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Published Online: 27 August 2014

Abstinence from Cocaine and Sucrose Self-Administration Reveals Altered Mesocorticolimbic Circuit Connectivity by Resting State MRI

Publication: Brain Connectivity
Volume 4, Issue Number 7

Abstract

Previous preclinical studies have emphasized that drugs of abuse, through actions within and between mesocorticolimbic (MCL) regions, usurp learning and memory processes normally involved in the pursuit of natural rewards. To distinguish MCL circuit pathobiological neuroadaptations that accompany addiction from general learning processes associated with natural reward, we trained two groups of rats to self-administer either cocaine (IV) or sucrose (orally) followed by an identically enforced 30 day abstinence period. These procedures are known to induce behavioral changes and neuroadaptations. A third group of sedentary animals served as a negative control group for general handling effects. We examined low-frequency spontaneous fluctuations in the functional magnetic resonance imaging (fMRI) signal, known as resting-state functional connectivity (rsFC), as a measure of intrinsic neurobiological interactions between brain regions. Decreased rsFC was seen in the cocaine-SA compared with both sucrose-SA and housing control groups between prelimbic (PrL) cortex and entopeduncular nucleus and between nucleus accumbens core (AcbC) and dorsomedial prefrontal cortex (dmPFC). Moreover, individual differences in cocaine SA escalation predicted connectivity strength only in the Acb-dmPFC circuit. These data provide evidence of fronto-striatal plasticity across the addiction trajectory, which are consistent with Acb-PFC hypoactivity seen in abstinent human drug addicts, indicating potential circuit level biomarkers that may inform therapeutic interventions. They further suggest that available data from cross-sectional human studies may reflect the consequence of rather a predispositional predecessor to their dependence.

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References

Ahmed SH, Cador M. 2006. Dissociation of psychomotor sensitization from compulsive cocaine consumption. Neuropsychopharmacology 31:563–571.
Alexander GE, DeLong MR, Strick PL. 1986. Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Ann Rev Neurosci 9:357–381.
Avena NM, Rada P, Hoebel BG. 2008. Evidence for sugar addiction: behavioral and neurochemical effects of intermittent, excessive sugar intake. Neurosci Biobehav Rev 32:20–39.
Barnes TD, Kubota Y, Hu D, Jin DZ, Graybiel AM. 2005. Activity of striatal neurons reflects dynamic encoding and recoding of procedural memories. Nature 437:1158–1161.
Belin D, Everitt BJ. 2008. Cocaine seeking habits depend upon dopamine-dependent serial connectivity linking the ventral with the dorsal striatum. Neuron 57:432–441.
Brown EE, Robertson GS, Fibiger HC. 1992. Evidence for conditional neuronal activation following exposure to a cocaine-paired environment: role of forebrain limbic structures. J Neurosci 12:4112–4121.
Cameron CM, Carelli RM. 2012. Cocaine abstinence alters nucleus accumbens firing dynamics during goal-directed behaviors for cocaine and sucrose. Eur J Neurosci 35:940–951.
Carelli RM, Wolske M, West MO. 1997. Loss of lever press-related firing of rat striatal forelimb neurons after repeated sessions in a lever pressing task. J Neurosci 17:1804–1814.
Chen BT, Yau HJ, Hatch C, Kusumoto-Yoshida I, Cho SL, Hopf FW, Bonci A. 2013. Rescuing cocaine-induced prefrontal cortex hypoactivity prevents compulsive cocaine seeking. Nature 496:359.
Ciani E, Severi S, Bartesaghi R, Contestabile A. 2005. Neurochemical correlates of nicotine neurotoxicity on rat habenulo-interpeduncular cholinergic neurons. Neurotoxicology 26:467–474.
Cox RW. 1996. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res Int J 29:162–173.
Di Chiara G, Imperato A. 1988. Drugs abused by humans preferentially increase synaptic dopamine concentrations in the mesolimbic system of freely moving rats. Proc Natl Acad Sci U S A 85:5274–5278.
Ellison G. 2002. Neural degeneration following chronic stimulant abuse reveals a weak link in brain, fasciculus retroflexus, implying the loss of forebrain control circuitry. Eur Neuropsychopharmacol 12:287–297.
Epstein DH, Preston KL, Stewart J, Shaham Y. 2006. Toward a model of drug relapse: an assessment of the validity of the reinstatement procedure. Psychopharmacology (Berl) 189:1–16.
Everitt BJ, Belin D, Economidou D, Pelloux Y, Dalley JW, Robbins TW. 2008. Review. Neural mechanisms underlying the vulnerability to develop compulsive drug-seeking habits and addiction. Philos Trans R Soc Lond B Biol Sci 363:3125–3135.
Fink-Jensen A, Mikkelsen JD. 1989. The striato-entopeduncular pathway in the rat. A retrograde transport study with wheatgerm-agglutinin-horseradish peroxidase. Brain Res 476:194–198.
Fowler CD, Lu Q, Johnson PM, Marks MJ, Kenny PJ. 2011. Habenular alpha5 nicotinic receptor subunit signalling controls nicotine intake. Nature 471:597–601.
Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME. 2005. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 102:9673–9678.
Goldstein RZ, Alia-Klein N, Tomasi D, Carrillo JH, Maloney T, Woicik PA, Wang R, Telang F, Volkow ND. 2009. Anterior cingulate cortex hypoactivations to an emotionally salient task in cocaine addiction. Proc Natl Acad Sci U S A 106:9453–9458.
Goldstein RZ, Volkow ND. 2002. Drug addiction and its underlying neurobiological basis: neuroimaging evidence for the involvement of the frontal cortex. Am J Psychiatry 159:1642–1652.
Greicius MD, Krasnow B, Reiss AL, Menon V. 2003. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci U S A 100:253–258.
Groenewegen HJ, Galis-de Graaf Y, Smeets WJ. 1999. Integration and segregation of limbic cortico-striatal loops at the thalamic level: an experimental tracing study in rats. J Chem Neuroanat 16:167–185.
Gu H, Salmeron BJ, Ross TJ, Geng X, Zhan W, Stein EA, Yang Y. 2010. Mesocorticolimbic circuits are impaired in chronic cocaine users as demonstrated by resting-state functional connectivity. NeuroImage 53:593–601.
Heidbreder CA, Groenewegen HJ. 2003. The medial prefrontal cortex in the rat: evidence for a dorso-ventral distinction based upon functional and anatomical characteristics. Neurosci Biobehav Rev 27:555–579.
Honey CJ, Sporns O, Cammoun L, Gigandet X, Thiran JP, Meuli R, Hagmann P. 2009. Predicting human resting-state functional connectivity from structural connectivity. Proc Natl Acad Sci U S A 106:2035–2040.
Hong LE, Gu H, Yang Y, Ross TJ, Salmeron BJ, Buchholz B, Thaker GK, Stein EA. 2009. Association of nicotine addiction and nicotine's actions with separate cingulate cortex functional circuits. Arch Gen Psychiatry 66:431–441.
Hoover WB, Vertes RP. 2007. Anatomical analysis of afferent projections to the medial prefrontal cortex in the rat. Brain Struct Funct 212:149–179.
Horovitz SG, Fukunaga M, de Zwart JA, van Gelderen P, Fulton SC, Balkin TJ, Duyn JH. 2008. Low frequency BOLD fluctuations during resting wakefulness and light sleep: a simultaneous EEG-fMRI study. Hum Brain Mapp 29:671–682.
Hunt WA, Barnett LW, Branch LG. 1971. Relapse rates in addiction programs. J Clin Psychol 27:455–456.
Hyman SE, Malenka RC, Nestler EJ. 2006. Neural mechanisms of addiction: the role of reward-related learning and memory. Ann Rev Neurosci 29:565–598.
Jog MS, Kubota Y, Connolly CI, Hillegaart V, Graybiel AM. 1999. Building neural representations of habits. Science 286:1745–1749.
Jones BF, Groenewegen HJ, Witter MP. 2005. Intrinsic connections of the cingulate cortex in the rat suggest the existence of multiple functionally segregated networks. Neuroscience 133:193–207.
Kalivas PW, O'Brien C. 2008. Drug addiction as a pathology of staged neuroplasticity. Neuropsychopharmacology 33:166–180.
Kaufman JN, Ross TJ, Stein EA, Garavan H. 2003. Cingulate hypoactivity in cocaine users during a GO-NOGO task as revealed by event-related functional magnetic resonance imaging. J Neurosci 23:7839–7843.
Kelly AM, Uddin LQ, Biswal BB, Castellanos FX, Milham MP. 2008. Competition between functional brain networks mediates behavioral variability. NeuroImage 39:527–537.
Kolb B, Gorny G, Li Y, Samaha AN, Robinson TE. 2003. Amphetamine or cocaine limits the ability of later experience to promote structural plasticity in the neocortex and nucleus accumbens. Proc Natl Acad Sci U S A 100:10523–10528.
Koya E, Golden SA, Harvey BK, Guez-Barber DH, Berkow A, Simmons DE, Bossert JM, Nair SG, Uejima JL, Marin MT, Mitchell TB, Farquhar D, Ghosh SC, Mattson BJ, Hope BT. 2009. Targeted disruption of cocaine-activated nucleus accumbens neurons prevents context-specific sensitization. Nat Neurosci 12:1069–1073.
Liang X, Zou Q, He Y, Yang Y. 2013. Coupling of functional connectivity and regional cerebral blood flow reveals a physiological basis for network hubs of the human brain. Proc Natl Acad Sci U S A 110:1929–1934.
Liu HS, Chefer S, Lu H, Guillem K, Rea W, Kurup P, Yang Y, Peoples L, Stein EA. 2013. Dorsolateral caudate nucleus differentiates cocaine from natural reward-associated contextual cues. Proc Natl Acad Sci U S A 110:4093–4098.
Liu X, Zhu XH, Zhang Y, Chen W. 2011. Neural origin of spontaneous hemodynamic fluctuations in rats under burst-suppression anesthesia condition. Cereb Cortex 21:374–384.
Llinas RR. 1988. The intrinsic electrophysiological properties of mammalian neurons: insights into central nervous system function. Science. New York, NY 242:1654–1664.
Lu H, Chefer S, Kurup PK, Guillem K, Vaupel DB, Ross TJ, Moore A, Yang Y, Peoples LL, Stein EA. 2012b. fMRI response in the medial prefrontal cortex predicts cocaine but not sucrose self-administration history. Neuroimage 62:1857–1866.
Lu H, Scholl CA, Zuo Y, Demny S, Rea W, Stein EA, Yang Y. 2010. Registering and analyzing rat fMRI data in the stereotaxic framework by exploiting intrinsic anatomical features. Magn Reson Imaging 28:146–152.
Lu H, Zou Q, Gu H, Raichle ME, Stein EA, Yang Y. 2012a. Rat brains also have a default mode network. Proc Natl Acad Sci U S A 109:3979–3984.
Lu H, Zuo Y, Gu H, Waltz JA, Zhan W, Scholl CA, Rea W, Yang Y, Stein EA. 2007. Synchronized delta oscillations correlate with the resting-state functional MRI signal. Proc Natl Acad Sci U S A 104:18265–18269.
Ma N, Liu Y, Li N, Wang CX, Zhang H, Jiang XF, Xu HS, Fu XM, Hu X, Zhang DR. 2010. Addiction related alteration in resting-state brain connectivity. NeuroImage 49:738–744.
Majeed W, Magnuson M, Keilholz SD. 2009. Spatiotemporal dynamics of low frequency fluctuations in BOLD fMRI of the rat. J Magn Reson Imaging 30:384–393.
Matochik JA, London ED, Eldreth DA, Cadet JL, Bolla KI. 2003. Frontal cortical tissue composition in abstinent cocaine abusers: a magnetic resonance imaging study. NeuroImage 19:1095–1102.
Matsumoto M, Hikosaka O. 2007. Lateral habenula as a source of negative reward signals in dopamine neurons. Nature 447:1111–1115.
McGeorge AJ, Faull RL. 1989. The organization of the projection from the cerebral cortex to the striatum in the rat. Neuroscience 29:503–537.
O'Brien CP. 1997. Progress in the science of addiction. Am J Psychiatry 154:1195–1197.
Pawela CP, Biswal BB, Cho YR, Kao DS, Li R, Jones SR, Schulte ML, Matloub HS, Hudetz AG, Hyde JS. 2008. Resting-state functional connectivity of the rat brain. Magn Reson Med 59:1021–1029.
Pawela CP, Biswal BB, Hudetz AG, Li R, Jones SR, Cho YR, Matloub HS, Hyde JS. 2010. Interhemispheric neuroplasticity following limb deafferentation detected by resting-state functional connectivity magnetic resonance imaging (fcMRI) and functional magnetic resonance imaging (fMRI). NeuroImage 49:2467–2478.
Paxinos G, Watson C. 2007. The Rat Brain in Stereotaxic Coordinates, 6th Edition. San Diego: Academic Press.
Peoples LL, Kravitz AV, Lynch KG, Cavanaugh DJ. 2007. Accumbal neurons that are activated during cocaine self-administration are spared from inhibitory effects of repeated cocaine self-administration. Neuropsychopharmacology 32:1141–1158.
Peoples LL, Uzwiak AJ, Gee F, West MO. 1999. Tonic firing of rat nucleus accumbens neurons: changes during the first 2 weeks of daily cocaine self-administration sessions. Brain Res 822:231–236.
Reep RL, Cheatwood JL, Corwin JV. 2003. The associative striatum: organization of cortical projections to the dorsocentral striatum in rats. J Comp Neurol 467:271–292.
Robinson TE, Berridge KC. 2008. Review. The incentive sensitization theory of addiction: some current issues. Philos Trans R Soc Lond B Biol Sci 363:3137–3146.
Robinson TE, Kolb B. 2004. Structural plasticity associated with exposure to drugs of abuse. Neuropharmacology 47 Suppl 1:33–46.
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.
Shabel SJ, Proulx CD, Trias A, Murphy RT, Malinow R. 2012. Input to the lateral habenula from the basal ganglia is excitatory, aversive, and suppressed by serotonin. Neuron 74:475–481.
Shaham Y, Shalev U, Lu L, De Wit H, Stewart J. 2003. The reinstatement model of drug relapse: history, methodology and major findings. Psychopharmacology 168:3–20.
Smith SM, Fox PT, Miller KL, Glahn DC, Fox PM, Mackay CE, Filippini N, Watkins KE, Toro R, Laird AR, Beckmann CF. 2009. Correspondence of the brain's functional architecture during activation and rest. Proc Natl Acad Sci U S A 106:13040–13045.
Sutherland MT, McHugh MJ, Pariyadath V, Stein EA. 2012. Resting state functional connectivity in addiction: lessons learned and a road ahead. NeuroImage 62:2281–2295.
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.
Vanderschuren LJ, Everitt BJ. 2004. Drug seeking becomes compulsive after prolonged cocaine self-administration. Science 305:1017–1019.
Vanduffel W, Fize D, Mandeville JB, Nelissen K, Van Hecke P, Rosen BR, Tootell RB, Orban GA. 2001. Visual motion processing investigated using contrast agent-enhanced fMRI in awake behaving monkeys. Neuron 32:565–577.
Vertes RP. 2004. Differential projections of the infralimbic and prelimbic cortex in the rat. Synapse 51:32–58.
Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, Van Essen DC, Zempel JM, Snyder LH, Corbetta M, Raichle ME. 2007. Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447:83–86.
Volkow ND, Fowler JS, Wang GJ, Hitzemann R, Logan J, Schlyer DJ, Dewey SL, Wolf AP. 1993. Decreased dopamine D2 receptor availability is associated with reduced frontal metabolism in cocaine abusers. Synapse 14:169–177.
Volkow ND, Wang GJ, Fowler JS, Logan J, Gatley SJ, Hitzemann R, Chen AD, Dewey SL, Pappas N. 1997. Decreased striatal dopaminergic responsiveness in detoxified cocaine-dependent subjects. Nature 386:830–833.
Voorn P, Vanderschuren LJ, Groenewegen HJ, Robbins TW, Pennartz CM. 2004. Putting a spin on the dorsal-ventral divide of the striatum. Trends Neurosci 27:468–474.
Wise RA, Rompre PP. 1989. Brain dopamine and reward. Annu Rev Psychol 40:191–225.
Wolf ME. 2010. The Bermuda Triangle of cocaine-induced neuroadaptations. Trends Neurosci 33:391–398.
Zhang F, Zhou W, Liu H, Zhu H, Tang S, Lai M, Yang G. 2005. Increased c-Fos expression in the medial part of the lateral habenula during cue-evoked heroin-seeking in rats. Neurosci Lett 386:133–137.
Zhang N, Rane P, Huang W, Liang Z, Kennedy D, Frazier JA, King J. 2010. Mapping resting-state brain networks in conscious animals. J Neurosci Methods 189:186–196.
Zhao F, Zhao T, Zhou L, Wu Q, Hu X. 2008. BOLD study of stimulation-induced neural activity and resting-state connectivity in medetomidine-sedated rat. NeuroImage 39:248–260.
Zou Q, Ross TJ, Gu H, Geng X, Zuo XN, Hong LE, Gao JH, Stein EA, Zang YF, Yang Y. 2013. Intrinsic resting-state activity predicts working memory brain activation and behavioral performance. Hum Brain Mapp 34:3204–3215.

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cover image Brain Connectivity
Brain Connectivity
Volume 4Issue Number 7September 2014
Pages: 499 - 510
PubMed: 24999822

History

Published in print: September 2014
Published online: 27 August 2014
Published ahead of production: 7 July 2014

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Hanbing Lu*
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
Qihong Zou*
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
Present address: Center for MRI Research and Beijing City Key Lab for Medical Physics and Engineering, Peking University, Beijing, China.
Svetlana Chefer
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
Present address: National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland.
Thomas J. Ross
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
D. Bruce Vaupel
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
Karine Guillem
Department of Psychiatry, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania.
Present address: Université de Bordeaux, Institut des Maladies Neurodégénératives, UMR 5293, Bordeaux, France.
Present address: CNRS, Institut des Maladies Neurodégénératives, UMR 5293, Bordeaux, France.
William P. Rea
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
Yihong Yang
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.
Laura L. Peoples
Department of Psychiatry, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania.
Present address: Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania.
Elliot A. Stein
Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, Maryland.

Notes

*
These authors contributed equally to this work.
Address correspondence to:Elliot A. SteinNeuroimaging Research BranchNational Institute on Drug AbuseNational Institutes of Health251 Bayview BoulevardSuite 200, RM7A711Baltimore, MD 21224E-mail: [email protected]

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