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Erschienen in: Brain Structure and Function 6/2016

04.08.2015 | Original Article

Intertemporal choice behavior is constrained by brain structure in healthy participants and pathological gamblers

verfasst von: Bahram Mohammadi, Anke Hammer, Stephan F. Miedl, Daniel Wiswede, Josep Marco-Pallarés, Manfred Herrmann, Thomas F. Münte

Erschienen in: Brain Structure and Function | Ausgabe 6/2016

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Abstract

The steepness of the delay discounting function shows considerable interindividual differences. Moreover, faster devaluation of future rewards has been consistently observed in pathological gamblers (PGs). Here, we asked whether variability in delay discounting is at least partially driven by differences in the anatomy of gray and white matter. For 40 healthy young subjects (study 1) as well as 15 PG and 15 age-matched healthy controls (HCs, study 2), the individual discounting parameter k was obtained. Based on 3D T1-weighted high-resolution magnetic resonance scans and diffusion tensor imaging, we performed voxel-based morphometry and tract-based spatial statistics, respectively, to examine the relation of gray matter volume (GMV) and white matter properties (as indicated by fractional anisotropy, FA) to k. Healthy groups from both studies showed a negative correlation between k and FA for the superior longitudinal fascicle and inferior longitudinal fascicle, whereas a positive correlation was found in the PG group for the inferior longitudinal fascicle and left inferior fronto-occipital fascicle. The latter also was significantly different between HC and PG in the group statistics (albeit on the right side), thus suggesting that this is a significant structure for the development of pathological gambling. GMV of the right frontal orbital cortex, left insular cortex and right lateral occipital cortex showed a positive correlation to k HC (studies 1 and 2) and PG, whereas a negative correlation was found for the left frontal pole in all three groups. Group comparison of GMV (study 2) revealed a decrease in PG for several cortical and subcortical areas.
Literatur
Zurück zum Zitat Alessi SM, Petry NM (2003) Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behav Process 64:345–354CrossRef Alessi SM, Petry NM (2003) Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behav Process 64:345–354CrossRef
Zurück zum Zitat Amiez C, Joseph JP, Procyk E (2006) Reward encoding in the monkey anterior cingulate cortex. Cereb Cortex 16:1040–1055CrossRefPubMed Amiez C, Joseph JP, Procyk E (2006) Reward encoding in the monkey anterior cingulate cortex. Cereb Cortex 16:1040–1055CrossRefPubMed
Zurück zum Zitat Anokhin AP, Golosheykin S, Grant JD, Heath AC (2011) Heritability of delay discounting in adolescence: a longitudinal twin study. Behav Genet 41:175–183CrossRefPubMed Anokhin AP, Golosheykin S, Grant JD, Heath AC (2011) Heritability of delay discounting in adolescence: a longitudinal twin study. Behav Genet 41:175–183CrossRefPubMed
Zurück zum Zitat Ashtari M, Cervellione K, Cottone J, Ardekani B, Sevy S, Kumra S (2009) Diffusion abnormalities in adolescents and young adults with a history of heavy cannabis use. J Psychiat Res 43:189–204CrossRefPubMedPubMedCentral Ashtari M, Cervellione K, Cottone J, Ardekani B, Sevy S, Kumra S (2009) Diffusion abnormalities in adolescents and young adults with a history of heavy cannabis use. J Psychiat Res 43:189–204CrossRefPubMedPubMedCentral
Zurück zum Zitat Basser PJ, Jones DK (2002) Diffusion-tensor MRI: theory, experimental design and data analysis: a technical review. NMR Biomed 15:456–467CrossRefPubMed Basser PJ, Jones DK (2002) Diffusion-tensor MRI: theory, experimental design and data analysis: a technical review. NMR Biomed 15:456–467CrossRefPubMed
Zurück zum Zitat Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system: a technical review. NMR Biomed 15:435–455CrossRefPubMed Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system: a technical review. NMR Biomed 15:435–455CrossRefPubMed
Zurück zum Zitat Brevers D, Cleeremans A, Verbruggen F, Bechara A, Kornreich C, Verbanck P, Noël X (2012) Impulsive action but not impulsive choice determines problem gambling severity. PLoS One 7:e50647CrossRefPubMedPubMedCentral Brevers D, Cleeremans A, Verbruggen F, Bechara A, Kornreich C, Verbanck P, Noël X (2012) Impulsive action but not impulsive choice determines problem gambling severity. PLoS One 7:e50647CrossRefPubMedPubMedCentral
Zurück zum Zitat Camara E, Rodriguez-Fornells A, Münte TF (2010) Microstructural brain differences predict functional hemodynamic responses in a reward processing task. J Neurosci 30:11398–11402CrossRefPubMed Camara E, Rodriguez-Fornells A, Münte TF (2010) Microstructural brain differences predict functional hemodynamic responses in a reward processing task. J Neurosci 30:11398–11402CrossRefPubMed
Zurück zum Zitat Cho SS, Pellecchia G, Aminian K, Ray N, Segura B, Obeso I, Strafella AP (2013) Morphometric correlation of impulsivity in medial prefrontal cortex. Brain Topogr 26:479–487CrossRefPubMed Cho SS, Pellecchia G, Aminian K, Ray N, Segura B, Obeso I, Strafella AP (2013) Morphometric correlation of impulsivity in medial prefrontal cortex. Brain Topogr 26:479–487CrossRefPubMed
Zurück zum Zitat Frederick S, Loewenstein G, O’Donoghue T (2002) Time discounting and time preference: a critical review. J Economic Lit 40:351–401CrossRef Frederick S, Loewenstein G, O’Donoghue T (2002) Time discounting and time preference: a critical review. J Economic Lit 40:351–401CrossRef
Zurück zum Zitat Frederick S, Loewenstein G, O’Donoghue T (2003) Time discounting and time preference: A critical review. In: Loewenstein G, Read D, Baumeister R (eds) Time and decision: economic and psychological perspectives on intertemporal choice. Sage, New York, pp 13–86 Frederick S, Loewenstein G, O’Donoghue T (2003) Time discounting and time preference: A critical review. In: Loewenstein G, Read D, Baumeister R (eds) Time and decision: economic and psychological perspectives on intertemporal choice. Sage, New York, pp 13–86
Zurück zum Zitat Good C, Johnsrude I, Ashburner J, Henson R, Friston K, Frackowiak R (2001) A voxel-based morphometric study of ageing in 465 normal adult human brains. NeuroImage 14:21–36CrossRefPubMed Good C, Johnsrude I, Ashburner J, Henson R, Friston K, Frackowiak R (2001) A voxel-based morphometric study of ageing in 465 normal adult human brains. NeuroImage 14:21–36CrossRefPubMed
Zurück zum Zitat Grant JE, Potenza MN (2004) Pathological gambling: a clinical guide to treatment. American Psychiatric Publishing Inc, Washington, DC Grant JE, Potenza MN (2004) Pathological gambling: a clinical guide to treatment. American Psychiatric Publishing Inc, Washington, DC
Zurück zum Zitat Jacobus J, McQueeny T, Bava S, Schweinsburg B, Frank L, Yang T, Tapert S (2009) White matter integrity in adolescents with histories of marijuana use and binge drinking. Neurotox Teratol 31:349–355CrossRef Jacobus J, McQueeny T, Bava S, Schweinsburg B, Frank L, Yang T, Tapert S (2009) White matter integrity in adolescents with histories of marijuana use and binge drinking. Neurotox Teratol 31:349–355CrossRef
Zurück zum Zitat Jenkinson M, Smith SM (2001) A global optimisation method for robust affine registration of brain images. Med Image Anal 5:143–156CrossRefPubMed Jenkinson M, Smith SM (2001) A global optimisation method for robust affine registration of brain images. Med Image Anal 5:143–156CrossRefPubMed
Zurück zum Zitat Jenkinson M, Bannister PR, Brady JM, Smith SM (2002) Improved optimisation for the robust and accurate linear registration and motion correction of brain images. NeuroImage 17:825–841CrossRefPubMed Jenkinson M, Bannister PR, Brady JM, Smith SM (2002) Improved optimisation for the robust and accurate linear registration and motion correction of brain images. NeuroImage 17:825–841CrossRefPubMed
Zurück zum Zitat Joutsa J, Saunavaara J, Parkkola R, Niemelä S, Kaasinen V (2011) Extensive abnormality of brain white matter integrity in pathological gambling. Psychiatry Res 194:340–346CrossRefPubMed Joutsa J, Saunavaara J, Parkkola R, Niemelä S, Kaasinen V (2011) Extensive abnormality of brain white matter integrity in pathological gambling. Psychiatry Res 194:340–346CrossRefPubMed
Zurück zum Zitat Kalenscher T, Pennartz CMA (2008) Is a bird in the hand worth two in the future? The neuroeconomics of intertemporal decision-making. Prog Neurobiol 84:284–315CrossRefPubMed Kalenscher T, Pennartz CMA (2008) Is a bird in the hand worth two in the future? The neuroeconomics of intertemporal decision-making. Prog Neurobiol 84:284–315CrossRefPubMed
Zurück zum Zitat Kalenscher T, Windmann S, Diekamp B, Rose J, Güntürkün O, Colombo M (2005) Single units in the pigeon brain integrate reward amount and time-to-reward in an impulsive choice task. Curr Biol 15:594–602CrossRefPubMed Kalenscher T, Windmann S, Diekamp B, Rose J, Güntürkün O, Colombo M (2005) Single units in the pigeon brain integrate reward amount and time-to-reward in an impulsive choice task. Curr Biol 15:594–602CrossRefPubMed
Zurück zum Zitat 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 128:78–87CrossRefPubMed 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 128:78–87CrossRefPubMed
Zurück zum Zitat Koehler S, Hasselmann E, Wüstenberg T, Heinz A, Romanczuk-Seiferth N (2013) Higher volume of ventral striatum and right prefrontal cortex in pathological gambling. Brain Struct Funct [Epub ahead of print] Koehler S, Hasselmann E, Wüstenberg T, Heinz A, Romanczuk-Seiferth N (2013) Higher volume of ventral striatum and right prefrontal cortex in pathological gambling. Brain Struct Funct [Epub ahead of print]
Zurück zum Zitat Kräplin A, Dshemuchadse M, Behrendt S, Scherbaum S, Goschke T, Bühringer G (2014) Dysfunctional decision-making in pathological gambling: pattern specificity and the role of impulsivity. Psychiatry Res 215:675–682CrossRefPubMed Kräplin A, Dshemuchadse M, Behrendt S, Scherbaum S, Goschke T, Bühringer G (2014) Dysfunctional decision-making in pathological gambling: pattern specificity and the role of impulsivity. Psychiatry Res 215:675–682CrossRefPubMed
Zurück zum Zitat Kuhnen CM, Knutson B (2005b) The neural basis of financial risk taking. Neuron 47(5):763–770CrossRefPubMed Kuhnen CM, Knutson B (2005b) The neural basis of financial risk taking. Neuron 47(5):763–770CrossRefPubMed
Zurück zum Zitat Lane S, Steinberg J, Ma L, Hasan K, Kramer L, Zuniga E, Narayana P, Moeller F (2010) Diffusion tensor imaging and decision making in cocaine dependence. PloS One 5:e11591CrossRefPubMedPubMedCentral Lane S, Steinberg J, Ma L, Hasan K, Kramer L, Zuniga E, Narayana P, Moeller F (2010) Diffusion tensor imaging and decision making in cocaine dependence. PloS One 5:e11591CrossRefPubMedPubMedCentral
Zurück zum Zitat Lesieur HR, Blume SB (1987) The South Oaks Gambling Screen (SOGS): a new instrument for the identification of Pathological gamblers. Am J Psychiat 144:1184–1188CrossRefPubMed Lesieur HR, Blume SB (1987) The South Oaks Gambling Screen (SOGS): a new instrument for the identification of Pathological gamblers. Am J Psychiat 144:1184–1188CrossRefPubMed
Zurück zum Zitat Lim KO, Wozniak JR, Mueller BA, Franc DT, Specker SM, Rodriguez CP, Silverman AB, Rotrosen JP (2008) Brain macrostructural and microstructural abnormalities in cocaine dependence. Drug Alcohol Depend 92:164–172CrossRefPubMed Lim KO, Wozniak JR, Mueller BA, Franc DT, Specker SM, Rodriguez CP, Silverman AB, Rotrosen JP (2008) Brain macrostructural and microstructural abnormalities in cocaine dependence. Drug Alcohol Depend 92:164–172CrossRefPubMed
Zurück zum Zitat Marco-Pallares J, Mohammadi B, Samii A, Münte TF (2010) Brain activations reflect individual discount rates in intertemporal choice. Brain Res 1320:123–129CrossRefPubMed Marco-Pallares J, Mohammadi B, Samii A, Münte TF (2010) Brain activations reflect individual discount rates in intertemporal choice. Brain Res 1320:123–129CrossRefPubMed
Zurück zum Zitat Mazur JE (1984) Tests of an equivalence rule for fixed and variable reinforcer delays. J Exp Psychol Anim Behav Process 10:426–436CrossRef Mazur JE (1984) Tests of an equivalence rule for fixed and variable reinforcer delays. J Exp Psychol Anim Behav Process 10:426–436CrossRef
Zurück zum Zitat McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306:503–507CrossRefPubMed McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306:503–507CrossRefPubMed
Zurück zum Zitat Miedl SF, Fehr T, Meyer G, Herrmann M (2010) Neurobiological correlates of problem gambling in a quasi-realistic blackjack scenario as revealed by fMRI. Psychiatry Res 181:165–173CrossRefPubMed Miedl SF, Fehr T, Meyer G, Herrmann M (2010) Neurobiological correlates of problem gambling in a quasi-realistic blackjack scenario as revealed by fMRI. Psychiatry Res 181:165–173CrossRefPubMed
Zurück zum Zitat Miedl SF, Peters J, Büchel C (2012) Altered neural reward representations in pathological gamblers revealed by delay and probability discounting. Arch Gen Psychiatry 69:177–186CrossRefPubMed Miedl SF, Peters J, Büchel C (2012) Altered neural reward representations in pathological gamblers revealed by delay and probability discounting. Arch Gen Psychiatry 69:177–186CrossRefPubMed
Zurück zum Zitat Milenkova M, Mohammadi B, Kollewe K, Schrader C, Fellbrich A, Wittfoth M, Dengler R, Münte TF (2011) Intertemporal choice in Parkinson’s disease. Mov Disord 26:2004–2010CrossRefPubMed Milenkova M, Mohammadi B, Kollewe K, Schrader C, Fellbrich A, Wittfoth M, Dengler R, Münte TF (2011) Intertemporal choice in Parkinson’s disease. Mov Disord 26:2004–2010CrossRefPubMed
Zurück zum Zitat Mitchell SH (1999) Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology 146:455–464CrossRefPubMed Mitchell SH (1999) Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology 146:455–464CrossRefPubMed
Zurück zum Zitat Mitchell JM, Fields HL, D’Esposito M, Boettiger CA (2005) Impulsive responding in alcoholics. Alcohol Clin Exp Res 29:2158–2169CrossRefPubMed Mitchell JM, Fields HL, D’Esposito M, Boettiger CA (2005) Impulsive responding in alcoholics. Alcohol Clin Exp Res 29:2158–2169CrossRefPubMed
Zurück zum Zitat Papadakis NG, Xing D, Huang CL, Hall LD, Carpenter TA (1999) A comparative study of acquisition schemes for diffusion tensor imaging using MRI. J Magn Reson 137:67–82CrossRefPubMed Papadakis NG, Xing D, Huang CL, Hall LD, Carpenter TA (1999) A comparative study of acquisition schemes for diffusion tensor imaging using MRI. J Magn Reson 137:67–82CrossRefPubMed
Zurück zum Zitat Peper JS, Mandl RCW, Braams BR, de Water E, Heijboer AC, Koolschijn PCMP, Crone EA (2013) Delay discounting and frontostriatal fiber tracts: a combined DTI and MTR study on impulsive choices in healthy young adults. Cerebral Cortex 23:1695–1702 Peper JS, Mandl RCW, Braams BR, de Water E, Heijboer AC, Koolschijn PCMP, Crone EA (2013) Delay discounting and frontostriatal fiber tracts: a combined DTI and MTR study on impulsive choices in healthy young adults. Cerebral Cortex 23:1695–1702
Zurück zum Zitat Peters J, Büchel C (2011) The neural mechanisms of inter-temporal decision-making: understanding variability. Trends Cogn Sci 15:227–239CrossRefPubMed Peters J, Büchel C (2011) The neural mechanisms of inter-temporal decision-making: understanding variability. Trends Cogn Sci 15:227–239CrossRefPubMed
Zurück zum Zitat Petry J (1996) Psychotherapie der Glücksspielsucht. Beltz, Weinheim Petry J (1996) Psychotherapie der Glücksspielsucht. Beltz, Weinheim
Zurück zum Zitat Petry NM (2001a) Delay discounting of money and alcohol in actively using alcoholics, currently abstinent alcoholics, and controls. Psychopharmacology 154:243–250CrossRefPubMed Petry NM (2001a) Delay discounting of money and alcohol in actively using alcoholics, currently abstinent alcoholics, and controls. Psychopharmacology 154:243–250CrossRefPubMed
Zurück zum Zitat Petry NM (2001b) Pathological gamblers, with and without substance use disorders, discount delayed rewards at high rates. J Abnorm Psychol 110:482–487CrossRefPubMed Petry NM (2001b) Pathological gamblers, with and without substance use disorders, discount delayed rewards at high rates. J Abnorm Psychol 110:482–487CrossRefPubMed
Zurück zum Zitat Pfefferbaum A, Rosenbloom M, Rohlfing T, Sullivan EV (2009) Degradation of association and projection white matter systems in alcoholism detected with quantitative fiber tracking. Biol Psychiat 65:680–690CrossRefPubMed Pfefferbaum A, Rosenbloom M, Rohlfing T, Sullivan EV (2009) Degradation of association and projection white matter systems in alcoholism detected with quantitative fiber tracking. Biol Psychiat 65:680–690CrossRefPubMed
Zurück zum Zitat Preuschoff K, Quartz SR, Bossaerts P (2008) Human insula activation reflects risk prediction errors as well as risk. J Neurosci 28:2745–2752CrossRefPubMed Preuschoff K, Quartz SR, Bossaerts P (2008) Human insula activation reflects risk prediction errors as well as risk. J Neurosci 28:2745–2752CrossRefPubMed
Zurück zum Zitat Reynolds B, Richards JB, Horn K, Karraker K (2004) Delay discounting and probability discounting as related to cigarette smoking status in adults. Behav Processes 65:35–42CrossRefPubMed Reynolds B, Richards JB, Horn K, Karraker K (2004) Delay discounting and probability discounting as related to cigarette smoking status in adults. Behav Processes 65:35–42CrossRefPubMed
Zurück zum Zitat Rueckert D, Sonoda LI, Hayes C, Hill DL, Leach MO, Hawkes DJ (1999) Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans Med Imaging 18:712–721CrossRefPubMed Rueckert D, Sonoda LI, Hayes C, Hill DL, Leach MO, Hawkes DJ (1999) Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans Med Imaging 18:712–721CrossRefPubMed
Zurück zum Zitat Sarubbo S, De Benedictis A, Maldonado IL, Basso G, Duffau H (2013) Frontal terminations for the inferior fronto-occipital fascicle: anatomical dissection, DTI study and functional considerations on a multi-component bundle. Brain Struct Funct 218:21–37CrossRefPubMed Sarubbo S, De Benedictis A, Maldonado IL, Basso G, Duffau H (2013) Frontal terminations for the inferior fronto-occipital fascicle: anatomical dissection, DTI study and functional considerations on a multi-component bundle. Brain Struct Funct 218:21–37CrossRefPubMed
Zurück zum Zitat Skare S, Hedehus M, Moseley ME, Li TQ (2000) Condition number as a measure of noise performance of diffusion tensor data acquisition schemes with MRI. J Magn Reson 147:340–352CrossRefPubMed Skare S, Hedehus M, Moseley ME, Li TQ (2000) Condition number as a measure of noise performance of diffusion tensor data acquisition schemes with MRI. J Magn Reson 147:340–352CrossRefPubMed
Zurück zum Zitat Smith S, Nichols T (2009) Threshold-free cluster enhancement: addressing problems of smoothing, threshold dependence and localisation in cluster inference. NeuroImage 44:83–98CrossRefPubMed Smith S, Nichols T (2009) Threshold-free cluster enhancement: addressing problems of smoothing, threshold dependence and localisation in cluster inference. NeuroImage 44:83–98CrossRefPubMed
Zurück zum Zitat Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23(Suppl 1):S208–S219CrossRefPubMed Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23(Suppl 1):S208–S219CrossRefPubMed
Zurück zum Zitat Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31:1487–1505CrossRefPubMed Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31:1487–1505CrossRefPubMed
Zurück zum Zitat Waxman SG, Bennett MV (1972) Relative conduction velocities of small myelinated and non-myelinated fibres in the central nervous system. Nat New Biol 238:217–219CrossRefPubMed Waxman SG, Bennett MV (1972) Relative conduction velocities of small myelinated and non-myelinated fibres in the central nervous system. Nat New Biol 238:217–219CrossRefPubMed
Zurück zum Zitat Weng CB, Qian RB, Fu XM, Lin B, Han XP, Niu CS, Wang YH (2013) Gray matter and white matter abnormalities in online game addiction. Eur J Radiol 82:1308–1312CrossRefPubMed Weng CB, Qian RB, Fu XM, Lin B, Han XP, Niu CS, Wang YH (2013) Gray matter and white matter abnormalities in online game addiction. Eur J Radiol 82:1308–1312CrossRefPubMed
Zurück zum Zitat Wittchen H-U, Zaudig M, Fydrich T (1997) Strukturiertes Klinisches Interview für DSM-IV. Hogrefe, Göttingen Wittchen H-U, Zaudig M, Fydrich T (1997) Strukturiertes Klinisches Interview für DSM-IV. Hogrefe, Göttingen
Zurück zum Zitat Xu J, DeVito EE, Worhunsky PD, Carroll KM, Rounsaville BJ, Potenza MN (2010) White matter integrity is associated with treatment outcome measures in cocaine dependence. Neuropsychopharmacology 35:1541–1549CrossRefPubMedPubMedCentral Xu J, DeVito EE, Worhunsky PD, Carroll KM, Rounsaville BJ, Potenza MN (2010) White matter integrity is associated with treatment outcome measures in cocaine dependence. Neuropsychopharmacology 35:1541–1549CrossRefPubMedPubMedCentral
Zurück zum Zitat Xue G, Lu Z, Levin IP, Bechara A (2010) The impact of prior risk experiences on subsequent risky decision-making: the role of the insula. NeuroImage 50:709–716CrossRefPubMedPubMedCentral Xue G, Lu Z, Levin IP, Bechara A (2010) The impact of prior risk experiences on subsequent risky decision-making: the role of the insula. NeuroImage 50:709–716CrossRefPubMedPubMedCentral
Zurück zum Zitat Yeh PH, Simpson K, Durazzo TC, Gazdzinski S, Meyerhoff DJ (2009) Tract-Based Spatial Statistics (TBSS) of diffusion tensor imaging data in alcohol dependence: abnormalities of the motivational neurocircuitry. Psychiatry Res 173:22–30CrossRefPubMedPubMedCentral Yeh PH, Simpson K, Durazzo TC, Gazdzinski S, Meyerhoff DJ (2009) Tract-Based Spatial Statistics (TBSS) of diffusion tensor imaging data in alcohol dependence: abnormalities of the motivational neurocircuitry. Psychiatry Res 173:22–30CrossRefPubMedPubMedCentral
Zurück zum Zitat Yip SW, Lacadie C, Xu J, Worhunsky PD, Fulbright RK, Constable RT, Potenza MN (2013) Reduced genual corpus callosal white matter integrity in pathological gambling and its relationship to alcohol abuse or dependence. World J Biol Psychiatry 14:129–138CrossRefPubMed Yip SW, Lacadie C, Xu J, Worhunsky PD, Fulbright RK, Constable RT, Potenza MN (2013) Reduced genual corpus callosal white matter integrity in pathological gambling and its relationship to alcohol abuse or dependence. World J Biol Psychiatry 14:129–138CrossRefPubMed
Zurück zum Zitat Zhang Y, Brady M, Smith S (2001) Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm. IEEE Trans Med Imaging 20:45–57CrossRefPubMed Zhang Y, Brady M, Smith S (2001) Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm. IEEE Trans Med Imaging 20:45–57CrossRefPubMed
Metadaten
Titel
Intertemporal choice behavior is constrained by brain structure in healthy participants and pathological gamblers
verfasst von
Bahram Mohammadi
Anke Hammer
Stephan F. Miedl
Daniel Wiswede
Josep Marco-Pallarés
Manfred Herrmann
Thomas F. Münte
Publikationsdatum
04.08.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Brain Structure and Function / Ausgabe 6/2016
Print ISSN: 1863-2653
Elektronische ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-015-1093-9

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