Functional alteration in frontolimbic systems relevant to moral judgment in cocaine-dependent subjects

Cocaine addiction is characterized by persistent decision‐making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to d...

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Published inAddiction biology Vol. 19; no. 2; pp. 272 - 281
Main Authors Verdejo-Garcia, Antonio, Contreras-Rodríguez, Oren, Fonseca, Francina, Cuenca, Aida, Soriano-Mas, Carles, Rodriguez, Joan, Pardo-Lozano, Ricardo, Blanco-Hinojo, Laura, de Sola Llopis, Susana, Farré, Magí, Torrens, Marta, Pujol, Jesús, de la Torre, Rafael
Format Journal Article
LanguageEnglish
Published United States Blackwell Publishing Ltd 01.03.2014
John Wiley & Sons, Inc
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Abstract Cocaine addiction is characterized by persistent decision‐making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine‐dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting‐state activation. Ten cocaine‐dependent subjects and 14 non‐drug‐using controls participated in the study. Cocaine‐dependent subjects were carefully selected to discard potentially confounding co‐morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting‐state. During the moral dilemmas task, cocaine‐dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting‐state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine‐dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making. During the functional resonance imaging moral decision‐making task (e.g., “would you throw a dying person into the sea to float a lifeboat full of survivors?”), cocaine dependent users displayed significantly reduced signal in brain regions involved in generating and instantiating emotions (i.e., insula, anterior cingulate cortex and brainstem periacqueductal gray). We reason that cocaine dependent users exhibit blunted responsiveness of the brain network that normally anticipates potentially aversive emotional consequences of complex social decisions.
AbstractList Cocaine addiction is characterized by persistent decision-making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine-dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting-state activation. Ten cocaine-dependent subjects and 14 non-drug-using controls participated in the study. Cocaine-dependent subjects were carefully selected to discard potentially confounding co-morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting-state. During the moral dilemmas task, cocaine-dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting-state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine-dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making.Cocaine addiction is characterized by persistent decision-making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine-dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting-state activation. Ten cocaine-dependent subjects and 14 non-drug-using controls participated in the study. Cocaine-dependent subjects were carefully selected to discard potentially confounding co-morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting-state. During the moral dilemmas task, cocaine-dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting-state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine-dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making.
Cocaine addiction is characterized by persistent decision-making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine-dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting-state activation. Ten cocaine-dependent subjects and 14 non-drug-using controls participated in the study. Cocaine-dependent subjects were carefully selected to discard potentially confounding co-morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting-state. During the moral dilemmas task, cocaine-dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting-state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine-dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making.
Cocaine addiction is characterized by persistent decision‐making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine‐dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting‐state activation. Ten cocaine‐dependent subjects and 14 non‐drug‐using controls participated in the study. Cocaine‐dependent subjects were carefully selected to discard potentially confounding co‐morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting‐state. During the moral dilemmas task, cocaine‐dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting‐state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine‐dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making. During the functional resonance imaging moral decision‐making task (e.g., “would you throw a dying person into the sea to float a lifeboat full of survivors?”), cocaine dependent users displayed significantly reduced signal in brain regions involved in generating and instantiating emotions (i.e., insula, anterior cingulate cortex and brainstem periacqueductal gray). We reason that cocaine dependent users exhibit blunted responsiveness of the brain network that normally anticipates potentially aversive emotional consequences of complex social decisions.
Cocaine addiction is characterized by persistent decision-making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine-dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting-state activation. Ten cocaine-dependent subjects and 14 non-drug-using controls participated in the study. Cocaine-dependent subjects were carefully selected to discard potentially confounding co-morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting-state. During the moral dilemmas task, cocaine-dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting-state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine-dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making. During the functional resonance imaging moral decision-making task (e.g., "would you throw a dying person into the sea to float a lifeboat full of survivors?"), cocaine dependent users displayed significantly reduced signal in brain regions involved in generating and instantiating emotions (i.e., insula, anterior cingulate cortex and brainstem periacqueductal gray). We reason that cocaine dependent users exhibit blunted responsiveness of the brain network that normally anticipates potentially aversive emotional consequences of complex social decisions.
Cocaine addiction is characterized by persistent decision‐making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging ( fMRI ) task to explore possible alterations of frontolimbic systems in cocaine‐dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting‐state activation. Ten cocaine‐dependent subjects and 14 non‐drug‐using controls participated in the study. Cocaine‐dependent subjects were carefully selected to discard potentially confounding co‐morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting‐state. During the moral dilemmas task, cocaine‐dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex ( ACC ), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting‐state functional connectivity between ACC , thalamus, insula and brain stem. These results demonstrate that cocaine‐dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making.
Cocaine addiction is characterized by persistent decision-making deficits, which are linked to structural and functional abnormalities in frontolimbic systems. Moral judgment is as a special instance of decision making, in which both cognitive and emotional signals must be adequately integrated to decide how to resolve moral dilemmas. Here, we employed a moral dilemmas functional magnetic resonance imaging (fMRI) task to explore possible alterations of frontolimbic systems in cocaine-dependent subjects. We also explored if these alterations relate to more basic deficits in functional connectivity within these systems during spontaneous resting-state activation. Ten cocaine-dependent subjects and 14 non-drug-using controls participated in the study. Cocaine-dependent subjects were carefully selected to discard potentially confounding co-morbidities, and they underwent a uniform supervised abstinence period of 10 days. Both groups were scanned, and fMRI maps were generated to identify (1) brain response to moral dilemmas; and (2) the strength of functional connectivity within frontolimbic systems during resting-state. During the moral dilemmas task, cocaine-dependent subjects showed reduced activation involving frontolimbic structures as the anterior cingulate cortex (ACC), left insula and brain stem. Connectivity analyses showed that cocaine users had less resting-state functional connectivity between ACC, thalamus, insula and brain stem. These results demonstrate that cocaine-dependent subjects have functional alterations in the frontolimbic systems that support moral judgment and social decision making. [PUBLICATION ABSTRACT]
Author Rodriguez, Joan
Torrens, Marta
Contreras-Rodríguez, Oren
Fonseca, Francina
de Sola Llopis, Susana
Pardo-Lozano, Ricardo
Soriano-Mas, Carles
Verdejo-Garcia, Antonio
Blanco-Hinojo, Laura
Pujol, Jesús
Farré, Magí
de la Torre, Rafael
Cuenca, Aida
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ISSN 1355-6215
1369-1600
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Issue 2
Keywords moral dilemmas
functional connectivity
cocaine
frontolimbic systems
Language English
License 2012 The Authors, Addiction Biology © 2012 Society for the Study of Addiction.
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Appendix S1 Moral dilemma paradigm and moral dilemma task vignettes.
Spanish Ministry of Health, Plan Nacional sobre Drogas
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PublicationDate 2014-03
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  year: 2014
  text: 2014-03
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– name: Leeds
PublicationTitle Addiction biology
PublicationTitleAlternate Addiction Biology
PublicationYear 2014
Publisher Blackwell Publishing Ltd
John Wiley & Sons, Inc
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– name: John Wiley & Sons, Inc
References Childress AR, Ehrman RN, Wang Z, Li Y, Sciortino N, Hakun J, Jens W, Suh J, Listerud J, Marquez K, Franklin T, Langleben D, Detre J, O'Brien CP (2008) Prelude to passion: limbic activation by 'unseen' drug and sexual cues. PLoS ONE 3:e1506.
Fernández-Serrano MJ, Lozano O, Pérez-García M, Verdejo-García A (2010) Impact of severity of drug use on discrete emotions recognition in polysubstance abusers. Drug Alcohol Depend 109:57-64.
Torrens M, Serrano D, Astals M, Pérez-Domínguez G, Martín-Santos R (2004) Diagnosing comorbid psychiatric disorders in substance abusers: validity of the Spanish versions of the Psychiatric Research Interview for Substance and Mental Disorders and the Structured Clinical Interview for DSM-IV. Am J Psychiatry 161:1231-1237.
Shin JW, Geerling JC, Loewy AD (2008) Inputs to the ventrolateral bed nucleus of the stria terminalis. J Comp Neurol 511:628-657.
Teasdale JD, Howard RJ, Cox SG, Ha Y, Brammer MJ, Williams SC, Checkley SA (1999) Functional MRI study of the cognitive generation of affect. Am J Psychiatry 156:209-215.
Harrison BJ, Pujol J, López-Solà M, Hernández-Ribas R, Deus J, Ortiz H, Soriano-Mas C, Yücel M, Pantelis C, Cardoner N (2008) Consistency and functional specialization in the default mode brain network. Proc Natl Acad Sci USA 105:9781-9786.
Wager TD, Lindquist MA, Nichols TE, Kober H, Van Snellenberg JX (2009) Evaluating the consistency and specificity of neuroimaging data using meta-analysis. Neuroimage 45:S210-S221.
Song XW, Dong ZY, Long XY, Li SF, Zuo XN, Zhu CZ, He Y, Yan CG, Zang YF (2011) REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS ONE 6:e25031.
Tanabe J, Tregellas JR, Dalwani M, Thompson L, Owens E, Crowley T, Banich M (2009) Medial orbitofrontal cortex gray matter is reduced in abstinent substance-dependent individuals. Biol Psychiatry 65:160-164.
Ersche KD, Jones PS, Williams GB, Turton AJ, Robbins TW, Bullmore ET (2012) Abnormal brain structure implicated in stimulant drug addiction. Science 335:601-604.
Harrison BJ, Soriano-Mas C, Pujol J, Ortiz H, López-Solà M, Hernández-Ribas R, Deus J, Alonso P, Yücel M, Pantelis C, Menchon JM, Cardoner N (2009) Altered corticostriatal functional connectivity in obsessive-compulsive disorder. Arch Gen Psychiatry 66:1189-1200.
Pujol J, Reixach J, Harrison BJ, Timoneda-Gallart C, Vilanova JC, Pérez-Alvarez F (2008) Posterior cingulate activation during moral dilemma in adolescents. Hum Brain Mapp 29:910-921.
Brett M, Anton JL, Valabregue R, Poline JB (2002) Region of Interest analysis using an SPM toolbox. Neuroimage 16:497.
Greene JD, Sommerville RB, Nystrom LE, Darley JM, Cohen JD (2001) An fMRI investigation of emotional engagement in moral judgment. Science 293:2105-2108.
Goldstein RZ, Volkow ND (2011) Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat Rev Neurosci 12:652-669.
D'Argembeau A, Xue G, Lu ZL, Van der Linden M, Bechara A (2008) Neural correlates of envisioning emotional events in the near and far future. Neuroimage 40:398-407.
Sperduti M, Delaveau P, Fossati P, Nadel J (2011) Different brain structures related to self- and external-agency attribution: a brief review and meta-analysis. Brain Struct Funct 216:151-157.
Tomasi D, Volkow ND, Wang R, Carrillo JH, Maloney T, Alia-Klein N, Woicik PA, Telang F, Goldstein RZ (2010) Disrupted functional connectivity with dopaminergic midbrain in cocaine abusers. PLoS ONE 5:e10815.
Naqvi NH, Bechara A (2009) The hidden island of addiction: the insula. Trends Neurosci 32:56-67.
Verdejo-García A, Rivas-Pérez C, Vilar-López R, Pérez-García M (2007) Strategic self-regulation, decision-making and emotion processing in poly-substance abusers in their first year of abstinence. Drug Alcohol Depend 86:139-146.
Cunha PJ, Bechara A, de Andrade AG, Nicastri S (2011) Decision-making deficits linked to real-life social dysfunction in crack cocaine-dependent individuals. Am J Addict 20:78-86.
Ding YS, Singhal T, Planeta-Wilson B, Gallezot JD, Nabulsi N, Labaree D, Ropchan J, Henry S, Williams W, Carson RE, Neumeister A, Malison RT (2010) PET imaging of the effects of age and cocaine on the norepinephrine transporter in the human brain using (S,S)-[(11)C]O-methylreboxetine and HRRT. Synapse 64:30-38.
Greene JD (2007) Why are VMPFC patients more utilitarian? A dual-process theory of moral judgment explains. Trends Cogn Sci 11:322-323.
Goldstein RZ, Craig AD, Bechara A, Garavan H, Childress AR, Paulus MP, Volkow ND (2009) The neurocircuitry of impaired insight in drug addiction. Trends Cogn Sci 13:372-380.
Pujol J, Batalla I, Contreras-Rodríguez O, Harrison BJ, Pera V, Hernández-Ribas R, Real E, Bosa L, Soriano-Mas C, Deus J, López-Solà M, Pifarré J, Menchón JM, Cardoner N (2011) Breakdown in the brain network subserving moral judgment in criminal psychopathy. Soc Cogn Affect Neurosci [Epub ahead of print].
Wilson SJ, Sayette MA, Fiez JA (2004) Prefrontal responses to drug cues: a neurocognitive analysis. Nat Neurosci 7:211-214.
Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, Reiss AL, Greicius MD (2007) Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci 27:2349-2356.
Greene JD, Nystrom LE, Engell AD, Darley JM, Cohen JD (2004) The neural bases of cognitive conflict and control in moral judgment. Neuron 44:389-400.
Fellows LK, Farah MJ (2005) Dissociable elements of human foresight: a role for the ventromedial frontal lobes in framing the future, but not in discounting future rewards. Neuropsychologia 43:1214-1221.
Volkow ND, Baler RD, Goldstein RZ (2011) Addiction: pulling at the neural threads of social behaviors. Neuron 69:599-602.
Bolla KI, Eldreth DA, London ED, Kiehl KA, Mouratidis M, Contoreggi C, Matochik JA, Kurian V, Cadet JL, Kimes AS, Funderburk FR, Ernst M (2003) Orbitofrontal cortex dysfunction in abstinent cocaine abusers performing a decision-making task. Neuroimage 19:1085-1094.
Asensio S, Romero MJ, Palau C, Sanchez A, Senabre I, Morales JL, Carcelen R, Romero FJ (2010) Altered neural response of the appetitive emotional system in cocaine addiction: an fMRI study. Addict Biol 15:504-516.
Ochsner KN, Gross JJ (2005) The cognitive control of emotion. Trends Cogn Sci 9:242-249.
Verdejo-García A, Bechara A (2009) A somatic marker theory of addiction. Neuropharmacology 56 (Suppl 1):48-62.
Lieberman MD, Cunningham WA (2009) Type I and Type II error concerns in fMRI research: re-balancing the scale. Soc Cogn Affect Neurosci 4:423-428.
Verdejo-García A, Bechara A, Recknor EC, Pérez-García M (2006) Decision-making and the Iowa Gambling Task: ecological validity in individuals with substance dependence. Psychol Belg 46:55-78.
Fox MD, Raichle ME (2007) Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 8:700-711.
Medford N, Critchley HD (2010) Conjoint activity of anterior insular and anterior cingulate cortex: awareness and response. Brain Struct Funct 214:535-549.
Craig AD (2009) How do you feel-now? The anterior insula and human awareness. Nat Rev Neurosci 10:59-70.
Moll J, Zahn R, de Oliveira-Souza R, Krueger F, Grafman J (2005) Opinion: the neural basis of human moral cognition. Nat Rev Neurosci 6:799-809.
2002; 16
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References_xml – reference: Ersche KD, Jones PS, Williams GB, Turton AJ, Robbins TW, Bullmore ET (2012) Abnormal brain structure implicated in stimulant drug addiction. Science 335:601-604.
– reference: Goldstein RZ, Volkow ND (2011) Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications. Nat Rev Neurosci 12:652-669.
– reference: Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, Reiss AL, Greicius MD (2007) Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci 27:2349-2356.
– reference: Tanabe J, Tregellas JR, Dalwani M, Thompson L, Owens E, Crowley T, Banich M (2009) Medial orbitofrontal cortex gray matter is reduced in abstinent substance-dependent individuals. Biol Psychiatry 65:160-164.
– reference: Cunha PJ, Bechara A, de Andrade AG, Nicastri S (2011) Decision-making deficits linked to real-life social dysfunction in crack cocaine-dependent individuals. Am J Addict 20:78-86.
– reference: Naqvi NH, Bechara A (2009) The hidden island of addiction: the insula. Trends Neurosci 32:56-67.
– reference: Brett M, Anton JL, Valabregue R, Poline JB (2002) Region of Interest analysis using an SPM toolbox. Neuroimage 16:497.
– reference: Greene JD (2007) Why are VMPFC patients more utilitarian? A dual-process theory of moral judgment explains. Trends Cogn Sci 11:322-323.
– reference: Verdejo-García A, Rivas-Pérez C, Vilar-López R, Pérez-García M (2007) Strategic self-regulation, decision-making and emotion processing in poly-substance abusers in their first year of abstinence. Drug Alcohol Depend 86:139-146.
– reference: Volkow ND, Baler RD, Goldstein RZ (2011) Addiction: pulling at the neural threads of social behaviors. Neuron 69:599-602.
– reference: Harrison BJ, Soriano-Mas C, Pujol J, Ortiz H, López-Solà M, Hernández-Ribas R, Deus J, Alonso P, Yücel M, Pantelis C, Menchon JM, Cardoner N (2009) Altered corticostriatal functional connectivity in obsessive-compulsive disorder. Arch Gen Psychiatry 66:1189-1200.
– reference: Pujol J, Batalla I, Contreras-Rodríguez O, Harrison BJ, Pera V, Hernández-Ribas R, Real E, Bosa L, Soriano-Mas C, Deus J, López-Solà M, Pifarré J, Menchón JM, Cardoner N (2011) Breakdown in the brain network subserving moral judgment in criminal psychopathy. Soc Cogn Affect Neurosci [Epub ahead of print].
– reference: Childress AR, Ehrman RN, Wang Z, Li Y, Sciortino N, Hakun J, Jens W, Suh J, Listerud J, Marquez K, Franklin T, Langleben D, Detre J, O'Brien CP (2008) Prelude to passion: limbic activation by 'unseen' drug and sexual cues. PLoS ONE 3:e1506.
– reference: Medford N, Critchley HD (2010) Conjoint activity of anterior insular and anterior cingulate cortex: awareness and response. Brain Struct Funct 214:535-549.
– reference: Verdejo-García A, Bechara A (2009) A somatic marker theory of addiction. Neuropharmacology 56 (Suppl 1):48-62.
– reference: Wager TD, Lindquist MA, Nichols TE, Kober H, Van Snellenberg JX (2009) Evaluating the consistency and specificity of neuroimaging data using meta-analysis. Neuroimage 45:S210-S221.
– reference: Verdejo-García A, Bechara A, Recknor EC, Pérez-García M (2006) Decision-making and the Iowa Gambling Task: ecological validity in individuals with substance dependence. Psychol Belg 46:55-78.
– reference: Teasdale JD, Howard RJ, Cox SG, Ha Y, Brammer MJ, Williams SC, Checkley SA (1999) Functional MRI study of the cognitive generation of affect. Am J Psychiatry 156:209-215.
– reference: Shin JW, Geerling JC, Loewy AD (2008) Inputs to the ventrolateral bed nucleus of the stria terminalis. J Comp Neurol 511:628-657.
– reference: Wilson SJ, Sayette MA, Fiez JA (2004) Prefrontal responses to drug cues: a neurocognitive analysis. Nat Neurosci 7:211-214.
– reference: Fernández-Serrano MJ, Lozano O, Pérez-García M, Verdejo-García A (2010) Impact of severity of drug use on discrete emotions recognition in polysubstance abusers. Drug Alcohol Depend 109:57-64.
– reference: Song XW, Dong ZY, Long XY, Li SF, Zuo XN, Zhu CZ, He Y, Yan CG, Zang YF (2011) REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS ONE 6:e25031.
– reference: Harrison BJ, Pujol J, López-Solà M, Hernández-Ribas R, Deus J, Ortiz H, Soriano-Mas C, Yücel M, Pantelis C, Cardoner N (2008) Consistency and functional specialization in the default mode brain network. Proc Natl Acad Sci USA 105:9781-9786.
– reference: Lieberman MD, Cunningham WA (2009) Type I and Type II error concerns in fMRI research: re-balancing the scale. Soc Cogn Affect Neurosci 4:423-428.
– reference: Bolla KI, Eldreth DA, London ED, Kiehl KA, Mouratidis M, Contoreggi C, Matochik JA, Kurian V, Cadet JL, Kimes AS, Funderburk FR, Ernst M (2003) Orbitofrontal cortex dysfunction in abstinent cocaine abusers performing a decision-making task. Neuroimage 19:1085-1094.
– reference: Greene JD, Sommerville RB, Nystrom LE, Darley JM, Cohen JD (2001) An fMRI investigation of emotional engagement in moral judgment. Science 293:2105-2108.
– reference: Sperduti M, Delaveau P, Fossati P, Nadel J (2011) Different brain structures related to self- and external-agency attribution: a brief review and meta-analysis. Brain Struct Funct 216:151-157.
– reference: Tomasi D, Volkow ND, Wang R, Carrillo JH, Maloney T, Alia-Klein N, Woicik PA, Telang F, Goldstein RZ (2010) Disrupted functional connectivity with dopaminergic midbrain in cocaine abusers. PLoS ONE 5:e10815.
– reference: Torrens M, Serrano D, Astals M, Pérez-Domínguez G, Martín-Santos R (2004) Diagnosing comorbid psychiatric disorders in substance abusers: validity of the Spanish versions of the Psychiatric Research Interview for Substance and Mental Disorders and the Structured Clinical Interview for DSM-IV. Am J Psychiatry 161:1231-1237.
– reference: Craig AD (2009) How do you feel-now? The anterior insula and human awareness. Nat Rev Neurosci 10:59-70.
– reference: Fellows LK, Farah MJ (2005) Dissociable elements of human foresight: a role for the ventromedial frontal lobes in framing the future, but not in discounting future rewards. Neuropsychologia 43:1214-1221.
– reference: D'Argembeau A, Xue G, Lu ZL, Van der Linden M, Bechara A (2008) Neural correlates of envisioning emotional events in the near and far future. Neuroimage 40:398-407.
– reference: Ding YS, Singhal T, Planeta-Wilson B, Gallezot JD, Nabulsi N, Labaree D, Ropchan J, Henry S, Williams W, Carson RE, Neumeister A, Malison RT (2010) PET imaging of the effects of age and cocaine on the norepinephrine transporter in the human brain using (S,S)-[(11)C]O-methylreboxetine and HRRT. Synapse 64:30-38.
– reference: Fox MD, Raichle ME (2007) Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 8:700-711.
– reference: Greene JD, Nystrom LE, Engell AD, Darley JM, Cohen JD (2004) The neural bases of cognitive conflict and control in moral judgment. Neuron 44:389-400.
– reference: Pujol J, Reixach J, Harrison BJ, Timoneda-Gallart C, Vilanova JC, Pérez-Alvarez F (2008) Posterior cingulate activation during moral dilemma in adolescents. Hum Brain Mapp 29:910-921.
– reference: Asensio S, Romero MJ, Palau C, Sanchez A, Senabre I, Morales JL, Carcelen R, Romero FJ (2010) Altered neural response of the appetitive emotional system in cocaine addiction: an fMRI study. Addict Biol 15:504-516.
– reference: Ochsner KN, Gross JJ (2005) The cognitive control of emotion. Trends Cogn Sci 9:242-249.
– reference: Goldstein RZ, Craig AD, Bechara A, Garavan H, Childress AR, Paulus MP, Volkow ND (2009) The neurocircuitry of impaired insight in drug addiction. Trends Cogn Sci 13:372-380.
– reference: Moll J, Zahn R, de Oliveira-Souza R, Krueger F, Grafman J (2005) Opinion: the neural basis of human moral cognition. Nat Rev Neurosci 6:799-809.
– volume: 6
  start-page: e25031
  year: 2011
  article-title: REST: a toolkit for resting‐state functional magnetic resonance imaging data processing
  publication-title: PLoS ONE
– volume: 64
  start-page: 30
  year: 2010
  end-page: 38
  article-title: PET imaging of the effects of age and cocaine on the norepinephrine transporter in the human brain using (S,S)‐[(11)C]O‐methylreboxetine and HRRT
  publication-title: Synapse
– volume: 13
  start-page: 372
  year: 2009
  end-page: 380
  article-title: The neurocircuitry of impaired insight in drug addiction
  publication-title: Trends Cogn Sci
– volume: 27
  start-page: 2349
  year: 2007
  end-page: 2356
  article-title: Dissociable intrinsic connectivity networks for salience processing and executive control
  publication-title: J Neurosci
– year: 2000
  article-title: Simultaneous Inference for FMRI Data
– volume: 46
  start-page: 55
  year: 2006
  end-page: 78
  article-title: Decision‐making and the Iowa Gambling Task: ecological validity in individuals with substance dependence
  publication-title: Psychol Belg
– volume: 86
  start-page: 139
  year: 2007
  end-page: 146
  article-title: Strategic self‐regulation, decision‐making and emotion processing in poly‐substance abusers in their first year of abstinence
  publication-title: Drug Alcohol Depend
– volume: 8
  start-page: 700
  year: 2007
  end-page: 711
  article-title: Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
  publication-title: Nat Rev Neurosci
– volume: 109
  start-page: 57
  year: 2010
  end-page: 64
  article-title: Impact of severity of drug use on discrete emotions recognition in polysubstance abusers
  publication-title: Drug Alcohol Depend
– volume: 29
  start-page: 910
  year: 2008
  end-page: 921
  article-title: Posterior cingulate activation during moral dilemma in adolescents
  publication-title: Hum Brain Mapp
– volume: 214
  start-page: 535
  year: 2010
  end-page: 549
  article-title: Conjoint activity of anterior insular and anterior cingulate cortex: awareness and response
  publication-title: Brain Struct Funct
– volume: 216
  start-page: 151
  year: 2011
  end-page: 157
  article-title: Different brain structures related to self‐ and external‐agency attribution: a brief review and meta‐analysis
  publication-title: Brain Struct Funct
– volume: 4
  start-page: 423
  year: 2009
  end-page: 428
  article-title: Type I and Type II error concerns in fMRI research: re‐balancing the scale
  publication-title: Soc Cogn Affect Neurosci
– year: 2011
  article-title: Breakdown in the brain network subserving moral judgment in criminal psychopathy
  publication-title: Soc Cogn Affect Neurosci
– volume: 69
  start-page: 599
  year: 2011
  end-page: 602
  article-title: Addiction: pulling at the neural threads of social behaviors
  publication-title: Neuron
– volume: 10
  start-page: 59
  year: 2009
  end-page: 70
  article-title: How do you feel—now? The anterior insula and human awareness
  publication-title: Nat Rev Neurosci
– volume: 293
  start-page: 2105
  year: 2001
  end-page: 2108
  article-title: An fMRI investigation of emotional engagement in moral judgment
  publication-title: Science
– volume: 9
  start-page: 242
  year: 2005
  end-page: 249
  article-title: The cognitive control of emotion
  publication-title: Trends Cogn Sci
– volume: 20
  start-page: 78
  year: 2011
  end-page: 86
  article-title: Decision‐making deficits linked to real‐life social dysfunction in crack cocaine‐dependent individuals
  publication-title: Am J Addict
– volume: 16
  start-page: 497
  year: 2002
  article-title: Region of Interest analysis using an SPM toolbox
  publication-title: Neuroimage
– volume: 7
  start-page: 211
  year: 2004
  end-page: 214
  article-title: Prefrontal responses to drug cues: a neurocognitive analysis
  publication-title: Nat Neurosci
– volume: 19
  start-page: 1085
  year: 2003
  end-page: 1094
  article-title: Orbitofrontal cortex dysfunction in abstinent cocaine abusers performing a decision‐making task
  publication-title: Neuroimage
– volume: 15
  start-page: 504
  year: 2010
  end-page: 516
  article-title: Altered neural response of the appetitive emotional system in cocaine addiction: an fMRI study
  publication-title: Addict Biol
– volume: 56
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  issue: Suppl 1
  year: 2009
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  article-title: A somatic marker theory of addiction
  publication-title: Neuropharmacology
– volume: 156
  start-page: 209
  year: 1999
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  article-title: Functional MRI study of the cognitive generation of affect
  publication-title: Am J Psychiatry
– volume: 12
  start-page: 652
  year: 2011
  end-page: 669
  article-title: Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications
  publication-title: Nat Rev Neurosci
– volume: 3
  start-page: e1506
  year: 2008
  article-title: Prelude to passion: limbic activation by ‘unseen’ drug and sexual cues
  publication-title: PLoS ONE
– volume: 11
  start-page: 322
  year: 2007
  end-page: 323
  article-title: Why are VMPFC patients more utilitarian? A dual‐process theory of moral judgment explains
  publication-title: Trends Cogn Sci
– volume: 161
  start-page: 1231
  year: 2004
  end-page: 1237
  article-title: Diagnosing comorbid psychiatric disorders in substance abusers: validity of the Spanish versions of the Psychiatric Research Interview for Substance and Mental Disorders and the Structured Clinical Interview for DSM‐IV
  publication-title: Am J Psychiatry
– volume: 335
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  year: 2012
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  article-title: Abnormal brain structure implicated in stimulant drug addiction
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Snippet Cocaine addiction is characterized by persistent decision‐making deficits, which are linked to structural and functional abnormalities in frontolimbic systems....
Cocaine addiction is characterized by persistent decision-making deficits, which are linked to structural and functional abnormalities in frontolimbic systems....
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SubjectTerms Addiction
Adolescent
Adult
Brain
Brain Mapping - methods
Case-Control Studies
Cerebral Cortex - physiopathology
Cocaine
Cocaine-Related Disorders - physiopathology
Cocaine-Related Disorders - psychology
Data Interpretation, Statistical
Decision making
Female
frontolimbic systems
functional connectivity
Humans
Judgment - physiology
Limbic System - physiopathology
Magnetic Resonance Imaging - methods
Male
Middle Aged
moral dilemmas
Morals
Neural Pathways - physiopathology
Periaqueductal Gray - physiopathology
Photic Stimulation - methods
Prefrontal Cortex - physiopathology
Young Adult
Title Functional alteration in frontolimbic systems relevant to moral judgment in cocaine-dependent subjects
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https://www.proquest.com/docview/1504452478
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Volume 19
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