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New Research, Disorders of the Nervous System

Functional Connectivity of Chronic Cocaine Use Reveals Progressive Neuroadaptations in Neocortical, Striatal and Limbic Networks

Caitlin A. Orsini, Luis M. Colon-Perez, Sara C. Heshmati, Barry Setlow and Marcelo Febo
eNeuro 17 July 2018, ENEURO.0081-18.2018; https://doi.org/10.1523/ENEURO.0081-18.2018
Caitlin A. Orsini
1Department of Psychiatry, University of Florida, Gainesville, FL 32611, USA
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Luis M. Colon-Perez
1Department of Psychiatry, University of Florida, Gainesville, FL 32611, USA
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  • ORCID record for Luis M. Colon-Perez
Sara C. Heshmati
1Department of Psychiatry, University of Florida, Gainesville, FL 32611, USA
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Barry Setlow
1Department of Psychiatry, University of Florida, Gainesville, FL 32611, USA
2Department of Neuroscience, University of Florida, Gainesville, FL 32611, USA
3Department of Psychology, University of Florida, Gainesville, FL 32611, USA
4Center for Addiction Research and Education (CARE), University of Florida, Gainesville, FL 32611, USA
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Marcelo Febo
1Department of Psychiatry, University of Florida, Gainesville, FL 32611, USA
2Department of Neuroscience, University of Florida, Gainesville, FL 32611, USA
4Center for Addiction Research and Education (CARE), University of Florida, Gainesville, FL 32611, USA
5Advanced Magnetic Resonance Imaging and Spectroscopy (AMRIS) Facility, University of Florida, Gainesville, FL 32611, USA
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Abstract

Brain imaging studies indicate that chronic cocaine users display altered functional connectivity between prefrontal cortical, thalamic, striatal, and limbic regions; however, the use of cross-sectional designs in these studies precludes measuring baseline brain activity prior to cocaine use. Animal studies can circumvent this limitation by comparing functional connectivity between baseline and various time points after chronic cocaine use. In the present study, adult male Long-Evans rats were trained to self-administer cocaine intravenously for 6-hour daily sessions over 14 consecutive days. Two additional groups serving as controls underwent sucrose self-administration or exposure to the test chambers alone. Functional magnetic resonance imaging was conducted before self-administration and after 1 and 14 days of abstinence (1d and 14d Abs). At 1d Abs from cocaine, there was increased clustering coefficient in brain areas involved in reward seeking, learning, memory, and autonomic and affective processing, including amygdala, hypothalamus, striatum, hippocampus and thalamus. Similar changes in clustering coefficient after 1d Abs from sucrose were evident in predominantly thalamic brain regions. Notably, there were no changes in strength of functional connectivity at 1d or 14d after either cocaine or sucrose self-administration. The results suggest that cocaine and sucrose can change the arrangement of functional connectivity of brain regions involved in cognition and emotion, but that these changes dissipate across the early stages of abstinence. The study also emphasizes the importance of including baseline measures in longitudinal functional neuroimaging designs seeking to assess functional connectivity in the context of substance use.

Significance Statement Although human neuroimaging studies have been invaluable in understanding the relationship between cocaine use and brain functional connectivity, they inherently lack pre-drug baseline information important to establish how cocaine use alters regional interactions. Coupling neuroimaging with rodent models of cocaine self-administration circumvents this issue by controlling variables that can confound human studies and providing pre-drug baseline information. Using such an approach, this study reveals that after cocaine use, functional connectivity patterns change as a function of abstinence duration and that these changes are observed in networks supporting reward and emotion-related cognition and behavior. These findings highlight the importance of using multiple timepoints in preclinical models of substance use to assess effects on functional connectivity.

  • Cocaine
  • Functional connectivity
  • Network analysis
  • Rat
  • resting state fMRI
  • Self-administration

Footnotes

  • The authors declare no competing financial interests.

  • This work was supported in part by NIH grant DA038009 (MF), DA024671 (BS), DA036534 (BS), a McKnight Brain Institute Postdoctoral Fellowship (LCP) and a Thomas H. Maren Postdoctoral Fellowship (CAO). Its contents are solely the responsibility of the authors and do not necessarily represent the official views of the funding agencies.

This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

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Functional Connectivity of Chronic Cocaine Use Reveals Progressive Neuroadaptations in Neocortical, Striatal and Limbic Networks
Caitlin A. Orsini, Luis M. Colon-Perez, Sara C. Heshmati, Barry Setlow, Marcelo Febo
eNeuro 17 July 2018, ENEURO.0081-18.2018; DOI: 10.1523/ENEURO.0081-18.2018

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Functional Connectivity of Chronic Cocaine Use Reveals Progressive Neuroadaptations in Neocortical, Striatal and Limbic Networks
Caitlin A. Orsini, Luis M. Colon-Perez, Sara C. Heshmati, Barry Setlow, Marcelo Febo
eNeuro 17 July 2018, ENEURO.0081-18.2018; DOI: 10.1523/ENEURO.0081-18.2018
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Keywords

  • cocaine
  • functional connectivity
  • network analysis
  • rat
  • resting state fMRI
  • self-administration

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