Background
Repetitive transcranial magnetic stimulation (TMS) of the dorsolateral prefrontal
cortex (DLPFC) is an established treatment for depression, but its underlying mechanism
of action remains unknown. Abnormalities in two large-scale neuronal networks—the
frontoparietal central executive network (CEN) and the medial prefrontal-medial parietal
default mode network (DMN)—are consistent findings in depression and potential therapeutic
targets for TMS. Here, we assessed the impact of TMS on activity in these networks
and their relation to treatment response.
Methods
We used resting state functional magnetic resonance imaging to measure functional
connectivity within and between the DMN and CEN in 17 depressed patients, before and
after a 5-week course of TMS. Motivated by prior reports, we focused on connectivity
seeded from the DLPFC and the subgenual cingulate, a key region closely aligned with
the DMN in depression. Connectivity was also compared with a cohort of 35 healthy
control subjects.
Results
Before treatment, functional connectivity in depressed patients was abnormally elevated
within the DMN and diminished within the CEN, and connectivity between these two networks
was altered. Transcranial magnetic stimulation normalized depression-related subgenual
hyperconnectivity in the DMN but did not alter connectivity in the CEN. Transcranial
magnetic stimulation also induced anticorrelated connectivity between the DLPFC and
medial prefrontal DMN nodes. Baseline subgenual connectivity predicted subsequent
clinical improvement.
Conclusions
Transcranial magnetic stimulation selectively modulates functional connectivity both
within and between the CEN and DMN, and modulation of subgenual cingulate connectivity
may play an important mechanistic role in alleviating depression. The results also
highlight potential neuroimaging biomarkers for predicting treatment response.
Key Words
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Biological PsychiatryAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Rapid-rate transcranial magnetic stimulation of left dorsolateral prefrontal cortex in drug-resistant depression.Lancet. 1996; 348: 233-237
- Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research.Clin Neurophysiol. 2009; 120: 2008-2039
- Daily left prefrontal transcranial magnetic stimulation therapy for major depressive disorder: A sham-controlled randomized trial.Arch Gen Psychiatry. 2010; 67: 507-516
- Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: A STAR*D report.Am J Psychiatry. 2006; 163: 1905-1917
- Evaluation of outcomes with citalopram for depression using measurement-based care in STAR*D: Implications for clinical practice.Am J Psychiatry. 2006; 163: 28-40
- The STAR*D study: A four-course meal that leaves us wanting more.Am J Psychiatry. 2006; 163: 1864-1866
- Neuropsychiatric applications of transcranial magnetic stimulation: A meta analysis.Int J Neuropsychopharmacol. 2002; 5: 73-103
- Antidepressant efficacy of high-frequency transcranial magnetic stimulation over the left dorsolateral prefrontal cortex in double-blind sham-controlled designs: A meta-analysis.Psychol Med. 2009; 39: 65-75
- Should we expand the toolbox of psychiatric treatment methods to include Repetitive Transcranial Magnetic Stimulation (rTMS)? A meta-analysis of the efficacy of rTMS in psychiatric disorders.J Clin Psychiatry. 2010; 71: 874-885
- Efficacy of transcranial magnetic stimulation targets for depression is related to intrinsic functional connectivity with the subgenual cingulate.Biol Psychiatry. 2012; 72: 595-603
- Non-invasive magnetic stimulation of human motor cortex.Lancet. 1985; 1: 1106-1107
- Concurrent TMS-fMRI and psychophysics reveal frontal influences on human retinotopic visual cortex.Curr Biol. 2006; 16: 1479-1488
- Concurrent brain-stimulation and neuroimaging for studies of cognition.Trends Cogn Sci. 2009; 13: 319-327
- Theta burst stimulation of the human motor cortex.Neuron. 2005; 45: 201-206
- Effect of physiological activity on an NMDA-dependent form of cortical plasticity in human.Cereb Cortex. 2008; 18: 563-570
- Frequency dependence of antidepressant response to left prefrontal repetitive transcranial magnetic stimulation (rTMS) as a function of baseline cerebral glucose metabolism.Biol Psychiatry. 1999; 46: 1603-1613
- Opposite effects of high and low frequency rTMS on regional brain activity in depressed patients.Biol Psychiatry. 2000; 48: 1133-1141
- The human brain is intrinsically organized into dynamic, anticorrelated functional networks.Proc Natl Acad Sci U S A. 2005; 102: 9673-9678
- Emerging concepts for the dynamical organization of resting-state activity in the brain.Nat Rev Neurosci. 2011; 12: 43-56
- Decoding subject-driven cognitive states with whole-brain connectivity patterns.Cereb Cortex. 2012; 22: 158-165
- Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging.Nat Rev Neurosci. 2007; 8: 700-711
- Medial prefrontal cortex and self-referential mental activity: Relation to a default mode of brain function.Proc Natl Acad Sci U S A. 2001; 98: 4259-4264
- A default mode of brain function.Proc Natl Acad Sci U S A. 2001; 98: 676-682
- Resting-state functional MRI in depression unmasks increased connectivity between networks via the dorsal nexus.Proc Natl Acad Sci U S A. 2010; 107: 11020-11025
- The default mode network and self-referential processes in depression.Proc Natl Acad Sci U S A. 2009; 106: 1942-1947
- Resting-state functional connectivity in major depression: Abnormally increased contributions from subgenual cingulate cortex and thalamus.Biol Psychiatry. 2007; 62: 429-437
- An integrative theory of prefrontal cortex function.Annu Rev Neurosci. 2001; 24: 167-202
- Daily repetitive transcranial magnetic stimulation (rTMS) improves mood in depression.Neuroreport. 1995; 6: 1853-1856
- Lateralized effect of rapid-rate transcranial magnetic stimulation of the prefrontal cortex on mood.Neurology. 1996; 46: 499-502
- Depression: Perspectives from affective neuroscience.Annu Rev Psychol. 2002; 53: 545-574
- The anatomy of melancholia--focal abnormalities of cerebral blood-flow in major depression.Psychol Med. 1992; 22: 607-615
- Reduction of prefrontal cortex glucose-metabolism common to three types of depression.Arch Gen Psychiatry. 1989; 46: 243-250
- Deep brain stimulation for treatment-resistant depression.Neuron. 2005; 45: 651-660
- Regional metabolic effects of fluoxetine in major depression: Serial changes and relationship to clinical response.Biol Psychiatry. 2000; 48: 830-843
- Activity and connectivity of brain mood regulating circuit in depression: A functional magnetic resonance study.Biol Psychiatry. 2005; 57: 1079-1088
- Default-mode brain dysfunction in mental disorders: A systematic review.Neurosci Biobehav Rev. 2009; 33: 279-296
- Cingulate cortex of the rhesus-monkey: II. Cortical afferents.J Comp Neurol. 262. 1987: 271-289
- Dorsolateral prefrontal cortex: Comparative cytoarchitectonic analysis in the human and the macaque brain and corticocortical connection patterns.Eur J Neurosci. 1999; 11: 1011-1036
- Interconnections between the prefrontal cortex and the premotor areas in the frontal lobe.J Comp Neurol. 1994; 341: 375-392
- Common cortical and subcortical targets of the dorsolateral prefrontal and posterior parietal cortices in the rhesus-monkey: Evidence for a distributed neural network subserving spatially guided behavior.J Neurosci. 1988; 8: 4049-4068
- Is the rostro-caudal axis of the frontal lobe hierarchical?.Nat Rev Neurosci. 10. 2009: 659-669
- Effects of model-based physiological noise correction on default mode network anti-correlations and correlations.Neuroimage. 2009; 47: 1448-1459
- Common blood flow changes across visual tasks: II. Decreases in cerebral cortex.J Cogn Neurosci. 9. 1997: 648-663
- Causal interactions between fronto-parietal central executive and default-mode networks in humans.Proc Natl Acad Sci U S A. 2013; 110: 19944-19949
- Functional anatomical correlates of antidepressant drug treatment assessed using PET measures of regional glucose metabolism.Eur Neuropsychopharmacol. 2002; 12: 527-544
- Regional cerebral blood flow changes after low-frequency transcranial magnetic stimulation of the right dorsolateral prefrontal cortex in treatment-resistant depression.Neuropsychobiology. 2008; 58: 29-36
- Serial vagus nerve stimulation functional MRI in treatment-resistant depression.Neuropsychopharmacology. 2007; 32: 1649-1660
- Prediction of antidepressant effects of sleep deprivation by metabolic rates in the ventral anterior cingulate and medial prefrontal cortex.Am J Psychiatry. 1999; 156: 1149-1158
- Neuroanatomical correlates of therapeutic efficacy of low-frequency right prefrontal transcranial magnetic stimulation in treatment-resistant depression.Psychiatry Clin Neurosci. 2011; 65: 175-182
- Reciprocal limbic-cortical function and negative mood: Converging PET findings in depression and normal sadness.Am J Psychiatry. 1999; 156: 675-682
- Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): Use of a cluster-size threshold.Magn Reson Med. 33. 1995: 636-647
- The default mode network and self-referential processes in depression.Proc Natl Acad Sci U S A. 2009; 106: 1942-1947
- An analysis of functional neuroimaging studies of dorsolateral prefrontal cortical activity in depression.Psychiatry Res. 2006; 148: 33-45
- Increased amygdala and decreased dorsolateral prefrontal BOLD responses in unipolar depression: Related and independent features.Biol Psychiatry. 2007; 61: 198-209
- Psychosocial stress reversibly disrupts prefrontal processing and attentional control.Proc Natl Acad Sci U S A. 2009; 106: 912-917
- Therapeutic application of repetitive transcranial magnetic stimulation: A review.Clin Neurophysiol. 2001; 112: 1367-1377
- Cortico-cortical connectivity of the human mid-dorsolateral frontal cortex and its modulation by repetitive transcranial magnetic stimulation.Eur J Neurosci. 2001; 14: 1405-1411
- Intensity-dependent regional cerebral blood flow during 1-Hz repetitive transcranial magnetic stimulation (rTMS) in healthy volunteers studied with (H2O)-O-15 positron emission tomography: II. Effects of prefrontal cortex rTMS.Biol Psychiatry. 2003; 54: 826-832
- Left prefrontal-repetitive transcranial magnetic stimulation (rTMS) and regional cerebral glucose metabolism in normal volunteers.Psychiatry Res. 2002; 115: 101-113
- The effects of subthreshold 1 Hz repetitive TMS on cortico-cortical and interhemispheric coherence.Clin Neurophysiol. 2002; 113: 1279-1285
- Persistent effects of high frequency repetitive TMS on the coupling between motor areas in the human.Exp Brain Res. 2003; 149: 107-113
- Observation of EEG coherence after repetitive transcranial magnetic stimulation.Clin Neurophysiol. 2000; 111: 1620-1631
- Repetitive transcranial magnetic stimulation of the supplementary motor area (SMA) degrades bimanual movement control in humans.Neurosci Lett. 2002; 328: 89-92
- Low-frequency rTMS over lateral premotor cortex induces lasting changes in regional activation and functional coupling of cortical motor areas.Clin Neurophysiol. 2003; 114: 1628-1637
- Posterior parietal cortex in rhesus-monkey: II. Evidence for segregated corticocortical networks linking sensory and limbic areas with the frontal lobe.J Comp Neurol. 1989; 287: 422-445
- Posterior parietal cortex in rhesus-monkey: I. Parcellation of areas based on distinctive limbic and sensory corticocortical connections.J Comp Neurol. 1989; 287: 393-421
- Mapping causal interregional influences with concurrent TMS-fMRI.Exp Brain Res. 2008; 191: 383-402
- Dorsal premotor cortex exerts state-dependent causal influences on activity in contralateral primary motor and dorsal premotor cortex.Cereb Cortex. 2008; 18: 1281-1291
- Modulation of EEG functional connectivity networks in subjects undergoing repetitive transcranial magnetic stimulation.Brain Topogr. 2014; 27: 172-191
- The effect of voluntary contraction on cortico-cortical inhibition in human motor cortex.J Physiol. 1995; 487: 541-548
- Transcranial magnetic stimulation modulates the brain’s intrinsic activity in a frequency-dependent manner.Proc Natl Acad Sci U S A. 2011; 108: 21229-21234
- Spontaneous attentional fluctuations in impaired states and pathological conditions: A neurobiological hypothesis.Neurosci Biobehav Rev. 2007; 31: 977-986
- The role of default network deactivation in cognition and disease.Trends Cogn Sci. 2012; 16: 584-592
- Resting-state cortico-thalamic-striatal connectivity predicts response to dorsomedial prefrontal rTMS in major depressive disorder.Neuropsychopharmacology. 2014; 39: 488-498
- Functional connectivity of brain structures correlates with treatment outcome in major depressive disorder.Front Psychiatry. 2011; 2: 7
- Short-term antidepressant administration reduces default mode and task-positive network connectivity in healthy individuals during rest.Neuroimage. 2013; 88C: 47-53
Article info
Publication history
Published online: February 07, 2014
Accepted:
January 11,
2014
Received in revised form:
December 18,
2013
Received:
July 29,
2013
Footnotes
Authors CL and ACC contributed equally to this work.
Identification
Copyright
© 2014 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved.