TY - JOUR
T1 - Effective connectivity during face processing in major depression - Distinguishing markers of pathology, risk, and resilience
AU - Sacu, Seda
AU - Wackerhagen, Carolin
AU - Erk, Susanne
AU - Romanczuk-Seiferth, Nina
AU - Schwarz, Kristina
AU - Schweiger, Janina I.
AU - Tost, Heike
AU - Meyer-Lindenberg, Andreas
AU - Heinz, Andreas
AU - Razi, Adeel
AU - Walter, Henrik
N1 - Funding Information:
This work was funded by the German Federal Ministry for Education and Research (BMBF) grants NGFNplus MooDS (Systematic Investigation of the Molecular Causes of Major Mood Disorders and Schizophrenia) and the Integrated Network IntegraMent (Integrated Understanding of Causes and Mechanisms in Mental Disorders) under the auspices of the Med program (grant numbers O1ZX1314B and O1ZX1314G). A.R. is affiliated with The Wellcome Centre for Human Neuroimaging supported by core funding from Wellcome (203147/Z/16/Z) and funded by Australian Research Council (Refs. DE170100128 and DP200100757) and Australian National Health and Medical Research Council Investigator Grant (Ref. 1194910).
Publisher Copyright:
© The Author(s), 2022. Published by Cambridge University Press.
PY - 2022
Y1 - 2022
N2 - Background Aberrant brain connectivity during emotional processing, especially within the fronto-limbic pathway, is one of the hallmarks of major depressive disorder (MDD). However, the methodological heterogeneity of previous studies made it difficult to determine the functional and etiological implications of specific alterations in brain connectivity. We previously reported alterations in psychophysiological interaction measures during emotional face processing, distinguishing depressive pathology from at-risk/resilient and healthy states. Here, we extended these findings by effective connectivity analyses in the same sample to establish a refined neural model of emotion processing in depression. Methods Thirty-seven patients with MDD, 45 first-degree relatives of patients with MDD and 97 healthy controls performed a face-matching task during functional magnetic resonance imaging. We used dynamic causal modeling to estimate task-dependent effective connectivity at the subject level. Parametric empirical Bayes was performed to quantify group differences in effective connectivity. Results MDD patients showed decreased effective connectivity from the left amygdala and left lateral prefrontal cortex to the fusiform gyrus compared to relatives and controls, whereas patients and relatives showed decreased connectivity from the right orbitofrontal cortex to the left insula and from the left orbitofrontal cortex to the right fusiform gyrus compared to controls. Relatives showed increased connectivity from the anterior cingulate cortex to the left dorsolateral prefrontal cortex compared to patients and controls. Conclusions Our results suggest that the depressive state alters top-down control of higher visual regions during face processing. Alterations in connectivity within the cognitive control network present potential risk or resilience mechanisms.
AB - Background Aberrant brain connectivity during emotional processing, especially within the fronto-limbic pathway, is one of the hallmarks of major depressive disorder (MDD). However, the methodological heterogeneity of previous studies made it difficult to determine the functional and etiological implications of specific alterations in brain connectivity. We previously reported alterations in psychophysiological interaction measures during emotional face processing, distinguishing depressive pathology from at-risk/resilient and healthy states. Here, we extended these findings by effective connectivity analyses in the same sample to establish a refined neural model of emotion processing in depression. Methods Thirty-seven patients with MDD, 45 first-degree relatives of patients with MDD and 97 healthy controls performed a face-matching task during functional magnetic resonance imaging. We used dynamic causal modeling to estimate task-dependent effective connectivity at the subject level. Parametric empirical Bayes was performed to quantify group differences in effective connectivity. Results MDD patients showed decreased effective connectivity from the left amygdala and left lateral prefrontal cortex to the fusiform gyrus compared to relatives and controls, whereas patients and relatives showed decreased connectivity from the right orbitofrontal cortex to the left insula and from the left orbitofrontal cortex to the right fusiform gyrus compared to controls. Relatives showed increased connectivity from the anterior cingulate cortex to the left dorsolateral prefrontal cortex compared to patients and controls. Conclusions Our results suggest that the depressive state alters top-down control of higher visual regions during face processing. Alterations in connectivity within the cognitive control network present potential risk or resilience mechanisms.
KW - Effective connectivity
KW - emotional face processing
KW - familial risk
KW - fMRI
KW - major depressive disorder
KW - resilience
UR - http://www.scopus.com/inward/record.url?scp=85128403171&partnerID=8YFLogxK
U2 - 10.1017/S0033291722000824
DO - 10.1017/S0033291722000824
M3 - Article
C2 - 35393001
AN - SCOPUS:85128403171
JO - Psychological Medicine
JF - Psychological Medicine
SN - 0033-2917
ER -