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Salehi MA, Mohammadi S, Harandi H, Zakavi SS, Jahanshahi A, Shahrabi Farahani M, Wu JS. Diagnostic Performance of Artificial Intelligence in Detection of Primary Malignant Bone Tumors: a Meta-Analysis. J Imaging Inform Med 2024; 37:766-777. [PMID: 38343243 PMCID: PMC11031503 DOI: 10.1007/s10278-023-00945-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/04/2023] [Accepted: 10/12/2023] [Indexed: 04/20/2024]
Abstract
We aim to conduct a meta-analysis on studies that evaluated the diagnostic performance of artificial intelligence (AI) algorithms in the detection of primary bone tumors, distinguishing them from other bone lesions, and comparing them with clinician assessment. A systematic search was conducted using a combination of keywords related to bone tumors and AI. After extracting contingency tables from all included studies, we performed a meta-analysis using random-effects model to determine the pooled sensitivity and specificity, accompanied by their respective 95% confidence intervals (CI). Quality assessment was evaluated using a modified version of Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD) and Prediction Model Study Risk of Bias Assessment Tool (PROBAST). The pooled sensitivities for AI algorithms and clinicians on internal validation test sets for detecting bone neoplasms were 84% (95% CI: 79.88) and 76% (95% CI: 64.85), and pooled specificities were 86% (95% CI: 81.90) and 64% (95% CI: 55.72), respectively. At external validation, the pooled sensitivity and specificity for AI algorithms were 84% (95% CI: 75.90) and 91% (95% CI: 83.96), respectively. The same numbers for clinicians were 85% (95% CI: 73.92) and 94% (95% CI: 89.97), respectively. The sensitivity and specificity for clinicians with AI assistance were 95% (95% CI: 86.98) and 57% (95% CI: 48.66). Caution is needed when interpreting findings due to potential limitations. Further research is needed to bridge this gap in scientific understanding and promote effective implementation for medical practice advancement.
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Affiliation(s)
- Mohammad Amin Salehi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran.
| | - Hamid Harandi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Seyed Sina Zakavi
- School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Jahanshahi
- School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | | | - Jim S Wu
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, MA, 02215, USA
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Mohammadi S, Salehi MA, Jahanshahi A, Shahrabi Farahani M, Zakavi SS, Behrouzieh S, Gouravani M, Guermazi A. Artificial intelligence in osteoarthritis detection: A systematic review and meta-analysis. Osteoarthritis Cartilage 2024; 32:241-253. [PMID: 37863421 DOI: 10.1016/j.joca.2023.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 08/11/2023] [Accepted: 09/27/2023] [Indexed: 10/22/2023]
Abstract
OBJECTIVES As an increasing number of studies apply artificial intelligence (AI) algorithms in osteoarthritis (OA) detection, we performed a systematic review and meta-analysis to pool the data on diagnostic performance metrics of AI, and to compare them with clinicians' performance. MATERIALS AND METHODS A search in PubMed and Scopus was performed to find studies published up to April 2022 that evaluated and/or validated an AI algorithm for the detection or classification of OA. We performed a meta-analysis to pool the data on the metrics of diagnostic performance. Subgroup analysis based on the involved joint and meta-regression based on multiple parameters were performed to find potential sources of heterogeneity. The risk of bias was assessed using Prediction Model Study Risk of Bias Assessment Tool reporting guidelines. RESULTS Of the 61 studies included, 27 studies with 91 contingency tables provided sufficient data to enter the meta-analysis. The pooled sensitivities for AI algorithms and clinicians on internal validation test sets were 88% (95% confidence interval [CI]: 86,91) and 80% (95% CI: 68,88) and pooled specificities were 81% (95% CI: 75,85) and 79% (95% CI: 80,85), respectively. At external validation, the pooled sensitivity and specificity for AI algorithms were 94% (95% CI: 90,97) and 91% (95% CI: 77,97), respectively. CONCLUSION Although the results of this meta-analysis should be interpreted with caution due to the potential pitfalls in the included studies, the promising role of AI as a diagnostic adjunct to radiologists is indisputable.
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Affiliation(s)
- Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
| | | | - Ali Jahanshahi
- Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.
| | | | - Seyed Sina Zakavi
- Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Sadra Behrouzieh
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
| | - Mahdi Gouravani
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
| | - Ali Guermazi
- Department of Radiology, VA Boston Healthcare System, Boston University School of Medicine, Boston, MA, USA.
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Mohammadi S, Rezagholi F, Salehi MA, Zakavi SS, Jahanshahi A, Gouravani M, Yazdanpanah G, Jabbehdari S, Singh RP. Reply to "Methodologic lessons from published systematic reviews". Eye (Lond) 2024; 38:405. [PMID: 37587373 PMCID: PMC10811320 DOI: 10.1038/s41433-023-02692-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 07/21/2023] [Accepted: 08/02/2023] [Indexed: 08/18/2023] Open
Affiliation(s)
- Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Fateme Rezagholi
- School of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | | | - Seyed Sina Zakavi
- School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Jahanshahi
- School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Mahdi Gouravani
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Ghasem Yazdanpanah
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois at Chicago, Chicago, IL, USA
| | - Sayena Jabbehdari
- Jones Eye Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Rishi P Singh
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
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Kumari P, Wunderlich H, Milojkovic A, López JE, Fossati A, Jahanshahi A, Kozielski K. Multiscale Modeling of Magnetoelectric Nanoparticles for the Analysis of Spatially Selective Neural Stimulation. Adv Healthc Mater 2024:e2302871. [PMID: 38262344 DOI: 10.1002/adhm.202302871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 01/17/2024] [Indexed: 01/25/2024]
Abstract
The growing field of nanoscale neural stimulators offers a potential alternative to larger scale electrodes for brain stimulation. Nanoelectrodes made of magnetoelectric nanoparticles (MENPs) can provide an alternative to invasive electrodes for brain stimulation via magnetic-to-electric signal transduction. However, the magnetoelectric effect is a complex phenomenon and challenging to probe experimentally. Consequently, quantifying the stimulation voltage provided by MENPs is difficult, hindering precise regulation and control of neural stimulation and limiting their practical implementation as wireless nanoelectrodes. The work herein develops an approach to determine the stimulation voltage for MENPs in a finite element analysis (FEA) model. This model is informed by atomistic material properties from ab initio Density Functional Theory (DFT) calculations and supplemented by experimentally obtainable nanoscale parameters. This process overcomes the need for experimentally inaccessible characteristics for magnetoelectricity, and offers insights into the effect of the more manageable variables, such as the driving magnetic field. The model's voltage is compared to in vivo experimental data to assess its validity. With this, a predictable and controllable stimulation is simulated by MENPs, computationally substantiating their spatial selectivity. This work proposes a generalizable and accessible method for evaluating the stimulation capability of magnetoelectric nanostructures, facilitating their realization as wireless neural stimulators in the future.
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Affiliation(s)
- Prachi Kumari
- Professorship of Neuroengineering Materials, School of Computation, Information and Technology, Technical University of Munich, 80333, Munich, Germany
| | - Hannah Wunderlich
- Professorship of Neuroengineering Materials, School of Computation, Information and Technology, Technical University of Munich, 80333, Munich, Germany
| | - Aleksandra Milojkovic
- Professorship of Neuroengineering Materials, School of Computation, Information and Technology, Technical University of Munich, 80333, Munich, Germany
| | - Jorge Estudillo López
- Professorship of Neuroengineering Materials, School of Computation, Information and Technology, Technical University of Munich, 80333, Munich, Germany
| | - Arianna Fossati
- Department of Electronics and Information, Politecnico di Milano, Milano, 20133, Italy
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, 6229, Netherlands
- Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, 1105, Netherlands
| | - Kristen Kozielski
- Professorship of Neuroengineering Materials, School of Computation, Information and Technology, Technical University of Munich, 80333, Munich, Germany
- Munich Institute of Biomedical Engineering, Technical University of Munich, 85748, Garching, Germany
- Munich Institute of Robotics and Machine Intelligence, Technical University of Munich, 80992, Munich, Germany
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Mohammadi S, Seyedmirzaei H, Salehi MA, Jahanshahi A, Zakavi SS, Dehghani Firouzabadi F, Yousem DM. Brain-based Sex Differences in Depression: A Systematic Review of Neuroimaging Studies. Brain Imaging Behav 2023; 17:541-569. [PMID: 37058182 PMCID: PMC10102695 DOI: 10.1007/s11682-023-00772-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2023] [Indexed: 04/15/2023]
Abstract
Major depressive disorder (MDD) is a common psychiatric illness with a wide range of symptoms such as mood decline, loss of interest, and feelings of guilt and worthlessness. Women develop depression more often than men, and the diagnostic criteria for depression mainly rely on female patients' symptoms. By contrast, male depression usually manifests as anger attacks, aggression, substance use, and risk-taking behaviors. Various studies have focused on the neuroimaging findings in psychiatric disorders for a better understanding of their underlying mechanisms. With this review, we aimed to summarize the existing literature on the neuroimaging findings in depression, separated by male and female subjects. A search was conducted on PubMed and Scopus for magnetic resonance imaging (MRI), functional MRI (fMRI), and diffusion tensor imaging (DTI) studies of depression. After screening the search results, 15 MRI, 12 fMRI, and 4 DTI studies were included. Sex differences were mainly reflected in the following regions: 1) total brain, hippocampus, amygdala, habenula, anterior cingulate cortex, and corpus callosum volumes, 2) frontal and temporal gyri functions, along with functions of the caudate nucleus and prefrontal cortex, and 3) frontal fasciculi and frontal projections of corpus callosum microstructural alterations. Our review faces limitations such as small sample sizes and heterogeneity in populations and modalities. But in conclusion, it reflects the possible roles of sex-based hormonal and social factors in the depression pathophysiology.
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Affiliation(s)
- Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Homa Seyedmirzaei
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Interdisciplinary Neuroscience Research Program (INRP), Tehran University of Medical Sciences, Tehran, Iran
| | | | - Ali Jahanshahi
- School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Seyed Sina Zakavi
- School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - David M Yousem
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins Medical Institution, Baltimore, MD, USA.
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Salehi MA, Rezagholi F, Mohammadi S, Zakavi SS, Jahanshahi A, Gouravani M, Yazdanpanah G, Seddon I, Jabbehdari S, Singh RP. Optical coherence tomography angiography measurements in Parkinson's disease: A systematic review and meta-analysis. Eye (Lond) 2023; 37:3145-3156. [PMID: 36941403 PMCID: PMC10564940 DOI: 10.1038/s41433-023-02483-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 01/06/2023] [Accepted: 02/28/2023] [Indexed: 03/23/2023] Open
Abstract
Optical coherence tomography angiography (OCT-A) is an ocular imaging technology that has emerged as a non-invasive tool to evaluate retinal microvascular changes in neurodegenerative diseases including Parkinson's disease (PD) and Alzheimer's disease. While several studies have reported on the presence of pathologic retinal microvascular alterations in PD, the utility of OCT-A as a biomarker for PD evaluation is still unclear. A systematic review and meta-analysis were performed to explore the current evidence for the role of OCT-A in PD published up until June 2022. PubMed, Scopus, and Web of Science databases were used to systematically identify relevant papers and a meta-analysis was conducted using Stata16 software according to the level of heterogeneity applying a random- or fixed-effect model. Thirteen studies of 925 eyes in the PD group and 1501 eyes in the control group assessing OCT-A findings in PD patients were included. The meta-analyses revealed that the foveal region of PD patients had a significantly lower vessel density in the superficial capillary plexus (SCP) compared to healthy controls but that there were no significant differences in the foveal avascular zone, the SCP in whole, parafoveal, and perifoveal regions, and deep capillary plexus. OCT-A metrics may act as a potential biomarker for a more accurate and early PD diagnosis. Still, the OCT-A algorithms and interchangeability between OCT-A devices require further standardization to draw clinical conclusions regarding their utility.
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Affiliation(s)
| | - Fateme Rezagholi
- School of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Sina Zakavi
- School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Jahanshahi
- School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Mahdi Gouravani
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Ghasem Yazdanpanah
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois at Chicago, Chicago, IL, USA
| | - Ian Seddon
- College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Sayena Jabbehdari
- Jones Eye Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Rishi P Singh
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
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Salehi MA, Rezagholi F, Mohammadi S, Zakavi SS, Jahanshahi A, Gouravani M, Yazdanpanah G, Seddon I, Jabbehdari S, Singh RP. Correction: Optical coherence tomography angiography measurements in Parkinson's disease: a systematic review and meta-analysis. Eye (Lond) 2023; 37:3298. [PMID: 37714993 PMCID: PMC10564717 DOI: 10.1038/s41433-023-02691-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/17/2023] Open
Affiliation(s)
| | - Fateme Rezagholi
- School of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Sina Zakavi
- School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Jahanshahi
- School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Mahdi Gouravani
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Ghasem Yazdanpanah
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois at Chicago, Chicago, IL, USA
| | - Ian Seddon
- College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Sayena Jabbehdari
- Jones Eye Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Rishi P Singh
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
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Mohammadi S, Jahanshahi A, Salehi MA, Darvishi R, Seyedmirzaei H, Luna LP. White matter microstructural changes in internet addiction disorder: A systematic review of diffusion tensor imaging studies. Addict Behav 2023; 143:107690. [PMID: 36989701 DOI: 10.1016/j.addbeh.2023.107690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 03/29/2023]
Abstract
Diffusion tensor imaging (DTI) is a kind of magnetic resonance imaging (MRI) modality that helps designate tracts with brain microstructural changes. Internet gaming disorder (IGD) is an internet addiction that can cause many social and personality problems, such as problems in social communication, anxiety, and depression. There are several pieces of evidence showing the impact of this condition on brain regions, and many studies have investigated DTI measurements in these individuals. Therefore, we decided to systematically review the studies that have reported DTI parameters in IGD individuals. We searched the PubMed and Scopus databases to find relevant articles. Two reviewers separately screened the studies, and finally, 14 articles, including diffusion and network studies, were found eligible for our systematic review. Most of the studies reported findings on FA, showing an increase in the thalamus, anterior thalamic radiation, corticospinal tract, and inferior longitudinal fasciculus (ILF), while other regions mentioned in the studies demonstrated inconsistent findings. Moreover, in network studies, IGD individuals showed a decrease in nodal and global efficiencies. In conclusion, our study illuminates the neuropsychological basis of this condition and suggests that internet gaming can correlate with microstructural abnormalities in the central nervous system. Some correlate with the characteristics of online gaming, the addiction state, and the illness's duration.
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Sesia T, Wenzel JM, Sagalajev B, Jahanshahi A, Visser-Vandewalle V. Editorial: Animal models of neuropsychiatric disorders: validity, strengths, and limitations. Front Behav Neurosci 2023; 17:1200068. [PMID: 37250186 PMCID: PMC10213662 DOI: 10.3389/fnbeh.2023.1200068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 04/17/2023] [Indexed: 05/31/2023] Open
Affiliation(s)
- Thibaut Sesia
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- European Graduate School of Neuroscience (EURON), Maastricht, Netherlands
| | - Jennifer M. Wenzel
- Department of Psychological Sciences, University of San Diego, San Diego, CA, United States
| | - Boriss Sagalajev
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- European Graduate School of Neuroscience (EURON), Maastricht, Netherlands
| | - Ali Jahanshahi
- European Graduate School of Neuroscience (EURON), Maastricht, Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - Veerle Visser-Vandewalle
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- European Graduate School of Neuroscience (EURON), Maastricht, Netherlands
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Alosaimi F, Dominguez-Paredes D, Knoben R, Almasabi F, Hescham S, Kozielski K, Temel Y, Jahanshahi A. Wireless stimulation of the subthalamic nucleus with nanoparticles modulates key monoaminergic systems similar to contemporary deep brain stimulation. Behav Brain Res 2023; 444:114363. [PMID: 36849047 DOI: 10.1016/j.bbr.2023.114363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 12/14/2022] [Accepted: 02/24/2023] [Indexed: 02/27/2023]
Abstract
BACKGROUND Deep brain stimulation (DBS) is commonly used to alleviate motor symptoms in several movement disorders. However, the procedure is invasive, and the technology has remained largely stagnant since its inception decades ago. Recently, we have shown that wireless nanoelectrodes may offer an alternative approach to conventional DBS. However, this method is still in its infancy, and more research is required to characterize its potential before it can be considered as an alternative to conventional DBS. OBJECTIVES Herein, we aimed to investigate the effect of stimulation via magnetoelectric nanoelectrodes on primary neurotransmitter systems that have implications for DBS in movement disorders. METHODS Mice were injected with either magnetoelectric nanoparticles (MENPs) or magnetostrictive nanoparticles (MSNPs, as a control) in the subthalamic nucleus (STN). Mice then underwent magnetic stimulation, and their motor behavior was assessed in the open field test. In addition, magnetic stimulation was applied before sacrifice and post-mortem brains were processed for immunohistochemistry (IHC) to assess the co-expression of c-Fos with either tyrosine hydroxylase (TH), tryptophan hydroxylase-2 (TPH2) or choline acetyltransferase (ChAT). RESULTS Stimulated animals covered longer distances in the open field test when compared to controls. Moreover, we found a significant increase in c-Fos expression in the motor cortex (MC) and paraventricular region of the thalamus (PV-thalamus) after magnetoelectric stimulation. Stimulated animals showed fewer TPH2/c-Fos double-labeled cells in the dorsal raphe nucleus (DRN), as well as TH/c-Fos double-labeled cells in the ventral tegmental area (VTA), but not in the substantia nigra pars compacta (SNc). There was no significant difference in the number of ChAT/ c-Fos double-labeled cells in the pedunculopontine nucleus (PPN). CONCLUSIONS Magnetoelectric DBS in mice enables selective modulation of deep brain areas and animal behavior. The measured behavioral responses are associated with changes in relevant neurotransmitter systems. These changes are somewhat similar to those observed in conventional DBS, suggesting that magnetoelectric DBS might be a suitable alternative.
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Affiliation(s)
- Faisal Alosaimi
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands; Department of Physiology, Faculty of Medicine, King Abdulaziz University, Rabigh, Saudi Arabia
| | - David Dominguez-Paredes
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands
| | - Rick Knoben
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands
| | - Faris Almasabi
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands
| | - Sarah Hescham
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands
| | - Kristen Kozielski
- School of Computation, Information and Technology, Technical University of Munich, Munich 80333, Germany
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht 6202AZ, the Netherlands; Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, the Netherlands.
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Esmaeili Tazangi P, Alosaimi F, Bakhtiarzadeh F, Shojaei A, Jahanshahi A, Mirnajafi-Zadeh J. Effect of Deep Brain Stimulation in The Ventral Tegmental Area on Neuronal Activity in Local and Remote Brain Regions in Kindled Mice. Cell J 2023; 25:273-286. [PMID: 37210648 DOI: 10.22074/cellj.2023.557500.1058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Indexed: 05/22/2023]
Abstract
OBJECTIVE The mechanisms behind seizure suppression by deep brain stimulation (DBS) are not fully revealed, and the most optimal stimulus regimens and anatomical targets are yet to be determined. We investigated the modulatory effect of low-frequency DBS (L-DBS) in the ventral tegmental area (VTA) on neuronal activity in downstream and upstream brain areas in chemically kindled mice by assessing c-Fos immunoreactivity. MATERIALS AND METHODS In this experimental study, 4-6 weeks old BL/6 male mice underwent stereotaxic implantation of a unilateral stimulating electrode in the VTA followed by pentylenetetrazole (PTZ) administration every other day until they showed stage 4 or 5 seizures following 3 consecutive PTZ injections. Animals were divided into control, sham-implanted, kindled, kindled-implanted, L-DBS, and kindled+L-DBS groups. In the L-DBS and kindled+L-DBS groups, four trains of L-DBS were delivered 5 min after the last PTZ injection. 48 hours after the last L-DBS, mice were transcardially perfused, and the brain was processed to evaluate c-Fos expression by immunohistochemistry. RESULTS L-DBS in the VTA significantly decreased the c-Fos expressing cell numbers in several brain areas including the hippocampus, entorhinal cortex, VTA, substantia nigra pars compacta, and dorsal raphe nucleus but not in the amygdala and CA3 area of the ventral hippocampus compared to the sham group. CONCLUSION These data suggest that the possible anticonvulsant mechanism of DBS in VTA can be through restoring the seizure-induced cellular hyperactivity to normal.
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Affiliation(s)
- Parisa Esmaeili Tazangi
- Department of Physiology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Faisal Alosaimi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Physiology, Faculty of Medicine, King Abdulaziz University, Rabigh, Saudi Arabia
| | - Fatemeh Bakhtiarzadeh
- Department of Physiology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Amir Shojaei
- Department of Physiology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Javad Mirnajafi-Zadeh
- Department of Physiology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran.
- Institute for Brain Sciences and Cognition, Tarbiat Modares University, Tehran, Iran
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Witzig VS, Alosaimi F, Temel Y, Schulz JB, Jahanshahi A, Tan SKH. Gait improvement by high-frequency stimulation of the subthalamic nucleus in Parkinsonian mice is not associated with changes of the cholinergic system in the pedunculopontine nucleus. Neurosci Lett 2023; 802:137134. [PMID: 36801348 DOI: 10.1016/j.neulet.2023.137134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/30/2023] [Accepted: 02/14/2023] [Indexed: 02/18/2023]
Abstract
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) is standard care for severe motor symptoms of Parkinson's disease (PD). However, a challenge of DBS remains improving gait. Gait has been associated with the cholinergic system in the pedunculopontine nucleus (PPN). In this study, we investigated the effects of long-term intermittent bilateral STN-DBS on PPN cholinergic neurons in the 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) Parkinsonian mouse model. Motor behavior, previously assessed by the automated Catwalk gait analysis, demonstrated a parkinsonian-like motor phenotype with static and dynamic gait impairments, which were reversed by STN-DBS. In this study, a subset of brains was further immunohistochemically processed for choline acetyltransferase (ChAT) and the neuronal activation marker c-Fos. MPTP treatment resulted in a significant reduction of PPN ChAT expressing neurons compared to saline treatment. STN-DBS did not alter the number of ChAT expressing neurons, nor the number of double-labelled PPN neurons for ChAT and c-Fos. Although STN-DBS improved gait in our model this was not associated with an altered expression or activation of PPN acetylcholine neurons. Motor and gait effects of STN-DBS are therefore less likely to be mediated by the STN-PPN connection and PPN cholinergic system.
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Affiliation(s)
- V S Witzig
- Department of Neurology, RWTH Aachen University, Aachen, Germany.
| | - F Alosaimi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - Y Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - J B Schulz
- Department of Neurology, RWTH Aachen University, Aachen, Germany; JARA Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich and RWTH Aachen University, Aachen, Germany
| | - A Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - S K H Tan
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands; Department of Neurosurgery, RWTH Aachen University, Aachen, Germany.
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Alosaimi F, Boonstra JT, Tan S, Temel Y, Jahanshahi A. The role of neurotransmitter systems in mediating deep brain stimulation effects in Parkinson’s disease. Front Neurosci 2022; 16:998932. [PMID: 36278000 PMCID: PMC9579467 DOI: 10.3389/fnins.2022.998932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 09/14/2022] [Indexed: 11/24/2022] Open
Abstract
Deep brain stimulation (DBS) is among the most successful paradigms in both translational and reverse translational neuroscience. DBS has developed into a standard treatment for movement disorders such as Parkinson’s disease (PD) in recent decades, however, specific mechanisms behind DBS’s efficacy and side effects remain unrevealed. Several hypotheses have been proposed, including neuronal firing rate and pattern theories that emphasize the impact of DBS on local circuitry but detail distant electrophysiological readouts to a lesser extent. Furthermore, ample preclinical and clinical evidence indicates that DBS influences neurotransmitter dynamics in PD, particularly the effects of subthalamic nucleus (STN) DBS on striatal dopaminergic and glutamatergic systems; pallidum DBS on striatal dopaminergic and GABAergic systems; pedunculopontine nucleus DBS on cholinergic systems; and STN-DBS on locus coeruleus (LC) noradrenergic system. DBS has additionally been associated with mood-related side effects within brainstem serotoninergic systems in response to STN-DBS. Still, addressing the mechanisms of DBS on neurotransmitters’ dynamics is commonly overlooked due to its practical difficulties in monitoring real-time changes in remote areas. Given that electrical stimulation alters neurotransmitter release in local and remote regions, it eventually exhibits changes in specific neuronal functions. Consequently, such changes lead to further modulation, synthesis, and release of neurotransmitters. This narrative review discusses the main neurotransmitter dynamics in PD and their role in mediating DBS effects from preclinical and clinical data.
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Affiliation(s)
- Faisal Alosaimi
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, Netherlands
- Department of Physiology, Faculty of Medicine, King Abdulaziz University, Rabigh, Saudi Arabia
- *Correspondence: Faisal Alosaimi,
| | - Jackson Tyler Boonstra
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Sonny Tan
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, Netherlands
- Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, Netherlands
- Ali Jahanshahi,
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14
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Almasabi F, Alosaimi F, Corrales-Terrón M, Wolters A, Strikwerda D, Smit JV, Temel Y, Janssen MLF, Jahanshahi A. Post-Mortem Analysis of Neuropathological Changes in Human Tinnitus. Brain Sci 2022; 12:brainsci12081024. [PMID: 36009087 PMCID: PMC9406157 DOI: 10.3390/brainsci12081024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 12/04/2022] Open
Abstract
Tinnitus is the phantom perception of a sound, often accompanied by increased anxiety and depressive symptoms. Degenerative or inflammatory processes, as well as changes in monoaminergic systems, have been suggested as potential underlying mechanisms. Herein, we conducted the first post-mortem histopathological assessment to reveal detailed structural changes in tinnitus patients’ auditory and non-auditory brain regions. Tissue blocks containing the medial geniculate body (MGB), thalamic reticular nucleus (TRN), central part of the inferior colliculus (CIC), and dorsal and obscurus raphe nuclei (DRN and ROb) were obtained from tinnitus patients and matched controls. Cell density and size were assessed in Nissl-stained sections. Astrocytes and microglia were assessed using immunohistochemistry. The DRN was stained using antibodies raised against phenylalanine hydroxylase-8 (PH8) and tyrosine-hydroxylase (TH) to visualize serotonergic and dopaminergic cells, respectively. Cell density in the MGB and CIC of tinnitus patients was reduced, accompanied by a reduction in the number of astrocytes in the CIC only. Quantification of cell surface size did not reveal any significant difference in any of the investigated brain regions between groups. The number of PH8-positive cells was reduced in the DRN and ROb of tinnitus patients compared to controls, while the number of TH-positive cells remained unchanged in the DRN. These findings suggest that both neurodegenerative and inflammatory processes in the MGB and CIC underlie the neuropathology of tinnitus. Moreover, the reduced number of serotonergic cell bodies in tinnitus cases points toward a potential role of the raphe serotonergic system in tinnitus.
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Affiliation(s)
- Faris Almasabi
- Department of Neurosurgery, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands; (F.A.); (F.A.); (Y.T.)
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
- Department of Physiology, Faculty of Medicine, King Khalid University, Abha 62529, Saudi Arabia
| | - Faisal Alosaimi
- Department of Neurosurgery, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands; (F.A.); (F.A.); (Y.T.)
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
- Department of Physiology, Faculty of Medicine, King Abdulaziz University, Rabigh 25732, Saudi Arabia
| | - Minerva Corrales-Terrón
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
| | - Anouk Wolters
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
| | - Dario Strikwerda
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
| | - Jasper V. Smit
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
- Department of Ear, Nose, Throat, Head and Neck Surgery, Zuyderland Medical Center, 6419 PC Heerlen, The Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands; (F.A.); (F.A.); (Y.T.)
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
| | - Marcus L. F. Janssen
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
- Department of Clinical Neurophysiology, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands; (F.A.); (F.A.); (Y.T.)
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.C.-T.); (A.W.); (D.S.); (J.V.S.); (M.L.F.J.)
- Correspondence:
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15
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Liu H, Wolters A, Temel Y, Alosaimi F, Jahanshahi A, Hescham S. Deep brain stimulation of the nucleus basalis of Meynert in an experimental rat model of dementia: Stimulation parameters and mechanisms. Neurobiol Dis 2022; 171:105797. [PMID: 35738477 DOI: 10.1016/j.nbd.2022.105797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 06/13/2022] [Accepted: 06/16/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND/OBJECTIVE Deep brain stimulation (DBS) of the nucleus basalis of Meynert (NBM) has gained interest as a potential therapy for treatment-resistant dementia. However, optimal stimulation parameters and mechanisms of action are yet to be elucidated. METHODS First, we assessed NBM DBS at different stimulation parameters in a scopolamine-induced rat model of dementia. Rats were tested in the object location task with the following conditions: (i) low and high frequency (20 Hz or 120 Hz), (ii) monophasic or biphasic pulse shape (iii) continuous or intermittent DBS (20s on, 40s off) and 100 μA amplitude. Thereafter, rats were stimulated with the most effective parameter followed by 5-bromo-2'-deoxyuridine (BrdU) administration and perfused 4 weeks later. We then evaluated the effects of NBM DBS on hippocampal neurogenesis, synaptic plasticity, and on cholinergic fibres in the perirhinal and cingulate cortex using immunohistochemistry. We also performed in-vivo microdialysis to assess circuit-wide effects of NBM DBS on hippocampal acetylcholine levels during on and off stimulation. RESULTS Biphasic, low frequency and intermittent NBM DBS reversed the memory impairing effects of scopolamine when compared to sham rats. We found that acute stimulation promoted proliferation in the dentate gyrus, increased synaptic plasticity in the CA1 and CA3 subregion of the hippocampus, and increased length of cholinergic fibres in the cingulate gyrus. There was no difference regarding hippocampal acetylcholine levels between the groups. CONCLUSION These findings suggest that the potential mechanism of action of the induced memory enhancement through NBM DBS might be due to selective neuroplastic and neurochemical changes.
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Affiliation(s)
- Huajie Liu
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
| | - Anouk Wolters
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
| | - Faisal Alosaimi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
| | - Sarah Hescham
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands.
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16
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Jahanshahi A, Boonstra JT, Alosaimi F, Ozsoy O, Michielse S, Temel Y. Hidden brain atrophy in ultra-high-field MR images in a transgenic rat model of Huntington's disease. Brain Disorders 2022. [DOI: 10.1016/j.dscb.2022.100039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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17
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Knoben R, Alosaimi F, Dominguez-Paredes D, Temel Y, Jahanshahi A. Nanomaterials in neuromodulation: what is the potential? Expert Rev Neurother 2022; 22:287-290. [PMID: 35311431 DOI: 10.1080/14737175.2022.2056447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Rick Knoben
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Faisal Alosaimi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Physiology, Faculty of Medicine, King Abdulaziz University, Rabigh, Saudi Arabia
| | - David Dominguez-Paredes
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.,Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, The Netherlands
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18
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Jahanshahi A, Kozielski K, Temel Y, Sitti M. Wireless deep brain stimulation in freely moving mice with nonresonant powering of magnetoelectric nanoparticles. Brain Stimul 2021. [DOI: 10.1016/j.brs.2021.10.514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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19
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Son G, Steinbusch HWM, López-Iglesias C, Moon C, Jahanshahi A. Severe histomorphological alterations in post-mortem olfactory glomeruli in Alzheimer's disease. Brain Pathol 2021; 32:e13033. [PMID: 34704631 PMCID: PMC8877757 DOI: 10.1111/bpa.13033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 10/01/2021] [Accepted: 10/05/2021] [Indexed: 12/28/2022] Open
Abstract
Alzheimer's disease (AD) is the most prevalent form of dementia. Key AD symptoms include memory and cognitive decline; however, comorbid symptoms such as depression and sensory‐perceptual dysfunction are often reported. Among these, a deterioration of olfactory sensation is observed in approximately 90% of AD patients. However, the precise pathophysiological basis underlying olfactory deficits because of AD remains elusive. The olfactory glomeruli in the olfactory bulb (OB) receive sensory information in the olfactory processing pathway. Maintaining the structural and functional integrity of the olfactory glomerulus is critical to olfactory signalling. Herein, we conducted an in‐depth histopathological assessment to reveal detailed structural alterations in the olfactory glomeruli in AD patients. Fresh frozen post‐mortem OB specimens obtained from six AD patients and seven healthy age‐matched individuals were examined. We used combined immunohistochemistry and stereology to assess the gross morphology and histological alterations, such as those in the expression of Aβ protein, microglia, and neurotransmitters in the OB. Electron microscopy was employed to study the ultrastructural features in the glomeruli. Significant accumulation of Aβ, morphologic damage, altered neurotransmitter levels, and microgliosis in the olfactory glomeruli of AD patients suggests that glomerular damage could affect olfactory function. Moreover, greater neurodegeneration was observed in the ventral olfactory glomeruli of AD patients. The synaptic ultrastructure revealed distorted postsynaptic densities and a decline in presynaptic vesicles in AD specimens. These findings show that the primary olfactory pathway is affected by the pathogenesis of AD, and may provide clues to identifying the mechanism involved in olfactory dysfunction in AD.
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Affiliation(s)
- Gowoon Son
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology, Daegu, Republic of Korea.,Department of Neurosurgery, Maastricht University Medical Center+, Maastricht, The Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Harry W M Steinbusch
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology, Daegu, Republic of Korea.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Carmen López-Iglesias
- Microscopy CORE Lab, Maastricht Multimodal Molecular Imaging Institute, FHML, Maastricht University, Maastricht, The Netherlands
| | - Cheil Moon
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology, Daegu, Republic of Korea.,Convergence Research Advanced Centre for Olfaction, Daegu Gyeungbuk Institute of Science and Technology, Daegu, Republic of Korea.,Korea Brain Research Institute, Daegu, Republic of Korea
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center+, Maastricht, The Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
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20
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Hescham SA, Chiang PH, Gregurec D, Moon J, Christiansen MG, Jahanshahi A, Liu H, Rosenfeld D, Pralle A, Anikeeva P, Temel Y. Magnetothermal nanoparticle technology alleviates parkinsonian-like symptoms in mice. Nat Commun 2021; 12:5569. [PMID: 34552093 PMCID: PMC8458499 DOI: 10.1038/s41467-021-25837-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 09/01/2021] [Indexed: 12/02/2022] Open
Abstract
Deep brain stimulation (DBS) has long been used to alleviate symptoms in patients suffering from psychiatric and neurological disorders through stereotactically implanted electrodes that deliver current to subcortical structures via wired pacemakers. The application of DBS to modulate neural circuits is, however, hampered by its mechanical invasiveness and the use of chronically implanted leads, which poses a risk for hardware failure, hemorrhage, and infection. Here, we demonstrate that a wireless magnetothermal approach to DBS (mDBS) can provide similar therapeutic benefits in two mouse models of Parkinson's disease, the bilateral 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) and in the unilateral 6-hydroxydopamine (6-OHDA) model. We show magnetothermal neuromodulation in untethered moving mice through the activation of the heat-sensitive capsaicin receptor (transient receptor potential cation channel subfamily V member 1, TRPV1) by synthetic magnetic nanoparticles. When exposed to an alternating magnetic field, the nanoparticles dissipate heat, which triggers reversible firing of TRPV1-expressing neurons. We found that mDBS in the subthalamic nucleus (STN) enables remote modulation of motor behavior in healthy mice. Moreover, mDBS of the STN reversed the motor deficits in a mild and severe parkinsonian model. Consequently, this approach is able to activate deep-brain circuits without the need for permanently implanted hardware and connectors.
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Affiliation(s)
- Sarah-Anna Hescham
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Po-Han Chiang
- Research Laboratory of Electronics and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Institute of Biomedical Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan, ROC
| | - Danijela Gregurec
- Research Laboratory of Electronics and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Chemistry and Pharmacy, Chair of Aroma and Smell Research, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Junsang Moon
- Research Laboratory of Electronics and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Ali Jahanshahi
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Huajie Liu
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Dekel Rosenfeld
- Research Laboratory of Electronics and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Arnd Pralle
- Department of Physics, University at Buffalo, Buffalo, NY, USA
| | - Polina Anikeeva
- Research Laboratory of Electronics and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yasin Temel
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
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21
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Dominguez-Paredes D, Jahanshahi A, Kozielski KL. Translational considerations for the design of untethered nanomaterials in human neural stimulation. Brain Stimul 2021; 14:1285-1297. [PMID: 34375694 DOI: 10.1016/j.brs.2021.08.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 07/03/2021] [Accepted: 08/01/2021] [Indexed: 12/18/2022] Open
Abstract
Neural stimulation is a powerful tool to study brain physiology and an effective treatment for many neurological disorders. Conventional interfaces use electrodes implanted in the brain. As these are often invasive and have limited spatial targeting, they carry a potential risk of side-effects. Smaller neural devices may overcome these obstacles, and as such, the field of nanoscale and remotely powered neural stimulation devices is growing. This review will report on current untethered, injectable nanomaterial technologies intended for neural stimulation, with a focus on material-tissue interface engineering. We will review nanomaterials capable of wireless neural stimulation, and discuss their stimulation mechanisms. Taking cues from more established nanomaterial fields (e.g., cancer theranostics, drug delivery), we will then discuss methods to modify material interfaces with passive and bioactive coatings. We will discuss methods of delivery to a desired brain region, particularly in the context of how delivery and localization are affected by surface modification. We will also consider each of these aspects of nanoscale neurostimulators with a focus on their prospects for translation to clinical use.
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Affiliation(s)
- David Dominguez-Paredes
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Kristen L Kozielski
- Department of Bioengineering and Biosystems, Institute of Functional Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany; Department of Electrical and Computer Engineering, Technical University of Munich, Munich, Germany.
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22
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Son G, Jahanshahi A, Yoo SJ, Boonstra JT, Hopkins DA, Steinbusch HWM, Moon C. Olfactory neuropathology in Alzheimer's disease: a sign of ongoing neurodegeneration. BMB Rep 2021. [PMID: 34162463 PMCID: PMC8249876 DOI: 10.5483/bmbrep.2021.54.6.055] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Gowoon Son
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology (DGIST), Daegu 42988, Korea
- Department of Neurosurgery, MUMC+, Maastricht 6202 AZ, the Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, MUMC+, Maastricht 6202 AZ, the Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Seung-Jun Yoo
- Convergence Research Advanced Centre for Olfaction, DGIST, Daegu 42988, Korea
| | - Jackson T. Boonstra
- Department of Neurosurgery, MUMC+, Maastricht 6202 AZ, the Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - David A. Hopkins
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax B3H 4R2, Canada
| | - Harry W. M. Steinbusch
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology (DGIST), Daegu 42988, Korea
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Cheil Moon
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology (DGIST), Daegu 42988, Korea
- Convergence Research Advanced Centre for Olfaction, DGIST, Daegu 42988, Korea
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23
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Son G, Jahanshahi A, Yoo SJ, Boonstra JT, Hopkins DA, Steinbusch HWM, Moon C. Olfactory neuropathology in Alzheimer's disease: a sign of ongoing neurodegeneration. BMB Rep 2021; 54:295-304. [PMID: 34162463 PMCID: PMC8249876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 05/06/2021] [Accepted: 05/06/2021] [Indexed: 11/08/2023] Open
Abstract
Olfactory neuropathology is a cause of olfactory loss in Alzheimer's disease (AD). Olfactory dysfunction is also associated with memory and cognitive dysfunction and is an incidental finding of AD dementia. Here we review neuropathological research on the olfactory system in AD, considering both structural and functional evidence. Experimental and clinical findings identify olfactory dysfunction as an early indicator of AD. In keeping with this, amyloid-β production and neuroinflammation are related to underlying causes of impaired olfaction. Notably, physiological features of the spatial map in the olfactory system suggest the evidence of ongoing neurodegeneration. Our aim in this review is to examine olfactory pathology findings essential to identifying mechanisms of olfactory dysfunction in the development of AD in hopes of supporting investigations leading towards revealing potential diagnostic methods and causes of early pathogenesis in the olfactory system. [BMB Reports 2021; 54(6): 295-304].
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Affiliation(s)
- Gowoon Son
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology (DGIST), Daegu 42988, Korea
- Department of Neurosurgery, MUMC+, Maastricht 6202 AZ, Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, MUMC+, Maastricht 6202 AZ, Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Seung-Jun Yoo
- Convergence Research Advanced Centre for Olfaction, DGIST, Daegu 42988, Korea
| | - Jackson T. Boonstra
- Department of Neurosurgery, MUMC+, Maastricht 6202 AZ, Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - David A. Hopkins
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax B3H 4R2, Canada
| | - Harry W. M. Steinbusch
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology (DGIST), Daegu 42988, Korea
- School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Cheil Moon
- Department of Brain & Cognitive Sciences, Graduate School, Daegu Gyeungbuk Institute of Science and Technology (DGIST), Daegu 42988, Korea
- Convergence Research Advanced Centre for Olfaction, DGIST, Daegu 42988, Korea
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Boonstra JT, Michielse S, Roebroeck A, Temel Y, Jahanshahi A. Dedicated container for postmortem human brain ultra-high field magnetic resonance imaging. Neuroimage 2021; 235:118010. [PMID: 33819610 DOI: 10.1016/j.neuroimage.2021.118010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 03/14/2021] [Accepted: 03/23/2021] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND The emerging field of ultra-high field MRI (UHF-MRI, 7 Tesla and higher) provides the opportunity to image human brains at a higher resolution and with higher signal-to-noise ratios compared to the more widely available 1.5 and 3T scanners. Scanning postmortem tissue additionally allows for greatly increased scan times and fewer movement issues leading to improvements in image quality. However, typical postmortem neuroimaging routines involve placing the tissue within plastic bags that leave room for susceptibility artifacts from tissue-air interfaces, inadequate submersion, and leakage issues. To address these challenges in postmortem imaging, a custom-built nonferromagnetic container was developed that allows whole brain hemispheres to be scanned at sub-millimeter resolution within typical head-coils. METHOD The custom-built polymethylmethacrylaat container consists of a cylinder with a hemispheric side and a lid with valves on the adjacent side. This shape fits within common MR head-coils and allows whole hemispheres to be submerged and vacuum sealed within it reducing imaging artifacts that would otherwise arise at air-tissue boundaries. Two hemisphere samples were scanned on a Siemens 9.4T Magnetom MRI scanner. High resolution T2* weighted data was obtained with a custom 3D gradient echo (GRE) sequence and diffusion-weighted imaging (DWI) scans were obtained with a 3D kT-dSTEAM sequence along 48 directions. RESULTS The custom-built container proved to submerge and contain tissue samples effectively and showed no interferences with MR scanning acquisition. The 3D GRE sequence provided high resolution isotropic T2* weighted data at 250 μm which showed a clear visualization of gray and white matter structures. DWI scans allowed for dense reconstruction of structural white matter connections via tractography. CONCLUSION Using this custom-built container worked towards achieving high quality MR images of postmortem brain material. This procedure can have advantages over traditional schemes including utilization of a standardized protocol and the reduced likelihood of leakage. This methodology could be adjusted and used to improve typical postmortem imaging routines.
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Affiliation(s)
- Jackson Tyler Boonstra
- Department of Neurosurgery, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6202 AZ, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6200 MD, the Netherlands.
| | - Stijn Michielse
- Department of Neurosurgery, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6202 AZ, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6200 MD, the Netherlands
| | - Alard Roebroeck
- Department of Cognitive Neuroscience, Faculty of Psychology & Neuroscience, Maastricht University, the Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6202 AZ, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6200 MD, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6202 AZ, the Netherlands; School for Mental Health and Neuroscience (MHeNS), Maastricht University Medical Center, P. Debyelaan 25, Maastricht, 6200 MD, the Netherlands
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Boonstra JT, Michielse S, Temel Y, Hoogland G, Jahanshahi A. Neuroimaging Detectable Differences between Parkinson's Disease Motor Subtypes: A Systematic Review. Mov Disord Clin Pract 2021; 8:175-192. [PMID: 33553487 PMCID: PMC7853198 DOI: 10.1002/mdc3.13107] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 09/10/2020] [Accepted: 10/07/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The neuroanatomical substrates of Parkinson's disease (PD) with tremor-dominance (TD) and those with non-tremor dominance (nTD), postural instability and gait difficulty (PIGD), and akinetic-rigid (AR) are not fully differentiated. A better understanding of symptom specific pathoanatomical markers of PD subtypes may result in earlier diagnosis and more tailored treatment. Here, we aim to give an overview of the neuroimaging literature that compared PD motor subtypes. METHODS A systematic literature review on neuroimaging studies of PD subtypes was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Search terms submitted to the PubMed database included: "Parkinson's disease", "MRI" and "motor subtypes" (TD, nTD, PIGD, AR). The results are first discussed from macro to micro level of organization (i.e., (1) structural; (2) functional; and (3) molecular) and then by applied imaging methodology. FINDINGS Several neuroimaging methods including diffusion imaging and positron emission tomography (PET) distinguish specific PD motor subtypes well, although findings are mixed. Furthermore, our review demonstrates that nTD-PD patients have more severe neuroalterations compared to TD-PD patients. More specifically, nTD-PD patients have deficits within striato-thalamo-cortical (STC) circuitry and other thalamocortical projections related to cognitive and sensorimotor function, while TD-PD patients tend to have greater cerebello-thalamo-cortical (CTC) circuitry dysfunction. CONCLUSIONS Based on the literature, STC and CTC circuitry deficits seem to be the key features of PD and the subtypes. Future research should make greater use of multimodal neuroimaging and techniques that have higher sensitivity in delineating subcortical structures involved in motor diseases.
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Affiliation(s)
- Jackson Tyler Boonstra
- Department of Neurosurgery, School for Mental Health and Neuroscience (MHeNS)Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Stijn Michielse
- Department of Neurosurgery, School for Mental Health and Neuroscience (MHeNS)Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Yasin Temel
- Department of Neurosurgery, School for Mental Health and Neuroscience (MHeNS)Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Govert Hoogland
- Department of Neurosurgery, School for Mental Health and Neuroscience (MHeNS)Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, School for Mental Health and Neuroscience (MHeNS)Maastricht University Medical CenterMaastrichtThe Netherlands
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Kozielski KL, Jahanshahi A, Gilbert HB, Yu Y, Erin Ö, Francisco D, Alosaimi F, Temel Y, Sitti M. Nonresonant powering of injectable nanoelectrodes enables wireless deep brain stimulation in freely moving mice. Sci Adv 2021; 7:7/3/eabc4189. [PMID: 33523872 PMCID: PMC7806222 DOI: 10.1126/sciadv.abc4189] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 11/18/2020] [Indexed: 05/29/2023]
Abstract
Devices that electrically modulate the deep brain have enabled important breakthroughs in the management of neurological and psychiatric disorders. Such devices are typically centimeter-scale, requiring surgical implantation and wired-in powering, which increases the risk of hemorrhage, infection, and damage during daily activity. Using smaller, remotely powered materials could lead to less invasive neuromodulation. Here, we present injectable, magnetoelectric nanoelectrodes that wirelessly transmit electrical signals to the brain in response to an external magnetic field. This mechanism of modulation requires no genetic modification of neural tissue, allows animals to freely move during stimulation, and uses nonresonant carrier frequencies. Using these nanoelectrodes, we demonstrate neuronal modulation in vitro and in deep brain targets in vivo. We also show that local subthalamic modulation promotes modulation in other regions connected via basal ganglia circuitry, leading to behavioral changes in mice. Magnetoelectric materials present a versatile platform technology for less invasive, deep brain neuromodulation.
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Affiliation(s)
- K L Kozielski
- Department of Physical Intelligence, Max Planck Institute for Intelligent Systems, Stuttgart, Germany.
- Department of Bioengineering and Biosystems, Institute of Functional Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - A Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - H B Gilbert
- Department of Physical Intelligence, Max Planck Institute for Intelligent Systems, Stuttgart, Germany
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Y Yu
- Department of Physical Intelligence, Max Planck Institute for Intelligent Systems, Stuttgart, Germany
| | - Ö Erin
- Department of Physical Intelligence, Max Planck Institute for Intelligent Systems, Stuttgart, Germany
- Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA
| | - D Francisco
- Department of Physical Intelligence, Max Planck Institute for Intelligent Systems, Stuttgart, Germany
| | - F Alosaimi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - Y Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - M Sitti
- Department of Physical Intelligence, Max Planck Institute for Intelligent Systems, Stuttgart, Germany.
- Institute for Biomedical Engineering, ETH Zurich, Zurich, Switzerland
- School of Medicine and College of Engineering, Koç University, Istanbul, Turkey
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Masneuf S, Imbach LL, Büchele F, Colacicco G, Penner M, Moreira CG, Ineichen C, Jahanshahi A, Temel Y, Baumann CR, Noain D. Altered sleep intensity upon DBS to hypothalamic sleep-wake centers in rats. Transl Neurosci 2021; 12:611-625. [PMID: 35070444 PMCID: PMC8729228 DOI: 10.1515/tnsci-2020-0202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 11/04/2021] [Accepted: 11/22/2021] [Indexed: 11/15/2022] Open
Abstract
Deep brain stimulation (DBS) has been scarcely investigated in the field of sleep research. We hypothesize that DBS onto hypothalamic sleep- and wake-promoting centers will produce significant neuromodulatory effects and potentially become a therapeutic strategy for patients suffering severe, drug-refractory sleep–wake disturbances. We aimed to investigate whether continuous electrical high-frequency DBS, such as that often implemented in clinical practice, in the ventrolateral preoptic nucleus (VLPO) or the perifornical area of the posterior lateral hypothalamus (PeFLH), significantly modulates sleep–wake characteristics and behavior. We implanted healthy rats with electroencephalographic/electromyographic electrodes and recorded vigilance states in parallel to bilateral bipolar stimulation of VLPO and PeFLH at 125 Hz and 90 µA over 24 h to test the modulating effects of DBS on sleep–wake proportions, stability and spectral power in relation to the baseline. We unexpectedly found that VLPO DBS at 125 Hz deepens slow-wave sleep (SWS) as measured by increased delta power, while sleep proportions and fragmentation remain unaffected. Thus, the intensity, but not the amount of sleep or its stability, is modulated. Similarly, the proportion and stability of vigilance states remained altogether unaltered upon PeFLH DBS but, in contrast to VLPO, 125 Hz stimulation unexpectedly weakened SWS, as evidenced by reduced delta power. This study provides novel insights into non-acute functional outputs of major sleep–wake centers in the rat brain in response to electrical high-frequency stimulation, a paradigm frequently used in human DBS. In the conditions assayed, while exerting no major effects on the sleep–wake architecture, hypothalamic high-frequency stimulation arises as a provocative sleep intensity-modulating approach.
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Affiliation(s)
- Sophie Masneuf
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Lukas L Imbach
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Fabian Büchele
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | | | - Marco Penner
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Carlos G Moreira
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Christian Ineichen
- Preclinical Laboratory for Translational Research into Affective Disorders, Department of Psychiatry, DPPP, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Christian R Baumann
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Daniela Noain
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.,Neuroscience Center Zurich (ZNZ), University of Zurich, Zurich, Switzerland.,Center of Competence Sleep & Health, University of Zurich, Zurich, Switzerland
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Hescham S, Liu H, Jahanshahi A, Temel Y. Deep brain stimulation and cognition: Translational aspects. Neurobiol Learn Mem 2020; 174:107283. [PMID: 32739395 DOI: 10.1016/j.nlm.2020.107283] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 06/10/2020] [Accepted: 07/26/2020] [Indexed: 11/19/2022]
Abstract
Many neurological patients suffer from memory loss. To date, pharmacological treatments for memory disorders have limited and short-lasting effects. Therefore, researchers are investigating novel therapies such as deep brain stimulation (DBS) to alleviate memory impairments. Up to now stimulation of the fornix, nucleus basalis of Meynert and entorhinal cortex have been found to enhance memory performance. Here, we provide an overview of the different DBS targets and mechanisms within the memory circuit, which could be relevant for enhancing memory in patients. Future studies are warranted, accelerating the efforts to further unravel mechanisms of action of DBS in memory-related disorders and develop stimulation protocols based on these mechanisms.
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Affiliation(s)
- Sarah Hescham
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands.
| | - Huajie Liu
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
| | - Ali Jahanshahi
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
| | - Yasin Temel
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, the Netherlands; European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, the Netherlands
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Pol S, Temel Y, Jahanshahi A. A Custom Made Electrode Construct and Reliable Implantation Method That Allows for Long-Term Bilateral Deep Brain Stimulation in Mice. Neuromodulation 2020; 24:212-219. [PMID: 32385967 PMCID: PMC7984026 DOI: 10.1111/ner.13165] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 03/20/2020] [Accepted: 04/06/2020] [Indexed: 12/11/2022]
Abstract
Objectives The underlying mechanisms behind the therapeutic and side effects of deep brain stimulation (DBS) need further investigation. The utilization of transgenic mouse lines is a suitable approach to better understand the cellular and network effects of DBS. However, not many bilateral DBS studies have been conducted in mice. This might be due to a lack of commercially available bilateral DBS constructs. Materials and Methods We developed an approach to perform repetitive long‐term DBS in freely moving mice. In this study, we implanted an in‐house custom‐made DBS construct containing two bipolar concentric electrodes to target the subthalamic nucleus (STN) bilaterally. Subsequently, we stimulated half of the animals with clinically relevant parameters three to five times a week with a duration of 20 min for ten weeks. Several behavioral tests were conducted of which the open field test (OFT) is shown to validate the reliability of this electrode construct and implantation method. Furthermore, we performed fiber photometry measurements to show the acute effect of STN‐DBS on serotonin network activity in the dorsal raphe nucleus. Results Repetitive DBS and long‐term behavioral testing were performed without complications. STN‐DBS resulted in an increase of the distance traveled in the OFT and a reduction of calcium levels in serotonergic neurons of the dorsal raphe nucleus. None of the mice had lost their electrodes and postmortem evaluation of the tissue showed accurate targeting of the STN without excessive gliosis. Conclusion The DBS electrode construct and implantation method described can be used for long‐term DBS studies to further investigate the mechanisms underlying DBS.
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Affiliation(s)
- Sylvana Pol
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ali Jahanshahi
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
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30
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van Zwieten G, Jahanshahi A, van Erp ML, Temel Y, Stokroos RJ, Janssen MLF, Smit JV. Alleviation of Tinnitus With High-Frequency Stimulation of the Dorsal Cochlear Nucleus: A Rodent Study. Trends Hear 2019; 23:2331216519835080. [PMID: 30868944 PMCID: PMC6419256 DOI: 10.1177/2331216519835080] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Deep brain stimulation of the central auditory pathway is emerging as a promising treatment modality for tinnitus. Within this pathway, the dorsal cochlear nucleus (DCN) plays a key role in the pathophysiology of tinnitus and is believed to be a tinnitus generator. We hypothesized that high-frequency stimulation (HFS) of the DCN would influence tinnitus-related abnormal neuronal activity within the auditory pathway and hereby suppress tinnitus. To this end, we assessed the effect of HFS of the DCN in a noise-induced rat model of tinnitus. The presence of tinnitus was verified using the gap prepulse inhibition of the acoustic startle response paradigm. Hearing thresholds were determined before and after noise trauma by measuring the auditory brainstem responses. In addition, changes in neuronal activity induced by noise trauma and HFS were assessed using c-Fos immunohistochemistry in related structures. Results showed tinnitus development after noise trauma and hearing loss ipsilateral to the side exposed to noise trauma. During HFS of the DCN, tinnitus was suppressed. There was no change in c-Fos expression within the central auditory pathway after HFS. These findings suggest that DCN-HFS changes patterns of activity and results in information lesioning within the network and hereby blocking the relay of abnormal tinnitus-related neuronal activity.
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Affiliation(s)
- Gusta van Zwieten
- 1 Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands.,2 School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands
| | - Ali Jahanshahi
- 3 Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Marlieke L van Erp
- 2 School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands
| | - Yasin Temel
- 2 School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands.,3 Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Robert J Stokroos
- 4 Department of Ear Nose Throat/Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marcus L F Janssen
- 2 School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands.,5 Department of Neurophysiology and Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jasper V Smit
- 1 Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands.,2 School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands
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Roet M, Jansen A, Hoogland G, Temel Y, Jahanshahi A. Endogenous TRPV1 expression in the human cingulate- and medial frontal gyrus. Brain Res Bull 2019; 152:184-190. [DOI: 10.1016/j.brainresbull.2019.07.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 07/15/2019] [Indexed: 12/18/2022]
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32
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Huguet G, Temel Y, Kádár E, Pol S, Casaca-Carreira J, Segura-Torres P, Jahanshahi A. Altered expression of dopaminergic cell fate regulating genes prior to manifestation of symptoms in a transgenic rat model of Huntington's disease. Brain Res 2019; 1712:101-108. [PMID: 30711400 DOI: 10.1016/j.brainres.2019.01.041] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 01/24/2019] [Accepted: 01/30/2019] [Indexed: 12/18/2022]
Abstract
Hyperactivity of the dopaminergic pathway is thought to contribute to clinical symptoms in the early stages of Huntington's disease (HD). It is suggested to be result of a reduced dopaminergic inhibition by degeneration of medium spiny neurons in the striatum. Previously, we have shown that the number of dopaminergic cells is increased in the dorsal raphe nucleus (DRN) of HD patients and transgenic HD (tgHD) rats during the manifestation phase of the disease; as well as in the substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) of tgHD rats. To address whether these changes are secondary to neurodegeneration or take place in the pre-manifest phase of the disease, we examined the expression of genes controlling neuronal cell fate and genes that define dopaminergic cell phenotype. In the SNc-VTA of tgHD rats, Msx1 was upregulated, which correlated with an altered expression of transcription factors Zbtb16 and Tcf12. Zbtb16 was upregulated in the DRN and it was the only gene that showed a correlated expression in the tgHD rats between SNc-VTA and DRN. Zbtb16 may be a candidate for regionally tuning its cell populations, resulting in the increase in dopaminergic cells observed in our previous studies. Here, we demonstrated an altered expression of genes related to dopaminergic cell fate regulation in the brainstem of 6 months-old tgHD rats. This suggests that changes in dopaminergic system in HD precede the manifestation of clinical symptoms, contradicting the theory that hyperdopaminergic status in HD is a consequence of neurodegeneration in the striatum.
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Affiliation(s)
- Gemma Huguet
- Departament de Biologia, Universitat de Girona, Girona, Spain.
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Elisabet Kádár
- Departament de Biologia, Universitat de Girona, Girona, Spain.
| | - Sylvana Pol
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Joao Casaca-Carreira
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Pilar Segura-Torres
- Departament de Psicobiologia i de Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain.
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
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Roet M, Hescham SA, Jahanshahi A, Rutten BPF, Anikeeva PO, Temel Y. Progress in neuromodulation of the brain: A role for magnetic nanoparticles? Prog Neurobiol 2019; 177:1-14. [PMID: 30878723 DOI: 10.1016/j.pneurobio.2019.03.002] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 03/05/2019] [Accepted: 03/07/2019] [Indexed: 12/19/2022]
Abstract
The field of neuromodulation is developing rapidly. Current techniques, however, are still limited as they i) either depend on permanent implants, ii) require invasive procedures, iii) are not cell-type specific, iv) involve slow pharmacokinetics or v) have a restricted penetration depth making it difficult to stimulate regions deep within the brain. Refinements into the different fields of neuromodulation are thus needed. In this review, we will provide background information on the different techniques of neuromodulation discussing their latest refinements and future potentials including the implementation of nanoparticles (NPs). In particular we will highlight the usage of magnetic nanoparticles (MNPs) as transducers in advanced neuromodulation. When exposed to an alternating magnetic field (AMF), certain MNPs can generate heat through hysteresis. This MNP heating has been promising in the field of cancer therapy and has recently been introduced as a method for remote and wireless neuromodulation. This indicates that MNPs may aid in the exploration of brain functions via neuromodulation and may eventually be applied for treatment of neuropsychiatric disorders. We will address the materials chemistry of MNPs, their biomedical applications, their delivery into the brain, their mechanisms of stimulation with emphasis on MNP heating and their remote control in living tissue. The final section compares and discusses the parameters used for MNP heating in brain cancer treatment and neuromodulation. Concluding, using MNPs for nanomaterial-mediated neuromodulation seem promising in a variety of techniques and could be applied for different neuropsychiatric disorders when more extensively investigated.
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Affiliation(s)
- Milaine Roet
- School for Mental Health and Neuroscience, Department of Neurosurgery, Maastricht University, Maastricht, 6200, MD, The Netherlands; European Graduate School of Neuroscience (EURON), The Netherlands
| | - Sarah-Anna Hescham
- School for Mental Health and Neuroscience, Department of Neurosurgery, Maastricht University, Maastricht, 6200, MD, The Netherlands; European Graduate School of Neuroscience (EURON), The Netherlands
| | - Ali Jahanshahi
- School for Mental Health and Neuroscience, Department of Neurosurgery, Maastricht University, Maastricht, 6200, MD, The Netherlands; European Graduate School of Neuroscience (EURON), The Netherlands
| | - Bart P F Rutten
- School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, 6200, MD, The Netherlands; European Graduate School of Neuroscience (EURON), The Netherlands
| | - Polina O Anikeeva
- Department of Materials Science and Engineering, Department of Brain and Cognitive Sciences, Research Laboratory of Electronics, McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, 02139, MA, United States of America
| | - Yasin Temel
- School for Mental Health and Neuroscience, Department of Neurosurgery, Maastricht University, Maastricht, 6200, MD, The Netherlands; European Graduate School of Neuroscience (EURON), The Netherlands; Department of Neurosurgery, Maastricht University Medical Center, Maastricht, 6202, AZ, The Netherlands.
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Aldehri M, Temel Y, Jahanshahi A, Hescham S. Fornix deep brain stimulation induces reduction of hippocampal synaptophysin levels. J Chem Neuroanat 2019; 96:34-40. [DOI: 10.1016/j.jchemneu.2018.12.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 12/03/2018] [Accepted: 12/04/2018] [Indexed: 12/14/2022]
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Roet M, Pol S, Schaper FLWVJ, Hoogland G, Jahanshahi A, Temel Y. Severe seizures as a side effect of deep brain stimulation in the dorsal peduncular cortex in a rat model of depression. Epilepsy Behav 2019; 92:269-275. [PMID: 30731292 DOI: 10.1016/j.yebeh.2019.01.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 12/29/2018] [Accepted: 01/04/2019] [Indexed: 12/14/2022]
Abstract
Deep brain stimulation (DBS) has shown to have antidepressant effects in both human trials and animal studies. However, the optimal target and the underlying therapeutic mechanisms remain to be determined. In this study, we investigated if high frequency (HF) DBS in the dorsal peduncular cortex (DPC) alleviates depressive-like behavior in an experimental model of depression. Surprisingly, HF DBS in the DPC caused acute induction of seizures in ~40% of animals stimulated with clinically relevant stimulation parameters. Reducing the stimulation's amplitude by 50% did not alter seizure occurrence. Electroencephalographic (EEG) recordings showed seizures up to Racine stage IV lasting up to 4 min after cessation of stimulation. We conclude that HF DBS in the DPC is not suitable for mood-related experiments in rats but could be a potential model for seizure induction.
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Affiliation(s)
- Milaine Roet
- School for Mental Health and Neuroscience, Department of Neurosurgery, The Netherlands; School for Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), The Netherlands.
| | - Sylvana Pol
- School for Mental Health and Neuroscience, Department of Neurosurgery, The Netherlands; School for Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), The Netherlands
| | - Frédéric L W V J Schaper
- School for Mental Health and Neuroscience, Department of Neurosurgery, The Netherlands; School for Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), The Netherlands
| | - Govert Hoogland
- School for Mental Health and Neuroscience, Department of Neurosurgery, The Netherlands; School for Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), The Netherlands
| | - Ali Jahanshahi
- School for Mental Health and Neuroscience, Department of Neurosurgery, The Netherlands; School for Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), The Netherlands
| | - Yasin Temel
- School for Mental Health and Neuroscience, Department of Neurosurgery, The Netherlands; School for Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), The Netherlands.
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van Zwieten G, Janssen MLF, Smit JV, Janssen AML, Roet M, Jahanshahi A, Stokroos RJ, Temel Y. Inhibition of Experimental Tinnitus With High Frequency Stimulation of the Rat Medial Geniculate Body. Neuromodulation 2018; 22:416-424. [PMID: 30102446 PMCID: PMC6618158 DOI: 10.1111/ner.12795] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 03/28/2018] [Accepted: 05/02/2018] [Indexed: 12/24/2022]
Abstract
BACKGROUND Neuromodulation is a promising treatment modality for tinnitus, especially in chronic and severe cases. The auditory thalamus plays a key role in the pathophysiology of tinnitus, as it integrates and processes auditory and limbic information. OBJECTIVE The effect of high frequency stimulation and low frequency stimulation of the medial geniculate bodies on tinnitus in a noise-induced tinnitus rat model is assessed. MATERIALS AND METHODS Presence of tinnitus was verified using the gap-induced prepulse inhibition of the acoustic startle response paradigm. Hearing thresholds were determined before and after noise trauma with auditory brainstem responses. Anxiety-related side-effects were evaluated in the elevated zero maze and open field. RESULTS Results show tinnitus development after noise exposure and preserved hearing thresholds of the ear that was protected from noise trauma. We found that high frequency stimulation of the medial geniculate bodies suppressed tinnitus. This effect maintained directly after stimulation when the stimulator was turned off. Low frequency stimulation did not have any effects on the gap:no-gap ratio of the acoustic startle response. CONCLUSION High frequency stimulation of the MGB has a direct and residual suppressing effect on tinnitus in this animal model. Low frequency stimulation of the MGB did not inhibit tinnitus.
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Affiliation(s)
- Gusta van Zwieten
- Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Marcus L F Janssen
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurology and Neurophysiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jasper V Smit
- Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - A Miranda L Janssen
- Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Methodology and Statistics, School for Public Health and Primary Care, Maastricht University, Maastricht, The Netherlands
| | - Milaine Roet
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ali Jahanshahi
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Robert J Stokroos
- Department of Ear Nose and Throat/Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yasin Temel
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
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Zare A, Schipper S, Stein W, Temel Y, van Koeveringe GA, Jahanshahi A. Electrophysiological responses of the ventrolateral periaqueductal gray matter neurons towards peripheral bladder stimulation. Brain Res Bull 2018; 142:116-121. [PMID: 30016723 DOI: 10.1016/j.brainresbull.2018.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Revised: 06/15/2018] [Accepted: 07/12/2018] [Indexed: 01/29/2023]
Abstract
INTRODUCTION Many of the currently available therapies for urinary incontinence target the peripheral autonomic system, despite many etiologies residing in the central nervous system. Following previous experiments that determined the ventrolateral column of the periaqueductal gray matter (vlPAG), to be the main afferent station of bladder sensory signals, we aimed for electrophysiological characterization of vlPAG neurons using single unit recording. METHODS 15 rats were anesthetized and underwent implantation with electrodes at the dome and the neck of the bladder, to electrically stimulate the detrusor. After craniotomy, a glass micropipette was inserted in vlPAG to record neuronal action potentials. The detrusor was stimulated by a series of 20 Hz pulses, for a total duration of 50 s at an intensity of 2 mA, for each vlPAG neuron selected. Single unit recordings were performed on a total of 26 neurons. Confirmation of electrode position was made by iontophoretic ejection of Pontamine sky blue. RESULTS The firing rate of vlPAG neurons decreased significantly during the stimulation period. Peristimulus time histogram (PSTH) analysis showed 24 out of 26 neurons to be unresponsive to stimulation. All recorded vlPAG neurons showed irregular firing patterns. CONCLUSIONS The change in firing rate may point to an overall inhibitory influence of bladder stimulation on vlPAG neurons. These data suggest an inhibitory relay station at the vlPAG, before sensory bladder signals would affect pontine micturition center. The lack of the inhibitory effect on PSTH may be due to a longer interval between neuronal response and the stimulation.
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Affiliation(s)
- Aryo Zare
- Department of Urology, Maastricht University Medical Center, Maastricht, The Netherlands; School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands.
| | - Sandra Schipper
- Department of Urology, Maastricht University Medical Center, Maastricht, The Netherlands; School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands
| | - Wolfgang Stein
- School of Biological Sciences, Illinois State University, United States
| | - Yasin Temel
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands; Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Gommert A van Koeveringe
- Department of Urology, Maastricht University Medical Center, Maastricht, The Netherlands; School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands.
| | - Ali Jahanshahi
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands; Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
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Zare A, Jahanshahi A, Rahnama'i MS, Schipper S, van Koeveringe GA. The Role of the Periaqueductal Gray Matter in Lower Urinary Tract Function. Mol Neurobiol 2018; 56:920-934. [PMID: 29804231 PMCID: PMC6400878 DOI: 10.1007/s12035-018-1131-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 05/14/2018] [Indexed: 12/18/2022]
Abstract
The periaqueductal gray matter (PAG), as one of the mostly preserved evolutionary components of the brain, is an axial structure modulating various important functions of the organism, including autonomic, behavioral, pain, and micturition control. It has a critical role in urinary bladder physiology, with respect to storage and voiding of urine. The PAG has a columnar composition and has extensive connections with its cranially and caudally located components of the central nervous system (CNS). The PAG serves as the control tower of the detrusor and sphincter contractions. It serves as a bridge between the evolutionary higher decision-making brain centers and the lower centers responsible for reflexive micturition. Glutamatergic cells are the main operational neurons in the vlPAG, responsible for the reception and relay of the signals emerging from the bladder, to related brain centers. Functional imaging studies made it possible to clarify the activity of the PAG in voiding and filling phases of micturition, and its connections with various brain centers in living humans. The PAG may be affected in a wide spectrum of disorders, including multiple sclerosis (MS), migraine, stroke, Wernicke’s encephalopathy, and idiopathic normal pressure hydrocephalus, all of which may have voiding dysfunction or incontinence, in certain stages of the disease. This emphasizes the importance of this structure for the basic understanding of voiding and storage disorders and makes it a potential candidate for diagnostic and therapeutic interventions.
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Affiliation(s)
- Aryo Zare
- Department of Urology, Maastricht University Medical Center, Maastricht, The Netherlands.
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands.
| | - Ali Jahanshahi
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | | | - Sandra Schipper
- Department of Urology, Maastricht University Medical Center, Maastricht, The Netherlands
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands
| | - Gommert A van Koeveringe
- Department of Urology, Maastricht University Medical Center, Maastricht, The Netherlands.
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Science, Maastricht, The Netherlands.
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Meriaux C, Hohnen R, Schipper S, Zare A, Jahanshahi A, Birder LA, Temel Y, van Koeveringe GA. Neuronal Activation in the Periaqueductal Gray Matter Upon Electrical Stimulation of the Bladder. Front Cell Neurosci 2018; 12:133. [PMID: 29867366 PMCID: PMC5968116 DOI: 10.3389/fncel.2018.00133] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 04/30/2018] [Indexed: 12/27/2022] Open
Abstract
Reflexes, that involve the spinobulbospinal pathway control both storage and voiding of urine. The periaqueductal gray matter (PAG), a pontine structure is part of the micturition pathway. Alteration in this pathway could lead to micturition disorders and urinary incontinence, such as the overactive bladder symptom complex (OABS). Although different therapeutic options exist for the management of OABS, these are either not effective in all patients. Part of the pathology of OABS is faulty sensory signaling about the filling status of the urinary bladder, which results in aberrant efferent signaling leading to overt detrusor contractions and the sensation of urgency and frequent voiding. In order to identify novel targets for therapy (i.e., structures in the central nervous system) and explore novel treatment modalities such as neuromodulation, we aimed at investigating which areas in the central nervous system are functionally activated upon sensory afferent stimulation of the bladder. Hence, we designed a robust protocol with multiple readout parameters including immunohistological and behavioral parameters during electrical stimulation of the rat urinary bladder. Bladder stimulation induced by electrical stimulation, below the voiding threshold, influences neural activity in: (1) the caudal ventrolateral PAG, close to the aqueduct; (2) the pontine micturition center and locus coeruleus; and (3) the superficial layers of the dorsal horn, sacral parasympathetic nucleus and central canal region of the spinal cord. In stimulated animals, a higher voiding frequency was observed but was not accompanied by increase in anxiety level and locomotor deficits. Taken together, this work establishes a critical role for the vlPAG in the processing of sensory information from the urinary bladder and urges future studies to investigate the potential of neuromodulatory approaches for urological diseases.
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Affiliation(s)
- Céline Meriaux
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands,*Correspondence: Céline Meriaux
| | - Ramona Hohnen
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands
| | - Sandra Schipper
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands,Department of Urology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Aryo Zare
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands
| | - Ali Jahanshahi
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - Lori A. Birder
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Yasin Temel
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, Netherlands
| | - Gommert A. van Koeveringe
- School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, Netherlands,European Graduate School of Neuroscience (EURON), Maastricht, Netherlands,Department of Urology, Maastricht University Medical Center, Maastricht, Netherlands
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Janssen PTJ, Breukink SO, Melenhorst J, Stassen LPS, Bouvy ND, Temel Y, Jahanshahi A. Behavioral outcomes of a novel, pelvic nerve damage rat model of fecal incontinence. Neurogastroenterol Motil 2018; 30:e13242. [PMID: 29144006 DOI: 10.1111/nmo.13242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 09/28/2017] [Indexed: 02/08/2023]
Abstract
BACKGROUND Fecal incontinence (FI) has a multifactorial pathophysiology with a severe social impact. The most common cause for FI is pudendal nerve damage, which mostly occurs in women during or after labor. A better understanding of the pathophysiology is required to optimize treatment of FI. In this study, we evaluate the use of a novel pelvic nerve damage rat model of FI. METHODS This new model simulates the forces on the pelvic floor during labor by prolonged transvaginal, retro-uterine intrapelvic balloon distention in female rats. Number of fecal pellets produced per day and defecation pattern was compared between the experimental and control group for 2 weeks. The cages of the rats were divided in food, nesting and latrine areas to evaluate changes in defecation pattern. The FI Index (FII) was calculated to assess the ratio of fecal pellets between the non-latrine areas and the total number of pellets. A higher score represents more random distribution of feces outside the latrine area. RESULTS Total number of fecal pellets was higher in the experimental group as compared with the controls. In both groups most fecal pellets were deposited in the nesting area, which is closest to the food area. The experimental group deposited more fecal pellets in the latrine area and had a lower FII indicating less random distribution of feces outside the latrine area. CONCLUSION Transvaginal, retro-uterine intrapelvic balloon distention is a safe and feasible animal model simulating the human physiologic impact of labor by downwards pressure on the pelvic floor.
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Affiliation(s)
- P T J Janssen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - S O Breukink
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - J Melenhorst
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - L P S Stassen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - N D Bouvy
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Y Temel
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - A Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
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Zare A, Jahanshahi A, Meriaux C, Steinbusch HW, van Koeveringe GA. Glutamatergic cells in the periaqueductal gray matter mediate sensory inputs after bladder stimulation in freely moving rats. Int J Urol 2018; 25:621-626. [PMID: 29577439 DOI: 10.1111/iju.13562] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 01/30/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVES To determine the phenotype of the ventrolateral part of the periaqueductal gray matter neurons after bladder stimulation. METHODS In the experimental group, electrical stimulation of the bladder was carried out under freely moving condition by a bipolar stimulation electrode implanted in the bladder wall. Thereafter, the brain sections were processed for immunohistochemical analysis using antibodies against c-Fos (neuronal activation marker) together with one of the following: tyrosine hydroxylase (dopaminergic cell marker), vesicular glutamate transporter (glutamatergic cell marker), serotonin, glutamate decarboxylase (glutamate decarboxylase 67, gamma-aminobutyric acid cell marker) and neuronal nitric oxide synthase. We used design-based confocal stereological analysis to quantify the immunohistochemically stained sections. RESULTS A significant increase in the number of c-Fos-positive cells in the ventrolateral part of the periaqueductal gray matter after stimulation was found. Furthermore, the ratio of c-Fos cells double labeled with vesicular glutamate transporter was significantly higher in the ventrolateral part of the periaqueductal gray matter region in the stimulated compared with the sham group. Quantitative analysis of the other four cell types did not show any significant difference. CONCLUSION These findings suggest that glutamatergic neurotransmission in the ventrolateral part of the periaqueductal gray matter is seemingly the main pathway to be activated after receiving sensory signals from the bladder.
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Affiliation(s)
- Aryo Zare
- Department of Urology, Maastricht University Medical Center, Maastricht,, the Netherlands.,EURON European Graduate School of Neuroscience, Maastricht,, the Netherlands
| | - Ali Jahanshahi
- EURON European Graduate School of Neuroscience, Maastricht,, the Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, , the Netherlands
| | - Celine Meriaux
- Department of Urology, Maastricht University Medical Center, Maastricht,, the Netherlands.,EURON European Graduate School of Neuroscience, Maastricht,, the Netherlands
| | - Harry Wm Steinbusch
- EURON European Graduate School of Neuroscience, Maastricht,, the Netherlands.,Department of Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Gommert A van Koeveringe
- Department of Urology, Maastricht University Medical Center, Maastricht,, the Netherlands.,EURON European Graduate School of Neuroscience, Maastricht,, the Netherlands
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Schönfeld LM, Jahanshahi A, Lemmens E, Bauwens M, Hescham SA, Schipper S, Lagiere M, Hendrix S, Temel Y. Motor cortex stimulation does not lead to functional recovery after experimental cortical injury in rats. Restor Neurol Neurosci 2018; 35:295-305. [PMID: 28506001 DOI: 10.3233/rnn-160703] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Motor impairments are among the major complications that develop after cortical damage caused by either stroke or traumatic brain injury. Motor cortex stimulation (MCS) can improve motor functions in animal models of stroke by inducing neuroplasticity. OBJECTIVE In the current study, the therapeutic effect of chronic MCS was assessed in a rat model of severe cortical damage. METHODS A controlled cortical impact (CCI) was applied to the forelimb area of the motor cortex followed by implantation of a flat electrode covering the lesioned area. Forelimb function was assessed using the Montoya staircase test and the cylinder test before and after a period of chronic MCS. Furthermore, the effect of MCS on tissue metabolism and lesion size was measured using [18F]-fluorodesoxyglucose (FDG) μPET scanning. RESULTS CCI caused a considerable lesion at the level of the motor cortex and dorsal striatum together with a long-lasting behavioral phenotype of forelimb impairment. However, MCS applied to the CCI lesion did not lead to any improvement in limb functioning when compared to non-stimulated control rats. Also, MCS neither changed lesion size nor distribution of FDG. CONCLUSION The use of MCS as a standalone treatment did not improve motor impairments in a rat model of severe cortical damage using our specific treatment modalities.
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Affiliation(s)
- Lisa-Maria Schönfeld
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
| | - Ali Jahanshahi
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Evi Lemmens
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
| | - Matthias Bauwens
- Department of Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Sarah-Anna Hescham
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Sandra Schipper
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Melanie Lagiere
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Sven Hendrix
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
| | - Yasin Temel
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
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Toonen LJA, Casaca-Carreira J, Pellisé-Tintoré M, Mei H, Temel Y, Jahanshahi A, van Roon-Mom WMC. Intracerebroventricular Administration of a 2'-O-Methyl Phosphorothioate Antisense Oligonucleotide Results in Activation of the Innate Immune System in Mouse Brain. Nucleic Acid Ther 2018; 28:63-73. [PMID: 29565739 PMCID: PMC5899290 DOI: 10.1089/nat.2017.0705] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Antisense oligonucleotides (AONs) are versatile molecules that can be used to modulate gene expression by binding to RNA. The therapeutic potential of AONs appears particularly high in the central nervous system, due to excellent distribution and uptake in brain cells, as well as good tolerability in clinical trials thus far. Nonetheless, immune stimulation in response to AON treatment in the brain remains a concern. For this reason we performed RNA sequencing analysis of brain tissue from mice treated intracerebroventricularly with phosphorothioate, 2′-O-methyl modified AONs. A significant upregulation of immune system associated genes was observed in brains of AON treated mice, with the striatum showing largest transcriptional changes. Strongest upregulation was seen for the antiviral enzyme 2′-5′-oligoadenylate synthase-like protein 2 (Oasl2) and Bone marrow stromal antigen 2 (Bst2). Histological analysis confirmed activation of microglia and astrocytes in striatum. The upregulation of immune system associated genes was detectable for at least 2 months after the last AON administration, consistent with a continuous immune response to the AON.
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Affiliation(s)
- Lodewijk J A Toonen
- 1 Department of Human Genetics, Leiden University Medical Center , Leiden, the Netherlands
| | - João Casaca-Carreira
- 2 Department of Neurosurgery, Maastricht University Medical Center , Maastricht, the Netherlands .,3 European Graduate School of Neuroscience (EURON) , Maastricht, the Netherlands .,4 Department of Physiotherapy, Portuguese Red Cross Health School , Lisbon, Portugal .,5 Department of Physiotherapy, School of Health Care , Setubal Polytechnic Institute, Setubal, Portugal
| | - Maria Pellisé-Tintoré
- 2 Department of Neurosurgery, Maastricht University Medical Center , Maastricht, the Netherlands .,6 Department of Medical Science, Faculty of Medicine, University of Girona (UdG) , Girona, Spain
| | - Hailiang Mei
- 7 Sequencing Analysis Support Core, Leiden University Medical Center , Leiden, the Netherlands
| | - Yasin Temel
- 2 Department of Neurosurgery, Maastricht University Medical Center , Maastricht, the Netherlands .,3 European Graduate School of Neuroscience (EURON) , Maastricht, the Netherlands
| | - Ali Jahanshahi
- 2 Department of Neurosurgery, Maastricht University Medical Center , Maastricht, the Netherlands .,3 European Graduate School of Neuroscience (EURON) , Maastricht, the Netherlands
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Aldehri M, Temel Y, Alnaami I, Jahanshahi A, Hescham S. Deep brain stimulation for Alzheimer's Disease: An update. Surg Neurol Int 2018; 9:58. [PMID: 29576909 PMCID: PMC5858049 DOI: 10.4103/sni.sni_342_17] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 01/09/2018] [Indexed: 12/23/2022] Open
Abstract
Background: Dementia is among the leading causes of severe and long-term disability worldwide, decreasing the quality of life of individuals and families. Moreover, it induces an enormous economic burden on societies. The most prevalent cause of dementia is Alzheimer's disease (AD). Because current treatment options for AD are limited, deep brain stimulation (DBS) has been considered. Methods: The aim of this review is to survey the current understanding regarding the effects of DBS in AD and possibly shed light on the mechanisms of DBS in AD. We searched PubMed and Cochrane for various studies in English literature describing DBS in patients with AD and relevant preclinical studies. All related studies published from December 2013 to March 2017 were included in this review. Results: Our understanding of the neural circuitry underlying learning and memory in both rodent models and human patients has grown over the past years and provided potential therapeutic targets for DBS such as the fornix and the nucleus basalis of Meynert. Clinical results indicate that DBS is most beneficial for patients who are in the early stages of AD. Potential mechanisms of action of DBS in AD comprise long-term structural plasticity, including hippocampal enlargement as well as enhanced neurotransmitter release. Conclusion: It is still premature to conclude that DBS can be used in the treatment of AD, and the field will wait for the results of ongoing and future clinical trials.
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Affiliation(s)
- Majed Aldehri
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands.,Division of Neuroanatomy, Department of Anatomy, King Khalid University, Abha, Saudi Arabia.,European Graduate School of Neuroscience (EURON), Maastricht University, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ibrahim Alnaami
- Division of Neurosurgery, Department of Surgery, King Khalid University, Abha, Saudi Arabia
| | - Ali Jahanshahi
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Sarah Hescham
- Department of Neurosurgery, Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
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Schönfeld LM, Dooley D, Jahanshahi A, Temel Y, Hendrix S. Evaluating rodent motor functions: Which tests to choose? Neurosci Biobehav Rev 2017; 83:298-312. [PMID: 29107829 DOI: 10.1016/j.neubiorev.2017.10.021] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 09/18/2017] [Accepted: 10/23/2017] [Indexed: 01/11/2023]
Abstract
Damage to the motor cortex induced by stroke or traumatic brain injury (TBI) can result in chronic motor deficits. For the development and improvement of therapies, animal models which possess symptoms comparable to the clinical population are used. However, the use of experimental animals raises valid ethical and methodological concerns. To decrease discomfort by experimental procedures and to increase the quality of results, non-invasive and sensitive rodent motor tests are needed. A broad variety of rodent motor tests are available to determine deficits after stroke or TBI. The current review describes and evaluates motor tests that fall into three categories: Tests to evaluate fine motor skills and grip strength, tests for gait and inter-limb coordination and neurological deficit scores. In this review, we share our thoughts on standardized data presentation to increase data comparability between studies. We also critically evaluate current methods and provide recommendations for choosing the best behavioral test for a new research line.
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Affiliation(s)
- Lisa-Maria Schönfeld
- Comparative Psychology, Institute of Experimental Psychology, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
| | - Dearbhaile Dooley
- Health Science Centre, School of Medicine, University College Dublin, Belfield, Dublin, Ireland
| | - Ali Jahanshahi
- Department of Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Yasin Temel
- Department of Neuroscience, Maastricht University, Maastricht, the Netherlands; Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Sven Hendrix
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium.
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Smit JV, Jahanshahi A, Janssen ML, Stokroos RJ, Temel Y. Hearing assessment during deep brain stimulation of the central nucleus of the inferior colliculus and dentate cerebellar nucleus in rat. PeerJ 2017; 5:e3892. [PMID: 29018625 PMCID: PMC5633028 DOI: 10.7717/peerj.3892] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 09/15/2017] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Recently it has been shown in animal studies that deep brain stimulation (DBS) of auditory structures was able to reduce tinnitus-like behavior. However, the question arises whether hearing might be impaired when interfering in auditory-related network loops with DBS. METHODS The auditory brainstem response (ABR) was measured in rats during high frequency stimulation (HFS) and low frequency stimulation (LFS) in the central nucleus of the inferior colliculus (CIC, n = 5) or dentate cerebellar nucleus (DCBN, n = 5). Besides hearing thresholds using ABR, relative measures of latency and amplitude can be extracted from the ABR. In this study ABR thresholds, interpeak latencies (I-III, III-V, I-V) and V/I amplitude ratio were measured during off-stimulation state and during LFS and HFS. RESULTS In both the CIC and the CNBN groups, no significant differences were observed for all outcome measures. DISCUSSION DBS in both the CIC and the CNBN did not have adverse effects on hearing measurements. These findings suggest that DBS does not hamper physiological processing in the auditory circuitry.
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Affiliation(s)
- Jasper V. Smit
- Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ali Jahanshahi
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Marcus L.F. Janssen
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Robert J. Stokroos
- Department of Ear Nose and Throat/Head and Neck Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
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Santegoeds RGC, Yakkioui Y, Jahanshahi A, Hoogland G, Temel Y, van Overbeeke JJ. Validation of reference genes in human chordoma. Surg Neurol Int 2017; 8:100. [PMID: 28695047 PMCID: PMC5473083 DOI: 10.4103/sni.sni_399_16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Accepted: 03/08/2017] [Indexed: 11/18/2022] Open
Abstract
Background: Chordoma are rare slow-growing tumors of the axial skeleton, which are thought to arise from remnants of the notochord. Little is known about the underlying mechanisms that drive this tumor. However, the assessment of gene expression levels by quantitative real-time polymerase chain reaction (qRT-PCR) is hampered due to a lack of validated reference genes. Using an unstable reference gene in qRT-PCR may lead to irreproducible results. Methods: The expression of 12 candidate reference genes (ACTB, B2M, T, EF1a, GAPDH, HPRT, KRT8, KRT19, PGK1, RS27a, TBP, and YWHAZ) was analyzed by qRT-PCR in flash frozen chordoma samples from 18 patients. GeNorm and NormFinder algorithms were used to rank the stability of the genes. Results: From most to least stably expressed, the top six genes found by geNorm were PGK1, YWHAZ, ACTB, HPRT, EF1A, and TBP. When analyzed by NormFinder, the top six genes were ACTB, YWHAZ, PGK1, B2M, TBP, and HPRT. GAPDH alone, which is often used as a reference gene in chordoma gene expression studies, is not stable enough for reliable results. Conclusion: In gene expression studies of human chordomas, PGK1, ACTB, and YWHAZ are more stably expressed, and therefore, are preferred reference genes over the most often used reference gene so far, GAPDH.
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Affiliation(s)
- R G C Santegoeds
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Y Yakkioui
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - A Jahanshahi
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - G Hoogland
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Y Temel
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - J J van Overbeeke
- Department of Neurosurgery, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
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Casaca-Carreira J, Temel Y, Hescham SA, Jahanshahi A. Transependymal Cerebrospinal Fluid Flow: Opportunity for Drug Delivery? Mol Neurobiol 2017; 55:2780-2788. [PMID: 28455692 PMCID: PMC5842497 DOI: 10.1007/s12035-017-0501-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 03/07/2017] [Indexed: 12/23/2022]
Abstract
Drug delivery to the central nervous system (CNS) is complicated by the blood-brain barrier. As a result, many agents that are found to be potentially effective at their site of action cannot be sufficiently or effectively delivered to the CNS and therefore have been discarded and not developed further for clinical use, leaving many CNS diseases untreated. One way to overcome this obstacle is intracerebroventricular (ICV) delivery of the therapeutics directly to cerebrospinal fluid (CSF). Recent experimental and clinical findings reveal that CSF flows from the ventricles throughout the parenchyma towards the subarachnoid space also named minor CSF pathway, while earlier, it was suggested that only in pathological conditions such as hydrocephalus this form of CSF flow occurs. This transependymal flow of CSF provides a route to distribute ICV-infused drugs throughout the brain. More insight on transependymal CSF flow will direct more rational to ICV drug delivery and broaden its clinical indications in managing CNS diseases.
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Affiliation(s)
- João Casaca-Carreira
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- European Graduate School of Neuroscience (EURON), Maastricht, the Netherlands
| | - Yasin Temel
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
- European Graduate School of Neuroscience (EURON), Maastricht, the Netherlands
| | - Sarah-Anna Hescham
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
- European Graduate School of Neuroscience (EURON), Maastricht, the Netherlands
| | - Ali Jahanshahi
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands.
- European Graduate School of Neuroscience (EURON), Maastricht, the Netherlands.
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Santegoeds R, Yakkioui Y, Jahanshahi A, Raven G, Van Overbeeke J, Herrler A, Temel Y. Notochord isolation using laser capture microdissection. J Chem Neuroanat 2017; 80:37-43. [DOI: 10.1016/j.jchemneu.2016.12.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 11/08/2016] [Accepted: 12/19/2016] [Indexed: 01/10/2023]
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50
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Schönfeld LM, Jahanshahi A, Lemmens E, Schipper S, Dooley D, Joosten E, Temel Y, Hendrix S. Long-Term Motor Deficits after Controlled Cortical Impact in Rats Can Be Detected by Fine Motor Skill Tests but Not by Automated Gait Analysis. J Neurotrauma 2017; 34:505-516. [DOI: 10.1089/neu.2016.4440] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Affiliation(s)
- Lisa-Maria Schönfeld
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Ali Jahanshahi
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Evi Lemmens
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
| | - Sandra Schipper
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Dearbhaile Dooley
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
| | - Elbert Joosten
- Department of Anesthesiology and Pain Management, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Sven Hendrix
- Department of Morphology, Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
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