Increased corticolimbic connectivity in cocaine dependence versus pathological gambling is associated with drug severity and emotion-related impulsivity

Addiction Biology

Volumn 21, Issue 3, 2016, Pages 709-718

  Contreras Rodríguez, Oren ^a   Albein Urios, Natalia ^b   Vilar López, Raquel ^a   Perales, Jose C ^a   Martínez Gonzalez, Jose M ^a,c   Fernández Serrano, Maria J ^a,d   Lozano Rojas, Oscar ^a,e   Clark, Luke ^f   Verdejo García, Antonio ^a,g  

^a UNIVERSITY OF GRANADA   (Spain)

^b DEAKIN UNIVERSITY   (Australia)

^c Centro Provincial de Drogodependencias   (Spain)

^d UNIVERSITY OF JAÉN   (Spain)

^e UNIVERSITY OF HUELVA   (Spain)

^f UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^g MONASH UNIVERSITY   (Australia)

Author keywords

Cocaine; corticolimbic networks; gambling; global connectivity; impulsivity; substance use and addictive disorders

Indexed keywords

COCAINE;

ALCOHOL ABUSE; AMYGDALOID NUCLEUS; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CAUDATE NUCLEUS; CINGULATE GYRUS; CLINICAL ARTICLE; COCAINE DEPENDENCE; COMORBIDITY; CONTROLLED STUDY; CORRELATION ANALYSIS; DECISION MAKING; DISEASE SEVERITY; DORSOMEDIAL PREFRONTAL CORTEX; EMOTION; FEEDBACK SYSTEM; GAMBLING; HUMAN; IMAGE ANALYSIS; IMPULSIVENESS; INSULA; LATERAL PREFRONTAL CORTEX; LEARNING; LIMBIC CORTEX; MENTAL DISEASE; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; ORBITAL CORTEX; PATHOLOGICAL GAMBLING; PRIORITY JOURNAL; RESTING STATE NETWORK; REWARD; STIMULUS RESPONSE; STRIATE CORTEX; SUBSTANCE ABUSE; THALAMUS; TOBACCO DEPENDENCE; ADULT; BRAIN CORTEX; CASE CONTROL STUDY; COMPARATIVE STUDY; DIAGNOSTIC IMAGING; FEMALE; FUNCTIONAL NEUROIMAGING; IMAGE PROCESSING; LIMBIC SYSTEM; MALE; NERVE TRACT; PATHOPHYSIOLOGY; PREFRONTAL CORTEX; SEVERITY OF ILLNESS INDEX;

ADULT; CASE-CONTROL STUDIES; CAUDATE NUCLEUS; CEREBRAL CORTEX; COCAINE-RELATED DISORDERS; DECISION MAKING; EMOTIONS; FEMALE; FUNCTIONAL NEUROIMAGING; GAMBLING; GYRUS CINGULI; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; IMPULSIVE BEHAVIOR; LIMBIC SYSTEM; MALE; NEURAL PATHWAYS; PREFRONTAL CORTEX; SEVERITY OF ILLNESS INDEX;

EID: 84963800656     PISSN: 13556215     EISSN: 13691600     Source Type: Journal    
DOI: 10.1111/adb.12242     Document Type: Article

References (52)

1. Albein-Urios N, Martinez-Gonzalez JM, Lozano O, Clark L, Verdejo-Garcia A, (2012) Comparison of impulsivity and working memory in cocaine addiction and pathological gambling: implications for cocaine-induced neurotoxicity. Drug Alcohol Depend 126: 1-6.
2. Alexander GE, DeLong MR, Strick PL, (1986) Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 9: 357-381.
3. Alfonso JP, Caracuel A, Delgado-Pastor LC, Verdejo-García A, (2011) Combined goal management training and mindfulness meditation improve executive functions and decision-making performance in abstinent polysubstance abusers. Drug Alcohol Depend 117: 78-81.
4. American Psychiatric Association (2013) Diagnostic and Statistical Manual of Mental Disorders, 5th edn. Arlington, VA: American Psychiatric Publishing.
5. Beckmann CF, DeLuca M, Devlin JT, Smith SM, (2005) Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360: 1001-1013.
6. Biswal BB, Van Kylen J, Hyde JS, (1997) Simultaneous assessment of flow and BOLD signals in resting-state functional connectivity maps. NMR Biomed 10: 165-170.
7. Brett M, Valabregue R, Poline J, (2003) Region of interest analysis using an SPM toolbox. Neuroimage 16: 2.
8. Buckner RL, Sepulcre J, Talukdar T, Krienen FM, Liu H, Hedden T, Andrews-Hanna JR, Sperling RA, Johnson KA, (2009) Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease. J Neurosci 29: 1860-1873.
9. Camchong J, MacDonald AW III, Nelson B, Bell C, Mueller BA, Specker S, Lim KO, (2011) Frontal hyperconnectivity related to discounting and reversal learning in cocaine subjects. Biol Psychiatry 69: 1117-1123.
10. 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: e6725.
11. Cisler JM, Elton A, Kennedy AP, Young J, Smitherman S, Andrew James G, Kilts CD, (2013) Altered functional connectivity of the insular cortex across prefrontal networks in cocaine addiction. Psychiatry Res 213: 39-46.
12. Clark L, Limbrick-Oldfield EH, (2013) Disordered gambling: a behavioral addiction. Curr Opin Neurobiol 23: 655-659.
13. Cohen MX, Elger CE, Weber B, (2008) Amygdala tractography predicts functional connectivity and learning during feedback-guided decision-making. Neuroimage 39: 1396-1407.
14. Cohen MX, Heller AS, Ranganath C, (2005) Functional connectivity with anterior cingulate and orbitofrontal cortices during decision-making. Brain Res Cogn Brain Res 23: 61-70.
15. Cohen MX, Schoene-Bake JC, Elger CE, Weber B, (2009) Connectivity-based segregation of the human striatum predicts personality characteristics. Nat Neurosci 12: 32-34.
16. Cole MW, Reynolds JR, Power JD, Repovs G, Anticevic A, Braver TS, (2013) Multi-task connectivity reveals flexible hubs for adaptive task control. Nat Neurosci 16: 1348-1355.
17. Contreras-Rodriguez O, Pujol J, Batalla I, Harrison BJ, Soriano-Mas C, Deus J, Lopez-Sola M, Macia D, Pera V, Hernandez-Ribas R, Pifarre J, Menchon JM, Cardoner N, (2014) Functional connectivity bias in the prefrontal cortex of psychopaths. Biol Psychiatry pii: S0006-3223(14)00160-7. doi: 10.1016/j.biopsych.2014.03.007.
18. Daglish MR, Weinstein A, Malizia AL, Wilson S, Melichar JK, Lingford-Hughes A, Myles JS, Grasby P, Nutt DJ, (2003) Functional connectivity analysis of the neural circuits of opiate craving: 'more' rather than 'different'? Neuroimage 20: 1964-1970.
19. Fellows LK, (2011) Orbitofrontal contributions to value-based decision making: evidence from humans with frontal lobe damage. Ann N Y Acad Sci 1239: 51-58.
20. First MB, Spitzer RL, Gibbon M, Williams JBW, (1997) Structured Clinical Interview for DSM-IV Axis I Disorders (SCID I). Washington, DC: American Psychiatric Press.
21. Gonçalves PD, Ometto M, Bechara A, Malbergier A, Amaral R, Nicastri S, Martins PA, Beraldo L, dos Santos B, Fuentes D, Andrade AG, Busatto GF, Cunha PJ, (2014) Motivational interviewing combined with chess accelerates improvement in executive functions in cocaine dependent patients: a one-month prospective study. Drug Alcohol Depend 141: 79-84.
22. Greicius M, (2008) Resting-state functional connectivity in neuropsychiatric disorders. Curr Opin Neurol 21: 424-430.
23. Harrison BJ, Soriano-Mas C, Pujol J, Ortiz H, Lopez-Sola M, Hernandez-Ribas R, Deus J, Alonso P, Yucel M, Pantelis C, Menchon JM, Cardoner N, (2009) Altered corticostriatal functional connectivity in obsessive-compulsive disorder. Arch Gen Psychiatry 66: 1189-1200.
24. Kalivas PW, (2007) Cocaine and amphetamine-like psychostimulants: neurocircuitry and glutamate neuroplasticity. Dialogues Clin Neurosci 9: 389-397.
25. Kaufman AS, Kaufman NL, (1990) Kaufman Brief Intelligence Test. Vol. 1. Circle Pines, MN: American Guidance Service.
26. Kelly C, Castellanos FX, (2014) Strengthening connections: functional connectivity and brain plasticity. Neuropsychol Rev 24: 63-76.
27. Kelly C, Zuo XN, Gotimer K, Cox CL, Lynch L, Brock D, Imperati D, Garavan H, Rotrosen J, Castellanos FX, Milham MP, (2011) Reduced interhemispheric resting state functional connectivity in cocaine addiction. Biol Psychiatry 69: 684-692.
28. Koehler S, Ovadia-Caro S, van der Meer E, Villringer A, Heinz A, Romanczuk-Seiferth N, Margulies DS, (2013) Increased functional connectivity between prefrontal cortex and reward system in pathological gambling. PLoS One 8: e84565.
29. Konova AB, Moeller SJ, Goldstein RZ, (2013) Common and distinct neural targets of treatment: changing brain function in substance addiction. Neurosci Biobehav Rev 37 (10 Pt 2): 2806-2817.
30. Leeman RF, Potenza MN, (2012) Similarities and differences between pathological gambling and substance use disorders: a focus on impulsivity and compulsivity. Psychopharmacology (Berl) 219: 469-490.
31. Liljeholm M, Tricomi E, O'Doherty JP, Balleine BW, (2011) Neural correlates of instrumental contingency learning: differential effects of action-reward conjunction and disjunction. J Neurosci 31: 2474-2480.
32. Loranger AW, Sartorius N, Andreoli A, Berger P, Buchheim P, Channabasavanna SM, Coid B, Dahl A, Diekstra RF, Ferguson B, Jacobsberg LB, Mombour W, Pull C, Ono Y, Regier DA, (1994) The International Personality Disorder Examination. The World Health Organization/Alcohol, Drug Abuse, and Mental Health Administration international pilot study of personality disorders. Arch Gen Psychiatry 51: 215-224.
33. McCabe C, Mishor Z, (2011) Antidepressant medications reduce subcortical-cortical resting-state functional connectivity in healthy volunteers. Neuroimage 57: 1317-1323.
34. Meunier D, Ersche KD, Craig KJ, Fornito A, Merlo-Pich E, Fineberg NA, Shabbir SS, Robbins TW, Bullmore ET, (2012) Brain functional connectivity in stimulant drug dependence and obsessive-compulsive disorder. Neuroimage 59: 1461-1468.
35. Moreno-Lopez L, Perales JC, van Son D, Albein-Urios N, Soriano-Mas C, Martinez-Gonzalez JM, Wiers RW, Verdejo-Garcia A, (2014) Cocaine use severity and cerebellar gray matter are associated with reversal learning deficits in cocaine-dependent individuals. Addict Biol. doi: 10.1111/adb.12143.
36. Olsen CM, (2011) Natural rewards, neuroplasticity, and non-drug addictions. Neuropharmacology 61: 1109-1122.
37. Parkes SL, Balleine BW, (2013) Incentive memory: evidence the basolateral amygdala encodes and the insular cortex retrieves outcome values to guide choice between goal-directed actions. J Neurosci 33: 8753-8763.
38. Peters J, Miedl SF, Büchel C, (2013) Elevated functional connectivity in a striatal-amygdala circuit in pathological gamblers. PLoS One 8: e74353.
39. Puig S, Marie N, Benturquia N, Noble F, (2014) Influence of cocaine administration patterns on dopamine receptor regulation. Psychopharmacology (Berl) 231: 3131-3137.
40. Singer HS, (2013) Motor control, habits, complex motor stereotypies, and Tourette syndrome. Ann N Y Acad Sci 1304: 22-31.
41. 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.
42. Tang W, Wesley M, Freeman WM, Liang B, Hemby SE, (2004) Alterations in ionotropic glutamate receptor subunits during binge cocaine self-administration and withdrawal in rats. J Neurochem 89: 1021-1033.
43. Tomasi D, Volkow ND, (2013) Striatocortical pathway dysfunction in addiction and obesity: differences and similarities. Crit Rev Biochem Mol Biol 48: 1-19.
44. Tschernegg M, Crone JS, Eigenberger T, Schwartenbeck P, Fauth-Bühler M, Lemènager T, Mann K, Thon N, Wurst FM, Kronbichler M, (2013) Abnormalities of functional brain networks in pathological gambling: a graph-theoretical approach. Front Hum Neurosci 7: 625.
45. Verdejo-Garcia A, Bechara A, Recknor EC, Perez-Garcia M, (2007) Negative emotion-driven impulsivity predicts substance dependence problems. Drug Alcohol Depend 91: 213-219.
46. Verdejo-Garcia A, Clark L, Verdejo-Román J, Albein-Urios N, Martinez-Gonzalez JM, Gutierrez B, Soriano-Mas C, (in press) Neural substrates of cognitive flexibility in cocaine and gambling addictions. Br J Psychiatry.
47. Verdejo-Garcia AJ, Lopez-Torrecillas F, de Arcos FA, Perez-Garcia M, (2005) Differential effects of MDMA, cocaine, and cannabis use severity on distinctive components of the executive functions in polysubstance users: a multiple regression analysis. Addict Behav 30: 89-101.
48. Verdejo-Garcia A, Lozano O, Moya M, Alcazar MA, Perez-Garcia M, (2010) Psychometric properties of a Spanish version of the UPPS-P impulsive behavior scale: reliability, validity and association with trait and cognitive impulsivity. J Pers Assess 92: 70-77.
49. Volkow ND, Wang GJ, Fowler JS, Tomasi D, Telang F, (2011) Addiction: beyond dopamine reward circuitry. Proc Natl Acad Sci U S A 108: 15037-15042.
50. Whiteside SP, Lynam DR, (2001) The Five Factor Model and impulsivity: using a structural model of personality to understand impulsivity. Pers Individ Dif 30: 669-689.
51. Wilcox CE, Teshiba TM, Merideth F, Ling J, Mayer AR, (2011) Enhanced cue reactivity and fronto-striatal functional connectivity in cocaine use disorders. Drug Alcohol Depend 115: 137-144.
52. Yarkoni T, Poldrack RA, Nichols TE, Van Essen DC, Wager TD, (2011) Large-scale automated synthesis of human functional neuroimaging data. Nat Methods 8: 665-670.