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The Role of the Medial Prefrontal Cortex in Spatial Margin of Safety Calculations

Song Qi, Logan Cross, Toby Wise, Xin Sui, John O’Doherty, Dean Mobbs
doi: https://doi.org/10.1101/2020.06.05.137075
Song Qi
1Department of Humanities and Social Sciences and Computation, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
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  • For correspondence: dmobbs@caltech.edu sqi@caltech.edu
Logan Cross
1Department of Humanities and Social Sciences and Computation, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
2Neural Systems Program at the California Institute of Technology, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
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Toby Wise
1Department of Humanities and Social Sciences and Computation, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
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Xin Sui
1Department of Humanities and Social Sciences and Computation, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
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John O’Doherty
1Department of Humanities and Social Sciences and Computation, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
2Neural Systems Program at the California Institute of Technology, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
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Dean Mobbs
1Department of Humanities and Social Sciences and Computation, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
2Neural Systems Program at the California Institute of Technology, 1200 E California Blvd, HSS 228–77, Pasadena, California 91125, USA
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  • For correspondence: dmobbs@caltech.edu sqi@caltech.edu
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Abstract

Humans, like many other animals, pre-empt danger by moving to locations that maximize their success at escaping future threats. We test the idea that spatial margin of safety (MOS) decisions, a form of pre-emptive avoidance, results in participants placing themselves closer to safer locations when facing more unpredictable threats. Using multivariate pattern analysis on fMRI data collected while subjects engaged in MOS decisions with varying attack location predictability, we show that while the hippocampus encodes MOS decisions across all types of threat, a vmPFC anterior-posterior gradient tracked threat predictability. The posterior vmPFC encoded for more unpredictable threat and showed functional coupling with the amygdala and hippocampus. Conversely, the anterior vmPFC was more active for the more predictable attacks and showed coupling with the striatum. Our findings suggest that when pre-empting danger, the anterior vmPFC may provide a safety signal, possibly via predictable positive outcomes, while the posterior vmPFC drives prospective danger signals.

Competing Interest Statement

The authors have declared no competing interest.

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 June 08, 2020.
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The Role of the Medial Prefrontal Cortex in Spatial Margin of Safety Calculations
Song Qi, Logan Cross, Toby Wise, Xin Sui, John O’Doherty, Dean Mobbs
bioRxiv 2020.06.05.137075; doi: https://doi.org/10.1101/2020.06.05.137075
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The Role of the Medial Prefrontal Cortex in Spatial Margin of Safety Calculations
Song Qi, Logan Cross, Toby Wise, Xin Sui, John O’Doherty, Dean Mobbs
bioRxiv 2020.06.05.137075; doi: https://doi.org/10.1101/2020.06.05.137075

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