholabhängigkeit. SUCHT, 59, 215 – 223. First citation in articleLinkGoogle Scholar

  • Haber, S. N. , Knutson, B. (2010). The reward circuit: Linking primate anatomy and human imaging. Neuropsychopharmacology, 35, 4 – 26. DOI: 10.1038/npp.2009.129 First citation in articleCrossrefGoogle Scholar

  • Heinz, A. , Batra, A. , Scherbaum, N. , Gouzoulis-Mayfrank, E. (2012). Neurobiologie der Abhängigkeit: Grundlagen und Konsequenzen für Diagnose und Therapie von Suchterkrankungen. Stuttgart: Kohlhammer. First citation in articleGoogle Scholar

  • Heinz, A. , Beck, A. , Wrase, J. , Mohr, J. , Obermayer, K. , Gallinat, J. et al. (2009). Neurotransmitter systems in alcohol dependence. Pharmacopsychiatry, 42(Suppl. 1), S95–S101. DOI: 10.1055/s-0029 – 1214395 First citation in articleCrossrefGoogle Scholar

  • Heinz, A. , Higley, J. D. , Gorey, J. G. , Saunders, R. C. , Jones, D. W. , Hommer, D. et al. (1998). In vivo association between alcohol intoxication, aggression, and serotonin transporter availability in nonhuman primates. American Journal of Psychiatry, 155, 1023 – 1028. First citation in articleCrossrefGoogle Scholar

  • Heinz, A. , Jones, D. W. , Mazzanti, C. , Goldman, D. , Ragan, P. , Hommer, D. et al. (2000). A relationship between serotonin transporter genotype and in vivo protein expression and alcohol neurotoxicity. Biological Psychiatry, 47, 643 – 649. First citation in articleCrossrefGoogle Scholar

  • Heinz, A. , Mann, K. , Weinberger, D. R. , Goldman, D. (2001). Serotonergic dysfunction, negative mood states, and response to alcohol. Alcoholism: Clinical and Experimental Research, 25, 487 – 495. First citation in articleCrossrefGoogle Scholar

  • Heinz, A. , Schafer, M. , Higley, J. D. , Krystal, J. H. , Goldman, D. (2003). Neurobiological correlates of the disposition and maintenance of alcoholism. Pharmacopsychiatry, 36(Suppl. 3), S255 – 258. DOI: 10.1055/s-2003 – 45139 First citation in articleCrossrefGoogle Scholar

  • Heinz, A. J. , Beck, A. , Meyer-Lindenberg, A. , Sterzer, P. , Heinz, A. (2011). Cognitive and neurobiological mechanisms of alcohol-related aggression. Nature Reviews Neuroscience, 12, 400 – 413. DOI: 10.1038/nrn3042 First citation in articleCrossrefGoogle Scholar

  • Herz, A. (1997). Endogenous opioid systems and alcohol addiction. Psychopharmacology, 129, 99 – 111. First citation in articleCrossrefGoogle Scholar

  • Hinckers, A. S. , Frank, J. , Heinz, A. , Schumann, G. , Schmidt, M. H. , Laucht, M. (2006). Einflussfaktoren auf den Alkoholkonsum Jugendlicher: Zur Rolle von Gen-Umwelt Wechselwirkungen. Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 34, 329 – 341. DOI: 10.1024/1422 – 4917.34.5.329 First citation in articleLinkGoogle Scholar

  • Hinckers, A. S. , Laucht, M. , Schmidt, M. H. , Mann, K. F. , Schumann, G. , Schuckit, M. A. et al. (2006). Low level of response to alcohol as associated with serotonin transporter genotype and high alcohol intake in adolescents. Biological Psychiatry, 60, 282 – 287. DOI: 10.1016/j.biopsych.2005.12.009 First citation in articleCrossrefGoogle Scholar

  • Hingson, R. W. , Heeren, T. , Winter, M. R. (2006). Age of alcohol-dependence onset: Associations with severity of dependence and seeking treatment. Pediatrics, 118, e755 – 763. DOI: 10.1542/peds.2006 – 0223 First citation in articleCrossrefGoogle Scholar

  • Hurley, T. D. , Edenberg, H. J. (2012). Genes encoding enzymes involved in ethanol metabolism. Alcohol Research, 34, 339 – 344. First citation in articleGoogle Scholar

  • Huys, Q. J. , Cools, R. , Golzer, M. , Friedel, E. , Heinz, A. , Dolan, R. J. et al. (2011). Disentangling the roles of approach, activation and valence in instrumental and Pavlovian responding. PLOS Computational Biology, 7. DOI: 10.1371/journal.pcbi.1002028 First citation in articleCrossrefGoogle Scholar

  • Ihssen, N. , Cox, W. M. , Wiggett, A. , Fadardi, J. S. , Linden, D. E. (2011). Differentiating heavy from light drinkers by neural responses to visual alcohol cues and other motivational stimuli. Cerebral Cortex, 21, 1408 – 1415. DOI: 10.1093/cercor/bhq220 First citation in articleCrossrefGoogle Scholar

  • Jacobus, J. , Tapert, S. F. (2013). Neurotoxic effects of alcohol in adolescence. Annual Review of Clinical Psychology, 9, 703 – 721. First citation in articleCrossrefGoogle Scholar

  • Johnson, J. L. , Leff, M. (1999). Children of substance abusers: Overview of research findings. Pediatrics, 103(Suppl. 2), 1085 – 1099. First citation in articleCrossrefGoogle Scholar

  • Kanfer, F. H. , Saslow, G. (1965). Behavioral Analysis: An Alternative to Diagnostic Classification. Archives of General Psychiatry, 12, 529 – 538. First citation in articleCrossrefGoogle Scholar

  • Kendler, K. S. , Sundquist, K. , Ohlsson, H. , Palmer, K. , Maes, H. , Winkleby, M. A. et al. (2012). Genetic and familial environmental influences on the risk for drug abuse: A national Swedish adoption study. Archives of General Psychiatry, 69, 690 – 697. DOI: 10.1001/archgenpsychiatry.2011.2112 First citation in articleCrossrefGoogle Scholar

  • King, S. M. , Keyes, M. , Malone, S. M. , Elkins, I. , Legrand, L. N. , Iacono, W. G. et al. (2009). Parental alcohol dependence and the transmission of adolescent behavioral disinhibition: A study of adoptive and non-adoptive families. Addiction, 104(4), 578 – 586. DOI: 10.1111/j.1360-0443.2008.02469.x First citation in articleGoogle Scholar

  • Lesch, K. P. , Bengel, D. , Heils, A. , Sabol, S. Z. , Greenberg, B. D. , Petri, S. et al. (1996). Association of anxiety-related traits with a polymorphism in the serotonin transporter gene regulatory region. Science, 274(5292), 1527 – 1531. First citation in articleCrossrefGoogle Scholar

  • MacPherson, L. , Magidson, J. F. , Reynolds, E. K. , Kahler, C. W. , Lejuez, C. W. (2010). Changes in sensation seeking and risk-taking propensity predict increases in alcohol use among early adolescents. Alcoholism: Clinical and Experimental Research, 34, 1400 – 1408. DOI: 10.1111/j.1530 – 0277.2010.01223.x First citation in articleGoogle Scholar

  • Monti, P. M. , Miranda, R. , Nixon, K. , Sher, K. J. , Swartzwelder, H. S. , Tapert, S. F. et al. (2005). Adolescence: Booze, brains, and behavior. Alcoholism: Clinical and Experimental Research, 29, 207 – 220. First citation in articleCrossrefGoogle Scholar

  • Morris, J. C. , Heyman, A. , Mohs, R. C. , Hughes, J. P. , van Belle, G. , Fillenbaum, G. et al. (1989). The Consortium to Establish a Registry for Alzheimer’s Disease (CERAD). Part I. Clinical and neuropsychological assessment of Alzheimer’s disease. Neurology, 39, 1159 – 1165. First citation in articleCrossrefGoogle Scholar

  • Nurnberger, J. I. , Jr., Wiegand , R., Bucholz , K., O’Connor , S., Meyer , E. T., Reich , T. et al., (2004). A family study of alcohol dependence: Coaggregation of multiple disorders in relatives of alcohol-dependent probands. Archives of General Psychiatry, 61, 1246 – 1256. DOI: 10.1001/archpsyc.61. 12. 1246 First citation in articleCrossrefGoogle Scholar

  • Ostlund, S. B. , Balleine, B. W. (2008). On habits and addiction: An associative analysis of compulsive drug seeking. Drug Discovery Today: Disease Models, 5, 235 – 245. DOI: 10.1016/j.ddmod.2009.07.004 First citation in articleCrossrefGoogle Scholar

  • Pabst, A. , Kraus, L. (2008). Alkoholkonsum, alkoholbezogene Störungen und Trends. Ergebnisse des Epidemiologischen Suchtsurveys 2006. SUCHT, 54, 36 – 46. First citation in articleLinkGoogle Scholar

  • Peters, J. , Bromberg, U. , Schneider, S. , Brassen, S. , Menz, M. , Banaschewski, T. et al. (2011). Lower ventral striatal activation during reward anticipation in adolescent smokers. American Journal of Psychiatry, 168, 540 – 549. DOI: 10.1176/appi.ajp.2010.10071024 First citation in articleCrossrefGoogle Scholar

  • Prescott, C. A. , Kendler, K. S. (1999). Genetic and environmental contributions to alcohol abuse and dependence in a population-based sample of male twins. American Journal of Psychiatry, 156, 34 – 40. First citation in articleCrossrefGoogle Scholar

  • Richards, J. B. , Zhang, L. , Mitchell, S. H. , de Wit, H. (1999). Delay or probability discounting in a model of impulsive behavior: Effect of alcohol. Journal of the Experimental Analysis of Behavior, 71, 121 – 143. First citation in articleCrossrefGoogle Scholar

  • Robbins, T. W. , Everitt, B. J. (1999). Drug addiction: Bad habits add up. Nature, 398(6728), 567 – 570. First citation in articleCrossrefGoogle Scholar

  • Robinson, T. E. , Berridge, K. C. (2003). Addiction. Annual Review of Psychology, 54, 25 – 53. DOI: 10.1146/annurev.psych.54.101601.145237 First citation in articleCrossrefGoogle Scholar

  • Rubio, G. , Jimenez, M. , Rodriguez-Jimenez, R. , Martinez, I. , Avila, C. , Ferre, F. et al. (2008). The role of behavioral impulsivity in the development of alcohol dependence: A 4-year follow-up study. Alcoholism: Clinical and Experimental Research, 32, 1681 – 1687. DOI: 10.1111/j.1530 – 0277.2008.00746.x First citation in articleCrossrefGoogle Scholar

  • Schoofs, N. , Heinz, A. (2013). Pathologisches Spielen: Impulskontrollstörung, Sucht oder Zwang? Nervenarzt, 84, 629 – 634. DOI: 10.1007/s00115 – 012 – 3581-y First citation in articleCrossrefGoogle Scholar

  • Schuckit, M. A. (2009). An overview of genetic influences in alcoholism. Journal of Substance Abuse Treatment, 36, S5 – 14. First citation in articleGoogle Scholar

  • Schuckit, M. A. , Smith, T. L. (1996). An 8-year follow-up of 450 sons of alcoholic and control subjects. Archives of General Psychiatry, 53, 202 – 210. First citation in articleCrossrefGoogle Scholar

  • Schuckit, M. A. , Smith, T. L. (2006a). An evaluation of the level of response to alcohol, externalizing symptoms, and depressive symptoms as predictors of alcoholism. Journal of Studies on Alcohol, 67, 215 – 227. First citation in articleCrossrefGoogle Scholar

  • Schuckit, M. A. , Smith, T. L. (2006b). The relationship of behavioural undercontrol to alcoholism in higher-functioning adults. Drug and Alcohol Review, 25, 393 – 402. DOI: 10.1080/09595230600876697 First citation in articleCrossrefGoogle Scholar

  • Schuckit, M. A. , Smith, T. L. , Trim, R. , Fukukura, T. , Allen, R. (2009). The overlap in predicting alcohol outcome for two measures of the level of response to alcohol. Alcoholism: Clinical and Experimental Research, 33, 563 – 569. DOI: 10.1111/j.1530 – 0277.2008.00870.x First citation in articleCrossrefGoogle Scholar

  • Schultz, W. , Dayan, P. , Montague, P. R. (1997). A neural substrate of prediction and reward. Science, 275(5306), 1593 – 1599. First citation in articleCrossrefGoogle Scholar

  • Sebold, M. , Hägele, C. , Beck, A. , Heinz, A. (2013). Wege aus der Abhängigkeit: Rückfallprädiktoren der Alkoholabhängigkeit. SUCHT, 59, 201 – 213. First citation in articleLinkGoogle Scholar

  • Smith, G. T. , Goldman, M. S. , Greenbaum, P. E. , Christiansen, B. A. (1995). Expectancy for social facilitation from drinking: the divergent paths of high-expectancy and low-expectancy adolescents. Journal of Abnormal Psychology, 104(1), 32 – 40. First citation in articleCrossrefGoogle Scholar

  • Stolle, M. , Sack, P.-M. , Thomasius, R. (2009). Rauschtrinken im Kindes- und Jugendalter. Epidemiologie, Auswirkungen und Intervention. Deutsches Ärzteblatt, 106(19), 323 – 328. First citation in articleGoogle Scholar

  • Talmi, D. , Seymour, B. , Dayan, P. , Dolan, R. J. (2008). Human Pavlovian-instrumental transfer. Journal of Neuroscience, 28, 360 – 368. DOI: 10.1523/JNEUROSCI.4028 – 07.2008 First citation in articleCrossrefGoogle Scholar

  • Tucker, J. S. , Orlando, M. , Ellickson, P. L. (2003). Patterns and correlates of binge drinking trajectories from early adolescence to young adulthood. Health Psychology, 22, 79 – 87. First citation in articleCrossrefGoogle Scholar

  • Tewes, U. (1991). Hamburg-Wechsler-Intelligenztest für Erwachsene (HAWIE-R). Bern: Huber. First citation in articleGoogle Scholar

  • Sutton, R. S. , Barto, A. G. (1998). Reinforcement learning: An introduction. IEEE Transactions on Neural Networks, 9(5), 1054. First citation in articleCrossrefGoogle Scholar

  • Van Ryzin, M. J. , Fosco, G. M. , Dishion, T. J. (2012). Family and peer predictors of substance use from early adolescence to early adulthood: An 11-year prospective analysis. Addictive Behaviors, 37(12), 1314 – 1324. DOI: 10.1016/j.addbeh.2012.06.020 First citation in articleCrossrefGoogle Scholar

  • Vanderschuren, L. J. , Everitt, B. J. (2004). Drug seeking becomes compulsive after prolonged cocaine self-administration. Science, 305(5686), 1017 – 1019. DOI: 10.1126/science.1098975 First citation in articleCrossrefGoogle Scholar

  • Vollstädt-Klein, S. , Wichert, S. , Rabinstein, J. , Buhler, M. , Klein, O. , Ende, G. et al. (2010). Initial, habitual and compulsive alcohol use is characterized by a shift of cue processing from ventral to dorsal striatum. Addiction, 105(10), 1741 – 1749. DOI: 10.1111/j.1360 – 0443.2010.03022.x First citation in articleCrossrefGoogle Scholar

  • Walden, B. , Iacono, W. G. , McGue, M. (2007). Trajectories of change in adolescent substance use and symptomatology: impact of paternal and maternal substance use disorders. Psychology of Addictive Behaviors, 21(1), 35 – 43. DOI: 10.1037/0893 – 164X.21.1.35 First citation in articleCrossrefGoogle Scholar

  • Warner, L. A. , White, H. R. , Johnson, V. (2007). Alcohol initiation experiences and family history of alcoholism as predictors of problem-drinking trajectories. Journal of Studies on Alcohol and Drugs, 68, 56 – 65. First citation in articleCrossrefGoogle Scholar

  • Whelan, R. , Conrod, P. J. , Poline, J. B. , Lourdusamy, A. , Banaschewski, T. , Barker, G. J. et al. (2012). Adolescent impulsivity phenotypes characterized by distinct brain networks. Nature Neuroscience, 15(6), 920 – 925. DOI: 10.1038/nn.3092 First citation in articleCrossrefGoogle Scholar

  • White, N. M. (1996). Addictive drugs as reinforcers: Multiple partial actions on memory systems. Addiction, 91, 921 – 965. First citation in articleCrossrefGoogle Scholar

  • Whitfield, J. B. (1994). ADH and ALDH genotypes in relation to alcohol metabolic rate and sensitivity. Alcohol and Alcoholism, Suppl. 2, 61 – 67. First citation in articleGoogle Scholar

  • Wiesner, M. , Weichold, K. , Silbereisen, R. K. (2007). Trajectories of alcohol use among adolescent boys and girls: identification, validation, and sociodemographic characteristics. Psychology of Addictive Behaviors, 21, 62 – 75. DOI: 10.1037/0893 – 164X.21.1.62 First citation in articleCrossrefGoogle Scholar

  • Wittchen, H.-U. , Nelson, C. B. , Lachner, G. (1998). Prevalence of mental disorders and psychosocial impairments in adolescents and young adults. Psychological Medicine, 28, 109 – 126. First citation in articleCrossrefGoogle Scholar

  • Wittchen, H. U. , Pfister, H. (1997). DIA-X-Interviews: Manual für Screening-Verfahren und Interview; Interviewheft Längsschnittuntersuchung (DIA-X-Lifetime); Ergänzungsheft (DIA-X-Lifetime); Interviewheft Querschnittuntersuchung (DIA-X-12 Monate); Ergänzungsheft (DIA-X-12 Monate); PC-Programm Zur Durchführung des Interviews (Längs- Und Querschnittuntersuchung); Auswertungsprogramm. Frankfurt: Swets & Zeitlinger. First citation in articleGoogle Scholar

  • Wittchen, H. , Zaudig, M. , Fydrich, T. E. (1997). Strukturiertes Klinisches Interview für DSM-IV Achse II: Persönlichkeitsstörungen. Weinheim: Beltz Test Gesellschaft. First citation in articleGoogle Scholar

  • Wrase, J. , Reimold, M. , Puls, I. , Kienast, T. , Heinz, A. (2006). Serotonergic dysfunction: Brain imaging and behavioral correlates. Cognitive, Affective, & Behavioral Neuroscience, 6, 53 – 61. First citation in articleCrossrefGoogle Scholar

  • Wrase, J. , Schlagenhauf, F. , Kienast, T. , Wustenberg, T. , Bermpohl, F. , Kahnt, T. et al. (2007). Dysfunction of reward processing correlates with alcohol craving in detoxified alcoholics. Neuroimage, 35, 787 – 794. DOI: 10.1016/j.neuroimage.2006.11.043 First citation in articleCrossrefGoogle Scholar

  • Yin, H. H. , Knowlton, B. J. (2006). The role of the basal ganglia in habit formation. Nature Reviews Neuroscience, 7, 464 – 476. DOI: 10.1038/nrn1919 First citation in articleGoogle Scholar

  • Zimmermann, U. S. , Blomeyer, D. , Laucht, M. , Mann, K. F. (2007). How gene-stress-behavior interactions can promote adolescent alcohol use: the roles of predrinking allostatic load and childhood behavior disorders. Pharmacology Biochemistry and Behavior, 86, 246 – 262. DOI: 10.1016/j.pbb.2006.09.024 First citation in articleCrossrefGoogle Scholar