Responsiveness to Drug Cues and Natural Rewards in Opiate Addiction: Associations With Later Heroin Use
Abstract
CONTEXT: Although drug cues reliably activate the brain's reward system, studies rarely examine how the processing of drug stimuli compares with natural reinforcers or relates to clinical outcomes. OBJECTIVES: To determine hedonic responses to natural and drug reinforcers in long-term heroin users and to examine the utility of these responses in predicting future heroin use. DESIGN: Prospective design examining experiential, expressive, reflex modulation, and cortical/attentional responses to opiate-related and affective stimuli. The opiate-dependent group was reassessed a median of 6 months after testing to determine their level of heroin use during the intervening period. SETTING: Community drug and alcohol services and a clinical research facility. PARTICIPANTS: Thirty-three opiate-dependent individuals (mean age, 31.6 years) with stabilized opiate-substitution pharmacotherapy and 19 sex- and age-matched healthy non-drug users (mean age, 30 years). MAIN OUTCOME MEASURES: Self-ratings, facial electromyography, startle-elicited postauricular reflex, and event-related potentials combined with measures of heroin use at baseline and follow-up. RESULTS: Relative to the control group, the opiate-dependent group rated pleasant pictures as less arousing and showed increased corrugator activity, less postauricular potentiation, and decreased startle-elicited P300 attenuation while viewing pleasant pictures. The opiate-dependent group rated the drug-related pictures as more pleasant and arousing, and demonstrated greater startle-elicited P300 attenuation while viewing them. Although a startle-elicited P300 amplitude response to pleasant (relative to drug-related) pictures significantly predicted regular (at least weekly) heroin use at follow-up, subjective valence ratings of pleasant pictures remained the superior predictor of use after controlling for baseline craving and heroin use. CONCLUSIONS: Heroin users demonstrated reduced responsiveness to natural reinforcers across a range of psychophysiological measures. Subjective rating of pleasant pictures robustly predicted future heroin use. Our findings highlight the importance of targeting anhedonic symptoms within clinical treatment settings.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Opiate abuse is associated with altered cortical blood flow, grey matter loss, and impaired connectivity.
“Opiate abuse has been associated with changes in cortical blood flow (Fu et al., 2008; Lubman et al., 2009), grey matter loss (Lyoo et al., 2006) and impaired connectivity (Schmidt et al., 2015).”
From Substance abuse and white matter: Findings, limitations, and future of diffusion tensor imaging research (2019) · cites this paper as Lubman et al., 2009
Opiate-dependent participants show decreased arousal ratings and physiological measures of reward motivation to pleasant pictures relative to drug-cue images.
“In a study using multi-modal psychophysiological measurements, Lubman and colleagues [156] reported decreased arousal ratings and physiological measures of reward motivation to pleasant pictures relative to drug-cue images in opiate-dependent participants.”
From Reward circuitry dysfunction in psychiatric and neurodevelopmental disorders and genetic syndromes: animal models and clinical findings (2012) · cites this paper as [156]
Cites
An inventory for measuring depression
BECK, A. T. (1961) · Archives of General Psychiatry · doi:10.1001/archpsyc.1961.01710120031004 · Cited by 38,032 · see citing works
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
The neural basis of drug craving: An incentive-sensitization theory of addiction
Robinson, T. (1993) · Brain Research Reviews · doi:10.1016/0165-0173(93)90013-p · Cited by 7,346 · see citing works
Drug Addiction, Dysregulation of Reward, and Allostasis
Koob, G. (2001) · Neuropsychopharmacology · doi:10.1016/s0893-133x(00)00195-0 · Cited by 2,953 · see citing works
Goldstein, R. Z., & Volkow, N. D. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.10.1642 · Cited by 2,667 · see citing works
Drug abuse: hedonic homeostatic dysregulation
Koob, G. F., & Moal, M. L. (1997) · Science · doi:10.1126/science.278.5335.52 · Cited by 2,535 · see citing works
A Solution for Reliable and Valid Reduction of Ocular Artifacts, Applied to the P300 ERP
Semlitsch, H. V., Anderer, P., Schuster, P., & Presslich, O. (1986) · Psychophysiology · doi:10.1111/j.1469-8986.1986.tb00696.x · Cited by 2,021 · see citing works
Limbic Activation During Cue-Induced Cocaine Craving
Childress, A. R., Mozley, P. D., McElgin, W., Fitzgerald, J., Reivich, M., & O’Brien, C. P. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.1.11 · Cited by 1,513 · see citing works
Gossop, M., Darke, S. G., Griffiths, P., Hando, J., Powis, B., Hall, W., & Strang, J. (1995) · Addiction · doi:10.1046/j.1360-0443.1995.9056072.x · Cited by 1,341 · see citing works
Self-report among injecting drug users: A review
Darke, S. (1998) · Drug and Alcohol Dependence · doi:10.1016/s0376-8716(98)00028-3 · Cited by 1,141 · see citing works
Bradley, M. M., & Lang, P. J. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511546396.025 · Cited by 1,047 · see citing works
Emotion and attention: event-related brain potential studies
Schupp, H. T., Flaisch, T., Stockburger, J., & Junghöfer, M. (2006) · Progress in brain research · doi:10.1016/s0079-6123(06)56002-9 · Cited by 1,032 · see citing works
Gawin, F. H., & Ellinwood, E. H. (1988) · New England Journal of Medicine · doi:10.1056/nejm198805053181806 · Cited by 965 · see citing works
Drug craving and addiction: integrating psychological and neuropsychopharmacological approaches
Franken, I. H. A. (2003) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/s0278-5846(03)00081-2 · Cited by 765 · see citing works
PET imaging of dopamine D2 receptors during chronic cocaine self-administration in monkeys
Nader, M. A., Morgan, D., Gage, H. D., Nader, S. H., Calhoun, T. L., Buchheimer, N., Ehrenkaufer, R., & Mach, R. H. (2006) · Nature Neuroscience · doi:10.1038/nn1737 · Cited by 481 · see citing works
Volkow, N. D., Wang, G.-J., Fowler, J. S., Logan, J., Gatley, S. J., Gifford, A., Hitzemann, R., Ding, Y.-S., & Pappas, N. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.9.1440 · Cited by 406 · see citing works
The National Treatment Outcome Research Study (NTORS): 4–5 year follow‐up results
Gossop, M., Marsden, J., Stewart, D., & Kidd, T. (2003) · Addiction · doi:10.1046/j.1360-0443.2003.00296.x · Cited by 401 · see citing works
Brewer, D. D., Catalano, R. F., Haggerty, K. P., Gainey, R. R., & Fleming, C. B. (1998) · Addiction · doi:10.1046/j.1360-0443.1998.931738.x · Cited by 392 · see citing works
Lubman, D., Yücel, M., & Pantelis, C. (2004) · Addiction · doi:10.1111/j.1360-0443.2004.00808.x · Cited by 375 · see citing works
Self-citationIndividual Differences in Autonomic Response: Conditioned Association or Conditioned Fear?
Hodes, R. L., Cook, E. W., & Lang, P. J. (1985) · Psychophysiology · doi:10.1111/j.1469-8986.1985.tb01649.x · Cited by 355 · see citing works
Regional brain metabolic activation during craving elicited by recall of previous drug experiences
Wang, G.-J., Volkow, N. D., Fowler, J. S., Cervany, P., Hitzemann, R. J., Pappas, N. R., Wong, C. T., & Felder, C. (1999) · Life Sciences · doi:10.1016/s0024-3205(98)00619-5 · Cited by 336 · see citing works
Attentional bias predicts outcome in smoking cessation.
Waters, A. J., Shiffman, S., Sayette, M. A., Paty, J. A., Gwaltney, C. J., & Balabanis, M. H. (2003) · Health Psychology · doi:10.1037/0278-6133.22.4.378 · Cited by 332 · see citing works
Wang, G. (1997) · Neuropsychopharmacology · doi:10.1016/s0893-133x(96)00184-4 · Cited by 285 · see citing works
Mattick, R. P., Ali, R. L., White, J. M., O’Brien, S., Wolk, S., & Danz, C. (2003) · Addiction · doi:10.1046/j.1360-0443.2003.00335.x · Cited by 284 · see citing works
Attentional bias predicts heroin relapse following treatment
Marissen, M. A. E., Franken, I. H. A., Waters, A. J., Blanken, P., van den Brink, W., & Hendriks, V. M. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01498.x · Cited by 277 · see citing works
The biological, social and clinical bases of drug addiction: commentary and debate
Altman, J. S., Everitt, B. J., Robbins, T. W., Glautier, S., Markou, A., Nutt, D., Oretti, R. G., & Phillips, G. D. (1996) · Psychopharmacology · doi:10.1007/bf02246016 · Cited by 270 · see citing works
Attentional bias for drug cues in opiate dependence
Lubman, D., Peters, L. A., Mogg, K., Bradley, B., & Deakin, J. (2000) · Psychological Medicine · doi:10.1017/s0033291799001269 · Cited by 262 · see citing works
Self-citationThe development of a short opiate withdrawal scale (SOWS)
Gossop, M. (1990) · Addictive Behaviors · doi:10.1016/0306-4603(90)90036-w · Cited by 261 · see citing works
Selective cognitive processing of drug cues in heroin dependence
Franken, I. H. A., Kroon, L. Y., Wiers, R. W. H. J., & Jansen, A. T. M. (2000) · Journal of Psychopharmacology · doi:10.1177/026988110001400408 · Cited by 197 · see citing works
Probe P3 and blinks: Two measures of affective startle modulation
SCHUPP, H. T., CUTHBERT, B. N., BRADLEY, M. M., BIRBAUMER, N., & LANG, P. J. (1997) · Psychophysiology · doi:10.1111/j.1469-8986.1997.tb02409.x · Cited by 181 · see citing works
Daglish, M. R. C., Weinstein, A. M., Malizia, A. L., Wilson, S., Melichar, J., Britten, S., Brewer, C. L., Lingford-Hughes, A. R., Myles, J. S., Grasby, P. M., et al. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.10.1680 · Cited by 171 · see citing works
Ribot, T., & Nicolas, S. (2005) · Cited by 161 · see citing works
Janiri, L., Martinotti, G., Dario, T., Reina, D., Paparello, F., Pozzi, G., Addolorato, G., Giannantonio, M. D., & Risio, S. D. (2005) · Neuropsychobiology · doi:10.1159/000086176 · Cited by 147 · see citing works
The Role of Attentional Bias in Substance Abuse
Robbins, S. J., & Ehrman, R. N. (2004) · Behavioral and Cognitive Neuroscience Reviews · doi:10.1177/1534582305275423 · Cited by 139 · see citing works
Anhedonia in Schizophrenic, Depressed, or Alcohol-Dependent Patients - Neurobiological Correlates
Heinz, A., Schmidt, L., & Reischies, F. M. (1994) · Pharmacopsychiatry · doi:10.1055/s-2007-1014317 · Cited by 130 · see citing works
RSIM Reference Manual: Version 1.0
Pai, V. S., Ranganathan, S., & Adve, S. V. (1997) · Rice Research Repository (Rice University) · Cited by 125 · see citing works
Zijlstra, F., Booij, J., van den Brink, W., & Franken, I. H. A. (2008) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2007.11.002 · Cited by 109 · see citing works
ALCOHOL CUE-REACTIVITY IN HEAVY AND LIGHT SOCIAL DRINKERS AS REVEALED BY EVENT-RELATED POTENTIALS
Herrmann, M. J. (2001) · Alcohol and Alcoholism · doi:10.1093/alcalc/36.6.588 · Cited by 103 · see citing works
Are nonpharmacological induced rewards related to anhedonia? A study among skydivers
Franken, I. H. A., Zijlstra, C., & Muris, P. (2005) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2005.10.011 · Cited by 102 · see citing works
Averaged evoked myogenic responses in normal man
Cody, D. T. R., & Bickford, R. G. (1969) · The Laryngoscope · doi:10.1288/00005537-196903000-00007 · Cited by 101 · see citing works
Lubman, D. I., Allen, N. B., PETERS, L. A., & Deakin, J. F. W. (2008) · Journal of Psychopharmacology · doi:10.1177/0269881107083846 · Cited by 93 · see citing works
Self-citationvan de Laar, M. C., Licht, R., Franken, I. H. A., & Hendriks, V. M. (2004) · Psychopharmacology · doi:10.1007/s00213-004-1928-1 · Cited by 92 · see citing works
Psychiatric comorbidity in methadone maintained patients.
Mason, B., Kocsis, J., Melia, D., Khuri, E., Sweeney, J., Wells, A., Borg, L., Millman, R., & Kreek, M. (1998) · Journal of Addictive Diseases · doi:10.1300/j069v17n03_07 · Cited by 91 · see citing works
Event-related brain potentials as indicators of smoking cue-reactivity
Warren, C. A., & McDonough, B. E. (1999) · Clinical Neurophysiology · doi:10.1016/s1388-2457(99)00089-9 · Cited by 90 · see citing works
Stevens, A., Peschk, I., & Schwarz, J. (2007) · Addiction · doi:10.1111/j.1360-0443.2007.01823.x · Cited by 82 · see citing works
Event-Related Potentials and Cue-Reactivity in Alcoholism
Herrmann, M. J., Weijers, H. ‐., Wiesbeck, G. A., Aranda, D., Böning, J., & Fallgatter, A. J. (2000) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2000.tb01974.x · Cited by 81 · see citing works
Kenny, P. J., Polis, I. Y., Koob, G. F., & Markou, A. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02443.x · Cited by 80 · see citing works
Morphine differentially affects ventral tegmental and substantia nigra brain reward thresholds
Nazzaro, J. M., Seeger, T., & Gardner, E. L. (1981) · Pharmacology Biochemistry and Behavior · doi:10.1016/0091-3057(81)90398-1 · Cited by 78 · see citing works
Emotional modulation of the post‐auricular reflex
Benning, S. D., Patrick, C. J., & Lang, A. R. (2004) · Psychophysiology · doi:10.1111/j.1469-8986.00160.x · Cited by 78 · see citing works
Miller, N. S., Summers, G. L., & Gold, M. S. (1993) · Journal of Addictive Diseases · doi:10.1300/j069v12n01_03 · Cited by 67 · see citing works
Franken, I. H. A., Hulstijn, K. P., Stam, C. J., Hendriks, V. M., & van den Brink, W. (2004) · Journal of Psychopharmacology · doi:10.1177/0269881104047282 · Cited by 59 · see citing works
Electrophysiological evidence of the motivational salience of drug cues in opiate addiction
Lubman, D. I., Allen, N. B., Peters, L., & Deakin, J. F. W. (2007) · Psychological Medicine · doi:10.1017/s0033291707009932 · Cited by 56 · see citing works
Self-citationPsychiatric Disorders of Opioid Addicts Entering Treatment:
Abbott, P. J., Weller, S. B., & Walker, S. R. (1995) · Journal of Addictive Diseases · doi:10.1300/j069v13n03_01 · Cited by 50 · see citing works
Bloor, M., McIntosh, J., McKeganey, N., & Robertson, M. (2008) · Public Health · doi:10.1016/j.puhe.2008.01.007 · Cited by 14 · see citing works
Moderate- vs High-Dose Methadone in the Treatment of Opioid Dependence: A Randomized Trial
Strain, E. C., Bigelow, G. E., Liebson, I. A., & Stitzer, M. L. (1999) · JAMA · doi:10.1001/jama.281.11.1000 · Cited by 6 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The behavioral economics of substance use disorders: reinforcement pathologies and their repair
Bickel, W. K., Johnson, M. W., Koffarnus, M. N., MacKillop, J., & Murphy, J. G. (2014) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032813-153724 · Cited by 655 · see citing works
Garland, E. L., Manusov, E. G., Froeliger, B., Kelly, A., Williams, J. M., & Howard, M. O. (2014) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0035798 · Cited by 431 · see citing works
New findings on biological factors predicting addiction relapse vulnerability
Sinha, R. (2011) · Current Psychiatry Reports · doi:10.1007/s11920-011-0224-0 · Cited by 401 · see citing works
Craving's place in addiction theory: Contributions of the major models
Skinner, M. D., & Aubin, H.-J. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.11.024 · Cited by 372 · see citing works
The role of affective dysregulation in drug addiction
Cheetham, A., Allen, N. B., Yücel, M., & Lubman, D. I. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.04.005 · Cited by 308 · see citing works
Self-citationDichter, G. S., Damiano, C. A., & Allen, J. A. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-19 · Cited by 299 · see citing works
Garland, E. L., Froeliger, B., Zeidan, F., Partin, K., & Howard, M. O. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.08.006 · Cited by 277 · see citing works
The role of interoception in addiction: A critical review
Verdejo‐García, A., Clark, L., & Dunn, B. D. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.05.007 · Cited by 270 · see citing works
Emotion Regulation and Substance Use: A Meta-Analysis
Weiss, N. H., Kiefer, R., Goncharenko, S., Raudales, A. M., Forkus, S. R., Schick, M. R., & Contractor, A. A. (2022) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2021.109131 · Cited by 235 · see citing works
Yücel, M., Oldenhof, E., Ahmed, S. H., Belin, D., Billieux, J., Bowden‐Jones, H., Carter, A., Chamberlain, S. R., Clark, L., Connor, J. P., et al. (2018) · Addiction · doi:10.1111/add.14424 · Cited by 231 · see citing works
Self-citationGarland, E. L., Froeliger, B., & Howard, M. O. (2014) · Psychopharmacology · doi:10.1007/s00213-014-3504-7 · Cited by 216 · see citing works
Translational and reverse translational research on the role of stress in drug craving and relapse
Sinha, R., Shaham, Y., & Heilig, M. A. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2263-y · Cited by 208 · see citing works
Alfonso, J. P., Caracuel, A., Delgado-Pastor, L. C., & Verdejo-García, A. (2011) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2010.12.025 · Cited by 204 · see citing works
Dunning, J. P., Parvaz, M. A., Hajcak, G., Maloney, T., Nelly Alia-klein, A., Woicik, P. A., Telang, F., Wang, G., Volkow, N. D., & Goldstein, R. Z. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07663.x · Cited by 182 · see citing works
Lawn, W., Freeman, T. P., Pope, R. A., Joye, A., Harvey, L. A., Hindocha, C., Mokrysz, C., Moss, A., Wall, M. B., Bloomfield, M., et al. (2016) · Psychopharmacology · doi:10.1007/s00213-016-4383-x · Cited by 175 · see citing works
Chronic effects of cannabis use on the human reward system: An fMRI study
van Hell, H. H., Vink, M., Ossewaarde, L., Jager, G., Kahn, R. S., & Ramsey, N. F. (2010) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2009.11.010 · Cited by 175 · see citing works
Noninvasive brain stimulation treatments for addiction and major depression
Dunlop, K., Hanlon, C. A., & Downar, J. (2017) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12985 · Cited by 171 · see citing works
Garland, E. L., Froeliger, B., & Howard, M. O. (2015) · Journal of Behavioral Medicine · doi:10.1007/s10865-014-9607-0 · Cited by 136 · see citing works
21st century neurobehavioral theories of decision making in addiction: Review and evaluation
Bickel, W. K., Mellis, A. M., Snider, S. E., Athamneh, L. N., Stein, J. S., & Pope, D. A. (2018) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2017.09.009 · Cited by 134 · see citing works
White matter microstructure in opiate addiction
Bora, E., Yücel, M., Fornito, A., Pantelis, C., Harrison, B. J., Cocchi, L., Pell, G., & Lubman, D. I. (2012) · Addiction Biology · doi:10.1111/j.1369-1600.2010.00266.x · Cited by 130 · see citing works
Self-citationSchmidt, A., Borgwardt, S., Gerber, H., Wiesbeck, G. A., Schmid, O., Riecher‐Rössler, A., Smieskova, R., Lang, U. E., & Walter, M. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.10.019 · Cited by 126 · see citing works
Behavioral economic predictors of brief alcohol intervention outcomes.
Murphy, J. G., Dennhardt, A. A., Yurasek, A. M., Skidmore, J. R., Martens, M. P., MacKillop, J. M., & McDevitt‐Murphy, M. E. (2015) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000032 · Cited by 120 · see citing works
Wölfling, K., Mörsen, C. P., Duven, E., Albrecht, U., Grüsser, S. M., & Flor, H. (2011) · Biological Psychology · doi:10.1016/j.biopsycho.2011.03.010 · Cited by 119 · see citing works
Moeller, S. J., & Paulus, M. P. (2017) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2017.03.003 · Cited by 118 · see citing works
Gullo, M., Dawe, S., Kambouropoulos, N., Staiger, P., & Jackson, C. (2010) · Alcoholism: Clinical and Experimental Research · doi:10.1111/j.1530-0277.2010.01222.x · Cited by 118 · see citing works
Versace, F., Lam, C. Y., Engelmann, J. M., Robinson, J. D., Minnix, J. A., Brown, V., & Cinciripini, P. M. (2011) · Addiction Biology · doi:10.1111/j.1369-1600.2011.00372.x · Cited by 106 · see citing works
Huhn, A. S., Meyer, R. E., Harris, J., Ayaz, H., Deneke, E., Stankoski, D. M., & Bunce, S. C. (2015) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2015.12.004 · Cited by 100 · see citing works
Garland, E. L., Atchley, R., Hanley, A. W., Zubieta, J.-K., & Froeliger, B. (2019) · Science Advances · doi:10.1126/sciadv.aax1569 · Cited by 100 · see citing works
Measurement of substance-free reinforcement in addiction: A systematic review
Acuff, S. F., Dennhardt, A. A., Correia, C. J., & Murphy, J. G. (2019) · Clinical Psychology Review · doi:10.1016/j.cpr.2019.04.003 · Cited by 100 · see citing works
Hampton, W. H., Hanik, I. M., & Olson, I. R. (2019) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2019.02.005 · Cited by 95 · see citing works
Fatseas, M., Denis, C., Massida, Z., Verger, M., Franques-Rénéric, P., & Auriacombe, M. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.05.015 · Cited by 94 · see citing works
Psychophysiological prediction of choice: relevance to insight and drug addiction
Moeller, S. J., Hajcak, G., Parvaz, M. A., Dunning, J. P., Volkow, N. D., & Goldstein, R. Z. (2012) · Brain · doi:10.1093/brain/aws252 · Cited by 92 · see citing works
The role of executive control in human drug addiction
Hester, R., Lubman, D. I., & Yücel, M. (2010) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2009_28 · Cited by 83 · see citing works
Self-citationHogarth, L., & Field, M. (2020) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.112815 · Cited by 82 · see citing works
Garland, E. L., Bryan, C. J., Nakamura, Y., Froeliger, B., & Howard, M. O. (2016) · Psychopharmacology · doi:10.1007/s00213-016-4494-4 · Cited by 82 · see citing works
Recovery from addiction: Behavioral economics and value-based decision making.
Field, M., Heather, N., Murphy, J. G., Stafford, T., Tucker, J. A., & Witkiewitz, K. A. (2019) · Psychology of Addictive Behaviors · doi:10.1037/adb0000518 · Cited by 76 · see citing works
A dual process perspective on advances in cognitive science and alcohol use disorder
Lindgren, K. P., Hendershot, C. S., Ramirez, J. J., Bernat, E. M., Rangel‐Gomez, M., Peterson, K. P., & Murphy, J. G. (2018) · Clinical Psychology Review · doi:10.1016/j.cpr.2018.04.002 · Cited by 74 · see citing works
Garland, E. L. (2021) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2021.03.019 · Cited by 78 · see citing works
Mothers with substance addictions show reduced reward responses when viewing their own infant's face
Kim, S., Iyengar, U., Mayes, L. C., Potenza, M. N., Rutherford, H. J. V., & Strathearn, L. (2017) · Human Brain Mapping · doi:10.1002/hbm.23731 · Cited by 71 · see citing works
Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study
Liu, S., Wang, S., Zhang, M., Xu, Y., Shao, Z., Chen, L., Yang, W., Liu, J., & Yuan, K. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118169 · Cited by 71 · see citing works
Meshesha, L. Z., Pickover, A. M., Teeters, J. B., & Murphy, J. G. (2017) · The Psychological Record · doi:10.1007/s40732-017-0235-2 · Cited by 67 · see citing works
Hogarth, L., & Chase, H. W. (2012) · Experimental and Clinical Psychopharmacology · doi:10.1037/a0027203 · Cited by 67 · see citing works
Blunted Reward Sensitivity and Trait Disinhibition Interact to Predict Substance Use Problems
Joyner, K. J., Bowyer, C. B., Yancey, J. R., Venables, N. C., Foell, J., Worthy, D. A., Hajcak, G., Bartholow, B. D., & Patrick, C. J. (2019) · Clinical Psychological Science · doi:10.1177/2167702619838480 · Cited by 65 · see citing works
Zhornitsky, S., Rizkallah, É., Pampoulova, T., Chiasson, J., Stip, É., Rompré, P.-P., & Potvin, S. (2010) · Journal of Clinical Psychopharmacology · doi:10.1097/jcp.0b013e3181e7810a · Cited by 63 · see citing works
Effects of behavioural activation on substance use and depression: a systematic review
Martínez-Vispo, C., Martínez, Ú., López‐Durán, A., del Río, E. F., & Becoña, E. (2018) · Substance Abuse Treatment Prevention and Policy · doi:10.1186/s13011-018-0173-2 · Cited by 63 · see citing works
Murphy, A., Taylor, E., & Elliott, R. (2012) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2012.00101 · Cited by 60 · see citing works
Akerman, S. C., Brunette, M. F., Green, A. I., Goodman, D., Blunt, H. B., & Heil, S. H. (2014) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2014.12.002 · Cited by 56 · see citing works
Moreno-López, L., Stamatakis, E. A., Fernández-Serrano, M. J., Gómez-Río, M. M., Rodrı́guez-Fernández, A., Pérez-Garcı́a, M., & Verdejo‐García, A. (2012) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2012.01.006 · Cited by 54 · see citing works
Machulska, A., Zlomuzica, A., Adolph, D., Rinck, M., & Margraf, J. (2015) · PLoS ONE · doi:10.1371/journal.pone.0116464 · Cited by 53 · see citing works
Cameron, C. M., & Carelli, R. M. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2012.08024.x · Cited by 52 · see citing works
May, A. C., Stewart, J. L., Migliorini, R., Tapert, S. F., & Paulus, M. P. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.05.029 · Cited by 52 · see citing works
The Dopamine System in Mediating Alcohol Effects in Humans
Charlet, K., Beck, A., & Heinz, A. (2011) · Current topics in behavioral neurosciences · doi:10.1007/978-3-642-28720-6_130 · Cited by 51 · see citing works
Garland, E. L., Fix, S. T., Hudak, J., Bernat, E. M., Nakamura, Y., Hanley, A. W., Donaldson, G. W., Marchand, W. R., & Froeliger, B. (2021) · Psychological Medicine · doi:10.1017/s0033291721003834 · Cited by 51 · see citing works
Garland, E. L., Howard, M. O., Zubieta, J.-K., & Froeliger, B. (2017) · Psychotherapy and Psychosomatics · doi:10.1159/000453400 · Cited by 50 · see citing works
Choice to view cocaine images predicts concurrent and prospective drug use in cocaine addiction
Moeller, S. J., Beebe-Wang, N., Woicik, P. A., Konova, A. B., Maloney, T., & Goldstein, R. Z. (2012) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2012.11.001 · Cited by 48 · see citing works
Parvaz, M. A., Moeller, S. J., Malaker, P., Sinha, R., Nelly Alia-klein, A., & Goldstein, R. Z. (2017) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.150358 · Cited by 50 · see citing works
Moeller, S. J., Tomasi, D. G., Woicik, P. A., Maloney, T., Nelly Alia-klein, A., Honorio, J., Telang, F., Wang, G., Wang, R., Sinha, R., et al. (2012) · Addiction Biology · doi:10.1111/j.1369-1600.2012.00440.x · Cited by 49 · see citing works
Effects of amphetamine on reactivity to emotional stimuli
Wardle, M. C., & de Wit, H. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2498-7 · Cited by 48 · see citing works
Forging Neuroimaging Targets for Recovery in Opioid Use Disorder
Stewart, J. L., May, A. C., Aupperle, R. L., & Bodurka, J. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00117 · Cited by 48 · see citing works
Garland, E. L., Froeliger, B., & Howard, M. O. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.01.005 · Cited by 46 · see citing works
Deficits in Access to Reward Are Associated with College Student Alcohol Use Disorder
Joyner, K. J., Pickover, A. M., Soltis, K. E., Dennhardt, A. A., Martens, M. P., & Murphy, J. G. (2016) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.13255 · Cited by 45 · see citing works
Fox, T. P., Oliver, G. J., & Ellis, S. M. (2013) · ISRN Addiction · doi:10.1155/2013/450348 · Cited by 43 · see citing works
Implicit and explicit selective attention to smoking cues in smokers indexed by brain potentials
Littel, M., & Franken, I. H. A. (2010) · Journal of Psychopharmacology · doi:10.1177/0269881110379284 · Cited by 43 · see citing works
Meier, I. M., Eikemo, M., & Leknes, S. (2021) · Current Addiction Reports · doi:10.1007/s40429-021-00366-8 · Cited by 44 · see citing works
Brain reward region responsivity of adolescents with and without parental substance use disorders.
Stice, E. M., & Yokum, S. (2013) · Psychology of Addictive Behaviors · doi:10.1037/a0034460 · Cited by 40 · see citing works
Reward functioning in posttraumatic stress and substance use disorders
Vujanovic, A. A., Wardle, M. C., Smith, L. J., & Berenz, E. C. (2016) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2016.11.004 · Cited by 40 · see citing works
Response inhibition in problematic social network sites use: an ERP study
Moretta, T., & Buodo, G. (2021) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-021-00879-9 · Cited by 38 · see citing works
Functional imaging of emotion reactivity in opiate-dependent borderline personality disorder.
Smoski, M. J., Salsman, N. L., Wang, L., Smith, V. S., Lynch, T. R., Dager, S. R., LaBar, K. S., & Linehan, M. M. (2011) · Personality Disorders Theory Research and Treatment · doi:10.1037/a0022228 · Cited by 35 · see citing works
Opioid Modulation of Value-Based Decision-Making in Healthy Humans
Eikemo, M., Biele, G., Willoch, F., Thomsen, L., & Leknes, S. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2017.58 · Cited by 39 · see citing works
A mu-opioid feedback model of human social behavior
Meier, I. M., van Honk, J., Bos, P. A., & Terburg, D. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.12.013 · Cited by 36 · see citing works
Cassidy, C., Lepage, M., Harvey, P., & MALLA, A. K. (2012) · Schizophrenia Research · doi:10.1016/j.schres.2012.02.028 · Cited by 36 · see citing works
Platform, I., Murphy, A., Nestor, L. J., McGonigle, J., Paterson, L. M., Boyapati, V., Ersche, K. D., Flechais, R., Kuchibatla, S., Metastasio, A., et al. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2016.289 · Cited by 33 · see citing works
Platform, I., Murphy, A., Nestor, L. J., McGonigle, J., Paterson, L. M., Boyapati, V., Ersche, K. D., Flechais, R., Kuchibatla, S., Metastasio, A., et al. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2017.99 · Cited by 33 · see citing works
Decreased reward-related brain function prospectively predicts increased substance use.
Bart, C. P., Nusslock, R., Ng, T. H., Titone, M. K., Carroll, A., Damme, K. S. F., Young, C. B., Armstrong, C. C., Chein, J. M., & Alloy, L. B. (2021) · Journal of Abnormal Psychology · doi:10.1037/abn0000711 · Cited by 34 · see citing works
Neural Mechanisms Underlying Craving and the Regulation of Craving
Hedy Kober, A., & Mell, M. M. (2015) · Wiley eBooks · doi:10.1002/9781118472415.ch9 · Cited by 32 · see citing works
Swogger, M. T., Conner, K. R., Caine, E. D., Trabold, N., Parkhurst, M. N., Prothero, L. M., & Maisto, S. A. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000065 · Cited by 31 · see citing works
Motlagh, F., Ibrahim, F., Rashid, R. B. A., Seghatoleslam, T., & Habil, H. (2016) · Journal of Neuroscience Research · doi:10.1002/jnr.23988 · Cited by 31 · see citing works
Increased motivation to eat in opiate-withdrawn mice
Rouibi, K., & Contarino, A. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2612-x · Cited by 30 · see citing works
Buscemi, J., Murphy, J. G., Berlin, K. S., & Raynor, H. A. (2014) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0036376 · Cited by 29 · see citing works
Vuchinich, R. E., Tucker, J. A., Acuff, S. F., Reed, D. D., Buscemi, J., & Murphy, J. G. (2022) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.815 · Cited by 32 · see citing works
Sustained incentive value of heroin-related cues in short- and long-term abstinent heroin users
Preller, K. H., Wagner, M., Sulzbach, C., Hoenig, K., Neubauer, J., Franke, P. E., Petrovsky, N., Frommann, I., Rehme, A. K., & Quednow, B. B. (2012) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2012.11.007 · Cited by 29 · see citing works
Effect of craving induction on inhibitory control in opiate dependence
Verdejo‐García, A., Lubman, D. I., Schwerk, A. M. K., Roffel, K., Vilar‐López, R., MacKenzie, T., & Yücel, M. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2512-0 · Cited by 29 · see citing works
Self-citationThe CHRNA3 rs578776 Variant is Associated with an Intrinsic Reward Sensitivity Deficit in Smokers
Robinson, J. D., Versace, F., Lam, C. Y., Minnix, J. A., Engelmann, J. M., Cui, Y., Karam‐Hage, M., Shete, S. S., Tomlinson, G. E., Chen, T. T.-L., et al. (2013) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2013.00114 · Cited by 29 · see citing works
Tucker, J. A., Buscemi, J., Murphy, J. G., Reed, D. D., & Vuchinich, R. E. (2022) · Psychology of Addictive Behaviors · doi:10.1037/adb0000845 · Cited by 30 · see citing works
Neuroelectrophysiological approaches in heroin addiction research: A review of literatures
Motlagh, F., Ibrahim, F., Menke, J. M., Rashid, R. B. A., Seghatoleslam, T., & Habil, H. (2016) · Journal of Neuroscience Research · doi:10.1002/jnr.23703 · Cited by 28 · see citing works
Altered striatal reward processing in abstinent dependent cannabis users: Social context matters.
Zimmermann, K., Kendrick, K., Scheele, D., Dau, W., Banger, M., Maier, W., Weber, B., Ma, Y.-N., Hurlemann, R., & Becker, B. (2019) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2019.01.106 · Cited by 28 · see citing works
Bel‐Bahar, T., Khan, A. A., Shaik, R., & Parvaz, M. A. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.995534 · Cited by 28 · see citing works
Zhang, Y., Ou, H., Yuan, T., & Sun, J. (2021) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2021.10.008 · Cited by 28 · see citing works
Bunce, S. C., Harris, J., Bixler, E. O., Taylor, M., Muelly, E. R., Deneke, E., Thompson, K. W., & Meyer, R. E. (2014) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000087 · Cited by 27 · see citing works
Maldonado, R. J., Calvé, P., García‐Blanco, A., Domingo‐Rodriguez, L., Senabre, E., & Martín‐García, E. (2021) · Neuropharmacology · doi:10.1016/j.neuropharm.2021.108466 · Cited by 28 · see citing works
Lawn, W., Freeman, T. P., Hindocha, C., Mokrysz, C., Das, R., Morgan, C. J. A., & Curran, H. V. (2015) · Psychopharmacology · doi:10.1007/s00213-015-3883-4 · Cited by 25 · see citing works
The motivational salience of cigarette-related stimuli among former, never, and current smokers.
Robinson, J. D., Versace, F., Engelmann, J. M., Cui, Y., Slapin, A., Oum, R. E., & Cinciripini, P. M. (2014) · Experimental and Clinical Psychopharmacology · doi:10.1037/a0038467 · Cited by 25 · see citing works
Craving and illicit heroin use among patients in heroin-assisted treatment
Blanken, P., Hendriks, V. M., Koeter, M. W. J., van Ree, J. M., & van den Brink, W. (2011) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2011.06.025 · Cited by 23 · see citing works
Martins, J. S., Joyner, K. J., McCarthy, D. M., Morris, D. H., Patrick, C. J., & Bartholow, B. D. (2021) · Addiction Biology · doi:10.1111/adb.13118 · Cited by 22 · see citing works
Yang, L., Zhang, J., & Zhao, X. (2015) · The American Journal of Drug and Alcohol Abuse · doi:10.3109/00952990.2015.1020383 · Cited by 22 · see citing works
Su, B., Wang, S., Sumich, A. L., Li, S., Yang, L., Cai, Y., & Wang, G. (2017) · Psychopharmacology · doi:10.1007/s00213-017-4707-5 · Cited by 22 · see citing works
Garland, E. L., & Howard, M. O. (2018) · Journal of the Society for Social Work and Research · doi:10.1086/697685 · Cited by 22 · see citing works
Baker, A. K., & Garland, E. L. (2019) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000225 · Cited by 21 · see citing works
Murphy, J. G., Campbell, K. W., Joyner, K. J., Dennhardt, A. A., Martens, M. P., & Borsari, B. E. (2021) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.14681 · Cited by 21 · see citing works
Bouncing back: Brain rehabilitation amid opioid and stimulant epidemics
Stewart, J. L., May, A. C., & Paulus, M. P. (2019) · NeuroImage Clinical · doi:10.1016/j.nicl.2019.102068 · Cited by 23 · see citing works
- Authors
- Lubman, D. I., Yücel, M., Kettle, J. W. L., Scaffidi, A., MacKenzie, T., Simmons, J. G., & Allen, N. B.
- Affiliations
- Orygen (AU)
- The University of Melbourne (AU)
- Venue
- Archives of General Psychiatry
- Publisher
- American Medical Association (AMA)
- Published
- 2009-02-01
- Volume
- 66
- Issue
- 2
- Pages
- 205
- ISSN
- 0003-990X (ISSN-L)
- OpenAlex
- W2006014464
- Cited by
- 176
- References
- 55
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 2 · 2023: 8 · 2022: 7 · 2021: 15 · 2020: 9 · 2019: 11 · 2018: 11 · 2017: 11 · 2016: 9 · 2015: 13 · 2014: 18 · 2013: 12 · 2012: 13
- FWCI
- 5.51
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Archives of General Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- heroin addiction, opioid use disorder, drug cue reactivity, natural reward, hedonic response, anhedonia, P300, startle response, corrugator supercilii, facial electromyography, opioid substitution therapy, craving
- MeSH terms
- Adult, Affective Symptoms, Alcoholism, Arousal, Attention, Cerebral Cortex, Cues, Electromyography, Emotions, Female, Follow-Up Studies, Heroin Dependence, Humans, Male, Middle Aged, Motivation, Narcotics, Recurrence, Reward, Risk Factors, Reflex, Startle, Comorbidity, Event-Related Potentials, P300, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review