Neural correlates of sad faces predict clinical remission to cognitive behavioural therapy in depression

Sergi G. Costafreda, Akash Khanna, Janaina Mourao-Miranda, Cynthia H. Y. Fu

Research output: Contribution to journalArticlepeer-review

95 Citations (Scopus)

Abstract

Currently, there are no neurobiological markers of clinical response for cognitive behavioural therapy (CBT) used in clinical practice. We investigated the neural pattern of activity to implicit processing of sad facial expressions as a predictive marker of clinical response. Sixteen medication-free patients in an acute episode of major depression underwent functional magnetic resonance imaging scans before treatment with CBT. Nine patients showed a full clinical response. The pattern of activity, which predicted clinical response, was analysed with support vector machine and leave-one-out cross-validation. The functional neuroanatomy of sad faces at the lowest and highest intensities identified patients, before the initiation of therapy, who had a full clinical response to CBT (sensitivity 71%, specificity 86%, P = 0.029). NeuroReport 20:637-641 (C) 2009 Wolters Kluwer Health vertical bar Lippincott Williams & Wilkins.
Original languageEnglish
Pages (from-to)637 - 641
Number of pages5
JournalNeuroreport
Volume20
Issue number7
DOIs
Publication statusPublished - 6 May 2009

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