{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T21:20:08Z","timestamp":1791408008535,"version":"4.3.3"},"reference-count":35,"publisher":"Journal of Neurosurgery Publishing Group (JNSPG)","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JNS"],"published-print":{"date-parts":[[2011,11]]},"abstract":"<jats:sec>\n<jats:title>Object<\/jats:title>\n<jats:p>Due to the lack of internal anatomical detail with traditional MR imaging, preoperative stereotactic planning for the treatment of tremor usually relies on indirect targeting based on atlas-derived coordinates. The object of this study was to preliminarily investigate the role of probabilistic tractography\u2013based thalamic segmentation for deep brain stimulation (DBS) targeting for the treatment of tremor.<\/jats:p><\/jats:sec>\n<jats:sec>\n<jats:title>Methods<\/jats:title>\n<jats:p>Six patients undergoing bilateral implantation of DBS electrodes in the thalamus for the treatment of upper-extremity tremor were studied. All patients underwent stereotactic surgical implantation using traditional methods (based on indirect targeting methodologies and intraoperative macrostimulation findings) that were programmed for optimal efficacy, independent of tractography-based segmentations described in this report. Connectivity-based thalamic segmentations were derived by identifying with which of 7 cortical target regions each thalamic voxel had the highest probability of connectivity. The authors retrospectively analyzed the location of the optimal contact for treatment of tremor with connectivity-based thalamic segmentations. Findings from one institution (David Geffen School of Medicine at UCLA) were validated with results from 4 patients at another institution (University of Virginia Health System).<\/jats:p><\/jats:sec>\n<jats:sec>\n<jats:title>Results<\/jats:title>\n<jats:p>Of 12 electrodes implanted using traditional methodologies, all but one resulted in efficacious tremor control. Connectivity-based thalamic segmentation consistently revealed discrete thalamic regions having unique connectivity patterns with distinct cortical regions. Although the authors initially hypothesized that the most efficacious DBS contact for controlling tremor would colocalize with the thalamic region most highly connected with the primary motor cortex, they instead found it to highly colocalize with those thalamic voxels demonstrating a high probability of connectivity with premotor cortex (center-to-center distance: 0.36 \u00b1 0.55 mm). In contrast to the high degree of colocalization with optimal stimulation site, the precise localization of the premotor cortex\u2013defined thalamic region relative to the anterior and posterior commissures was highly variable. Having defined a connectivity-based target for thalamic stimulation in a cohort of patients at David Geffen School of Medicine at UCLA, the authors validated findings in 4 patients (5 electrodes) who underwent surgery at a different institution (University of Virginia Health System) by a different surgeon.<\/jats:p><\/jats:sec>\n<jats:sec>\n<jats:title>Conclusions<\/jats:title>\n<jats:p>This report identifies and provides preliminary external validation of a novel means of targeting a patient-specific therapeutic thalamic target for the treatment of tremor based on individualized analysis of thalamic connectivity patterns. This novel thalamic targeting approach is based on identifying the thalamic region with the highest probability of connectivity with premotor and supplementary motor cortices. This approach may prove to be advantageous over traditional preoperative methods of indirect targeting, providing patient-specific targets that could improve the precision, efficacy, and efficiency of deep brain stimulation surgery. Prospective evaluation and development of methodologies to make these analyses more widely available to neurosurgeons are likely warranted.<\/jats:p><\/jats:sec>","DOI":"10.3171\/2011.7.jns11250","type":"journal-article","created":{"date-parts":[[2011,8,19]],"date-time":"2011-08-19T13:59:20Z","timestamp":1313762360000},"page":"995-1004","source":"Crossref","is-referenced-by-count":121,"title":["Multi-institutional evaluation of deep brain stimulation targeting using probabilistic connectivity-based thalamic segmentation"],"prefix":"10.3171","volume":"115","author":[{"given":"Nader","family":"Pouratian","sequence":"first","affiliation":[{"name":"Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, California; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhong","family":"Zheng","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, California; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ausaf A.","family":"Bari","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, California; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eric","family":"Behnke","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, California; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"W. Jeff","family":"Elias","sequence":"additional","affiliation":[{"name":"Department of Neurological Surgery, University of Virginia Health System, Charlottesville, Virginia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio A. F.","family":"DeSalles","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, California; and"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1754","reference":[{"key":"b1-jns11250","series-title":"Neurosci Lett","first-page":"166","article-title":"A randomized comparison of thalamic stimulation and lesion on self-paced finger movement in essential tremor","volume":"462","author":"Anderson","year":"2009"},{"key":"b2-jns11250","series-title":"Acta Neurochir (Wien)","first-page":"2089","article-title":"A role of diffusion tensor imaging in movement disorder surgery","volume":"152","author":"Barkhoudarian","year":"2010"},{"key":"b3-jns11250","series-title":"Neuroimage","first-page":"144","article-title":"Probabilistic diffusion tractography with multiple fibre orientations: what can we gain?","volume":"34","author":"Behrens","year":"2007"},{"key":"b4-jns11250","series-title":"Nat Neurosci","first-page":"750","article-title":"Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging","volume":"6","author":"Behrens","year":"2003"},{"key":"b5-jns11250","series-title":"Magn Reson Med","first-page":"1077","article-title":"Characterization and propagation of uncertainty in diffusion-weighted MR imaging","volume":"50","author":"Behrens","year":"2003"},{"key":"b6-jns11250","series-title":"Ann Neurol","first-page":"108","article-title":"Stereotactic thalamotomy in tremor-dominant Parkinson's disease: an H2(15)O PET motor activation study","volume":"41","author":"Boecker","year":"1997"},{"key":"b7-jns11250","series-title":"Neurology","first-page":"1347","article-title":"Thalamic stimulation for essential tremor activates motor and deactivates vestibular cortex","volume":"56","author":"Ceballos-Baumann","year":"2001"},{"key":"b8-jns11250","series-title":"Acta Neurochir (Wien)","article-title":"A role of diffusion tensor imaging fiber tracking in deep brain stimulation surgery: DBS of the dentato-rubro-thalamic tract (drt) for the treatment of therapy-refractory tremor","author":"Coenen","year":"2011"},{"key":"b9-jns11250","series-title":"Neurosurgery","first-page":"1579","article-title":"Individual fiber anatomy of the subthalamic region revealed with DTI: a concept to identify the DBS target for tremor suppression","volume":"153","author":"Coenen","year":"2011"},{"key":"b10-jns11250","series-title":"PLoS One","first-page":"e13070","article-title":"Neuroimaging study designs, computational analyses and data provenance using the LONI Pipeline","volume":"5","author":"Dinov","year":"2010"},{"key":"b11-jns11250","series-title":"AJNR Am J Neuroradiol","first-page":"1222","article-title":"White matter involvement in idiopathic Parkinson disease: a diffusion tensor imaging study","volume":"30","author":"Gattellaro","year":"2009"},{"key":"b12-jns11250","series-title":"Science","first-page":"354","article-title":"Optical deconstruction of parkinsonian neural circuitry","volume":"324","author":"Gradinaru","year":"2009"},{"key":"b13-jns11250","series-title":"Neurosci Res","first-page":"149","article-title":"Neuronal activity in the primate supplementary, pre-supplementary and premotor cortex during externally and internally instructed sequential movements","volume":"20","author":"Halsband","year":"1994"},{"key":"b14-jns11250","series-title":"Neuroimage","first-page":"517","article-title":"Differential modulation of subcortical target and cortex during deep brain stimulation","volume":"18","author":"Haslinger","year":"2003"},{"key":"b15-jns11250","series-title":"Neuroimage","first-page":"115","article-title":"Automatic anatomical brain MRI segmentation combining label propagation and decision fusion","volume":"33","author":"Heckemann","year":"2006"},{"key":"b16-jns11250","series-title":"Med Image Anal","first-page":"143","article-title":"A global optimisation method for robust affine registration of brain images","volume":"5","author":"Jenkinson","year":"2001"},{"key":"b17-jns11250","series-title":"Cereb Cortex","first-page":"31","article-title":"Functional-anatomical validation and individual variation of diffusion tractography-based segmentation of the human thalamus","volume":"15","author":"Johansen-Berg","year":"2005"},{"key":"b18-jns11250","series-title":"Cereb Cortex","first-page":"1374","article-title":"Anatomical connectivity of the subgenual cingulate region targeted with deep brain stimulation for treatment-resistant depression","volume":"18","author":"Johansen-Berg","year":"2008"},{"issue":"3 Suppl Operative","key":"b19-jns11250","series-title":"Neurosurgery","first-page":"ONS161","article-title":"Anatomy of the human thalamus based on spontaneous contrast and microscopic voxels in high-field magnetic resonance imaging","volume":"66","author":"Lemaire","year":"2010"},{"key":"b20-jns11250","series-title":"AJNR Am J Neuroradiol","first-page":"1861","article-title":"White matter microstructure changes in the thalamus in Parkinson disease with depression: a diffusion tensor MR imaging study","volume":"31","author":"Li","year":"2010"},{"key":"b21-jns11250","series-title":"Stereotact Funct Neurosurg","first-page":"82","article-title":"Variability in position of the subthalamic nucleus targeted by magnetic resonance imaging and microelectrode recordings as compared to atlas co-ordinates","volume":"80","author":"Littlechild","year":"2003"},{"key":"b22-jns11250","series-title":"Neuroimage","first-page":"1175","article-title":"Connectivity-based segmentation of the substantia nigra in human and its implications in Parkinson's disease","volume":"52","author":"Menke","year":"2010"},{"key":"b23-jns11250","series-title":"Neuroinformatics","first-page":"381","article-title":"A probabilistic functional atlas of the human subthalamic nucleus","volume":"2","author":"Nowinski","year":"2004"},{"key":"b24-jns11250","series-title":"Stereotact Funct Neurosurg","first-page":"190","article-title":"A probabilistic functional atlas of the VIM nucleus constructed from pre-, intra- and postoperative electrophysiological and neuroimaging data acquired during the surgical treatment of Parkinson's disease patients","volume":"83","author":"Nowinski","year":"2005"},{"key":"b25-jns11250","series-title":"Eur Radiol","first-page":"130","article-title":"Optimal MRI methods for direct stereotactic targeting of the subthalamic nucleus and globus pallidus","volume":"21","author":"O'Gorman","year":"2011"},{"key":"b26-jns11250","series-title":"Neurology","first-page":"1388","article-title":"Blood flow responses to deep brain stimulation of thalamus","volume":"58","author":"Perlmutter","year":"2002"},{"issue":"2","key":"b27-jns11250","series-title":"Neurosurg Focus","first-page":"E3","article-title":"The reliability of neuroanatomy as a predictor of eloquence: a review","volume":"28","author":"Pouratian","year":"2010"},{"key":"b28-jns11250","series-title":"Ann Neurol","first-page":"19","article-title":"Movement- and task-related activations of motor cortical areas: a positron emission tomographic study","volume":"36","author":"Remy","year":"1994"},{"key":"b29-jns11250","series-title":"Neuroimage","first-page":"1033","article-title":"The LONI Pipeline Processing Environment","volume":"19","author":"Rex","year":"2003"},{"key":"b30-jns11250","series-title":"Cereb Cortex","first-page":"1418","article-title":"Connection patterns distinguish 3 regions of human parietal cortex","volume":"16","author":"Rushworth","year":"2006"},{"key":"b31-jns11250","series-title":"Neuroimage","first-page":"69","article-title":"Reproducibility of thalamic segmentation based on probabilistic tractography","volume":"52","author":"Traynor","year":"2010"},{"key":"b32-jns11250","series-title":"IEEE Trans Med Imaging","first-page":"495","article-title":"Brain anatomical structure segmentation by hybrid discriminative\/generative models","volume":"27","author":"Tu","year":"2008"},{"key":"b33-jns11250","series-title":"Neuroimage","first-page":"391","article-title":"Automatic segmentation of thalamic nuclei from diffusion tensor magnetic resonance imaging","volume":"19","author":"Wiegell","year":"2003"},{"key":"b34-jns11250","series-title":"Eur J Radiol","first-page":"269","article-title":"Voxel-based analysis of diffusion tensor indices in the brain in patients with Parkinson's disease","volume":"77","author":"Zhang","year":"2011"},{"key":"b35-jns11250","series-title":"Med Image Comput Comput Assist Interv","first-page":"807","article-title":"Segmentation of thalamic nuclei from DTI using spectral clustering","volume":"9","author":"Ziyan","year":"2006"}],"container-title":["Journal of Neurosurgery"],"original-title":[],"link":[{"URL":"https:\/\/thejns.org\/view\/journals\/j-neurosurg\/115\/5\/article-p995.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/thejns.org\/downloadpdf\/journals\/j-neurosurg\/115\/5\/article-p995.xml","content-type":"text\/html","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/thejns.org\/downloadpdf\/journals\/j-neurosurg\/115\/5\/article-p995.xml","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T02:48:04Z","timestamp":1679885284000},"score":1,"resource":{"primary":{"URL":"https:\/\/thejns.org\/view\/journals\/j-neurosurg\/115\/5\/article-p995.xml"}},"subtitle":["Clinical article"],"short-title":[],"issued":{"date-parts":[[2011,11]]},"references-count":35,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3171\/2011.7.jns11250","relation":{},"ISSN":["0022-3085","1933-0693"],"issn-type":[{"value":"0022-3085","type":"print"},{"value":"1933-0693","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,11]]}}}