Toward a Neuroimaging Treatment Selection Biomarker for Major Depressive Disorder

被引:356
作者
McGrath, Callie L. [1 ]
Kelley, Mary E. [1 ]
Holtzheimer, Paul E., III [1 ]
Dunlop, Boadie W. [1 ]
Craighead, W. Edward [1 ]
Franco, Alexandre R. [1 ]
Craddock, Cameron [1 ]
Mayberg, Helen S. [1 ]
机构
[1] Emory Univ, Dept Psychiat, Atlanta, GA 30322 USA
基金
美国国家卫生研究院;
关键词
BRAIN GLUCOSE-METABOLISM; VAGUS NERVE-STIMULATION; COGNITIVE THERAPY; ANTIDEPRESSANT RESPONSE; ANTERIOR CINGULATE; CLINICAL-TRIAL; PREDICTORS; VENLAFAXINE; PAROXETINE; LONG;
D O I
10.1001/jamapsychiatry.2013.143
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
IMPORTANCE Currently, fewer than 40% of patients treated for major depressive disorder achieve remission with initial treatment. Identification of a biological marker that might improve these odds could have significant health and economic impact. OBJECTIVE To identify a candidate neuroimaging "treatment-specific biomarker" that predicts differential outcome to either medication or psychotherapy. DESIGN Brain glucose metabolism was measured with positron emission tomography prior to treatment randomization to either escitalopram oxalate or cognitive behavior therapy for 12 weeks. Patients who did not remit on completion of their phase 1 treatment were offered enrollment in phase 2 comprising an additional 12 weeks of treatment with combination escitalopram and cognitive behavior therapy. SETTING Mood and anxiety disorders research program at an academic medical center. PARTICIPANTS Men and women aged 18 to 60 years with currently untreated major depressive disorder. INTERVENTION Randomized assignment to 12 weeks of treatment with either escitalopram oxalate (10-20 mg/d) or 16 sessions of manual-based cognitive behavior therapy. MAIN OUTCOME AND MEASURE Remission, defined as a 17-item Hamilton Depression Rating Scale score of 7 or less at both weeks 10 and 12, as assessed by raters blinded to treatment. RESULTS Positive and negative predictors of remission were identified with a 2-way analysis of variance treatment (escitalopram or cognitive behavior therapy) x outcome (remission or nonresponse) interaction. Of 65 protocol completers, 38 patients with clear outcomes and usable positron emission tomography scans were included in the primary analysis: 12 remitters to cognitive behavior therapy, 11 remitters to escitalopram, 9 nonresponders to cognitive behavior therapy, and 6 nonresponders to escitalopram. Six limbic and cortical regions were identified, with the right anterior insula showing the most robust discriminant properties across groups (effect size = 1.43). Insula hypometabolism (relative to whole-brain mean) was associated with remission to cognitive behavior therapy and poor response to escitalopram, while insula hypermetabolism was associated with remission to escitalopram and poor response to cognitive behavior therapy. CONCLUSIONS AND RELEVANCE If verified with prospective testing, the insula metabolism-based treatment-specific biomarker defined in this study provides the first objective marker, to our knowledge, to guide initial treatment selection for depression.
引用
收藏
页码:821 / 829
页数:9
相关论文
共 72 条
[61]   COLUMBIA ATYPICAL DEPRESSION - A SUBGROUP OF DEPRESSIVES WITH BETTER RESPONSE TO MAOI THAN TO TRICYCLIC ANTIDEPRESSANTS OR PLACEBO [J].
QUITKIN, FM ;
STEWART, JW ;
MCGRATH, PJ ;
TRICAMO, E ;
RABKIN, JG ;
OCEPEKWELIKSON, K ;
NUNES, E ;
HARRISON, W ;
KLEIN, DF .
BRITISH JOURNAL OF PSYCHIATRY, 1993, 163 :30-34
[62]   C-reactive protein - A simple test to help predict risk of heart attack and stroke [J].
Ridker, PM .
CIRCULATION, 2003, 108 (12) :E81-E85
[63]   C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women [J].
Ridker, PM ;
Hennekens, CH ;
Buring, JE ;
Rifai, N .
NEW ENGLAND JOURNAL OF MEDICINE, 2000, 342 (12) :836-843
[64]   Combining Medications to Enhance Depression Outcomes (CO-MED): Acute and Long-Term Outcomes of a Single-Blind Randomized Study [J].
Rush, A. John ;
Trivedi, Madhukar H. ;
Stewart, Jonathan W. ;
Nierenberg, Andrew A. ;
Fava, Maurizio ;
Kurian, Benji T. ;
Warden, Diane ;
Morris, David W. ;
Luther, James F. ;
Husain, Mustafa M. ;
Cook, Ian A. ;
Shelton, Richard C. ;
Lesser, Ira M. ;
Kornstein, Susan G. ;
Wisniewski, Stephen R. .
AMERICAN JOURNAL OF PSYCHIATRY, 2011, 168 (07) :689-701
[65]   STAR*D: Revising conventional wisdom [J].
Rush J.A. ;
Warden D. ;
Wisniewski S.R. ;
Fava M. ;
Trivedi M.H. ;
Gaynes B.N. ;
Nierenberg A.A. .
CNS Drugs, 2009, 23 (8) :627-647
[66]   Critical comments for roles of biomarkers in the diagnosis and treatment of cancer [J].
Saijo, Nagahiro .
CANCER TREATMENT REVIEWS, 2012, 38 (01) :63-67
[67]   Differential brain metabolic predictors of response to paroxetine in obsessive-compulsive disorder versus major depression [J].
Saxena, S ;
Brody, AL ;
Ho, ML ;
Zohrabi, N ;
Maidment, KM ;
Baxter, LR .
AMERICAN JOURNAL OF PSYCHIATRY, 2003, 160 (03) :522-532
[68]   Toward Clinically Useful Neuroimaging in Depression Treatment Prognostic Utility of Subgenual Cingulate Activity for Determining Depression Outcome in Cognitive Therapy Across Studies, Scanners, and Patient Characteristics [J].
Siegle, Greg J. ;
Thompson, Wesley K. ;
Collier, Amanda ;
Berman, Susan R. ;
Feldmiller, Joshua ;
Thase, Michael E. ;
Friedman, Edward S. .
ARCHIVES OF GENERAL PSYCHIATRY, 2012, 69 (09) :913-924
[69]   Volumetric MRI study of the insular cortex in individuals with current and past major depression [J].
Takahashi, Tsutomu ;
Yucel, Murat ;
Lorenzetti, Valentina ;
Tanino, Ryoichiro ;
Whittle, Sarah ;
Suzuki, Michio ;
Walterfang, Mark ;
Pantelis, Christos ;
Allen, Nicholas B. .
JOURNAL OF AFFECTIVE DISORDERS, 2010, 121 (03) :231-238
[70]   Cognitive therapy versus medication in augmentation and switch strategies as second-step treatments: A STAR*D report [J].
Thase, Michael E. ;
Friedman, Edward S. ;
Biggs, Melanie M. ;
Wisniewski, Stephen R. ;
Trivedi, Madhukar H. ;
Luther, James F. ;
Fava, Maurizio ;
Nierenberg, Andrew A. ;
McGrath, Patrick J. ;
Warden, Diane ;
Niederehe, George ;
Hollon, Steven D. ;
Rush, A. John .
AMERICAN JOURNAL OF PSYCHIATRY, 2007, 164 (05) :739-752