Skip to main content

Advertisement

Log in

Impact of smoking abstinence on working memory neurocircuitry in adolescent daily tobacco smokers

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

Abstract

Rationale

Efficient function of neurocircuitry that supports working memory occurs within a narrow range of dopamine neurotransmission. Work in rodents has shown that exposure to nicotine during adolescence leads to nicotine withdrawal emergent alterations in cortical and subcortical dopamine neurotransmission.

Objectives

To test for evidence that the efficiency of neurocircuitry supporting working memory is altered during acute smoking abstinence in adolescent daily tobacco smokers.

Materials and methods

Fifty-five adolescent daily tobacco smokers were compared with 38 nonsmokers using functional magnetic resonance imaging while subjects performed a verbal working memory task. Smokers were studied during smoking and after 24 h of abstinence from tobacco use.

Results

Performance of a task with high working memory load in the context of smoking abstinence was associated with greater activation of components of the verbal working memory neurocircuit, including left ventrolateral prefrontal cortex and left inferior parietal lobe, among smokers relative to nonsmokers. During smoking abstinence, smokers failed to exhibit increases in functional connectivity between components of the working memory neurocircuit with increasing working memory load observed in nonsmoking adolescents and in prior studies of adults.

Conclusions

Smoking abstinence in adolescent smokers is associated with reductions in the efficiency of working memory neurocircuitry and alterations in the functional coordination between components of the working memory neurocircuit. These alterations may stem from effects of nicotine exposure on catecholaminergic systems during adolescent development.

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

References

  • Aalto S, Bruck A, Laine M, Nagren K, Rinne JO (2005) Frontal and temporal dopamine release during working memory and attention tasks in healthy humans: a positron emission tomorgraphy study using the high-affinity dopamine D2 receptor ligand [11C]FLB 457. J Neurosci 25:2471–2477

    Article  PubMed  CAS  Google Scholar 

  • Abreu-Villaca Y, Seidler FJ, Slotkin TA (2003) Impact of adolescent nicotine exposure on adenylyl cyclase-mediated cell signaling: enzyme induction, neurotransmitter-specific effects, regional selectivities, and the role of withdrawal. Brain Res 988:164–172

    Article  PubMed  CAS  Google Scholar 

  • Arnsten AFT, Goldman-Rakic PS (1998) Noise stress impairs prefrontal cortical cognitive function in monkeys: evidence for a hyperdopaminergic mechanism. Arch Gen Psychiatry 55:362–368

    Article  PubMed  CAS  Google Scholar 

  • Ashburner J, Friston KJ (1999) Nonlinear spatial normalization using basis functions. Hum Brain Mapp 7:254–266

    Article  PubMed  CAS  Google Scholar 

  • Beck AT, Ward CH, Mendelson M, Mock J, Erbaugh J (1961) An inventory for measuring depression. Arch Gen Psychiatry 4:561–571

    PubMed  CAS  Google Scholar 

  • Blake J, Smith A (1997) Effects of smoking and smoking deprivation on the articulatory loop of working memory. Hum Psychopharmacol 12:259–264

    Article  Google Scholar 

  • Bowers TL, Pantle ML (1998) Shipley institute for living scale and the Kaufman brief intelligence test as screening instruments for intelligence. Assessment 5:187–195

    Article  PubMed  CAS  Google Scholar 

  • Colby SM, Tiffany ST, Shiffman S, Niaura RS (2000) Are adolescent smokers dependent on nicotine? A review of the evidence. Drug Alcohol Depend 59:S83–S95

    Article  PubMed  Google Scholar 

  • Conners CK (1998) Rating scales in attention-deficit/hyperactivity disorder: use in assessment and treatment monitoring. J Clin Psychiatry 59(Suppl 7):24–30

    PubMed  Google Scholar 

  • Denckla MB (1985) Revised neurological examination for subtle signs. Psychopharmacol Bull 21:773–800

    PubMed  CAS  Google Scholar 

  • Ernst M, Heishman SJ, Spurgeon L, London ED (2001a) Smoking history and nicotine effects on cognitive performance. Neuropsychopharmacology 25:313–319

    Article  PubMed  CAS  Google Scholar 

  • Ernst M, Matochik JA, Heishman SJ, Van Horn JD, Jons PH, Henningfield JE, London ED (2001b) Effect of nicotine on brain activation during performance of a working memory task. Proc Natl Acad Sci 98:4728–4733

    Article  PubMed  CAS  Google Scholar 

  • Friston KJ (1994) Functional and effective connectivity in neuroimaging: a synthesis. Hum Brain Mapp 2:56–57

    Article  Google Scholar 

  • Gazzaley A, Rissman J, D’Esposito M (2004) Functional connectivity during working memory maintenance. Cognitive, Affective, and Behavioral Neuroscience 4:580–599

    Article  PubMed  Google Scholar 

  • Genovese CR, Lazar NA, Nichols T (2002) Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 15:870–878

    Article  PubMed  Google Scholar 

  • Heatherton TF, Kozlowski LT, Frecker RC, Fagerstrom KO (1991) The Fagerstrom test for nicotine dependence: a revision of the Fagerstrom tolerance questionnaire. Br J Addict 86:1119–1127

    Article  PubMed  CAS  Google Scholar 

  • Hughes J, Hatsukami DK (1998) Errors in using tobacco withdrawal scale. Tobacco Control 7:92–93

    PubMed  CAS  Google Scholar 

  • Jacobsen LK, Krystal JH, Mencl WE, Westerveld M, Frost SJ, Pugh KR (2005) Effects of smoking and smoking abstinence on cognition in adolescent tobacco smokers. Biol Psychiatry 57:56–66

    Article  PubMed  Google Scholar 

  • Jaeggi SM, Seewer R, Nirkko AC, Eckstein D, Schroth G, Groner R, Gutbrod K (2003) Does excessive memory load attenuate activation in the prefrontal cortex? Load-dependent processing in single and dual tasks: functional magnetic resonance imaging study. Neuroimage 19:210–225

    Article  PubMed  Google Scholar 

  • Jarrold C, Towse JN (2006) Individual differences in working memory. Neuroscience 139:39–50

    Article  PubMed  CAS  Google Scholar 

  • Johnston LD, O’Malley PM, Bachman JG, Schulenberg JE (2006) Monitoring the future national survey results on drug use, 1975–2005, vol 1: secondary school students. National Institute on Drug Abuse, Bethesda, MD

    Google Scholar 

  • Jonides J, Schumacher EH, Smith EE, Koeppe RA, Awh E, Reuter-Lorenz PA, Marshuetz C, Willis CR (1998) The role of parietal cortex in verbal working memory. J Neurosci 18:5026–5034

    PubMed  CAS  Google Scholar 

  • Kandel D, Schaffran C, Griesler P, Samuolis J, Davies M, Galanti R (2005) On the measurement of nicotine dependence in adolescence: comparisons of the mFTQ and a DSM-IV-based scale. J Pediatr Psychol 30:319–332

    Article  PubMed  Google Scholar 

  • Kaufman J, Birmaher B, Brent D, Rao U, Ryan N (1996) The schedule for affective disorders and schizophrenia for school aged children: present and lifetime version. Western Psychiatric Institute and Clinic, University of Pittsburgh, Pittsburgh

    Google Scholar 

  • Kimberg DY, D’Esposito M, Farah MJ (1997) Effects of bromocriptine on human subjects depend on working memory capacity. Neuroreport 8:3581–3585

    Article  PubMed  CAS  Google Scholar 

  • Klingberg T, O’Sullivan B, Roland P (1997) Bilateral activation of fronto-parietal networks by incrementing demand in a working memory task. Cerebral Cortex 7:465–471

    Article  PubMed  CAS  Google Scholar 

  • Lenartowicz A, McIntosh AR (2005) The role of anterior cingulate cortex in working memory is shaped by functional connectivity. J Cognit Neurosci 17:1026–1042

    Article  Google Scholar 

  • March JS, Parker JD, Sullivan K, Stallings P, Conners CK (1997) The multidimensional anxiety scale for children (MASC): factor structure, reliability, and validity. J Am Acad Child Adolesc Psych 36:554–565

    Article  CAS  Google Scholar 

  • Mattay VS, Goldberg TE, Fera F, Hariri AR, Tessitore A, Egan MF, Kolachana B, Callicott JH, Weinberger DR (2003) Catechol O-methyltransferase val158-met genotype and individual variation in the brain response to amphetamine. Proc Natl Acad Sci 100:6186–6191

    Article  PubMed  CAS  Google Scholar 

  • McIntosh AR, Bookstein FL, Haxby JV, Grady CL (1996) Spatial pattern analysis of functional brain images using partial least squares. Neuroimage 3:143–157

    Article  PubMed  CAS  Google Scholar 

  • Mehta MA, Owen AM, Sahakian BJ, Mavaddat N, Pickard JD, Robbins TW (2000) Methylphenidate enhance working memory by modulating discrete frontal and parietal lobe regions in the human brain. J Neurosci 20:RC65

    PubMed  CAS  Google Scholar 

  • Meyers K, McLellan AT, Jaeger JL, Pettinati HM (1995) The development of the comprehensive addiction severity index for adolescents (CASI-A). An interview for assessing multiple problems of adolescents. J Subst Abuse Treat 12:181–193

    Article  PubMed  CAS  Google Scholar 

  • Papademetris X, Jackowski AP, Schultz RT, Staib LH, Duncan JS (2003) Computing 3D non-rigid brain registrations using extended robust point matching for composite multisubject fMRI analysis. In: Ellis RE, Peters TM (eds) Medical image computing and computer assisted intervention. Springer, Berlin Heidelberg New York, pp 788–795

    Google Scholar 

  • Paulesu E, Frith CD, Frackowiak RSJ (1993) The neural correlates of the verbal component of working memory. Nature 362:342–345

    Article  PubMed  CAS  Google Scholar 

  • Peachey JE, Lei H (1988) Assessment of opioid dependence with naloxone. Br J Addict 83:193–201

    Article  PubMed  CAS  Google Scholar 

  • Phillips AG, Ahn S, Floresco SB (2004) Magnitude of dopamine release in medial prefrontal cortex predicts accuracy of memory on a delayed response task. J Neurosci 24:547–553

    Article  PubMed  CAS  Google Scholar 

  • Ravizza SM, Delgado MR, Chein JM, Becker JT, Fiez JA (2004) Functional dissociations within the inferior parietal cortex in verbal working memory. Neuroimage 22:562–573

    Article  PubMed  Google Scholar 

  • Shiffman SM, Jarvik ME (1976) Smoking withdrawal symptoms in two weeks of abstinence. Psychopharmacology 50:35–39

    Article  PubMed  CAS  Google Scholar 

  • Shiffman S, Paty JA, Gnys M, Kassel JD, Elash C (1995) Nicotine withdrawal in chippers and regular smokers: subjective and cognitive effects. Health Psychol 14:301–309

    Article  PubMed  CAS  Google Scholar 

  • Stanislaw H, Todorov N (1999) Calculation of signal detection theory measures. Behavior Research Methods, Instruments, & Computers 31:137–149

    CAS  Google Scholar 

  • Talairach J, Tournoux P (1988) Co-planar stereotaxic atlas of the human brain. Thieme Medical, New York

    Google Scholar 

  • Tiffany ST, Drobes DJ (1991) The development and initial validation of a questionnaire on smoking urges. Br J Addict 86:1467–1476

    Article  PubMed  CAS  Google Scholar 

  • Trauth JA, Seidler FJ, McCook EC, Slotkin TA (1999) Adolescent nicotine exposure causes persistent upregulation of nicotinic cholinergic receptors in rat brain regions. Brain Res 851:9–19

    Article  PubMed  CAS  Google Scholar 

  • Trauth JA, Seidler FJ, Slotkin TA (2000) Persistent and delayed behavioral changes after nicotine treatment in adolescent rats. Brain Res 880:167–172

    Article  PubMed  CAS  Google Scholar 

  • Trauth JA, Seidler FJ, Ali SF, Slotkin TA (2001) Adolescent nicotine exposure produces immediate and long-term changes in CNS noradrenergic and dopaminergic function. Brain Res 892:269–280

    Article  PubMed  CAS  Google Scholar 

  • Watanabe M, Kodama T, Kikosaka K (1997) Increase of extracellular dopamine in primate prefrontal cortex during a working memory task. J Neurophysiol 78:2795–2798

    PubMed  CAS  Google Scholar 

  • Williams GV, Castner SA (2006) Under the curve: critical issues for elucidating D1 receptor function in working memory. Neuroscience 139:263–276

    Article  PubMed  CAS  Google Scholar 

  • Williams GV, Goldman-Rakic PS (1995) Modulation of memory fields by dopamine D1 receptors in prefrontal cortex. Nature 376:572–575

    Article  PubMed  CAS  Google Scholar 

  • Woods RP (1996) Modeling for intergroup comparisons of imaging data. Neuroimage 4:S84–S94

    Article  PubMed  CAS  Google Scholar 

  • Woodward TS, Cairo TA, Ruff CC, Takane Y, Hunter MA, Ngan ETC (2006) Functional connectivity reveals load dependent neural systems underlying encoding and maintenance in verbal working memory. Neuroscience 139:317–325

    Article  PubMed  CAS  Google Scholar 

  • Xu J, Mendrek A, Cohen MS, Monterosso J, Rodriguez P, Simon SL, Brody A, Jarvik M, Domier CP, Olmstead R, Ernst M, London ED (2005) Brain activity in cigarette smokers performing a working memory task: effect of smoking abstinence. Biol Psychiatry 58:143–150

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgment

This research was supported by National Institutes of Health grants DA14655, DA017333, RR06022, and M01RR000125. BioImage Suite was developed with support from NIH RO1 EB006494. The authors thank Jonathan S. Feinstein, PhD for statistical consultation and the subjects and their families for their participation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Leslie K. Jacobsen.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Fig. S1

PLS analysis. On the left are shown factor loadings for the first component of the PLS analysis, which accounted for 83% of the variance, primarily reflected positive functional connectivity between the left inferior frontal gyrus and adjacent tissue, with similar loadings across groups and task conditions (factor loadings: smokers: 1-back = 0.39, 2-back = 0.40; nonsmokers: 1-back = 0.63, 2-back = 0.54). Connectivity maps for this component are shown on the right, where red/yellow indicates regions demonstrating positive functional connectivity with the seed region (encircled in green; Talairach coordinates: X = −56, Y = 7, Z = 24) that is consistent with the factor loadings. 1B binaural 1-back task, 2B binaural 2-back task, S smokers, NS nonsmokers (GIF 440 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Jacobsen, L.K., Mencl, W.E., Constable, R.T. et al. Impact of smoking abstinence on working memory neurocircuitry in adolescent daily tobacco smokers. Psychopharmacology 193, 557–566 (2007). https://doi.org/10.1007/s00213-007-0797-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00213-007-0797-9

Keywords

Navigation