Feasibility of studying brain morphology in major depressive disorder with structural magnetic resonance imaging and clinical data from the electronic medical record: A pilot study

被引:11
作者
Hoogenboom, Wouter S. [1 ,2 ]
Perlis, Roy H. [1 ,3 ]
Smoller, Jordan W. [4 ]
Zeng-Treitler, Qing [5 ,6 ]
Gainer, Vivian S. [7 ]
Murphy, Shawn N. [7 ,8 ]
Churchill, Susanne E. [9 ]
Kohane, Isaac S. [9 ]
Shenton, Martha E. [2 ,10 ]
Iosifescu, Dan V. [1 ,11 ]
机构
[1] Massachusetts Gen Hosp, Dept Psychiat, Depress Clin & Res Program, Boston, MA 02114 USA
[2] Harvard Univ, Brigham & Womens Hosp, Psychiat Neuroimaging Lab, Dept Psychiat,Med Sch, Boston, MA 02215 USA
[3] Massachusetts Gen Hosp, Lab Psychiat Pharmacogen, Ctr Human Genet Res, Boston, MA 02114 USA
[4] Massachusetts Gen Hosp, Dept Psychiat, Psychiat Genet Program Mood & Anxiety Disorders, Boston, MA 02114 USA
[5] Univ Utah, Dept Biomed Informat, Salt Lake City, UT 84112 USA
[6] VA Salt Lake City Hlth Care Syst, Salt Lake City, UT 84148 USA
[7] Partners HealthCare Syst Inc, Informat Syst, Charlestown, MA 02129 USA
[8] Massachusetts Gen Hosp, Comp Sci Lab, Boston, MA 02114 USA
[9] Brigham & Womens Hosp, Natl Ctr Biomed Comp 2B2, Boston, MA 02215 USA
[10] VA Boston Healthcare Syst, Clin Neurosci Div, Lab Neurosci, Dept Psychiat,Brockton Div, Brockton, MA 02301 USA
[11] Mt Sinai Sch Med, Mood & Anxiety Disorders Program, New York, NY 10029 USA
基金
美国国家卫生研究院;
关键词
Major depressive disorder (MDD); Refractory depression; Structural MRI; Hippocampus; Legacy data; Natural language processing; TREATMENT-RESISTANT DEPRESSION; OF-THE-ART; HIPPOCAMPAL VOLUME; DISCOVERY RESEARCH; SEGMENTATION; ABNORMALITIES; METAANALYSIS; ENTERPRISE; ASYMMETRY;
D O I
10.1016/j.pscychresns.2012.07.007
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
For certain research questions related to long-term outcomes or to rare disorders, designing prospective studies is impractical or prohibitively expensive. Such studies could instead utilize clinical and magnetic resonance imaging data (MRI) collected as part of routine clinical care, stored in the electronic medical record (EMR). Using major depressive disorder (MDD) as a disease model, we examined the feasibility of studying brain morphology and associations with remission using clinical and MRI data exclusively drawn from the EMR. Advanced automated tools were used to select MDD patients and controls from the EMR who had brain MRI data, but no diagnosed brain pathology. MDD patients were further assessed for remission status by review of clinical charts. Twenty MDD patients (eight full-remitters, six partial-remitters, and six non-remitters), and 15 healthy control subjects met all study criteria for advanced morphometric analyses. Compared to controls, MDD patients had significantly smaller right rostral-anterior cingulate volume, and level of non-remission was associated with smaller left hippocampus and left rostral-middle frontal gyrus volume. The use of EMR data for psychiatric research may provide a timely and cost-effective approach with the potential to generate large study samples reflective of the real population with the illness studied. (C) 2012 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:202 / 213
页数:12
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