Abstract
Rationale
Growing evidence indicates that the main psychoactive ingredient in the illegal drug “ecstasy” (methylendioxymethamphetamine) causes reduced activity in the serotonin and gamma-aminobutyric acid (GABA) systems in humans. On the basis of substantial serotonin input to the occipital lobe, recent research investigated visual processing in long-term users and found a larger magnitude of the tilt aftereffect, interpreted to reflect broadened orientation tuning bandwidths. Further research found higher orientation discrimination thresholds and reduced long-range interactions in the primary visual area of ecstasy users.
Objectives
The aim of the present research was to investigate whether serotonin-mediated V1 visual processing deficits in ecstasy users extend to motion processing mechanisms.
Method
Forty-five participants (21 controls, 24 drug users) completed two psychophysical studies: A direction discrimination study directly measured local motion processing in V1, while a motion coherence task tested global motion processing in area V5/MT.
Results
“Primary” ecstasy users (n = 18), those without substantial polydrug use, had significantly lower global motion thresholds than controls [p = 0.027, Cohen’s d = 0.78 (large)], indicating increased sensitivity to global motion stimuli, but no difference in local motion processing (p = 0.365).
Conclusion
These results extend on previous research investigating the long-term effects of illicit drugs on visual processing. Two possible explanations are explored: defuse attentional processes may be facilitating spatial pooling of motion signals in users. Alternatively, it may be that a GABA-mediated disruption to V5/MT processing is reducing spatial suppression and therefore improving global motion perception in ecstasy users.
Similar content being viewed by others
References
Adamson SJ, Kay-Lambkin FJ, Baker AL, Lewin TJ, Thornton L, Kelly BJ, Sellman JD (2010) An improved brief measure of cannabis misuse: the Cannabis Use Disorders Identification Test – Revised (CUDIT-R). Drug Alcohol Depend 110:137–143
Andersen SN, Skullerud K (1999) Hypoxic/ischaemic brain damage, especially pallidal lesions, in heroin addicts. Forensic Sci Int 102(1):51–59
Anderson V, Anderson P, Grimwood K, Nolan T (2004) Cognitive and executive function 12 years after childhood bacterial meningitis: effect of acute neurologic complications and age of onset. J Pediatr Psychol 29(2):67–81
Andrews G, Slade T (2001) Interpreting scores on the Kessler Psychological Distress Scale (K10). Aust N Z J Public Health 25:494–497
Anglin AD, Hser Y, Chou C (1993) Reliability and validity of retrospective behavioural self-report by narcotics addicts. Eval Rev 17(1):91–108
Arora S, Burns L (2011) ACT trends in ecstasy and related drug markets 2010: findings from the Ecstasy and Related Drugs Reporting System (EDRS). Australian drug trends series no. 66, National Drug and Alcohol Research Centre, University of New South Wales
Bankson MG, Yamamoto BK (2004) Serotonin-GABA interactions modulate MDMA-induced mesolimbic dopamine release. J Neurochem 91(4):852–859
Bedi G, Redman J (2006) Self-reported ecstasy use: the impact of assessment method on dosage estimates in recreational users. J Psychopharmacol 20(3):432–436
Betts LR, Sekuler AB, Bennett PJ (2009) Spatial characteristics of center-surround antagonism in younger and older adults. J Vis 9(1):25
Betts LR, Taylor CP, Sekuler AB, Bennett PJ (2005) Aging reduces centre surround antagonism in visual motion processing. Neuron 45:361–366
Born RT, Tootell RBH (1992) Segregation of global and local motion processing in primate middle temporal visual area. Nature 357
Brown J, Edwards M, McKone E, Ward J (2007) A long-term ecstasy-related change in visual perception. Psychopharmacology 193(3):437–446
Chang L, Alicata D, Ernst T, Volkow N (2007) Structural and metabolic brain changes in the striatum associated with amphetamine abuse. Addiction 102:16–32
Chen Y, Nakayama K, Levy D, Matthysse S, Holzman P (2003) Processing of global, but not local, motion direction is deficient in schizophrenia. Schizophr Res 61(2–3):215–227
Churchland MM, Lisberger SG (2001) Experimental and computational analysis of monkey smooth pursuit eye movements. J Neurophysiol 86:741–759
Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd edn. Lawrence Earlbaum, Hillsdale
Compte A, Wang XJ (2006) Tuning curve shift by attention modulation in cortical neurons: a computational study of its mechanisms. Cereb Cortex 16:761–778
Czermak C, Lehofer M, Gasser-Steiner P, Ettinger S, Lemois L, Rohrhoferm A et al (2005) Test-retest reliability of a lifetime drug-use questionnaire. Addict Behav 30:261–368
Dafters RI, Duffy F, O’Donnell PJ, Bouquet C (1999) Level of use of 3,4-methylenedioxymethamphetamine (MDMA or ecstasy) in humans correlates with EEG power and coherence. Psychopharmacology 145(1):82–90
Dalley JW, Laane K, Theobald DE, Pena Y, Bruce CC, Huszar AC, Wojcieszek M, Robbins TW (2007) Enduring deficits in sustained visual attention during withdrawal of intravenous methylenedioxymethamphetamine self-administration in rats: results from a comparative study with d-amphetamine and methamphetamine. Neuropsychopharmacology 32(5):1195–1206
Darke S (1998) Self-report among injecting drug users: a review. Drug Alcohol Depend 51(3):253–263
Darke, S., Ward, J., Hall, W., Heather, N. & Wodak, A. (1991). The Opiate Treatment Index (OTI) researcher’s manual. National Drug and Alcohol Research Centre Technical Report Number 11. Sydney: National Drug and Alcohol Research Centre
Daumann J, Fimm B, Willmes K, Thron A, Gouzoulis-Mayfrank E (2003) Cerebral activation in abstinent ecstasy (MDMA) users during a working memory task: a functional magnetic resonance imaging (fMRI) study. Cogn Brain Res 16(3):479–487
Dawe S, Loxton N, Hides L, Kavanagh D, Mattick R (2002) Review of diagnostic screening instruments for alcohol and other drug-use and other psychiatric disorders, 2nd edn. National Drug and Alcohol Research Centre, Sydney
Dickson C, Bruno R, Brown J (2009) Investigating the role of serotonin in visual orientation processing using an ‘ecstasy’ (MDMA)-based research model. Neuropsychobiology 294:1–9
Dieudonne S, Dumoulin A (2000) Serotonin-driven long-range inhibitory connections in the cerebellar cortex. J Neurosci 20(5):1837–1848
Edwards M, Badcock DR (1996) Global-motion perception: interaction of chromatic and luminance signals. Vis Res 36:2423–2431
Edwards M, Badcock DR (1998) Discrimination of global-motion signal strength. Vis Res 38:3051–3056
Edwards M, Badcock DR, Nishida S (1996) Contrast sensitivity of the motion system. Vis Res 36:2411–2421
Edwards M, Badcock DR, Smith AT (1998) Independent speed-tuned global- motion systems. Vis Res 38:1573–1580
Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in primate visual cortex. Cereb Cortex 1:1–47
Golomb JD, McDavitt JRB, Ruf BM, Chen JI, Saricicek A, Maloney KH, Hu J, Chun MM, Bhagwagar Z (2008) Enhanced visual motion perception in major depressive disorder. J Neurosci 29(28):9072–9077
Gouzoulis-Mayfrank E, Daumann J (2006a) Neurotoxicity of methylenedioxyamphetamines (MDMA; ecstasy) in humans: how strong is the evidence for persistent brain damage? Addiction 101(3):348–361
Gouzoulis-Mayfrank E, Daumann J (2006b) The confounding problem of polydrug use in recreational ecstasy/MDMA users: a brief overview. J Psychopharmacol 20(2):188–193
Green AR, Mechan AO, Elliott JM, O’Shea E, Colado MI (2003) The pharmacology and clinical pharmacology of 3,4-methylenedioxymethamphetamine (MDMA, “ecstasy”). Pharmacol Rev 55(3):463–508
Gros BL, Blake R, Hiris E (1998) Anisotropies in visual motion perception: a fresh look. J Optic Soc Am A Opt Image Sci Vis 15:2003–2011
Grothenherm F (2003) Pharmacokinetics and pharmacodynamics of cannabinoids. Clin Pharmacokinet 42:327–360
Guilleminault C, Brooks SN (2001) Excessive daytime sleepiness: a challenge for the practicing neurologist. Brain 124:1482–1491
Halpern JH, Sherwood AR, Hudson JI, Gruber S, Kozin D, Pope HG (2011) Residual neurocognitive features of long-term ecstasy users with minimal exposure to other drugs. Addiction 106:777–786
Howell DC (2010) Fundamental statistics for the behavioural sciences. Cengage Learning, Stamford
Johnston LJ, Sabin K (2010) Sampling hard-to-reach populations with respondent driven sampling. Methodol Innov Online 5(2):38–48
Kalechstein AD, De La Garza R, Mahoney JJ, Fantegrossi WE, Newton TF (2007) MDMA use and neurocognition: a meta-analytic review. Psychopharmacology 189(4):531–537
Kamachi MG, Ishii T, Motoyoshi I (2013) Voluntary disattention facilitates global motion detection. J Vis 13(9):1138
Kessler RMD (1994) Final versions of our non-specific psychological distress scale. Survey Research Centre of the Institute for Social Research, Ann Arbort
Kessler RC, Andrews G, Colpe L et al (2002) Short screening scales to monitor population prevalence and trends in non-specific psychological distress. Psychol Med 32:959–976
Kessler RC, Barker PR, Colpe LJ et al (2003) Screening for serious mental illness in the general population. Arch Gen Psychiatry 60
Kleinbaum DG, Kupper LL, Muller KE (1988) Applied regression analysis and other multivariate methods. PWS, Boston
Lagae L, Raiquel S, Orban GA (1993) Speed and direction selectivity of macaque middle temporal neurons. J Neurophysiol 69(1):19–39
Landy MS (1987) Parallel model of the kinetic depth effect using local computations. J Opt Soc Am 4(5):864–877
Leventhal AG, Wang Y, Pu M, Zhou Y, Ma Y (2003) GABA and its agonists improved visual cortical function in senescent monkeys. Science 300:812–815
Lu H, Larson-Prior LJ (1996) Serotonergic modulation of evoked responses in turtle cerebellar Purkinje cells. J Neurophysiol 76:3102–3113
Lucas SK, Carstairs JR, Shores EA (2003) A comparison of methods to estimate premorbid intelligence in an Australian Sample: data from the Macquarie University Neuropsychological Normative Study. Australian Psychologist 38(3):227–237
Masini RAA, Moja EA (1990) An increase in strength of tilt aftereffect associated with tryptophan depletion. Percept Mot Skills 70(2):431–539
Maunsell JHR, Newsome WT (1987) Visual processing in monkey extrastriate cortex. Annu Rev Neurosci 10:363–401
McCann UD, Szabo Z, Seckin E, Rosenblatt P, Mathews WB, Ravert HT et al (2005) Quantitative PET studies of the serotonin transporter in MDMA users and controls using [(11)C]McN5652 and [(11)C]DASB. Neuropsychopharmacology 30(9):223
McCann U, Ricaurte G (2004) Amphetamine neurotoxicity: accomplishments and remaining challenges. Neurosci Biobehavioural Rev 27:821–826
McElwee P, Cogger S (2011) Trends in polydrug use among ecstasy-related ambulance attendances in Melbourne, 2000–2009. Open Addict J 4(19):1874–9410
Miikkulainen R, Bednar JA, Choe Y, Sirosh J (2005) Computational maps in the visual cortex. Springer, New York
Montoya AG, Sorrentino R, Lukas SE, Price BH (2002) Long‐term neuropsychiatric consequences of “ecstasy” (MDMA): a review. Harvard Rev Psychiatry 10:212–220
Morley K, Li K, Hunt G, Mallett P, McGregor I (2004) Cannabinoids prevent the acute hyperthermia and partially protect against the 5-HT depleting effects of MDMA (‘ecstasy’) in rats. Neuropharmacology 46:954–965
Movshon JA, Adelson EH, Gizzi MS, Newsome WT (1986) The analysis of moving visual patterns. In: Chagas C, Gattass R, Gross C (eds) Experimental brain research supplementum II: pattern recognition mechanisms. Springer, New York, pp 117–151
National Drug Strategy Household Survey Report (2010) Drug statistics series no. 25. Cat. no. PHE 145. Canberra: AIHW
Newsome WT, Paré EB (1988) A selective impairment of motion processing following lesions of the middle temporal area (MT). J Neurosci 8:2201–2211
Nishida S (2011) Advancement of motion psychophysics: review 2001–2010. J Vis 11(5):1–53
Oliveri M, Calvo G (2003) Increased visual cortical excitability in ecstasy users: a transcranial magnetic stimulation study. J Neurol Neurosurg Psychiatry 74:1136–1138
Parrott AC (2001) Human psychopharmacology of ecstasy (MDMA): a review of 15 years of empirical research. Hum Psychopharmacol Clin Exp 16(8):557–577
Parrott AC (2012) MDMA and 5-HT neurotoxicity: the empirical evidence for its adverse effects in humans—no need for translation. Br J Psychopharmacol 166:1518–1520
Parrott AC (2013a) Human psychobiology of MDMA or ‘ecstasy’: an overview of 25 years of empirical research. Hum Psychopharmacol Clin Exp 28(4):289–307
Parrott AC (2013b) MDMA, serotonergic neurotoxicity, and the diverse functional deficits of recreational ‘ecstasy’ users. Neurosci Biobehavioural Rev 6(37):1466–1484
Parrott AC, Lasky J (1998) Ecstasy (MDMA) effects upon mood and cognition: before, during and after a Saturday night dance. Psychopharmacology 139(3):261–268
Parrott AC, Milani RM, Gouzoulis-Mayfrank E, Daumann J (2007) Cannabis and ecstasy/MDMA (3,4-methylenedioxyamphetamine): an analysis of their neuropsychobiological interaction in recreational ecstasy users. J Neural Transm 114:959–968
Priebe NJ, Lisberger SG (2004) Estimating target speed from the population response in visual area MT. J Neurosci 24:1907–1916
Proudfoot, P., & Ward, J. (2004). ACT party drug trends 2004: findings from the Party Drug Initiative (PDI). (NDARC Technical Report No. 188), Sydney: National Drug and Alcohol Research Centre, University of New South Wales
Quednow BB, Jessen F, Kuhn KU, Maier W, Daum I, Wagner M (2006) Memory deficits in abstinent MDMA (ecstasy) users: neuropsychological evidence of frontal dysfunction. J Psychopharmacol 20:373–384
Ridder WH, Borsting E, Banton T (2001) All developmental dyslexic subtypes display an elevated motion coherence threshold. Opt Vis Sci 78(7):510–517
Rizzo M, Lamers CTJ, Sauer CG, Ramaekers JG, Bechara A, Andersen GJ (2005) Impaired perception of self-motion (heading) in abstinent ecstasy and marijuana users. Psychopharmacology 179:559–566
Rogers G, Elston J, Garside R, Roome C, Taylor R, Younger P et al (2009) The harmful health effects of recreational ecstasy: a systematic review of observational evidence. Health Technol Assess 13(6)
Saunders JB, Aasland OG, Babor TF, de le Fuente JR, Grant M (1993) Development of the alcohol use disorders identification test (AUDIT) WHO collaborative project on early detection of persons with harmful alcohol consumption—II. Addiction 88:791–804
Schilt T, de Win MM, Jager G, Koeter MW, Ramsey NF, Schmand B et al (2008) Specific effects of ecstasy and other illicit drugs on cognition in poly-substance users. Psychol Med 38(9):1309–1317
Schilt T, Koeter MW, Smal JP, Gouwetor MN, van den Brink W, Schmand B (2009) Long-term neuropsychological effects of ecstasy in middle-aged ecstasy/polydrug users. Psychopharmacology 207(4):583–591
Schilt T, de Win MM, Koeter M, Jager G, Korf DJ, van den Brink W, Schmand B (2007) Cognition in novice ecstasy users with minimal exposure to other drugs: a prospective cohort study. Arch Gen Psychiatry 64:728–736
Schlicker E, Timm J, Gothert M (1996) Cannabinoid receptor-mediated inhibition of dopamine release in the retina. Arch Pharm 354:791–796
Scholey AB, Owen L, Gates J, Rodgers J, Buchanas T, Ling J, Heffernan T, Swan P, Stough C, Parrott AC (2011) Is MDMA present in hair samples consistent with reported ecstasy use? Open Addict J 4:50–51
Sclar G, Maunsell JH, Lennie P (1990) Coding of image contrast in central visual pathways of the macaque monkey. Vis Res 30:1–10
Serfaty CA, Oliveira-Silva O, da Melibeu ACF, Campello-Costa P (2008) Nutritional tryptophan restriction and the role of serotonin in development and plasticity of central visual connections. Neuroimmunomodulation 15(3):170–175
Simantov R, Peng W (2004) MDMA (Ecstasy) controls in concert a group of genes involved in GABA neurotransmission. FEBS Lett 563(1–3):3–6
Smith AT, Wall MB, Williams AL, Singh KD (2006) Sensitivity to optic flow in human cortical areas MT and MTS. Europ J Neurosci 23(2):561–569
Tadin D, Kim J, Doop ML, Gibson C, Lappin JS, Blake R, Park S (2006) Weakened center-surround interactions in visual motion processing in schizophrenia. J Neurosci 2:11403–11412
Tadin D, Silvanto J, Pascual-Leone A, Batelli L (2011) Improved motion perception and impaired spatial suppression following disruption of cortical area MT/V5. J Neurosci 31:1279–1283
The Australian Crime Commission (ACC) (2011–2012) Illicit drug data report. http://www.crimecommission.gov.au/sites/default/files/files/IDDR/2011–12/IDDR-2011–12-FINAL-HR-020513.pdf. Accessed 6 Dec 2013
Wallach H (1935) Ueber visuell wahrgenommene Bewegungsrichtung. Psychol Forsch 20:325–380
Wang X, Baumann MH, Xu H, Rothman RB (2004) 3,4-Methylenedioxymethamphetamine administration to rats decreases brain tissue serotonin but not serotonin transporter protein and glial fibrillary acidic protein. Synapse 53:240–248
Wassef A, Baker J, Kochan LD (2003) GABA and schizophrenia: a review of basic science and clinical studies. J Clin Psychopharmacol 23:601–640
Wetherill GB, Levitt H (1965) Sequential estimation of points on a psychometric function. Br J Math Stat Psychol 18:1–10
White C, Brown J, Edwards M (2013) Altered visual perception in long-term ecstasy users. Psychopharmacology 229(1):155–165
Yoon JH, Maddock RJ, Rokem A, Silver MA, Minzenberg MJ, Ragland JD, Carter CS (2010) GABA concentration is reduced in visual cortex in schizophrenia and correlates with orientation-specific surround suppression. J Neurosci 30:3777–3781
Acknowledgments
This study was aided by an Australian Postgraduate Award to Claire White.
The authors have full control of the primary data and agree to allow the journal to review the data if requested. The experiments comply with the current laws in the country in which they were performed.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
White, C., Brown, J. & Edwards, M. Alterations to global but not local motion processing in long-term ecstasy (MDMA) users. Psychopharmacology 231, 2611–2622 (2014). https://doi.org/10.1007/s00213-014-3431-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00213-014-3431-7