Abstract
Rationale
There has been little study of the very early time course of the smoking withdrawal syndrome, despite its relevance to the maintenance of both smoking and postcessation abstinence. The literature contains a range of estimates about the early appearance of withdrawal symptoms, but without reference to empirical data.
Objectives
The study aim was to conduct a comprehensive, multimodal assessment of the early time course of the symptoms associated with smoking withdrawal among cigarette smokers.
Methods
Participants were 50 smokers randomly assigned to either abstain or smoke at their own pace during 4 h in the laboratory. Dependent measures included resting heart rate, sustained attention (Rapid Visual Information Processing task; RVIP), selective attention to smoking stimuli (an emotional Stroop task), and self-report (Wisconsin Smoking Withdrawal Scale; WSWS). After baseline assessment, participants were assigned to the two conditions and the dependent measures were collected every 30 min.
Results
Generalized estimating equations revealed that abstaining participants displayed greater withdrawal than smoking participants on all measures with the exception of the Stroop task. Statistically significant differences in withdrawal were found within 60 min on heart rate, within 30 min on the RVIP, and between 30 and 180 min postcessation on the various subscales of the WSWS.
Conclusions
These findings provide the first evidence of the early time course of smoking withdrawal symptoms, although further research is needed to distinguish withdrawal from drug offset effects. Implications for understanding the maintenance of daily smoking and for the treatment of tobacco dependence are discussed.
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References
al’Absi M, Amunrud T, Wittmers LE (2002) Psychophysiological effects of nicotine abstinence and behavioral challenges in habitual smokers. Pharmacol Biochem Behav 72:707–716
American Psychiatric Association (1994) Diagnostic and statistical manual of mental disorders, 4th edn. American Psychiatric Association, Washington DC
Baker TB, Brandon TH, Chassin L (2004a) Motivational influences on cigarette smoking. Annu Rev Psychol 55:463–491
Baker TB, Piper ME, McCarthy DE, Majeskie MR, Fiore MC (2004b) Addiction motivation reformulated: an affective processing model of negative reinforcement. Psychol Rev 111:33–51
Baldinger B, Hasenfratz M, Bättig K (1995) Comparison of the effects of nicotine on a fixed rate and a subject-paced version of the rapid information processing task. Psychopharmacology 121:396–400
Bell SL, Taylor RC, Singleton EG, Henningfield JE, Heishman SJ (1999) Smoking after nicotine deprivation enhances cognitive performance and decreases tobacco craving in drug abusers. Nicotine Tob Res 1:45–52
Braver TS, Barch DM, Keys BA, Carter CS, Cohen JD, Kaye JA et al (2001) Cognitive processing in older adults: evidence for a theory relating cognitive control to neurobiology in healthy aging. J Exp Psychol Gen 130:746–763
Cook MR, Gerkovich MM, Graham C, Hoffman SJ, Peterson RC (2003) Effects of nicotine patch on performance during the first week of smoking cessation. Nicotine Tob Res 5:169–180
Drobes DJ, Tiffany ST (1997) Induction of smoking urge through imaginal and in vivo procedures: physiological and self-report manifestations. J Abnorm Psychol 106:15–25
Edwards JA, Wesnes K, Warburton DM, Gale A (1985) Evidence of more rapid stimulus evaluation following cigarette smoking. Addict Behav 10:113–126
Etter JF, Hughes JR (2006) A comparison of the psychometric properties of three cigarette withdrawal scales. Addiction 101:362–372
Fichtenberg CM, Glantz SA (2002) Effect of smoke-free workplaces on smoking behaviour: systematic review. BMJ 325:188–191
Foulds J, Stapleton J, Swettenham J, Bell N, McSorley K, Russell MA (1996) Cognitive performance effects of subcutaneous nicotine in smokers and never-smokers. Psychopharmacology 127:31–38
Giannakoulas G, Katramados A, Melas N, Diamantopoulos I, Chimonas E (2003) Acute effects of nicotine withdrawal syndrome in pilots during flight. Aviat Space Environ Med 74:247–251
Gilbert DG, Izetelny A, Radtke R, Hammersley J, Rabinovich NE, Jameson TR, Huggnevik JI (2005) Dopamine receptor (DRD2) genotype-dependent effects of nicotine on attention and distraction during rapid visual information processing. Nicotine Tob Res 7:361–379
Goldman MS (1999) Expectancy operation: cognitive-neural models and architectures. In: Kirsch I (ed) How expectancies shape experience. American Psychological Association, Washington DC, pp 41–63
Gross J, Stitzer ML (1989) Nicotine replacement: ten-week effects on tobacco withdrawal symptoms. Psychopharmacology 98:334–341
Gross TM, Jarvik ME, Rosenblatt MR (1993) Nicotine abstinence produces content-specific Stroop interference. Psychopharmacology 110:333–336
Gross J, Lee J, Stitzer ML (1997) Nicotine-containing versus de-nicotinized cigarettes: effects on craving and withdrawal. Pharmacol Biochem Behav 57:159–165
Hasenfratz M, Bättig K (1993) Psychophysiological interactions between smoking and stress coping? Psychopharmacology 113:37–44
Hatsukami DK, Pickens RW, Svikis DS, Hughes JR (1988) Smoking topography and nicotine blood levels. Addict Behav 13:91–95
Hatsukami D, Fletcher L, Morgan S, Keenan R, Amble P (1989) The effects of varying cigarette deprivation duration on cognitive and performance tasks. J Subst Abuse 1:407–416
Heatherton TF, Kozlowski LT, Frecker RC, Fagerström KO (1991) The Fagerström Test for Nicotine Dependence: a revision of the Fagerström Tolerance Questionnaire. Br J Addict 86:1119–1127
Heishman SJ, Taylor RC, Henningfield JE (1994) Nicotine and smoking: a review of effects on human performance. Exp Clin Psychopharmacol 2:345–395
Hendricks PS, Brandon TH (2005) Smoking expectancy associates among college smokers. Addict Behav 30:235–245
Herbert M, Foulds J, Fife-Schaw C (2001) No effect of cigarette smoking on attention or mood in non-deprived smokers. Addiction 96:1349–1356
Hirshman E, Rhodes DK, Zinser M, Merritt P (2004) The effect of tobacco abstinence on recognition memory, digit span recall, and attentional vigilance. Exp Clin Psychopharmacol 12:76–83
Hugdahl K (1981) The three-systems-model of fear and emotion: a critical examination. Behav Res Ther 24:587–596
Hughes JR (1992) Tobacco withdrawal in self-quitters. J Consult Clin Psychol 60:689–697
Hughes JR, Hatsukami DK (1986) Signs and symptoms of tobacco withdrawal. Arch Gen Psychiatry 43:289–294
Hughes JR, Keenan RM, Yellin A (1989) Effect of tobacco withdrawal on sustained attention. Addict Behav 14:577–580
Hughes JR, Higgins ST, Hatsukami DK (1990) Effects of abstinence from tobacco: a critical review. In:Kozlowski LT, Annis H, Cappell HD, Glaser F, Goodstadt M, Israel Y, Kalant H, Sellers EM, Vingillis J (eds) Research advances in alcohol and drug problems, vol 10. Plenum Press, New York, pp 317–398
Hughes JR, Gust SW, Skoog K, Keenan RM, Fenwick JW (1991) Symptoms of tobacco withdrawal. A replication and extension. Arch Gen Psychiatry 48:52–59
Hughes JR, Higgins ST, Bickel WK (1994) Nicotine withdrawal versus other drug withdrawal syndromes: similarities and dissimilarities. Addiction 89:1461–1470
Kassel JD (1997) Smoking and attention: a review and reformulation of the stimulus-filter hypothesis. Clin Psychol Rev 17:451–478
Killen JD, Ammerman S, Rojas N, Varady J, Haydel F, Robinson TN (2001) Do adolescent smokers experience withdrawal effects when deprived of nicotine? Exp Clin Psychopharmacol 9:176–182
Kirsch I (1985) Response expectancy as a determinant of experience and behavior. Am Psychol 40:1189–1202
Kučera H, Francis WN (1967) Computational analysis of present day American English. Brown University Press, Providence RI
Lang PJ (1968) Fear reduction and fear behavior: problems in treating a construct. In: Shlien JM (ed) Research in psychotherapy, vol. 3. American Psychological Association, Washington DC, pp 90–103
Lawrence NS, Ross TJ, Stein EA (2002) Cognitive mechanisms of nicotine on visual attention. Neuron 36:539–548
Liang KY, Zeger SL (1986) Longitudinal data analysis using generalized linear models. Biometrika 73:13–22
MacLeod CM (1991) Half a century of research on the Stroop effect: an integrative review. Psychol Bull 109:163–203
Mancuso G, Andres P, Ansseau M, Tirelli E (1999a) Effects of nicotine administered via a transdermal delivery system on vigilance: a repeated measure study. Psychopharmacology 142:18–23
Manusco G, Warburton DM, Mélen M, Sherwood N, Tirelli E (1999b) Selective effects of nicotine on attentional processes. Psychopharmacology 146:199–204
Mancuso G, Lejeune M, Ansseau M (2001) Cigarette smoking and attention: processing speed or specific effects? Psychopharmacology 155:372–378
Mogg K, Bradley BP (2002) Selective processing of smoking-related cues in smokers: manipulation of deprivation level and comparison of three measures of processing bias. J Psychopharmacol 16:385–392
Munafo M, Mogg K, Roberts S, Bradley BP, Murphy M (2003) Selective processing of smoking-related cues in current smokers, ex-smokers and never-smokers on the modified Stroop task. J Psychopharmacol 17:310–316
Nelson DL, McEvoy CL, Schreiber TA (1998) The University of South Florida word association, rhyme, and word fragment norms. http://w3.usf.edu/FreeAssociation
Parrott AC, Winder G (1989) Nicotine chewing gum (2 mg, 4 mg) and cigarette smoking: comparative effects upon vigilance and heart rate. Psychopharmacology 97:257–261
Parrott AC, Roberts G (1991) Smoking deprivation and cigarette reinstatement: effects upon visual attention. J Psychopharmacol 5:404–409
Parrott AC, Craig D (1992) Cigarette smoking and nicotine gum (0, 2, and 4 mg): effects upon four visual attention tasks. Neuropsychobiology 25:34–43
Parrott AC, Garnham NJ, Wesnes K, Pincock C (1996) Cigarette smoking and abstinence: comparative effects upon cognitive task performance and mood state over 24 hours. Hum Psychopharmac 11:391–400
Petrie RXA, Deary IJ (1989) Smoking and human information processing. Psychopharmacology 99:393–396
Piasecki TM, Fiore MC, Baker TB (1998) Profiles in discouragement: two studies of variability in the time course of withdrawal symptoms. J Abnorm Psychol 107:238–251
Piasecki TM, Niaura R, Shadel WG, Abrams DB, Goldstein MG, Fiore MC, Baker TB (2000) Smoking withdrawal dynamics in unaided quitters. J Abnorm Psychol 109:74–86
Piasecki TM, Jorenby DE, Smith SS, Fiore MC, Baker TB (2003a) Smoking withdrawal dynamics: I. Abstinence distress in lapsers and abstainers. J Abnorm Psychol 112:3–13
Piasecki, TM, Jorenby DE, Smith SS, Fiore MC, Baker TB (2003b) Smoking withdrawal dynamics: II. Improved tests of withdrawal-relapse relations. J Abnorm Psychol 112:14–27
Pomerleau OF, Pomerleau CS, Marks JL (2000) Abstinence effects and reactivity to nicotine during 11 days of smoking deprivation. Nicotine Tob Res 2:149–157
Powell J, Trait S, Lessiter J (2002) Cigarette smoking and attention to signals of reward and threat in the Stroop paradigm. Addiction 97:1163–1170
Rachman S, Hodgson R (1974) I. Synchrony and desynchrony in fear and avoidance. Behav Res Ther 12:311–318
Revell AD (1988) Smoking and performance-a puff-by-puff analysis. Psychopharmacology 96:563–565
Rose JE (2006) Nicotine and nonnicotine factors in cigarette addiction. Psychopharmacology 184:274–285
Rose JE, Behm FM, Westman EC, Kukovich P (2006) Precessation treatment with nicotine skin patch facilitates smoking cessation. Nicotine Tob Res 8:89–101
Russell MA (1988) Nicotine replacement: the role of blood nicotine levels, their rate of change, and nicotine tolerance. Prog Clin Biol Res 261:63–94
Schneider NG, Jarvik ME, Forsythe AB (1984) Nicotine versus placebo gum in the alleviation of withdrawal during smoking cessation. Addict Behav 9:149–156
Schuh KJ, Stitzer ML (1995) Desire to smoke during spaced smoking intervals. Psychopharmacology 120:289–295
Shiffman S, Jarvik ME (1976) Smoking withdrawal symptoms in two weeks of abstinence. Psychopharmacology 50:35–39
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
Shiffman S, Johnston JA, Khayrallah M, Elash CA, Gwaltney CJ, Paty JA, Gnys M, Evoniuk G, DeVaugh-Geiss J (2000) The effect of buproprion on nicotine craving and withdrawal. Psychopharmacology 148:33–40
Shiffman S, Gwaltney CJ, Balabanis MH, Liu KS, Paty JA, Kassel JD, Hickcox M, Gnys M (2002) Immediate antecedents of cigarette smoking: an analysis from ecological momentary assessment. J Abnorm Psychol 111:531–545
Shiffman S, West RJ, Gilbert DG (2004) Recommendation for the assessment of tobacco craving and withdrawal in smoking cessation trials. Nicotine Tob Res 6:599–614
Shirtcliff EA, Marrocco RT (2003) Salivary cotinine levels in human tobacco smokers predict the attentional validity effect size during smoking abstinence. Psychopharmacology 166:11–18
Snyder FR, Henningfield JE (1989) Effects of nicotine administration following 12 h of tobacco deprivation: assessment on computerized performance tasks. Psychopharmacology 97:17–22
Stone AA, Shiffman S (1994) Ecological momentary assessment in behavioral medicine. Ann Behav Med 16:199–202
Stroop JR (1935) Studies of interference in serial verbal reactions. J Exp Psychol 18:643–662
Tiffany ST, Drobes DJ (1991) The development and initial validation of a questionnaire of smoking urges. Br J Addict 86:1467–1476
Warburton DM, Arnall C (1994) Improvements in performance without nicotine withdrawal. Psychopharmacology 115:539–542
Warburton DM, Mancuso G (1998) Evaluation of the information processing and mood effects of a transdermal nicotine patch. Psychopharmacology 135:305–310
Waters AJ, Feyerabend C (2000) Determinants and effects of attentional bias in smokers. Psychol Addict Behav 14:111–120
Waters AJ, Sayette MA, Wertz JA (2003a) Carry-over effects can modulate emotional Stroop effects. Cogn Emot 17:501–509
Waters AJ, Shiffman S, Sayette MA, Paty JA, Gwaltney CJ, Balabanis MH (2003b) Attentional bias predicts outcome in smoking cessation. Health Psychol 22:378–387
Welsch SK, Smith SS, Wetter DW, Jorenby DE, Fiore MC, Baker TB (1999) Development and validation of the Wisconsin Smoking Withdrawal Scale. Exp Clin Psychopharmacol 7:354–361
Wesnes K, Warburton DM (1983) Effects of smoking on rapid information processing performance. Neuropsychobiology 9:223–229
Wesnes K, Warburton DM (1984) The effects of cigarettes of varying yield on rapid information processing performance. Psychopharmacology 82:338–342
West R, Ussher M, Evans M, Rashid M (2006) Assessing DSM-IV nicotine withdrawal symptoms: a comparison and evaluation of five different scales. Psychopharmacology 184:619–627
Wetter DW, Fiore MC, Baker TB, Young TB (1995) Tobacco withdrawal and nicotine replacement influence objective measures of sleep. J Consult Clin Psychol 63:658–667
Wetter DW, Fiore MC, Young TB, McClure JB, de Moor CA, Baker TB (1999) Gender differences in response to nicotine replacement therapy: objective and subjective indexes of tobacco withdrawal. Exp Clin Psychopharmacol 7:135–144
Williams JMG, Mathews A, MacLeod C (1996) The emotional Stroop task and psychopathology. Psychol Bull 120:3–24
Zack M, Belsito L, Scher R, Eissenberg T, Corrigall WA (2001) Effects of abstinence and smoking on information processing in adolescent smokers. Psychopharmacology 153:249–257
Acknowledgements
This study was funded by the University of South Florida and the National Cancer Institute (R01 CA94256), and complies with the laws of the United States of America. The authors thank Drs. Mike Brannick, Ji-Hyun Lee, Doug Nelson, and Kevin Thompson for their helpful suggestions, and Amanda Heisserer and Lauren Siliati for their work on the project.
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Hendricks, P.S., Ditre, J.W., Drobes, D.J. et al. The early time course of smoking withdrawal effects. Psychopharmacology 187, 385–396 (2006). https://doi.org/10.1007/s00213-006-0429-9
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DOI: https://doi.org/10.1007/s00213-006-0429-9