ArticleNeuroImage. Clinical2017
Specific DTI seeding and diffusivity-analysis improve the quality and prognostic value of TMS-based deterministic DTI of the pyramidal tract.
Article in NeuroImage. Clinical, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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32 citing papers in PubMed, 69 citations in OpenAlex.
- Functionally Informed Hand Knob Reveals Structural Connectome Differences in Motor-Eloquent Tumours.Cancers · 2026Article
- DEBATE: is tractography accurate enough to be used to inform surgery?Brain structure & function · 2025Review
- Analysis of Neuronal Excitability Profiles for Motor-Eloquent Brain Tumor Entities Using nTMS in 800 Patients.Cancers · 2025Article
- Preoperative nTMS analysis: a sensitive tool to detect imminent motor deficits in brain tumor patients.Acta neurochirurgica · 2024Review
- Radiomic white matter parameters of functional integrity of the corticospinal tract in high-grade glioma.Scientific reports · 2024Article
- Preoperative mapping techniques for brain tumor surgery: a systematic review.Frontiers in oncology · 2024Review
- NTMS based tractography and segmental diffusion analysis in patients with brainstem gliomas: Risk stratification and clinical potential.Brain & spine · 2024Article
- Improved prediction of glioma-related aphasia by diffusion MRI metrics, machine learning, and automated fiber bundle segmentation.Human brain mapping · 2023Article
- Assessing informative tract segmentation and nTMS for pre-operative planning.Journal of neuroscience methods · 2023Article
- Navigated Transcranial Magnetic Stimulation Motor Mapping and Diffusion Tensor Imaging Tractography for Diencephalic Tumor in Pediatric Patients.Brain sciences · 2023Article
- Transcranial magnetic stimulation mapping of the motor cortex: comparison of five estimation algorithms.Frontiers in neuroscience · 2023Article
- Comparison of anatomical-based vs. nTMS-based risk stratification model for predicting postoperative motor outcome and extent of resection in brain tumor surgery.NeuroImage. Clinical · 2023Article
- Test and re-test reliability of optimal stimulation targets and parameters for personalized neuromodulation.Frontiers in neuroscience · 2023Article
- Assessing the feasibility of mapping the tibialis anterior muscle with navigated transcranial magnetic stimulation in neuro-oncologic patients.Scientific reports · 2022Article
- Identification of proprioceptive thalamocortical tracts in children: comparison of fMRI, MEG, and manual seeding of probabilistic tractography.Cerebral cortex (New York, N.Y. : 1991) · 2022Article
- Impaired phase synchronization of motor-evoked potentials reflects the degree of motor dysfunction in the lesioned human brain.Human brain mapping · 2022Article
- Usefulness and Limits of Tractography for Surgery in the Precentral Gyrus-A Case Report.Clinics and practice · 2022Article
- Network analysis shows decreased ipsilesional structural connectivity in glioma patients.Communications biology · 2022Article
- Functional Approaches to the Surgery of Brain Gliomas.Advances and technical standards in neurosurgery · 2022Review
- Machine learning-based prediction of motor status in glioma patients using diffusion MRI metrics along the corticospinal tract.Brain communications · 2022Article
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Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectNavigated transcranial magnetic stimulation (nTMS) combined with diffusion tensor imaging (DTI) is used preoperatively in patients with eloquent-located brain lesions and allows analyzing non-invasively the spatial relationship between the tumor and functional areas (e.g. the motor cortex and the corticospinal tract [CST]). In this study, we examined the diffusion parameters FA (fractional anisotropy) and ADC (apparent diffusion coefficient) within the CST in different locations and analyzed their interrater reliability and usefulness for predicting the patients' motor outcome with a precise approach of specific region of interest (ROI) seeding based on the color-coded FA-map.
methodsProspectively collected data of 30 patients undergoing bihemispheric nTMS mapping followed by nTMS-based DTI fiber tracking prior to surgery of motor eloquent high-grade gliomas were analyzed by 2 experienced and 1 unexperienced examiner. The following data were scrutinized for both hemispheres after tractography based on nTMS-motor positive cortical seeds and a 2nd region of interest in one layer of the caudal pons defined by the color-coded FA-map: the pre- and postoperative motor status (day of discharge und 3 months), the closest distance between the tracts and the tumor (TTD), the fractional anisotropy (FA) and the apparent diffusion coefficient (ADC). The latter as an average within the CST as well as specific values in different locations (peritumoral, mesencephal, pontine).
resultsLower average FA-values within the affected CST as well as higher average ADC-values are significantly associated with deteriorated postoperative motor function (p = 0.006 and p = 0.026 respectively). Segmental analysis within the CST revealed that the diffusion parameters are especially disturbed on a peritumoral level and that the degree of their impairment correlates with motor deficits (FA p = 0.065, ADC p = 0.007). No significant segmental variation was seen in the healthy hemisphere. The interrater reliability showed perfect agreement for almost all analyzed parameters.
conclusionsAdding diffusion weighted imaging derived information on the structural integrity of the nTMS-based tractography results improves the predictive power for postoperative motor outcome. Utilizing a second subcortical ROI which is specifically seeded based on the color-coded FA map increases the tracking quality of the CST independently of the examiner's experience. Further prospective studies are needed to validate the nTMS-based prediction of the patient's outcome.
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