Characterization of the brain functional architecture of psychostimulant withdrawal using single-cell whole brain imaging
Adam KimbroughiD, Lauren C. SmithiD, Marsida KallupiiD, Sierra SimpsoniD, Andrés CollazoiD, Olivier GeorgeiD
Abstract
Numerous brain regions have been identified as contributing to addiction-like behaviors, but unclear is the way in which these brain regions as a whole lead to addiction. The search for a final common brain pathway that is involved in addiction remains elusive. To address this question, we used male C57BL/6J mice and performed single-cell whole-brain imaging of neural activity during withdrawal from cocaine, methamphetamine, and nicotine. We used hierarchical clustering and graph theory to identify similarities and differences in brain functional architecture. Although methamphetamine and cocaine shared some network similarities, the main common neuroadaptation between these psychostimulant drugs was a dramatic decrease in modularity, with a shift from a cortical- to subcortical-driven network, including a decrease in total hub brain regions. These results demonstrate that psychostimulant withdrawal produces the drug-dependent remodeling of functional architecture of the brain and suggest that the decreased modularity of brain functional networks and not a specific set of brain regions may represent the final common pathway that leads to addiction.\n\nSignificance StatementA key aspect of treating drug abuse is understanding similarities and differences of how drugs of abuse affect the brain. In the present study we examined how the brain is altered during withdrawal from psychostimulants. We found that each drug produced a unique pattern of activity in the brain, but that brains in withdrawal from cocaine and methamphetamine shared similar features. Interestingly, we found the major common link between withdrawal from all psychostimulants, when compared to controls, was a shift in the broad organization of the brain in the form of reduced modularity. Reduced modularity has been shown in several brain disorders, including traumatic brain injury, and dementia, and may be the common link between drugs of abuse.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 33
- FWCI
- 2.76
- Field percentile
- top 10%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Hyperconnectivity of two separate long-range cholinergic systems contributes to the reorganization of the brain functional connectivity during nicotine withdrawal in male mice
Lieselot L. G. Carrette, Adam Kimbrough, … Olivier George·eNeuroPeer-reviewed·Jun 1, 2023
- Single-cell whole-brain imaging and network analysis provide evidence of the three-stage hypothesis of addiction
Adam Kimbrough, Daniel J. Lurie, … Olivier George·bioRxiv·Nov 21, 2018
- Time varying connectivity across the brain changes as a function of nicotine abstinence state
J. R. Fedota, T. J. Ross, … E. A. Stein·bioRxiv·Jan 25, 2020
- Antagonists of the stress and opioid systems restore the functional connectivity of the prefrontal cortex during alcohol withdrawal through divergent mechanisms.
Lieselot L. G. Carrette, Aline Valéria Sousa Santos, … Olivier George·bioRxiv·Sep 30, 2023
- Morphological brain alterations and morphological brain network disorganizations in heroin and methamphetamine abstinent patients
Xiaoliang Zhou, Zhifu Zhang, … Man Lou·bioRxiv·Nov 12, 2024
- Methamphetamine modulates functional connectivity signatures of sustained attention and arousal
Yizhou Lyu, Anna Corriveau, … Monica D. Rosenberg·Biological Psychiatry Cognitive Neuroscience and NeuroimagingPeer-reviewed·Nov 24, 2025