Open AccessPrincipal component analysis and brain-based predictors of emotion regulation in anxiety and depression
Author(s) -
Heide Klumpp,
Kerry L. Kinney,
Runa Bhaumik,
Jacklynn M. Fitzgerald
Publication year - 2018
Publication title -
psychological medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.857
H-Index - 209
eISSN - 1469-8978
pISSN - 0033-2917
DOI - 10.1017/s0033291718003148
Subject(s) - anxiety , psychology , cognitive reappraisal , depression (economics) , clinical psychology , functional magnetic resonance imaging , discriminant function analysis , multilevel model , affect (linguistics) , analysis of variance , explained variation , developmental psychology , cognition , psychiatry , neuroscience , medicine , machine learning , computer science , economics , macroeconomics , communication
Reappraisal, an adaptive emotion regulation strategy, is associated with frontal engagement. In internalizing psychopathologies (IPs) such as anxiety and depression frontal activity is atypically reduced suggesting impaired regulation capacity. Yet, successful reappraisal is often demonstrated at the behavioral level. A data-driven approach was used to clarify brain and behavioral relationships in IPs.