addiction; cue reactivity; fMRI; gambling disorder; gambling‐related harm; reward availability, reward blocking; sports betting; Brain/diagnostic imaging; Emotions; Humans; Magnetic Resonance Imaging; Gambling/diagnostic imaging; Sports; Brain; Gambling; Medicine (miscellaneous); Pharmacology; Psychiatry and Mental Health; gambling‐; related harm; reward availability; reward blocking
Abstract :
[en] The unprecedented development and ubiquity of sports betting constitute an emerging public health concern. It is crucial to provide markers that could help to better identify people experiencing sports betting-related harms. The current study investigated whether problem gambling status, sports betting passion, and trait-self-control modulate brain reactivity to sports betting cues. Sixty-five frequent sports bettors (35 "nonproblem bettors" and 30 "problem bettors") were exposed to cues representing real upcoming sport events (with varying levels of winning confidence) that were made available or blocked for betting, during functional magnetic resonance imaging (fMRI) recording. Sports betting passion and trait-self-control were assessed using self-report scales. Sport events nonavailable for betting elicited higher insular and striatal activation in problem bettors, as compared with nonproblem bettors. Within a large cluster encompassing the ventral striatum, hippocampus, and amygdala, lower trait-self-control was associated with increased brain reactivity to sport events with high levels of winning confidence that were nonavailable for betting. No significant effect of sports betting passion was observed. These findings suggest that sports bettors' brain reactivity to gambling unavailability might be a relevant marker of sports betting-related harms, as well as of blunted trait-self-control.
Disciplines :
Neurosciences & behavior
Author, co-author :
BREVERS, Damien ✱; University of Luxembourg > Faculty of Humanities, Education and Social Sciences > Department of Behavioural and Cognitive Sciences > Team Claus VÖGELE
Baeken, Chris ; Department of Psychiatry University Hospital, UZ Brussel, Brussels, Belgium ; Ghent Experimental Psychiatry (GHEP) Lab, Department of Head and Skin, Ghent University Hospital, Ghent University, Ghent, Belgium ; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
Bechara, Antoine; Department of Psychology, University of Southern California, Los Angeles, California, USA
He, Qinghua ; Faculty of Psychology, Southwest University, Chongqing, China
Maurage, Pierre ; Louvain for Experimental Psychopathology Research Group (LEP), Psychological Sciences Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
Petieau, Mathieu; Laboratory of Neurophysiology and Movement Biomechanics, Faculty of Motor Sciences, Erasme Campus, Université Libre de Bruxelles, Brussels, Belgium
Sescousse, Guillaume ; Lyon Neuroscience Research Center-INSERM U1028-CNRS UMR5292, PSYR2 Team, University of Lyon, Lyon, France
Billieux, Joël ; Institute of Psychology, University of Lausanne, Lausanne, Switzerland ; Centre for Excessive Gambling, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
✱ These authors have contributed equally to this work.
External co-authors :
yes
Language :
English
Title :
Increased brain reactivity to gambling unavailability as a marker of problem gambling.
R-AGR-3548 - C18/BM/12552025 BETHAB - part UL - VÖGELE Claus
Funders :
Fonds National de la Recherche Luxembourg
Funding text :
D.B. is supported by the Luxembourg National Research Fund (FNR); CORE—Junior Track (BETHAB). P.M. (Senior Research Associate) is funded by the Belgian Fund for Scientific Research (F.R.S.—FNRS, Brussels, Belgium). C.B. was supported by the “Bijzonder Onderzoeksfonds” (grant number BOF 16/GOA/017), and the “Rode Neuzen” funding for scientific research (grant number G0F4617N).
Pitt H, Thomas SL, Bestman A, Daub M, Derevensky J. What do children observe and learn from televised sports betting advertisements? A qualitative study among Australian children. Aust N Z J Public Health. 2017;41(6):604-610.
Sharman S, Ferreira CA, Newall PWS. Exposure to gambling and alcohol marketing in soccer matchday programmes. J Gambl Stud. 2019;36(3):979-988. https://doi.org/10.1007/s10899-019-09912-6
Newall PWS, Thobhani A, Walasek L, Meyer C. Live-odds gambling advertising and consumer protection. PLoS ONE. 2019;14(6):e0216876.
Thomas SL, Bestman A, Pitt H, et al. Young people's awareness of the timing and placement of gambling advertising on traditional and social media platforms: a study of 11-16-year-olds in Australia. Harm Reduct J. 2018;15(1):51.
Brevers D, Herremans SC, He Q, et al. Facing temptation: the neural correlates of gambling availability during sports picture exposure. Cogn Affect Behav Neurosci. 2018;18(4):718-729.
Brevers D, Sescousse G, Maurage P, Billieux J. Examining neural reactivity to gambling cues in the age of online betting. Curr Behav Neurosci Rep. 2019;6(3):59-71.
Sescousse G, Barbalat G, Domenech P, Dreher JC. Imbalance in the sensitivity to different types of rewards in pathological gambling. Brain. 2013;136(Pt 8):2527-2538.
van Holst RJ, Veltman DJ, Büchel C, van den Brink W, Goudriaan AE. Distorted expectancy coding in problem gambling: is the addictive in the anticipation? Biol Psychiatry. 2012;71(8):741-748.
Balodis IM, Kober H, Worhunsky PD, Stevens MC, Pearlson GD, Potenza MN. Diminished frontostriatal activity during processing of monetary rewards and losses in pathological gambling. Biol Psychiatry. 2012;71(8):749-757.
Crockford DN, Goodyear B, Edwards J, Quickfall J, el-Guebaly N. Cue-induced brain activity in pathological gamblers. Biol Psychiatry. 2005;58(10):787-795.
Goudriaan AE, de Ruiter MB, van den Brink W, Oosterlaan J, Veltman J. Brain activation patterns associated with cue reactivity and craving in abstinent problem gamblers, heavy smokers and non-problem controls: an fMRI study. Addict Biol. 2010;15(4):491-503.
Kober H, Lacadie CM, Wexler BE, Malison RT, Sinha R, Potenza MN. Brain Activity During Cocaine Craving and Gambling Urges: An fMRI Study. Neuropsychopharmacology. 2016;41(2):628-637.
Limbrick-Oldfield EH, Mick I, Cocks RE, et al. Neural substrates of cue reactivity and craving in gambling disorder. Transl Psychiatry. 2017;7(1):e992.
Potenza MN, Steinberg MA, Skudlarski P, et al. Gambling urges in pathological gambling: a functional magnetic resonance imaging study. Arch Gen Psychiatry. 2003;60(8):828-836.
Potenza MN. Review. The neurobiology of pathological gambling and drug addiction: an overview and new findings. Philos Trans R Soc Lond B Biol Sci. 2008;363(1507):3181-3189.
van Holst RJ, van Holstein M, van den Brink W, Veltman DJ, Goudriaan AE. Response inhibition during cue reactivity in problem gamblers: an fMRI study. PLoS ONE. 2012;7(3):e30909.
George O, Koob GF. Individual differences in the neuropsychopathology of addiction. Dialogues Clin Neurosci. 2017;19(3):217-229.
Jasinska AJ, Stein EA, Kaiser J, Naumer MJ, Yalachkov Y. Factors modulating neural reactivity to drug cues in addiction: a survey of human neuroimaging studies. Neurosci Biobehav Rev. 2014;38:1-16.
Ihssen N, Cox WM, Wiggett A, Fadardi JS, Linden DEJ. Differentiating heavy from light drinkers by neural responses to visual alcohol cues and other motivational stimuli. Cereb Cortex. 2011;21(6):1408-1415.
Wilson SJ, Sayette MA, Fiez JA. Prefrontal responses to drug cues: a neurocognitive analysis. Nat Neurosci. 2004;7(3):211-214.
Yalachkov Y, Kaiser J, Naumer MJ. Functional neuroimaging studies in addiction: multisensory drug stimuli and neural cue reactivity. Neurosci Biobehav Rev. 2012;36(2):825-835.
Bierzynska M, Bielecki M, Marchewka A, et al. Effect of frustration on brain activation pattern in subjects with different temperament. Front Psychol. 2015;6:1989.
Yu R, Mobbs D, Seymour B, Rowe JB, Calder AJ. The neural signature of escalating frustration in humans. Cortex. 2014;54:165-178.
Weiss NH, Sullivan TP, Tull MT. Explicating the role of emotion dysregulation in risky behaviors: a review and synthesis of the literature with directions for future research and clinical practice. Curr Opin Psychol. 2015;3:22-29.
Xue G, Lu Z, Levin IP, Bechara A. The impact of prior risk experiences on subsequent risky decision-making: the role of the insula. Neuroimage. 2010;50(2):709-716.
Shapiro AD, Grafton ST. Subjective value then confidence in human ventromedial prefrontal cortex. PLoS ONE. 2020;15(2):e0225617.
Lebreton M, Abitbol R, Daunizeau J, Pessiglione M. Automatic integration of confidence in the brain valuation signal. Nat Neurosci. 2015;18(8):1159-1167.
Rousseau FL, Vallerand RJ, Ratelle CF, Mageau GA, Provencher PJ. Passion and gambling: on the validation of the Gambling Passion Scale (GPS). J Gambl Stud. 2002;18:45–66.
Duarte IC, Afonso S, Jorge H, Cayolla R, Ferreira C, Castelo-Branco M. Tribal love: the neural correlates of passionate engagement in football fans. Soc Cogn Affect Neurosci. 2017;12(5):718-728.
Duckworth AL, Seligman MEP. The science and practice of self-control. Perspect Psychol Sci. 2017;12(5):715-718.
Fujita K. On conceptualizing self-control as more than the effortful inhibition of impulses. Pers Soc Psychol Rev. 2011;15(4):352-366.
Baumeister RF, Bratslavsky E, Muraven M, Tice DM. Ego depletion: is the active self a limited resource? J Pers Soc Psychol. 1998;74(5):1252-1265.
Brevers D, Turel O. Strategies for self-controlling social media use: Classification and role in preventing social media addiction symptoms. J Behav Addict. 2019;8(3):554-563.
de Ridder DTD, Lensvelt-Mulders G, Finkenauer C, Stok FM, Baumeister RF. Taking stock of self-control: a meta-analysis of how trait self-control relates to a wide range of behaviors. Pers Soc Psychol Rev. 2012;16(1):76-99.
Hagger MS, Chatzisarantis NLD, Alberts H, et al. A Multilab preregistered replication of the ego-depletion effect. Perspect Psychol Sci. 2016;11(4):546-573.
Ferris J, Wynne H. The Canadian Problem Gambling Index: Final report. Ottawa, ON: Canadian Centre on Substance Abuse; 2011.
Walker M, Blaszczynski A. Clinical assessment of problem gamblers identified using the Canadian Problem Gambling Index. Independent Gambling Authority: Adelaide; 2011.
Vallerand RJ, Blanchard C, Mageau GA, et al. Les passions de l'âme: on obsessive and harmonious passion. J Pers Soc Psychol. 2003;85(4):756-767.
Tangney JP, Baumeister RF, Boone AL. High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. J Pers. 2004;72(2):271-324.
Brevers D, Foucart J, Verbanck P, Turel O. Examination of the validity and reliability of the French version of the Brief Self-Control Scale. Can J Behav Sci. 2017;49(4):243-250.
Saunders JB, Aasland OG, Babor TF, de la Fuente JR, Grant M. Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption--II. Addiction. 1993;88(6):791-804.
Jenkinson M, Bannister P, Brady M, Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage. 17(2):825-841.
Jenkinson M. (2003): A fast, automated, n-dimensional phase unwrapping algorithm. Magn Reson Med. 2002;49:193-197.
Jenkinson M. Improving the registration of B0-disorted EPI images using calculated cost function weights. Paper presented at Tenth International Conference on Functional Mapping of the Human Brain, Budapest, Hungary; 2004.
Jenkinson M, Smith S. A global optimisation method for robust affine registration of brain images. Med Image Anal. 2001;5(2):143-156.
Andersson JLR, Jenkinson M, Smith S. Non-linear optimisation (FMRIB Technical Report TR07JA1). Oxford, UK: FMRIB Analysis Group Retrieved from www.fmrib.ox.ac.uk/datasets/techrep;2007
Andersson JLR, Jenkinson M, Smith S. Non-linear registration, aka spatial normalisation (FMRIB Technical Report TR07JA2). Oxford, UK: FMRIB Analysis Group. Retrieved from. www.fmrib.ox.ac.uk/datasets/techrep;2007
Daniel R, Pollmann S. A universal role of the ventral striatum in reward-based learning: evidence from human studies. Neurobiol Learn Mem. 2014;114:90-100.
Delgado MR, Locke HM, Stenger VA, Fiez JA. Dorsal striatum responses to reward and punishment: effects of valence and magnitude manipulations. Cogn Affect Behav Neurosci. 2003;3(1):27-38.
Fouragnan E, Retzler C, Philiastides MG. Separate neural representations of prediction error valence and surprise: evidence from an fMRI meta-analysis. Hum Brain Mapp. 2018;39(7):2887-2906.
Galvan A. Adolescent Development of the Reward System. Front Hum Neurosci. 2010;4:6.
Heekeren HR, Wartenburger I, Marschner A, Mell T, Villringer A, Reischies FM. Role of ventral striatum in reward-based decision making. Neuroreport. 2007;18(10):951-955.
Knutson B, Fong GW, Adams CM, Varner JL, Hommer D. Dissociation of reward anticipation and outcome with event-related fMRI. Neuroreport. 2001;12(17):3683-3687.
O'Doherty J, Critchley H, Deichmann R, Dolan RJ. Dissociating valence of outcome from behavioral control in human orbital and ventral prefrontal cortices. J Neurosci. 2003;23(21):7931-7939.
Howard JD, Kahnt T. Identity-specific reward representations in orbitofrontal cortex are modulated by selective devaluation. J Neurosci. 2017;37(10):2627-2638.
Howard JD, Kahnt T. Identity prediction errors in the human midbrain update reward-identity expectations in the orbitofrontal cortex. Nat Commun. 2018;9:1611.
Lopatina N, McDannald MA, Styer CV, Sadacca BF, Cheer JF, Schoenbaum G. Lateral orbitofrontal neurons acquire responses to upshifted, downshifted, or blocked cues during unblocking. Elife. 2015;4:e11299.
McDannald MA, Esber GR, Wegener MA, et al. Orbitofrontal neurons acquire responses to ‘valueless’ Pavlovian cues during unblocking. Elife. 2014;3:e02653.
Stalnaker TA, Cooch NK, Schoenbaum G. What the orbitofrontal cortex does not do. Nat Neurosci. 2015;18(5):620-627.
Chumbley JR, Burke CJ, Stephan KE, Friston KJ, Tobler PN, Fehr E. Surprise beyond prediction error. Hum Brain Mapp. 2014;35(9):4805-4814.
Robinson TE, Berridge KC. The neural basis of drug craving: an incentive-sensitization theory of addiction. Brain Res Brain Res Rev. 1993;18(3):247-291.
Epstein LH, Truesdale R, Wojcik A, Paluch RA, Raynor HA. (2003)Effects of deprivation on hedonics and reinforcing value of food. Physiol Behav. 2003;78:221-227.
Brevers D. “When viewing is already gambling”—the need for eye-tracking research to examine sports betting cue reactivity. Addiction. 2020;115(6):1139-1140. https://doi.org/10.1111/add.14952
Wen D, Wei Z, Zhou Y, Li G, Zhang X, Han W. Deep Learning Methods to Process fMRI Data and Their Application in the Diagnosis of Cognitive Impairment: A Brief Overview and Our Opinion. Front Neuroinform. 2018;26:12-23.