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Research Articles

Functional connectivity and cannabis use in high-risk adolescents

, PhD, , PhD & , PhD
Pages 414-423 | Received 02 Mar 2013, Accepted 21 Aug 2013, Published online: 07 Nov 2013

References

  • Steinberg L. A dual systems model of adolescent risk-taking. Dev Psychobiol 2010;52:216–224
  • Luna B, Padmanabhan A, O'Hearn K. What has fMRI told us about the development of cognitive control through adolescence? Brain Cogn 2010;72:101–113
  • Lynskey M, Hall W. The effects of adolescent cannabis use on educational attainment: a review. Addiction 2000;95:1621–1630
  • Meier MH, Caspi A, Ambler A, Harrington H, Houts R, Keefe RSE, McDonald K, et al. Persistent cannabis users show neuropsychological decline from childhood to midlife. PNAS [Internet]. 2012 Aug 27 [cited 2013 Feb 26]; Available from: www.pnas.org/content/early/2012/08/22/1206820109
  • Gruber SA, Sagar KA, Dahlgren MK, Racine M, Lukas SE. Age of onset of marijuana use and executive function. Psychol Addict Behav 2012;26:496–506
  • Devane WA, Dysarz 3rd FA, Johnson MR, Melvin LS, Howlett AC. Determination and characterization of a cannabinoid receptor in rat brain. Mol Pharmacol 1988;34:605–613
  • Matsuda LA, Lolait SJ, Brownstein MJ, Young AC, Bonner TI. Structure of a cannabinoid receptor and functional expression of the cloned cDNA. Nature 1990;346:561–564
  • Realini N, Rubino T, Parolaro D. Neurobiological alterations at adult age triggered by adolescent exposure to cannabinoids. Pharmacol Res 2009;60:132–138
  • Glass M, Faull RL, Dragunow M. Cannabinoid receptors in the human brain: a detailed anatomical and quantitative autoradiographic study in the fetal, neonatal and adult human brain. Neuroscience 1997;77:299–318
  • Molina-Holgado E, Vela JM, Arévalo-Martın A, Almazán G, Molina-Holgado F, Borrell J, Guaza C. Cannabinoids promote oligodendrocyte progenitor survival: involvement of cannabinoid receptors and phosphatidylinositol-3 kinase/Akt signaling. J Neurosci 2002;22:9742–9753
  • Romero J, Garcia-Palomero E, Berrendero F, Garcia-Gil L, Hernandez ML, Ramos JA, Fernández-Ruiz J. Atypical location of cannabinoid receptors in white matter areas during rat brain development. Synapse 1997;26:317–323
  • Mato S, Del Olmo E, Pazos A. Ontogenetic development of cannabinoid receptor expression and signal transduction functionality in the human brain. Eur J Neurosci 2003;17:1747–1754
  • Matochik JA, Eldreth DA, Cadet J-L, Bolla KI. Altered brain tissue composition in heavy marijuana users. Drug Alcohol Depend 2005;77:23–30
  • Zalesky A, Solowij N, Yücel M, Lubman DI, Takagi M, Harding IH, Lorenzetti V, et al. Effect of long-term cannabis use on axonal fibre connectivity. Brain 2012;135:2245–2255
  • Swift W, Coffey C, Carlin JB, Degenhardt L, Patton GC. Adolescent cannabis users at 24 years: trajectories to regular weekly use and dependence in young adulthood. Addiction 2008;103:1361–1370
  • Medina KL, Hanson KL, Schweinsburg AD, Cohen-Zion M, Nagel BJ, Tapert SF. Neuropsychological functioning in adolescent marijuana users: subtle deficits detectable after a month of abstinence. J Int Neuropsychol Soc 2007;13:807–820
  • Paus T, Keshavan M, Giedd JN. Why do many psychiatric disorders emerge during adolescence? Nat Rev Neurosci 2008;9:947–957
  • Walker DD, Roffman RA, Stephens RS, Berghuis J, Kim W. Motivational enhancement therapy for adolescent marijuana users: a preliminary randomized controlled trial. J Consult Clin Psychol 2006;74:628–632
  • McCambridge J, Slym RL, Strang J. Randomized controlled trial of motivational interviewing compared with drug information and advice for early intervention among young cannabis users. Addiction 2008;103:1809–1818
  • Martin G, Copeland J. The adolescent cannabis check-up: randomized trial of a brief intervention for young cannabis users. J Subst Abuse Treat 2008;34:407–414
  • Hutchison KE. Substance use disorders: realizing the promise of pharmacogenomics and personalized medicine. Annu Rev Clin Psychol 2010;6:577–589
  • Feldstein Ewing SW, Chung T. Neuroimaging mechanisms of change in psychotherapy for addictive behaviors: emerging translational approaches that bridge biology and behavior. Psychol Addict Behav 2013;27:329–335
  • Feldstein Ewing SW, Mead HK, Yezhuvath U, DeWitt S, Hutchison KE, Filbey FM. A preliminary examination of how serotonergic polymorphisms influence brain response following an adolescent cannabis intervention. Psychiatry Res Neuroimag 2012;204:112–116
  • Feldstein Ewing SW, McEachern AD, Yezhuvath U, Bryan AD, Hutchison KE, Filbey FM. Integrating brain and behavior: evaluating adolescents' response to a cannabis intervention. Psychol Addict Behav 2013;27:510–525
  • Feldstein-Ewing S, Filbey F, Hendershot C, McEachern AD, Hutchison KE. Proposed model of the neurobiological mechanisms underlying psychosocial alcohol interventions: the example of motivational interviewing. J Stud Alcohol Drugs 2011;72:903–916
  • Houck JM, Moyers TB, Tesche CD. Through a glass darkly: some insights on change talk via magnetoencephalography. Psychol Addict Behav 2013;27:489–500
  • Hill D, Rowntree D. The spontaneous variability of the EEG in some schizophrenics. Electroencephalogr Clin Neurophysiol 1949;1:117
  • Reeve A, Knight J, Maclin E, Lewine J, Orrison W. Resting-state magnetoencephalography in schizophrenia. Abstracts, International Congress for Schizophrenia Research, Colorado Springs, 1993
  • Biswal B, Zerrin Yetkin F, Haughton VM, Hyde JS. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 1995;34:537–541
  • Friston KJ. Functional and effective connectivity in neuroimaging: a synthesis. Hum Brain Mapping 1994;2:56–78
  • Bell AJ, Sejnowski TJ. An information-maximization approach to blind separation and blind deconvolution. Neural Comput 1995;7:1129–1159
  • Comon P. Independent component analysis, a new concept? Signal Processing 1994;36:287–314
  • Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL. A Default Mode of Brain Function. PNAS 2001;98:676–682
  • Buckner RL, Andrews-Hanna JR, Schacter DL. The brain's default network. Ann N Y Acad Sci 2008;1124:1–38
  • Corbetta M, Shulman GL. Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci 2002;3:201–215
  • Vincent JL, Kahn I, Snyder AZ, Raichle ME, Buckner RL. Evidence for a frontoparietal control system revealed by intrinsic functional connectivity. J Neurophysiol 2008;100:3328–3342
  • Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, Reiss AD. Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci 2007;27:2349–2356
  • Smith SM, Fox PT, Miller KL, Glahn DC, Fox PM, Mackay CE, Filippini, N, et al. Correspondence of the brain's functional architecture during activation and rest. PNAS [Internet]. 2009 Jul 20 [cited 2013 Mar 1]; Available from: www.pnas.org/content/early/2009/07/17/0905267106
  • Calhoun VD, Kiehl KA, Pearlson GD. Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Hum Brain Mapping 2008;29:828–838
  • Thomason ME, Dennis EL, Joshi AA, Joshi SH, Dinov ID, Chang C, Henry ML, et al. Resting-state fMRI can reliably map neural networks in children. NeuroImage 2011;55:165–175
  • Thomason ME, Burrows BE, Gabrieli JDE, Glover GH. Breath holding reveals differences in fMRI BOLD signal in children and adults. NeuroImage 2005;25:824–837
  • Gonsalves BD, Cohen NJ. Brain Imaging, Cognitive processes, and brain networks. Perspect Psychol Sci 2010;5:744–752
  • Uttal WR. The New Phrenology: The Limits of Localizing Cognitive Processes in the Brain. Cambridge, MA: MIT Press, A Bradford Book; 2003
  • Greicius MD, Flores BH, Menon V, Glover GH, Solvason HB, Kenna H, Reiss AL, et al. Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol Psychiatry 2007;62:429–437
  • Rotarska-Jagiela A, van de Ven V, Oertel-Knöchel V, Uhlhaas PJ, Vogeley K, Linden DEJ. Resting-state functional network correlates of psychotic symptoms in schizophrenia. Schizophr Res 2010;117:21–30
  • Calhoun VD, Maciejewski PK, Pearlson GD, Kiehl KA. Temporal lobe and “default” hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Hum Brain Mapp 2008;29:1265–1275
  • Assaf M, Jagannathan K, Calhoun VD, Miller L, Stevens MC, Sahl R, et al. Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients. NeuroImage 2010;53:247–256
  • Moreno-López L, Stamatakis EA, Fernández-Serrano MJ, Gómez-Río M, Rodríguez-Fernández A, Pérez-García M, Verdejo-García A. Neural correlates of the severity of cocaine, heroin, alcohol, MDMA and cannabis use in polysubstance abusers: a resting-PET brain metabolism study. PLoS ONE 2012;7:e39830
  • Sneider JT, PopeJr. HG, Silveri MM, Simpson NS, Gruber SA, Yurgelun-Todd DA. Differences in regional blood volume during a 28-day period of abstinence in chronic cannabis smokers.Eur Neuropsychopharmacol 2008;18:612–619
  • Jiang G, Qiu Y, Zhang X, Han L-J, Lv X-F, Li L, et al. Amplitude low-frequency oscillation abnormalities in the heroin users: a resting state fMRI study. NeuroImage 2011;57:149–154
  • Broyd SJ, Demanuele C, Debener S, Helps SK, James CJ, Sonuga-Barke EJS. Default-mode brain dysfunction in mental disorders: a systematic review. Neurosci Biobehav Rev 2009;33:279–296
  • Yücel M, Pantelis C. Regional brain abnormalities associated with long-term heavy cannabis use. Arch Gen Psychiatry 2008;65:694–701
  • Böcker KBE, Hunault CC, Gerritsen J, Kruidenier M, Mensinga TT, Kenemans JL. Cannabinoid modulations of resting state EEG theta power and working memory are correlated in humans. J Cogn Neurosci 2009;22:1906–1916
  • Tesche CD, Karhu J. Theta oscillations index human hippocampal activation during a working memory task. PNAS 2000;97:919–924
  • Sneider JT, Pope HGJ, Silveri MM, Simpson NS, Gruber SA, Yurgelun-Todd DA. Altered regional blood volume in chronic cannabis smokers. Exp Clin Psychopharmacol 2006;14:422–428
  • Krmpotich TD, Tregellas JR, Thompson LL, Banich MT, Klenk AM, Tanabe JL. Resting-state activity in the left executive control network is associated with behavioral approach and is increased in substance dependence. Drug Alcohol Depend 2013;129:1–7
  • Batalla A, Bhattacharyya S, Yücel M, Fusar-Poli P, Crippa JA, Nogué S, Torrens M, et al. Structural and functional imaging studies in chronic cannabis users: a systematic review of adolescent and adult findings. PLoS ONE 2013;8:e55821
  • Behan B, Connolly CG, Datwani S, Doucet M, Ivanovic J, Morioka R, Stone A, et al. Response inhibition and elevated parietal-cerebellar correlations in chronic adolescent cannabis users. Neuropharmacology [Internet]. [cited 2013 Aug 14]; Available from: www.sciencedirect.com/science/article/pii/S0028390813002414
  • Stephens RS, Roffman RA, Curtin L. Comparison of extended versus brief treatments for marijuana use. J Consult Clin Psychol 2000;68:898–908
  • Sobell LC, Sobell MB. Validity of self-reports in three populations of alcoholics. J Consult Clin Psychol 1978;46:901–907
  • White HR, Labouvie EW. Towards the assessment of adolescent problem drinking. J Stud Alcohol Drugs 1989;50:30–37
  • Babor TF, Higgins-Biddle JC, Saunders JB, Monteiro MG. The Alcohol Use Disorders Identification Test: Guidelines for Use in Pimrary Care. Geneva: World Health Organization; 2001
  • Chung T, Colby SM, Barnett NP, Rohsenow DJ, Spirito A, Monti PM. Screening adolescents for problem drinking: performance of brief screens against DSM-IV alcohol diagnoses. J Stud Alcohol Drugs 2000;61:579–587
  • Zuckerman M, Kuhlman DM, Joireman J, Teta P, Kraft M. A comparison of three structural models for personality: the Big Three, the Big Five, and the Alternative Five. J Pers Soc Psychol 1993;65:757–768
  • McDaniel SR, Mahan III JE. An examination of the ImpSS scale as a valid and reliable alternative to the SSS-V in optimum stimulation level research. Pers Individ Diff 2008;44:1528–1538
  • Gratz KL, Roemer L. Multidimensional assessment of emotion regulation and dysregulation: development, factor structure, and initial validation of the Difficulties in Emotion Regulation Scale. J Psychopathol Behav Assess 2004;26:41–54
  • Teicher MH, Ito Y, Glod CA, Barber NI. Objective measurement of hyperactivity and attentional problems in ADHD. J Am Acad Child Adolesc Psychiatry 1996;35:334–342
  • Fazel S, Doll H, Långström N. Mental disorders among adolescents in juvenile detention and correctional facilities: a systematic review and metaregression analysis of 25 surveys. J Am Acad Child Adolesc Psychiatry 2008;47:1010–1019
  • Gordon JA, Moore PM. ADHD among incarcerated youth: an investigation on the congruency with ADHD prevalence and correlates among the general population. Am J Crim Just 2005;30:87–97
  • Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE. Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. NeuroImage 2012;59:2142–2154
  • Cox RW. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 1996;29:162–173
  • Calhoun VD, Adali T, Pearlson GD, Pekar JJ. A method for making group inferences from functional MRI data using independent component analysis. Hum Brain Mapp 2001;14:140–151
  • Himberg J, Hyvarinen A. Icasso: software for investigating the reliability of ICA estimates by clustering and visualization. 2003 IEEE 13th Workshop on Neural Networks for Signal Processing, 2003. NNSP'03 2003;1:259–268
  • Elseoud AA, Littow H, Remes J, Starck T, Nikkinen J, Tervonen O, Kiviniemi V. Group-ICA model order highlights patterns of functional brain connectivity. Front Syst Neurosci 2011;5:1–18
  • Erhardt EB, Rachakonda S, Bedrick EJ, Allen EA, Adali T, Calhoun VD. Comparison of multi-subject ICA methods for analysis of fMRI data. Hum Brain Mapp 2011;32:2075–2095
  • Cordes D, Haughton VM, Arfanakis K, Carew JD, Turski PA, Moritz CH, Quigley MA. Frequencies contributing to functional connectivity in the cerebral cortex in “resting-state” data. AJNR Am J Neuroradiol 2001;22:1326–1333
  • Allen EA, Erhardt EB, Damaraju E, Gruner W, Segall JM, Silva RF, Havlicek M, et al. A baseline for the multivariate comparison of resting-state networks. Front Syst Neurosci 2011;5:1–23
  • Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA, Noll DC. Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster–size threshold. Magn Reson Med 1995;33:636–647
  • Klumpers LE, Cole DM, Khalili-Mahani N, Soeter RP, te Beek ET, Rombouts SARB, van Gerven JMA. Manipulating brain connectivity with δ9-tetrahydrocannabinol: a pharmacological resting state fMRI study. NeuroImage 2012;63:1701–1711
  • Jacobus J, Goldenberg D, Wierenga C, Tolentino N, Liu T, Tapert S. Altered cerebral blood flow and neurocognitive correlates in adolescent cannabis users. Psychopharmacology 2012;222:675–684
  • Tapert S, Schweinsburg A, Drummond S, Paulus M, Brown S, Yang T, Frank L, et al. Functional MRI of inhibitory processing in abstinent adolescent marijuana users. Psychopharmacology 2007;194:173–183
  • Stanger C, Elton A, Ryan SR, James A, Budney A, Kilts C. Neuroeconomics and adolescent substance abuse: individual differences in neural networks and delay discounting. J Am Acad Child Adolesc Psychiatry [Internet]. [cited 2013 Jun 3]; Available from: www.jaacap.com/article/S0890-8567(13)00263-3/abstract
  • Hanlon FM, Houck JM, Klimaj SD, Caprihan A, Mayer AR, Weisend MP, et al. Frontotemporal anatomical connectivity and working-relational memory performance predict everyday functioning in schizophrenia. Psychophysiology 2012;49:1340–1352
  • Sneider JT, Gruber SA, Rogowska J, Silveri MM, Yurgelun-Todd DA. A preliminary study of functional brain activation among marijuana users during performance of a virtual water maze task. J Addict 2013;2013:1–12
  • Norman AL, Pulido C, Squeglia LM, Spadoni AD, Paulus MP, Tapert SF. Neural activation during inhibition predicts initiation of substance use in adolescence. Drug Alcohol Depend 2011;119:216–223
  • Mahmood OM, Goldenberg D, Thayer R, Migliorini R, Simmons AN, Tapert SF. Adolescents' fMRI activation to a response inhibition task predicts future substance use. Addict Behav [Internet]. [cited 2012 Sep 18]; Available from: www.sciencedirect.com/science/article/pii/S0306460312002912?v=s5
  • Schweinsburg AD, Schweinsburg BC, Nagel BJ, Eyler LT, Tapert SF. Neural correlates of verbal learning in adolescent alcohol and marijuana users. Addiction 2011;106:564–573
  • Petrides M, Alivisatos B, Meyer E, Evans AC. Functional activation of the human frontal cortex during the performance of verbal working memory tasks. PNAS 1993;90:878–882
  • Cohen JD, Perlstein WM, Braver TS, Nystrom LE, Noll DC, Jonides J, et al. Temporal dynamics of brain activation during a working memory task. Nature 1997;386:604–608
  • Astur RS, Ortiz ML, Sutherland RJ. A characterization of performance by men and women in a virtual Morris water task: a large and reliable sex difference. Behav Brain Res 1998;93:185–190
  • Jager G, Kahn R, Van Den Brink W, Van Ree J, Ramsey N. Long-term effects of frequent cannabis use on working memory and attention: an fMRI study. Psychopharmacology 2006;185:358–368
  • Solowij N, Michie PT, Fox AM. Effects of long-term cannabis use on selective attention: an event-related potential study. Pharmacol Biochem Behav 1991;40:683–688
  • Straube T, Glauer M, Dilger S, Mentzel H-J, Miltner WHR. Effects of cognitive-behavioral therapy on brain activation in specific phobia. NeuroImage 2006;29:125–135
  • Vocks S, Busch M, Schulte D, Grönermeyer D, Herpertz S, Suchan B. Effects of body image therapy on the activation of the extrastriate body area in anorexia nervosa: an fMRI study. Psychiatry Res Neuroimag 2010;183:114–118

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