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Published in: Brain Topography 3/2013

01-07-2013 | Original Paper

Morphometric Correlation of Impulsivity in Medial Prefrontal Cortex

Authors: Sang Soo Cho, Giovanna Pellecchia, Kelly Aminian, Nicola Ray, Barbara Segura, Ignacio Obeso, Antonio P. Strafella

Published in: Brain Topography | Issue 3/2013

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Abstract

Impulsivity is a complex behaviour composed of different domains encompassing behavioural dis-inhibition, risky decision-making and delay discounting abnormalities. To investigate regional brain correlates between levels of individual impulsivity and grey matter volume, we performed voxel-based morphometric correlation analysis in 34 young, healthy subjects using impulsivity scores measured with Barratt Impulsivity Scale-11 and computerized Kirby’s delay discounting task. The VBM analysis showed that impulsivity appears to be reliant on a network of cortical (medial prefrontal cortex and dorsolateral prefrontal cortex) and subcortical (ventral striatum) structures emphasizing the importance of brain networks associated with reward related decision-making in daily life as morphological biomarkers for impulsivity in a normal healthy population. While our results in healthy volunteers may not directly extend to pathological conditions, they provide an insight into the mechanisms of impulsive behaviour in patients with abnormalities in prefrontal/frontal-striatal connections, such as in drug abuse, pathological gambling, ADHD and Parkinson’s disease.
Literature
go back to reference Alessi SM, Petry NM (2003) Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behav Processes 64(3):345–354PubMedCrossRef Alessi SM, Petry NM (2003) Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behav Processes 64(3):345–354PubMedCrossRef
go back to reference Aron AR, Robbins TW, Poldrack RA (2004) Inhibition and the right inferior frontal cortex. Trends Cogn Sci 8(4):170–177PubMedCrossRef Aron AR, Robbins TW, Poldrack RA (2004) Inhibition and the right inferior frontal cortex. Trends Cogn Sci 8(4):170–177PubMedCrossRef
go back to reference Barkley RA, Edwards G, Laneri M, Fletcher K, Metevia L (2001) Executive functioning, temporal discounting, and sense of time in adolescents with attention deficit hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD). J Abnorm Child Psychol 29(6):541–556PubMedCrossRef Barkley RA, Edwards G, Laneri M, Fletcher K, Metevia L (2001) Executive functioning, temporal discounting, and sense of time in adolescents with attention deficit hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD). J Abnorm Child Psychol 29(6):541–556PubMedCrossRef
go back to reference Baumgartner T, Knoch D, Hotz P, Eisenegger C, Fehr E (2011) Dorsolateral and ventromedial prefrontal cortex orchestrate normative choice. Nat Neurosci 14(11):1468–1474PubMedCrossRef Baumgartner T, Knoch D, Hotz P, Eisenegger C, Fehr E (2011) Dorsolateral and ventromedial prefrontal cortex orchestrate normative choice. Nat Neurosci 14(11):1468–1474PubMedCrossRef
go back to reference Bechara A (2005) Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective. Nat Neurosci 8(11):1458–1463PubMedCrossRef Bechara A (2005) Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective. Nat Neurosci 8(11):1458–1463PubMedCrossRef
go back to reference Bechara A, Van Der Linden M (2005) Decision-making and impulse control after frontal lobe injuries. Curr Opin Neurol 18(6):734–739PubMedCrossRef Bechara A, Van Der Linden M (2005) Decision-making and impulse control after frontal lobe injuries. Curr Opin Neurol 18(6):734–739PubMedCrossRef
go back to reference Bechara A, Damasio H, Damasio AR, Lee GP (1999) Different contributions of the human amygdala and ventromedial prefrontal cortex to decision-making. J Neurosci 19(13):5473–5481PubMed Bechara A, Damasio H, Damasio AR, Lee GP (1999) Different contributions of the human amygdala and ventromedial prefrontal cortex to decision-making. J Neurosci 19(13):5473–5481PubMed
go back to reference Bjork JM, Momenan R, Hommer DW (2009) Delay discounting correlates with proportional lateral frontal cortex volumes. Biol Psychiatry 65(8):710–713PubMedCrossRef Bjork JM, Momenan R, Hommer DW (2009) Delay discounting correlates with proportional lateral frontal cortex volumes. Biol Psychiatry 65(8):710–713PubMedCrossRef
go back to reference Boes AD, Bechara A, Tranel D, Anderson SW, Richman L, Nopoulos P (2009) Right ventromedial prefrontal cortex: a neuroanatomical correlate of impulse control in boys. Soc Cogn Affect Neurosci 4(1):1–9PubMedCrossRef Boes AD, Bechara A, Tranel D, Anderson SW, Richman L, Nopoulos P (2009) Right ventromedial prefrontal cortex: a neuroanatomical correlate of impulse control in boys. Soc Cogn Affect Neurosci 4(1):1–9PubMedCrossRef
go back to reference Brown SM, Manuck SB, Flory JD, Hariri AR (2006) Neural basis of individual differences in impulsivity: contributions of corticolimbic circuits for behavioral arousal and control. Emotion 6(2):239–245PubMedCrossRef Brown SM, Manuck SB, Flory JD, Hariri AR (2006) Neural basis of individual differences in impulsivity: contributions of corticolimbic circuits for behavioral arousal and control. Emotion 6(2):239–245PubMedCrossRef
go back to reference Bush G, Vogt BA, Holmes J, Dale AM, Greve D, Jenike MA, Rosen BR (2002) Dorsal anterior cingulate cortex: a role in reward-based decision making. Proc Natl Acad Sci USA 99(1):523–528PubMedCrossRef Bush G, Vogt BA, Holmes J, Dale AM, Greve D, Jenike MA, Rosen BR (2002) Dorsal anterior cingulate cortex: a role in reward-based decision making. Proc Natl Acad Sci USA 99(1):523–528PubMedCrossRef
go back to reference Carmichael ST, Price JL (1996) Connectional networks within the orbital and medial prefrontal cortex of macaque monkeys. J Comp Neurol 371(2):179–207PubMedCrossRef Carmichael ST, Price JL (1996) Connectional networks within the orbital and medial prefrontal cortex of macaque monkeys. J Comp Neurol 371(2):179–207PubMedCrossRef
go back to reference Carmona S, Vilarroya O, Bielsa A, Trèmols V, Soliva JC, Rovira M, Tomàs J, Raheb C, Gispert JD, Batlle S, Bulbena A (2005) Global and regional gray matter reductions in ADHD: a voxel-based morphometric study. Neurosci Lett 389(2):88–93PubMedCrossRef Carmona S, Vilarroya O, Bielsa A, Trèmols V, Soliva JC, Rovira M, Tomàs J, Raheb C, Gispert JD, Batlle S, Bulbena A (2005) Global and regional gray matter reductions in ADHD: a voxel-based morphometric study. Neurosci Lett 389(2):88–93PubMedCrossRef
go back to reference Cho SS, Strafella AP (2009) rTMS of the left dorsolateral prefrontal cortex modulates dopamine release in the ipsilateral anterior cingulate cortex and orbitofrontal cortex. PLoS ONE 4(8):e6725PubMedCrossRef Cho SS, Strafella AP (2009) rTMS of the left dorsolateral prefrontal cortex modulates dopamine release in the ipsilateral anterior cingulate cortex and orbitofrontal cortex. PLoS ONE 4(8):e6725PubMedCrossRef
go back to reference Cho SS, Ko JH, Pellecchia G, Van Eimeren T, Cilia R, Strafella AP (2010) Continuous theta burst stimulation of right dorsolateral prefrontal cortex induces changes in impulsivity level. Brain Stimul 3(3):170–176PubMedCrossRef Cho SS, Ko JH, Pellecchia G, Van Eimeren T, Cilia R, Strafella AP (2010) Continuous theta burst stimulation of right dorsolateral prefrontal cortex induces changes in impulsivity level. Brain Stimul 3(3):170–176PubMedCrossRef
go back to reference Cilia R, Siri C, Marotta G, Isaias IU, De Gaspari D, Canesi M, Pezzoli G, Antonini A (2008) Functional abnormalities underlying pathological gambling in Parkinson disease. Arch Neurol 65(12):1604–1611PubMedCrossRef Cilia R, Siri C, Marotta G, Isaias IU, De Gaspari D, Canesi M, Pezzoli G, Antonini A (2008) Functional abnormalities underlying pathological gambling in Parkinson disease. Arch Neurol 65(12):1604–1611PubMedCrossRef
go back to reference Cilia R, Cho SS, van Eimeren T, Marotta G, Siri C, Ko JH, Pellecchia G, Pezzoli G, Antonini A, Strafella AP (2011) Pathological gambling in patients with Parkinson’s disease is associated with fronto-striatal disconnection: a path modeling analysis. Mov Disord 26(2):225–233PubMedCrossRef Cilia R, Cho SS, van Eimeren T, Marotta G, Siri C, Ko JH, Pellecchia G, Pezzoli G, Antonini A, Strafella AP (2011) Pathological gambling in patients with Parkinson’s disease is associated with fronto-striatal disconnection: a path modeling analysis. Mov Disord 26(2):225–233PubMedCrossRef
go back to reference Cole MW, Schneider W (2007) The cognitive control network: integrated cortical regions with dissociable functions. Neuroimage 37(1):343–360PubMedCrossRef Cole MW, Schneider W (2007) The cognitive control network: integrated cortical regions with dissociable functions. Neuroimage 37(1):343–360PubMedCrossRef
go back to reference Conway MA, Fthenaki A (2003) Disruption of inhibitory control of memory following lesions to the frontal and temporal lobes. Cortex 39(4–5):667–686PubMedCrossRef Conway MA, Fthenaki A (2003) Disruption of inhibitory control of memory following lesions to the frontal and temporal lobes. Cortex 39(4–5):667–686PubMedCrossRef
go back to reference de Wit H, Enggasser JL, Richards JB (2002) Acute administration of d-amphetamine decreases impulsivity in healthy volunteers. Neuropsychopharmacology 27(5):813–825PubMedCrossRef de Wit H, Enggasser JL, Richards JB (2002) Acute administration of d-amphetamine decreases impulsivity in healthy volunteers. Neuropsychopharmacology 27(5):813–825PubMedCrossRef
go back to reference Dom G, De Wilde B, Hulstijn W, van den Brink W, Sabbe B (2006) Behavioural aspects of impulsivity in alcoholics with and without a cluster-B personality disorder. Alcohol Alcoholism 41(4):412–420CrossRef Dom G, De Wilde B, Hulstijn W, van den Brink W, Sabbe B (2006) Behavioural aspects of impulsivity in alcoholics with and without a cluster-B personality disorder. Alcohol Alcoholism 41(4):412–420CrossRef
go back to reference Elliott R, Friston KJ, Dolan RJ (2000) Dissociable neural responses in human reward systems. J Neurosci 20(16):6159–6165PubMed Elliott R, Friston KJ, Dolan RJ (2000) Dissociable neural responses in human reward systems. J Neurosci 20(16):6159–6165PubMed
go back to reference Fecteau S, Pascual-Leone A, Zald DH, Liguori P, Theoret H, Boggio PS, Fregni F (2007) Activation of prefrontal cortex by transcranial direct current stimulation reduces appetite for risk during ambiguous decision making. J Neurosci 27(23):6212–6218PubMedCrossRef Fecteau S, Pascual-Leone A, Zald DH, Liguori P, Theoret H, Boggio PS, Fregni F (2007) Activation of prefrontal cortex by transcranial direct current stimulation reduces appetite for risk during ambiguous decision making. J Neurosci 27(23):6212–6218PubMedCrossRef
go back to reference Ferry AT, Ongur D, An X, Price JL (2000) Prefrontal cortical projections to the striatum in macaque monkeys: evidence for an organization related to prefrontal networks. J Comp Neurol 425(3):447–470PubMedCrossRef Ferry AT, Ongur D, An X, Price JL (2000) Prefrontal cortical projections to the striatum in macaque monkeys: evidence for an organization related to prefrontal networks. J Comp Neurol 425(3):447–470PubMedCrossRef
go back to reference Freedman LJ, Insel TR, Smith Y (2000) Subcortical projections of area 25 (subgenual cortex) of the macaque monkey. J Comp Neurol 421(2):172–188PubMedCrossRef Freedman LJ, Insel TR, Smith Y (2000) Subcortical projections of area 25 (subgenual cortex) of the macaque monkey. J Comp Neurol 421(2):172–188PubMedCrossRef
go back to reference Gilbert AM, Prasad K, Goradia D, Nutche J, Keshavan M, Frank E (2010) Grey matter volume reductions in the emotion network of patients with depression and coronary artery disease. Psychiatry Res 181(1):9–14PubMedCrossRef Gilbert AM, Prasad K, Goradia D, Nutche J, Keshavan M, Frank E (2010) Grey matter volume reductions in the emotion network of patients with depression and coronary artery disease. Psychiatry Res 181(1):9–14PubMedCrossRef
go back to reference Grafman J, Schwab K, Warden D, Pridgen A, Brown HR, Salazar AM (1996) Frontal lobe injuries, violence, and aggression: a report of the Vietnam head injury study. Neurology 46(5):1231–1238PubMedCrossRef Grafman J, Schwab K, Warden D, Pridgen A, Brown HR, Salazar AM (1996) Frontal lobe injuries, violence, and aggression: a report of the Vietnam head injury study. Neurology 46(5):1231–1238PubMedCrossRef
go back to reference Hariri AR, Brown SM, Williamson DE, Flory JD, de Wit H, Manuck SB (2006) Preference for immediate over delayed rewards is associated with magnitude of ventral striatal activity. J Neurosci 26(51):13213–13217PubMedCrossRef Hariri AR, Brown SM, Williamson DE, Flory JD, de Wit H, Manuck SB (2006) Preference for immediate over delayed rewards is associated with magnitude of ventral striatal activity. J Neurosci 26(51):13213–13217PubMedCrossRef
go back to reference Kable JW, Glimcher PW (2007) The neural correlates of subjective value during intertemporal choice. Nat Neurosci 10(12):1625–1633PubMedCrossRef Kable JW, Glimcher PW (2007) The neural correlates of subjective value during intertemporal choice. Nat Neurosci 10(12):1625–1633PubMedCrossRef
go back to reference Kaladjian A, Jeanningros R, Azorin JM, Anton JL, Mazzola-Pomietto P (2011) Impulsivity and neural correlates of response inhibition in schizophrenia. Psychol Med 41(2):291–299PubMedCrossRef Kaladjian A, Jeanningros R, Azorin JM, Anton JL, Mazzola-Pomietto P (2011) Impulsivity and neural correlates of response inhibition in schizophrenia. Psychol Med 41(2):291–299PubMedCrossRef
go back to reference Kirby KN, Petry NM (2004) Heroin and cocaine abusers have higher discount rates for delayed rewards than alcoholics or non-drug-using controls. Addiction 99(4):461–471PubMedCrossRef Kirby KN, Petry NM (2004) Heroin and cocaine abusers have higher discount rates for delayed rewards than alcoholics or non-drug-using controls. Addiction 99(4):461–471PubMedCrossRef
go back to reference Kirby KN, Petry NM, Bickel WK (1999) Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls. J Exp Psychol Gen 128(1):78–87PubMedCrossRef Kirby KN, Petry NM, Bickel WK (1999) Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls. J Exp Psychol Gen 128(1):78–87PubMedCrossRef
go back to reference Knoch D, Treyer V, Regard M, Muri RM, Buck A, Weber B (2006) Lateralized and frequency-dependent effects of prefrontal rTMS on regional cerebral blood flow. Neuroimage 31(2):641–648PubMedCrossRef Knoch D, Treyer V, Regard M, Muri RM, Buck A, Weber B (2006) Lateralized and frequency-dependent effects of prefrontal rTMS on regional cerebral blood flow. Neuroimage 31(2):641–648PubMedCrossRef
go back to reference Koch G, Oliveri M, Torriero S, Caltagirone C (2003) Underestimation of time perception after repetitive transcranial magnetic stimulation. Neurology 60(11):1844–1846PubMedCrossRef Koch G, Oliveri M, Torriero S, Caltagirone C (2003) Underestimation of time perception after repetitive transcranial magnetic stimulation. Neurology 60(11):1844–1846PubMedCrossRef
go back to reference Koch G, Oliveri M, Torriero S, Carlesimo GA, Turriziani P, Caltagirone C (2005) rTMS evidence of different delay and decision processes in a fronto-parietal neuronal network activated during spatial working memory. Neuroimage 24(1):34–39PubMedCrossRef Koch G, Oliveri M, Torriero S, Carlesimo GA, Turriziani P, Caltagirone C (2005) rTMS evidence of different delay and decision processes in a fronto-parietal neuronal network activated during spatial working memory. Neuroimage 24(1):34–39PubMedCrossRef
go back to reference Kondo H, Saleem KS, Price JL (2003) Differential connections of the temporal pole with the orbital and medial prefrontal networks in macaque monkeys. J Comp Neurol 465(4):499–523PubMedCrossRef Kondo H, Saleem KS, Price JL (2003) Differential connections of the temporal pole with the orbital and medial prefrontal networks in macaque monkeys. J Comp Neurol 465(4):499–523PubMedCrossRef
go back to reference Kondo H, Saleem KS, Price JL (2005) Differential connections of the perirhinal and parahippocampal cortex with the orbital and medial prefrontal networks in macaque monkeys. J Comp Neurol 493(4):479–509PubMedCrossRef Kondo H, Saleem KS, Price JL (2005) Differential connections of the perirhinal and parahippocampal cortex with the orbital and medial prefrontal networks in macaque monkeys. J Comp Neurol 493(4):479–509PubMedCrossRef
go back to reference Konrad K, Eickhoff SB (2010) Is the ADHD brain wired differently? A review on structural and functional connectivity in attention deficit hyperactivity disorder. Hum Brain Mapp 31(6):904–916PubMedCrossRef Konrad K, Eickhoff SB (2010) Is the ADHD brain wired differently? A review on structural and functional connectivity in attention deficit hyperactivity disorder. Hum Brain Mapp 31(6):904–916PubMedCrossRef
go back to reference Koprivová J, Horácek J, Tintera J, Prasko J, Raszka M, Ibrahim I, Höschl C (2009) Medial frontal and dorsal cortical morphometric abnormalities are related to obsessive-compulsive disorder. Neurosci Lett 464(1):62–66PubMedCrossRef Koprivová J, Horácek J, Tintera J, Prasko J, Raszka M, Ibrahim I, Höschl C (2009) Medial frontal and dorsal cortical morphometric abnormalities are related to obsessive-compulsive disorder. Neurosci Lett 464(1):62–66PubMedCrossRef
go back to reference Lerch JP, Worsley K, Shaw WP, Greenstein DK, Lenroot RK, Giedd J, Evans AC (2006) Mapping anatomical correlations across cerebral cortex (MACACC) using cortical thickness from MRI. Neuroimage 31(3):993–1003PubMedCrossRef Lerch JP, Worsley K, Shaw WP, Greenstein DK, Lenroot RK, Giedd J, Evans AC (2006) Mapping anatomical correlations across cerebral cortex (MACACC) using cortical thickness from MRI. Neuroimage 31(3):993–1003PubMedCrossRef
go back to reference Lui S, Deng W, Huang X, Jiang L, Ma X, Chen H, Zhang T, Li X, Li D, Zou L, Tang H, Zhou XJ, Mechelli A, Collier DA, Sweeney JA, Li T, Gong Q (2009) Association of cerebral deficits with clinical symptoms in antipsychotic-naive first-episode schizophrenia: an optimized voxel-based morphometry and resting state functional connectivity study. Am J Psychiatry 166(2):196–205PubMedCrossRef Lui S, Deng W, Huang X, Jiang L, Ma X, Chen H, Zhang T, Li X, Li D, Zou L, Tang H, Zhou XJ, Mechelli A, Collier DA, Sweeney JA, Li T, Gong Q (2009) Association of cerebral deficits with clinical symptoms in antipsychotic-naive first-episode schizophrenia: an optimized voxel-based morphometry and resting state functional connectivity study. Am J Psychiatry 166(2):196–205PubMedCrossRef
go back to reference MacDonald AW 3rd, Cohen JD, Stenger VA, Carter CS (2000) Dissociating the role of the dorsolateral prefrontal and anterior cingulate cortex in cognitive control. Science 288(5472):1835–1838PubMedCrossRef MacDonald AW 3rd, Cohen JD, Stenger VA, Carter CS (2000) Dissociating the role of the dorsolateral prefrontal and anterior cingulate cortex in cognitive control. Science 288(5472):1835–1838PubMedCrossRef
go back to reference Mar AC, Walker ALJ, Theobald DE, Eagle DM, Robbins TW (2011) Dissociable effects of lesions to orbitofrontal cortex subregions on impulsive choice in the rat. J Neurosci 31(17):6398–6404PubMedCrossRef Mar AC, Walker ALJ, Theobald DE, Eagle DM, Robbins TW (2011) Dissociable effects of lesions to orbitofrontal cortex subregions on impulsive choice in the rat. J Neurosci 31(17):6398–6404PubMedCrossRef
go back to reference Matsuo K, Nicoletti M, Nemoto K, Hatch JP, Peluso MA, Nery FG, Soares JC (2009) A voxel-based morphometry study of frontal gray matter correlates of impulsivity. Hum Brain Mapp 30(4):1188–1195PubMedCrossRef Matsuo K, Nicoletti M, Nemoto K, Hatch JP, Peluso MA, Nery FG, Soares JC (2009) A voxel-based morphometry study of frontal gray matter correlates of impulsivity. Hum Brain Mapp 30(4):1188–1195PubMedCrossRef
go back to reference Mattfeld AT, Gluck MA, Stark CE (2011) Functional specialization within the striatum along both the dorsal/ventral and anterior/posterior axes during associative learning via reward and punishment. Learn Mem 18(11):703–711PubMedCrossRef Mattfeld AT, Gluck MA, Stark CE (2011) Functional specialization within the striatum along both the dorsal/ventral and anterior/posterior axes during associative learning via reward and punishment. Learn Mem 18(11):703–711PubMedCrossRef
go back to reference Mayberg HS, Lozano AM, Voon V, McNeely HE, Seminowicz D, Hamani C, Schwalb JM, Kennedy SH (2005) Deep brain stimulation for treatment-resistant depression. Neuron 45(5):651–660PubMedCrossRef Mayberg HS, Lozano AM, Voon V, McNeely HE, Seminowicz D, Hamani C, Schwalb JM, Kennedy SH (2005) Deep brain stimulation for treatment-resistant depression. Neuron 45(5):651–660PubMedCrossRef
go back to reference McAlonan GM, Cheung V, Cheung C, Chua SE, Murphy DGM, Suckling J, Tai K-S, Yip LKC, Leung P, Ho TP (2007) Mapping brain structure in attention deficit-hyperactivity disorder: a voxel-based MRI study of regional grey and white matter volume. Psychiatry Res 154(2):171–180PubMedCrossRef McAlonan GM, Cheung V, Cheung C, Chua SE, Murphy DGM, Suckling J, Tai K-S, Yip LKC, Leung P, Ho TP (2007) Mapping brain structure in attention deficit-hyperactivity disorder: a voxel-based MRI study of regional grey and white matter volume. Psychiatry Res 154(2):171–180PubMedCrossRef
go back to reference McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306(5695):503–507PubMedCrossRef McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306(5695):503–507PubMedCrossRef
go back to reference Mitchell SH (1999) Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology 146(4):455–464PubMedCrossRef Mitchell SH (1999) Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology 146(4):455–464PubMedCrossRef
go back to reference Moeller FG, Barratt ES, Dougherty DM, Schmitz JM, Swann AC (2001) Psychiatric aspects of impulsivity. Am J Psychiatry 158(11):1783–1793PubMedCrossRef Moeller FG, Barratt ES, Dougherty DM, Schmitz JM, Swann AC (2001) Psychiatric aspects of impulsivity. Am J Psychiatry 158(11):1783–1793PubMedCrossRef
go back to reference Monterosso JR, Ainslie G, Xu J, Cordova X, Domier CP, London ED (2007) Frontoparietal cortical activity of methamphetamine-dependent and comparison subjects performing a delay discounting task. Hum Brain Mapp 28(5):383–393PubMedCrossRef Monterosso JR, Ainslie G, Xu J, Cordova X, Domier CP, London ED (2007) Frontoparietal cortical activity of methamphetamine-dependent and comparison subjects performing a delay discounting task. Hum Brain Mapp 28(5):383–393PubMedCrossRef
go back to reference Moscovitch M, Rosenbaum RS, Gilboa A, Addis DR, Westmacott R, Grady C, McAndrews MP, Levine B, Black S, Winocur G, Nadel L (2005) Functional neuroanatomy of remote episodic, semantic and spatial memory: a unified account based on multiple trace theory. J Anat 207(1):35–66PubMedCrossRef Moscovitch M, Rosenbaum RS, Gilboa A, Addis DR, Westmacott R, Grady C, McAndrews MP, Levine B, Black S, Winocur G, Nadel L (2005) Functional neuroanatomy of remote episodic, semantic and spatial memory: a unified account based on multiple trace theory. J Anat 207(1):35–66PubMedCrossRef
go back to reference Noonan MP, Walton ME, Behrens TE, Sallet J, Buckley MJ, Rushworth MF (2010) Separate value comparison and learning mechanisms in macaque medial and lateral orbitofrontal cortex. Proc Natl Acad Sci USA 107(47):20547–20552PubMedCrossRef Noonan MP, Walton ME, Behrens TE, Sallet J, Buckley MJ, Rushworth MF (2010) Separate value comparison and learning mechanisms in macaque medial and lateral orbitofrontal cortex. Proc Natl Acad Sci USA 107(47):20547–20552PubMedCrossRef
go back to reference O’Doherty JP (2004) Reward representations and reward-related learning in the human brain: insights from neuroimaging. Curr Opin Neurobiol 14(6):769–776PubMedCrossRef O’Doherty JP (2004) Reward representations and reward-related learning in the human brain: insights from neuroimaging. Curr Opin Neurobiol 14(6):769–776PubMedCrossRef
go back to reference Ohnishi T, Matsuda H, Imabayashi E, Okabe S, Takano H, Arai N, Ugawa Y (2004) rCBF changes elicited by rTMS over DLPFC in humans. Suppl Clin Neurophysiol 57:715–720PubMedCrossRef Ohnishi T, Matsuda H, Imabayashi E, Okabe S, Takano H, Arai N, Ugawa Y (2004) rCBF changes elicited by rTMS over DLPFC in humans. Suppl Clin Neurophysiol 57:715–720PubMedCrossRef
go back to reference Patton JH, Stanford MS, Barratt ES (1995) Factor structure of the Barratt Impulsiveness Scale. J Clin Psychol 51(6):768–774PubMedCrossRef Patton JH, Stanford MS, Barratt ES (1995) Factor structure of the Barratt Impulsiveness Scale. J Clin Psychol 51(6):768–774PubMedCrossRef
go back to reference Ploner CJ, Gaymard BM, Rivaud-Péchoux S, Baulac M, Clémenceau S, Samson S, Pierrot-Deseilligny C (2000) Lesions affecting the parahippocampal cortex yield spatial memory deficits in humans. Cereb Cortex 10(12):1211–1216PubMedCrossRef Ploner CJ, Gaymard BM, Rivaud-Péchoux S, Baulac M, Clémenceau S, Samson S, Pierrot-Deseilligny C (2000) Lesions affecting the parahippocampal cortex yield spatial memory deficits in humans. Cereb Cortex 10(12):1211–1216PubMedCrossRef
go back to reference Reynolds B, Ortengren A, Richards JB, de Wit H (2006) Dimensions of impulsive behavior: personality and behavioral measures. Pers Indiv Differ 40(2):305–315CrossRef Reynolds B, Ortengren A, Richards JB, de Wit H (2006) Dimensions of impulsive behavior: personality and behavioral measures. Pers Indiv Differ 40(2):305–315CrossRef
go back to reference Richards JB, Zhang L, Mitchell SH, de Wit H (1999) Delay or probability discounting in a model of impulsive behavior: effect of alcohol. J Exp Anal Behav 71(2):121–143PubMedCrossRef Richards JB, Zhang L, Mitchell SH, de Wit H (1999) Delay or probability discounting in a model of impulsive behavior: effect of alcohol. J Exp Anal Behav 71(2):121–143PubMedCrossRef
go back to reference 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(4):1392–1401PubMedCrossRef 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(4):1392–1401PubMedCrossRef
go back to reference Soloff P, Nutche J, Goradia D, Diwadkar V (2008) Structural brain abnormalities in borderline personality disorder: a voxel-based morphometry study. Psychiatry Res 164(3):223–236PubMedCrossRef Soloff P, Nutche J, Goradia D, Diwadkar V (2008) Structural brain abnormalities in borderline personality disorder: a voxel-based morphometry study. Psychiatry Res 164(3):223–236PubMedCrossRef
go back to reference Spinella M (2007) Normative data and a short form of the Barratt Impulsiveness Scale. Int J Neurosci 117(3):359–368PubMedCrossRef Spinella M (2007) Normative data and a short form of the Barratt Impulsiveness Scale. Int J Neurosci 117(3):359–368PubMedCrossRef
go back to reference Stuss DT, Gow CA, Hetherington CR (1992) “No longer Gage”: frontal lobe dysfunction and emotional changes. J Consult Clin Psychol 60(3):349–359PubMedCrossRef Stuss DT, Gow CA, Hetherington CR (1992) “No longer Gage”: frontal lobe dysfunction and emotional changes. J Consult Clin Psychol 60(3):349–359PubMedCrossRef
go back to reference Swann AC, Bjork JM, Moeller FG, Dougherty DM (2002) Two models of impulsivity: relationship to personality traits and psychopathology. Biol Psychiatry 51(12):988–994PubMedCrossRef Swann AC, Bjork JM, Moeller FG, Dougherty DM (2002) Two models of impulsivity: relationship to personality traits and psychopathology. Biol Psychiatry 51(12):988–994PubMedCrossRef
go back to reference Talairach J, Tornoux P (1988) Co-planar stereotaxic atlas of the human brain: 3-dimensional proportional system: an approach to cerebral imaging. Georg Thieme, Stuttgart Talairach J, Tornoux P (1988) Co-planar stereotaxic atlas of the human brain: 3-dimensional proportional system: an approach to cerebral imaging. Georg Thieme, Stuttgart
go back to reference Turk DJ, Banfield JF, Walling BR, Heatherton TF, Grafton ST, Handy TC, Gazzaniga MS, Macrae CN (2004) From facial cue to dinner for two: the neural substrates of personal choice. Neuroimage 22(3):1281–1290PubMedCrossRef Turk DJ, Banfield JF, Walling BR, Heatherton TF, Grafton ST, Handy TC, Gazzaniga MS, Macrae CN (2004) From facial cue to dinner for two: the neural substrates of personal choice. Neuroimage 22(3):1281–1290PubMedCrossRef
go back to reference van’t Wout M, Kahn RS, Sanfey AG, Aleman A (2005) Repetitive transcranial magnetic stimulation over the right dorsolateral prefrontal cortex affects strategic decision-making. NeuroReport 16(16):1849–1852CrossRef van’t Wout M, Kahn RS, Sanfey AG, Aleman A (2005) Repetitive transcranial magnetic stimulation over the right dorsolateral prefrontal cortex affects strategic decision-making. NeuroReport 16(16):1849–1852CrossRef
go back to reference Völlm B, Richardson P, McKie S, Elliott R, Dolan M, Deakin B (2007) Neuronal correlates of reward and loss in Cluster B personality disorders: a functional magnetic resonance imaging study. Psychiatry Res 156(2):151–167PubMedCrossRef Völlm B, Richardson P, McKie S, Elliott R, Dolan M, Deakin B (2007) Neuronal correlates of reward and loss in Cluster B personality disorders: a functional magnetic resonance imaging study. Psychiatry Res 156(2):151–167PubMedCrossRef
go back to reference Williams SM, Goldman-Rakic PS (1998) Widespread origin of the primate mesofrontal dopamine system. Cereb Cortex 8(4):321–345PubMedCrossRef Williams SM, Goldman-Rakic PS (1998) Widespread origin of the primate mesofrontal dopamine system. Cereb Cortex 8(4):321–345PubMedCrossRef
go back to reference Worsley KJ, Chen JI, Lerch J, Evans AC (2005) Comparing functional connectivity via thresholding correlations and singular value decomposition. Philos Trans R Soc Lond B Biol Sci 360(1457):913–920PubMedCrossRef Worsley KJ, Chen JI, Lerch J, Evans AC (2005) Comparing functional connectivity via thresholding correlations and singular value decomposition. Philos Trans R Soc Lond B Biol Sci 360(1457):913–920PubMedCrossRef
go back to reference Xu L, Liang ZY, Wang K, Li S, Jiang T (2009) Neural mechanism of intertemporal choice: from discounting future gains to future losses. Brain Res 1261:65–74PubMedCrossRef Xu L, Liang ZY, Wang K, Li S, Jiang T (2009) Neural mechanism of intertemporal choice: from discounting future gains to future losses. Brain Res 1261:65–74PubMedCrossRef
Metadata
Title
Morphometric Correlation of Impulsivity in Medial Prefrontal Cortex
Authors
Sang Soo Cho
Giovanna Pellecchia
Kelly Aminian
Nicola Ray
Barbara Segura
Ignacio Obeso
Antonio P. Strafella
Publication date
01-07-2013
Publisher
Springer US
Published in
Brain Topography / Issue 3/2013
Print ISSN: 0896-0267
Electronic ISSN: 1573-6792
DOI
https://doi.org/10.1007/s10548-012-0270-x

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