Choice to view cocaine images predicts concurrent and prospective drug use in cocaine addiction

Drug and Alcohol Dependence

Volumn 130, Issue 1-3, 2013, Pages 178-185

  Moeller, Scott J ^a   Beebe Wang, Nicasia ^a   Woicik, Patricia A ^a   Konova, Anna B ^a,b   Maloney, Thomas ^a   Goldstein, Rita Z ^a  

^a BROOKHAVEN NATIONAL LABORATORY   (United States)

^b STONY BROOK UNIVERSITY   (United States)

Author keywords

Abstinence; Cocaine addiction; Cocaine choice behavior; IAPS; Reinforcement; Relapse; Treatment outcome

Indexed keywords

ALCOHOL; CANNABIS; COCAINE;

ADULT; ARTICLE; COCAINE DEPENDENCE; CONTROLLED STUDY; CORRELATION ANALYSIS; DISEASE MARKER; DRUG USE; FEMALE; HUMAN; LABORATORY TEST; MAJOR CLINICAL STUDY; MALE; PHOTOGRAPHY; PREDICTION; PRIORITY JOURNAL; PROBABILITY; SIMULATION; VISUAL STIMULATION;

ADULT; CHOICE BEHAVIOR; COCAINE-RELATED DISORDERS; FEMALE; FOLLOW-UP STUDIES; HUMANS; MALE; MIDDLE AGED; PHOTIC STIMULATION; PREDICTIVE VALUE OF TESTS; PROSPECTIVE STUDIES;

CANNABIS SATIVA;

EID: 84877040776     PISSN: 03768716     EISSN: 18790046     Source Type: Journal    
DOI: 10.1016/j.drugalcdep.2012.11.001     Document Type: Article

References (59)

1. Aharon I., Etcoff N., Ariely D., Chabris C.F., O'Connor E., Breiter H.C. Beautiful faces have variable reward value: fMRI and behavioral evidence. Neuron 2001, 32:537-551.
2. Aharonovich E., Amrhein P.C., Bisaga A., Nunes E.V., Hasin D.S. Cognition, commitment language, and behavioral change among cocaine-dependent patients. Psychol. Addict. Behav. 2008, 22:557-562.
3. Aharonovich E., Hasin D.S., Brooks A.C., Liu X., Bisaga A., Nunes E.V. Cognitive deficits predict low treatment retention in cocaine dependent patients. Drug Alcohol Depend. 2006, 81:313-322.
4. Aharonovich E., Nunes E., Hasin D. Cognitive impairment, retention and abstinence among cocaine abusers in cognitive-behavioral treatment. Drug Alcohol Depend. 2003, 71:207-211.
5. Ahmadi J., Kampman K.M., Oslin D.M., Pettinati H.M., Dackis C., Sparkman T. Predictors of treatment outcome in outpatient cocaine and alcohol dependence treatment. Am. J. Addict. 2009, 18:81-86.
6. Ahmed S.H. Validation crisis in animal models of drug addiction: beyond non-disordered drug use toward drug addiction. Neurosci. Biobehav. Rev. 2010, 35:172-184.
7. Armel K.C., Beaumel A., Rangel A. Biasing simple choices by manipulating relative visual attention. Judgm. Decis. Mak. 2008, 3:396-403.
8. Ashby F.G., Turner B.O., Horvitz J.C. Cortical and basal ganglia contributions to habit learning and automaticity. Trends Cogn. Sci. 2010, 14:208-215.
9. Carpenter K.M., Martinez D., Vadhan N.P., Barnes-Holmes D., Nunes E.V. Measures of attentional bias and relational responding are associated with behavioral treatment outcome for cocaine dependence. Am. J. Drug Alcohol Abuse 2012, 38:146-154.
10. Carpenter K.M., Schreiber E., Church S., McDowell D. Drug Stroop performance: relationships with primary substance of use and treatment outcome in a drug-dependent outpatient sample. Addict. Behav. 2006, 31:174-181.
11. Donny E.C., Bigelow G.E., Walsh S.L. Assessing the initiation of cocaine self-administration in humans during abstinence: effects of dose, alternative reinforcement, and priming. Psychopharmacology (Berl.) 2004, 172:316-323.
12. Dunning J.P., Parvaz M.A., Hajcak G., Maloney T., Alia-Klein N., Woicik P.A., Telang F., Wang G.J., Volkow N.D., Goldstein R.Z. Motivated attention to cocaine and emotional cues in abstinent and current cocaine users - an ERP study. Eur. J. Neurosci. 2011, 33:1716-1723.
13. García-Fernández G., Secades-Villa R., García-Rodríguez O., Alvarez-López H., Sánchez-Hervás E., Fernández-Hermida J.R., Fernández-Artamendi S. Individual characteristics and response to contingency management treatment for cocaine addiction. Psicothema 2011, 23:114-118.
14. Goldstein R.Z., Volkow N.D. Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat. Rev. Neurosci. 2011, 12:652-669.
15. Graybiel A.M. Habits, rituals, and the evaluative brain. Annu. Rev. Neurosci. 2008, 31:359-387.
16. Hajcak G., MacNamara A., Olvet D.M. Event-related potentials, emotion, and emotion regulation: an integrative review. Dev. Neuropsychol. 2010, 35:129-155.
17. Hart C.L., Haney M., Foltin R.W., Fischman M.W. Alternative reinforcers differentially modify cocaine self-administration by humans. Behav. Pharmacol. 2000, 11:87-91.
18. Heinz A., Wrase J., Kahnt T., Beck A., Bromand Z., Grusser S.M., Kienast T., Smolka M.N., Flor H., Mann K. Brain activation elicited by affectively positive stimuli is associated with a lower risk of relapse in detoxified alcoholic subjects. Alcohol. Clin. Exp. Res. 2007, 31:1138-1147.
19. Hester R., Dixon V., Garavan H. A consistent attentional bias for drug-related material in active cocaine users across word and picture versions of the emotional Stroop task. Drug Alcohol Depend. 2006, 81:251-257.
20. Heyman G.M. Addiction: A Disorder of Choice 2009, Harvard University Press, Cambridge, MA.
21. Higgins S.T., Heil S.H., Lussier J.P. Clinical implications of reinforcement as a determinant of substance use disorders. Annu. Rev. Psychol. 2004, 55:431-461.
22. Hogarth L. Goal-directed and transfer-cue-elicited drug-seeking are dissociated by pharmacotherapy: evidence for independent additive controllers. J. Exp. Psychol. Anim. Behav. Process. 2012, 38:266-278.
23. Hogarth L., Chase H.W. Parallel goal-directed and habitual control of human drug-seeking: implications for dependence vulnerability. Exp. Psychol. Anim. Behav. Process. 2011, 37:261-276.
24. Hogarth L., Chase H.W. Evaluating psychological markers for human nicotine dependence: tobacco choice, extinction, and Pavlovian-to-instrumental transfer. Exp. Clin. Psychopharmacol. 2012, 20:213-224.
25. Krajbich I., Armel C., Rangel A. Visual fixations and the computation and comparison of value in simple choice. Nat. Neurosci. 2010, 13:1292-1298.
26. Lang P.J., Bradley M.M., Cuthbert B.N. International Affective Picture System (IAPS): Affective Ratings of Pictures and Instruction Manual. Technical Report A-8 2008, University of Florida, Gainsville, FL.
27. Lubman D.I., Yucel M., Kettle J.W., Scaffidi A., Mackenzie T., Simmons J.G., Allen N.B. Responsiveness to drug cues and natural rewards in opiate addiction: associations with later heroin use. Arch. Gen. Psychiatry 2009, 66:205-212.
28. MacKillop J., Miranda R., Monti P.M., Ray L.A., Murphy J.G., Rohsenow D.J., McGeary J.E., Swift R.M., Tidey J.W., Gwaltney C.J. Alcohol demand, delayed reward discounting, and craving in relation to drinking and alcohol use disorders. J. Abnorm. Psychol. 2010, 119:106-114.
29. Marissen M.A., Franken I.H., Waters A.J., Blanken P., van den Brink W., Hendriks V.M. Attentional bias predicts heroin relapse following treatment. Addiction 2006, 101:1306-1312.
30. Martinez D., Carpenter K.M., Liu F., Slifstein M., Broft A., Friedman A.C., Kumar D., Van Heertum R., Kleber H.D., Nunes E. Imaging dopamine transmission in cocaine dependence: link between neurochemistry and response to treatment. Am. J. Psychiatry 2011, 168:634-641.
31. Martinez D., Narendran R., Foltin R.W., Slifstein M., Hwang D.R., Broft A., Huang Y.Y., Cooper T.B., Fischman M.W., Kleber H.D., Laruelle M. Amphetamine-induced dopamine release: markedly blunted in cocaine dependence and predictive of the choice to self-administer cocaine. Am. J. Psychiatry 2007, 164:622-629.
32. Martinez D., Slifstein M., Narendran R., Foltin R.W., Broft A., Hwang D.R., Perez A., Abi-Dargham A., Fischman M.W., Kleber H.D., Laruelle M. Dopamine D1 receptors in cocaine dependence measured with PET and the choice to self-administer cocaine. Neuropsychopharmacology 2009, 34:1774-1782.
33. McLellan A.T., Kushner H., Metzger D., Peters R., Smith I., Grissom G., Pettinati H., Argeriou M. The fifth edition of the Addiction Severity Index. J. Subst. Abuse. Treat. 1992, 9:199-213.
34. Miller W.R., Del Boca F.K. Measurement of drinking behavior using the Form 90 family of instruments. J. Stud. Alcohol. Suppl. 1994, 12:112-118.
35. Moeller S.J., Hajcak G., Parvaz M.A., Dunning J.P., Volkow N.D., Goldstein R.Z. Psychophysiological prediction of choice: relevance to insight and drug addiction. Brain 2012, 135:3481-3494.
36. Moeller S.J., Tomasi D., Woicik P.A., Maloney T., Alia-Klein N., Honorio J., Telang F., Wang G.J., Wang R., Sinha R., Carise D., Astone-Twerell J., Bolger J., Volkow N.D., Goldstein R.Z. Enhanced midbrain response at 6-month follow-up in cocaine addiction, association with reduced drug-related choice. Addict. Biol. 2012, 17:1013-1025.
37. Moeller S.J., Maloney T., Parvaz M.A., Alia-Klein N., Woicik P.A., Telang F., Wang G.J., Volkow N.D., Goldstein R.Z. Impaired insight in cocaine addiction: laboratory evidence and effects on cocaine-seeking behaviour. Brain 2010, 133:1484-1493.
38. Moeller S.J., Maloney T., Parvaz M.A., Dunning J.P., Alia-Klein N., Woicik P.A., Hajcak G., Telang F., Wang G.J., Volkow N.D., Goldstein R.Z. Enhanced choice for viewing cocaine pictures in cocaine addiction. Biol. Psychiatry 2009, 66:169-176.
39. Padoa-Schioppa C. Neurobiology of economic choice: a good-based model. Annu. Rev. Neurosci. 2011, 34:333-359.
40. Parvaz M.A., Maloney T., Moeller S.J., Woicik P.A., Alia-Klein N., Telang F., Wang G.J., Squires N.K., Volkow N.D., Goldstein R.Z. Sensitivity to monetary reward is most severely compromised in recently abstaining cocaine addicted individuals: a cross-sectional ERP study. Psychiatry Res. 2012, 203:75-82.
41. Paulus M.P. Decision-making dysfunctions in psychiatry - altered homeostatic processing?. Science 2007, 318:602-606.
42. Paulus M.P., Tapert S.F., Schuckit M.A. Neural activation patterns of methamphetamine-dependent subjects during decision making predict relapse. Arch. Gen. Psychiatry 2005, 62:761-768.
43. Perkins K.A., Broge M., Gerlach D., Sanders M., Grobe J.E., Cherry C., Wilson A.S. Acute nicotine reinforcement, but not chronic tolerance, predicts withdrawal and relapse after quitting smoking. Health Psychol. 2002, 21:332-339.
44. Poling J., Kosten T.R., Sofuoglu M. Treatment outcome predictors for cocaine dependence. Am. J. Drug Alcohol Abuse 2007, 33:191-206.
45. Preston K.L., Epstein D.H. Stress in the daily lives of cocaine and heroin users: relationship to mood, craving, relapse triggers, and cocaine use. Psychopharmacology (Berl.) 2011, 218:29-37.
46. Quick S.L., Pyszczynski A.D., Colston K.A., Shahan T.A. Loss of alternative non-drug reinforcement induces relapse of cocaine-seeking in rats: role of dopamine D(1) receptors. Neuropsychopharmacology 2011, 36:1015-1020.
47. Redish A.D., Jensen S., Johnson A. A unified framework for addiction: vulnerabilities in the decision process. Behav. Brain Sci. 2008, 31:415-437.
48. Rohsenow D.J., Martin R.A., Eaton C.A., Monti P.M. Cocaine craving as a predictor of treatment attrition and outcomes after residential treatment for cocaine dependence. J. Stud. Alcohol Drugs 2007, 68:641-648.
49. Seeley W.W., Menon V., Schatzberg A.F., Keller J., Glover G.H., Kenna H., Reiss A.L., Greicius M.D. Dissociable intrinsic connectivity networks for salience processing and executive control. J. Neurosci. 2007, 27:2349-2356.
50. Shimojo S., Simion C., Shimojo E., Scheier C. Gaze bias both reflects and influences preference. Nat. Neurosci. 2003, 6:1317-1322.
51. Sinha R., Garcia M., Paliwal P., Kreek M.J., Rounsaville B.J. Stress-induced cocaine craving and hypothalamic-pituitary-adrenal responses are predictive of cocaine relapse outcomes. Arch. Gen. Psychiatry 2006, 63:324-331.
52. Sinha R., Shaham Y., Heilig M. Translational and reverse translational research on the role of stress in drug craving and relapse. Psychopharmacology (Berl.) 2011, 218:69-82.
53. Stoops W.W., Lile J.A., Glaser P.E., Hays L.R., Rush C.R. Alternative reinforcer response cost impacts cocaine choice in humans. Prog. Neuropsychopharmacol. Biol. Psychiatry 2012, 36:189-193.
54. Stoops W.W., Lile J.A., Rush C.R. Monetary alternative reinforcers more effectively decrease intranasal cocaine choice than food alternative reinforcers. Pharmacol. Biochem. Behav. 2010, 95:187-191.
55. Tricomi E., Balleine B.W., O'Doherty J.P. A specific role for posterior dorsolateral striatum in human habit learning. Eur. J. Neurosci. 2009, 29:2225-2232.
56. Vadhan N.P., Hart C.L., Haney M., van Gorp W.G., Foltin R.W. Decision-making in long-term cocaine users: effects of a cash monetary contingency on Gambling task performance. Drug Alcohol Depend. 2009, 102:95-101.
57. Verdejo-Garcia A., Betanzos-Espinosa P., Lozano O.M., Vergara-Moragues E., Gonzalez-Saiz F., Fernandez-Calderon F., Bilbao-Acedos I., Perez-Garcia M. Self-regulation and treatment retention in cocaine dependent individuals: a longitudinal study. Drug Alcohol Depend. 2012, 122:142-148.
58. Vosburg S.K., Haney M., Rubin E., Foltin R.W. Using a novel alternative to drug choice in a human laboratory model of a cocaine binge: a game of chance. Drug Alcohol Depend. 2010, 110:144-150.
59. Woicik P.A., Moeller S.J., Alia-Klein N., Maloney T., Lukasik T.M., Yeliosof O., Wang G.J., Volkow N.D., Goldstein R.Z. The neuropsychology of cocaine addiction: recent cocaine use masks impairment. Neuropsychopharmacology 2009, 34:1112-1122.