Abnormal cortical thickness in heroin-dependent individuals

NeuroImage

Volumn 88, Issue , 2014, Pages 295-307

  Li, Meng ^a   Tian, Junzhang ^b   Zhang, Ruibin ^a   Qiu, Yingwei ^b   Wen, Xue ^a   Ma, Xiaofen ^b   Wang, Junjing ^a   Xu, Yong ^a   Jiang, Guihua ^b   Huang, Ruiwang ^a  

^a SOUTH CHINA NORMAL UNIVERSITY   (China)

^b GUANGDONG SECOND PROVINCIAL GENERAL HOSPITAL   (China)

Author keywords

Addiction; Cortical thickness; Duration of heroin use; ROI wise; Vertex wise

Indexed keywords

ADULT; ARTICLE; BRAIN DISEASE; BRAIN REGION; CALCARINE SULCUS; CLINICAL ARTICLE; COLLATERAL SULCUS; CONTROLLED STUDY; CORTICAL THICKNESS (BRAIN); CUNEUS; DISEASE DURATION; FEMALE; FRONTAL CORTEX; HEROIN DEPENDENCE; HUMAN; IMAGE QUALITY; IMAGING SOFTWARE; INSULA; MALE; MORPHOMETRICS; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; OCCIPITAL CORTEX; PARIETAL CORTEX; PRECUNEUS; PRIORITY JOURNAL; SUPERIOR FRONTAL GYRUS; SUPERIOR TEMPORAL GYRUS; TEMPORAL CORTEX; THREE DIMENSIONAL IMAGING;

ADDICTION; CORTICAL THICKNESS; DURATION OF HEROIN USE; ROI-WISE; VERTEX-WISE;

ADULT; CEREBRAL CORTEX; FEMALE; HEROIN DEPENDENCE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED;

EID: 84896718602     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.10.021     Document Type: Article

References (123)

1. Adolphs R. Cognitive neuroscience of human social behaviour. Nat. Rev. Neurosci. 2003, 4:165-178.
2. Almeida L.G., Ricardo-Garcell J., Prado H., Barajas L., Fernandez-Bouzas A., Avila D., Martinez R.B. Reduced right frontal cortical thickness in children, adolescents and adults with ADHD and its correlation to clinical variables: a cross-sectional study. J. Psychiatr. Res. 2010, 44:1214-1223.
3. Asplund C.L., Todd J.J., Snyder A.P., Marois R. A central role for the lateral prefrontal cortex in goal-directed and stimulus-driven attention. Nat. Neurosci. 2010, 13:507-512.
4. Baler R.D., Volkow N.D. Drug addiction: the neurobiology of disrupted self-control. Trends Mol. Med. 2006, 12:559-566.
5. Barros-Loscertales A., Garavan H., Bustamante J.C., Ventura-Campos N., Llopis J.J., Belloch V., Parcet M.A., Avila C. Reduced striatal volume in cocaine-dependent patients. Neuroimage 2011, 56:1021-1026.
6. Benoit R.G., Gilbert S.J., Frith C.D., Burgess P.W. Rostral prefrontal cortex and the focus of attention in prospective memory. Cereb Cortex 2012, 22:1876-1886.
7. Bigler E.D., Mortensen S., Neeley E.S., Ozonoff S., Krasny L., Johnson M., Lu J., Provencal S.L., McMahon W., Lainhart J.E. Superior temporal gyrus, language function, and autism. Dev. Neuropsychol. 2007, 31:217-238.
8. Bookstein F.L. "Voxel-based morphometry" should not be used with imperfectly registered images. Neuroimage 2001, 14:1454-1462.
9. Brody A.L., Mandelkern M.A., London E.D., Childress A.R., Lee G.S., Bota R.G., Ho M.L., Saxena S., Baxter L.R., Madsen D., Jarvik M.E. Brain metabolic changes during cigarette craving. Arch. Gen. Psychiatry 2002, 59:1162-1172.
10. Brody A.L., Mandelkern M.A., Jarvik M.E., Lee G.S., Smith E.C., Huang J.C., Bota R.G., Bartzokis G., London E.D. Differences between smokers and nonsmokers in regional gray matter volumes and densities. Biol. Psychiatry 2004, 55:77-84.
11. Chang L., Yakupov R., Cloak C., Ernst T. Marijuana use is associated with a reorganized visual-attention network and cerebellar hypoactivation. Brain 2006, 129:1096-1112.
12. Chang L.J., Yarkoni T., Khaw M.W., Sanfey A.G. Decoding the role of the insula in human cognition: functional parcellation and large-scale reverse inference. Cereb. Cortex 2013, 23:739-749.
13. Clark L., Bechara A., Damasio H., Aitken M.R., Sahakian B.J., Robbins T.W. Differential effects of insular and ventromedial prefrontal cortex lesions on risky decision-making. Brain 2008, 131:1311-1322.
14. Clarkson M.J., Cardoso M.J., Ridgway G.R., Modat M., Leung K.K., Rohrer J.D., Fox N.C., Ourselin S. A comparison of voxel and surface based cortical thickness estimation methods. Neuroimage 2011, 57:856-865.
15. Contreras M., Ceric F., Torrealba F. Inactivation of the interoceptive insula disrupts drug craving and malaise induced by lithium. Science 2007, 318:655-658.
16. Cowan R.L., Lyoo I.K., Sung S.M., Ahn K.H., Kim M.J., Hwang J., Haga E., Vimal R.L., Lukas S.E., Renshaw P.F. Reduced cortical gray matter density in human MDMA (Ecstasy) users: a voxel-based morphometry study. Drug Alcohol Depend. 2003, 72:225-235.
17. Craig A.D. How do you feel-now? The anterior insula and human awareness. Nat. Rev. Neurosci. 2009, 10:59-70.
18. Critchley H.D., Wiens S., Rotshtein P., Ohman A., Dolan R.J. Neural systems supporting interoceptive awareness. Nat. Neurosci. 2004, 7:189-195.
19. Daglish M.R., Weinstein A., Malizia A.L., Wilson S., Melichar J.K., Lingford-Hughes A., Myles J.S., Grasby P., Nutt D.J. Functional connectivity analysis of the neural circuits of opiate craving: "more" rather than "different"?. Neuroimage 2003, 20:1964-1970.
20. Dale A.M., Fischl B., Sereno M.I. Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 1999, 9:179-194.
21. Danos P., Kasper S., Grunwald F., Klemm E., Krappel C., Broich K., Hoflich G., Overbeck B., Biersack H.J., Moller H.J. Pathological regional cerebral blood flow in opiate-dependent patients during withdrawal: a HMPAO-SPECT study. Neuropsychobiology 1998, 37:194-199.
22. Daumann J., Koester P., Becker B., Wagner D., Imperati D., Gouzoulis-Mayfrank E., Tittgemeyer M. Medial prefrontal gray matter volume reductions in users of amphetamine-type stimulants revealed by combined tract-based spatial statistics and voxel-based morphometry. Neuroimage 2011, 54:794-801.
23. Desikan R.S., Segonne F., Fischl B., Quinn B.T., Dickerson B.C., Blacker D., Buckner R.L., Dale A.M., Maguire R.P., Hyman B.T., Albert M.S., Killiany R.J. An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 2006, 31:968-980.
24. Destrieux C., Fischl B., Dale A., Halgren E. Automatic parcellation of human cortical gyri and sulci using standard anatomical nomenclature. Neuroimage 2010, 53:1-15.
25. Dickerson B.C., Fenstermacher E., Salat D.H., Wolk D.A., Maguire R.P., Desikan R., Pacheco J., Quinn B.T., Van der Kouwe A., Greve D.N., Blacker D., Albert M.S., Killiany R.J., Fischl B. Detection of cortical thickness correlates of cognitive performance: reliability across MRI scan sessions, scanners, and field strengths. Neuroimage 2008, 39:10-18.
26. Ersche K.D., Fletcher P.C., Roiser J.P., Fryer T.D., London M., Robbins T.W., Sahakian B.J. Differences in orbitofrontal activation during decision-making between methadone-maintained opiate users, heroin users and healthy volunteers. Psychopharmacology (Berl) 2006, 188:364-373.
27. Ersche K.D., Barnes A., Jones P.S., Morein-Zamir S., Robbins T.W., Bullmore E.T. Abnormal structure of frontostriatal brain systems is associated with aspects of impulsivity and compulsivity in cocaine dependence. Brain 2011, 134:2013-2024.
28. Ersche K.D., Jones P.S., Williams G.B., Turton A.J., Robbins T.W., Bullmore E.T. Abnormal brain structure implicated in stimulant drug addiction. Science 2012, 335:601-604.
29. Everitt B.J., Robbins T.W. Neural systems of reinforcement for drug addiction: from actions to habits to compulsion. Nat. Neurosci. 2005, 8:1481-1489.
30. Eyler L.T., Chen C.H., Panizzon M.S., Fennema-Notestine C., Neale M.C., Jak A., Jernigan T.L., Fischl B., Franz C.E., Lyons M.J., Grant M., Prom-Wormley E., Seidman L.J., Tsuang M.T., Fiecas M.J., Dale A.M., Kremen W.S. A comparison of heritability maps of cortical surface area and thickness and the influence of adjustment for whole brain measures: a magnetic resonance imaging twin study. Twin Res. Hum. Genet. 2012, 15:304-314.
31. Filbey F.M., Schacht J.P., Myers U.S., Chavez R.S., Hutchison K.E. Marijuana craving in the brain. Proc. Natl. Acad. Sci. U. S. A. 2009, 106:13016-13021.
32. Fischl B., Sereno M.I., Dale A.M. Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. Neuroimage 1999, 9:195-207.
33. Fischl B., Sereno M.I., Tootell R.B., Dale A.M. High-resolution intersubject averaging and a coordinate system for the cortical surface. Hum. Brain Mapp. 1999, 8:272-284.
34. Fischl B., van der Kouwe A., Destrieux C., Halgren E., Segonne F., Salat D.H., Busa E., Seidman L.J., Goldstein J., Kennedy D., Caviness V., Makris N., Rosen B., Dale A.M. Automatically parcellating the human cerebral cortex. Cereb. Cortex 2004, 14:11-22.
35. Franklin T.R., Acton P.D., Maldjian J.A., Gray J.D., Croft J.R., Dackis C.A., O'Brien C.P., Childress A.R. Decreased gray matter concentration in the insular, orbitofrontal, cingulate, and temporal cortices of cocaine patients. Biol. Psychiatry 2002, 51:134-142.
36. Fu L.P., Bi G.H., Zou Z.T., Wang Y., Ye E.M., Ma L., Ming F., Yang Z. Impaired response inhibition function in abstinent heroin dependents: an fMRI study. Neurosci. Lett. 2008, 438:322-326.
37. Gallinat J., Meisenzahl E., Jacobsen L.K., Kalus P., Bierbrauer J., Kienast T., Witthaus H., Leopold K., Seifert F., Schubert F., Staedtgen M. Smoking and structural brain deficits: a volumetric MR investigation. Eur. J. Neurosci. 2006, 24:1744-1750.
38. Galynker I.I., Eisenberg D., Matochik J.A., Gertmenian-King E., Cohen L., Kimes A.S., Contoreggi C., Kurian V., Ernst M., Rosenthal R.N., Prosser J., London E.D. Cerebral metabolism and mood in remitted opiate dependence. Drug Alcohol Depend. 2007, 90:166-174.
39. Garavan H. Insula and drug cravings. Brain Struct. Funct. 2010, 214:593-601.
40. Glascher J., Adolphs R., Damasio H., Bechara A., Rudrauf D., Calamia M., Paul L.K., Tranel D. Lesion mapping of cognitive control and value-based decision making in the prefrontal cortex. Proc. Natl. Acad. Sci. U. S. A. 2012, 109:14681-14686.
41. Glasser M.F., Sotiropoulos S.N., Wilson J.A., Coalson T.S., Fischl B., Andersson J.L., Xu J., Jbabdi S., Webster M., Polimeni J.R., Van Essen D.C., Jenkinson M. The minimal preprocessing pipelines for the Human Connectome Project. Neuroimage 2013, 80:105-124.
42. 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.
43. Goldstein R.Z., Volkow N.D. Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat. Rev. Neurosci. 2011, 12:652-669.
44. Goldstein R.Z., Craig A.D., Bechara A., Garavan H., Childress A.R., Paulus M.P., Volkow N.D. The neurocircuitry of impaired insight in drug addiction. Trends Cogn. Sci. 2009, 13:372-380.
45. Habets P., Marcelis M., Gronenschild E., Drukker M., van Os J. Reduced cortical thickness as an outcome of differential sensitivity to environmental risks in schizophrenia. Biol. Psychiatry 2011, 69:487-494.
46. Haldane M., Cunningham G., Androutsos C., Frangou S. Structural brain correlates of response inhibition in Bipolar Disorder I. J. Psychopharmacol. 2008, 22:138-143.
47. Hester R., Nestor L., Garavan H. Impaired error awareness and anterior cingulate cortex hypoactivity in chronic cannabis users. Neuropsychopharmacology 2009, 34:2450-2458.
48. Hutton C., Draganski B., Ashburner J., Weiskopf N. A comparison between voxel-based cortical thickness and voxel-based morphometry in normal aging. Neuroimage 2009, 48:371-380.
49. Hyman S.E., Malenka R.C., Nestler E.J. Neural mechanisms of addiction: the role of reward-related learning and memory. Annu. Rev. Neurosci. 2006, 29:565-598.
50. Jan R., Lin J., Miles S., Kydd R., Russell B. Striatal volume increases in active methamphetamine-dependent individuals and correlation with cognitive performance. Brain Sci. 2012, 2:553-572.
51. Jednorog K., Altarelli I., Monzalvo K., Fluss J., Dubois J., Billard C., Dehaene-Lambertz G., Ramus F. The influence of socioeconomic status on children's brain structure. PLoS One 2012, 7:e42486.
52. Jones D.K., Symms M.R., Cercignani M., Howard R.J. The effect of filter size on VBM analyses of DT-MRI data. Neuroimage 2005, 26:546-554.
53. Kalivas P.W., Volkow N.D. The neural basis of addiction: a pathology of motivation and choice. Am. J. Psychiatry 2005, 162:1403-1413.
54. Kallianpur K.J., Kirk G.R., Sailasuta N., Valcour V., Shiramizu B., Nakamoto B.K., Shikuma C. Regional cortical thinning associated with detectable levels of HIV DNA. Cereb. Cortex 2012, 22:2065-2075.
55. Kilts C.D., Schweitzer J.B., Quinn C.K., Gross R.E., Faber T.L., Muhammad F., Ely T.D., Hoffman J.M., Drexler K.P. Neural activity related to drug craving in cocaine addiction. Arch. Gen. Psychiatry 2001, 58:334-341.
56. Kim S.J., Lyoo I.K., Hwang J., Chung A., Hoon Sung Y., Kim J., Kwon D.H., Chang K.H., Renshaw P.F. Prefrontal grey-matter changes in short-term and long-term abstinent methamphetamine abusers. Int. J. Neuropsychopharmacol. 2006, 9:221-228.
57. Klein A., Ghosh S.S., Avants B., Yeo B.T., Fischl B., Ardekani B., Gee J.C., Mann J.J., Parsey R.V. Evaluation of volume-based and surface-based brain image registration methods. Neuroimage 2010, 51:214-220.
58. Koester P., Tittgemeyer M., Wagner D., Becker B., Gouzoulis-Mayfrank E., Daumann J. Cortical thinning in amphetamine-type stimulant users. Neuroscience 2012, 221:182-192.
59. Kuhn S., Schubert F., Gallinat J. Reduced thickness of medial orbitofrontal cortex in smokers. Biol. Psychiatry 2010, 68:1061-1065.
60. Lawyer G., Bjerkan P.S., Hammarberg A., Jayaram-Lindstrom N., Franck J., Agartz I. Amphetamine dependence and co-morbid alcohol abuse: associations to brain cortical thickness. BMC Pharmacol. 2010, 10:5.
61. Lee T.M., Pau C.W. Impulse control differences between abstinent heroin users and matched controls. Brain Inj. 2002, 16:885-889.
62. Lee T.M., Liu H.L., Feng C.M., Hou J., Mahankali S., Fox P.T., Gao J.H. Neural correlates of response inhibition for behavioral regulation in humans assessed by functional magnetic resonance imaging. Neurosci. Lett. 2001, 309:109-112.
63. Lee T.M., Zhou W.H., Luo X.J., Yuen K.S., Ruan X.Z., Weng X.C. Neural activity associated with cognitive regulation in heroin users: A fMRI study. Neurosci. Lett. 2005, 382:211-216.
64. Liao Y., Tang J., Corlett P.R., Wang X., Yang M., Chen H., Liu T., Chen X., Hao W., Fletcher P.C. Reduced dorsal prefrontal gray matter after chronic ketamine use. Biol. Psychiatry 2011, 69:42-48.
65. Liotti M., Mayberg H.S., Brannan S.K., McGinnis S., Jerabek P., Fox P.T. Differential limbic-cortical correlates of sadness and anxiety in healthy subjects: implications for affective disorders. Biol. Psychiatry 2000, 48:30-42.
66. Liu H., Hao Y., Kaneko Y., Ouyang X., Zhang Y., Xu L., Xue Z., Liu Z. Frontal and cingulate gray matter volume reduction in heroin dependence: optimized voxel-based morphometry. Psychiatry Clin. Neurosci. 2009, 63:563-568.
67. Liu J., Liang J., Qin W., Tian J., Yuan K., Bai L., Zhang Y., Wang W., Wang Y., Li Q., Zhao L., Lu L., von Deneen K.M., Liu Y., Gold M.S. Dysfunctional connectivity patterns in chronic heroin users: an fMRI study. Neurosci. Lett. 2009, 460:72-77.
68. Lopez-Larson M.P., Bogorodzki P., Rogowska J., McGlade E., King J.B., Terry J., Yurgelun-Todd D. Altered prefrontal and insular cortical thickness in adolescent marijuana users. Behav. Brain Res. 2011, 220:164-172.
69. Lusebrink F., Wollrab A., Speck O. Cortical thickness determination of the human brain using high resolution 3T and 7T MRI data. Neuroimage 2013, 70:122-131.
70. Lyoo I.K., Pollack M.H., Silveri M.M., Ahn K.H., Diaz C.I., Hwang J., Kim S.J., Yurgelun-Todd D.A., Kaufman M.J., Renshaw P.F. Prefrontal and temporal gray matter density decreases in opiate dependence. Psychopharmacology (Berl) 2006, 184:139-144.
71. Ma N., Liu Y., Li N., Wang C.X., Zhang H., Jiang X.F., Xu H.S., Fu X.M., Hu X., Zhang D.R. Addiction related alteration in resting-state brain connectivity. Neuroimage 2010, 49:738-744.
72. Makris N., Gasic G.P., Kennedy D.N., Hodge S.M., Kaiser J.R., Lee M.J., Kim B.W., Blood A.J., Evins A.E., Seidman L.J., Iosifescu D.V., Lee S., Baxter C., Perlis R.H., Smoller J.W., Fava M., Breiter H.C. Cortical thickness abnormalities in cocaine addiction-a reflection of both drug use and a pre-existing disposition to drug abuse?. Neuron 2008, 60:174-188.
73. Matochik J.A., London E.D., Eldreth D.A., Cadet J.L., Bolla K.I. Frontal cortical tissue composition in abstinent cocaine abusers: a magnetic resonance imaging study. Neuroimage 2003, 19:1095-1102.
74. Matochik J.A., Eldreth D.A., Cadet J.L., Bolla K.I. Altered brain tissue composition in heavy marijuana users. Drug Alcohol Depend. 2005, 77:23-30.
75. McGuire J.T., Botvinick M.M. Prefrontal cortex, cognitive control, and the registration of decision costs. PNAS 2010, 107:7922-7926.
76. McNamee D., Rangel A., O'Doherty J.P. Category-dependent and category-independent goal-value codes in human ventromedial prefrontal cortex. Nat. Neurosci. 2013, 16:479-485.
77. McQueeny T., Padula C.B., Price J., Medina K.L., Logan P., Tapert S.F. Gender effects on amygdala morphometry in adolescent marijuana users. Behav. Brain Res. 2011, 224:128-134.
78. Mechtcheriakov S., Brenneis C., Egger K., Koppelstaetter F., Schocke M., Marksteiner J. A widespread distinct pattern of cerebral atrophy in patients with alcohol addiction revealed by voxel-based morphometry. J. Neurol. Neurosurg. Psychiatry 2007, 78:610-614.
79. Menon V., Uddin L.Q. Saliency, switching, attention and control: a network model of insula function. Brain Struct. Funct. 2010, 214:655-667.
80. Messina R., Rocca M.A., Colombo B., Valsasina P., Horsfield M.A., Copetti M., Falini A., Comi G., Filippi M. Cortical abnormalities in patients with migraine: a surface-based analysis. Radiology 2013, 268:170-180.
81. Mesulam M. Brain, mind, and the evolution of connectivity. Brain Cogn. 2000, 42:4-6.
82. Monterosso J.R., Aron A.R., Cordova X., Xu J., London E.D. Deficits in response inhibition associated with chronic methamphetamine abuse. Drug Alcohol Depend. 2005, 79:273-277.
83. Moreno-Lopez L., Catena A., Fernandez-Serrano M.J., Delgado-Rico E., Stamatakis E.A., Perez-Garcia M., Verdejo-Garcia A. Trait impulsivity and prefrontal gray matter reductions in cocaine dependent individuals. Drug Alcohol Depend. 2012, 125:208-214.
84. Naqvi N.H., Bechara A. The hidden island of addiction: the insula. Trends Neurosci. 2009, 32:56-67.
85. Naqvi N.H., Bechara A. The insula and drug addiction: an interoceptive view of pleasure, urges, and decision-making. Brain Struct. Funct. 2010, 214:435-450.
86. Naqvi N.H., Rudrauf D., Damasio H., Bechara A. Damage to the insula disrupts addiction to cigarette smoking. Science 2007, 315:531-534.
87. Nelson-Zlupko L., Kauffman E., Dore M.M. Gender differences in drug addiction and treatment: implications for social work intervention with substance-abusing women. Soc. Work 1995, 40:45-54.
88. Palaniyappan L., Liddle P.F. Aberrant cortical gyrification in schizophrenia: a surface-based morphometry study. J. Psychiatry Neurosci. 2012, 37:399-406.
89. Paulus M.P., Feinstein J.S., Leland D., Simmons A.N. Superior temporal gyrus and insula provide response and outcome-dependent information during assessment and action selection in a decision-making situation. Neuroimage 2005, 25:607-615.
90. Paulus M.P., Tapert S.F., Schulteis G. The role of interoception and alliesthesia in addiction. Pharmacol. Biochem. Behav. 2009, 94:1-7.
91. Pezawas L., Fischer G., Podreka I., Schindler S., Brucke T., Jagsch R., Thurnher M., Kasper S. Opioid addiction changes cerebral blood flow symmetry. Neuropsychobiology 2002, 45:67-73.
92. Pontious A., Kowalczyk T., Englund C., Hevner R.F. Role of intermediate progenitor cells in cerebral cortex development. Dev. Neurosci. 2008, 30:24-32.
93. Qiu Y.W., Jiang G.H., Su H.H., Lv X.F., Tian J.Z., Li L.M., Zhuo F.Z. The impulsivity behavior is correlated with prefrontal cortex gray matter volume reduction in heroin-dependent individuals. Neurosci. Lett. 2013, 538:43-48.
94. Reid A.G., Daglish M.R., Kempton M.J., Williams T.M., Watson B., Nutt D.J., Lingford-Hughes A.R. Reduced thalamic grey matter volume in opioid dependence is influenced by degree of alcohol use: a voxel-based morphometry study. J. Psychopharmacol. 2008, 22:7-10.
95. Robbins T.W., Everitt B.J. Drug addiction: bad habits add up. Nature 1999, 398:567-570.
96. Schwartz D.L., Mitchell A.D., Lahna D.L., Luber H.S., Huckans M.S., Mitchell S.H., Hoffman W.F. Global and local morphometric differences in recently abstinent methamphetamine-dependent individuals. Neuroimage 2010, 50:1392-1401.
97. Shaw P., Greenstein D., Lerch J., Clasen L., Lenroot R., Gogtay N., Evans A., Rapoport J., Giedd J. Intellectual ability and cortical development in children and adolescents. Nature 2006, 440:676-679.
98. Sim M.E., Lyoo I.K., Streeter C.C., Covell J., Sarid-Segal O., Ciraulo D.A., Kim M.J., Kaufman M.J., Yurgelun-Todd D.A., Renshaw P.F. Cerebellar gray matter volume correlates with duration of cocaine use in cocaine-dependent subjects. Neuropsychopharmacol. 2007, 32:2229-2237.
99. Sowell E.R., Thompson P.M., Leonard C.M., Welcome S.E., Kan E., Toga A.W. Longitudinal mapping of cortical thickness and brain growth in normal children. J. Neurosci. 2004, 24:8223-8231.
100. Spitzer R.L., Williams J.B., Gibbon M., First M.B. The Structured Clinical Interview for DSM-III-R (SCID). I: History, rationale, and description. Arch. Gen. Psychiatry 1992, 49:624-629.
101. Squire R.F., Noudoost B., Schafer R.J., Moore T. Prefrontal contributions to visual selective attention. Annu. Rev. Neurosci. 2013, 36:451-466.
102. Strangman G.E., O'Neil-Pirozzi T.M., Supelana C., Goldstein R., Katz D.I., Glenn M.B. Regional brain morphometry predicts memory rehabilitation outcome after traumatic brain injury. Front. Hum. Neurosci. 2010, 4:182.
103. Swann A.C., Bjork J.M., Moeller F.G., Dougherty D.M. Two models of impulsivity: relationship to personality traits and psychopathology. Biol. Psychiatry 2002, 51:988-994.
104. Takahashi H., Yahata N., Koeda M., Matsuda T., Asai K., Okubo Y. Brain activation associated with evaluative processes of guilt and embarrassment: an fMRI study. Neuroimage 2004, 23:967-974.
105. Tamnes C.K., Ostby Y., Fjell A.M., Westlye L.T., Due-Tonnessen P., Walhovd K.B. Brain maturation in adolescence and young adulthood: regional age-related changes in cortical thickness and white matter volume and microstructure. Cereb. Cortex 2010, 20:534-548.
106. Tanabe J., Tregellas J.R., Dalwani M., Thompson L., Owens E., Crowley T., Banich M. Medial orbitofrontal cortex gray matter is reduced in abstinent substance-dependent individuals. Biol. Psychiatry 2009, 65:160-164.
107. Tang Y.L., Zhao D., Zhao C., Cubells J.F. Opiate addiction in China: current situation and treatments. Addiction 2006, 101:657-665.
108. Thatcher D.L., Pajtek S., Chung T., Terwilliger R.A., Clark D.B. Gender differences in the relationship between white matter organization and adolescent substance use disorders. Drug Alcohol Depend. 2010, 110:55-61.
109. Van Essen D.C., Smith S.M., Barch D.M., Behrens T.E., Yacoub E., Ugurbil K. The WU-Minn Human Connectome Project: an overview. Neuroimage 2013, 80:62-79.
110. Voets N.L., Hough M.G., Douaud G., Matthews P.M., James A., Winmill L., Webster P., Smith S. Evidence for abnormalities of cortical development in adolescent-onset schizophrenia. Neuroimage 2008, 43:665-675.
111. Volkow N.D., Fowler J.S. Addiction, a disease of compulsion and drive: involvement of the orbitofrontal cortex. Cereb. Cortex 2000, 10:318-325.
112. Volkow N.D., Li T.K. Drug addiction: the neurobiology of behaviour gone awry. Nat. Rev. Neurosci. 2004, 5:963-970.
113. Volkow N.D., Wang G.J., Tomasi D., Baler R.D. Unbalanced neuronal circuits in addiction. Curr. Opin. Neurobiol. 2013, 23:639-648.
114. Walhovd K.B., Moe V., Slinning K., Due-Tonnessen P., Bjornerud A., Dale A.M., van der Kouwe A., Quinn B.T., Kosofsky B., Greve D., Fischl B. Volumetric cerebral characteristics of children exposed to opiates and other substances in utero. Neuroimage 2007, 36:1331-1344.
115. Walton M.E., Devlin J.T., Rushworth M.F. Interactions between decision making and performance monitoring within prefrontal cortex. Nat. Neurosci. 2004, 7:1259-1265.
116. Wang X., Li B., Zhou X., Liao Y., Tang J., Liu T., Hu D., Hao W. Changes in brain gray matter in abstinent heroin addicts. Drug Alcohol Depend. 2012, 126:304-308.
117. Weller R.E., Stoeckel L.E., Milby J.B., Bolding M., Twieg D.B., Knowlton R.C., Avison M.J., Ding Z. Smaller regional gray matter volume in homeless African American cocaine-dependent men: a preliminary report. Open Neuroimaging J. 2011, 5:57-64.
118. Xiao Z., Lee T., Zhang J.X., Wu Q., Wu R., Weng X., Hu X. Thirsty heroin addicts show different fMRI activations when exposed to water-related and drug-related cues. Drug Alcohol Depend. 2006, 83:157-162.
119. Yang Z., Xie J., Shao Y.C., Xie C.M., Fu L.P., Li D.J., Fan M., Ma L., Li S.J. Dynamic neural responses to cue-reactivity paradigms in heroin-dependent users: an fMRI study. Hum. Brain Mapp. 2009, 30:766-775.
120. Yang Y., Roussotte F., Kan E., Sulik K.K., Mattson S.N., Riley E.P., Jones K.L., Adnams C.M., May P.A., O'Connor M.J., Narr K.L., Sowell E.R. Abnormal cortical thickness alterations in fetal alcohol spectrum disorders and their relationships with facial dysmorphology. Cereb. Cortex 2012, 22:1170-1179.
121. Yuan Y., Zhu Z., Shi J., Zou Z., Yuan F., Liu Y., Lee T.M., Weng X. Gray matter density negatively correlates with duration of heroin use in young lifetime heroin-dependent individuals. Brain Cogn. 2009, 71:223-228.
122. Yuan K., Qin W., Dong M., Liu J., Liu P., Zhang Y., Sun J., Wang W., Wang Y., Li Q., Yang W., Tian J. Combining spatial and temporal information to explore resting-state networks changes in abstinent heroin-dependent individuals. Neurosci. Lett. 2010, 475:20-24.
123. Yuan K., Qin W., Dong M., Liu J., Sun J., Liu P., Zhang Y., Wang W., Wang Y., Li Q., Zhao L., von Deneen K.M., Liu Y., Gold M.S., Tian J. Gray matter deficits and resting-state abnormalities in abstinent heroin-dependent individuals. Neurosci. Lett. 2010, 482:101-105.