Skip to main content
Log in

How do cannabis users mentally travel in time? Evidence from an fMRI study of episodic future thinking

  • Original Investigation
  • Published:
Psychopharmacology Aims and scope Submit manuscript

Abstract

Rationale

Episodic future thinking (EFT) is a cognitive function that allows individuals to imagine novel experiences that may happen in the future. Prior studies show that EFT is impaired in different groups of substance users. However, there is no evidence regarding the neurobiological mechanisms of EFT in cannabis users.

Objectives

We aimed to compare brain activations of regular cannabis users and non-using controls during an EFT fMRI task. Exploratory analyses were also conducted to investigate the association between EFT and cannabis use variables (e.g., duration of use, age onset, frequency of use).

Methods

Twenty current cannabis users and 22 drug-naïve controls underwent an fMRI scanning session while completing a task involving envisioning future-related events and retrieval of past memories as a control condition. The EFT fMRI task was adapted from the autobiographical interview and composed of 20 auditory cue sentences (10 cues for past and 10 cues for future events). Participants were asked to recall a past or generate a future event, in response to the cues, and then rate their vividness after each response.

Results

We found that cannabis users compared to non-user controls had lower activation within the cerebellum, medial and superior temporal gyrus, lateral occipital cortex, and occipital fusiform gyrus while envisioning future events. Cannabis users rated the vividness of past events significantly lower than non-users (P < 0.005). There were marginal group differences for rating the vividness of future events (P = 0.052). Significant correlations were also found between the medial and superior temporal gyrus activities and behavioral measures of EFT and episodic memory.

Conclusions

Cannabis users, compared to drug-naïve controls, have lower brain activation in EFT relevant regions. Thus, any attempts to improve aberrant EFT performance in cannabis users may benefit from EFT training.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Data availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Addis DR, Cheng T, Roberts P, R., & Schacter, D. L. (2011) Hippocampal contributions to the episodic simulation of specific and general future events. Hippocampus 21(10):1045–1052

    Article  PubMed  Google Scholar 

  • Addis DR, Pan L, Vu M-A, Laiser N, Schacter DL (2009) Constructive episodic simulation of the future and the past: distinct subsystems of a core brain network mediate imagining and remembering. Neuropsychologia 47(11):2222–2238

    Article  PubMed  Google Scholar 

  • Addis DR, Wong AT, Schacter DL (2008) Age-related changes in the episodic simulation of future events. Psychol Sci 19(1):33–41

    Article  PubMed  Google Scholar 

  • Alipour A, Agah Haris M (2007) Reliability and validity of Edinburg handedness inventory in Iran. Journal of Psychological Sciences 22:117–133

    Google Scholar 

  • Aloi, J., Blair, K. S., Meffert, H., White, S. F., Hwang, S., Tyler, P. M., ... & Filbey, F. M. (2020). Alcohol use disorder and cannabis use disorder symptomatology in adolescents is associated with dysfunction in neural processing of future events. Addiction biology, e12885.

  • American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Pub.

  • Aonso-Diego G, González-Roz A, Martínez-Loredo V, Krotter A, Secades-Villa R (2021) Episodic future thinking for smoking cessation in individuals with substance use disorder: Treatment feasibility and acceptability. J Subst Abuse Treat 123:108259. https://doi.org/10.1016/j.jsat.2020.108259

    Article  PubMed  Google Scholar 

  • Ashtari, M., Avants, B., Cyckowski, L., Cervellione, K. L., Roofeh, D., Cook, P., . . . Kumra, S. (2011). Medial temporal structures and memory functions in adolescents with heavy cannabis use. Journal of psychiatric research, 45(8), 1055-1066

  • Ashton JC (2019) Is cannabis harmless? Focus on brain function. Current Drug Research Reviews Formerly: Current Drug Abuse Reviews 11(1):33–39. https://doi.org/10.2174/2589977511666180809165622

    Article  CAS  Google Scholar 

  • Atance CM, O’Neill DK (2001) Episodic future thinking. Trends Cogn Sci 5(12):533–539

    Article  PubMed  Google Scholar 

  • Badrkhahan SZ, Sikaroodi H, Sharifi F, Kouti L, Noroozian M (2019) Validity and reliability of the Persian version of the Montreal Cognitive Assessment (MoCA-P) scale among subjects with Parkinson’s disease. Appl Neuropsychol Adult 27(5):431–439. https://doi.org/10.1080/23279095.2019.1565762

    Article  PubMed  Google Scholar 

  • Batalla, A., Bhattacharyya, S., Yuecel, M., Fusar-Poli, P., Crippa, J. A., Nogue, S., . . . Martin-Santos, R. (2013). Structural and functional imaging studies in chronic cannabis users: a systematic review of adolescent and adult findings. PloS one, 8(2).

  • Beck, A. T., Steer, R. A., & Brown, G. (1996). Beck depression inventory–II. Psychological Assessment.

  • Becker B, Wagner D, Gouzoulis-Mayfrank E, Spuentrup E, Daumann J (2010) The impact of early-onset cannabis use on functional brain correlates of working memory. Prog Neuropsychopharmacol Biol Psychiatry 34(6):837–845

    Article  CAS  PubMed  Google Scholar 

  • Benoit RG, Schacter DL (2015) Specifying the core network supporting episodic simulation and episodic memory by activation likelihood estimation. Neuropsychologia 75:450–457

    Article  PubMed  PubMed Central  Google Scholar 

  • Bleecker M, Ford D, Lindgren K, Hoese V, Walsh K, Vaughan C (2005) Differential effects of lead exposure on components of verbal memory. Occup Environ Med 62(3):181–187

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Blest-Hopley G, Giampietro V, Bhattacharyya S (2018) Residual effects of cannabis use in adolescent and adult brains—a meta-analysis of fMRI studies. Neurosci Biobehav Rev 88:26–41

    Article  PubMed  Google Scholar 

  • Blest-Hopley G, Giampietro V, Bhattacharyya S (2019) Regular cannabis use is associated with altered activation of central executive and default mode networks even after prolonged abstinence in adolescent users: results from a complementary meta-analysis. Neurosci Biobehav Rev 96:45–55

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Blest-Hopley G, Giampietro V, Bhattacharyya S (2020) A systematic review of human neuroimaging evidence of memory-related functional alterations associated with cannabis use complemented with preclinical and human evidence of memory performance alterations. Brain Sci 10(2):102

    Article  PubMed Central  Google Scholar 

  • Bloomfield, M. A., Hindocha, C., Green, S. F., Wall, M. B., Lees, R., Petrilli, K., . . . Freeman, T. P. (2019). The neuropsychopharmacology of cannabis: a review of human imaging studies. Pharmacology & therapeutics, 195, 132-161

  • Botzung A, Denkova E, Manning L (2008) Experiencing past and future personal events: Functional neuroimaging evidence on the neural bases of mental time travel. Brain Cogn 66(2):202–212

    Article  PubMed  Google Scholar 

  • Broyd SJ, van Hell HH, Beale C, Yuecel M, Solowij N (2016) Acute and chronic effects of cannabinoids on human cognition—a systematic review. Biol Psychiat 79(7):557–567

    Article  CAS  PubMed  Google Scholar 

  • Bruijnen, C. J., Jansen, M., Dijkstra, B. A., Walvoort, S. J., Lugtmeijer, S., Markus, W., . . . Kessels, R. P. (2019). The Montreal Cognitive Assessment (MoCA) as a cognitive screen in addiction health care: a validation study for clinical practice. Journal of Substance Use, 24(1), 47-54

  • Budney AJ, Sofis MJ, Borodovsky JT (2019) An update on cannabis use disorder with comment on the impact of policy related to therapeutic and recreational cannabis use. Eur Arch Psychiatry Clin Neurosci 269(1):73–86

    Article  PubMed  PubMed Central  Google Scholar 

  • Bulley A, Irish M (2018) The functions of prospection – variations in health and disease. Frontiers in Psychology 9:2328. https://doi.org/10.3389/fpsyg.2018.02328

    Article  PubMed  PubMed Central  Google Scholar 

  • Burggren AC, Shirazi A, Ginder N, London ED (2019) Cannabis effects on brain structure, function, and cognition: considerations for medical uses of cannabis and its derivatives. Am J Drug Alcohol Abuse 45(6):563–579. https://doi.org/10.1080/00952990.2019.1634086

    Article  PubMed  PubMed Central  Google Scholar 

  • Campeny, E., López-Pelayo, H., Nutt, D., Blithikioti, C., Oliveras, C., Nuño, L., . . . Gual, A. (2020). The blind men and the elephant: systematic review of systematic reviews of cannabis use related health harms. European Neuropsychopharmacology, 33, 1-35. https://doi.org/10.1016/j.euroneuro.2020.02.003

  • Cengel HY, Bozkurt M, Evren C, Umut G, Keskinkilic C, Agachanli R (2018) Evaluation of cognitive functions in individuals with synthetic cannabinoid use disorder and comparison to individuals with cannabis use disorder. Psychiatry Res 262:46–54

    Article  PubMed  Google Scholar 

  • Compton WM, Dawson DA, Goldstein RB, Grant BF (2013) Crosswalk between DSM-IV dependence and DSM-5 substance use disorders for opioids, cannabis, cocaine and alcohol. Drug Alcohol Depend 132(1–2):387–390

    Article  PubMed  PubMed Central  Google Scholar 

  • Copersino ML, Fals-Stewart W, Fitzmaurice G, Schretlen DJ, Sokoloff J, Weiss RD (2009) Rapid cognitive screening of patients with substance use disorders. Exp Clin Psychopharmacol 17(5):337

    Article  PubMed  PubMed Central  Google Scholar 

  • Cousijn J, Wiers RW, Ridderinkhof KR, van den Brink W, Veltman DJ, Goudriaan AE (2012) Grey matter alterations associated with cannabis use: results of a VBM study in heavy cannabis users and healthy controls. Neuroimage 59(4):3845–3851. https://doi.org/10.1016/j.neuroimage.2011.09.046

    Article  PubMed  Google Scholar 

  • Cousijn J, Vingerhoets WA, Koenders L, de Haan L, van den Brink W, Wiers RW, Goudriaan AE (2014a) Relationship between working-memory network function and substance use: a 3-year longitudinal fMRI study in heavy cannabis users and controls. Addict Biol 19(2):282–293

    Article  PubMed  Google Scholar 

  • Cousijn J, Wiers RW, Ridderinkhof KR, van den Brink W, Veltman DJ, Goudriaan AE (2014b) Effect of baseline cannabis use and working-memory network function on changes in cannabis use in heavy cannabis users: a prospective fMRI study. Hum Brain Mapp 35(5):2470–2482. https://doi.org/10.1002/hbm.22342

    Article  PubMed  Google Scholar 

  • Cousijn, J., Wiers, R. W., Ridderinkhof, K. R., van den Brink, W., Veltman, D. J., Porrino, L. J., & Goudriaan, A. E. (2013). Individual differences in decision making and reward processing predict changes in cannabis use: a prospective functional magnetic resonance imaging study. Addiction biology, 18(6), 1013–1023. https://doi.org/10.1111/j.1369-1600.2012.00498.x

  • Crystal JD, Wilson AG (2015) Prospective memory: a comparative perspective. Behav Proc 112:88–99

    Article  Google Scholar 

  • Daniel TO, Stanton CM, Epstein LH (2013) The future is now: reducing impulsivity and energy intake using episodic future thinking. Psychol Sci 24(11):2339–2342

    Article  PubMed  Google Scholar 

  • D’Argembeau A, Mathy A (2011) Tracking the construction of episodic future thoughts. J Exp Psychol Gen 140(2):258

    Article  PubMed  Google Scholar 

  • D’Argembeau A, Van der Linden M (2005) Influence of emotion on memory for temporal information. Emotion 5(4):503

    Article  PubMed  Google Scholar 

  • Daselaar SM, Porat Y, Huijbers W, Pennartz CMA (2010) Modality-specific and modality-independent components of the human imagery system. Neuroimage 52(2):677–685. https://doi.org/10.1016/j.neuroimage.2010.04.239

    Article  PubMed  Google Scholar 

  • Dassen FC, Jansen A, Nederkoorn C, Houben K (2016) Focus on the future: episodic future thinking reduces discount rate and snacking. Appetite 96:327–332

    Article  PubMed  Google Scholar 

  • De Vito S, Buonocore A, Bonnefon J-F, Della Sala S (2015) Eye movements disrupt episodic future thinking. Memory 23(6):796–805

    Article  PubMed  Google Scholar 

  • De Vito S, Gamboz N, Brandimonte MA, Barone P, Amboni M, Della Sala S (2012) Future thinking in Parkinson’s disease: an executive function? Neuropsychologia 50(7):1494–1501. https://doi.org/10.1016/j.neuropsychologia.2012.03.001

    Article  PubMed  Google Scholar 

  • Duperrouzel JC, Granja K, Pacheco-Colón I, Gonzalez R (2020) Adverse effects of cannabis use on neurocognitive functioning: a systematic review of meta-analytic studies. J Dual Diagn 16(1):43–57

    Article  PubMed  Google Scholar 

  • Ehrenreich, H., Rinn, T., Kunert, H. J., Moeller, M. R., Poser, W., Schilling, L., ... & Hoehe, M. R. (1999). Specific attentional dysfunction in adults following early start of cannabis use. Psychopharmacology142(3), 295-301

  • Eklund A, Nichols TE, Knutsson H (2016) Cluster failure: why fMRI inferences for spatial extent have inflated false-positive rates. Proc Natl Acad Sci 113(28):7900–7905

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • El Haj M, Moustafa AA, Perle A, Tison P, Cottencin O, Nandrino JL (2019) Impaired specificity of future thinking in alcohol use disorders. Alcohol Clin Exp Res 43(5):945–951. https://doi.org/10.1111/acer.13993

    Article  PubMed  Google Scholar 

  • Figueiredo PR, Tolomeo S, Steele JD, Baldacchino A (2020) Neurocognitive consequences of chronic cannabis use: a systematic review and meta-analysis. Neurosci Biobehav Rev 108:358–369

    Article  PubMed  Google Scholar 

  • Fontes, M. A., Bolla, K. I., Cunha, P. J., Almeida, P. P., Jungerman, F., Laranjeira, R. R., . . . Lacerda, A. L. (2011). Cannabis use before age 15 and subsequent executive functioning. The British Journal of Psychiatry, 198(6), 442-447

  • Gerlach KD, Spreng RN, Madore KP, Schacter DL (2014) Future planning: default network activity couples with frontoparietal control network and reward-processing regions during process and outcome simulations. Social Cognitive and Affective Neuroscience 9(12):1942–1951

    Article  PubMed  PubMed Central  Google Scholar 

  • Ghassemzadeh H, Mojtabai R, Karamghadiri N, Ebrahimkhani N (2005) Psychometric properties of a Persian-language version of the Beck Depression Inventory-Second edition: BDI-II-PERSIAN. Depress Anxiety 21(4):185–192

    Article  PubMed  Google Scholar 

  • Glass M, Faull R, Dragunow M (1997) Cannabinoid receptors in the human brain: a detailed anatomical and quantitative autoradiographic study in the fetal, neonatal and adult human brain. Neuroscience 77(2):299–318

    Article  CAS  PubMed  Google Scholar 

  • Gorey C, Kuhns L, Smaragdi E, Kroon E, Cousijn J (2019) Age-related differences in the impact of cannabis use on the brain and cognition: a systematic review. Eur Arch Psychiatry Clin Neurosci 269(1):37–58

    Article  PubMed  PubMed Central  Google Scholar 

  • Grant S, Contoreggi C, London ED (2000) Drug abusers show impaired performance in a laboratory test of decision making. Neuropsychologia 38(8):1180–1187

    Article  CAS  PubMed  Google Scholar 

  • Gruber SA, Sagar KA, Dahlgren MK, Racine M, Lukas SE (2012) Age of onset of marijuana use and executive function. Psychol Addict Behav 26(3):496

    Article  PubMed  Google Scholar 

  • Hallford DJ, Austin DW, Takano K, Raes F (2018) Psychopathology and episodic future thinking: a systematic review and meta-analysis of specificity and episodic detail. Behav Res Ther 102:42–51

    Article  CAS  PubMed  Google Scholar 

  • Harvey PD (2019) Smoking cannabis and acquired impairments in cognition: starting early seems like a really bad idea. Am J Psychiatry 176(2):90–91

    Article  PubMed  Google Scholar 

  • Hasin, D. S., Kerridge, B. T., Saha, T. D., Huang, B., Pickering, R., Smith, S. M., . . . Grant, B. F. (2016). Prevalence and correlates of DSM-5 cannabis use disorder, 2012-2013: Findings from the National Epidemiologic Survey on Alcohol and Related Conditions–III. American Journal of Psychiatry, 173(6), 588-599

  • Hassabis D, Kumaran D, Vann SD, Maguire EA (2007) Patients with hippocampal amnesia cannot imagine new experiences. Proc Natl Acad Sci 104(5):1726–1731. https://doi.org/10.1073/pnas.0610561104

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hodgson, K., Almasy, L., Knowles, E. E., Kent Jr, J. W., Curran, J. E., Dyer, T. D., ... & Fox, P. T. (2017). The genetic basis of the comorbidity between cannabis use and major depression. Addiction112(1), 113-123

  • Irish M, Piolino P (2016) Impaired capacity for prospection in the dementias–theoretical and clinical implications. Br J Clin Psychol 55(1):49–68

    Article  PubMed  Google Scholar 

  • Irish M, Eyre N, Dermody N, O’Callaghan C, Hodges JR, Hornberger M, Piguet O (2016) Neural substrates of semantic prospection–evidence from the dementias. Front Behav Neurosci 10:96

    Article  PubMed  PubMed Central  Google Scholar 

  • Jacobus J, Goldenberg D, Wierenga CE, Tolentino NJ, Liu TT, Tapert SF (2012) Altered cerebral blood flow and neurocognitive correlates in adolescent cannabis users. Psychopharmacology 222(4):675–684

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jager G, Ramsey NF (2008) Long-term consequences of adolescent cannabis exposure on the development of cognition, brain structure and function: an overview of animal and human research. Curr Drug Abuse Rev 1(2):114–123

    Article  CAS  PubMed  Google Scholar 

  • Jing HG, Madore KP, Schacter DL (2017) Preparing for what might happen: An episodic specificity induction impacts the generation of alternative future events. Cognition 169:118–128. https://doi.org/10.1016/j.cognition.2017.08.010

    Article  PubMed  PubMed Central  Google Scholar 

  • Johnson MK, Foley MA, Suengas AG, Raye CL (1988) Phenomenal characteristics of memories for perceived and imagined autobiographical events. J Exp Psychol Gen 117(4):371

    Article  CAS  PubMed  Google Scholar 

  • Kalinowski A, Humphreys K (2016) Governmental standard drink definitions and low-risk alcohol consumption guidelines in 37 countries. Addiction 111(7):1293–1298

    Article  PubMed  Google Scholar 

  • Kanwisher N, McDermott J, Chun MM (1997) The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci 17(11):4302–4311

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kaviani H, Mousavi A (2008) Psychometric properties of the Persian version of Beck Anxiety Inventory (BAI). Tehran University Medical Journal TUMS Publications 66(2):136–140

    Google Scholar 

  • Koenders, L., Cousijn, J., Vingerhoets, W. A., van den Brink, W., Wiers, R. W., Meijer, C. J., . . . de Haan, L. (2016). Grey matter changes associated with heavy cannabis use: a longitudinal sMRI study. PloS one, 11(5).

  • Kroon E, Kuhns L, Cousijn J (2021a) The short-term and long-term effects of cannabis on cognition: recent advances in the field. Curr Opin Psychol 38:49–55. https://doi.org/10.1016/j.copsyc.2020.07.005

    Article  PubMed  Google Scholar 

  • Kroon, E., Kuhns, L., & Cousijn, J. (2021b). Context dependent differences in working memory related brain activity in heavy cannabis users. Psychopharmacology, 1–13.

  • Lane RD, Ryan L, Nadel L, Greenberg L (2015) Memory reconsolidation, emotional arousal, and the process of change in psychotherapy: new insights from brain science. Behav Brain Sci 38:1

    Article  Google Scholar 

  • Levine B, Svoboda E, Hay JF, Winocur G, Moscovitch M (2002) Aging and autobiographical memory: dissociating episodic from semantic retrieval. Psychol Aging 17(4):677

    Article  PubMed  Google Scholar 

  • Lorenzetti V, Batalla A, Cousijn J (2016a) Cannabis use disorders and altered brain morphology: where is the evidence? Curr Addict Rep 3(2):189–198

    Article  Google Scholar 

  • Lorenzetti V, Chye Y, Silva P, Solowij N, Roberts CA (2019) Does regular cannabis use affect neuroanatomy? An updated systematic review and meta-analysis of structural neuroimaging studies. Eur Arch Psychiatry Clin Neurosci 269(1):59–71

    Article  PubMed  Google Scholar 

  • Lorenzetti, V., Chye, Y., Suo, C., Walterfang, M., Lubman, D. I., Takagi, M., . . . Pantelis, C. (2020a). Neuroanatomical alterations in people with high and low cannabis dependence. Australian & New Zealand Journal of Psychiatry, 54(1), 68-75

  • Lorenzetti V, Solowij N, Yücel M (2016b) The role of cannabinoids in neuroanatomic alterations in cannabis users. Biol Psychiat 79(7):e17–e31

    Article  CAS  PubMed  Google Scholar 

  • Lorenzetti V, Hoch E, Hall W (2020b) Adolescent cannabis use, cognition, brain health and educational outcomes: a review of the evidence. Eur Neuropsychopharmacol 36:169–180

    Article  CAS  PubMed  Google Scholar 

  • Lovell ME, Akhurst J, Padgett C, Garry MI, Matthews A (2019) Cognitive outcomes associated with long-term, regular, recreational cannabis use in adults: a meta-analysis. Exp Clin Psychopharmacol 28(44):71–494

    Google Scholar 

  • Lubman DI, Cheetham A, Yücel M (2015) Cannabis and adolescent brain development. Pharmacol Ther 148:1–16

    Article  CAS  PubMed  Google Scholar 

  • Malek HB, Berna F, D’Argembeau A (2018) Envisioning the times of future events: the role of personal goals. Conscious Cogn 63:198–205

    Article  PubMed  Google Scholar 

  • Martin-Santos, R., Fagundo, A. B., Crippa, J. A., Atakan, Z., Bhattacharyya, S., Allen, P., ... & McGuire, P. (2010). Neuroimaging in cannabis use: a systematic review of the literature. Psychological medicine40(3), 383-398

  • Mashhoon Y, Sava S, Sneider J, Nickerson L, Silveri M (2015) Cortical thinness and volume differences associated with marijuana abuse in emerging adults. Drug Alcohol Depend 155:275–283

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Medina KL, Nagel BJ, Tapert SF (2010) Abnormal cerebellar morphometry in abstinent adolescent marijuana users. Psychiatry Research: Neuroimaging 182(2):152–159

    Article  PubMed  Google Scholar 

  • Meier, M. H., Caspi, A., Ambler, A., Harrington, H., Houts, R., Keefe, R. S., ... & Moffitt, T. E. (2012). Persistent cannabis users show neuropsychological decline from childhood to midlife. Proceedings of the National Academy of Sciences109(40), E2657-E2664

  • Mercuri K, Terrett G, Henry JD, Bailey PE, Curran HV, Rendell PG (2015) Episodic foresight deficits in long-term opiate users. Psychopharmacology 232(7):1337–1345

    Article  CAS  PubMed  Google Scholar 

  • Mercuri K, Terrett G, Henry JD, Curran HV, Elliott M, Rendell PG (2018) Episodic foresight deficits in regular, but not recreational, cannabis users. J Psychopharmacol 32(8):876–882

    Article  PubMed  Google Scholar 

  • Mion, M., Patterson, K., Acosta-Cabronero, J., Pengas, G., Izquierdo-Garcia, D., Hong, Y. T., . . . Nestor, P. J. (2010). What the left and right anterior fusiform gyri tell us about semantic memory. Brain, 133(11), 3256-3268. https://doi.org/10.1093/brain/awq272https://doi.org/10.1093/brain/awq272

  • Moreno-Rius J (2019) The cerebellum, THC, and cannabis addiction: findings from animal and human studies. Cerebellum 18(3):593–604

    Article  CAS  PubMed  Google Scholar 

  • Moustafa Ahmed A, Morris Alejandro N, ElHaj M (2018) A review on future episodic thinking in mood and anxiety disorders. Rev Neurosci 30(1):85–94

    Article  CAS  PubMed  Google Scholar 

  • Moustafa AA, Morris AN, Nandrino JL, Misiak B, Szewczuk-Bogusławska M, Frydecka D, El Haj M (2018) Not all drugs are created equal: impaired future thinking in opiate, but not alcohol, users. Exp Brain Res 236(11):2971–2981

    Article  CAS  PubMed  Google Scholar 

  • Nader DA, Sanchez ZM (2018) Effects of regular cannabis use on neurocognition, brain structure, and function: a systematic review of findings in adults. Am J Drug Alcohol Abuse 44(1):4–18. https://doi.org/10.1080/00952990.2017.1306746

    Article  PubMed  Google Scholar 

  • Nandrino J-L, El Haj M (2019) The grey future: overgenerality of emotional future thinking in alcohol-use disorders. Drug and Alcohol Dependence 205:107659

    Article  PubMed  Google Scholar 

  • Nasreddine, Z. S., Phillips, N. A., Bédirian, V., Charbonneau, S., Whitehead, V., Collin, I., . . . Chertkow, H. (2005). The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. Journal of the American Geriatrics Society, 53(4), 695-699

  • National Academies of Sciences, E., & Medicine. (2017). The health effects of cannabis and cannabinoids: the current state of evidence and recommendations for research: National Academies Press.

  • Nestor, L., Hester, R., & Garavan, H. (2010). Increased ventral striatal BOLD activity during non-drug reward anticipation in cannabis users. NeuroImage, 49(1), 1133 1143. https://doi.org/10.1016/j.neuroimage.2009.07.022

  • Noël X, Jaafari N, Bechara A (2017) Addictive behaviors: why and how impaired mental time matters? Prog Brain Res 235:219–237

    Article  PubMed  Google Scholar 

  • Noël X, Saeremans M, Kornreich C, Jaafari N, D’Argembeau A (2017b) Future-oriented mental time travel in individuals with disordered gambling. Conscious Cogn 49:227–236

    Article  PubMed  Google Scholar 

  • Okuda, J., Fujii, T., Ohtake, H., Tsukiura, T., Tanji, K., Suzuki, K., . . . Yamadori, A. (2003). Thinking of the future and past: the roles of the frontal pole and the medial temporal lobes. NeuroImage, 19(4), 1369-1380

  • Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9(1):97–113

    Article  CAS  PubMed  Google Scholar 

  • Orr, C., Spechler, P., Cao, Z., Albaugh, M., Chaarani, B., Mackey, S., . . . Bokde, A. L. (2019). Grey matter volume differences associated with extremely low levels of cannabis use in adolescence. Journal of Neuroscience, 39(10), 1817-1827

  • Palombo DJ, Di Lascio JM, Howard MW, Verfaellie M (2019) Medial temporal lobe amnesia is associated with a deficit in recovering temporal context. J Cogn Neurosci 31(2):236–248

    Article  PubMed  Google Scholar 

  • Palombo DJ, Keane MM, Verfaellie M (2015) The medial temporal lobes are critical for reward-based decision making under conditions that promote episodic future thinking. Hippocampus 25(3):345–353

    Article  PubMed  Google Scholar 

  • Palombo D, Hayes S, Peterson K, Keane M, Verfaellie M (2018) Medial temporal lobe contributions to episodic future thinking: scene construction or future projection? Cereb Cortex 28(2):447–458

    Article  CAS  PubMed  Google Scholar 

  • Paraskevaides T, Morgan CJ, Leitz JR, Bisby JA, Rendell PG, Curran HV (2010) Drinking and future thinking: acute effects of alcohol on prospective memory and future simulation. Psychopharmacology 208(2):301

    Article  CAS  PubMed  Google Scholar 

  • Parkar, S. R., Ramanathan, S., Nair, N., Batra, S. A., Adarkar, S. A., Pandit, A. G., . . . Baghel, N. S. (2010). Cannabis dependence: effects of cannabis consumption on inter-regional cerebral metabolic relationships in an Indian population. Indian journal of psychiatry, 52(3), 236

  • Parlar M, MacKillop E, Petker T, Murphy J, MacKillop J (2021) Cannabis use, age of initiation, and neurocognitive performance: findings from a large sample of heavy drinking emerging adults. J Int Neuropsychol Soc 27(6):533–545

    Article  PubMed  Google Scholar 

  • Pearson J, Rademaker RL, Tong F (2011) Evaluating the mind’s eye: the metacognition of visual imagery. Psychol Sci 22(12):1535–1542. https://doi.org/10.1177/0956797611417134

    Article  PubMed  Google Scholar 

  • Pins D, Meyer M-E, Foucher J, Humphreys G, Boucart M (2004) Neural correlates of implicit object identification. Neuropsychologia 42(9):1247–1259

    Article  CAS  PubMed  Google Scholar 

  • Pope HG, Gruber AJ, Hudson JI, Cohane G, Huestis MA, Yurgelun-Todd D (2003) Early-onset cannabis use and cognitive deficits: what is the nature of the association? Drug Alcohol Depend 69(3):303–310. https://doi.org/10.1016/S0376-8716(02)00334-4

    Article  PubMed  Google Scholar 

  • Rabin RA, Goodman MS, George TP, Barr MS (2014) Neurobiology of comorbid substance use disorders in mental illness: a closer look at the underlying commonalities between cannabis and schizophrenia. Curr Addict Rep 1(4):261–271

    Article  Google Scholar 

  • Race E, Keane MM, Verfaellie M (2011) Medial temporal lobe damage causes deficits in episodic memory and episodic future thinking not attributable to deficits in narrative construction. J Neurosci 31(28):10262–10269

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rafei P, Rezapour T, Bickel WK, Ekhtiari H (2021) Imagining the future to reshape the past: a path to combine cue extinction and memory reconsolidation with episodic foresight for addiction treatment. Front Psych 12:692645. https://doi.org/10.3389/fpsyt.2021.692645

    Article  Google Scholar 

  • Rezapour, T., Aupperle, R. L., Paulus, M. P., & Ekhtiari, H. (2020). Clinical translation and implementation neuroscience for novel cognitive interventions in addiction medicine. In Cognition and Addiction (pp. 393–404). Academic Press.

  • Rezapour T, DeVito EE, Sofuoglu M, Ekhtiari H (2016) Perspectives on neurocognitive rehabilitation as an adjunct treatment for addictive disorders: from cognitive improvement to relapse prevention. Prog Brain Res 224:345–369

    Article  PubMed  Google Scholar 

  • Rezvanfard, M., Ekhtiari, H., Noroozian, M., Rezvanifar, A., Nilipour, R., & KARIMI, J. G. (2011). The Rey Auditory Verbal Learning Test: alternate forms equivalency and reliability for the Iranian adult population (Persian version).

  • Riba J, Valle M, Sampedro F, Rodríguez-Pujadas A, Martínez-Horta S, Kulisevsky J, Rodríguez-Fornells A (2015) Telling true from false: cannabis users show increased susceptibility to false memories. Mol Psychiatry 20(6):772–777

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sabsevitz DS, Medler DA, Seidenberg M, Binder JR (2005) Modulation of the semantic system by word imageability. Neuroimage 27(1):188–200. https://doi.org/10.1016/j.neuroimage.2005.04.012

    Article  CAS  PubMed  Google Scholar 

  • Sagar KA, Dahlgren MK, Gönenç A, Racine MT, Dreman MW, Gruber SA (2015) The impact of initiation: early onset marijuana smokers demonstrate altered Stroop performance and brain activation. Dev Cogn Neurosci 16:84–92

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schacter DL (2012) Adaptive constructive processes and the future of memory. Am Psychol 67(8):603

    Article  PubMed  Google Scholar 

  • Schacter DL, Addis DR (2007) The cognitive neuroscience of constructive memory: remembering the past and imagining the future. Philosophical Transactions of the Royal Society b: Biological Sciences 362(1481):773–786

    Article  Google Scholar 

  • Schacter DL, Addis DR (2009) On the nature of medial temporal lobe contributions to the constructive simulation of future events. Philosophical Transactions of the Royal Society b: Biological Sciences 364(1521):1245–1253

    Article  Google Scholar 

  • Schacter DL, Addis DR, Buckner RL (2008) Episodic simulation of future events: concepts, data, and applications. Ann N Y Acad Sci 1124(1):39–60

    Article  PubMed  Google Scholar 

  • Schacter DL, Addis DR, Hassabis D, Martin VC, Spreng RN, Szpunar KK (2012) The future of memory: remembering, imagining, and the brain. Neuron 76(4):677–694

    Article  CAS  PubMed  Google Scholar 

  • Schacter DL, Benoit RG, Szpunar KK (2017) Episodic future thinking: mechanisms and functions. Curr Opin Behav Sci 17:41–50

    Article  PubMed  PubMed Central  Google Scholar 

  • Schaefer JD, Hamdi NR, Malone SM, Vrieze S, Wilson S, McGue M, Iacono WG (2021) Associations between adolescent cannabis use and young-adult functioning in three longitudinal twin studies. Proc Natl Acad Sci 118(14):e2013180118

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schuster RM, Crane NA, Mermelstein R, Gonzalez R (2015) Tobacco may mask poorer episodic memory among young adult cannabis users. Neuropsychology 29(5):759

    Article  PubMed  PubMed Central  Google Scholar 

  • Simons JS, Koutstaal W, Prince S, Wagner AD, Schacter DL (2003) Neural mechanisms of visual object priming: evidence for perceptual and semantic distinctions in fusiform cortex. Neuroimage 19(3):613–626

    Article  PubMed  Google Scholar 

  • Smith, S. M., Jenkinson, M., Woolrich, M. W., Beckmann, C. F., Behrens, T. E., Johansen-Berg, H., ... & Niazy, R. K. (2004). Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage23, S208-S219

  • Snider SE, LaConte SM, Bickel WK (2016) Episodic future thinking: expansion of the temporal window in individuals with alcohol dependence. Alcohol Clin Exp Res 40(7):1558–1566

    Article  PubMed  PubMed Central  Google Scholar 

  • Sofis MJ, Lemley SM, Lee DC, Budney AJ (2020) A web-based episodic specificity and future thinking session modulates delay discounting in cannabis users. Psychol Addict Behav 34(4):532

    Article  PubMed  PubMed Central  Google Scholar 

  • Solowij N, Pesa N (2012) Cannabis and cognition: short and long-term effects. Marijuana and Madness 2:91–102

    Google Scholar 

  • Stawarczyk D, D’Argembeau A (2015) Neural correlates of personal goal processing during episodic future thinking and mind-wandering: an ALE meta-analysis. Hum Brain Mapp 36(8):2928–2947

    Article  PubMed  PubMed Central  Google Scholar 

  • Stein JS, Wilson AG, Koffarnus MN, Daniel TO, Epstein LH, Bickel WK (2016) Unstuck in time: episodic future thinking reduces delay discounting and cigarette smoking. Psychopharmacology 233(21–22):3771–3778

    Article  CAS  PubMed  Google Scholar 

  • Suddendorf T, Corballis MC (2007) The evolution of foresight: what is mental time travel, and is it unique to humans? Behavioral and Brain Sciences 30(3):299–313

    Article  PubMed  Google Scholar 

  • Suddendorf T, Addis DR, Corballis MC (2009) Mental time travel and the shaping of the human mind. Philos Trans R Soc Lond B Biol Sci 364(1521):1317–1324. https://doi.org/10.1098/rstb.2008.0301

    Article  PubMed  PubMed Central  Google Scholar 

  • Suddendorf, T., Brinums, M., & Imuta, K. (2016). Shaping one’s future self–The development of deliberate practice. Seeing the future: Theoretical perspectives on future-oriented mental time travel, 343–366.

  • Summerfield JJ, Hassabis D, Maguire EA (2010) Differential engagement of brain regions within a ‘core’network during scene construction. Neuropsychologia 48(5):1501–1509

    Article  PubMed  PubMed Central  Google Scholar 

  • Sweigert J, Pagulayan K, Greco G, Blake M, Larimer M, Kleinhans NM (2019) A multimodal investigation of cerebellar integrity associated with high-risk cannabis use. Addict Biol 25(6):e12839

    PubMed  Google Scholar 

  • Szpunar KK, Watson JM, McDermott KB (2007) Neural substrates of envisioning the future. Proc Natl Acad Sci 104(2):642–647. https://doi.org/10.1073/pnas.0610082104

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Terrett G, Lyons A, Henry JD, Ryrie C, Suddendorf T, Rendell PG (2017) Acting with the future in mind is impaired in long-term opiate users. Psychopharmacology 234(1):99–108. https://doi.org/10.1007/s00213-016-4442-3

    Article  CAS  PubMed  Google Scholar 

  • Tervo-Clemmens B, Simmonds D, Calabro FJ, Day NL, Richardson GA, Luna B (2018) Adolescent cannabis use and brain systems supporting adult working memory encoding, maintenance, and retrieval. Neuroimage 169:496–509

    Article  PubMed  Google Scholar 

  • Umut G, Atagun MI, Evren C, Cengel HY, Hisim O, Keskinkilic C (2016) The changes of the cognitive and psychomotor functions in the chronic cannabis users after a month of remission. Klinik Psikofarmakoloji Bülteni-Bulletin of Clinical Psychopharmacology 26(2):109–118

    Article  CAS  Google Scholar 

  • Van Daele T, Van den Bergh O, Van Audenhove C, Raes F, Hermans D (2013) Reduced memory specificity predicts the acquisition of problem solving skills in psychoeducation. J Behav Ther Exp Psychiatry 44(1):135–140

    Article  PubMed  Google Scholar 

  • Verfaellie M, Race E, Keane MM (2012) Medial temporal lobe contributions to future thinking: Evidence from neuroimaging and amnesia. Psychologica Belgica 52(2–3):77

    Article  PubMed  Google Scholar 

  • Volkow ND, Baler RD, Compton WM, Weiss SR (2014) Adverse health effects of marijuana use. N Engl J Med 370(23):2219–2227

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Volkow, N. D., Swanson, J. M., Evins, A. E., DeLisi, L. E., Meier, M. H., Gonzalez, R., . . . Baler, R. (2016). Effects of cannabis use on human behavior, including cognition, motivation, and psychosis: a review. JAMA Psychiatry, 73(3), 292-297

  • Voss AT, Jorgensen MK, Murphy JG (2021) Episodic future thinking as a brief alcohol intervention for heavy drinking college students: a pilot feasibility study. Exp Clin Psychopharmacol. https://doi.org/10.1037/pha0000451

    Article  PubMed  Google Scholar 

  • Wang YP, Gorenstein C (2013) Psychometric properties of the Beck Depression Inventory-II: a comprehensive review. Rev. Bras. Psiquiatr 35(4):416–431. https://doi.org/10.1590/1516-4446-2012-1048

    Article  PubMed  Google Scholar 

  • Weiler JA, Suchan B, Daum I (2010) When the future becomes the past: differences in brain activation patterns for episodic memory and episodic future thinking. Behav Brain Res 212(2):196–203

    Article  PubMed  Google Scholar 

  • Weiner KS, Zilles K (2016) The anatomical and functional specialization of the fusiform gyrus. Neuropsychologia 83:48–62

    Article  PubMed  Google Scholar 

  • Weinstein A, Livny A, Weizman A (2016) Brain imaging studies on the cognitive, pharmacological and neurobiological effects of cannabis in humans: evidence from studies of adult users. Curr Pharm Des 22(42):6366–6379

    Article  CAS  PubMed  Google Scholar 

  • Wetherill RR, Fang Z, Jagannathan K, Childress AR, Rao H, Franklin TR (2015) Cannabis, cigarettes, and their co-occurring use: disentangling differences in default mode network functional connectivity. Drug Alcohol Depend 153:116–123

    Article  PubMed  PubMed Central  Google Scholar 

  • Wetherill RR, Hager N, Jagannathan K, Mashhoon Y, Pater H, Childress AR, Franklin TR (2016) Early versus late onset of cannabis use: differences in striatal response to cannabis cues. Cannabis and Cannabinoid Research 1(1):229–233

    Article  PubMed  PubMed Central  Google Scholar 

  • Willford JA, Goldschmidt L, De Genna NM, Day NL, Richardson GA (2021) A longitudinal study of the impact of marijuana on adult memory function: prenatal, adolescent, and young adult exposures. Neurotoxicol Teratol 84:106958

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wong, D. F., Kuwabara, H., Horti, A. G., Raymont, V., Brasic, J., Guevara, M., . . . Nandi, A. (2010). Quantification of cerebral cannabinoid receptors subtype 1 (CB1) in healthy subjects and schizophrenia by the novel PET radioligand [11C] OMAR. NeuroImage, 52(4), 1505-1513

  • World Health Organization. World Drug Report 2019. United Nations Office on Drugs Crime, 2019 (No. 978, p. 92). Report.

  • Yücel M, Solowij N, Respondek C, Whittle S, Fornito A, Pantelis C, Lubman DI (2008) Regional brain abnormalities associated with long-term heavy cannabis use. Arch Gen Psychiatry 65(6):694–701

    Article  PubMed  Google Scholar 

  • Zehra A, Burns J, Liu CK, Manza P, Wiers CE, Volkow ND, Wang GJ (2018) Cannabis addiction and the brain: a review. J Neuroimmune Pharmacol 13(4):438–452

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We thank the National Brain Mapping Lab (NBML) for their excellent services, and Minoo Sisakhti, who kindly assisted with the fMRI task design and data analyses.

Author information

Authors and Affiliations

Authors

Contributions

PR, TR, JH, and SAHB designed the study. PR managed the literature searches. PR and SAHB contributed to fMRI data acquisition and analyses. PR and TR undertook the statistical analyses, and PR, TR, and VL wrote the first draft of the manuscript. AVG and JH supervised the interpretations of the findings and discussion of approach. All authors contributed to and have approved the final manuscript.

Corresponding author

Correspondence to Javad Hatami.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This article belongs to a Special Issue on Cannabis and Cannabinoids

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1345 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rafei, P., Rezapour, T., Batouli, S.A.H. et al. How do cannabis users mentally travel in time? Evidence from an fMRI study of episodic future thinking. Psychopharmacology 239, 1441–1457 (2022). https://doi.org/10.1007/s00213-021-06002-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00213-021-06002-7

Keywords

Navigation