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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2021.764776</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Opinion</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Deep Brain Stimulation Neuromodulation for the Treatment of Mood Disorders: Obsessive Compulsive Disorder and Treatment Resistant Depression</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Marquez-Franco</surname> <given-names>Rene</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1343401/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Carrillo-Ruiz</surname> <given-names>Jose Damian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1327886/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Velasco</surname> <given-names>Ana Luisa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/719012/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Velasco</surname> <given-names>Francisco</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1337028/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Unit for Stereotactic and Functional Neurosurgery, Mexico General Hospital &#x0201C;Dr. Eduardo Liceaga&#x0201D;</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country></aff>
<aff id="aff2"><sup>2</sup><institution>Facultad de Ciencias de la Salud, Universidad An&#x000E1;huac M&#x000E9;xico</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Eduardo Joaquim Lopes Alho, University of S&#x000E3;o Paulo, Brazil</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ernest Pedapati, Cincinnati Children&#x00027;s Hospital Medical Center, United States; Faisal Al-Otaibi, Alfaisal University, Saudi Arabia</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Francisco Velasco <email>slanfe39&#x00040;gmail.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Neuroimaging and Stimulation, a section of the journal Frontiers in Psychiatry</p></fn></author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>764776</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Marquez-Franco, Carrillo-Ruiz, Velasco and Velasco.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Marquez-Franco, Carrillo-Ruiz, Velasco and Velasco</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>  <kwd-group>
<kwd>neuromodulation</kwd>
<kwd>deep brain stimulation</kwd>
<kwd>tractography</kwd>
<kwd>mood disorders</kwd>
<kwd>treatment resistant depression</kwd>
<kwd>obsessive compulsive disorder</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="6"/>
<word-count count="4465"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Mood disorders like major depressive (MDD) and obsessive compulsive (OCD) disorders affects 300 million people worldwide, and 20&#x02013;30% are refractory to drug therapy (<xref ref-type="bibr" rid="B1">1</xref>). OCD could lead to a lifetime of disabling symptoms while treatment resistant depression (TRD) could lead to suicidal attempts (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Symptoms common to both disorders include anxiety, sleep disturbances and disruption of selective attention, in contrast to the obsessive thinking and compulsive behavior in OCD, and guilt, concentration problems, sadness and passive behavior in MDD (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Deep Brain Stimulation (DBS) has been proposed to treat patient&#x00027;s refractory to drug treatment of these disabling disorders in the same surgical target&#x00027;s network (<xref ref-type="bibr" rid="B5">5</xref>). Using probabilistic tractography we visualized that all the proposed targets for the treatment of these disorders have a structural connectivity with the orbitofrontal cortex (OFC), indicating that both pathologies involve dysfunction networks that link OFC with different subcortical and cortical structures (<xref ref-type="bibr" rid="B6">6</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). In this report we analyze the physiological, anatomical and biochemical characteristics of the OFC subcortical connections, as well as the mechanisms of DBS, to explain why DBS of the different targets with common structural connectivity may control obsessive-compulsive as well as depressive symptoms, seeking to improve future DBS therapy.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>(A)</bold> Visualization of white matter fiber bundle using probabilistic tractography, that connects orbitofrontal cortex with mesencephalic structures, superimposed to MRI sections in sagittal (left), coronal (center) and axial (right) views. Neuromodulation targets in DBS therapy in research for OCD and TRD, 1, Inferior Thalamic Peduncle; 2, Stria Terminalis; 3, Middle Forebrain Bundle. <bold>(B)</bold> On the left, electrocortical potentials induced recruiting responses by low frequency stimulation (8 Hz, 450 &#x003BC;s, 6.0 V.) and on the right, desynchronization induced by high frequency stimulation (60 Hz, 90 &#x003BC;s, 3.5 V.) on ITP, midline thalamic nuclei and OFC. Adapted from (<xref ref-type="bibr" rid="B16">16</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-12-764776-g0001.tif"/>
</fig>
<sec>
<title>Neurophysiological Background</title>
<p>Early neurophysiological reports described two systems within the central nervous system, the one linked to transmit single sensory modalities named specific and the other to facilitate the perception of all sensory modalities named non-specific systems (<xref ref-type="bibr" rid="B7">7</xref>). Simultaneously, it was reported that punctual low frequency stimulation (LFS) of any midline and intra-laminar thalamic nuclei in cats induced widespread 8 cps monophasic, waxing and waning cortical potentials, named recruiting responses (<xref ref-type="bibr" rid="B8">8</xref>), while high frequency stimulation (HFS) in the same locus induced generalized cortical desynchronization (<xref ref-type="bibr" rid="B9">9</xref>). LFS of OFC non-specific thalamic nuclei is accompanied by sleepy and inattentive behavior while HFS awaked the animals and increased selective attention (<xref ref-type="bibr" rid="B10">10</xref>). Two decades later it was reported that LFS of OFC and their fibers connecting with non-specific thalamic nuclei (NST) in cats induced the same generalized cortical recruiting responses, accompanied by sleeping and inattentive behavior (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>In contrast, lesions of the OFC plus the ventral caudate nucleus render the cat hyperactive, with compulsive walking and eating and without orienting reaction. Lesions restricted to mesial OFC, or cooling of fibers connecting OFC with NST in the inferior thalamic peduncle (ITP) blocked recruiting responses and induced methodic walking, with animals unable to switch directions in the presence of an obstacle and remaining pawing the cage, they persevered following a visual stimulus regardless its information content (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). In humans, sub caudate leucotomies interrupting OFC pathways and ventral caudate nucleus induce compulsive hyperactivity and impaired attention (<xref ref-type="bibr" rid="B14">14</xref>). In contrast, lesions circumscribed to the posterior mesial OFC (area 13) were effective to improve medical treatment resistant depression (TRD) in a large series (<xref ref-type="bibr" rid="B15">15</xref>). LFS induced recruiting responses and HFS cortical desynchronization induced by centromedian thalamic nuclei in patients with epilepsy (<xref ref-type="bibr" rid="B16">16</xref>) and inferior thalamic peduncle in patients with TRD and OCD, have been used to confirm the correct position of DBS electrodes in non-specific system. However, LFS to induce recruiting responses requires 8&#x02013;15 V., 450 &#x003BC;s and 8 cps stimulation, while HFS inducing cortical desynchronization requires 2&#x02013;5 V, 90 &#x003BC;sand &#x0003E; 60Hz (<xref ref-type="bibr" rid="B17">17</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
</sec>
<sec>
<title>Anatomical Background</title>
<p>Pathways between OFC and NST, cortical (pre-piriform, anterior ventral frontal, cingulate and sugenual limbic cortices) and basal ganglia (caudate and putamen) are bidirectional and their inactivation produce similar effects on recruiting responses, spindle burst and motor behavior (<xref ref-type="bibr" rid="B18">18</xref>&#x02013;<xref ref-type="bibr" rid="B21">21</xref>). Sub cortical connections include ventral striatum, hypothalamus, Nucleus Acumbens (NAcc), substantia nigra, and ventral tegmental area. Dysfunction of these circuit results in disinhibition, impulsiveness and emotional lability with and low tolerance to change strategies and impaired performance in a task related to reward and punishment (<xref ref-type="bibr" rid="B22">22</xref>). Mesencephalic connections with OFC are bilateral (<xref ref-type="bibr" rid="B23">23</xref>) most likely through the Middle Forebrain Bundle (MFB), unilateral lesions in these connections near the mesencephalon renders the patient inattentive to contralateral limbs, indicating that the connections are involved in the process of selective attention (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Lesions in OFC, caudate nucleus and cingulate gyrus in humans and animals indicate that these anatomical areas are implicated in the evaluation of stimulus significance as positive (rewarding) and negative (punishing) and critical for habit learning and acquisition of stereotyped behavior (<xref ref-type="bibr" rid="B26">26</xref>). OFC lesions in humans derive to difficult decision making through estimating the positive or negative consequence of particular actions (<xref ref-type="bibr" rid="B27">27</xref>), resulting in abnormalities in reward expectations and preferences (<xref ref-type="bibr" rid="B28">28</xref>). Ventromedial OFC lesions decrease prediction on winning in gambling tasks and its metabolic activity is proportional to the uncertainty of outcomes (<xref ref-type="bibr" rid="B29">29</xref>). Restricted chemical lesions of rostral cingulate gyrus render the monkeys incapable in selecting actions based on reward associated paradigms (<xref ref-type="bibr" rid="B29">29</xref>), OFC and cingulate gyrus influence emotional value of stimuli and selects the behavioral response based in previous experiences. Basal ganglia and NST mediate patterns generated in brain stem circuits, spinal cord (motor patterns) and those generated in the cerebral cortex (cognitive patterns). In OCD, the cortical-basal ganglia system is unable to shift from one priority to another and remains locked to a specific behavior (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B26">26</xref>).</p>
</sec>
<sec>
<title>Neurochemical Substrates of MDD and OCD</title>
<p>Paroxetine, a serotonin re-uptake inhibitor, improves OCD and MDD, which provides evidence of relationship between serotoninergic dysfunction in these disorders. In an experimental model of perseverative behavior induced by chemical OFC lesions in rats, associated to a paradigm of luminous signal indicating food rewarding by pressing a lever (<xref ref-type="bibr" rid="B30">30</xref>), Thereafter, luminous signal was attenuated and pressing the lever was no longer associated with rewarding. Lesioned animals were compared with intact rats as far as the excessive lever pressing (ELP) after luminous attenuation. While intact animals learned not to respond to attenuated luminous signal after one or two trials, Lesioned animals persevered in ELP. This perseverative behavior was prevented by the administration of Paroxetine. At the end [3H] imipramine binding was determined in striatal cell membranes as evidence of adrenergic transporter, since the striatal cell membranes are devoid of adrenergic transporters, increase in imipramine binding was due to increase of serotoninergic transporters in lesioned animals. In other experiments, restricted chemical lesions in rostral cingulum gyrus render monkeys incapable of selecting actions on reward association paradigms (<xref ref-type="bibr" rid="B31">31</xref>), while ventromedial OFC lesions restrict the prediction of winning responses in gambling tasks and metabolic activity in OFC was proportional to uncertainty of outcomes (<xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Several neurotransmitters, neuropeptides and hormones are involved in the physiopathology of MDD (<xref ref-type="bibr" rid="B1">1</xref>). Low levels of norepinephrine correlate with depression and high levels correlate with mania (<xref ref-type="bibr" rid="B32">32</xref>) and &#x003B1;2-noradrenergic presynaptic and &#x003B2;-adrenergic receptors were consistently found increased in the frontal lobes of depressed individuals that committed suicide (<xref ref-type="bibr" rid="B33">33</xref>). This has been interpreted as increase in receptor activity in response to decreased release of norepinephrine in depressed patients. Abnormal metabolism of 5- HT accounts for down regulation of &#x003B2;-adrenergic receptors and desensitization of 5-HT1A auto receptors in depressed patients (<xref ref-type="bibr" rid="B34">34</xref>). Dysregulation of 5-HT metabolism in depression correlates with over activity of OFC. Therefore, serotonin reuptake inhibitors increase serotonin availability and are potent antidepressants. Even more, a low-triptophan diet decreases serotonin synthesis and may lead to a relapse of depression (<xref ref-type="bibr" rid="B35">35</xref>). All these findings have linked the MDD with OFC cortico-basal ganglia network mediated by serotonin and adrenergic systems (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec>
<title>Imaging Studies</title>
<p>Increased metabolic activity in OFC is present in patients with MDD that normalizes when the symptoms are controlled by medication, as demonstrated in <sup>18</sup>FDG-PETstudies (<xref ref-type="bibr" rid="B37">37</xref>). In OCD increased metabolism has been reported also in OFC, and anterior dorsolateral prefrontal cortex, ventral caudate nucleus and medial thalamus (<xref ref-type="bibr" rid="B38">38</xref>). Provocative maneuvers that increase OCD symptoms increase regional cerebral blood flow (rCBF) and metabolic activity in right lateral dorsal-frontal cortex, while improvement induced by chlor-imipramine correlated with the largest metabolic change on right anterior orbitofrontal cortex. Moreover, left anterior OFC activation correlated positively with symptom intensity, while left posterior OFC activation correlated negatively with symptom intensity (<xref ref-type="bibr" rid="B38">38</xref>). In a subsequent study, regional metabolic activity in OFC was carried out dividing OFC in anterior-lateral and posterior-medial segments, with different cytoarchitecture and patterns of connectivity. Metabolic PET studies in OCD patients revealed that posterior medial OFC showed maximal hyperactivity that decreased with the administration of Paroxetine, probably mediating OCD symptoms. In contrast, anterior-lateral OFC increased metabolic activity when OCD symptoms improved. Posterior medial OFC connects mainly with cortical and subcortical limbic regions and probably mediates emotional symptoms, while anterior lateral connects with thalamic and associative pre-frontal cortices mediating cognitive decisions (<xref ref-type="bibr" rid="B39">39</xref>).</p>
</sec>
<sec>
<title>Neuromodulation for the Treatment of OCD and TRD</title>
<p>Electrical stimulation generated through an implantable pulse generator and connected to multi-contact electrodes implanted into the brain, known as DBS, was proposed for the first time in 1999 to treat OCD patients, using the anterior limb of the internal capsule (ALIC) (<xref ref-type="bibr" rid="B40">40</xref>), that had proven to be an effective target for radiofrequency and radiosurgery lesions (<xref ref-type="bibr" rid="B41">41</xref>). Neuromodulation using DBS for the treatment of intractable mental illness are based on a neural network theory in which it is postulated that a certain set of structurally and functionally connected regions of the brain work together to maintain normal regulation of mood (<xref ref-type="bibr" rid="B42">42</xref>). DBS applied in the ITP, identified by trans-operative recruiting responses and cortical desynchronization resulted in an immediate improvement of a TRD (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Later on ITP-DBS was proposed to treat OCD symptoms with a favorable results (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>), however, in contrast to the immediate response obtained in MDD, in OCD the favorable effect appeared weeks to months after the onset of DBS (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Videos</xref>). Other targets for treating OCD include the basal nucleus of the stria terminalis (BNST) (<xref ref-type="bibr" rid="B46">46</xref>), the NAcc, and the superior lateral branch of the middle forebrain bundle (slMFB) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Beyond the selected target to treat OCD and TRD there are questions that need to be resolved for improving DBS in the treatment of mental illness:</p>
<list list-type="order">
<list-item><p><bold>Stimulation Parameters</bold>: DBS for the treatment of TRD and OCD in different targets has been performed with HFS (&#x0003E;60 Hz, &#x000B1; 90 &#x003BC;s and 3.0 V.) derived from experience of DBS in movement disorders. As mentioned before, HFS increases alertness and hyperkinesia when applied to non-specific reticulo-thalamic system, while LFS (8 cps, 450 &#x003BC;s, &#x0003E;5.0 V.) is required to induce cortical synchronization and hipokynesia. Lesions and HFS applied in the white matter fiber bundle between red nucleus and sub thalamic nucleus, within the prelemniscal radiations (Raprl) for the treatment of Parkinson&#x00027;s disease on a white matter fiber bundle connecting mesencephalon with the OFC, reduced hipokynesia (<xref ref-type="bibr" rid="B47">47</xref>) and induce a highly significant decrease in the metabolic activity of OFC in both sides (<xref ref-type="bibr" rid="B48">48</xref>). This white matter fiber bundle has been identified as the superior lateral branch of the middle forebrain bundle (slMFB) and reported effective in controlling TRD and OCD (<xref ref-type="bibr" rid="B6">6</xref>). Therefore, DBS on ALIC, ITP and MFB are effective in releasing symptoms of both disorders.</p>
<p>Although the cellular mechanisms of HFS and LFS DBS are complex (<xref ref-type="bibr" rid="B49">49</xref>), LFS in some targets is more effective in controlling specific symptoms, as in the case of peduncle-pontine nucleus for control of gait (<xref ref-type="bibr" rid="B50">50</xref>) or the cortical stimulation to control pain (<xref ref-type="bibr" rid="B51">51</xref>). In a model of perseverative behavior induced by administration of (8) OH-DPTA, LFS of midline and reticular nuclei induced significant reductions of perseverative responses (<xref ref-type="bibr" rid="B52">52</xref>). Perhaps the best indication to test the effects of HFS and LFS in mental disorders would be the cases such as of MFB-DBS in a patient with bipolar TRD and comorbid OCD reported (<xref ref-type="bibr" rid="B53">53</xref>).</p></list-item>
<list-item><p><bold>Target Size and Location</bold>: DBS systems are designed to stimulate discrete areas around the active contacts, therefore, the target&#x00027;s volume must be small, precisely localized by imaging and electrophysiological methods and away from other structures that could induce undesirable effects. As proposed by Spiegel and Wycis in the 1963, conforming lesions in cerebral nuclei is complicated in view of their shape and size, in contrast, white matter fiber bundles connecting nuclei may represent a better volume for lesioning or stimulation (<xref ref-type="bibr" rid="B54">54</xref>). With the advances in probabilistic and deterministic tractography, the stereotactic location of different white matter fiber bundles can be precisely identified, moreover, the point of maximal proximity of the fiber bundles can be determined and would represent the optimum site for DBS or lesioning for the selected target.</p></list-item>
<list-item><p><bold>Trans-Operative Confirmation of the Target:</bold> Recording electrophysiological signals through microelectrodes helps to confirm cellular activity of nuclei. Electrophysiological responses to LFA and HFS helps to optimize the location of fiber bundles in several targets (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Trans-operative HFS stimulation through DBS electrodes alert the proximity of nuclei and fibers that may induce undesirable effects when conforming DBS volume.</p></list-item>
</list>
</sec>
</sec>
<sec sec-type="conclusions" id="s2">
<title>Conclusions</title>
<p>Reticular-thalamic-cortical system mediates contrasting functions like sleep-wakefulness cycles, attentive and non-attentive conditions, approaching or avoiding behaviors. DBS to treat TRD and refractory OCD should focus in: 1. Determining by Diffuse Weighted Imaging (DWI) if posterior medial and anterolateral OFC are connected with cortical and subcortical structures by different fiber tracts, running in parallel and mediating depressive vs. obsessive compulsive behaviors. 2. If in the same fiber tract low frequency high amplitude improves OCD and high frequency low amplitude improves TRD, in the same way that non-specific thalamic nuclei low frequency high amplitude stimulation induces sleep and high frequency low amplitude induces awakening. Optimization of therapy will include probabilistic and/or deterministic tractography guiding electrode implantation, high amplitude low frequency vs. low amplitude stimulation and size and location of the target, away from structures where DBS could induce undesirable side effects.</p>
</sec>
<sec id="s3">
<title>Author Contributions</title>
<p>FV: original idea, manuscript writing, and surgeon in charge of the mood disorders (OCD and TRD) patients that underwent to surgery. RM-F: probabilistic tractography analysis and manuscript writing. JC-R: surgeon in charge of the mood disorders (OCD and TRD) patients that underwent to surgery. AV: neurologic evaluation and neurophysiological recordings of patients that underwent to surgery for mood disorders (OCD and TRD). All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s4">
<title>Funding</title>
<p>RM-F is a doctoral student from the Programa de Doctorado en Ciencias Biom&#x000E9;dicas, Universidad Nacional Aut&#x000F3;noma de M&#x000E9;xico (UNAM) and has received from the Consejo Nacional de Humanidades, Ciencias y Tecnolog&#x000ED;as (CONAHCYT) the fellowship number 939081.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s5">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> </body>
<back>
<ack><p>The assistance provided by Dr. Luis Concha was greatly appreciated. He offered valuable data and support in the analysis of the probabilistic tractography figure. The comments given by independent reviewers: Dr. Irma Corlay and Dr. Eduardo Garza, were greatly valued and served as a solid background of the psychiatric view point. We would like to thanks the Programa de Doctorado en Ciencias Biom&#x000E9;dicas, Universidad Nacional Aut&#x000F3;noma de M&#x000E9;xico (UNAM), and the Consejo Nacional de Humanidades, Ciencias y Tecnolog&#x000ED;as (CONAHCYT), for their support of RM-F during his PhD.</p>
</ack>
<sec sec-type="supplementary-material" id="s6">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyt.2021.764776/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyt.2021.764776/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Video_1.MP4" id="SM1" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"></supplementary-material>
<supplementary-material xlink:href="Video_2.MP4" id="SM2" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"></supplementary-material>
<supplementary-material xlink:href="Video_3.MP4" id="SM3" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"></supplementary-material>
<supplementary-material xlink:href="Video_4.MP4" id="SM4" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Videos</label>
<caption><p>Patient with TRD responding question of Zung&#x00027;s scale for Major Depressive Disorder, <bold>(A)</bold> Pre-operative condition, <bold>(B)</bold> Post-operative condition 2 days after onset of DBS on the ITP. <bold>(C)</bold> Pre-operative condition of a patient with OCD, answering questions of Y-BOCS, during an interview with the neuropsychologist. <bold>(D)</bold> Same patient interviewed 3 months after the onset of DBS in the ITP.</p> 
<p>Patient with TRD responding question of Zung&#x00027;s scale for Major Depressive Disorder,</p> 
<p>(1) Pre-Surgery, Zung Evaluation for Major Depressive Disorder: <ext-link ext-link-type="uri" xlink:href="https://drive.google.com/file/d/1hFQWGZ5yJUDKoiZ3CcM_9Hi3T-8pz216/view">https://drive.google.com/file/d/1hFQWGZ5yJUDKoiZ3CcM_9Hi3T-8pz216/view</ext-link>.</p> 
<p>(2) Post-operative condition 2 days after onset of DBS on the ITP. Post-Surgery, Zung Evaluation for Major Depressive Disorder: <ext-link ext-link-type="uri" xlink:href="https://drive.google.com/file/d/1uWQStQbiXLkcBmETHha6BX-PvR9oD-7y/view">https://drive.google.com/file/d/1uWQStQbiXLkcBmETHha6BX-PvR9oD-7y/view</ext-link>.</p> 
<p><italic>Pre-</italic>operative condition of a patient with OCD, answering questions of Y-BOCS, during an interview with the neuropsychologist.</p> 
<p>(1) Pre-Surgery: <ext-link ext-link-type="uri" xlink:href="https://drive.google.com/file/d/1WqiXRzt48LiGQcRAWiTKOzvM-VHzO3R3/view">https://drive.google.com/file/d/1WqiXRzt48LiGQcRAWiTKOzvM-VHzO3R3/view</ext-link>.</p> 
<p>(2) Post-Surgery, same patient interviewed 3 months after the onset of DBS in the ITP: <ext-link ext-link-type="uri" xlink:href="https://drive.google.com/file/d/1hGfouaVJK0a67icPegT-rEGvIfDGBffp/view">https://drive.google.com/file/d/1hGfouaVJK0a67icPegT-rEGvIfDGBffp/view</ext-link>.</p></caption></supplementary-material>
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