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

被引:85
作者
Costafreda, Sergi G. [1 ]
Khanna, Akash [1 ]
Mourao-Miranda, Janaina [1 ]
Fu, Cynthia H. Y. [1 ]
机构
[1] Kings Coll London, Inst Psychiat, London SE5 8AF, England
关键词
clinical response; cognitive behavioural therapy; depression; facial expression; functional magnetic resonance imaging; predictors; sad faces; support vector machine; MAJOR DEPRESSION; FACIAL EXPRESSIONS; RESPONSES; FMRI;
D O I
10.1097/WNR.0b013e3283294159
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页码:637 / 641
页数:5
相关论文
共 18 条
  • [1] Beck AT., 1979, COGNITIVE THERAPY DE
  • [2] Predictors of amygdala activation during the processing of emotional stimuli: A meta-analysis of 385 PET and fMRI studies
    Costafreda, Sergi G.
    Brammer, Michael J.
    David, Anthony S.
    Fu, Cynthia H. Y.
    [J]. BRAIN RESEARCH REVIEWS, 2008, 58 (01) : 57 - 70
  • [3] Ekman P., 1976, Pictures of Facial Affect
  • [4] First M.B., 1995, Structured Clinical Interview For DSM-IV Axis 1 Disorder
  • [5] CHARACTERIZING DYNAMIC BRAIN RESPONSES WITH FMRI - A MULTIVARIATE APPROACH
    FRISTON, KJ
    FRITH, CD
    FRACKOWIAK, RSJ
    TURNER, R
    [J]. NEUROIMAGE, 1995, 2 (02) : 166 - 172
  • [6] Fu C.H.Y., 2003, NEUROIMAGING PSYCHIA, P131, DOI [10.3109/9780203508343-5, DOI 10.3109/9780203508343-5]
  • [7] Attenuation of the neural response to sad faces in major depression by antidepressant treatment - A prospective, event-related functional magnetic resonance imaging study
    Fu, CHY
    Williams, SCR
    Cleare, AJ
    Brammer, MJ
    Walsh, ND
    Kim, J
    Andrew, CM
    Pich, EM
    Williams, PM
    Reed, LJ
    Mitterschiffthaler, MT
    Suckling, J
    Bullmore, ET
    [J]. ARCHIVES OF GENERAL PSYCHIATRY, 2004, 61 (09) : 877 - 889
  • [8] Neural responses to sad facial expressions in major depression following cognitive behavioral therapy
    Fu, Cynthia H. Y.
    Williams, Steven C. R.
    Cleare, Anthony J.
    Scott, Jan
    Mitterschiffthaler, Martina T.
    Walsh, Nicholas D.
    Donaldson, Catherine
    Suckling, John
    Andrew, Chris
    Steiner, Herbert
    Murray, Robin M.
    [J]. BIOLOGICAL PSYCHIATRY, 2008, 64 (06) : 505 - 512
  • [9] Pattern classification of sad facial processing: Toward the development of neurobiological markers in depression
    Fu, Cynthia H. Y.
    Mourao-Miranda, Janaina
    Costafrecla, Sergi G.
    Khanna, Akash
    Marquand, Andre F.
    Williams, Steve C. R.
    Brammer, Michael J.
    [J]. BIOLOGICAL PSYCHIATRY, 2008, 63 (07) : 656 - 662
  • [10] Neural responses to happy facial expressions in major depression following antidepressant treatment
    Fu, Cynthia H. Y.
    Williams, Steve C. R.
    Brammer, Michael J.
    Suckling, John
    Kim, Jieun
    Cleare, Anthony J.
    Walsh, Nicholas D.
    Mitterschiffthaler, Martina T.
    Andrew, Chris M.
    Pich, Emilio Merlo
    Bullmore, Edward T.
    [J]. AMERICAN JOURNAL OF PSYCHIATRY, 2007, 164 (04) : 599 - 607