White matter microstructure and impulsivity in methamphetamine dependence with and without a history of psychosis

Human Brain Mapping

Volumn 37, Issue 6, 2016, Pages 2055-2067

  Uhlmann, Anne ^a   Fouche, Jean Paul ^a,b   Lederer, Katharina ^a   Meintjes, Ernesta M ^a   Wilson, Don ^a   Stein, Dan J ^a  

^a UNIVERSITY OF CAPE TOWN   (South Africa)

^b STELLENBOSCH UNIVERSITY   (South Africa)

Author keywords

Anisotropy; Brain; Diffusion tensor imaging; Diffusivity; Impulsive behavior; Psychostimulant; Psychotic disorders; TBSS

Indexed keywords

METHAMPHETAMINE; NEUROLEPTIC AGENT; CENTRAL STIMULANT AGENT;

ADULT; ARTICLE; CAPSULA INTERNA; CEREBRAL PEDUNCLE; CLINICAL ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; CORPUS CALLOSUM; DIFFUSION TENSOR IMAGING; DSM-IV-TR; FEMALE; FOLLOW UP; FRACTIONAL ANISOTROPY; HUMAN; IMPULSIVENESS; MALE; METHAMPHETAMINE DEPENDENCE; POSITIVE AND NEGATIVE SYNDROME SCALE; PRIORITY JOURNAL; PSYCHOSIS; SENSATION SEEKING; SUBSTANCE USE; SUPERIOR LONGITUDINAL FASCICULUS; UNCINATE FASCICULUS; WHITE MATTER; ADOLESCENT; AMPHETAMINE DEPENDENCE; AUTOMATED PATTERN RECOGNITION; BRAIN; COMPLICATION; DIAGNOSTIC IMAGING; DRUG EFFECTS; IMAGE PROCESSING; PSYCHOLOGICAL RATING SCALE; PSYCHOLOGY; QUESTIONNAIRE; YOUNG ADULT;

ADOLESCENT; ADULT; AMPHETAMINE-RELATED DISORDERS; BRAIN; CENTRAL NERVOUS SYSTEM STIMULANTS; DIFFUSION TENSOR IMAGING; FEMALE; FOLLOW-UP STUDIES; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; IMPULSIVE BEHAVIOR; MALE; METHAMPHETAMINE; PATTERN RECOGNITION, AUTOMATED; PSYCHIATRIC STATUS RATING SCALES; PSYCHOSES, SUBSTANCE-INDUCED; SURVEYS AND QUESTIONNAIRES; WHITE MATTER; YOUNG ADULT;

EID: 84967332913     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.23159     Document Type: Article

References (69)

1. Al-Amin MM, Nasir Uddin MM, Mahmud Reza H (2013): Effects of antipsychotics on the inflammatory response system of patients with schizophrenia in peripheral blood mononuclear cell cultures. Clin Psychopharmacol Neurosci 11:144-151.
2. Alexander AL, Lee JE, Lazar M, Field AS (2007): Diffusion tensor imaging of the brain. Neurotherapeutics 4:316-329.
3. Alicata D, Chang L, Cloak C, Abe K, Ernst T (2009): Higher diffusion in striatum and lower fractional anisotropy in white matter of methamphetamine users. Psychiatry Res 174:1-8.
4. Aoki Y, Orikabe L, Takayanagi Y, Yahata N, Mozue Y, Sudo Y, Ishii T, Itokawa M (2013): Volume reductions in frontopolar and left perisylvian cortices in methamphetamine induced psychosis. Schizophr Res 147:355-361.
5. Asanuma M, Miyazaki I, Higashi Y, Tsuji T, Ogawa N (2004): Specific gene expression and possible involvement of inflammation in methamphetamine-induced neurotoxicity. Ann NY Acad Sci 1025:69-75.
6. Aung WY, Mar S, Benzinger TL (2013): Diffusion tensor MRI as a biomarker in axonal and myelin damage. Imaging in Medicine 5:427-440.
7. Barr AM, Panenka WJ, MacEwan GW, Thornton AE, Lang DJ, Honer WG, Lecomte T (2006): The need for speed: An update on methamphetamine addiction. J Psychiatr Neurosci 31:301-313.
8. Becker MP, Collins PF, Lim KO, Muetzel RL, Luciana M (2015): Longitudinal changes in white matter microstructure after heavy cannabis use. Dev Cogn Neurosci 16:23-35.
9. Barysheva M, Jahanshad N, Foland-Ross L, Altshuler LL, Thompson PM (2013): White matter microstructural abnormalities in bipolar disorder: A whole brain diffusion tensor imaging study. NeuroImage Clin 2:558-568.
10. Beaulieu C (2002): The basis of anisotropic water diffusion in the nervous system-A technical review. NMR Biomed 15:435-455.
11. Carletti F, Woolley JB, Bhattacharyya S, Perez-Iglesias R, Poli PF, Valmaggia L, Broome MR, Bramon E, Johns L, Giampietro V, Williams SCR, Barker GJ, McGuire PK (2012): Alterations in white matter evident before the onset of psychosis. Schizophr Bull 38:1170-1179.
12. Chung A, Lyoo IK, Kim SJ, Hwang J, Bae SC, Sung YH, Sim ME, Song IC, Kim J, Chang KH, Renshaw PF (2007): Decreased frontal white-matter integrity in abstinent methamphetamine abusers. Int J Neuropsychopharmacol 10:765-775.
13. Cyders MA, Smith GT, Spillane NS, Fischer S, Annus AM, Peterson C (2007): Integration of impulsivity and positive mood to predict risky behavior: Development and validation of a measure of positive urgency. Psychol Assess 19:107-118.
14. Dawe S, Davis P, Lapworth K, McKetin R (2009): Mechanisms underlying aggressive and hostile behavior in amphetamine users. Curr Opin Psychiatry 22:269-273.
15. Ernst T, Chang L, Leonido-Yee M, Speck O (2000): Evidence for long-term neurotoxicity associated with methamphetamine abuse: A 1H MRS study. Neurology 54:1344-1349.
16. Fields RD (2008): White matter in learning, cognition and psychiatric disorders. Trends Neurosci 31:361-370.
17. First MB, Gibbon M, Spitzer RL, Williams JBW (2002): User's Guide for the Structured Clinical Interview for DSM-IV-TR Axis I Disorders-Research Version - (SCID-I for DSM-IV-TR, November 2002 Revision).
18. Genc K, Genc S, Kizildag S, Sonmez U, Yilmaz O, Tugyan K, Ergur B, Sonmez A, Buldan Z (2003): Methamphetamine induces oligodendroglial cell death in vitro. Brain Res 982:125-130.
19. Goldstein RZ, Volkow ND (2011): Dysfunction of the prefrontal cortex in addiction: Neuroimaging findings and clinical implications. Nat Rev Neurosci 12:652-669.
20. Gons RA, van Norden AG, de Laat KF, van Oudheusden LJ, van Uden IW, Zwiers MP, Norris DG, de Leeuw FE (2011): Cigarette smoking is associated with reduced microstructural integrity of cerebral white matter. Brain 134:2116-2124.
21. Harsan LA, Poulet P, Guignard B, Steibel J, Parizel N, de Sousa PL, Boehm N, Grucker D, Ghandour MS (2006): Brain dysmyelination and recovery assessment by noninvasive in vivo diffusion tensor magnetic resonance imaging. J Neurosci Res 83:392-402.
22. Hasan KM, Narayana PA (2006): Retrospective measurement of the diffusion tensor eigenvalues from diffusion anisotropy and mean diffusivity in DTI. Magn Reson Med 56:130-137.
23. Herrera JJ, Chacko T, Narayana PA (2008): Histological correlation of diffusion tensor imaging metrics in experimental spinal cord injury. J Neurosci Res 86:443-447.
24. Hoptman MJ, Ardekani BA, Butler PD, Nierenberg J, Javitt DC, Lim KO (2004): DTI and impulsivity in schizophrenia: A first voxelwise correlational analysis. Neuroreport 15:2467-2470.
25. 1H-MRS in methamphetamine dependence and methamphetamine induced psychosis. Schizophr Res 153:122-128.
26. Hua K, Zhang J, Wakana S, Jiang H, Li X, Reich DS, Calabresi PA, Pekar JJ, van Zijl PC, Mori S (2008): Tract probability maps in stereotaxic spaces: Analyses of white matter anatomy and tract-specific quantification. NeuroImage 39:336-347.
27. Karlsgodt KH, Niendam TA, Bearden CE, Cannon TD (2009): White matter integrity and prediction of social and role functioning in subjects at ultra-high risk for psychosis. Biol Psychiatry 66:562-569.
28. Kay SR, Fiszbein A, Opler LA (1987): The positive and negative syndrome scale (PANSS) for schizophrenia. Schizophr Bull 13:261-276.
29. Kim IS, Kim YT, Song HJ, Lee JJ, Kwon DH, Lee HJ, Kim MN, Yoo DS, Chang Y (2009): Reduced corpus callosum white matter microstructural integrity revealed by diffusion tensor eigenvalues in abstinent methamphetamine addicts. Neurotoxicology 30:209-213.
30. Kim SJ, Lyoo IK, Hwang J, Sung YH, Lee HY, Lee DS, Jeong DU, Renshaw PF (2005): Frontal glucose hypometabolism in abstinent methamphetamine users. Neuropsychopharmacology 30:1383-1391.
31. Krasnova IN, Cadet JL (2009): Methamphetamine toxicity and messengers of death. Brain Res Rev 60:379-407.
32. Kubicki M, McCarley R, Westin CF, Park HJ, Maier S, Kikinis R, Jolesz FA, Shenton ME (2007): A review of diffusion tensor imaging studies in schizophrenia. J Psychiatry Res 41:15-30.
33. Kyriakopoulos M, Bargiotas T, Barker G, Frangou S (2008): Diffusion tensor imaging in schizophrenia. Eur Psychiatry 23:255-273.
34. Lagopoulos J, Hermens DF, Hatton SN, Battisti RA, Tobias-Webb J, White D, Naismith SL, Scott EM, Ryder WJ, Bennett MR, Hickie IB (2013): Microstructural white matter changes are correlated with the stage of psychiatric illness. Transl Psychiatry 3:e248
35. Le Bihan D, Mangin JF, Poupon C, Clark CA, Pappata S, Molko N, Chabriat H (2001): Diffusion tensor imaging: Concepts and applications. J Magn Reson Imaging 13:534-546.
36. Liao Y, Tang J, Deng Q, Deng Y, Luo T, Wang X, Chen H, Liu T, Chen X, Brody AL, Hao W (2011): Bilateral fronto-parietal integrity in young chronic cigarette smokers: A diffusion tensor imaging study. PLoS ONE 6:e26460
37. Lim KO, Wozniak JR, Mueller BA, Franc DT, Specker SM, Rodriguez CP, Silverman AB, Rotrosen JP (2008): Brain macrostructural and microstructural abnormalities in cocaine dependence. Drug Alcohol Depend 92:164-172.
38. Metwalli NS, Benatar M, Nair G, Usher S, Hu X, Carew JD (2010): Utility of axial and radial diffusivity from diffusion tensor MRI as markers of neurodegeneration in amyotrophic lateral sclerosis. Brain Res 1348:156-164.
39. Minami T, Nobuhara K, Okugawa G, Takase K, Yoshida T, Sawada S, Ha-Kawa S, Ikeda K, Kinoshita T (2003): Diffusion tensor magnetic resonance imaging of disruption of regional white matter in schizophrenia. Neuropsychobiology 47:141-145.
40. Moeller (2005): Reduced anterior corpus callosum white matter integrity is related to increased impulsivity and reduced discriminability in cocaine-dependent subjects: Diffusion tensor imaging. Neuropsychopharmacology 30:610-617.
41. Moreno-Lopez L, Catena A, Fernandez-Serrano MJ, Delgado-Rico E, Stamatakis EA, Perez-Garcia M, Verdejo-García A (2012): Trait impulsivity and prefrontal gray matter reductions in cocaine dependent individuals. Drug Alcohol Depend 125:208-214.
42. Mori S, Oishi K, Jiang H, Jiang L, Li X, Akhter K, Hua K, Faria AV, Mahmood A, Woods R, Toga AW, Pike GB, Neto PR, Evans A, Zhang J, Huang H, Miller MI, van Zijl P, Mazziotta J (2008): Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template. NeuroImage 40:570-582.
43. Noh JS, Kang HJ, Kim EY, Sohn S, Chung YK, Kim SU, Gwag BJ (2000): Haloperidol-induced neuronal apoptosis: Role of p38 and c-Jun-NH(2)-terminal protein kinase. J Neurochem 75:2327-2334.
44. Onu M, Ferastraoaru V, Roceanu A, Bajenaru A (2011): Axial diffusivity-An intriguing MR marker. Eur Soc Radiol Poster C-1499.
45. Paul RH, Grieve SM, Niaura R, David SP, Laidlaw DH, Cohen R, Sweet L, Taylor G, Clark CR, Pogun S, Gordon E (2008): Chronic cigarette smoking and the microstructural integrity of white matter in healthy adults: A diffusion tensor imaging study. Nicotine Tob Res 10:137-147.
46. Plüddemann A, Flisher AJ, Mathews C, Parry CDH, Lombard CA (2010): Methamphetamine use, aggressive behaviour and other mental health issues among high-school students in Cape Town, South Africa. Drug Alcohol Depend 109:14-19.
47. Quirk GJ, Beer JS (2006): Prefrontal involvement in the regulation of emotion: Convergence of rat and human studies. Curr Opin Neurobiol 16:723-727.
48. Salo R, Nordahl TE, Buonocore MH, Natsuaki Y, Waters C, Moore CD, Galloway GP, Leamon MH (2009): Cognitive control and white matter callosal microstructure in methamphetamine-dependent subjects: A diffusion tensor imaging study. Biol Psychiatry 65:122-128.
49. Savjani RR, Velasquez KM, Thompson-Lake DG, Baldwin PR, Eagleman DM, De La Garza R, 2nd Salas R (2014): Characterizing white matter changes in cigarette smokers via diffusion tensor imaging. Drug Alcohol Depend 145:134-142.
50. Schwartz DL, Mitchell AD, Lahna DL, Luber HS, Huckans MS, Mitchell SH, Hoffman WF (2010): Global and local morphometric differences in recently abstinent methamphetamine-dependent individuals. NeuroImage 50:1392-1401.
51. Seki Y, Kato TA, Monji A, Mizoguchi Y, Horikawa H, Sato-Kasai M, Yoshiga D, Kanba S (2013): Pretreatment of aripiprazole and minocycline, but not haloperidol, suppresses oligodendrocyte damage from interferon-γ-stimulated microglia in co-culture model. Schizophr Res 151:20-28.
52. Semple SJ, Zians J, Grant I, Patterson TL (2005): Impulsivity and methamphetamine use. J Subst Abuse Treat 29:85-93.
53. Shin YW, Kwon JS, Ha TH, Park HJ, Kim DJ, Hong SB, Moon WJ, Lee JM, Kim IY, Kim SI, Chung EC (2006): Increased water diffusivity in the frontal and temporal cortices of schizophrenic patients. NeuroImage 30:1285-1291.
54. Shizukuishi T, Abe O, Aoki S (2013): Diffusion tensor imaging analysis for psychiatric disorders. Magn Reson Med Sci 12:153-159.
55. Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TEJ, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy R, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004): Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 23:208-219.
56. Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TEJ (2006): Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data. NeuroImage 31:1487-1505.
57. Stautz K, Cooper A (2013): Impulsivity-related personality traits and adolescent alcohol use: A meta-analytic review. Clin Psychol Rev 33:574-592.
58. Sung YH, Cho SC, Hwang J, Kim SJ, Kim H, Bae S, Kim N, Chang KH, Daniels M, Renshaw PF, Lyoo IK (2007): Relationship between N-acetyl-aspartate in gray and white matter of abstinent methamphetamine abusers and their history of drug abuse: A proton magnetic resonance spectroscopy study. Drug Alcohol Depend 88:28-35.
59. Takahashi N, Sakurai T, Davis KL, Buxbaum JD (2011): Linking oligodendrocyte and myelin dysfunction to neurocircuitry abnormalities in schizophrenia. Prog Neurobiol 93:13-24.
60. Thompson PM, Hayashi KM, Simon SL, Geaga JA, Hong MS, Sui Y, Lee JY, Toga AW, Ling W, London ED (2004): Structural abnormalities in the brains of human subjects who use methamphetamine. J Neurosci 24:6028-6036.
61. Tobias MC, O'Neill J, Hudkins M, Bartzokis G, Dean AC, London ED (2010): White-matter abnormalities in brain during early abstinence from methamphetamine abuse. Psychopharmacology 209:13-24.
62. Verdejo-Garcia A, Bechara A, Recknor EC, Perez-Garcia M (2007): Negative emotion-driven impulsivity predicts substance dependence problems. Drug Alcohol Depend 91:213-219.
63. Wang Q, Cheung C, Deng W, Li M, Huang C, Ma X, Wang Y, Jiang L, Sham PC, Collier DA, Gong Q, Chua SE, McAlonan GM, Li T (2013): White-matter microstructure in previously drug-naive patients with schizophrenia after 6 weeks of treatment. Psychol Med 43:2301-2309.
64. Wheeler-Kingshott CA, Cercignani M (2009): About 'axial' and 'radial' diffusivities. Magn Reson Med 61:1255-1260.
65. White T, Nelson M, Lim KO (2008): Diffusion tensor imaging in psychiatric disorders. Top Magn Reson Imaging 19:97-109.
66. White T, Ehrlich S, Ho BC, Manoach DS, Caprihan A, Schulz SC, Andreasen NC, Gollub RL, Calhoun VD, Magnotta VA (2013): Spatial characteristics of white matter abnormalities in schizophrenia. Schizophr Bull 39:1077-1086.
67. Winkler AM, Ridgway GR, Webster MA, Smith SM, Nichols TE (2014): Permutation inference for the general linear model. NeuroImage 92:381-397.
68. World Medical Association (2013): WMA declaration of Helsinki: Ethical principles for medical research involving human subjects. Retrieved from http://www.wma.net/en/30publications/10policies/b3/.
69. Zhang X, Stein EA, Hong LE (2010): Smoking and schizophrenia independently and additively reduce white matter integrity between striatum and frontal cortex. Biol Psychiatry 68:674-677.