Neuroanatomy of the vmPFC and dlPFC predicts individual differences in cognitive regulation during dietary self-control across regulation strategies
Abstract
Making healthy food choices is challenging for many people. Individuals differ greatly in their ability to follow health goals in the face of temptation, but it is unclear what underlies such differences. Using voxel-based morphometry, we investigated in healthy humans (i.e., men and women) the links between structural variation in gray matter volume and individuals' level of success in shifting toward healthier food choices. We combined MRI and choice data into a joint dataset by pooling across three independent studies that used a task prompting participants to explicitly focus on the healthiness of food items before making their food choices. Within this dataset, we found that individual differences in gray matter volume in the ventromedial prefrontal cortex (vmPFC) and dorsolateral prefrontal cortex (dlPFC) predicted regulatory success. We extended and confirmed these initial findings by predicting regulatory success out of sample and across tasks in a second dataset requiring participants to apply a different regulation strategy that entailed distancing from cravings for unhealthy, appetitive foods. Our findings suggest that neuroanatomical markers in the vmPFC and dlPFC generalized to different forms of dietary regulation strategies across participant groups. They provide novel evidence that structural differences in neuroanatomy of two key regions for valuation and its control, the vmPFC and dlPFC, predict an individual's ability to exert control in dietary choices.
Additional Information
© 2018 the authors. For the first six months after publication SfN's license will be exclusive. Beginning six months after publication the Work will be made freely available to the public on SfN's website to copy, distribute, or display under a Creative Commons Attribution 4.0 International (CC BY 4.0) license (https://creativecommons.org/licenses/by/4.0/). Received: 1 December 2017; Revised: 12 April 2018; Accepted: 15 May 2018; Published: 4 June 2018. The study was supported by an Agence Nationale de la Recherche Sorbonne Universités Emergence Grant awarded to H.P. and a National Institute of Mental Health Conte Center grant (NIMH 2P50 MH094258) awarded to C.H. Author contributions: A.T., C.H., T.H., and H.P. designed research; L.S., A.T., N.M., C.H., T.H., and H.P. performed research; L.S. and N.M. analyzed data; L.S., A.T., C.H., T.H., and H.P. wrote the paper. The authors declare no competing financial interests.Attached Files
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Additional details
- PMCID
- PMC6246877
- Eprint ID
- 86960
- Resolver ID
- CaltechAUTHORS:20180611-093051184
- Agence Nationale pour la Recherche (ANR)
- 2P50 MH094258
- NIH
- Created
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2018-06-11Created from EPrint's datestamp field
- Updated
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2021-11-15Created from EPrint's last_modified field