Skip to main content
Top
Published in: European Journal of Nuclear Medicine and Molecular Imaging 7/2014

01-07-2014 | Original Article

PET imaging reveals brain functional changes in internet gaming disorder

Authors: Mei Tian, Qiaozhen Chen, Ying Zhang, Fenglei Du, Haifeng Hou, Fangfang Chao, Hong Zhang

Published in: European Journal of Nuclear Medicine and Molecular Imaging | Issue 7/2014

Login to get access

Abstract

Background

Internet gaming disorder is an increasing problem worldwide, resulting in critical academic, social, and occupational impairment. However, the neurobiological mechanism of internet gaming disorder remains unknown. The aim of this study is to assess brain dopamine D2 (D2)/Serotonin 2A (5-HT2A) receptor function and glucose metabolism in the same subjects by positron emission tomography (PET) imaging approach, and investigate whether the correlation exists between D2 receptor and glucose metabolism.

Methods

Twelve drug-naive adult males who met criteria for internet gaming disorder and 14 matched controls were studied with PET and 11C-N-methylspiperone (11C-NMSP) to assess the availability of D2/5-HT2A receptors and with 18F-fluoro-D-glucose (18F-FDG) to assess regional brain glucose metabolism, a marker of brain function. 11C-NMSP and 18F-FDG PET imaging data were acquired in the same individuals under both resting and internet gaming task states.

Results

In internet gaming disorder subjects, a significant decrease in glucose metabolism was observed in the prefrontal, temporal, and limbic systems. Dysregulation of D2 receptors was observed in the striatum, and was correlated to years of overuse. A low level of D2 receptors in the striatum was significantly associated with decreased glucose metabolism in the orbitofrontal cortex.

Conclusions

For the first time, we report the evidence that D2 receptor level is significantly associated with glucose metabolism in the same individuals with internet gaming disorder, which indicates that D2/5-HT2A receptor-mediated dysregulation of the orbitofrontal cortex could underlie a mechanism for loss of control and compulsive behavior in internet gaming disorder subjects.
Literature
1.
go back to reference Pallanti S, Bernardi S, Quercioli L. The shorter PROMIS questionnaire and the internet addiction scale in the assessment of multiple addictions in a high-school population: prevalence and related disability. CNS Spectr. 2006;11:966–74.PubMed Pallanti S, Bernardi S, Quercioli L. The shorter PROMIS questionnaire and the internet addiction scale in the assessment of multiple addictions in a high-school population: prevalence and related disability. CNS Spectr. 2006;11:966–74.PubMed
2.
go back to reference Petry NM, O’Brien CP: Internet gaming disorder and the DSM-5. Addiction. 2013. Petry NM, O’Brien CP: Internet gaming disorder and the DSM-5. Addiction. 2013.
3.
go back to reference Aboujaoude E, Koran LM, Gamel N, Large MD, Serpe RT. Potential markers for problematic internet use: a telephone survey of 2,513 adults. CNS Spectr. 2006;11:750–5.PubMed Aboujaoude E, Koran LM, Gamel N, Large MD, Serpe RT. Potential markers for problematic internet use: a telephone survey of 2,513 adults. CNS Spectr. 2006;11:750–5.PubMed
4.
go back to reference Gentile D. Pathological video-game use among youth ages 8 to 18: a national study. Psychol Sci. 2009;20:594–602.PubMedCrossRef Gentile D. Pathological video-game use among youth ages 8 to 18: a national study. Psychol Sci. 2009;20:594–602.PubMedCrossRef
5.
go back to reference Park HS, Kim SH, Bang SA, et al. Altered regional cerebral glucose metabolism in internet game overusers: a 18F-fluorodeoxyglucose positron emission tomography study. CNS Spectr. 2010;15:159–66.PubMed Park HS, Kim SH, Bang SA, et al. Altered regional cerebral glucose metabolism in internet game overusers: a 18F-fluorodeoxyglucose positron emission tomography study. CNS Spectr. 2010;15:159–66.PubMed
7.
go back to reference Gentile DA, Choo H, Liau A, et al. Pathological video game use among youths: a two-year longitudinal study. Pediatrics. 2011;127:e319–29.PubMedCrossRef Gentile DA, Choo H, Liau A, et al. Pathological video game use among youths: a two-year longitudinal study. Pediatrics. 2011;127:e319–29.PubMedCrossRef
8.
go back to reference Buckner RL, Krienen FM, Yeo BT. Opportunities and limitations of intrinsic functional connectivity MRI. Nat Neurosci. 2013;16:832–7.PubMedCrossRef Buckner RL, Krienen FM, Yeo BT. Opportunities and limitations of intrinsic functional connectivity MRI. Nat Neurosci. 2013;16:832–7.PubMedCrossRef
9.
go back to reference Chen K, Reiman EM, Huan Z, et al. Linking functional and structural brain images with multivariate network analyses: a novel application of the partial least square method. Neuroimage. 2009;47:602–10.PubMedCentralPubMedCrossRef Chen K, Reiman EM, Huan Z, et al. Linking functional and structural brain images with multivariate network analyses: a novel application of the partial least square method. Neuroimage. 2009;47:602–10.PubMedCentralPubMedCrossRef
10.
go back to reference Hayempour BJ, Alavi A. Neuroradiological advances detect abnormal neuroanatomy underlying neuropsychological impairments: the power of PET imaging. Eur J Nucl Med Mol Imaging. 2013;40:1462–8.PubMedCrossRef Hayempour BJ, Alavi A. Neuroradiological advances detect abnormal neuroanatomy underlying neuropsychological impairments: the power of PET imaging. Eur J Nucl Med Mol Imaging. 2013;40:1462–8.PubMedCrossRef
11.
go back to reference Lin F, Zhou Y, Du Y, et al. Abnormal white matter integrity in adolescents with internet addiction disorder: a tract-based spatial statistics study. PLoS One. 2012;7:e30253.PubMedCentralPubMedCrossRef Lin F, Zhou Y, Du Y, et al. Abnormal white matter integrity in adolescents with internet addiction disorder: a tract-based spatial statistics study. PLoS One. 2012;7:e30253.PubMedCentralPubMedCrossRef
12.
go back to reference Han DH, Lyoo IK, Renshaw PF. Differential regional gray matter volumes in patients with on-line game addiction and professional gamers. J Psychiatr Res. 2012;46:507–15.PubMedCrossRef Han DH, Lyoo IK, Renshaw PF. Differential regional gray matter volumes in patients with on-line game addiction and professional gamers. J Psychiatr Res. 2012;46:507–15.PubMedCrossRef
13.
go back to reference Zhou Y, Lin FC, Du YS, et al. Gray matter abnormalities in Internet addiction: a voxel-based morphometry study. Eur J Radiol. 2011;79:92–5.PubMedCrossRef Zhou Y, Lin FC, Du YS, et al. Gray matter abnormalities in Internet addiction: a voxel-based morphometry study. Eur J Radiol. 2011;79:92–5.PubMedCrossRef
14.
go back to reference Zhang Y, Chen Q, Du F, et al. Frightening music triggers rapid changes in brain monoamine receptors: a pilot PET study. J Nucl Med. 2012;53:1573–8.PubMedCrossRef Zhang Y, Chen Q, Du F, et al. Frightening music triggers rapid changes in brain monoamine receptors: a pilot PET study. J Nucl Med. 2012;53:1573–8.PubMedCrossRef
15.
go back to reference Kim SH, Baik SH, Park CS, et al. Reduced striatal dopamine D2 receptors in people with Internet addiction. Neuroreport. 2011;22:407–11.PubMedCrossRef Kim SH, Baik SH, Park CS, et al. Reduced striatal dopamine D2 receptors in people with Internet addiction. Neuroreport. 2011;22:407–11.PubMedCrossRef
16.
go back to reference Sheehan DV, Lecrubier Y, Sheehan KH, et al. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59 Suppl 20:22–33. quiz 34–57.PubMed Sheehan DV, Lecrubier Y, Sheehan KH, et al. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59 Suppl 20:22–33. quiz 34–57.PubMed
17.
go back to reference Tao R, Huang X, Wang J, et al. A proposed criterion for clinical diagnosis of internet addiction. Med J Chin PLA. 2008;33:1188–91. Tao R, Huang X, Wang J, et al. A proposed criterion for clinical diagnosis of internet addiction. Med J Chin PLA. 2008;33:1188–91.
18.
go back to reference Tao R, Huang X, Wang J, et al. Proposed diagnostic criteria for internet addiction. Addiction. 2010;105:556–64.PubMedCrossRef Tao R, Huang X, Wang J, et al. Proposed diagnostic criteria for internet addiction. Addiction. 2010;105:556–64.PubMedCrossRef
19.
go back to reference Volkow ND, Wang GJ, Telang F, et al. Low dopamine striatal D2 receptors are associated with prefrontal metabolism in obese subjects: possible contributing factors. Neuroimage. 2008;42:1537–43.PubMedCentralPubMedCrossRef Volkow ND, Wang GJ, Telang F, et al. Low dopamine striatal D2 receptors are associated with prefrontal metabolism in obese subjects: possible contributing factors. Neuroimage. 2008;42:1537–43.PubMedCentralPubMedCrossRef
20.
go back to reference Young KS. Internet addiction: the emergence of a new clinical disorder. CyberPhsychology & Behavior. 1996;1:237–44.CrossRef Young KS. Internet addiction: the emergence of a new clinical disorder. CyberPhsychology & Behavior. 1996;1:237–44.CrossRef
21.
go back to reference Young KS. Caught in the Net. New York: Wiley; 1998. Young KS. Caught in the Net. New York: Wiley; 1998.
22.
go back to reference Wang H, Zhou XL, Lu CY, et al. Problematic internet use in high school students in Guangdong Province. China PLoS One. 2011;6:e19660.CrossRef Wang H, Zhou XL, Lu CY, et al. Problematic internet use in high school students in Guangdong Province. China PLoS One. 2011;6:e19660.CrossRef
23.
go back to reference Widyanto L, McMurran M. The psychometric properties of the internet addiction test. Cyberpsychol Behav. 2004;7:443–50.PubMedCrossRef Widyanto L, McMurran M. The psychometric properties of the internet addiction test. Cyberpsychol Behav. 2004;7:443–50.PubMedCrossRef
24.
go back to reference Haagsma MC, Pieterse ME, Peters O. The prevalence of problematic video gamers in the Netherlands. Cyberpsychol Behav Soc Netw. 2012;15:162–8.PubMedCrossRef Haagsma MC, Pieterse ME, Peters O. The prevalence of problematic video gamers in the Netherlands. Cyberpsychol Behav Soc Netw. 2012;15:162–8.PubMedCrossRef
25.
go back to reference Ko CH, Yen JY, Chen CC, Chen SH, Yen CF. Gender differences and related factors affecting online gaming addiction among Taiwanese adolescents. J Nerv Ment Dis. 2005;193:273–7.PubMedCrossRef Ko CH, Yen JY, Chen CC, Chen SH, Yen CF. Gender differences and related factors affecting online gaming addiction among Taiwanese adolescents. J Nerv Ment Dis. 2005;193:273–7.PubMedCrossRef
26.
go back to reference Hamacher K, Coenen HH, Stocklin G. Efficient stereospecific synthesis of no-carrier-added 2-[18F]-fluoro-2-deoxy-D-glucose using aminopolyether supported nucleophilic substitution. J Nucl Med. 1986;27:235–8.PubMed Hamacher K, Coenen HH, Stocklin G. Efficient stereospecific synthesis of no-carrier-added 2-[18F]-fluoro-2-deoxy-D-glucose using aminopolyether supported nucleophilic substitution. J Nucl Med. 1986;27:235–8.PubMed
27.
go back to reference Wong DF, Gjedde A, Wagner Jr HN, et al. Quantification of Neuroreceptors in the living human brain. II. Inhibition studies of receptor density and affinity. J Cereb Blood Flow Metab. 1986;6:147–53.PubMedCrossRef Wong DF, Gjedde A, Wagner Jr HN, et al. Quantification of Neuroreceptors in the living human brain. II. Inhibition studies of receptor density and affinity. J Cereb Blood Flow Metab. 1986;6:147–53.PubMedCrossRef
28.
29.
go back to reference Ishibashi K, Ishii K, Oda K, Mizusawa H, Ishiwata K. Competition between 11C-raclopride and endogenous dopamine in Parkinson’s disease. Nucl Med Commun. 2010;31:159–66.PubMedCrossRef Ishibashi K, Ishii K, Oda K, Mizusawa H, Ishiwata K. Competition between 11C-raclopride and endogenous dopamine in Parkinson’s disease. Nucl Med Commun. 2010;31:159–66.PubMedCrossRef
30.
go back to reference Wang GJ, Volkow ND, Roque CT, et al. Functional importance of ventricular enlargement and cortical atrophy in healthy subjects and alcoholics as assessed with PET, MR imaging, and neuropsychologic testing. Radiology. 1993;186:59–65.PubMed Wang GJ, Volkow ND, Roque CT, et al. Functional importance of ventricular enlargement and cortical atrophy in healthy subjects and alcoholics as assessed with PET, MR imaging, and neuropsychologic testing. Radiology. 1993;186:59–65.PubMed
31.
32.
go back to reference Hall H, Farde L, Halldin C, Lundkvist C, Sedvall G. Autoradiographic localization of 5-HT(2A) receptors in the human brain using [(3)H]M100907 and [(11)C]M100907. Synapse. 2000;38:421–31.PubMedCrossRef Hall H, Farde L, Halldin C, Lundkvist C, Sedvall G. Autoradiographic localization of 5-HT(2A) receptors in the human brain using [(3)H]M100907 and [(11)C]M100907. Synapse. 2000;38:421–31.PubMedCrossRef
33.
go back to reference Devanand DP, Mikhno A, Pelton GH, et al. Pittsburgh compound B (11C-PIB) and fluorodeoxyglucose (18 F-FDG) PET in patients with Alzheimer disease, mild cognitive impairment, and healthy controls. J Geriatr Psychiatry Neurol. 2010;23:185–98.PubMedCentralPubMedCrossRef Devanand DP, Mikhno A, Pelton GH, et al. Pittsburgh compound B (11C-PIB) and fluorodeoxyglucose (18 F-FDG) PET in patients with Alzheimer disease, mild cognitive impairment, and healthy controls. J Geriatr Psychiatry Neurol. 2010;23:185–98.PubMedCentralPubMedCrossRef
34.
go back to reference Green CS, Bavelier D. Action video game modifies visual selective attention. Nature. 2003;423:534–7.PubMedCrossRef Green CS, Bavelier D. Action video game modifies visual selective attention. Nature. 2003;423:534–7.PubMedCrossRef
35.
go back to reference Granek JA, Gorbet DJ, Sergio LE. Extensive video-game experience alters cortical networks for complex visuomotor transformations. Cortex. 2010;46:1165–77.PubMedCrossRef Granek JA, Gorbet DJ, Sergio LE. Extensive video-game experience alters cortical networks for complex visuomotor transformations. Cortex. 2010;46:1165–77.PubMedCrossRef
36.
go back to reference Goldstein RZ, Volkow ND. Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat Rev Neurosci. 2011;12:652–69.PubMedCentralPubMedCrossRef Goldstein RZ, Volkow ND. Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat Rev Neurosci. 2011;12:652–69.PubMedCentralPubMedCrossRef
38.
go back to reference Egerton A, Mehta MA, Montgomery AJ, et al. The dopaminergic basis of human behaviors: a review of molecular imaging studies. Neurosci Biobehav Rev. 2009;33:1109–32.PubMedCentralPubMedCrossRef Egerton A, Mehta MA, Montgomery AJ, et al. The dopaminergic basis of human behaviors: a review of molecular imaging studies. Neurosci Biobehav Rev. 2009;33:1109–32.PubMedCentralPubMedCrossRef
39.
go back to reference Koepp MJ, Gunn RN, Lawrence AD, et al. Evidence for striatal dopamine release during a video game. Nature. 1998;393:266–8.PubMedCrossRef Koepp MJ, Gunn RN, Lawrence AD, et al. Evidence for striatal dopamine release during a video game. Nature. 1998;393:266–8.PubMedCrossRef
40.
go back to reference Rice OV, Gatley SJ, Shen J, et al. Effects of endogenous neurotransmitters on the in vivo binding of dopamine and 5-HT radiotracers in mice. Neuropsychopharmacology. 2001;25:679–89.PubMedCrossRef Rice OV, Gatley SJ, Shen J, et al. Effects of endogenous neurotransmitters on the in vivo binding of dopamine and 5-HT radiotracers in mice. Neuropsychopharmacology. 2001;25:679–89.PubMedCrossRef
42.
go back to reference Soloff PH, Meltzer CC, Becker C, et al. Impulsivity and prefrontal hypometabolism in borderline personality disorder. Psychiatry Res. 2003;123:153–63.PubMedCrossRef Soloff PH, Meltzer CC, Becker C, et al. Impulsivity and prefrontal hypometabolism in borderline personality disorder. Psychiatry Res. 2003;123:153–63.PubMedCrossRef
44.
go back to reference Volkow ND, Chang L, Wang GJ, et al. Low level of brain dopamine D2 receptors in methamphetamine abusers: association with metabolism in the orbitofrontal cortex. Am J Psychiatry. 2001;158:2015–21.PubMedCrossRef Volkow ND, Chang L, Wang GJ, et al. Low level of brain dopamine D2 receptors in methamphetamine abusers: association with metabolism in the orbitofrontal cortex. Am J Psychiatry. 2001;158:2015–21.PubMedCrossRef
45.
go back to reference Innis RB, Cunningham VJ, Delforge J, et al. Consensus nomenclature for in vivo imaging of reversibly binding radioligands. J Cereb Blood Flow Metab. 2007;27:1533–9.PubMedCrossRef Innis RB, Cunningham VJ, Delforge J, et al. Consensus nomenclature for in vivo imaging of reversibly binding radioligands. J Cereb Blood Flow Metab. 2007;27:1533–9.PubMedCrossRef
46.
go back to reference Hayashi T, Ko JH, Strafella AP, Dagher A. Dorsolateral prefrontal and orbitofrontal cortex interactions during self-control of cigarette craving. Proc Natl Acad Sci U S A. 2013;110:4422–7.PubMedCentralPubMedCrossRef Hayashi T, Ko JH, Strafella AP, Dagher A. Dorsolateral prefrontal and orbitofrontal cortex interactions during self-control of cigarette craving. Proc Natl Acad Sci U S A. 2013;110:4422–7.PubMedCentralPubMedCrossRef
47.
go back to reference Kober H, Mende-Siedlecki P, Kross EF, et al. Prefrontal-striatal pathway underlies cognitive regulation of craving. Proc Natl Acad Sci U S A. 2010;107:14811–6.PubMedCentralPubMedCrossRef Kober H, Mende-Siedlecki P, Kross EF, et al. Prefrontal-striatal pathway underlies cognitive regulation of craving. Proc Natl Acad Sci U S A. 2010;107:14811–6.PubMedCentralPubMedCrossRef
48.
go back to reference Desgranges B, Baron JC, Lalevée C, et al. The neural substrates of episodic memory impairment in Alzheimer’s disease as revealed by FDG-PET: relationship to degree of deterioration. Brain. 2002;125:1116–24.PubMedCrossRef Desgranges B, Baron JC, Lalevée C, et al. The neural substrates of episodic memory impairment in Alzheimer’s disease as revealed by FDG-PET: relationship to degree of deterioration. Brain. 2002;125:1116–24.PubMedCrossRef
Metadata
Title
PET imaging reveals brain functional changes in internet gaming disorder
Authors
Mei Tian
Qiaozhen Chen
Ying Zhang
Fenglei Du
Haifeng Hou
Fangfang Chao
Hong Zhang
Publication date
01-07-2014
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nuclear Medicine and Molecular Imaging / Issue 7/2014
Print ISSN: 1619-7070
Electronic ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-014-2708-8

Other articles of this Issue 7/2014

European Journal of Nuclear Medicine and Molecular Imaging 7/2014 Go to the issue