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Single nuclei transcriptomics of human and monkey striatum implicates DNA damage, neuroinflammation, and neurodegeneration signaling in opioid use disorder

View ORCID ProfileBaDoi N. Phan, Madelyn H. Ray, Xiangning Xue, Robert J. Fenster, Stephen J. Kohut, Jack Bergman, Suzanne N. Haber, Kenneth M. McCullough, Madeline K. Fish, Jill R. Glausier, Qiao Su, Allison E. Tipton, David A. Lewis, Zachary Freyberg, View ORCID ProfileGeorge C. Tseng, Shelley J. Russek, Yuriy Alekseyev, Kerry J. Ressler, Marianne L. Seney, View ORCID ProfileAndreas R. Pfenning, View ORCID ProfileRyan W. Logan
doi: https://doi.org/10.1101/2023.05.17.541145
BaDoi N. Phan
1Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, United States, 15213
2Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States, 15213
3Medical Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 15213
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  • ORCID record for BaDoi N. Phan
Madelyn H. Ray
4Department of Pharmacology, Physiology & Biophysics, Boston University School of Medicine, Boston, MA, United States, 02118
5Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States, 02118
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Xiangning Xue
6Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, United States, 15213
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Robert J. Fenster
7Department of Psychiatry, Harvard Medical School, Boston, MA, United States, 02115
8Division of Depression and Anxiety, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478
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Stephen J. Kohut
7Department of Psychiatry, Harvard Medical School, Boston, MA, United States, 02115
9Behavioral Biology Program, McLean Hospital, Belmont, MA, 02478
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Jack Bergman
7Department of Psychiatry, Harvard Medical School, Boston, MA, United States, 02115
9Behavioral Biology Program, McLean Hospital, Belmont, MA, 02478
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Suzanne N. Haber
7Department of Psychiatry, Harvard Medical School, Boston, MA, United States, 02115
10Department of Pharmacology and Physiology, University of Rochester, School of Medicine, Rochester, NY, 14642
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Kenneth M. McCullough
11Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, 02478
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Madeline K. Fish
12Center for Systems Neuroscience, Boston University, Boston, MA, United States, 02118
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Jill R. Glausier
13Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 15219
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Qiao Su
1Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, United States, 15213
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Allison E. Tipton
4Department of Pharmacology, Physiology & Biophysics, Boston University School of Medicine, Boston, MA, United States, 02118
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David A. Lewis
13Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 15219
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Zachary Freyberg
13Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 15219
14Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 15219
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George C. Tseng
6Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, United States, 15213
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Shelley J. Russek
4Department of Pharmacology, Physiology & Biophysics, Boston University School of Medicine, Boston, MA, United States, 02118
12Center for Systems Neuroscience, Boston University, Boston, MA, United States, 02118
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Yuriy Alekseyev
15Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, United States, 02118
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Kerry J. Ressler
7Department of Psychiatry, Harvard Medical School, Boston, MA, United States, 02115
8Division of Depression and Anxiety, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478
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Marianne L. Seney
13Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States, 15219
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Andreas R. Pfenning
1Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, United States, 15213
2Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States, 15213
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  • For correspondence: ryan.logan@umassmed.edu apfenning@cmu.edu
Ryan W. Logan
4Department of Pharmacology, Physiology & Biophysics, Boston University School of Medicine, Boston, MA, United States, 02118
16Department of Psychiatry, University of Massachusetts Chan Medical School, Worcester, MA, United States, 01605
17Department of Neurobiology, University of Massachusetts Chan Medical School, Worcester, MA, United States, 01605
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  • For correspondence: ryan.logan@umassmed.edu apfenning@cmu.edu
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Abstract

The striatum in the brain is involved in various behavioral functions, including reward, and disease processes, such as opioid use disorder (OUD). Further understanding of the role of striatal subregions in reward behaviors and their potential associations with OUD requires molecular identification of specific striatal cell types in human brain. The human striatum contains subregions based on different anatomical, functional, and physiological properties, with the dorsal striatum further divided into caudate and putamen. Both caudate and putamen are associated with alterations in reward processing, formation of habits, and development of negative affect states in OUD. Using single nuclei RNA- sequencing of human postmortem caudate and putamen, we identified canonical neuronal cell types in striatum (e.g., dopamine receptor 1 or 2 expressing neurons, D1 or D2) and less abundant subpopulations, including D1/D2 hybrid neurons and multiple classes of interneurons. By comparing unaffected subjects to subjects with OUD, we found neuronal-specific differences in pathways related to neurodegeneration, interferon response, and DNA damage. DNA damage markers were also elevated in striatal neurons of rhesus macaques following chronic opioid administration. We identified sex-dependent differences in the expression of stress-induced transcripts (e.g., FKBP5) among astrocytes and oligodendrocytes from female subjects with OUD. Thus, we describe striatal cell types and leverage these data to gain insights into molecular alterations in human striatum associated with opioid addiction.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • We updated the title. Per request from journal of submission, we removed the private accession numbers for data access.

  • https://cellxgene.cziscience.com/collections/cec4ef8e-1e70-49a2-ae43-1e6bf1fd5978

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted May 18, 2023.
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Single nuclei transcriptomics of human and monkey striatum implicates DNA damage, neuroinflammation, and neurodegeneration signaling in opioid use disorder
BaDoi N. Phan, Madelyn H. Ray, Xiangning Xue, Robert J. Fenster, Stephen J. Kohut, Jack Bergman, Suzanne N. Haber, Kenneth M. McCullough, Madeline K. Fish, Jill R. Glausier, Qiao Su, Allison E. Tipton, David A. Lewis, Zachary Freyberg, George C. Tseng, Shelley J. Russek, Yuriy Alekseyev, Kerry J. Ressler, Marianne L. Seney, Andreas R. Pfenning, Ryan W. Logan
bioRxiv 2023.05.17.541145; doi: https://doi.org/10.1101/2023.05.17.541145
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Single nuclei transcriptomics of human and monkey striatum implicates DNA damage, neuroinflammation, and neurodegeneration signaling in opioid use disorder
BaDoi N. Phan, Madelyn H. Ray, Xiangning Xue, Robert J. Fenster, Stephen J. Kohut, Jack Bergman, Suzanne N. Haber, Kenneth M. McCullough, Madeline K. Fish, Jill R. Glausier, Qiao Su, Allison E. Tipton, David A. Lewis, Zachary Freyberg, George C. Tseng, Shelley J. Russek, Yuriy Alekseyev, Kerry J. Ressler, Marianne L. Seney, Andreas R. Pfenning, Ryan W. Logan
bioRxiv 2023.05.17.541145; doi: https://doi.org/10.1101/2023.05.17.541145

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