Processing abnormalities in monetary outcome evaluations among male individuals with opioid use disorder: evidence from feedback-related negativity

References

• Blum K, Braverman ER, Holder JM, Lubar JF, Monastra VJ, Miller D, Lubar JO, Chen TJH, Comings DE. The reward deficiency syndrome: a biogenetic model for the diagnosis and treatment of impulsive, addictive and compulsive behaviors. J Psychoact Drugs. 2000 Nov;32:1–112. doi:10.1080/02791072.2000.10736099.
   Web of Science ®Google Scholar
• Torregrossa MM, Corlett PR, Taylor JR. Aberrant learning and memory in addiction. Neurobiol Learn Mem. 2011;96:609–23. doi:10.1016/j.nlm.2011.02.014.
   PubMed Web of Science ®Google Scholar
• Volkow N. Role of dopamine, the frontal cortex and memory circuits in drug addiction: insight from imaging studies. Neurobiol Learn Mem. 2002;78:610–24. doi:10.1006/nlme.2002.4099.
   PubMed Web of Science ®Google Scholar
• Tolomeo S, Baldacchino A, Volkow ND, Steele JD. Protracted abstinence in males with an opioid use disorder: partial recovery of nucleus accumbens function. Transl Psychiatry. 2022 Feb 26;12. doi:10.1038/s41398-022-01813-4.
   Web of Science ®Google Scholar
• Higginbotham JA, Markovic T, Massaly N, Morón JA. Endogenous opioid systems alterations in pain and opioid use disorder. Front Syst Neurosci. 2022 Oct 19;16:10.3389/fnsys.2022.1014768.
   PubMed Web of Science ®Google Scholar
• Koob GF, Moal ML. Drug abuse: hedonic homeostatic dysregulation. Sci. 1997;278:52–58. doi:10.1126/science.278.5335.52.
   PubMed Web of Science ®Google Scholar
• Noël X, Brevers D, Bechara A. A neurocognitive approach to understanding the neurobiology of addiction. Curr Opin Neurobiol. 2013;23:632–38. doi:10.1016/j.conb.2013.01.018.
   PubMed Web of Science ®Google Scholar
• Robinson TE, Berridge KC. The psychology and neurobiology of addiction: an incentive–sensitization view. Addiction. 2000;95:91–117. doi:10.1046/j.1360-0443.95.8s2.19.x.
   PubMed Web of Science ®Google Scholar
• Robinson TE, Berridge KC. Incentive-sensitization and addiction. Addiction. 2001;96:103–14. doi:10.1046/j.1360-0443.2001.9611038.x.
   PubMed Web of Science ®Google Scholar
• Kosten T, George T. The neurobiology of opioid dependence: implications for treatment. Science & Pract Perspect. 2002 Jul;1:13–20. doi:10.1151/spp021113.
   PubMedGoogle Scholar
• Uhl GR, Koob GF, Cable J. The neurobiology of addiction. AAnn N Y Acad Sci. 2019 Jan 15;1451:5–28. doi:10.1111/nyas.13989.
   PubMed Web of Science ®Google Scholar
• Volkow ND, Michaelides M, Baler R. The neuroscience of drug reward and addiction. Physiol Rev. 2019 Oct 1;99:2115–40. doi:10.1152/physrev.00014.2018.
   PubMed Web of Science ®Google Scholar
• Robinson T. 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
• Fridberg DJ, Queller S, Ahn W-Y, Kim W, Bishara AJ, Busemeyer JR, Porrino L, Stout JC. Cognitive mechanisms underlying risky decision-making in chronic cannabis users. J Math Psychol. 2010 Feb;54:28–38. doi:10.1016/j.jmp.2009.10.002.
   PubMed Web of Science ®Google Scholar
• Chase HW, Eickhoff SB, Laird AR, Hogarth L. The neural basis of drug stimulus processing and craving: an activation likelihood estimation meta-analysis. Biol Psychiatry. 2011;70:785–93. doi:10.1016/j.biopsych.2011.05.025.
   PubMed Web of Science ®Google Scholar
• Goldstein RZ, Volkow ND. Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat Rev Neurosci. 2011;12:652–69. doi:10.1038/nrn3119.
   PubMed Web of Science ®Google Scholar
• Kühn S, Gallinat J. Common biology of craving across legal and illegal drugs - a quantitative meta-analysis of cue-reactivity brain response. Eur J Neurosci. 2011;33:1318–26. doi:10.1111/j.1460-9568.2010.07590.x.
   PubMed Web of Science ®Google Scholar
• Volkow ND, Wang GJ, Fowler JS, Tomasi D, Telang F, Baler R. Addiction: decreased reward sensitivity and increased expectation sensitivity conspire to overwhelm the brain’s control circuit. BioEssays. 2010;32:748–55. doi:10.1002/bies.201000042.
   PubMed Web of Science ®Google Scholar
• Goldstein RZ, Tomasi D, Alia-Klein N, Cottone LA, Zhang L, Telang F, Volkow ND. Subjective sensitivity to monetary gradients is associated with frontolimbic activation to reward in cocaine abusers. Drug Alcohol Depend. 2007;87:233–40. doi:10.1016/j.drugalcdep.2006.08.022.
   PubMed Web of Science ®Google Scholar
• Goldstein RZ, Parvaz MA, Maloney T, Alia-Klein N, Woicik PA, Telang F, Wang G-J, Volkow ND. Compromised sensitivity to monetary reward in current cocaine users: an ERP study. Psychophysiology. 2008;45:705–13. doi:10.1111/j.1469-8986.2008.00670.x.
   PubMed Web of Science ®Google Scholar
• Nestor L, Hester R, Garavan H. Increased ventral striatal BOLD activity during non-drug reward anticipation in cannabis users. Neuroimage. 2010;49:1133–43. doi:10.1016/j.neuroimage.2009.07.022.
   PubMed Web of Science ®Google Scholar
• Redish AD, Jensen S, Johnson A. A unified framework for addiction: vulnerabilities in the decision process. Behav Brain Sci. 2008;31:415–37. doi:10.1017/S0140525X0800472X.
   PubMed Web of Science ®Google Scholar
• Garland EL, Fix ST, Hudak JP, Bernat EM, Nakamura Y, Hanley AW, Donaldson, G W., Marchand, W R., Froeliger, B. Mindfulness-oriented recovery enhancement remediates anhedonia in chronic opioid use by enhancing neurophysiological responses during savoring of natural rewards. Psychol Med. 2021 Oct 14;53:2085–94. doi:10.1017/s003329172100383.
   PubMed Web of Science ®Google Scholar
• Schwarz JM, Bilbo SD. Adolescent morphine exposure affects long-term microglial function and later-life relapse liability in a Model of addiction. J Neurosci. 2013 Jan 16;33:961–71. doi:10.1523/jneurosci.2516-12.2013.
   PubMed Web of Science ®Google Scholar
• Oberg SAK, Christie GJ, Tata MS. Problem gamblers exhibit reward hypersensitivity in medial frontal cortex during gambling. Neuropsychologia. 2011;49:3768–75. doi:10.1016/j.neuropsychologia.2011.09.037.
   PubMed Web of Science ®Google Scholar
• Balconi M, Venturella I, Finocchiaro R. Evidences from rewarding system, FRN and P300 effect in internet-addiction in young people. Brain Sci. 2017;7:81. doi:10.3390/brainsci7070081.
   PubMed Web of Science ®Google Scholar
• Torres A, Catena A, Cándido A, Maldonado A, Megías A, Perales JC. Cocaine dependent individuals and gamblers present different associative learning anomalies in feedback-driven decision making: a behavioral and ERP study. Front Psychol. 2013;4. doi:10.3389/fpsyg.2013.00122.
   PubMed Web of Science ®Google Scholar
• Glazer JE, Kelley NJ, Pornpattananangkul N, Mittal VA, Nusslock R. Beyond the FRN: broadening the time-course of EEG and ERP components implicated in reward processing. Int J Psychophysiol. 2018;132:184–202. doi:10.1016/j.ijpsycho.2018.02.002.
   PubMed Web of Science ®Google Scholar
• Holroyd CB, Coles MGH. The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol Rev. 2002;109:679–709. doi:10.1037/0033-295X.109.4.679.
   PubMed Web of Science ®Google Scholar
• Crowley MJ, Wu J, Hommer RE, South M, Molfese PJ, Fearon RMP, Mayes LC. A developmental study of the feedback-related negativity from 10–17 years: age and sex effects for reward versus non-reward. Dev Neuropsychol. 2013 Nov;38:595–612. doi:10.1080/87565641.2012.694512.
   PubMed Web of Science ®Google Scholar
• Talmi D, Atkinson R, El-Deredy W. The feedback-related negativity signals salience prediction errors, not reward prediction errors. J Neurosci. 2013;33:8264–69. doi:10.1523/jneurosci.5695-12.2013.
   PubMed Web of Science ®Google Scholar
• Threadgill AH, Gable PA. Revenge is sweet: investigation of the effects of approach-motivated anger on the RewP in the Motivated Anger Delay (MAD) paradigm. Hum Brain Mapp. 2020;41:5032–56. doi:10.1002/hbm.25177.
   PubMed Web of Science ®Google Scholar
• Balconi M, Crivelli D. Veridical and false feedback sensitivity and punishment-reward system (BIS/BAS): ERP amplitude and theta frequency band analysis. Clin Neurophysiol. 2010;121:1502–10. doi:10.1016/j.clinph.2010.03.015.
   PubMed Web of Science ®Google Scholar
• Gu R, Lei Z, Broster L, Wu T, Jiang Y, Luo Y, et al. Beyond valence and magnitude: a flexible evaluative coding system in the brain. Neuropsychologia. 2011;49:3891–97. doi:10.1016/j.neuropsychologia.2011.10.006.
   PubMed Web of Science ®Google Scholar
• Holroyd CB, Krigolson OE. Reward prediction error signals associated with a modified time estimation task. Psychophysiology. 2007;44:913–17. doi:10.1111/j.1469-8986.2007.00561.x.
   PubMed Web of Science ®Google Scholar
• Wang Y, Kuhlman DM, Roberts K, Yuan B, Zhang Z, Zhang W, Simons RF. Social value orientation modulates the FRN and P300 in the chicken game. Biol Psychol. 2017;127:89–98. doi:10.1016/j.biopsycho.2017.04.012.
   PubMed Web of Science ®Google Scholar
• Hajcak G, Moser JS, Holroyd CB, Simons RF. The feedback-related negativity reflects the binary evaluation of good versus bad outcomes. Biol Psychol. 2006;71:148–54. doi:10.1016/j.biopsycho.2005.04.001.
   PubMed Web of Science ®Google Scholar
• Zhong N, Chen T, Zhu Y, Su H, Ruan X, Li X, Tan H, Jiang H, Du J, Zhao M, et al. Smaller Feedback-Related Negativity (FRN) reflects the risky decision-making deficits of methamphetamine dependent individuals. Front Psychiatry. 2020;11:11.
   PubMed Web of Science ®Google Scholar
• Nelson LD, Patrick CJ, Collins P, Lang AR, Bernat EM. Alcohol impairs brain reactivity to explicit loss feedback. Psychopharmacology. 2011;218:419–28. doi:10.1007/s00213-011-2323-3.
   PubMed Web of Science ®Google Scholar
• Bjork JM, Smith AR, Chen G, Hommer DW. Adolescents, adults and rewards: comparing motivational neurocircuitry recruitment using fMRI. PLoS One. 2010;5:e11440. doi:10.1371/journal.pone.0011440.
   PubMed Web of Science ®Google Scholar
• Oldham S, Murawski C, Fornito A, Youssef G, Yücel M, Lorenzetti V. The anticipation and outcome phases of reward and loss processing: a neuroimaging meta‐analysis of the monetary incentive delay task. Hum Brain Mapp. 2018;39:3398–418. doi:10.1002/hbm.24184.
   PubMed Web of Science ®Google Scholar
• Peters J, Bromberg U, Schneider S, Brassen S, Menz M, Banaschewski T, Conrod PJ, Flor H, Gallinat J, Garavan H, et al. Lower ventral striatal activation during reward anticipation in adolescent smokers. Am J Psychiatry. 2011;168:540–49. doi:10.1176/appi.ajp.2010.10071024.
   PubMed Web of Science ®Google Scholar
• Yip SW, DeVito EE, Kober H, Worhunsky PD, Carroll KM, Potenza MN. Pretreatment measures of brain structure and reward-processing brain function in cannabis dependence: an exploratory study of relationships with abstinence during behavioral treatment. Drug Alcohol Depend. 2014;140:33–41. doi:10.1016/j.drugalcdep.2014.03.031.
   PubMed Web of Science ®Google Scholar
• Parvaz MA, Maloney T, Moeller SJ, Woicik PA, Alia-Klein N, Telang F, Wang G-J, Squires NK, Volkow ND, Goldstein RZ, et al. Sensitivity to monetary reward is most severely compromised in recently abstaining cocaine addicted individuals: a cross-sectional ERP study. Psychiatry Research: Neuroimaging. 2012;203:75–82. doi:10.1016/j.pscychresns.2012.01.001.
   PubMed Web of Science ®Google Scholar
• Dong G, Huang J, Du X. Enhanced reward sensitivity and decreased loss sensitivity in internet addicts: an fMRI study during a guessing task. J Psychiatr Res. 2011;45:1525–29. doi:10.1016/j.jpsychires.2011.06.017.
   PubMed Web of Science ®Google Scholar
• Genauck A, Quester S, Wüstenberg T, Mörsen C, Heinz A, Romanczuk-Seiferth N. Reduced loss aversion in pathological gambling and alcohol dependence is associated with differential alterations in amygdala and prefrontal functioning. Sci Rep. 2017;7. doi:10.1038/s41598-017-16433-y.
   PubMed Web of Science ®Google Scholar
• Bell CC. DSM-IV: diagnostic and statistical manual of mental disorders. JAMA. 1994;272:828–29. doi:10.1001/jama.1994.03520100096046.
   Google Scholar
• Novak KD, Foti D. Teasing apart the anticipatory and consummatory processing of monetary incentives: an event-related potential study of reward dynamics. Psychophysiology. 2015;52:1470–82. doi:10.1111/psyp.12504.
   PubMed Web of Science ®Google Scholar
• Yang L, Zhang Y, Zhang J, Li N, Chen Z. Altered neural processing of social reward in male heroin abstainers. Int J Psychophysiol. 2022;176:142–48. doi:10.1016/j.ijpsycho.2022.04.005.
   PubMed Web of Science ®Google Scholar
• Beck AT, Steer RA, Ball R, Ranieri WF. Comparison of beck depression inventories-IA and-II in psychiatric outpatients. J Pers Assess. 1996 Dec;67:588–97. doi:10.1207/s15327752jpa6703_13.
   PubMed Web of Science ®Google Scholar
• Beck AT, Epstein N, Brown G, Steer R. Beck anxiety inventory. J Consult Clin Psych. 1993. doi:10.1037/t02025-000.
   Google Scholar
• Mouraux A, Iannetti GD. Across-trial averaging of event-related EEG responses and beyond. Magn Reson Imaging. 2008;26:1041–54. doi:10.1016/j.mri.2008.01.011.
   PubMed Web of Science ®Google Scholar
• Stavropoulos KKM, Carver LJ. Reward anticipation and processing of social versus nonsocial stimuli in children with and without autism spectrum disorders. J Child Psychol Psychiatry. 2014;55:1398–408. doi:10.1111/jcpp.12270.
   PubMed Web of Science ®Google Scholar
• Gao M, Yang X, Zhang L, Ma Q. More negative FRN from stopping searches too late than too early: an ERP study. Front Neurosci. 2021 Sep 6;15:10.3389/fnins.2021.705000.
   Web of Science ®Google Scholar
• Gehring WJ, Willoughby AR. The Medial frontal cortex and the rapid processing of monetary gains and losses. Sci. 2002 Mar 22;295:2279–82. doi:10.1126/science.1066893.
   PubMed Web of Science ®Google Scholar
• San Martín R. Event-related potential studies of outcome processing and feedback-guided learning. Front Hum Neurosci. 2012;6. doi:10.3389/fnhum.2012.00304. 6
   PubMed Web of Science ®Google Scholar
• Whitton AE, Treadway MT, Pizzagalli DA. Reward processing dysfunction in major depression, bipolar disorder and schizophrenia. Curr Opin Psychiatry. 2015 Jan;28:7–12. doi:10.1097/YCO.0000000000000122.
   PubMed Web of Science ®Google Scholar
• Kamarajan C, Rangaswamy M, Tang Y, Chorlian DB, Pandey AK, Roopesh BN, Manz N, Saunders R, Stimus AT, Porjesz B, et al. Dysfunctional reward processing in male alcoholics: an ERP study during a gambling task. J Psychiatr Res. 2010;44:576–90. doi:10.1016/j.jpsychires.2009.11.019.
   PubMed Web of Science ®Google Scholar
• Yau YHC, Potenza MN, Mayes LC, Crowley MJ. Blunted feedback processing during risk-taking in adolescents with features of problematic Internet use. Addict Behav. 2015;45:156–63. doi:10.1016/j.addbeh.2015.01.008.
   PubMed Web of Science ®Google Scholar
• Ulrich N, Hewig J. Electrophysiological correlates of near outcome and outcome sequence processing in problem gamblers and controls. Int J Psychophysiol. 2018;132:379–92. doi:10.1016/j.ijpsycho.2017.10.011.
   PubMed Web of Science ®Google Scholar
• Lole L, Gonsalvez CJ, Barry RJ. Reward and punishment hyposensitivity in problem gamblers: a study of event-related potentials using a principal components analysis. Clin Neurophysiol. 2015;126:1295–309. doi:10.1016/j.clinph.2014.10.011.
   PubMed Web of Science ®Google Scholar
• Ma N, Liu Y, Li N, Wang CX, Zhang H, Jiang XF, Xu H-S, Fu X-M, Hu X, Zhang D-R, et al. Addiction related alteration in resting-state brain connectivity. Neuroimage. 2010;49:738–44. doi:10.1016/j.neuroimage.2009.08.037.
   PubMed Web of Science ®Google Scholar
• Anderson BA, Faulkner ML, Rilee JJ, Yantis S, Marvel CL. Attentional bias for nondrug reward is magnified in addiction. Exp Clin Psychopharmacol. 2013;21:499–506. doi:10.1037/a0034575.
   PubMed Web of Science ®Google Scholar
• Myers CE, Sheynin J, Balsdon T, Luzardo A, Beck KD, Hogarth L, Haber P, Moustafa AA. Probabilistic reward- and punishment-based learning in opioid addiction: Experimental and computational data. Behav Brain Res. 2016 Jan;296:240–48. doi:10.1016/j.bbr.2015.09.018.
   PubMed Web of Science ®Google Scholar
• Ang L, Zhang J, Zhao X. Implicit processing of heroin and emotional cues in abstinent heroin users: early and late event-related potential effects. Am J Drug Alcohol Abuse. 2015 Apr 13;41:237–45. doi:10.3109/00952990.2015.1020383.
   PubMed Web of Science ®Google Scholar
• Alam MZ, Bakhshi S, Jafari S, Ekhtiari H, Moradi A. The impact of hydrochloride heroin on mental flexibility, abstract reasoning, impulsivity, and attention. Basic Clin Neurosci. 2011;2:27–32.
   Google Scholar
• Yang L, Xu Q, Li S, Zhao X, Ma L, Zheng Y, Zhang J, Li Y. The effects of methadone maintenance treatment on heroin addicts with response inhibition function impairments: evidence from event-related potentials. J Food Drug Anal. 2015 Jun;23:260–66. doi:10.1016/j.jfda.2014.06.002.
   PubMed Web of Science ®Google Scholar
• Marhe R, Franken I. Error-related brain activity as a biomarker for cocaine relapse. Neuropsychopharmacology. 2013 Dec 9;39:241–241. doi:10.1038/npp.2013.245.
   Web of Science ®Google Scholar
• Buzzell GA, Fedota JR, Roberts DM, McDonald CG. The N2 ERP component as an index of impaired cognitive control in smokers. Neurosci Lett. 2014 Mar;563:61–65. doi:10.1016/j.neulet.2014.01.030.
   PubMed Web of Science ®Google Scholar
• Zhang Y, Ou H, Yuan T-F, Sun J. Electrophysiological indexes for impaired response inhibition and salience attribution in substance (stimulants and depressants) use disorders: a meta-analysis. Int J Psychophysiol. 2021 Dec;170:133–55. doi:10.1016/j.ijpsycho.2021.10.008.
   PubMed Web of Science ®Google Scholar
• Field M, W Cox. Attentional bias in addictive behaviors: a review of its development, causes, and consequences. Drug Alcohol Depend. 2008 Sep 1;97:1–20. doi:10.1016/j.drugalcdep.2008.03.030.
   PubMed Web of Science ®Google Scholar
• Wit H. Impulsivity as a determinant and consequence of drug use: a review of underlying processes. Addict Biol. 2008;14:22–31. doi:10.1111/j.1369-1600.2008.00129.x.
   PubMed Web of Science ®Google Scholar
• Baker TE, Stockwell T, Barnes G, Holroyd CB. Individual differences in substance dependence: at the intersection of brain, behaviour and cognition. Addict Biol. 2016;16:458–66. doi:10.1111/j.1369-1600.2010.00243.x.
   Google Scholar
• Bolla K, Ernst M, Kiehl K, Mouratidis M, Eldreth D, Contoreggi C, Matochik J, Kurian V, Cadet J, Kimes A, et al. Prefrontal cortical dysfunction in abstinent cocaine abusers. J Neuropsychiatry Clin Neurosci. 2004;16:456–64. doi:10.1176/jnp.16.4.456.
   PubMed Web of Science ®Google Scholar
• Fishbein DH, Eldreth DL, Hyde C, Matochik JA, London ED, Contoreggi C, Kurian V, Kimes AS, Breeden A, Grant S, et al. Risky decision making and the anterior cingulate cortex in abstinent drug abusers and nonusers. Cognit Brain Res. 2005;23:119–36. doi:10.1016/j.cogbrainres.2004.12.010.
   PubMedGoogle Scholar
• Fisher LR, Bailey AJ, Mayer HM, Finn PR. Slower rates of learning to inhibit behavior in alcohol use disorder. Psychol Addict Behav. 2022 Feb;36:39–43. doi:10.1037/adb0000599.
   PubMed Web of Science ®Google Scholar
• Verdejo-Garcia A, Chong T-J, Stout JC, Yücel M, London ED. Stages of dysfunctional decision-making in addiction. Pharmacol Biochem Behav. 2018;164:99–105. doi:10.1016/j.pbb.2017.02.003.
   PubMed Web of Science ®Google Scholar
• Dhingra I, Zhang S, Zhornitsky S, Wang W, Le TM, Li CSR. Sex differences in neural responses to reward and the influences of individual reward and punishment sensitivity. BMC Neurosci. 2021;22. doi:10.1186/s12868-021-00618-3.
   PubMed Web of Science ®Google Scholar
• Spreckelmeyer KN, Krach S, Kohls G, Rademacher L, Irmak A, Konrad K, Kircher T, Gründer G. Anticipation of monetary and social reward differently activates mesolimbic brain structures in men and women. Soc Cogn Affect Neurosci. 2009;4:158–65. doi:10.1093/scan/nsn051.
   PubMed Web of Science ®Google Scholar