Connectome-guided Onco-functional Resection With Tractography-Extended Neuronavigation in Brain Tumor Surgery
NCT07717827 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 400
Last updated 2026-07-21
Summary
Brain tumor surgery in so-called "eloquent" brain areas aims to remove as much tumor as possible while preserving neurological functions. Standard surgical planning typically focuses on discrete, anatomically defined cortical regions. However, modern neuroscience demonstrates that most brain functions arise from distributed networks of interconnected areas rather than isolated spots - a concept that standard navigation tools do not fully capture.
The CORTEX study evaluates a surgical workflow - termed "connectome-guided network-based navigation" - in which advanced diffusion MRI processing is used to reconstruct patient-specific maps of white matter pathways and large-scale brain networks. These maps are imported into a clinical neuronavigation system to guide preoperative planning and intraoperative decision-making for patients with gliomas or brain metastases in eloquent regions.
The primary aims are to determine how often network-based information leads to meaningful changes in surgical strategy compared with conventional anatomy-based planning, and to assess early neurological outcomes. Secondary objectives include characterizing the extent of tumor removal, the proximity of the resection to critical white matter tracts, and the feasibility of implementing this pipeline in a high-volume clinical setting.
Conditions
- Brain (Nervous System) Cancers
- Glioma
- Brain Metastasases
- Brain Connectivity
Interventions
- PROCEDURE
-
Connectome-guided network-based neuronavigation
Integration of patient-specific white matter tractography and large-scale brain network overlays, derived from advanced diffusion MRI processing, into a clinical neuronavigation platform for preoperative planning and intraoperative guidance of brain tumor resection in eloquent regions
- DIAGNOSTIC_TEST
-
Advanced diffusion MRI tractography and connectome pipeline
Open-source multi-tissue constrained spherical deconvolution tractography, cortical parcellation and segmentation, diffusion preprocessing and brain connectivity mapping with automated Bash/Python scripting for streamlined and reproducible clinical implementation.
Sponsors & Collaborators
-
ARNAS Civico Di Cristina Benfratelli Hospital
lead OTHER
Principal Investigators
-
Giovanni Tringali, M.D. · Unit of Neurosurgery - A.R.N.A.S. Civico Di Cristina Benfratelli - 90127, Palermo - Italy
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2022-01-01
- Primary Completion
- 2026-12-31
- Completion
- 2027-12-31
Countries
- Italy
Study Locations
More Related Trials
-
Assessing the Effectiveness of 2D Non-Navigated Intraoperative Ultrasound in Glioma Surgery
NCT05873946 ·Status: COMPLETED
-
Whole-Brain Tumor Burden Metrics with Inflammatory and Molecular Markers to Predict Postoperative Neurocognitive Decline in Glioma
NCT06885333 ·Status: COMPLETED
-
Neurosurgical Neuronavigation Using Resting State MRI and Machine Learning
NCT05864976 ·Status: RECRUITING
-
Combing a Deep Learning-Based Radiomics With Liquid Biopsy for Preoperative and Non-invasive Diagnosis of Glioma
NCT05536024 ·Status: UNKNOWN
-
AI-assisted Diagnosis of Malignant Brain Tumors
NCT07198256 ·Status: RECRUITING
-
Intraoperative Rapid Diagnosis of Glioma Based on Fusion of Magnetic Resonance and Ultrasound Imaging
NCT05656053 ·Status: ACTIVE_NOT_RECRUITING
-
Enhanced Detection in Glioma Excision
NCT04556929 ·Status: TERMINATED ·Phase: NA
-
Fluorescence, Light-microscopy, Ultrasound Integrated / Intraoperative Diagnosis to MAXimise Resection
NCT05330559 ·Status: UNKNOWN
-
Intraoperative Fluorescence of Ganglogliomas and Neuroepithelial Dysembryoplastic Tumors
NCT03970785 ·Status: COMPLETED
-
Implementation of Surgical Safety and Intraoperative Metastasis Identification Through Deep Learning: Multicentric Video Collection for Minimally Invasive Sentinel Lymph Node Dissection in Uterine Malignancies
NCT06619002 ·Status: RECRUITING
-
Evaluation of the Contribution of NODDI Protocol Tractography in Brain Tumor Surgery
NCT05669326 ·Status: WITHDRAWN ·Phase: NA
-
Cerebral Blood Circulation in Patients With Posterior Fossa Brain Tumor
NCT01476670 ·Status: UNKNOWN
-
Supramarginal Resection in Glioblastoma Guided by Artificial Intelligence
NCT05735171 ·Status: COMPLETED ·Phase: NA
-
Machine Learning to Predict Postoperative Pneumonia in Brain Tumor Patients
NCT07321262 ·Status: COMPLETED
-
Automated Segmentation and Volumetry for Meningioma Using Deep Learning
NCT05093751 ·Status: COMPLETED
-
A Study to Test a New Fluid to Improve the Quality of Images Obtained by Using Sound Waves (Ultrasound) During Surgery
NCT07042620 ·Status: ACTIVE_NOT_RECRUITING ·Phase: NA
-
In Vivo Confocal Microscopy Tumor Atlas Study
NCT01012154 ·Status: UNKNOWN ·Phase: PHASE1
-
Intraoperative Hyperspectral Imaging for Fluorescence Guided Surgery in Low Grade Gliomas
NCT05397574 ·Status: RECRUITING
-
Fluorescence Spectroscopy Guided Surgery
NCT02473380 ·Status: COMPLETED ·Phase: PHASE1
-
Study on Treatment Decision-Making and Prognostic Follow-Up for Untreated Cerebral Cavernous Malformations
NCT06214767 ·Status: RECRUITING
-
Hierarchical Diagnosis for Adult Diffuse Glioma Based on Deep Learning
NCT05624736 ·Status: UNKNOWN
-
Clinical Evaluation of Navigated 3D Ultrasound Multicentre Study
NCT00233350 ·Status: COMPLETED
-
Multimodal Large Model-Driven Risk and Prognosis Assessment for Brain Metastases in Lung Cancer
NCT07107035 ·Status: NOT_YET_RECRUITING
-
Radiomics Model for Assessing Lymph Node Status in cN0 Patients withHNSCC
NCT06757530 ·Status: COMPLETED
-
Loupe-Based Intraoperative Fluorescence Imaging
NCT04780009 ·Status: RECRUITING