Identification of reproducible individualized targets for treatment of depression with TMS based on intrinsic connectivity

被引:250
作者
Fox, Michael D. [1 ,2 ,3 ,4 ]
Liu, Hesheng [4 ]
Pascual-Leone, Alvaro [2 ,3 ,5 ]
机构
[1] Harvard Univ, Brigham & Womens Hosp, Sch Med, Massachusetts Gen Hosp, Boston, MA 02115 USA
[2] Beth Israel Deaconess Med Ctr, Berenson Allen Ctr Noninvas Brain Stimulat, Boston, MA 02215 USA
[3] Harvard Univ, Sch Med, Boston, MA USA
[4] Harvard Univ, Sch Med, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA USA
[5] Univ Autonoma Barcelona, Hosp Neurorehabil, Inst Guttmann, E-08193 Barcelona, Spain
基金
美国国家卫生研究院;
关键词
Transcranial magnetic stimulation; TMS; Intrinsic connectivity; Resting state functional connectivity; MRI; Subgenual; Dorsolateral prefrontal cortex; Depression; Individual differences; Variability; Seed map; TRANSCRANIAL MAGNETIC STIMULATION; DORSOLATERAL PREFRONTAL CORTEX; TEST-RETEST RELIABILITY; FUNCTIONAL CONNECTIVITY; BRAIN CONNECTIVITY; ANTERIOR CINGULATE; MAJOR DEPRESSION; RTMS; EFFICACY; PET;
D O I
10.1016/j.neuroimage.2012.10.082
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Transcranial magnetic stimulation (TMS) to the left dorsolateral prefrontal cortex (DLPFC) is used clinically for the treatment of depression however outcomes vary greatly between patients. We have shown that average clinical efficacy of different left DLPFC TMS sites is related to intrinsic functional connectivity with remote regions including the subgenual cingulate and suggested that functional connectivity with these remote regions might be used to identify optimized left DLPFC targets for TMS. However it remains unclear if and how this connectivity-based targeting approach should be applied at the single-subject level to potentially individualize therapy to specific patients. In this article we show that individual differences in DLPFC connectivity are large, reproducible across sessions, and can be used to generate individualized DLPFC TMS targets that may prove clinically superior to those selected on the basis of group-average connectivity. Factors likely to improve individualized targeting including the use of seed maps and the focality of stimulation are investigated and discussed. The techniques presented here may be applicable to individualized targeting of focal brain stimulation across a range of diseases and stimulation modalities and can be experimentally tested in clinical trials. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:151 / 160
页数:10
相关论文
共 64 条
  • [1] Comparison of "standard" and "navigated" procedures of TMS coil positioning over motor, premotor and prefrontal targets in patients with chronic pain and depression
    Ahdab, R.
    Ayache, S. S.
    Brugieres, P.
    Goujon, C.
    Lefaucheur, J. -P.
    [J]. NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, 2010, 40 (01): : 27 - 36
  • [2] Individual variability in functional connectivity predicts performance of a perceptual task
    Baldassarre, Antonello
    Lewis, Christopher M.
    Committeri, Giorgia
    Snyder, Abraham Z.
    Romani, Gian Luca
    Corbetta, Maurizio
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (09) : 3516 - 3521
  • [3] FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI
    BISWAL, B
    YETKIN, FZ
    HAUGHTON, VM
    HYDE, JS
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) : 537 - 541
  • [4] Test-retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures
    Braun, Urs
    Plichta, Michael M.
    Esslinger, Christine
    Sauer, Carina
    Haddad, Leila
    Grimm, Oliver
    Mier, Daniela
    Mohnke, Sebastian
    Heinz, Andreas
    Erk, Susanne
    Walter, Henrik
    Seiferth, Nina
    Kirsch, Peter
    Meyer-Lindenberg, Andreas
    [J]. NEUROIMAGE, 2012, 59 (02) : 1404 - 1412
  • [5] Neuropsychiatric applications of transcranial magnetic stimulation: a meta analysis
    Burt, T
    Lisanby, SH
    Sackeim, HA
    [J]. INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY, 2002, 5 (01) : 73 - 103
  • [6] Defining functional areas in individual human brains using resting functional connectivity MRI
    Cohen, Alexander L.
    Fair, Damien A.
    Dosenbach, Nico U. F.
    Miezin, Francis M.
    Dierker, Donna
    Van Essen, David C.
    Schlaggar, Bradley L.
    Petersen, Steven E.
    [J]. NEUROIMAGE, 2008, 41 (01) : 45 - 57
  • [7] Deng Z.D., 2012, BRAIN STIMUL
  • [8] The Subgenual Anterior Cingulate Cortex in Mood Disorders
    Drevets, Wayne C.
    Savitz, Jonathan
    [J]. CNS SPECTRUMS, 2008, 13 (08) : 663 - 681
  • [9] Functional anatomical correlates of antidepressant drug treatment assessed using PET measures of regional glucose metabolism
    Drevets, WC
    Bogers, W
    Raichle, ME
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2002, 12 (06) : 527 - 544
  • [10] Transcranial magnetic stimulation modulates the brain's intrinsic activity in a frequency-dependent manner
    Eldaief, Mark C.
    Halko, Mark A.
    Buckner, Randy L.
    Pascual-Leone, Alvaro
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (52) : 21229 - 21234