Effects of attentional bias modification therapy on the cue reactivity and cognitive control networks in participants with cocaine use disorders

References

• Robinson TE, Berridge KC. The neural basis of drug craving: an incentive-sensitization theory of addiction. Brain Res Rev. 1993;18:247–91.doi:10.1016/0165-0173(93)90013-P.
   PubMed Web of Science ®Google Scholar
• Field M, Cox WM. Attentional bias in addictive behaviors: a review of its development, causes, and consequences. Drug Alcohol Depend. 2008;97:1–20.doi:10.1016/j.drugalcdep.2008.03.030.
   PubMed Web of Science ®Google Scholar
• Franken IH, van Strien JW, Franzek EJ, van de Wetering BJ. Error-processing deficits in patients with cocaine dependence. Biol Psychol. 2007;75:45–51.doi:10.1016/j.biopsycho.2006.11.003.
   PubMed Web of Science ®Google Scholar
• Wiers RW, Rinck M, Kordts R, Houben K, Strack F. Retraining automatic action-tendencies to approach alcohol in hazardous drinkers. Addict. 2010;105:279–87.doi:10.1111/j.1360-0443.2009.02775.x.
   PubMed Web of Science ®Google Scholar
• Wiers RW, Stacy AW. Implicit cognition and addiction. Curr Dir Psychol Sci. 2006;15:292–96.doi:10.1111/j.1467-8721.2006.00455.x.
   Web of Science ®Google Scholar
• Baler RD, Volkow ND. Drug addiction: the neurobiology of disrupted self-control. Trends Mol Med. 2006;12:559–66.doi:10.1016/j.molmed.2006.10.005.
   PubMed Web of Science ®Google Scholar
• Carpenter KM, 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;31:174–81.doi:10.1016/j.addbeh.2005.04.012.
   PubMed Web of Science ®Google Scholar
• Cox WM, Hogan LM, Kristian MR, Race JH. Alcohol attentional bias as a predictor of alcohol abusers’ treatment outcome. Drug Alcohol Depend. 2002;68:237–43.doi:10.1016/s0376-8716(02)00219-3.
   PubMed Web of Science ®Google Scholar
• Carpenter KM, Martinez D, Vadhan NP, Barnes-Holmes D, Nunes EV. Measures of attentional bias and relational responding are associated with behavioral treatment outcome for cocaine dependence. Am J Drug Alcohol Abuse. 2012;38:146–54.doi:10.3109/00952990.2011.643986.
   PubMed Web of Science ®Google Scholar
• Mayer AR, Wilcox CE, Dodd AB, Klimaj SD, Dekonenko CJ, Claus ED, Bogenschutz M. The efficacy of attention bias modification therapy in cocaine use disorders. Am J Drug Alcohol Ab. 2016;42:459–68.doi:10.3109/00952990.2016.1151523.
   PubMed Web of Science ®Google Scholar
• Kosten TR, Scanley BE, Tucker KA, Oliveto A, Prince C, Sinha R, Potenza MN, Skudlarski P, Wexler BE. Cue-induced brain activity changes and relapse in cocaine-dependent patients. Neuropsychopharmacol. 2006;31:644–50.doi:10.1038/sj.npp.1300851.
   PubMed Web of Science ®Google Scholar
• Wilcox CE, Teshiba TM, Merideth F, Ling J, Mayer AR. Enhanced cue reactivity and fronto-striatal functional connectivity in cocaine use disorders. Drug Alcohol Depend. 2011;115:137–44.doi:10.1016/j.drugalcdep.2011.01.009.
   PubMed Web of Science ®Google Scholar
• Hester R, Garavan H. Executive dysfunction in cocaine addiction: evidence for discordant frontal, cingulate, and cerebellar activity. J Neurosci. 2004;24:11017–22.doi:10.1523/JNEUROSCI.3321-04.2004.
   PubMed Web of Science ®Google Scholar
• Li CS, Huang C, Yan P, Bhagwagar Z, Milivojevic V, Sinha R. Neural correlates of impulse control during stop signal inhibition in cocaine-dependent men. Neuropsychopharmacol. 2008;33:1798–806.doi:10.1038/sj.npp.1301568.
   PubMed Web of Science ®Google Scholar
• Mayer AR, Wilcox CE, Teshiba TM, Ling JM, Yang Z. Hyperactivation of the cognitive control network in cocaine use disorders during a multisensory Stroop task. Drug Alcohol Depend. 2013;133:235–41.doi:10.1016/j.drugalcdep.2013.04.029.
   PubMed Web of Science ®Google Scholar
• Prisciandaro JJ, Myrick H, Henderson S, McRae-Clark AL, Brady KT. Prospective associations between brain activation to cocaine and no-go cues and cocaine relapse. Drug Alcohol Depend. 2013;131:44–49.doi:10.1016/j.drugalcdep.2013.04.008.
   PubMed Web of Science ®Google Scholar
• Moeller SJ, Tomasi D, Woicik PA, Maloney T, Alia-Klein N, Honorio J, Telang F, Wang GJ, Wang R, Sinha R, et al. Enhanced midbrain response at 6-month follow-up in cocaine addiction, association with reduced drug-related choice. Addict Biol. 2012;17:1013–25.
   PubMed Web of Science ®Google Scholar
• Brewer JA, Worhunsky PD, Carroll KM, Rounsaville BJ, Potenza MN. Pretreatment brain activation during stroop task is associated with outcomes in cocaine-dependent patients. Biol Psychiatry. 2008;64:998–1004.doi:10.1016/j.biopsych.2008.05.024.
   PubMed Web of Science ®Google Scholar
• Luo X, Zhang S, Hu S, Bednarski SR, Erdman E, Farr OM, Hong KI, Sinha R, Mazure CM, Li CS. Error processing and gender-shared and -specific neural predictors of relapse in cocaine dependence. Brain. 2013;136:1231–44.doi:10.1093/brain/awt040.
   PubMed Web of Science ®Google Scholar
• Stewart JL, Connolly CG, May AC, Tapert SF, Wittmann M, Paulus MP. Cocaine dependent individuals with attenuated striatal activation during reinforcement learning are more susceptible to relapse. Psychiatry Res. 2014;223:129–39.doi:10.1016/j.pscychresns.2014.04.014.
   PubMed Web of Science ®Google Scholar
• Field M. Cannabis ‘dependence’ and attentional bias for cannabis-related words. Behav Pharmacol. 2005;16:473–76.
   PubMed Web of Science ®Google Scholar
• Field M, Munafo MR, Franken IH. A meta-analytic investigation of the relationship between attentional bias and subjective craving in substance abuse. Psychol Bull. 2009;135:589–607.doi:10.1037/a0015843.
   PubMed Web of Science ®Google Scholar
• Schoenmakers T, Wiers RW, Jones BT, Bruce G, Jansen AT. Attentional re-training decreases attentional bias in heavy drinkers without generalization. Addict. 2007;102:399–405.doi:10.1111/j.1360-0443.2006.01718.x.
   PubMed Web of Science ®Google Scholar
• Schoenmakers TM, de Bruin M, Lux IF, Goertz AG, Van Kerkhof DH, Wiers RW. Clinical effectiveness of attentional bias modification training in abstinent alcoholic patients. Drug Alcohol Depend. 2010;109:30–36.doi:10.1016/j.drugalcdep.2009.11.022.
   PubMed Web of Science ®Google Scholar
• Wiers CE, Wiers RW. Imaging the neural effects of cognitive bias modification training. Neuroimage. 2017;151:81–91.doi:10.1016/j.neuroimage.2016.07.041.
   PubMed Web of Science ®Google Scholar
• Mayer AR, Franco AR, Ling J, Canive JM. Assessment and quantification of head motion in neuropsychiatric functional imaging research as applied to schizophrenia. J Int Neuropsychol Soc. 2007;13:839–45.doi:10.1017/S1355617707071081.
   PubMed Web of Science ®Google Scholar
• Sobell LC, Sobell MB. Timeline followback user’s guide: a calendar method for assessing alcohol and drug use. Toronto: Addiction Research Foundation; 1996.
   Google Scholar
• Grissom RJ, Kim JJ. Effect sizes for research: univariate and multivariate applications. New York, NY: Routledge; 2012.
   Google Scholar
• Ahmadi J, Kampman K, Dackis C. Outcome predictors in cocaine dependence treatment trials. Am J Addict. 2006;15:434–39.doi:10.1080/10550490600998476.
   PubMed Web of Science ®Google Scholar
• Ahmadi J, Kampman KM, Oslin DM, Pettinati HM, Dackis C, Sparkman T. Predictors of treatment outcome in outpatient cocaine and alcohol dependence treatment. Am J Addict. 2009;18:81–86.doi:10.1080/10550490802545174.
   PubMed Web of Science ®Google Scholar
• Hermann D, Smolka MN, Wrase J, Klein S, Nikitopoulos J, Georgi A, Braus DF, Flor H, Mann K, Heinz A. Blockade of cue-induced brain activation of abstinent alcoholics by a single administration of amisulpride as measured with fMRI. Alcohol Clin Exp Res. 2006;30:1349–54.doi:10.1111/j.1530-0277.2006.00174.x.
   PubMed Web of Science ®Google Scholar
• Myrick H, Anton RF, Li X, Henderson S, Randall PK, Voronin K. Effect of naltrexone and ondansetron on alcohol cue-induced activation of the ventral striatum in alcohol-dependent people. Arch Gen Psychiatry. 2008;65:466–75.doi:10.1001/archpsyc.65.4.466.
   PubMed Web of Science ®Google Scholar
• Field M, Marhe R, Franken IH. The clinical relevance of attentional bias in substance use disorders. CNS Spectr. 2014;19:225–30.doi:10.1017/S1092852913000321.
   PubMed Web of Science ®Google Scholar
• Heitmann J, Bennik EC, van Hemel-Ruiter ME, de Jong PJ. The effectiveness of attentional bias modification for substance use disorder symptoms in adults: a systematic review. Syst Rev. 2018;7:160.doi:10.1186/s13643-018-0822-6.
   PubMed Web of Science ®Google Scholar
• Zhang M, Ying J, Wing T, Song G, Fung DSS, Smith H. A systematic review of attention biases in opioid, cannabis, stimulant use disorders. Int J Environ Res Public Health. 2018;15(6):1138.
   Web of Science ®Google Scholar
• Emmelkamp PM. Attention bias modification: the Emperor’s new suit? BMC Med. 2012;10:63.doi:10.1186/1741-7015-10-63.
   PubMed Web of Science ®Google Scholar
• Wiers RW, Gladwin TE, Hofmann W, Salemink E, Ridderinkhof KR. Cognitive bias modification and cognitive control training in addiction and related psychopathology mechanisms, clinical perspectives, and ways forward. Clin Psychol Sci. 2013;1:192–212.doi:10.1177/2167702612466547.
   Google Scholar
• Hallion LS, Ruscio AM. A meta-analysis of the effect of cognitive bias modification on anxiety and depression. Psychol Bull. 2011;137:940–58.doi:10.1037/a0024355.
   PubMed Web of Science ®Google Scholar
• Clifford PR, Maisto SA. Subject reactivity effects and alcohol treatment outcome research. J Stud Alcohol. 2000;61:787–93.doi:10.15288/jsa.2000.61.787.
   PubMed Web of Science ®Google Scholar
• Clifford PR, Maisto SA, Davis CM. Alcohol treatment research assessment exposure subject reactivity effects: part I. Alcohol use and related consequences. J Stud Alcohol Drugs. 2007;68:519–28.doi:10.15288/jsad.2007.68.519.
   PubMed Web of Science ®Google Scholar
• Donovan DM, Bogenschutz MP, Perl H, Forcehimes A, Adinoff B, Mandler R, Oden N, Walker R. Study design to examine the potential role of assessment reactivity in the Screening, Motivational Assessment, Referral, and Treatment in Emergency Departments (SMART-ED) protocol. Addict Sci Clin Pract. 2012;7:16.doi:10.1186/1940-0640-7-11.
   PubMedGoogle Scholar
• Maisto SA, Clifford PR, Davis CM. Alcohol treatment research assessment exposure subject reactivity effects: part II. Treatment engagement and involvement. J Stud Alcohol Drugs. 2007;68:529–33.doi:10.15288/jsad.2007.68.529.
   PubMed Web of Science ®Google Scholar
• Carter CS, van Veen V. Anterior cingulate cortex and conflict detection: an update of theory and data. Cogn Affect Behav Neurosci. 2007;7:367–79.
   PubMed Web of Science ®Google Scholar
• Kim C, Kroger JK, Kim J. A functional dissociation of conflict processing within anterior cingulate cortex. Hum Brain Mapp. 2011;32:304–12.doi:10.1002/hbm.21020.
   PubMed Web of Science ®Google Scholar
• Garavan H, Pankiewicz J, Bloom A, Cho JK, Sperry L, Ross TJ, Salmeron BJ, Risinger R, Kelley D, Stein EA. Cue-induced cocaine craving: neuroanatomical specificity for drug users and drug stimuli. Am J Psychiatry. 2000;157:1789–98.doi:10.1176/appi.ajp.157.11.1789.
   PubMed Web of Science ®Google Scholar
• Sinha R, Lacadie C, Skudlarski P, Fulbright RK, Rounsaville BJ, Kosten TR, Wexler BE. Neural activity associated with stress-induced cocaine craving: a functional magnetic resonance imaging study. Psychopharmacol(Berl). 2005;183:171–80.doi:10.1007/s00213-005-0147-8.
   PubMed Web of Science ®Google Scholar
• McKiernan KA, Kaufman JN, Kucera-Thompson J, Binder JR. A parametric manipulation of factors affecting task-induced deactivation in functional neuroimaging. J Cogn Neurosci. 2003;15:394–408.doi:10.1162/089892903321593117.
   PubMed Web of Science ®Google Scholar
• Field M, Duka T, Eastwood B, Child R, Santarcangelo M, Gayton M. Experimental manipulation of attentional biases in heavy drinkers: do the effects generalise? Psychopharmacol(Berl). 2007;192:593–608.doi:10.1007/s00213-007-0760-9.
   PubMed Web of Science ®Google Scholar