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Accepted manuscript

Neuroeconomic adaptation to norm shifts is preserved in borderline personality disorder

Published online by Cambridge University Press:  02 January 2026

Il Ho Park
Affiliation:
Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, Virginia 24016, U.S.A. Department of Psychiatry and Behavioral Neurosciences, Catholic Kwandong University, International St. Mary’s Hospital, 25, Simgok-ro 100beon-gil, Seo-gu, Incheon 22711, Republic of Korea.
Nicole A. Campbell
Affiliation:
Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, U.S.A. Yale College, New Haven, Connecticut, U.S.A.
Tobias Nolte
Affiliation:
Anna Freud National Centre for Children and Families, London, U.K.
Terry M. Lohrenz
Affiliation:
Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, Virginia 24016, U.S.A.
Brooks Casas
Affiliation:
Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, Virginia 24016, U.S.A. Department of Psychology, Virginia Tech, Blacksburg, Virginia, U.S.A. Virginia Tech – Wake Forest School of Biomedical Engineering and Sciences, Blacksburg, Virginia, U.S.A.
Peter Fonagy
Affiliation:
Anna Freud National Centre for Children and Families, London, U.K. Research Department of Clinical, Educational and Health Psychology, University College London, 1-19 Torrington Square, London WC1N 3BG, U.K.
Janet Feigenbaum
Affiliation:
Research Department of Clinical, Educational and Health Psychology, University College London, 1-19 Torrington Square, London WC1N 3BG, U.K.
Read Montague
Affiliation:
Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, Virginia 24016, U.S.A.
Sarah K. Fineberg*
Affiliation:
Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, U.S.A.
*
*Corresponding author: Sarah K. Fineberg, Yale Department of Psychiatry, Connecticut Mental Health Center Room W207, 34 Park Street, New Haven CT 06519. E-mail: sarah.fineberg@yale.edu
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Abstract

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Objective:

Borderline personality disorder (BPD) is characterized by instability in interpersonal relationships, self-image, and affect. Dysregulated negative emotional processing involving prefrontal and limbic circuits is considered a neural basis of BPD. However, it remains unclear how prefrontal modulation of social decision-making in BPD differs from non-psychiatric controls.

Methods:

To investigate social decision-making in response to unfairness, we conducted an fMRI study involving adults with a diagnosis of BPD (n=77) and healthy controls (HC; n=60). Using an inequality aversion model, we derived parameters of social norm adaptation and inequality sensitivity from behavioral data during a modified ultimatum game designed to measure responses to offer norm shifts. Valence and salience signal-processing models isolated prefrontal activations related specifically to social norm prediction error (NPE).

Results:

Cumulative rejection rates indicated that individuals diagnosed with BPD exhibited consistent differences in overall offer rejection rates but similar adaptation to HC when responding to norm shifts. Preservation of normative social decision-making in BPD (no significant difference vs. HC) was evident in regression analyses of rejection rates and in reinforcement learning models, with no group differences observed in Rescorla–Wagner parameters. Furthermore, we detected no significant neural activation differences between groups, although ventral regions of the medial prefrontal cortex were preferentially involved in valence-related rather than salience-related polynomial modulation.

Conclusion:

Contrary to our hypotheses, neither behavioral nor neural responses to economic norm violations differed significantly between BPD and HC groups across one-shot games involving unknown partners. Future research could explore whether more personally relevant or higher-stress social contexts elicit differences not observed here.

Information

Type
Original Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2026. Published by Cambridge University Press on behalf of Scandinavian College of Neuropsychopharmacology