Review: Non‐invasive brain stimulation in behavioral addictions: insights from direct comparisons with substance use disorders

Article

Gomis Vicent, E., Thoma, V., Turner, J., Hill, K. P. and Pascual‐Leone, A. 2019. Review: Non‐invasive brain stimulation in behavioral addictions: insights from direct comparisons with substance use disorders. The American Journal on Addictions. 28 (6), pp. 431-454. https://doi.org/10.1111/ajad.12945
AuthorsGomis Vicent, E., Thoma, V., Turner, J., Hill, K. P. and Pascual‐Leone, A.
Abstract

Background and Objectives

Treatment models developed for substance use disorders (SUDs) are often applied to behavioral addictions (BAs), even though the correspondence between these forms of addiction is unclear. This is also the case for noninvasive brain stimulation (NIBS) techniques being investigated as potential treatment interventions for SUDs and BAs. Objectives: to contribute to the development of more effective NIBS protocols for BAs.
Methods

Two literature searches using PubMed and Google Scholar were conducted identifying a total of 35 studies. The first search identified 25 studies examining the cognitive and neurophysiological overlap between BAs and SUDs. The second search yielded 10 studies examining the effects of NIBS in BAs.
Results

Impulsivity and cravings show behavioral and neurophysiologic overlaps between BAs and SUDs, however, other outcomes like working‐memory abilities or striatal connectivity, differ between BAs and SUDs. The most‐employed NIBS target in BAs was dorsolateral prefrontal cortex (DLPFC), which was associated with a decrease in cravings, and less frequently with a reduction of addiction severity.
Conclusions and Scientific Significance

Direct comparisons between BAs and SUDs revealed discrepancies between behavioral and neurophysiological outcomes, but overall, common and distinctive characteristics underlying each disorder. The lack of complete overlap between BAs and SUDs suggests that investigating the cognitive and neurophysiological features of BAs to create individual NIBS protocols that target risk‐factors associated specifically with BAs, might be more effective than transferring protocols from SUDs to BAs. Individualizing NIBS protocols to target specific risk‐factors associated with each BA might help to improve treatment interventions for BAs. (Am J Addict 2019;00:1–23)

JournalThe American Journal on Addictions
Journal citation28 (6), pp. 431-454
ISSN1055-0496
Year2019
PublisherWiley
Accepted author manuscript
License
File Access Level
Anyone
Digital Object Identifier (DOI)https://doi.org/10.1111/ajad.12945
Web address (URL)https://doi.org/10.1111/ajad.12945
Publication dates
Online12 Sep 2019
Publication process dates
Accepted27 Jul 2019
Deposited13 Sep 2019
FunderGambleAware
Copyright holder© 2019 American Academy of Addiction Psychiatry.
Copyright informationThis is the peer reviewed version of the following article: Gomis‐Vicent, E. , Thoma, V. , Turner, J. J., Hill, K. P. and Pascual‐Leone, A. (2019), Review: Non‐invasive brain stimulation in behavioral addictions: insights from direct comparisons with substance use disorders. Am J Addict., 28 (6) pp. 431-454, which has been published in final form at https://doi.org/10.1111/ajad.12945. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions.
Permalink -

https://repository.uel.ac.uk/item/8707w

Log in to edit

Download files

Accepted author manuscript
Review_AJA_Changes_Clean.pdf
License: Wiley Terms and Conditions for Use of Self-Archived Versions
File access level: Anyone

  • 351
    total views
  • 636
    total downloads
  • 1
    views this month
  • 10
    downloads this month

Export as

Related outputs

‘No evidence of harm’ implies no evidence of safety: Framing the lack of causal evidence in gambling advertising research
Newall, P., Allami, Y., Andrade, M., Ayton, P., Baker-Frampton, R., Bennett, D., Browne, M., Bunn, C., Bush-Evans, R., Chen, S., Collard, S., De Jans, S., Derevensky, J., Dowling, N. A., Dymond, S., Froude, A. Goyder, E., Heirene, R. M., Hing, N., Hudders, L., Hunt, K., James, R. J. E., Li, E., Ludvig, E. A., Marionneau, V., McGrane, E., Merkouris, S. S., Orford, J., Parrado-González, A., Pryce, R., Rockloff, M., Romild, U., Rossi, R., Russell, A. M. T., Singmann, H., Quosai, T. S., Stark, S., Suomi, A., Swanton, T. B., Talberg, N., Thoma, V., Torrance, J., Tulloch, C., van Holst, R. J., Walasek, L., Wardle, H., West, J., Wheaton, J., Xiao, L. Y., Young, M. M., Bellringer, M., Sharman, S. and Roberts, A. 2024. ‘No evidence of harm’ implies no evidence of safety: Framing the lack of causal evidence in gambling advertising research. Addiction. 119 (2), pp. 391-396. https://doi.org/10.1111/add.16369
Differences Amongst Estimates of the UK Problem Gambling Prevalence Rate Are Partly Due to a Methodological Artefact
Newall, P. W. S., Weiss-Cohen, L., Thoma, V. and Ayton, P. 2024. Differences Amongst Estimates of the UK Problem Gambling Prevalence Rate Are Partly Due to a Methodological Artefact. International Journal of Mental Health and Addiction. 22, pp. 361-363. https://doi.org/10.1007/s11469-022-00877-z
The effects of sex and handedness on masturbation laterality and other lateralised motor behaviours
Rodway, P., Thoma, V. and Schepman, A. 2022. The effects of sex and handedness on masturbation laterality and other lateralised motor behaviours. Laterality. 27 (3), pp. 324-352. https://doi.org/10.1080/1357650X.2021.2006211
Predictors of Suicide Attempts in Male UK Gamblers Seeking Residential Treatment
Sharman, S., Murphy, R., Turner, J. and Roberts, A. 2021. Predictors of Suicide Attempts in Male UK Gamblers Seeking Residential Treatment. Addictive Behaviors. 126 (Art. 107171). https://doi.org/10.1016/j.addbeh.2021.107171
Gut thinking and eye tracking: evidence for a central preference heuristic
Thoma, V., Rodway, P. and Tamlyn, G. 2021. Gut thinking and eye tracking: evidence for a central preference heuristic. European Journal of Cognitive Psychology. 33 (8), pp. 919-930. https://doi.org/10.1080/20445911.2021.1969942
Cognitive and Physiological Assessment of Prefrontal Cortex Neuromodulation in Low and High Risk Gambling
Gomis-Vicent, E. 2021. Cognitive and Physiological Assessment of Prefrontal Cortex Neuromodulation in Low and High Risk Gambling. PhD Thesis University of East London School of Psychology https://doi.org/10.15123/uel.8984q
Pension scheme trustees as surrogate decision makers
Weiss-Cohen, L., Ayton, P., Clacher, I. and Thoma, V. 2021. Pension scheme trustees as surrogate decision makers. Finance Research Letters. 44 (Art. 102043). https://doi.org/10.1016/j.frl.2021.102043
Cognitive Predictors of Precautionary Behavior During the COVID-19 Pandemic
Thoma, V., Weiss-Cohen, L., Filkuková, P. and Ayton, P. 2021. Cognitive Predictors of Precautionary Behavior During the COVID-19 Pandemic. Frontiers in Psychology. 12 (Art. 589800). https://doi.org/10.3389/fpsyg.2021.589800
The edge of reason: A thematic analysis of how professional financial traders understand analytical decision making
Anderson, I. and Thoma, V. 2020. The edge of reason: A thematic analysis of how professional financial traders understand analytical decision making. European Management Journal. 39 (2), pp. 304-314. https://doi.org/10.1016/j.emj.2020.08.006
Water supplementation after dehydration improves judgment and decision-making performance
Thoma, V. and Patsalos, Olivia C. 2020. Water supplementation after dehydration improves judgment and decision-making performance. Psychological Research. 84, p. 1223–1234. https://doi.org/10.1007/s00426-018-1136-y
Transcranial alternating current stimulation (tACS) at 40 Hz enhances face and object perception
Gonzalez Perez, M., Wakui, E., Thoma, V., Nitsche, M. A. and Rivolta, D. 2019. Transcranial alternating current stimulation (tACS) at 40 Hz enhances face and object perception. Neuropsychologia. 135 (Art. 107237). https://doi.org/10.1016/j.neuropsychologia.2019.107237
Psychosocial Risk Factors in Disordered Gambling: A Descriptive Systematic Overview of Vulnerable Populations
Sharman, S., Murphy, R., Turner, J. and Roberts, A. 2019. Psychosocial Risk Factors in Disordered Gambling: A Descriptive Systematic Overview of Vulnerable Populations. Addictive Behaviors. 99 (Art. 106071). https://doi.org/10.1016/j.addbeh.2019.106071
Predictors of Dropout in Disordered Gamblers in UK Residential Treatment
Roberts, A., Murphy, R., Turner, J. and Sharman, S. 2019. Predictors of Dropout in Disordered Gamblers in UK Residential Treatment. Journal of Gambling Studies. 36, p. 373–386. https://doi.org/10.1007/s10899-019-09876-7
Thinking dispositions and cognitive reflection performance in schizotypy
Broyd, Annabel, Ettinger, Ulrich and Thoma, V. 2019. Thinking dispositions and cognitive reflection performance in schizotypy. Judgment and Decision Making. 14 (1), pp. 80-90.
Determinants for Successful Agile Collaboration between UX Designers and Software Developers in a Complex Organisation
Jones, Alexander and Thoma, V. 2019. Determinants for Successful Agile Collaboration between UX Designers and Software Developers in a Complex Organisation. International Journal of Human–Computer Interaction. 35 (20), pp. 1914-1935. https://doi.org/10.1080/10447318.2019.1587856
Exploring the relationship between grapheme colour-picking consistency and mental imagery
Spiller, M., Harkry, Lee, McCullagh, Fintan, Thoma, V. and Jonas, C. 2019. Exploring the relationship between grapheme colour-picking consistency and mental imagery. Philosophical Transactions B: Biological Sciences. 374 (Art. 20190023). https://doi.org/10.1098/rstb.2019.0023
Psychosocial correlates in treatment seeking gamblers: Differences in early age onset gamblers vs later age onset gamblers
Sharman, S., Murphy, Raegan, Turner, J. and Roberts, Amanda 2019. Psychosocial correlates in treatment seeking gamblers: Differences in early age onset gamblers vs later age onset gamblers. Addictive Behaviors. 97, pp. 20-26. https://doi.org/10.1016/j.addbeh.2019.05.013
Trends and patterns in UK treatment seeking gamblers: 2000–2015
Sharman, S., Murphy, Raegan, Turner, J. and Roberts, Amanda 2018. Trends and patterns in UK treatment seeking gamblers: 2000–2015. Addictive Behaviors. 89, pp. 51-56. https://doi.org/10.1016/j.addbeh.2018.09.009
Psychiatric profiles of mothers who take Ecstasy/MDMA during pregnancy: Reduced depression 1 year after giving birth and quitting Ecstasy
Turner, J., Parrott, Andrew C, Goodwin, Julia, Moore, Derek G, Fulton, Sarah, Min, Meeyoung O and Singer, Lynn T 2014. Psychiatric profiles of mothers who take Ecstasy/MDMA during pregnancy: Reduced depression 1 year after giving birth and quitting Ecstasy. Journal of Psychopharmacology. 28 (1), pp. 55-61. https://doi.org/10.1177/0269881113515061
Aspects of alcohol use disorder affecting social cognition as assessed using the Mini Social and Emotional Assessment (mini-SEA)
Cox, Sharon, Bertoux, Maxime, Turner, J., Moss, Antony, Locker, Kirsty and Riggs, Kevin 2018. Aspects of alcohol use disorder affecting social cognition as assessed using the Mini Social and Emotional Assessment (mini-SEA). Drug and Alcohol Dependence. 187, pp. 165-170. https://doi.org/10.1016/j.drugalcdep.2018.03.004
Three-quarter views of depth-rotated faces induce face-specific capacity limits in visual search
Thoma, V. and de Fockert, Jan W. 2019. Three-quarter views of depth-rotated faces induce face-specific capacity limits in visual search. Experimental Psychology. 65 (6), pp. 360-369. https://doi.org/10.1027/1618-3169/a000421
Behavioral biases in pension fund trustees’ decision-making
Weiss-Cohen, Leonardo, Ayton, Peter, Clacher, Iain and Thoma, V. 2018. Behavioral biases in pension fund trustees’ decision-making. Review of Behavioural Finance. 11 (2), pp. 128-143. https://doi.org/10.1108/RBF-05-2018-0049
Anodal transcranial direct current stimulation over the right dorsolateral prefrontal cortex enhances reflective judgment & decision-making
Edgcumbe, Daniel R., Thoma, V., Rivolta, Davide, Nitsche, Michael A. and Fu, C. 2018. Anodal transcranial direct current stimulation over the right dorsolateral prefrontal cortex enhances reflective judgment & decision-making. Brain Stimulation. 12 (3), pp. 652-658. https://doi.org/10.1016/j.brs.2018.12.003
Novel Psychoactive Substances (NPS): no longer legal, not always highs
Turner, J. and Soar, K. 2017. Novel Psychoactive Substances (NPS): no longer legal, not always highs. University & College Counselling. 2017 (March), pp. 16-21.
Gambling and violence in a nationally representative sample of UK men
Roberts, A., Coid, Jeremy, King, Robert, Murphy, Reagan, Turner, J., Bowden-Jones, Henrietta, Palmer Du Preez, Katie and Landon, Jason 2016. Gambling and violence in a nationally representative sample of UK men. Addiction. 111 (12), pp. 2196-2207. https://doi.org/10.1111/add.13522
Misaligned and Polarity-Reversed Faces Determine Face-specific Capacity Limits
Thoma, V., Ward, Neil and de Fockert, Jan W. 2016. Misaligned and Polarity-Reversed Faces Determine Face-specific Capacity Limits. Frontiers in Psychology. 7 (1470). https://doi.org/10.3389/fpsyg.2016.01470
View-sensitive ERP repetition effects indicate automatic holistic processing of spatially unattended objects
Wakui, E., Thoma, V. and de Fockert, Jan W. 2016. View-sensitive ERP repetition effects indicate automatic holistic processing of spatially unattended objects. Neuropsychologia. 89, pp. 426-436. https://doi.org/10.1016/j.neuropsychologia.2016.07.024
Investigating the effects of caffeine on executive functions using traditional Stroop and a new ecologically-valid virtual reality task, the Jansari assessment of Executive Functions (JEF©)
Soar, K., Chapman, E., Sivakuma, N., Jansari, A.S. and Turner, J. 2016. Investigating the effects of caffeine on executive functions using traditional Stroop and a new ecologically-valid virtual reality task, the Jansari assessment of Executive Functions (JEF©). Appetite. 105, pp. 156-163. https://doi.org/10.1016/j.appet.2016.05.021
Reachability Does Not Explain the Middle Preference: A Comment on Bar-Hillel (2015)
Rodway, P., Schepman, A. and Thoma, V. 2016. Reachability Does Not Explain the Middle Preference: A Comment on Bar-Hillel (2015). i-Perception. 7 (2).
Motor delays in MDMA (ecstasy) exposed infants persist to 2years
Singer, Lynn T., Moore, D., Min, Meeyoung O., Goodwin, Julia, Turner, J., Fulton, Sarah and Parrott, Andrew C. 2016. Motor delays in MDMA (ecstasy) exposed infants persist to 2years. Neurotoxicology and Teratology. 54, pp. 22-28. https://doi.org/10.1016/j.ntt.2016.01.003
Event-related potential effects of object repetition depend on attention and part-whole configuration
Gosling, Angela, Thoma, V., Fockert, Jan W. De and Richardson-Klavehn, Alan 2016. Event-related potential effects of object repetition depend on attention and part-whole configuration. Frontiers in Human Neuroscience. 10 (478). https://doi.org/10.3389/fnhum.2016.00478
Looking behaviour and preference for artworks: The role of emotional valence and location
Kreplin, Ute, Thoma, V. and Rodway, Paul 2014. Looking behaviour and preference for artworks: The role of emotional valence and location. Acta Psychologica. 152, pp. 100-108.
Spatial attention enhances object coding in local and distributed representations of the lateral occipital complex
Guggenmos, Matthias, Thoma, V., Haynes, John-Dylan, Richardson-Klavehn, Alan, Cichy, Radoslaw Martin and Sterzer, Philipp 2015. Spatial attention enhances object coding in local and distributed representations of the lateral occipital complex. NeuroImage. 116, pp. 149-157.
Good Thinking or Gut Feeling? Cognitive Reflection and Intuition in Traders, Bankers and Financial Non-Experts
Thoma, V., White, Elliott, Panigrahi, Asha, Strowger, Vanessa and Anderson, I. 2015. Good Thinking or Gut Feeling? Cognitive Reflection and Intuition in Traders, Bankers and Financial Non-Experts. PLoS ONE. 10 (4), p. e0123202.
Priming of object detection under continuous flash suppression depends on attention but not on part-whole configuration
Stein, Timo, Thoma, V. and Sterzer, Philipp 2015. Priming of object detection under continuous flash suppression depends on attention but not on part-whole configuration. Journal of Vision. 15 (3), pp. 15-15. https://doi.org/10.1167/15.3.15
Developmental outcomes of 3,4-methylenedioxymethamphetamine (ecstasy)-exposed infants in the UK
Singer, Lynn T., Moore, Derek G., Min, Meeyoung O., Goodwin, Julia, Turner, J., Fulton, Sarah and Parrott, Andrew C. 2015. Developmental outcomes of 3,4-methylenedioxymethamphetamine (ecstasy)-exposed infants in the UK. Human Psychopharmacology: Clinical and Experimental. 30 (4), pp. 290-294. https://doi.org/10.1002/hup.2459
Object representations in ventral and dorsal visual streams: fMRI repetition effects depend on attention and part–whole configuration
Thoma, V. and Henson, Richard N. 2011. Object representations in ventral and dorsal visual streams: fMRI repetition effects depend on attention and part–whole configuration. NeuroImage. 57 (2), pp. 513-525.
Face-specific capacity limits under perceptual load do not depend on holistic processing
Thoma, V. 2014. Face-specific capacity limits under perceptual load do not depend on holistic processing. Psychonomic Bulletin and Review. 21 (6), pp. 1473-1480. https://doi.org/10.3758/s13423-014-0633-2
One-Year Outcomes of Prenatal Exposure to MDMA and Other Recreational Drugs
Singer, L.T., Moore, D., Min, M.O., Goodwin, J., Turner, J., Fulton, S. and Parrott, A.C. 2012. One-Year Outcomes of Prenatal Exposure to MDMA and Other Recreational Drugs. Pediatrics. 130 (3), pp. 407-413. https://doi.org/10.1542/peds.2012-0666
MDMA and heightened cortisol: a neurohormonal perspective on the pregnancy outcomes of mothers used ‘Ecstasy’ during pregnancy
Parrott, Andrew C., Moore, D., Turner, J., Goodwin, Julia E., Min, Meeyoung O. and Singer, Lynn T. 2014. MDMA and heightened cortisol: a neurohormonal perspective on the pregnancy outcomes of mothers used ‘Ecstasy’ during pregnancy. Human Psychopharmacology: Clinical and Experimental. 29 (1), pp. 1-7.
Non-holistic coding of objects in lateral occipital complex with and without attention
Guggenmos, Matthias, Thoma, V., Cichy, Radoslaw Martin, Haynes, John-Dylan, Sterzer, Philipp and Richardson-Klavehn, Alan 2014. Non-holistic coding of objects in lateral occipital complex with and without attention. NeuroImage. 107, pp. 356-363. https://doi.org/10.1016/j.neuroimage.2014.12.013
The devil you know: The effect of brand recognition and product ratings on consumer choice
Thoma, V. and Williams, Alwyn 2013. The devil you know: The effect of brand recognition and product ratings on consumer choice. Judgment and Decision Making. 8 (1), pp. 34-44.
Perceptual load effects on processing distractor faces indicate face-specific capacity limits
Thoma, V. and Lavie, Nilli 2013. Perceptual load effects on processing distractor faces indicate face-specific capacity limits. Visual Cognition. 21 (8), pp. 1053-1076.
Good thinking or gut feeling? Decision-making style and rationality in traders, bankers and financial non-experts
Thoma, V. 2013. Good thinking or gut feeling? Decision-making style and rationality in traders, bankers and financial non-experts. UEL Research and Knowledge Exchange Conference 2013. University of East London, London 26 Jun 2013 London University of East London.
‘Vaping’ profiles and preferences: an online survey of electronic cigarette users
Dawkins, L., Turner, J., Roberts, A. and Soar, K. 2013. ‘Vaping’ profiles and preferences: an online survey of electronic cigarette users. Addiction. 108 (6), pp. 1115-1125. https://doi.org/10.1111/add.12150
Nicotine derived from the electronic cigarette improves time-based prospective memory in abstinent smokers
Dawkins, L., Turner, J. and Crowe, Eadaoin 2013. Nicotine derived from the electronic cigarette improves time-based prospective memory in abstinent smokers. Psychopharmacology. 227 (3), pp. 377-384. https://doi.org/10.1007/s00213-013-2983-2
The electronic-cigarette: effects on desire to smoke, withdrawal symptoms and cognition
Dawkins, L., Turner, J., Hasna, Surrayyah and Soar, K. 2012. The electronic-cigarette: effects on desire to smoke, withdrawal symptoms and cognition. Addictive Behaviors. 37 (8), pp. 970-973.
Evidence for holistic representations of ignored images and analytic representations of attended images
Thoma, V., Hummel, John E. and Jules, Davidoff 2004. Evidence for holistic representations of ignored images and analytic representations of attended images. Journal of Experimental Psychology: Human Perception and Performance. 30 (2), pp. 257-267.
Attributions for psychobiological changes in ecstasy/MDMA and other polydrug users
Soar, K., Parrott, A.C. and Turner, J. 2009. Attributions for psychobiological changes in ecstasy/MDMA and other polydrug users. Journal of Psychopharmacology. 23 (7), pp. 745-758.
Priming of depth-rotated objects depends on attention and part changes
Thoma, V. and Davidoff, J. 2006. Priming of depth-rotated objects depends on attention and part changes. Experimental Psychology. 53 (1), pp. 31-47.
Priming of plane-rotated objects depends on attention and view familiarity
Thoma, V., Davidoff, J. and Hummel, J.E. 2007. Priming of plane-rotated objects depends on attention and view familiarity. Visual Cognition. 15 (2), pp. 179-210.
Object representations in ventral and dorsal visual streams: fMRI repetition effects depend on attention and part–whole configuration
Thoma, V. and Henson, R.N. 2011. Object representations in ventral and dorsal visual streams: fMRI repetition effects depend on attention and part–whole configuration. NeuroImage. 57 (2), pp. 513-525.
During pregnancy, recreational drug-using women stop taking ecstasy (3,4-methylenedioxy-N-methylamphetamine) and reduce alcohol consumption but continue to smoke tobacco and cannabis
Moore, D., Turner, J., Parrott, A.C., Goodwin, J.E., Fulton, S., Min, M.O., Fox, H.C., Braddick, F.M.B., Toplis, A.S., Axelsson, E.L., Lynch, S., Ribeiro, H., Frostick, C. and Singer, L.T. 2010. During pregnancy, recreational drug-using women stop taking ecstasy (3,4-methylenedioxy-N-methylamphetamine) and reduce alcohol consumption but continue to smoke tobacco and cannabis. Journal of Psychopharmacology. 24 (9), pp. 1403-1410.
In-utero exposure to the popular ‘recreational’ drugs MDMA (Ecstasy) and Methamphetamine (Ice, Crystal): preliminary findings
Moore, D., Turner, J., Goodwin, J.E., Fulton, S.E., Singer, L.T. and Parrott, A.C. 2011. In-utero exposure to the popular ‘recreational’ drugs MDMA (Ecstasy) and Methamphetamine (Ice, Crystal): preliminary findings. in: Preece, P.M. and Riley, E.P. (ed.) Alcohol, drugs and medication in pregnancy: the long-term outcome for the child John Wiley & Sons.
The role of perceptual load in object recognition
Lavie, Nilli, Lin, Zhicheng, Zokaei, Nahid and Thoma, V. 2009. The role of perceptual load in object recognition. Journal of Experimental Psychology: Human Perception and Performance. 35 (5), pp. 1346-1358.