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Cocaine addiction-like behaviors are associated with long-term changes in gene regulation, energy metabolism, and GABAergic inhibition within the amygdala

View ORCID ProfileJessica L. Zhou, View ORCID ProfileGiordano de Guglielmo, Aaron J. Ho, View ORCID ProfileMarsida Kallupi, Narayan Pokhrel, Hai-Ri Li, View ORCID ProfileApurva S. Chitre, Daniel Munro, Pejman Mohammadi, Lieselot LG Carrette, View ORCID ProfileOlivier George, View ORCID ProfileAbraham A. Palmer, View ORCID ProfileGraham McVicker, View ORCID ProfileFrancesca Telese
doi: https://doi.org/10.1101/2022.09.08.506493
Jessica L. Zhou
1Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
2Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Jessica L. Zhou
Giordano de Guglielmo
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
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Aaron J. Ho
2Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037
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Marsida Kallupi
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
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Narayan Pokhrel
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
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Hai-Ri Li
4Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
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Apurva S. Chitre
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
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Daniel Munro
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
5Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA
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Pejman Mohammadi
5Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA
6Center for Immunity and Immunotherapies, Seattle Children’s Research Institute, Seattle, WA, 98145, USA
7Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, 98195, USA
8Department of Genome Sciences, University of Washington, Seattle, WA, 98195, USA
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Lieselot LG Carrette
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
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Olivier George
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
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  • ORCID record for Olivier George
Abraham A. Palmer
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
9Institute for Genomic Medicine, University of California San Diego, La Jolla, CA 92093, USA
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Graham McVicker
1Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA
2Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037
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  • For correspondence: ftelese@health.ucsd.edu gmcvicker@salk.edu
Francesca Telese
3Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92092, USA
4Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
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  • ORCID record for Francesca Telese
  • For correspondence: ftelese@health.ucsd.edu gmcvicker@salk.edu
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Abstract

The amygdala processes positive and negative valence and contributes to the development of addiction, but the underlying cell type-specific gene regulatory programs are unknown. We generated an atlas of single nucleus gene expression and chromatin accessibility in the amygdala of outbred rats with low and high cocaine addiction-like behaviors following prolonged abstinence. Between rats with different addiction indexes, we identified thousands of cell type-specific differentially expressed genes enriched for energy metabolism-related pathways that are known to affect synaptic transmission and action potentials. Rats with high addiction-like behaviors showed enhanced GABAergic transmission in the amygdala, which, along with relapse-like behaviors, were reversed by inhibition of Glyoxalase 1, which metabolizes the GABAA receptor agonist methylglyoxal. Finally, we identified thousands of cell type-specific chromatin accessible sites and transcription factor (TF) motifs where accessibility was associated with addiction index, most notably at motifs for pioneer TFs in the Fox, Sox, helix-loop-helix, and AP1 families.

Competing Interest Statement

A.A.P. holds a patent related to the use of GLO1 inhibitors (US20160038559, active). The inventors of this patent are Dr. Abraham Palmer and Dr. Margaret Distler.

Footnotes

  • Updated manuscript with revisions in response to reviewer comments.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted July 24, 2023.
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Cocaine addiction-like behaviors are associated with long-term changes in gene regulation, energy metabolism, and GABAergic inhibition within the amygdala
Jessica L. Zhou, Giordano de Guglielmo, Aaron J. Ho, Marsida Kallupi, Narayan Pokhrel, Hai-Ri Li, Apurva S. Chitre, Daniel Munro, Pejman Mohammadi, Lieselot LG Carrette, Olivier George, Abraham A. Palmer, Graham McVicker, Francesca Telese
bioRxiv 2022.09.08.506493; doi: https://doi.org/10.1101/2022.09.08.506493
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Cocaine addiction-like behaviors are associated with long-term changes in gene regulation, energy metabolism, and GABAergic inhibition within the amygdala
Jessica L. Zhou, Giordano de Guglielmo, Aaron J. Ho, Marsida Kallupi, Narayan Pokhrel, Hai-Ri Li, Apurva S. Chitre, Daniel Munro, Pejman Mohammadi, Lieselot LG Carrette, Olivier George, Abraham A. Palmer, Graham McVicker, Francesca Telese
bioRxiv 2022.09.08.506493; doi: https://doi.org/10.1101/2022.09.08.506493

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