Functional connectivity of the left DLPFC to striatum predicts treatment response of depression to TMS

BACKGROUND Repetitive transcranial magnetic stimulation (TMS) is a non-invasive, safe, and efficacious treatment for depression. TMS has been shown to normalize abnormal functional connectivity of cortico-cortical circuits in depression and baseline functional connectivity of these circuits predicts treatment response. Less is known about the relationship between functional connectivity of frontostriatal circuits and treatment response. OBJECTIVE/HYPOTHESIS We investigated whether baseline functional connectivity of distinct frontostriatal circuits predicted response to TMS. METHODS Resting-state fMRI (rsfMRI) was acquired in 27 currently depressed subjects with treatment resistant depression and 27 healthy controls. Depressed subjects were treated with 5 weeks of daily TMS over the left dorsolateral prefrontal cortex (DLPFC). The functional connectivity between limbic, executive, rostral motor, and caudal motor regions of frontal cortex and their corresponding striatal targets were determined at baseline using an existing atlas based on diffusion tensor imaging. TMS treatment response was measured by percent reduction in the 24-item Hamilton Depression Rating Scale (HAMD24). In an exploratory analysis, correlations were determined between baseline functional connectivity and TMS treatment response. RESULTS Seven cortical clusters belonging to the executive and rostral motor frontostriatal projections had reduced functional connectivity in depression compared to healthy controls. No frontostriatal projections showed increased functional connectivity in depression (voxel-wise p < 0.01, family-wise α < 0.01). Only baseline functional connectivity between the left DLPFC and the striatum predicted TMS response. Higher baseline functional connectivity correlated with greater reductions in HAMD24 (Pearson's R = 0.58, p = 0.002). CONCLUSION(S) In an exploratory analysis, higher functional connectivity between the left DLPFC and striatum predicted better treatment response. Our findings suggest that the antidepressant mechanism of action of TMS may require connectivity from cortex proximal to the stimulation site to the striatum.

[1]  B. Biswal,et al.  Functional connectivity of human striatum: a resting state FMRI study. , 2008, Cerebral cortex.

[2]  H. Möller,et al.  Striatal dopamine release after prefrontal repetitive transcranial magnetic stimulation in major depression: preliminary results of a dynamic [123I] IBZM SPECT study. , 2006, Journal of psychiatric research.

[3]  A. Laird,et al.  An analysis of functional neuroimaging studies of dorsolateral prefrontal cortical activity in depression , 2006, Psychiatry Research: Neuroimaging.

[4]  H. Kraemer,et al.  Report by the ACNP Task Force on Response and Remission in Major Depressive Disorder , 2006, Neuropsychopharmacology.

[5]  S. Rossi,et al.  Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research , 2009, Clinical Neurophysiology.

[6]  M. Lowe,et al.  Activity and Connectivity of Brain Mood Regulating Circuit in Depression: A Functional Magnetic Resonance Study , 2005, Biological Psychiatry.

[7]  Joseph Geraci,et al.  Resting-State Cortico-Thalamic-Striatal Connectivity Predicts Response to Dorsomedial Prefrontal rTMS in Major Depressive Disorder , 2013, Neuropsychopharmacology.

[8]  Alvaro Pascual-Leone,et al.  Identification of reproducible individualized targets for treatment of depression with TMS based on intrinsic connectivity , 2013, NeuroImage.

[9]  I. Gotlib,et al.  Cognition and depression: current status and future directions. , 2010, Annual review of clinical psychology.

[10]  Sun I. Kim,et al.  Frontostriatal Connectivity Changes in Major Depressive Disorder After Repetitive Transcranial Magnetic Stimulation: A Randomized Sham-Controlled Study. , 2016, The Journal of clinical psychiatry.

[11]  William W. McDonald,et al.  Efficacy and Safety of Transcranial Magnetic Stimulation in the Acute Treatment of Major Depression: A Multisite Randomized Controlled Trial , 2007, Biological Psychiatry.

[12]  S. Haber The primate basal ganglia: parallel and integrative networks , 2003, Journal of Chemical Neuroanatomy.

[13]  C. Beevers,et al.  Neural mechanisms of the cognitive model of depression , 2011, Nature Reviews Neuroscience.

[14]  E. Hollander,et al.  Efficacy and safety of deep transcranial magnetic stimulation for major depression: a prospective multicenter randomized controlled trial , 2015, World Psychiatry.

[15]  H. Hoek,et al.  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. , 2010, The Journal of clinical psychiatry.

[16]  G. Glover,et al.  Resting-State Functional Connectivity in Major Depression: Abnormally Increased Contributions from Subgenual Cingulate Cortex and Thalamus , 2007, Biological Psychiatry.

[17]  Simon J Graham,et al.  Functional neuroanatomical substrates of altered reward processing in major depressive disorder revealed by a dopaminergic probe. , 2005, Archives of general psychiatry.

[18]  G. Dichter,et al.  A systematic review of relations between resting-state functional-MRI and treatment response in major depressive disorder. , 2015, Journal of affective disorders.

[19]  J. Jankowski,et al.  A role of the basal ganglia and midbrain nuclei for initiation of motor sequences , 2008, NeuroImage.

[20]  R. Buckner,et al.  Efficacy of Transcranial Magnetic Stimulation Targets for Depression Is Related to Intrinsic Functional Connectivity with the Subgenual Cingulate , 2012, Biological Psychiatry.

[21]  G. E. Alexander,et al.  Parallel organization of functionally segregated circuits linking basal ganglia and cortex. , 1986, Annual review of neuroscience.

[22]  T. Paus,et al.  Repetitive Transcranial Magnetic Stimulation of the Human Prefrontal Cortex Induces Dopamine Release in the Caudate Nucleus , 2001, The Journal of Neuroscience.

[23]  William W. McDonald,et al.  Prefrontal rTMS for treating depression: Location and intensity results from the OPT-TMS multi-site clinical trial , 2013, Brain Stimulation.

[24]  H. Möller,et al.  Acute prefrontal rTMS increases striatal dopamine to a similar degree as d-amphetamine , 2007, Psychiatry Research: Neuroimaging.

[25]  M. Mintun,et al.  The default mode network and self-referential processes in depression , 2009, Proceedings of the National Academy of Sciences.

[26]  Xiang Wang,et al.  Evidence of a Dissociation Pattern in Resting-State Default Mode Network Connectivity in First-Episode, Treatment-Naive Major Depression Patients , 2012, Biological Psychiatry.

[27]  Angela R Laird,et al.  A meta‐analytic study of changes in brain activation in depression , 2008, Human brain mapping.

[28]  Paul B. Fitzgerald,et al.  Exploring the optimal site for the localization of dorsolateral prefrontal cortex in brain stimulation experiments , 2009, Brain Stimulation.

[29]  Á. Pascual-Leone,et al.  Rapid-rate transcranial magnetic stimulation of left dorsolateral prefrontal cortex in drug-resistant depression , 1996, The Lancet.

[30]  M. Berlim,et al.  Deep transcranial magnetic stimulation (DTMS) in the treatment of major depression: An exploratory systematic review and meta-analysis. , 2015, Journal of affective disorders.

[31]  G. Di Chiara,et al.  Cocaine and Amphetamine Increase Extracellular Dopamine in the Nucleus Accumbens of Mice Lacking the Dopamine Transporter Gene , 2001, The Journal of Neuroscience.

[32]  E. Bora,et al.  Meta-analysis of volumetric abnormalities in cortico-striatal-pallidal-thalamic circuits in major depressive disorder , 2011, Psychological Medicine.

[33]  Mark S. George,et al.  An efficient and accurate new method for locating the F3 position for prefrontal TMS applications , 2009, Brain Stimulation.

[34]  Short-term efficacy of repetitive transcranial magnetic stimulation (rTMS) in depression- reanalysis of data from meta-analyses up to 2010 , 2014, BMC psychology.

[35]  K. Krishnan,et al.  Magnetic resonance imaging of the caudate nuclei in depression. Preliminary observations. , 1992, Archives of general psychiatry.

[36]  K. Foote,et al.  Deep Brain Stimulation for Treatment-resistant Depression: Systematic Review of Clinical Outcomes , 2014, Neurotherapeutics.

[37]  M. George Transcranial magnetic stimulation for the treatment of depression , 2010, Expert review of neurotherapeutics.

[38]  Conor Liston,et al.  Default Mode Network Mechanisms of Transcranial Magnetic Stimulation in Depression , 2014, Biological Psychiatry.

[39]  P Videbech,et al.  PET measurements of brain glucose metabolism and blood flow in major depressive disorder: a critical review , 2000, Acta psychiatrica Scandinavica.

[40]  Catie Chang,et al.  Effects of model-based physiological noise correction on default mode network anti-correlations and correlations , 2009, NeuroImage.

[41]  E. Theodorsson,et al.  Higher perceived stress and poorer health reflected in elevated cortisol concentrations measured in extracts of hair from middle-aged healthy women , 2014 .

[42]  John W. Thatcher,et al.  Striatal circuit function is associated with prior self-harm in remitted major depression , 2013, Neuroscience Letters.

[43]  W. Hulstijn,et al.  Differential patterns of psychomotor functioning in unmedicated melancholic and nonmelancholic depressed patients. , 2004, Journal of psychiatric research.

[44]  S. Leh,et al.  Fronto-striatal connections in the human brain: A probabilistic diffusion tractography study , 2007, Neuroscience Letters.

[45]  Daniella J. Furman,et al.  Frontostriatal functional connectivity in major depressive disorder , 2011, Biology of Mood & Anxiety Disorders.

[46]  Yukio Mano,et al.  Effects of acute repetitive transcranial magnetic stimulation on dopamine release in the rat dorsolateral striatum , 2004, Journal of the Neurological Sciences.

[47]  Daniella J. Furman,et al.  Functional neuroimaging of major depressive disorder: a meta-analysis and new integration of base line activation and neural response data. , 2012, The American journal of psychiatry.

[48]  H. Solvason,et al.  TRANSCRANIAL MAGNETIC STIMULATION (TMS) FOR MAJOR DEPRESSION: A MULTISITE, NATURALISTIC, OBSERVATIONAL STUDY OF ACUTE TREATMENT OUTCOMES IN CLINICAL PRACTICE , 2012, Depression and anxiety.

[49]  A. Grace Dysregulation of the dopamine system in the pathophysiology of schizophrenia and depression , 2016, Nature Reviews Neuroscience.

[50]  S. Debener,et al.  Default-mode brain dysfunction in mental disorders: A systematic review , 2009, Neuroscience & Biobehavioral Reviews.

[51]  J. John Mann,et al.  Transcranial Magnetic Stimulation of Left Dorsolateral Prefrontal Cortex Induces Brain Morphological Changes in Regions Associated with a Treatment Resistant Major Depressive Episode: An Exploratory Analysis , 2016, Brain Stimulation.

[52]  Mark A Frye,et al.  Principal components of the beck depression inventory and regional cerebral metabolism in unipolar and bipolar depression , 2002, Biological Psychiatry.

[53]  Mario Engelmann,et al.  Acute transcranial magnetic stimulation of frontal brain regions selectively modulates the release of vasopressin, biogenic amines and amino acids in the rat brain , 2000, The European journal of neuroscience.

[54]  J. Downar,et al.  Neurobiological mechanisms of repetitive transcranial magnetic stimulation of the dorsolateral prefrontal cortex in depression: a systematic review , 2015, Psychological Medicine.

[55]  Qiyong Gong,et al.  Resting-state functional connectivity in treatment-resistant depression. , 2011, The American journal of psychiatry.

[56]  John W. Thatcher,et al.  Aberrant functional connectivity of cortico-basal ganglia circuits in major depression , 2012, Neuroscience Letters.

[57]  Daniele Marinazzo,et al.  Accelerated HF-rTMS in treatment-resistant unipolar depression: Insights from subgenual anterior cingulate functional connectivity , 2014, The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry.

[58]  M. Mintun,et al.  Resting-state functional MRI in depression unmasks increased connectivity between networks via the dorsal nexus , 2010, Proceedings of the National Academy of Sciences.

[59]  W Hulstijn,et al.  Retardation in depression: assessment by means of simple motor tasks. , 1999, Journal of affective disorders.

[60]  Timothy Edward John Behrens,et al.  Connectivity-based functional analysis of dopamine release in the striatum using diffusion-weighted MRI and positron emission tomography. , 2014, Cerebral cortex.

[61]  Sarah H Lisanby,et al.  Daily left prefrontal transcranial magnetic stimulation therapy for major depressive disorder: a sham-controlled randomized trial. , 2010, Archives of general psychiatry.

[62]  B. Harrison,et al.  Specific functional connectivity alterations of the dorsal striatum in young people with depression , 2014, NeuroImage: Clinical.

[63]  B. Mulsant,et al.  NEUROBIOLOGICAL PREDICTORS OF RESPONSE TO DORSOLATERAL PREFRONTAL CORTEX REPETITIVE TRANSCRANIAL MAGNETIC STIMULATION IN DEPRESSION: A SYSTEMATIC REVIEW , 2015, Depression and anxiety.

[64]  Z. Daskalakis,et al.  Response, remission and drop-out rates following high-frequency repetitive transcranial magnetic stimulation (rTMS) for treating major depression: a systematic review and meta-analysis of randomized, double-blind and sham-controlled trials , 2013, Psychological Medicine.

[65]  V. Arolt,et al.  Reward Processing in Unipolar and Bipolar Depression: A Functional MRI Study , 2015, Neuropsychopharmacology.