Reduced regional homogeneity in bilateral frontostriatal system relates to higher impulsivity behavior in codeine-containing cough syrups dependent individuals

PLoS ONE

Volumn 8, Issue 11, 2013, Pages

  Qiu, Yingwei ^a   Lv, Xiaofei ^a,b   Su, Huanhuan ^a   Jiang, Guihua ^a   Tian, Junzhang ^a   Zhuo, Fuzhen ^a   Han, Lujun ^b   Zhang, Xuelin ^c  

^a GUANGDONG SECOND PROVINCIAL GENERAL HOSPITAL   (China)

^b SUN YAT SEN UNIVERSITY CANCER CENTER   (China)

^c SOUTHERN MEDICAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CODEINE;

ADULT; AGE; ARTICLE; BARRATT IMPULSIVENESS SCALE 11; BRAIN DISEASE; CLINICAL ARTICLE; CONTROLLED STUDY; CORPUS STRIATUM; CORRELATIONAL STUDY; COUGHING; DRUG DEPENDENCE; DRUG USE; ECHO PLANAR IMAGING; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GRAY MATTER; HUMAN; IMPULSIVENESS; LEFT DORSUM STRIATUM; MALE; MEDIAL ORBITOFRONTAL CORTEX; NAMED INVENTORIES, QUESTIONNAIRES AND RATING SCALES; NERVOUS SYSTEM PARAMETERS; ORBITAL CORTEX; PROSPECTIVE STUDY; REGIONAL HOMOGENEITY; RESTING STATE NETWORK; SYRUP; TREATMENT DURATION;

ADULT; ANTITUSSIVE AGENTS; BRAIN MAPPING; CODEINE; CORPUS STRIATUM; COUGH; FEMALE; FRONTAL LOBE; HUMANS; IMPULSIVE BEHAVIOR; MAGNETIC RESONANCE IMAGING; MALE; NONPRESCRIPTION DRUGS; PROSPECTIVE STUDIES; SUBSTANCE-RELATED DISORDERS; YOUNG ADULT;

EID: 84892400575     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0078738     Document Type: Article

References (61)

1. Vree TB, van Dongen RT, Koopman-Kimenai PM (2000) Codeine analgesia is due to codeine-6-glucuronide, not morphine. International Journal of Clinical Practice 54:395-398.
2. Shek DT, Lam CM (2006) Adolescent cough medicine abuse in Hong Kong: implications for the design of positive youth development programs in Hong Kong. International Journal of Adolescent Medicine and Health 18(3):493-503.
3. Mattoo SK, Basu D, Sharma A, Balaji M, Malhotra A (1997) Abuse of codeine-containing cough syrups: a report from India. Addiction 92(12):1783-1787.
4. Yang Y, Yuan QY (2008) Investigation and analysis on personalities of male-Codeine Phosphate addicts by MMPI. Chinese Journal of Drug Abuse Prevention and Treatment 14:143-145.
5. Wang XL, He RH, Chen HL (2011) The Survey on the State of Mental Health of 224 Cases of Cough Mixture Addicts. Chinese Journal of Social Medicine 28: 190-192.
6. Hou H, Yin S, Jia S, Hu S, Sun T, et al. (2011) Decreased striatal dopamine transporters in codeine-containing cough syrup abusers. Drug and Alcohol Dependence 118:148-151.
7. Lee TM, Zhou WH, Luo XJ, Yuen KS, Ruan XZ, et al. (2005) Neural activity associated with cognitive regulation in heroin users: A fMRI study. Neuroscience Letters 382,211-216.
8. Fu LP, Bi GH, Zou ZT, Wang Y, Ye EM, et al. (2008) Impaired response inhibition function in abstinent heroin dependents: An fMRI study. Neuroscience Letters 438,322-326.
9. Yang Z, Xie J, Shao YC, Xie CM, Fu LP, et al. (2009) Dynamic neural responses to cue-reactivity paradigms in heroin-dependent users: an fMRI study. Human Brain Mapping 30, 766-775.
10. Callicott JH, Mattay VS, Verchinski BA, Marenco S, Egan MF, et al. (2003) Complexity of prefrontal cortical dysfunction in schizophrenia: More than up or down. American Journal of Psychiatry 160:2209-2215.
11. Lui S, Ouyang L, Chen Q, Huang X, Tang H, et al. (2008) Differential interictal activity of the precuneus/posterior cingulate cortex revealed by resting state functional MRI at 3T in generalized vs. partial seizure. Journal of Magnetic Resonance Imaging 27:1214-1220.
12. Shmuel A, Leopold DA (2008) Neuronal correlates of spontaneous fluctuations in fMRI signals in monkey visual cortex: Implications for functional connectivity at rest. Human Brain Mapping 29:751-761.
13. Leopold DA, Murayama Y, Logothetis NK (2003) Very slow activity fluctuations in monkey visual cortex: Implications for functional brain imaging. Cerebral Cortex 13:422-433.
14. Laufs H, Krakow K, Sterzer P, Eger E, Beyerle A, et al. (2003) Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest. Proceedings of the National Academy of Sciences of the United States of America 100:11053-11058.
15. Goncalves SI, de Munck JC, Pouwels PJ, Schoonhoven R, Kuijer JP, et al. (2006) Correlating the alpha rhythm to BOLD using simultaneous EEG/fMRI: Inter-subject variability. NeuroImage 30:203-213.
16. Lui S, Huang X, Chen L, Tang H, Zhang T, et al. (2009) High-field MRI reveals an acute impact on brain function in survivors of the magnitude 8.0 earthquake in China. Proceedings of the National Academy of Sciences of the United States of America 106(36):15412-7.
17. Jiang GH, Qiu YW, Zhang XL, Han LJ, Lv XF, et al. (2011) Amplitude low-frequency oscillation abnormalities in the heroin users: a resting state fMRI study. NeuroImage 57(1):149-54.
18. Qiu YW, Han LJ, Lv XF, Jiang GH, Tian JZ, et al. (2011) Regional homogeneity changes in heroin-dependent individuals: resting-state functional MR imaging study. Radiology 261(2):551-9.
19. Kelly C, Zuo XN, Gotimer K, Cox CL, Lynch L, et al. (2011) Reduced interhemispheric resting state functional connectivity in cocaine addiction. Biological Psychiatry 69(7):684-92.
20. Gu H, Salmeron BJ, Ross TJ, Geng X, Zhan W, et al. (2010) Mesocorticolimbic circuits are impaired in chronic cocaine users as demonstrated by resting-state functional connectivity. NeuroImage 53(2):593-601.
21. Zang Y, Jiang T, Lu Y, He Y, Tian L (2004) Regional homogeneity approach to fMRI data analysis. NeuroImage 22(1):394-400.
22. Wang L, Song M, Jiang T, Zhang Y, Yu C (2011) Regional homogeneity of the resting-state brain activity correlates with individual intelligence. Neuroscience Letters 488(3):275-8.
23. Moeller FG, Dougherty DM, Barratt ES, Schmitz JM, Swann AC, et al. (2001) The impact of impulsivity on cocaine use and retention in treatment. Journal of Substance Abuse Treatment 21:193-198.
24. Kaufman JN, Ross TJ, Stein EA, Garavan H (2003) Cingulate hypoactivity in cocaine users during a GO-NOGO task as revealed by event-related functional magnetic resonance imaging. Journal of Neuroscience 23:7839-7843.
25. Qiu YW, Jiang GH, Su HH, Lv XF, Tian JZ, et al. (2013) The impulsivity behavior is correlated with prefrontal cortex gray matter volume reduction in heroin-dependent individuals. Neurosci Lett 538: 43-48.
26. Yuan Y, Zhu ZD, Shi J, Zou Z, Yuan F, et al. (2009) Gray matter density negatively correlates with duration of heroin use in young lifetime heroin dependent individuals. Brain Cogn 71(3):223-228.
27. Patton JH, Stanford MS, Barratt ES (1995) Factor structure of the Barratt impulsiveness scale. Journal of Clinical and Experimental Neuropsychology 51:768-774.
28. Yao S, Yang H, Zhu X, Auerbach RP, Abela JR, et al. (2007) An examination of the psychometric properties of the Chinese version of the Barratt Impulsiveness Scale, 11th version in a sample of Chinese adolescents. Perceptual and Motor Skills 104:1169-1182.
29. Song XW, Dong ZY, Long XY, Li SF, Zuo XN, et al. (2011) REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS One 6(9):e25031.
30. Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magnetic Resonance in Medicine 34(4):537-541.
31. Lowe MJ, Mock BJ, Sorenson JA (1998) Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. NeuroImage 7:119-132.
32. Kendall M, Gibbons JD (1990) Rank correlation methods. Oxford, England: Oxford University Press.
33. Ashburner J (2007) A fast diffeomorphic image registration algorithm. Neuroimage 38(1):95-113.
34. He Y, Wang L, Zang Y, Tian L, Zhang X, et al. (2007) Regional coherence changes in the early stages of Alzheimer's disease: a combined structural and resting-state functional MRI study. NeuroImage 35:488-500.
35. Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA, et al. (1995) Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold. Magnetic Resonance in Medicine 33(5): 636-647.
36. Dai XJ, Gong HH, Wang YX, Zhou FQ, Min YJ, et al. (2012) Gender differences in brain regional homogeneity of healthy subjects after normal sleep and after sleep deprivation: a resting-state fMRI study. Sleep Med 13(6):720-727.
37. Ojemann JG, Akbudak E, Snyder AZ, McKinstry RC, Raichle ME, et al. (1997) Anatomic localization and quantitative analysis of gradient refocused echoplanar fMRI susceptibility artifacts. Neuroimage 6:156-167.
38. Kringelbach ML (2005) The orbitofrontal cortex: linking reward to hedonic experience. Nature Reviews Neuroscience. 6, 691-702.
39. Botelho MF, Relvas JS, Abrantes M, Cunha MJ, Marques TR, et al. (2006) Brain blood flow SPET imaging in heroin abusers. Annals of the New York Academy of Sciences 1074:466-477.
40. Volkow ND, Wang GJ, Ma Y, Fowler JS, Wong C, et al. (2005) Activation of orbital and medial prefrontal cortex by methylphenidate in cocaine-addicted subjects but not in controls: relevance to addiction. Journal of Neuroscience 25:3932-3939.
41. Maas LC, Lukas SE, Kaufman MJ, Weiss RD, Daniels SL, et al. (1998) Functional magnetic resonance imaging of human brain activation during cue-induced cocaine craving. American Journal of Psychiatry 155, 124-126.
42. Garavan H, Pankiewicz J, Bloom A, Cho JK, Sperry L, et al. (2000) Cue induced cocaine craving: neuroanatomical specificity for drug users and drug stimuli. American Journal of Psychiatry 157, 1789-1798.
43. Wexler BE, Gottschalk CH, Fulbright RK, Prohovnik I, Lacadie CM, et al. (2001) Functional magnetic resonance imaging of cocaine craving. American Journal of Psychiatry 158, 86-95.
44. Xiao Z, Lee T, Zhang JX, Wu Q, Wu R, et al. (2006) Thirsty heroin addicts show different fMRI activations when exposed to water-related and drug-related cues. Drug and Alcohol Dependence 83, 157-162.
45. Goldstein RZ, Alia-Klein N, Tomasi D, Zhang L, Cottone LA, et al. (2007) Is decreased prefrontal cortical sensitivity to monetary reward associated with impaired motivation and self-control in cocaine addiction? American Journal of Psychiatry 164, 43-51.
46. Ma N, Liu Y, Fu XM, Li N, Wang CX, et al. (2010) Addiction related alteration in resting-state brain connectivity. NeuroImage 49, 738-44.
47. Voorn P, Vanderschuren LJ, Groenewegen HJ, Robbins TW, Pennartz CM (2004) Putting a spin on the dorsal-ventral divide of the striatum. Trends in Neurosciences 27(8):468-474.
48. Zald DH, Boileau I, El-Dearedy W, Gunn R, McGlone F, et al. (2004) Dopamine transmission in the human striatum during monetary reward tasks. Journal of Neuroscience 24(17):4105-4112.
49. Volkow ND, Fowler JS, Wang GJ, Baler R, Telang F (2009) Imaging dopamine's role in drug abuse and addiction. Neuropharmacology 56:3-8.
50. Ersche KD, Barnes A, Jones PS, Morein-Zamir S, Robbins TW, et al. (2011) Abnormal structure of frontostriatal brain systems is associated with aspects of impulsivity and compulsivity in cocaine dependence. Brain 134:2013-24.
51. Asensio S, Romero MJ, Romero FJ, Wong C, Alia-Klein N, et al. (2010) Striatal dopamine D2 receptor availability predicts the thalamic and medial prefrontal responses to reward in cocaine abusers three years later. Synapse 64(5):397-402.
52. 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.
53. Shek D, Lam CM (2008) Beliefs about cough medicine abuse among Chinese young people in Hong Kong. Soc Behav Pers 36:135-144
54. Matsuo K, Nicoletti M, Nemoto K, Hatch JP, Peluso MA, et al. (2009) A voxel-based morphometry study of frontal gray matter correlates of impulsivity. Human Brain Mapping 30(4):1188-1195.
55. Cao Q, Zang Y, Sun L, Sui M, Long X, et al. (2006) Abnormal neural activity in children with attention deficit hyperactivity disorder: a resting-state functional magnetic resonance imaging study. Neuroreport 17(10):1033-1036.
56. Wilson W, Mathew R, Turkington T, Hawk T, Coleman RE, et al. (2000) Brain morphological changes and early marijuana use: a magnetic resonance and positron emission tomography study. Journal of Addictive Diseases 19:1-22.
57. Bokde AL, Pietrini P, Ibáñez V, Furey ML, Alexander GE, et al. (2001) The effect of brain atrophy on cerebral hypometabolism in the visual variant of Alzheimer disease. Arch. Neurol 58:480-486.
58. Ibáñez V, Pietrini P, Alexander GE, Furey ML, Teichberg D, et al. (1998) Regional glucose metabolic abnormalities are not the result of atrophy in Alzheimer's disease. Neurology 50:1585-1593.
59. Remy F, Mirrashed F, Campbell B, Richter W (2005) Verbal episodic memory impairment in Alzheimer's disease: a combined structural and functional MRI study. NeuroImage 25:253-266.
60. Prvulovic D, Hubl D, Sack AT, Melillo L, Maurer K, et al. (2002) Functional imaging of visuospatial processing in Alzheimer's disease. NeuroImage 17:1403-1414.
61. He Y, Wang L, Zang Y, Tian L, Zhang X, et al. (2007) Regional coherence changes in the early stages of Alzheimer's disease: a combined structural and resting-state functional MRI study. NeuroImage 35(2):488-500.