Visual cortex activation to drug cues: A meta-analysis of functional neuroimaging papers in addiction and substance abuse literature

Drug and Alcohol Dependence

Volumn 143, Issue 1, 2014, Pages 206-212

  Hanlon, Colleen A ^a   Dowdle, Logan T ^a   Naselaris, Thomas ^a   Canterberry, Melanie ^a   Cortese, Bernadette M ^a  

^a MEDICAL UNIVERSITY OF SOUTH CAROLINA   (United States)

Author keywords

Addiction; Cue induced craving; FMRI; Visual cortex

Indexed keywords

ARTICLE; BRAIN FUNCTION; DRUG DEPENDENCE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; NEUROIMAGING; OCCIPITAL CORTEX; SECONDARY VISUAL CORTEX; STATISTICAL ANALYSIS; STRIATE CORTEX; SUBSTANCE ABUSE; SYSTEMATIC REVIEW; VISUAL CORTEX; VISUAL STIMULATION;

EID: 84922281997     PISSN: 03768716     EISSN: 18790046     Source Type: Journal    
DOI: 10.1016/j.drugalcdep.2014.07.028     Document Type: Article

References (63)

1. Arsenault J.T., Nelissen K., Jarraya B., Vanduffel W. Dopaminergic reward signals selectively decrease fMRI activity in primate visual cortex. Neuron 2013, 77:1174-1186.
2. Ataya A.F., Adams S., Mullings E., Cooper R.M., Attwood A.S., Munafò M.R. Internal reliability of measures of substance-related cognitive bias. Drug Alcohol Depend. 2012, 121:148-151.
3. Attwood A.S., O'Sullivan H., Leonards U., Mackintosh B., Munafò M.R. Attentional bias training and cue reactivity in cigarette smokers. Addiction 2008, 103:1875-1882.
4. Braus D.F., Wrase J., Grüsser S., Hermann D., Ruf M., Flor H., Mann K., Heinz A. Alcohol-associated stimuli activate the ventral striatum in abstinent alcoholics. J. Neural Transm. 2001, 108:887-894.
5. Brody A.L., Mandelkern M.A., Olmstead R.E., Jou J., Tiongson E., Allen V., Scheibal D., London E.D., Monterosso J.R., Tiffany S.T., Korb A., Gan J.J., Cohen M.S. Neural substrates of resisting craving during cigarette cue exposure. Biol. Psychiatry 2007, 62:642-651.
6. Carter B.L., Tiffany S.T. Meta-analysis of cue-reactivity in addiction research. Addiction 1999, 94:327-340.
7. Chase H.W., Eickhoff S.B., Laird A.R., Hogarth L. The neural basis of drug stimulus processing and craving: an activation likelihood estimation meta-analysis. Biol. Psychiatry 2011, 70:785-793.
8. Cox W.M., Hogan L.M., Kristian M.R., Race J.H. Alcohol attentional bias as a predictor of alcohol abusers' treatment outcome. Drug Alcohol Depend. 2002, 68:237-243.
9. Dagher A., Tannenbaum B., Hayashi T., Pruessner J.C., McBride D. An acute psychosocial stress enhances the neural response to smoking cues. Brain Res. 2009, 1293:40-48.
10. David S.P., Munafò M.R., Johansen-Berg H., Mackillop J., Sweet L.H., Cohen R.A., Niaura R., Rogers R.D., Matthews P.M., Walton R.T. Effects of acute nicotine abstinence on cue-elicited ventral striatum/nucleus accumbens activation in female cigarette smokers: a functional magnetic resonance imaging study. Brain Imag. Behav. 2007, 1:43-57.
11. Dayas C.V., Liu X., Simms J.A., Weiss F. Distinct patterns of neural activation associated with ethanol seeking: effects of naltrexone. Biol. Psychiatry 2007, 61:979-989.
12. Drummond D.C. Theories of drug craving, ancient and modern. Addiction 2001, 96:33-46.
13. Eickhoff S.B., Bzdok D., Laird A.R., Kurth F., Fox P.T. Activation likelihood estimation meta-analysis revisited. NeuroImage 2012, 59:2349-2361.
14. Engelmann J.M., Versace F., Robinson J.D., Minnix J.A., Lam C.Y., Cui Y., Brown V.L., Cinciripini P.M. Neural substrates of smoking cue reactivity: a meta-analysis of fMRI studies. NeuroImage 2012, 60:252-262.
15. Filbey F.M., Schacht J., Myers U.S., Chavez R.S., Hutchison K.E. Marijuana craving in the brain. Proc. Nat. Acad. Sci. U.S.A. 2009, 106:13016-13021.
16. Field M., Cox W.M. Attentional bias in addictive behaviors: a review of its development, causes, and consequences. Drug Alcohol Depend. 2008, 97:1-20.
17. Field M., Eastwood B., Bradley B.P., Mogg K. Selective processing of cannabis cues in regular cannabis users. Drug Alcohol Depend. 2006, 85:75-82.
18. Goldstein R.Z., Volkow N.D. Drug addiction and its underlying neurobiological basis: neuroimaging evidence for the involvement of the frontal cortex. Am. J. Psychiatry 2002, 159:1642-1652.
19. Goltstein P.M., Coffey E.B., Roelfsema P.R., Pennartz C.M. In vivo two-photon Ca2+ imaging reveals selective reward effects on stimulus-specific assemblies in mouse visual cortex. J. Neurosci. 2013, 33:11540-11555.
20. Hubel D.H. Exploration of the primary visual cortex, 1955-78. Nature 1982, 299:515-524.
21. Janes A.C., Frederick B., Richardt S., Burbridge C., Merlo-Pich E., Renshaw P.F., Evins A.E., Fava M., Kaufman M.J. Brain fMRI reactivity to smoking-related images before and during extended smoking abstinence. Exp. Clin. Psychopharmacol. 2009, 17:365-373.
22. Janes A.C., Pizzagalli D.A., Richardt S. Brain reactivity to smoking cues prior to smoking cessation predicts ability to maintain tobacco abstinence. Biol. Psychiatry 2010, 67:722-729.
23. Janes A.C., Smoller J.W., David S.P., Frederick B.D., Haddad S., Basu A., Fava M., Evins A.E., Kaufman M.J. Association between CHRNA5 genetic variation at rs16969968 and brain reactivity to smoking images in nicotine dependent women. Drug Alcohol Depend. 2012, 120:7-13.
24. Johnston L.D., O'Malley P.M., Miech R.A., Bachman J.G., Schulenberg J.E. Monitoring The Future National Survey Results On Drug Use: 1975-2013: Overview, Key Findings On Adolescent Drug Use 2014, Institute for Social Research, The University of Michigan, Ann Arbor, MI.
25. Kang O.S., Chang D.S., Jahng G.H., Kim S.Y., Kim H., Kim J.W., Chung S.Y., Yang S.I., Park H.J., Lee H., Chae Y. Individual differences in smoking-related cue reactivity in smokers: an eye-tracking and fMRI study. Prog. Neuropsychopharmacol. Biol. Psychiatry 2012, 38:285-293.
26. Keitel C., Andersen S.K., Quigley C., Müller M.M. Independent effects of attentional gain control and competitive interactions on visual stimulus processing. Cereb. Cortex 2013, 23:940-946.
27. Keliris G.A., Logothetis N.K., Tolias A.S. The role of the primary visual cortex in perceptual suppression of salient visual stimuli. J. Neurosci. 2010, 30:12353-12365.
28. Kennedy A.P., Gross R.E., Ely T., Drexler K.P., Kilts C.D. Clinical correlates of attentional bias to drug cues associated with cocaine dependence. Am. J. Addict. 2014, ePub ahead of print. 10.1111/j.1521-0391.2014.12134.x.
29. Kilts C.D., Kennedy A., Elton A.L., Tripathi S.P., Young J., Cisler J.M., James G.A. Individual differences in attentional bias associated with cocaine dependence are related to varying engagement of neural processing networks. Neuropsychopharmacology 2014, 39:1135-1147.
30. Kühn S., Gallinat J. Common biology of craving across legal and illegal drugs-a quantitative meta-analysis of cue-reactivity brain response. Eur. J. Neurosci. 2011, 33:1318-1326.
31. Kushnir V., Menon M., Balducci X.L., Selby P., Busto U., Zawertailo L. Enhanced smoking cue salience associated with depression severity in nicotine-dependent individuals: a preliminary fMRI study. Int. J. Neuropsychopharmacol. 2013, 16:997-1008.
32. Lee J.H., Lim Y., Wiederhold B.K., Graham S.J. A functional magnetic resonance imaging (FMRI) study of cue-induced smoking craving in virtual environments. Appl. Psychophysiol. Biofeedback 2005, 30:195-204.
33. Li Q., Wang Y., Zhang Y., Li W., Yang W., Zhu J., Wu N., Chang H., Zheng Y., Qin W., Zhao L., Yuan K., Liu J., Wang W., Tian J. Craving correlates with mesolimbic responses to heroin-related cues in short-term abstinence from heroin: an event-related fMRI study. Brain Res. 2012, 1469:63-72.
34. Li Q., Wang Y., Zhang Y., Li W., Zhu J., Zheng Y., Chen J., Zhao L., Zhou Z., Liu Y., Wang W., Tian J. Assessing cue-induced brain response as a function of abstinence duration in heroin-dependent individuals: an event-related fMRI study. PLoS One 2013, 8:e62911.
35. Lou M., Wang E., Shen Y., Wang J. Cue-elicited craving in heroin addicts at different abstinent time: an fMRI pilot study. Subst. Use Misuse 2012, 47:631-639.
36. Marissen M.A., Franken I.H., Waters A.J., Blanken P., Van Den Brink W., Hendriks V.M. Attentional bias predicts heroin relapse following treatment. Addiction 2006, 101:1306-1312.
37. Marks K.R., Roberts W., Stoops W.W., Pike E., Fillmore M.T., Rush C.R. Fixation time is a sensitive measure of cocaine cue attentional bias. Addiction 2014, ePub ahead of print. 10.1111/add.12635.
38. McClernon F.J., Kozink R.V., Lutz A.M., Rose J.E. 24-h smoking abstinence potentiates fMRI-BOLD activation to smoking cues in cerebral cortex and dorsal striatum. Psychopharmacology 2009, 204:25-35.
39. McClernon F.J., Kozink R.V., Rose J.E. Individual differences in nicotine dependence, withdrawal symptoms, and sex predict transient fMRI-BOLD responses to smoking cues. Neuropsychopharmacology 2008, 33:2148-2157.
40. McFarland K., Lapish C.C., Kalivas P.W. Prefrontal glutamate release into the core of the nucleus accumbens mediates cocaine-induced reinstatement of drug-seeking behavior. J. Neurosci. 2003, 23:3531-3537.
41. Mei W., Zhang J.X., Xiao Z. Acute effects of sublingual buprenorphine on brain responses to heroin-related cues in early-abstinent heroin addicts: an uncontrolled trial. Neuroscience 2010, 170:808-815.
42. Miller M.A., Fillmore M.T. The effect of image complexity on attentional bias towards alcohol-related images in adult drinkers. Addiction 2010, 105:883-890.
43. Miller M.A., Fillmore M.T. Persistence of attentional bias toward alcohol-related stimuli in intoxicated social drinkers. Drug Alcohol Depend. 2011, 117:184-189.
44. Mogg K., Bradley B.P., Field M., De Houwer J. Eye movements to smoking-related pictures in smokers: relationship between attentional biases and implicit and explicit measures of stimulus valence. Addiction 2003, 98:825-836.
45. Porrino L.J., Lyons D., Smith H.R., Daunais J.B., Nader M.A. Cocaine self-administration produces a progressive involvement of limbic, association, and sensorimotor striatal domains. J. Neurosci. 2004, 24:3554-3562.
46. Pratte M.S., Ling S., Swisher J.D., Tong F. How attention extracts objects from noise. J. Neurophysiol. 2013, 110:1346-1356.
47. Prisciandaro J.J., McRae-Clark A.L., Myrick H., Henderson S., Brady K.T. Brain activation to cocaine cues and motivation/treatment status. Addict. Biol. 2014, 19:240-249.
48. Robbins S.J., Ehrman R.N. The role of attentional bias in substance abuse. Behav. Cognit. Neurosci. Rev. 2004, 3:243-260.
49. Robinson T.E., Berridge K.C. The neural basis of drug craving: an incentive-sensitization theory of addiction. Brain Res. Rev. 1993, 18:247-291.
50. Rohsenow D.J., Niaura R.S., Childress A.R., Abrams D.B., Monti P.M. Cue reactivity in addictive behaviors: theoretical and treatment implications. Int. J. Addict. 1991, 25:957-993.
51. Rubinstein M.L., Luks T.L., Moscicki A.B., Dryden W., Rait M.A., Simpson G.V. Smoking-related cue-induced brain activation in adolescent light smokers. J. Adolesc. Health 2011, 48:7-12.
52. Schacht J.P., Anton R.F., Myrick H. Functional neuroimaging studies of alcohol cue reactivity: a quantitative meta-analysis and systematic review. Addict. Biol. 2013, 18:121-133.
53. Shuler M.G., Bear M.F. Reward timing in the primary visual cortex. Science 2006, 311:1606-1609.
54. Turkeltaub P.E., Eden G.F., Jones K.M., Zeffiro T.A. Meta-analysis of the functional neuroanatomy of single-word reading: method and validation. NeuroImage 2002, 16:765-780.
55. Vollstadt-Klein S., Kobiella A., Buhler M., Graf C., Fehr C., Mann K., Smolka M.N. Severity of dependence modulates smokers' neuronal cue reactivity and cigarette craving elicited by tobacco advertisement. Addict. Biol. 2011, 16:166-175.
56. Vollstadt-Klein S., Loeber S., Kirsch M., Bach P., Richter A., Bühler M., von der Goltz C., Hermann D., Mann K., Kiefer F. Effects of cue-exposure treatment on neural cue reactivity in alcohol dependence: a randomized trial. Biol. Psychiatry 2011, 69:1060-1066.
57. Vollstadt-Klein S., Wichert S., Rabinstein J., Buhler M., Klein O., Ende G., Hermann D., Mann K. Initial, habitual and compulsive alcohol use is characterized by a shift of cue processing from ventral to dorsal striatum. Addiction 2010, 105:1741-1749.
58. Waters A.J., Marhe R., Franken I.H. Attentional bias to drug cues is elevated before and during temptations to use heroin and cocaine. Psychopharmacology (Berl.) 2012, 219:909-921.
59. Waters A.J., Shiffman S., Sayette M.A., Paty J.A., Gwaltney C.J., Balabanis M.H. Attentional bias predicts outcome in smoking cessation. Health Psychol. 2003, 22:378-387.
60. Wrase J., Grusser S.M., Klein S., Diener C., Hermann D., Flor H., Mann K., Braus D.F., Heinz A. Development of alcohol-associated cues and cue-induced brain activation in alcoholics. Eur. Psychiatry 2002, 17:287-291.
61. Wrase J., Schlagenhauf F., Kienast T., Wüstenberg T., Bermpohl F., Kahnt T., Beck A., Ströhle A., Juckel G., Knutson B., Heinz A. Dysfunction of reward processing correlates with alcohol craving in detoxified alcoholics. NeuroImage 2007, 35:787-794.
62. Yalachkov Y., Kaiser J., Naumer M.J. Sensory and motor aspects of addiction. Behav. Brain Res. 2010, 207:215-222.
63. Zijlstra F., Veltman D.J., Booij J., van den Brink W., Franken I.H. Neurobiological substrates of cue-elicited craving and anhedonia in recently abstinent opioid-dependent males. Drug Alcohol Depend. 2009, 99:183-192.