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Research Article: New Research, Cognition and Behavior

Attack repertoires in outbred male CD1-mice are associated with nucleus accumbens neuroligin-2

Nastacia L. Goodwin, Pranav Anumolu, Natalie P. Hoffman, Ainsley C. Barrow, Valerie S. Tsai, Lukas K. MacMillen, Sam A. Golden and Mitra Heshmati
eNeuro 24 April 2026, ENEURO.0471-25.2026; https://doi.org/10.1523/ENEURO.0471-25.2026
Nastacia L. Goodwin
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
2Department of Neurobiology and Biophysics, University of Washington; Seattle, WA, USA.
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Pranav Anumolu
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
2Department of Neurobiology and Biophysics, University of Washington; Seattle, WA, USA.
3Undergraduate Program in Neuroscience, University of Washington; Seattle, WA, USA.
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Natalie P. Hoffman
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
2Department of Neurobiology and Biophysics, University of Washington; Seattle, WA, USA.
3Undergraduate Program in Neuroscience, University of Washington; Seattle, WA, USA.
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Ainsley C. Barrow
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
3Undergraduate Program in Neuroscience, University of Washington; Seattle, WA, USA.
4Department of Anesthesiology and Pain Medicine, University of Washington; Seattle, WA, USA.
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Valerie S. Tsai
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
3Undergraduate Program in Neuroscience, University of Washington; Seattle, WA, USA.
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Lukas K. MacMillen
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
2Department of Neurobiology and Biophysics, University of Washington; Seattle, WA, USA.
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Sam A. Golden
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
2Department of Neurobiology and Biophysics, University of Washington; Seattle, WA, USA.
4Department of Anesthesiology and Pain Medicine, University of Washington; Seattle, WA, USA.
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  • For correspondence: mhesh{at}uw.edu sagolden{at}uw.edu
Mitra Heshmati
1Center for Excellence in the Neurobiology of Addiction, Pain and Emotion, University of Washington; Seattle, WA, USA.
2Department of Neurobiology and Biophysics, University of Washington; Seattle, WA, USA.
4Department of Anesthesiology and Pain Medicine, University of Washington; Seattle, WA, USA.
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  • For correspondence: mhesh{at}uw.edu sagolden{at}uw.edu
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Abstract

Aggression may be behaviorally distinguished by reactive or appetitive properties. Here, we use a model of operant aggression administration, in which outbred male CD-1 mice lever press (contingent) or do not lever press (non-contingent) to attack an intruder mouse, to examine behavioral differences in aggression reinforcement. Contingent reinforcement identifies the behavioral and neural basis of appetitive, or rewarding, aggression self-administration, while non-contingent reinforcement isolates reactive, or involuntary, components. Females are not used in this study due to their low propensity to attack. We applied supervised machine-guided behavioral classification and Shapley additive scores (SHAP) to describe differences and similarities in attack behavior features. We find that behavioral sequences of an attack bout are similar whether aggression reinforcement is contingent or non-contingent, though underlying neural mechanisms differ. Fos immunolabeling following operant reinforcement reveals distinct network activity patterns between contingent and non-contingent groups, supporting distinct neural mechanisms in appetitive or reactive aggression. We further identify high Fos activity in nucleus accumbens in both contingent and non-contingent groups. Nucleus accumbens (NAc) activity and changes in NAc neuroligin-2 (NLGN2) expression are associated with aggressive behavior. We find that the number of attack bouts is negatively correlated with NAc NLGN2 immunolabeling, regardless of contingent or non-contingent intruder presentation. As a result, molecularly dissociable features do not necessarily reflect operant behavioral repertoires.

Significance Statement: Aggressive behavior presents for different reasons, and two important clinical presentations include appetitive (sought after) and reactive (fight or flight) aggression. Understanding how these phenotypes differ in their behavioral and neural signatures is essential for identifying mechanisms at the intersection of neuropsychiatric disease and maladaptive aggression. Using an operant model in outbred male CD-1 mice, we combined explainable machine learning and forebrain Fos mapping to compare contingent (appetitive) and non-contingent (reactive) aggression. We find that, although behavioral repertoires are notably similar across contingency contexts, neural activity and nucleus accumbens neuroligin-2 expression distinguish aggression severity and phenotype. These findings reveal that molecular features can diverge from behavior, providing new insight into the neurobiology of contingent and non-contingent aggression.

Footnotes

  • Supported by funding from the National Institute of Health F31MH125587 (to NLG), R00DA045662 (to SAG), NIDA R01DA059374 (SAG), and R35GM146751 (to MH), the University of Washington Department of Anesthesiology and Pain Medicine and the University of Washington Department of Neurobiology and Biophysics. Nastacia Goodwin is a Washington Research Foundation Postdoctoral Fellow. We thank Michelle Jin and Christine Denny for their assistance with SMARTTR.

  • Authors report no conflicts of interest.

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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Attack repertoires in outbred male CD1-mice are associated with nucleus accumbens neuroligin-2
Nastacia L. Goodwin, Pranav Anumolu, Natalie P. Hoffman, Ainsley C. Barrow, Valerie S. Tsai, Lukas K. MacMillen, Sam A. Golden, Mitra Heshmati
eNeuro 24 April 2026, ENEURO.0471-25.2026; DOI: 10.1523/ENEURO.0471-25.2026

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Attack repertoires in outbred male CD1-mice are associated with nucleus accumbens neuroligin-2
Nastacia L. Goodwin, Pranav Anumolu, Natalie P. Hoffman, Ainsley C. Barrow, Valerie S. Tsai, Lukas K. MacMillen, Sam A. Golden, Mitra Heshmati
eNeuro 24 April 2026, ENEURO.0471-25.2026; DOI: 10.1523/ENEURO.0471-25.2026
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