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Olatona OA, Sterben SP, Kansakar SBS, Symes AJ, Liaudanskaya V. Mitochondria: the hidden engines of traumatic brain injury-driven neurodegeneration. Front Cell Neurosci 2025; 19:1570596. [PMID: 40417416 PMCID: PMC12098645 DOI: 10.3389/fncel.2025.1570596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Accepted: 04/16/2025] [Indexed: 05/27/2025] Open
Abstract
Mitochondria play a critical role in brain energy metabolism, cellular signaling, and homeostasis, making their dysfunction a key driver of secondary injury progression in traumatic brain injury (TBI). This review explores the relationship between mitochondrial bioenergetics, metabolism, oxidative stress, and neuroinflammation in the post-TBI brain. Mitochondrial dysfunction disrupts adenosine triphosphate (ATP) production, exacerbates calcium dysregulation, and generates reactive oxygen species, triggering a cascade of neuronal damage and neurodegenerative processes. Moreover, damaged mitochondria release damage-associated molecular patterns (DAMPs) such as mitochondrial DNA (mtDNA), Cytochrome C, and ATP, triggering inflammatory pathways that amplify tissue injury. We discuss the metabolic shifts that occur post-TBI, including the transition from oxidative phosphorylation to glycolysis and the consequences of metabolic inflexibility. Potential therapeutic interventions targeting mitochondrial dynamics, bioenergetic support, and inflammation modulation are explored, highlighting emerging strategies such as mitochondrial-targeted antioxidants, metabolic substrate supplementation, and pharmacological regulators of mitochondrial permeability transition pores. Understanding these mechanisms is crucial for developing novel therapeutic approaches to mitigate neurodegeneration and enhance recovery following brain trauma.
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Affiliation(s)
- Olusola A. Olatona
- Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, United States
| | - Sydney P. Sterben
- Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, United States
| | - Sahan B. S. Kansakar
- Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, United States
| | - Aviva J. Symes
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University, Bethesda, MD, United States
| | - Volha Liaudanskaya
- Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, United States
- Neuroscience Graduate Program, University of Cincinnati, College of Medicine, Cincinnati, OH, United States
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2
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Li J, Jin M, Yang J. Enhanced prognostic accuracy in severe TBI: a comprehensive nomogram analysis. Neurochirurgie 2025; 71:101597. [PMID: 39393588 DOI: 10.1016/j.neuchi.2024.101597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 08/20/2024] [Accepted: 09/15/2024] [Indexed: 10/13/2024]
Abstract
OBJECTIVE This study aims to enhance prognostic accuracy in severe traumatic brain injury (STBI) by developing a novel nomogram that integrates clinical and paraclinical data. METHODS Data from 263 STBI patients were analyzed, focusing on critical variables such as age, Glasgow Coma Scale scores, pupil responsiveness, CT findings, and blood markers. A rigorous regression analysis was conducted to identify significant predictors. The nomogram underwent internal and external validation, and its predictive performance was compared with existing models through a meta-analysis. RESULTS The novel nomogram demonstrated superior predictive accuracy for STBI outcomes compared to traditional models. Key predictors, including age, Glasgow Coma Scale scores, pupil responsiveness, CT findings, and specific blood markers, were harmonized to provide a more precise prognostic tool. Validation processes confirmed the robustness and reliability of the nomogram. CONCLUSION The developed nomogram represents a significant advancement in STBI prognosis, offering clinicians a powerful tool to improve patient care strategies. By integrating CT imaging and blood parameters, the nomogram enhances the precision of outcome predictions, facilitating better-informed clinical decisions.
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Affiliation(s)
- Jie Li
- Department of Emergency Medicine, Guangyuan Central Hospital, Guangyuan 628000, China.
| | - Ming Jin
- Department of Emergency Medicine, Guangyuan Central Hospital, Guangyuan 628000, China
| | - Jing Yang
- Department of Emergency Medicine, Guangyuan Central Hospital, Guangyuan 628000, China
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3
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Fedoruk RP, Lee CH, Banoei MM, Winston BW. Metabolomics in severe traumatic brain injury: a scoping review. BMC Neurosci 2023; 24:54. [PMID: 37845610 PMCID: PMC10577974 DOI: 10.1186/s12868-023-00824-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 09/29/2023] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND Diagnosis and prognostication of severe traumatic brain injury (sTBI) continue to be problematic despite years of research efforts. There are currently no clinically reliable biomarkers, though advances in protein biomarkers are being made. Utilizing Omics technology, particularly metabolomics, may provide new diagnostic biomarkers for sTBI. Several published studies have attempted to determine the specific metabolites and metabolic pathways involved; these studies will be reviewed. AIMS This scoping review aims to summarize the current literature concerning metabolomics in sTBI, review the comprehensive data, and identify commonalities, if any, to define metabolites with potential clinical use. In addition, we will examine related metabolic pathways through pathway analysis. METHODS Scoping review methodology was used to examine the current literature published in Embase, Scopus, PubMed, and Medline. An initial 1090 publications were identified and vetted with specific inclusion criteria. Of these, 20 publications were selected for further examination and summary. Metabolic data was classified using the Human Metabolome Database (HMDB) and arranged to determine the 'recurrent' metabolites and classes found in sTBI. To help understand potential mechanisms of injury, pathway analysis was performed using these metabolites and the Kyoto Encyclopedia of Genes and Genomes (KEGG) Pathway Database. RESULTS Several metabolites related to sTBI and their effects on biological pathways were identified in this review. Across the literature, proline, citrulline, lactate, alanine, valine, leucine, and serine all decreased in adults post sTBI, whereas both octanoic and decanoic acid increased. Hydroxy acids and organooxygen compounds generally increased following sTBI, while most carboxylic acids decreased. Pathway analysis showed significantly affected glycine and serine metabolism, glycolysis, branched-chain amino acid (BCAA) metabolism, and other amino acid metabolisms. Interestingly, no tricarboxylic acid cycle metabolites were affected. CONCLUSION Aside from a select few metabolites, classification of a metabolic profile proved difficult due to significant ambiguity between study design, sample size, type of sample, metabolomic detection techniques, and other confounding variables found in sTBI literature. Given the trends found in some studies, further metabolomics investigation of sTBI may be useful to identify clinically relevant metabolites.
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Affiliation(s)
- Riley Page Fedoruk
- Department of Critical Care, Cumming School of Medicine, Alberta Health Services and University of Calgary, Calgary, Canada
| | - Chel Hee Lee
- Department of Critical Care, Cumming School of Medicine, Alberta Health Services and University of Calgary, Calgary, Canada
- Department of Mathematics and Statistics, Faculty of Science, University of Calgary, Calgary, Canada
| | | | - Brent W Winston
- Department of Critical Care, Cumming School of Medicine, Alberta Health Services and University of Calgary, Calgary, Canada.
- Departments of Medicine and Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, Canada.
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Zheng P, Zhang N, Ren D, Yu C, Zhao B, Zhang Y. Integrated spatial transcriptome and metabolism study reveals metabolic heterogeneity in human injured brain. Cell Rep Med 2023:101057. [PMID: 37263268 DOI: 10.1016/j.xcrm.2023.101057] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 03/08/2023] [Accepted: 05/04/2023] [Indexed: 06/03/2023]
Abstract
Single-cell transcriptomics can provide quantitative molecular signatures for large, unbiased samples of the diverse cell types in the brain. With the advances of multi-omics datasets, a major challenge is to validate and integrate results into a biological understanding of spatial organization and functional orientation. Here, we generate spatial transcriptomes and metabolites from six patients with brain trauma with surgical samples. The resulting spatial marker gene, which is highly replicable across analysis methods, sequencing technologies, and modalities, is a comprehensive molecular marker of the diverse metabolic changes in human injured brains. The atlas includes an area of lipid peroxidation that resembles injured neurons in the brain. We further discover imbalanced myo-inositol and myo-inositol phosphate and related spatial markers. Our results highlight the complex transcriptomic regulation and metabolic alterations in the injured brain and will directly enable the design of reagents to target specific genes in the human brain for functional analysis.
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Affiliation(s)
- Ping Zheng
- Department of Neurosurgery, Shanghai Pudong New Area People's Hospital, Shanghai, China; Key Laboratory, Shanghai Pudong New Area People's Hospital, Shanghai, China.
| | - Ning Zhang
- Department of Neurosurgery, Shanghai Fengxian District Central Hospital, Shanghai Jiaotong University Affiliated Sixth People's Hospital South Campus, Shanghai, China
| | - Dabin Ren
- Department of Neurosurgery, Shanghai Pudong New Area People's Hospital, Shanghai, China
| | - Cong Yu
- Department of Neurosurgery, Shanghai Pudong New Area People's Hospital, Shanghai, China
| | - Bin Zhao
- Department of Neurosurgery, Second Hospital Affiliated with Anhui Medical University, Hefei, China
| | - Yisong Zhang
- Department of Neurosurgery, Shanghai Pudong New Area People's Hospital, Shanghai, China
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Galijasevic M, Steiger R, Mangesius S, Mangesius J, Kerschbaumer J, Freyschlag CF, Gruber N, Janjic T, Gizewski ER, Grams AE. Magnetic Resonance Spectroscopy in Diagnosis and Follow-Up of Gliomas: State-of-the-Art. Cancers (Basel) 2022; 14:3197. [PMID: 35804969 PMCID: PMC9264890 DOI: 10.3390/cancers14133197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/16/2022] [Accepted: 06/27/2022] [Indexed: 02/06/2023] Open
Abstract
Preoperative grade prediction is important in diagnostics of glioma. Even more important can be follow-up after chemotherapy and radiotherapy of high grade gliomas. In this review we provide an overview of MR-spectroscopy (MRS), technical aspects, and different clinical scenarios in the diagnostics and follow-up of gliomas in pediatric and adult populations. Furthermore, we provide a recap of the current research utility and possible future strategies regarding proton- and phosphorous-MRS in glioma research.
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Affiliation(s)
- Malik Galijasevic
- Department of Neuroradiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (M.G.); (R.S.); (T.J.); (E.R.G.); (A.E.G.)
- Neuroimaging Research Core Facility, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Ruth Steiger
- Department of Neuroradiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (M.G.); (R.S.); (T.J.); (E.R.G.); (A.E.G.)
- Neuroimaging Research Core Facility, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Stephanie Mangesius
- Department of Neuroradiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (M.G.); (R.S.); (T.J.); (E.R.G.); (A.E.G.)
- Neuroimaging Research Core Facility, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Julian Mangesius
- Department of Radiation Oncology, Medical University of Innsbruck, 6020 Innsbruck, Austria;
| | - Johannes Kerschbaumer
- Department of Neurosurgery, Medical University of Innsbruck, 6020 Innsbruck, Austria; (J.K.); (C.F.F.)
| | | | - Nadja Gruber
- VASCage-Research Centre on Vascular Ageing and Stroke, 6020 Innsbruck, Austria;
- Department of Applied Mathematics, University of Innsbruck, 6020 Innsbruck, Austria
| | - Tanja Janjic
- Department of Neuroradiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (M.G.); (R.S.); (T.J.); (E.R.G.); (A.E.G.)
- Neuroimaging Research Core Facility, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Elke Ruth Gizewski
- Department of Neuroradiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (M.G.); (R.S.); (T.J.); (E.R.G.); (A.E.G.)
- Neuroimaging Research Core Facility, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Astrid Ellen Grams
- Department of Neuroradiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (M.G.); (R.S.); (T.J.); (E.R.G.); (A.E.G.)
- Neuroimaging Research Core Facility, Medical University of Innsbruck, 6020 Innsbruck, Austria
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Pinggera D, Rhomberg P, Beer R, Thomé C, Petr O. Brain Tissue Damage Induced by Multimodal Neuromonitoring In Situ during MRI after Severe Traumatic Brain Injury: Incidence and Clinical Relevance. J Clin Med 2022; 11:jcm11113169. [PMID: 35683575 PMCID: PMC9181231 DOI: 10.3390/jcm11113169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 05/28/2022] [Accepted: 05/30/2022] [Indexed: 11/28/2022] Open
Abstract
Both neuromonitoring and early magnetic resonance imaging (MRI) provide crucial information for treatment management and prognosis in patients with severe traumatic brain injury (sTBI). So far, neuromonitoring in situ impedes the routine implementation of MRI due to safety concerns. We aimed to evaluate the brain tissue damage induced by inserted neuromonitoring devices and its clinical relevance. Nineteen patients with sTBI and being exposed to at least one MRI with neuromonitoring in situ and one follow-up MRI after neuromonitoring removal were analyzed. All MRIs were reviewed for specific tissue damage. Three females and sixteen males (aged 20–74 years, mean 42.8 years) with an initial median GCS of 5 (range 3–8) were analyzed. No lesion was observed in six patients (31.6%), whereas another six patients (31.6%) demonstrated a detectable probe trajectory. Probe-related tissue damage was visible in seven patients (36.8%) with the size of the lesion prone to further enlarge with increasing cumulative duration of MRI examinations. Upon interdisciplinary evaluation, the lesions were not considered clinically relevant. Neuromonitoring probes in situ during MRI examinations may cause local brain tissue damage, yet without any clinical implications if placed correctly. Therefore, indications must be strictly based on joint decision from all involved disciplines.
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Affiliation(s)
- Daniel Pinggera
- Department of Neurosurgery, Medical University Innsbruck, 6020 Innsbruck, Austria; (C.T.); (O.P.)
- Correspondence: ; Tel.: +43-512-504-27452
| | - Paul Rhomberg
- Department of Neuroradiology, Medical University Innsbruck, 6020 Innsbruck, Austria;
| | - Ronny Beer
- Department of Neurology, Medical University Innsbruck, 6020 Innsbruck, Austria;
| | - Claudius Thomé
- Department of Neurosurgery, Medical University Innsbruck, 6020 Innsbruck, Austria; (C.T.); (O.P.)
| | - Ondra Petr
- Department of Neurosurgery, Medical University Innsbruck, 6020 Innsbruck, Austria; (C.T.); (O.P.)
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Treichl SA, Ho WM, Steiger R, Grams AE, Rietzler A, Luger M, Gizewski ER, Thomé C, Petr O. Cerebral Energy Status and Altered Metabolism in Early Brain Injury After Aneurysmal Subarachnoid Hemorrhage: A Prospective 31P-MRS Pilot Study. Front Neurol 2022; 13:831537. [PMID: 35295831 PMCID: PMC8919991 DOI: 10.3389/fneur.2022.831537] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/01/2022] [Indexed: 11/16/2022] Open
Abstract
Background Acute changes of cerebral energy metabolism in early brain injury (EBI) after aneurysmal subarachnoid hemorrhage (aSAH) may play a crucial role for overall neurological outcome. However, direct detection of these alterations is limited. Phosphorous magnetic resonance spectroscopy (31P-MRS) is a molecular-based advanced neuroimaging technique allowing measurements of pathophysiological processes and tissue metabolism based on various phosphorous compound metabolites. This method may provide objective assessment of both primary and secondary changes. Objective The aim of this pilot study was to evaluate the feasibility and the diagnostic potential of early 31P-MRS in aSAH. Methods Patients with aSAH treated for ruptured aneurysms between July 2016 and October 2017 were prospectively included in the study. 3-Tesla-MRI including 31P-MRS was performed within the first 72 h after hemorrhage. Data of the vascular territories of the anterior, middle, and posterior cerebral arteries (ACA, MCA, PCA) and the basal ganglia were separately analyzed and compared with data of a healthy age- and sex-matched control group. Phosphorous compound metabolites were quantified, and ratios of these metabolites were further evaluated. Influence of treatment modality, clinical conditions, and analgosedation were analyzed. Results Data of 13 patients were analyzed. 31P-MRS showed significant changes in cerebral energy metabolism after aSAH in all cerebrovascular territories. Both PCr/ATP and PCr/Pi ratio were notably increased (P < 0.001). Also, Pi/ATP was significantly decreased in all cerebrovascular territories (P = 0.014). PME/PDE ratio was overall significant decreased (P < 0.001). Conclusion 31P-MRS is a promising non-invasive imaging tool for the assessment of changes in energy metabolism after aSAH. It allows a detailed insight into EBI and seems to harbor a high potential for clinical practice.
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Affiliation(s)
| | - Wing Mann Ho
- Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Ruth Steiger
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Anesthesiology and Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
- *Correspondence: Ruth Steiger
| | - Astrid Ellen Grams
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Rietzler
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Anesthesiology and Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Markus Luger
- Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria
| | - Elke Ruth Gizewski
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Anesthesiology and Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Claudius Thomé
- Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Ondra Petr
- Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria
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Pinggera D, Steiger R, Bauer M, Kerschbaumer J, Beer R, Ritzler A, Grams AE, Gizewski ER, Thomé C, Petr O. Repeated 31P-MRS in severe traumatic brain injury: Insights into cerebral energy status and altered metabolism. J Neurotrauma 2021; 38:2822-2830. [PMID: 34235953 DOI: 10.1089/neu.2021.0143] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Phosphorous magnetic resonance spectroscopy (31P-MRS) is suited to non-invasively investigate energy metabolism and to detect molecules containing phosphorus in the human brain. The aim of this longitudinal study was to perform 31P-MRS at two different time points (within 72 hours and between day 10-14) after severe traumatic brain injury (sTBI) to reveal alterations in cerebral energy metabolism. Twenty-six ventilated sTBI patients, aged between 20 to 75 years, with a median initial GCS of 5 were prospectively analyzed. 31P-MRS data of the structurally more affected side were compared to data from contralateral normal appearing areas and to data of age- and gender-matched healthy controls. There were no significant intraindividual differences between the lesioned and the less affected side at either of time points. In the acute phase, PCr/ATP and PCr/Pi were significantly elevated whereas PME/PDE and Pi/ATP were significantly decreased in contrast to healthy controls. In the subacute phase these differences gradually dissipated, remaining lower Pi/ATP ratio, and only partly altered levels of PCr/Pi and PME/PDE. Our data affirm that cerebral metabolism is globally altered after sTBI, demonstrating the diffuse impairment of brain bioenergetics at multiple levels, with resultant developments in terms of time.
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Affiliation(s)
- Daniel Pinggera
- Medical University Innsbruck, Department of Neurosurgery, Anichstraße 35, 6020 Innsbruck, Innsbruck, Austria, 6020;
| | - Ruth Steiger
- Medical University Innsbruck, Neuroimaging Research Core Facility, Innsbruck, Austria.,Medical University Innsbruck, Department of Neuroradiology, Innsbruck, Austria;
| | - Marlies Bauer
- Medizinische Universität Innsbruck, Neurosurgery, Anichstrass 35, Innsbruck, Austria, 6020;
| | | | - Ronny Beer
- Medical University Innsbruck, Department of Neurology, Innsbruck, Austria;
| | - Andreas Ritzler
- Medical University Innsbruck, Department of Neuroradiology, Innsbruck, Austria.,Medical University Innsbruck, Neuroimaging Research Core Facility, Innsbruck, Austria;
| | - Astrid Ellen Grams
- Medical University Innsbruck, Department of Neuroradiology, Innsbruck, Austria.,Medical University Innsbruck, Neuroimaging Research Core Facility, Innsbruck, Austria;
| | - Elke R Gizewski
- Medical University Innsbruck, Department of Neuroradiology, Innsbruck, Austria.,Medical University Innsbruck, Neuroimaging Research Core Facility, Innsbruck, Austria;
| | - Claudius Thomé
- Medical University Innsbruck, Dept. of Neurosurgery, Anichstr. 35, Innsbruck, Austria, 6020;
| | - Ondra Petr
- Medical University Innsbruck, Department of Neurosurgery, Anichstrasse 35, Innsbruck, Innsbruck, Austria, 6020;
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