TY - JOUR
T1 - Dynamic causal modeling of the prefrontal-amygdala network during processing of emotional faces
AU - Sladky, Ronald
AU - Hahn, Andreas
AU - Karl, Inga-Lisa
AU - Geissberger, Nicole
AU - Kranz, Georg Sebastian
AU - Tik, Martin
AU - Kraus, Christoph
AU - Pfabigan, Daniela
AU - Gartus, Andreas
AU - Lanzenberger, Rupert
AU - Lamm, Claus
AU - Windischberger, Christian
N1 - Funding Information:
This study was supported by the Austrian Science Fund (Fonds zur Förderung der wissenschaftlichen Forschung; P33180, KLI597, KLI670), the research cluster Multimodal Neuroimaging in Clinical Neurosciences, funded by the Medical University of Vienna and University of Vienna, Austria (FA103FC001), the Austrian Science Fund (P33180), the Viennese Science and Technology Fund (Wiener Wissenschafts-, Forschungs- und Technologiefonds, CS11-016, CS11-005), and, in part, by the Creativity Enhancement through Advanced brain Mapping and stimulation project by the European Commission under Grant Agreement (FP7-ICT-612022). This publication reflects the views only of the authors, and the European Commission cannot be held responsible for any use which may be made of the information contained therein.
Publisher Copyright:
© Copyright 2022, Mary Ann Liebert, Inc., publishers 2022.
PY - 2021/12/17
Y1 - 2021/12/17
N2 - Introduction: The importance of the amygdala/medial orbitofrontal cortex (OFC) network during processing of emotional stimuli, emotional faces in particular, is well established. This premise is supported by converging evidence from animal models, human neuroanatomical results, and neuroimaging studies. However, there is missing evidence from human brain connectivity studies that the OFC and no other prefrontal brain areas such as the dorsolateral prefrontal cortex (DLPFC) or ventrolateral prefrontal cortex (VLPFC) are responsible for amygdala regulation in the functional context of emotional face stimuli. Methods: Dynamic causal modeling of ultrahigh-field functional magnetic resonance imaging data acquired at 7 Tesla in 38 healthy subjects and a well-established paradigm for emotional face processing were used to assess the central role of the OFC to provide empirical validation for the assumed network architecture. Results: Using Bayesian model selection, it is demonstrated that indeed the OFC, and not the VLPFC and the DLPFC, downregulates amygdala activation during the emotion discrimination task. In addition, Bayesian model averaging group results were rigorously tested using bootstrapping, further corroborating these findings and providing an estimator for robustness and optimal sample sizes. Discussion: While it is true that VLPFC and DLPFC are relevant for the processing of emotional faces and are connected to the OFC, the OFC appears to be a central hub for the prefrontal/amygdala interaction. Using dynamic causal modeling (DCM), abnormal effective connectivity in the orbitofrontal cortex (OFC)/amygdala network has been repeatedly observed in the pathophysiology of psychiatric disorders. However, it has to be considered that these findings are all based on the a priori assumption of the OFC being the central area for prefrontal control regulating amygdala activation. This is particularly important, as DCM results conditionally depend on the underlying model space used for model selection. Using Bayesian model comparison methods, it is shown that the OFC (and not the dorsolateral prefrontal cortex or ventrolateral prefrontal cortex) engages in amygdala downregulation in the context emotional face processing.
AB - Introduction: The importance of the amygdala/medial orbitofrontal cortex (OFC) network during processing of emotional stimuli, emotional faces in particular, is well established. This premise is supported by converging evidence from animal models, human neuroanatomical results, and neuroimaging studies. However, there is missing evidence from human brain connectivity studies that the OFC and no other prefrontal brain areas such as the dorsolateral prefrontal cortex (DLPFC) or ventrolateral prefrontal cortex (VLPFC) are responsible for amygdala regulation in the functional context of emotional face stimuli. Methods: Dynamic causal modeling of ultrahigh-field functional magnetic resonance imaging data acquired at 7 Tesla in 38 healthy subjects and a well-established paradigm for emotional face processing were used to assess the central role of the OFC to provide empirical validation for the assumed network architecture. Results: Using Bayesian model selection, it is demonstrated that indeed the OFC, and not the VLPFC and the DLPFC, downregulates amygdala activation during the emotion discrimination task. In addition, Bayesian model averaging group results were rigorously tested using bootstrapping, further corroborating these findings and providing an estimator for robustness and optimal sample sizes. Discussion: While it is true that VLPFC and DLPFC are relevant for the processing of emotional faces and are connected to the OFC, the OFC appears to be a central hub for the prefrontal/amygdala interaction. Using dynamic causal modeling (DCM), abnormal effective connectivity in the orbitofrontal cortex (OFC)/amygdala network has been repeatedly observed in the pathophysiology of psychiatric disorders. However, it has to be considered that these findings are all based on the a priori assumption of the OFC being the central area for prefrontal control regulating amygdala activation. This is particularly important, as DCM results conditionally depend on the underlying model space used for model selection. Using Bayesian model comparison methods, it is shown that the OFC (and not the dorsolateral prefrontal cortex or ventrolateral prefrontal cortex) engages in amygdala downregulation in the context emotional face processing.
KW - DCM
KW - EFFECTIVE CONNECTIVITY
KW - FMRI
KW - FRONTAL-CORTEX
KW - FUNCTIONAL CONNECTIVITY
KW - Fmri
KW - HUMAN AMYGDALA
KW - INDIVIDUAL-DIFFERENCES
KW - MODULATION
KW - ORBITOFRONTAL CORTEX
KW - SOCIAL ANXIETY DISORDER
KW - THREAT
KW - amygdala
KW - emotions
KW - faces
KW - orbitofrontal cortex
UR - http://www.scopus.com/inward/record.url?scp=85138451530&partnerID=8YFLogxK
U2 - 10.1089/brain.2021.0073
DO - 10.1089/brain.2021.0073
M3 - Article
SN - 2158-0014
VL - 12
SP - 670
EP - 682
JO - Brain Connectivity
JF - Brain Connectivity
IS - 7
ER -