Functional connectivity predicts the dispositional use of expressive suppression but not cognitive reappraisal.


INTRODUCTION:Previous research has identified specific brain regions associated with regulating emotion using common strategies such as expressive suppression and cognitive reappraisal. However, most research focuses on a priori regions and directs participants how to regulate, which may not reflect how people naturally regulate outside the laboratory. METHOD:Here, we used a data-driven approach to investigate how individual differences in distributed intrinsic functional brain connectivity predict emotion regulation tendency outside the laboratory. Specifically, we used connectome-based predictive modeling to extract functional connections in the brain significantly related to the dispositional use of suppression and reappraisal. These edges were then used in a predictive model and cross-validated in novel participants to identify a neural signature that reflects individual differences in the tendency to suppress and reappraise emotion. RESULTS:We found a significant neural signature for the dispositional use of suppression, but not reappraisal. Within this whole-brain signature, the intrinsic connectivity of the default mode network was most informative of suppression tendency. In addition, the predictive performance of this model was significant in males, but not females. CONCLUSION:These findings help inform how whole-brain networks of functional connectivity characterize how people tend to regulate emotion outside the laboratory.





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Publication Info

Burr, Daisy A, Tracy d'Arbeloff, Maxwell L Elliott, Annchen R Knodt, Bartholomew D Brigidi and Ahmad R Hariri (2020). Functional connectivity predicts the dispositional use of expressive suppression but not cognitive reappraisal. Brain and behavior, 10(2). p. e01493. 10.1002/brb3.1493 Retrieved from

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Ahmad Hariri

Professor of Psychology and Neuroscience

Integrating psychology, neuroimaging, pharmacology and molecular genetics in the search for biological pathways mediating individual differences in behavior and related risk for psychopathology.

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