1
|
Sahai E, Hickman J, Denman DJ. A Bioelectric Router for Adaptive Isochronous Neurostimulation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.28.635122. [PMID: 39975050 PMCID: PMC11838292 DOI: 10.1101/2025.01.28.635122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Objective Multipolar intracranial electrical brain stimulation (iEBS) is a method that has potential to improve clinical applications of mono- and bipolar iEBS. Current tools for researching multipolar iEBS are proprietary, can have high entry costs, lack flexibility in managing different stimulation parameters and electrodes, and can include clinical features unnecessary for the requisite exploratory research. This is a factor limiting the progress in understanding and applying multipolar iEBS effectively. To address these challenges, we developed the Bioelectric Router for Adaptive Isochronous Neuro stimulation (BRAINS) board. Approach The BRAINS board is a cost-effective and customizable device designed to facilitate multipolar stimulation experiments across a 16-channel electrode array using common research electrode setups. The BRAINS board interfaces with a microcontroller, allowing users to configure each channel for cathodal or anodal input, establish a grounded connection, or maintain a floating state. The design prioritizes ease of integration by leveraging standard tools like a microcontroller and an analog signal isolators while providing options to customize setups according to experimental conditions. It also ensures output isolation, reduces noise, and supports remote configuration changes for rapid switching of electrode states. To test the efficacy of the board, we performed bench-top validation of monopolar, bipolar, and multipolar stimulation regimes. The same regimes were tested in vivo in mouse primary visual cortex and measured using Neuropixel recordings. Main Results The BRAINS board demonstrates no meaningful differences in Root Mean Square Error (RMSE) noise or signal-to-noise ratio compared to the baseline performance of the isolated stimulator alone. The board supports configuration changes at a rate of up to 600 Hz without introducing residual noise, enabling high-frequency switching necessary for temporally multiplexed multipolar stimulation. Significance The BRAINS board represents a significant advancement in exploratory brain stimulation research by providing a user-friendly, customizable, open source, and cost-effective tool capable of conducting sophisticated, reproducible, and finely controlled stimulation experiments. With a capacity for effectively real-time information processing and efficient parameter exploration the BRAINS board can enhance both exploratory research on iEBS and enable improved clinical use of multipolar and closed-loop iEBS.
Collapse
Affiliation(s)
- Eashan Sahai
- University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Jordan Hickman
- University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Daniel J Denman
- University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| |
Collapse
|
2
|
Arunachalam Sakthiyendran N, Padala VJ, Seide M, See JW, Sabu N, Sharma A, Silat MT, Katariya K, Chauhan S, Fatima U. Past and Present Role of Neurosurgical Interventions in the Management of Psychiatric Disorders: A Literature Review on the Evolution of Psychosurgery. Cureus 2025; 17:e79022. [PMID: 40099054 PMCID: PMC11911301 DOI: 10.7759/cureus.79022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2025] [Indexed: 03/19/2025] Open
Abstract
Despite advancements in psychiatric treatments, many patients with treatment-resistant disorders are turning to neurosurgical interventions. These include neuromodulation-based surgeries such as deep brain stimulation (DBS) and ablative surgeries such as cingulotomy, offering relief for severe conditions such as post-traumatic stress disorder (PTSD), depression, schizophrenia, obsessive-compulsive disorder (OCD), anxiety, and substance use disorder. While "psychosurgery" has sparked debate due to concerns about patient well-being, recent studies indicate promising symptom improvement rates across various psychiatric conditions while also demonstrating overall safety. Neuromodulation techniques, such as DBS, transcranial magnetic stimulation (TMS), and electroconvulsive therapy (ECT), have evolved in regard to their sensitivity and their ability to target specific brain regions to alleviate psychiatric symptoms. Despite their benefits, these therapies have been shown to elicit side effects such as memory loss and seizures in patients, which has sparked controversy in the use of this technology across clinicians and patients. Ablative therapies, on the other hand, are concerning for being overly invasive in their approach toward psychiatric care. Despite the stigma associated with these neurosurgical interventions for psychiatric care, these procedures often remain a last resort for many patients, highlighting the need for continued research to improve these treatments and expand options for those in need. In this narrative review, we examine the current literature to elicit an understanding of neurosurgical history in regard to psychiatric disorder treatment and its implications for clinical practice.
Collapse
Affiliation(s)
| | | | - Melinda Seide
- Internal Medicine, St. George's University School of Medicine, St. George's, GRD
| | - Jia Whei See
- General Medicine, Universitas Sriwijaya, Palembang, IDN
| | - Nagma Sabu
- Surgery, Jonelta Foundation School of Medicine University of Perpetual Help System Dalta, Metro Manila, Las Piñas, PHL
| | - Asmita Sharma
- Oncology/Otorhinolaryngology, Jorhat Medical College and Hospital, Hamirpur, IND
| | | | | | - Sonali Chauhan
- Neurology, John F. Kennedy University School of Medicine, Willemstad, CUW
| | - Urooj Fatima
- General Practice, Dow University of Health Sciences, Civil Hospital Karachi, Karachi, PAK
| |
Collapse
|
3
|
Wang F, Cao F, Ma Y, Zhao R, Wang R, An N, Xiang M, Wang D, Ning X. Extended homogeneous field correction method based on oblique projection in OPM-MEG. Neuroimage 2025; 306:120991. [PMID: 39756668 DOI: 10.1016/j.neuroimage.2024.120991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 11/11/2024] [Accepted: 12/30/2024] [Indexed: 01/07/2025] Open
Abstract
Optically pumped magnetometer-based magnetoencephalography (OPM-MEG) is an novel non-invasive functional imaging technique that features more flexible sensor configurations and wearability; however, this also increases the requirement for environmental noise suppression. Subspace projection algorithms are widely used in MEG to suppress noise. However, in OPM-MEG systems with a limited number of channels, subspace projection methods that rely on spatial oversampling exhibit reduced performance. The homogeneous field correction (HFC) method resolves this problem by constructing a low-rank spatial model; however, it cannot address complex non-homogeneous noise. The spatiotemporal extended homogeneous field correction (teHFC) method uses multiple orthogonal projections to suppress disturbances. However, the signal and noise subspace are not completely orthogonal, limiting enhancement in the capabilities of the teHFC. Therefore, we propose an extended homogeneous field correction method based on oblique projection (opHFC), which overcomes the issue of non-orthogonality between the signal and noise subspace, enhancing the ability to suppress complex interferences. The opHFC constructs an oblique projection operator that divides the signals into internal and external components, eliminating complex interferences through temporal extension. We compared the opHFC with four benchmark methods by simulations and auditory and somatosensory evoked OPM-MEG experiments. The results demonstrate that opHFC provides superior noise suppression with minimal distortion, enhancing the signal quality at the sensor and source levels. Our method offers a novel approach to reducing interference in OPM-MEG systems, expanding their application scenarios, and providing high-quality signals for scientific research and clinical applications based on OPM-MEG.
Collapse
Affiliation(s)
- Fulong Wang
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China.
| | - Fuzhi Cao
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China; School of Engineering Medicine, Beihang University, Beijing, 100191, China.
| | - Yujie Ma
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China.
| | - Ruochen Zhao
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China.
| | - Ruonan Wang
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China.
| | - Nan An
- Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China.
| | - Min Xiang
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China; State Key Laboratory of Traditional Chinese Medicine Syndrome/Health Construction Center, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, China; Hefei National Laboratory, Hefei, 230088, China.
| | - Dawei Wang
- National Medicine-Engineering Interdisciplinary Industry-Education Integration Innovation Platform, Shandong University, Jinan, 250014, China; Shandong Key Laboratory: Magnetic Field-free Medicine & Functional Imaging, Qilu Hospital of Shandong University, Jinan, 250014, China; Research Institute of Shandong University: Magnetic Field-free Medicine & Functional Imaging, Shandong University, Jinan, 250014, China.
| | - Xiaolin Ning
- Key Laboratory of Ultra-Weak Magnetic Field Measurement Technology, Ministry of Education, School of Instrumentation and Optoelectronic Engineering, Beihang University, 100191, Beijing, China; Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, Hangzhou, 310051, China; State Key Laboratory of Traditional Chinese Medicine Syndrome/Health Construction Center, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120, China; Hefei National Laboratory, Hefei, 230088, China.
| |
Collapse
|
4
|
Allawala AB, Bijanki KR, Adkinson J, Oswalt D, Tsolaki E, Mathew S, Mathura RK, Bartoli E, Provenza N, Watrous AJ, Xiao J, Pirtle V, Mocchi MM, Rajesh S, Diab N, Cohn JF, Borton DA, Goodman WK, Pouratian N, Sheth SA. Stereo-Electroencephalography-Guided Network Neuromodulation for Psychiatric Disorders: The Neurophysiology Monitoring Unit. Oper Neurosurg (Hagerstown) 2024; 27:329-336. [PMID: 39145663 PMCID: PMC11315541 DOI: 10.1227/ons.0000000000001122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 01/19/2024] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Recent advances in stereotactic and functional neurosurgery have brought forth the stereo-electroencephalography approach which allows deeper interrogation and characterization of the contributions of deep structures to neural and affective functioning. We argue that this approach can and should be brought to bear on the notoriously intractable issue of defining the pathophysiology of refractory psychiatric disorders and developing patient-specific optimized stimulation therapies. METHODS We have developed a suite of methods for maximally leveraging the stereo-electroencephalography approach for an innovative application to understand affective disorders, with high translatability across the broader range of refractory neuropsychiatric conditions. RESULTS This article provides a roadmap for determining desired electrode coverage, tracking high-resolution research recordings across a large number of electrodes, synchronizing intracranial signals with ongoing research tasks and other data streams, applying intracranial stimulation during recording, and design choices for patient comfort and safety. CONCLUSION These methods can be implemented across other neuropsychiatric conditions needing intensive electrophysiological characterization to define biomarkers and more effectively guide therapeutic decision-making in cases of severe and treatment-refractory disease.
Collapse
Affiliation(s)
- Anusha B. Allawala
- School of Engineering, Brown University, Providence, Rhode Island, USA
- Department of Neurosurgery, University of California San Francisco, San Francisco, California, USA
| | - Kelly R. Bijanki
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Joshua Adkinson
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Denise Oswalt
- Department of Neurosurgery, University of Pennsylvania Philadelphia, Pennsylvania, USA
| | - Evangelia Tsolaki
- Department of Neurosurgery, University of California, Los Angeles, California, USA
| | - Sanjay Mathew
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas, USA
| | - Raissa K. Mathura
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Eleonora Bartoli
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Nicole Provenza
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Andrew J. Watrous
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Jiayang Xiao
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Victoria Pirtle
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Madaline M. Mocchi
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Sameer Rajesh
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Nabeel Diab
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Jeffrey F. Cohn
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - David A. Borton
- School of Engineering, Brown University, Providence, Rhode Island, USA
| | - Wayne K. Goodman
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas, USA
| | - Nader Pouratian
- Department of Neurosurgery, University of Texas Southwestern, Dallas, Texas, USA
| | - Sameer A. Sheth
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| |
Collapse
|
5
|
Cunha AB, Schuelke C, Mesri A, Ruud SK, Aizenshtadt A, Ferrari G, Heiskanen A, Asif A, Keller SS, Ramos-Moreno T, Kalvøy H, Martínez-Serrano A, Krauss S, Emnéus J, Sampietro M, Martinsen ØG. Development of a Smart Wireless Multisensor Platform for an Optogenetic Brain Implant. SENSORS (BASEL, SWITZERLAND) 2024; 24:575. [PMID: 38257668 PMCID: PMC11154348 DOI: 10.3390/s24020575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/09/2024] [Accepted: 01/12/2024] [Indexed: 01/24/2024]
Abstract
Implantable cell replacement therapies promise to completely restore the function of neural structures, possibly changing how we currently perceive the onset of neurodegenerative diseases. One of the major clinical hurdles for the routine implementation of stem cell therapies is poor cell retention and survival, demanding the need to better understand these mechanisms while providing precise and scalable approaches to monitor these cell-based therapies in both pre-clinical and clinical scenarios. This poses significant multidisciplinary challenges regarding planning, defining the methodology and requirements, prototyping and different stages of testing. Aiming toward an optogenetic neural stem cell implant controlled by a smart wireless electronic frontend, we show how an iterative development methodology coupled with a modular design philosophy can mitigate some of these challenges. In this study, we present a miniaturized, wireless-controlled, modular multisensor platform with fully interfaced electronics featuring three different modules: an impedance analyzer, a potentiostat and an optical stimulator. We show the application of the platform for electrical impedance spectroscopy-based cell monitoring, optical stimulation to induce dopamine release from optogenetically modified neurons and a potentiostat for cyclic voltammetry and amperometric detection of dopamine release. The multisensor platform is designed to be used as an opto-electric headstage for future in vivo animal experiments.
Collapse
Affiliation(s)
- André B. Cunha
- Department of Physics, University of Oslo, Sem Sælands vei 24, 0371 Oslo, Norway; (A.B.C.); (C.S.); (S.K.R.)
| | - Christin Schuelke
- Department of Physics, University of Oslo, Sem Sælands vei 24, 0371 Oslo, Norway; (A.B.C.); (C.S.); (S.K.R.)
- Hybrid Technology Hub—Centre of Excellence, Institute of Basic Medical Sciences, P.O. Box 1110 Blindern, 0317 Oslo, Norway; (A.A.); (S.K.)
| | - Alireza Mesri
- Department of Electronics Information and Bioengineering, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milan, Italy; (A.M.); (G.F.); (M.S.)
| | - Simen K. Ruud
- Department of Physics, University of Oslo, Sem Sælands vei 24, 0371 Oslo, Norway; (A.B.C.); (C.S.); (S.K.R.)
| | - Aleksandra Aizenshtadt
- Hybrid Technology Hub—Centre of Excellence, Institute of Basic Medical Sciences, P.O. Box 1110 Blindern, 0317 Oslo, Norway; (A.A.); (S.K.)
| | - Giorgio Ferrari
- Department of Electronics Information and Bioengineering, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milan, Italy; (A.M.); (G.F.); (M.S.)
| | - Arto Heiskanen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, 2800 Kongens Lyngby, Denmark; (A.H.); (A.A.); (J.E.)
| | - Afia Asif
- Department of Biotechnology and Biomedicine, Technical University of Denmark, 2800 Kongens Lyngby, Denmark; (A.H.); (A.A.); (J.E.)
| | - Stephan S. Keller
- National Centre for Nano Fabrication and Characterization, Technical University of Denmark, 2800 Kongens Lyngby, Denmark;
| | - Tania Ramos-Moreno
- Lund Stem Cell Center, Division of Neurosurgery, Department of Clinical Sciences, Faculty of Medicine, Lund University, 22184 Lund, Sweden;
| | - Håvard Kalvøy
- Department of Clinical and Biomedical Engineering, Oslo University Hospital, Sognsvannsveien 20, 0372 Oslo, Norway;
| | - Alberto Martínez-Serrano
- Department of Molecular Neurobiology, Center of Molecular Biology ‘Severo Ochoa’, Universidad Autónoma de Madrid, Calle Nicolás Cabrera 1, 28049 Madrid, Spain;
| | - Stefan Krauss
- Hybrid Technology Hub—Centre of Excellence, Institute of Basic Medical Sciences, P.O. Box 1110 Blindern, 0317 Oslo, Norway; (A.A.); (S.K.)
- Department of Immunology and Transfusion Medicine, Oslo University Hospital, P.O. Box 4950, 0424 Oslo, Norway
| | - Jenny Emnéus
- Department of Biotechnology and Biomedicine, Technical University of Denmark, 2800 Kongens Lyngby, Denmark; (A.H.); (A.A.); (J.E.)
| | - Marco Sampietro
- Department of Electronics Information and Bioengineering, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milan, Italy; (A.M.); (G.F.); (M.S.)
| | - Ørjan G. Martinsen
- Department of Physics, University of Oslo, Sem Sælands vei 24, 0371 Oslo, Norway; (A.B.C.); (C.S.); (S.K.R.)
- Department of Clinical and Biomedical Engineering, Oslo University Hospital, Sognsvannsveien 20, 0372 Oslo, Norway;
| |
Collapse
|
6
|
Hounchonou HF, Tang H, Paulat R, Kühn A, Spranger J, van Riesen C, Maurer L. Continuous deep brain stimulation of the nucleus accumbens reduces food intake but does not affect body weight in mice fed a high-fat diet. Sci Rep 2023; 13:18952. [PMID: 37919311 PMCID: PMC10622429 DOI: 10.1038/s41598-023-45511-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 10/20/2023] [Indexed: 11/04/2023] Open
Abstract
Obesity is an enormous health problem, and many patients do not respond to any of the available therapies. Deep brain stimulation (DBS) is currently investigated as a potential treatment for morbid obesity. In this study, we tested the hypothesis that high-frequency DBS targeting the nucleus accumbens (NAc) shell region reduces food intake and weight gain in mice fed a high-fat diet. We implanted male C57BL/6J mice with bilateral electrodes and a head-mounted microstimulator enabling continuous stimulation for up to 5 weeks. In successfully operated animals (n = 9 per group, high-frequency vs. sham stimulation), we investigated immediate and long-term stimulation effects on metabolic and behavioral phenotypes. Here we show that stimulation acutely induced a transient reduction in energy expenditure and locomotor activity but did not significantly affect spontaneous food intake, social interaction, anxiety or exploratory behaviors. In contrast, continuous stimulation over 5 weeks led to a decrease in food intake and thigmotaxis (the tendency to stay near walls in an open lit arena). However, chronic stimulation did not substantially change weight gain in mice fed a high-fat diet. Our results do not support the use of continuous high-frequency NAc shell DBS as a treatment for obesity. However, DBS can alter obesity-related parameters with differing short and long-term effects. Therefore, future research should employ time and context-sensitive experimental designs to assess the potential of DBS for clinical translation in this area.
Collapse
Affiliation(s)
- Harold F Hounchonou
- Department of Endocrinology and Metabolism, Charité University Medicine Berlin, Berlin, Germany
- Max Rubner Center for Cardiovascular Metabolic Renal Research, Charité University Medicine Berlin, Berlin, Germany
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Hui Tang
- Department of Endocrinology and Metabolism, Charité University Medicine Berlin, Berlin, Germany
- Max Rubner Center for Cardiovascular Metabolic Renal Research, Charité University Medicine Berlin, Berlin, Germany
| | - Raik Paulat
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité University Medicine Berlin, Berlin, Germany
| | - Andrea Kühn
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité University Medicine Berlin, Berlin, Germany
| | - Joachim Spranger
- Department of Endocrinology and Metabolism, Charité University Medicine Berlin, Berlin, Germany
- Max Rubner Center for Cardiovascular Metabolic Renal Research, Charité University Medicine Berlin, Berlin, Germany
| | - Christoph van Riesen
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité University Medicine Berlin, Berlin, Germany
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Lukas Maurer
- Department of Endocrinology and Metabolism, Charité University Medicine Berlin, Berlin, Germany.
- Max Rubner Center for Cardiovascular Metabolic Renal Research, Charité University Medicine Berlin, Berlin, Germany.
| |
Collapse
|
7
|
Bava JM, Wang Z, Bick SK, Englot DJ, Constantinidis C. Improving Visual Working Memory with Cholinergic Deep Brain Stimulation. Brain Sci 2023; 13:917. [PMID: 37371395 PMCID: PMC10296349 DOI: 10.3390/brainsci13060917] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 06/29/2023] Open
Abstract
Acetylcholine is a critical modulatory neurotransmitter for cognitive function. Cholinergic drugs improve cognitive performance and enhance neuronal activity in the sensory and association cortices. An alternative means of improving cognitive function is through the use of deep brain stimulation. Prior animal studies have demonstrated that stimulation of the nucleus basalis of Meynert through DBS improves cognitive performance on a visual working memory task to the same degree as cholinesterase inhibitors. Additionally, unlike current pharmacological treatments for neurocognitive disorders, DBS does not lose efficacy over time and adverse effects are rare. These findings suggest that DBS may be a promising alternative for treating cognitive impairments in neurodegenerative disorders such as Alzheimer's disease. Thus, further research and human trials should be considered to assess the potential of DBS as a therapeutic treatment for these disorders.
Collapse
Affiliation(s)
- Janki M. Bava
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA; (J.M.B.); (D.J.E.)
| | - Zhengyang Wang
- Neuroscience Program, Vanderbilt University, Nashville, TN 37235, USA;
| | - Sarah K. Bick
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA;
| | - Dario J. Englot
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA; (J.M.B.); (D.J.E.)
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA;
| | - Christos Constantinidis
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA; (J.M.B.); (D.J.E.)
- Neuroscience Program, Vanderbilt University, Nashville, TN 37235, USA;
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA;
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| |
Collapse
|
8
|
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: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [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.
Collapse
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.
| |
Collapse
|
9
|
Adaptive Stimulations in a Biophysical Network Model of Parkinson’s Disease. Int J Mol Sci 2023; 24:ijms24065555. [PMID: 36982630 PMCID: PMC10053455 DOI: 10.3390/ijms24065555] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 03/17/2023] Open
Abstract
Deep brain stimulation (DBS)—through a surgically implanted electrode to the subthalamic nucleus (STN)—has become a widely used therapeutic option for the treatment of Parkinson’s disease and other neurological disorders. The standard conventional high-frequency stimulation (HF) that is currently used has several drawbacks. To overcome the limitations of HF, researchers have been developing closed-loop and demand-controlled, adaptive stimulation protocols wherein the amount of current that is delivered is turned on and off in real-time in accordance with a biophysical signal. Computational modeling of DBS in neural network models is an increasingly important tool in the development of new protocols that aid researchers in animal and clinical studies. In this computational study, we seek to implement a novel technique of DBS where we stimulate the STN in an adaptive fashion using the interspike time of the neurons to control stimulation. Our results show that our protocol eliminates bursts in the synchronized bursting neuronal activity of the STN, which is hypothesized to cause the failure of thalamocortical neurons (TC) to respond properly to excitatory cortical inputs. Further, we are able to significantly decrease the TC relay errors, representing potential therapeutics for Parkinson’s disease.
Collapse
|
10
|
Jung B, Yang C, Lee SH. Electroceutical and Bioelectric Therapy: Its Advantages and Limitations. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE : THE OFFICIAL SCIENTIFIC JOURNAL OF THE KOREAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY 2023; 21:19-31. [PMID: 36700309 PMCID: PMC9889897 DOI: 10.9758/cpn.2023.21.1.19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 09/20/2022] [Accepted: 09/21/2022] [Indexed: 01/27/2023]
Abstract
Given the long history, the field of electroceutical and bioelectric therapy has grown impressively, recognized as the main modality of mental health treatments along with psychotherapy and pharmacotherapy. Electroceutical and bioelectric therapy comprises electroconvulsive therapy (ECT), vagus nerve stimulation (VNS), repetitive transcranial magnetic stimulation (rTMS), deep brain stimulation (DBS), transcranial electrical stimulation (tES), and other brain stimulation techniques. Much empirical research has been published regarding the application guidelines, mechanism of action, and efficacy of respective brain stimulation techniques, but no comparative study that delineates the advantages and limitations of each therapy exists for a comprehensive understanding of each technique. This review provides a comparison of existing electroceutical and bioelectric techniques, primarily focusing on the therapeutic advantages and limitations of each therapy in the current electroceutical and bioelectric field.
Collapse
Affiliation(s)
- Bori Jung
- Clinical Emotion and Cognition Research Laboratory, Inje University, Goyang, Korea,Department of Psychology, Sogang University, Seoul, Korea
| | - Chaeyeon Yang
- Clinical Emotion and Cognition Research Laboratory, Inje University, Goyang, Korea
| | - Seung-Hwan Lee
- Clinical Emotion and Cognition Research Laboratory, Inje University, Goyang, Korea,Department of Psychiatry, Inje University Ilsan Paik Hospital, Goyang, Korea,Address for correspondence: Seung-Hwan Lee Department of Psychiatry, Ilsan Paik Hospital, Inje University College of Medicine, Juhwa-ro 170, Ilsanseo-gu, Goyang 10380, Korea, E-mail: , ORCID: https://orcid.org/0000-0003-0305-3709
| |
Collapse
|
11
|
Kimura I, Revankar GS, Ogawa K, Amano K, Kajiyama Y, Mochizuki H. Neural correlates of impulsive compulsive behaviors in Parkinson's disease: A Japanese retrospective study. Neuroimage Clin 2023; 37:103307. [PMID: 36586362 PMCID: PMC9817029 DOI: 10.1016/j.nicl.2022.103307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/25/2022] [Accepted: 12/26/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Impulsive compulsive behaviors (ICBs) often disturb patients with Parkinson's Disease (PD), of which impulse control disorder (ICD) and dopamine dysregulation syndrome (DDS) are two major subsets. The nucleus accumbens (NAcc) is involved in ICB; however, it remains unclear how the NAcc affects cortical function and defines the different behavioral characteristics of ICD and DDS. OBJECTIVES To identify the cortico-striatal network primarily involved in ICB and the differences in these networks between patients with ICD and DDS using structural and resting-state functional magnetic resonance imaging. METHODS Patients with PD were recruited using data from a previous cohort study and divided into those with ICB (ICB group) and without ICB (non-ICB group) using the Japanese version of the Questionnaire for Impulsive Compulsive Disorders in Parkinson's Disease (J-QUIP). From these two groups, we extracted 37 pairs matched for age, sex, disease duration, and levodopa equivalent daily dose of dopamine agonists. Patients with ICB were further classified as having ICD or DDS based on the J-QUIP subscore. General linear models were used to compare gray matter volume and functional connectivity (FC) of the NAcc, caudate, and putamen between the ICB and non-ICB groups and between patients with ICD and those with DDS. RESULTS We found no significant differences in gray matter volumebetween the ICB and non-ICB groups or between patients with ICD and those with DDS. Compared with the non-ICB group, the FC of the right NAcc in the ICB group was lower in the bilateral ventromedial prefrontal cortex and higher in the left middle occipital gyrus. Furthermore, patients with DDS showed higher FC between the right putamen and left superior temporal gyrus and higher FC between the left caudate and bilateral middle occipital gyrus than patients with ICD. In contrast, patients with ICD exhibited higher FC between the left NAcc and the right posterior cingulate cortex than patients with DDS. CONCLUSIONS The functionally altered network between the right NAcc and ventromedial prefrontal cortex was associated with ICB in PD. In addition, the surrounding cortico-striatal networks may differentiate the behavioral characteristics of patients with ICD and those with DDS.
Collapse
Affiliation(s)
- Ikko Kimura
- Department of Neurology, Osaka University Graduate School of Medicine, Suita 565-0871, Japan; Graduate School of Frontier Biosciences, Osaka University, Suita 565-0871, Japan
| | - Gajanan S Revankar
- Department of Neurology, Osaka University Graduate School of Medicine, Suita 565-0871, Japan
| | - Kotaro Ogawa
- Department of Neurology, Osaka University Graduate School of Medicine, Suita 565-0871, Japan
| | - Kaoru Amano
- Graduate School of Frontier Biosciences, Osaka University, Suita 565-0871, Japan; Graduate School of Information Science and Technology, The University of Tokyo, Tokyo 113-8656, Japan
| | - Yuta Kajiyama
- Department of Neurology, Osaka University Graduate School of Medicine, Suita 565-0871, Japan.
| | - Hideki Mochizuki
- Department of Neurology, Osaka University Graduate School of Medicine, Suita 565-0871, Japan.
| |
Collapse
|
12
|
Monosov IE, Ogasawara T, Haber SN, Heimel JA, Ahmadlou M. The zona incerta in control of novelty seeking and investigation across species. Curr Opin Neurobiol 2022; 77:102650. [PMID: 36399897 DOI: 10.1016/j.conb.2022.102650] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 10/02/2022] [Accepted: 10/06/2022] [Indexed: 11/17/2022]
Abstract
Many organisms rely on a capacity to rapidly replicate, disperse, and evolve when faced with uncertainty and novelty. But mammals do not evolve and replicate quickly. They rely on a sophisticated nervous system to generate predictions and select responses when confronted with these challenges. An important component of their behavioral repertoire is the adaptive context-dependent seeking or avoiding of perceptually novel objects, even when their values have not yet been learned. Here, we outline recent cross-species breakthroughs that shed light on how the zona incerta (ZI), a relatively evolutionarily conserved brain area, supports novelty-seeking and novelty-related investigations. We then conjecture how the architecture of the ZI's anatomical connectivity - the wide-ranging top-down cortical inputs to the ZI, and its specifically strong outputs to both the brainstem action controllers and to brain areas involved in action value learning - place the ZI in a unique role at the intersection of cognitive control and learning.
Collapse
Affiliation(s)
- Ilya E Monosov
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, 63110, USA.
| | - Takaya Ogasawara
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Suzanne N Haber
- Department of Pharmacology and Physiology, University of Rochester School of Medicine & Dentistry, Rochester, NY, 14642, USA; Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, 02478, USA
| | - J Alexander Heimel
- Circuits Structure and Function Group, Netherlands Institute for Neuroscience, Meibergdreef 47, 1105 BA, Amsterdam, the Netherlands
| | - Mehran Ahmadlou
- Circuits Structure and Function Group, Netherlands Institute for Neuroscience, Meibergdreef 47, 1105 BA, Amsterdam, the Netherlands; Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, 25 Howland St., W1T4JG London, UK
| |
Collapse
|
13
|
Qi L, Xu C, Wang X, Du J, He Q, Wu D, Wang X, Jin G, Wang Q, Chen J, Wang D, Zhang H, Zhang X, Wei P, Shan Y, Cui Z, Wang Y, Shu Y, Zhao G, Yu T, Ren L. Intracranial direct electrical mapping reveals the functional architecture of the human basal ganglia. Commun Biol 2022; 5:1123. [PMID: 36274105 PMCID: PMC9588773 DOI: 10.1038/s42003-022-04084-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 10/07/2022] [Indexed: 11/30/2022] Open
Abstract
The basal ganglia play a key role in integrating a variety of human behaviors through the cortico–basal ganglia–thalamo–cortical loops. Accordingly, basal ganglia disturbances are implicated in a broad range of debilitating neuropsychiatric disorders. Despite accumulating knowledge of the basal ganglia functional organization, the neural substrates and circuitry subserving functions have not been directly mapped in humans. By direct electrical stimulation of distinct basal ganglia regions in 35 refractory epilepsy patients undergoing stereoelectroencephalography recordings, we here offer currently the most complete overview of basal ganglia functional characterization, extending not only to the expected sensorimotor responses, but also to vestibular sensations, autonomic responses, cognitive and multimodal effects. Specifically, some locations identified responses weren’t predicted by the model derived from large-scale meta-analyses. Our work may mark an important step toward understanding the functional architecture of the human basal ganglia and provide mechanistic explanations of non-motor symptoms in brain circuit disorders. Direct electrical stimulation of the basal ganglia using implanted SEEG electrodes produced a variety of motor and non-motor effects in human participants, providing insight into the functional architecture of this key brain region.
Collapse
|
14
|
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: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [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.
Collapse
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,
| |
Collapse
|
15
|
High-frequency stimulation of the subthalamic nucleus induces a sustained inhibition of serotonergic system via loss of cell phenotype. Sci Rep 2022; 12:14011. [PMID: 35978112 PMCID: PMC9385659 DOI: 10.1038/s41598-022-18294-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 08/09/2022] [Indexed: 11/08/2022] Open
Abstract
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) has become a standard treatment for Parkinson's disease (PD). However, in a considerable number of patients debilitating psychiatric side-effects occur. Recent research has revealed that external stimuli can alter the neurotransmitters' homeostasis in neurons, which is known as "neurotransmitter respecification". Herein, we addressed if neurotransmitter respecification could be a mechanism by which DBS suppresses the serotonergic function in the dorsal raphe nucleus (DRN) leading to mood changes. We infused transgenic 5-HT-Cre (ePET-Cre) mice with AAV viruses to achieve targeted expression of eYFP and the genetically encoded calcium indicator GCaMP6s in the DRN prior to methyl-4phenyl-1,2,3,6-tetrahydropyridine (MPTP) treatment. Mice received bilateral DBS electrodes in the STN and an optic fiber in the DRN for calcium photometry. MPTP-treated mice demonstrated behavioral and histological PD phenotype, whereas all STN-DBS animals exhibited an increased immobility time in the forced swim test, reduced calcium activity, and loss of tryptophan hydroxylase-2 expression in the DRN. Given the prominent role of calcium transients in mediating neurotransmitter respecification, these results suggest a loss of serotonergic phenotype in the DRN following STN-DBS. These findings indicate that loss of serotonergic cell phenotype may underlie the unwanted depressive symptoms following STN-DBS.
Collapse
|
16
|
Sharafi A, Pakkhesal S, Fakhari A, Khajehnasiri N, Ahmadalipour A. Rapid treatments for depression: Endocannabinoid system as a therapeutic target. Neurosci Biobehav Rev 2022; 137:104635. [PMID: 35351488 DOI: 10.1016/j.neubiorev.2022.104635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 03/19/2022] [Accepted: 03/20/2022] [Indexed: 12/16/2022]
Abstract
Current first-line treatments for major depressive disorder (MDD), i.e., antidepressant drugs and psychotherapy, show delayed onset of therapeutic effect as late as 2-3 weeks or more. In the clinic, the speed of beginning of the actions of antidepressant drugs or other interventions is vital for many reasons. Late-onset means that depression, its related disability, and the potential danger of suicide remain a threat for some patients. There are some rapid-acting antidepressant interventions, such as sleep deprivation, ketamine, acute exercise, which induce a significant response, ranging from a few hours to maximally one week, and most of them share a common characteristic that is the activation of the endocannabinoid (eCB) system. Activation of this system, i.e., augmentation of eCB signaling, appears to have anti-depressant-like actions. This article puts the idea forward that the activation of eCB signaling represents a critical mechanism of rapid-acting therapeutic interventions in MDD, and this system might contribute to the development of novel rapid-acting treatments for MDD.
Collapse
Affiliation(s)
- AmirMohammad Sharafi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Research Center of Psychiatry and Behavioral Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Sina Pakkhesal
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Research Center of Psychiatry and Behavioral Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Fakhari
- Research Center of Psychiatry and Behavioral Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nazli Khajehnasiri
- Department of Biological Science, Faculty of Basic Science, Higher Education Institute of Rab-Rashid, Tabriz, Iran
| | - Ali Ahmadalipour
- Research Center of Psychiatry and Behavioral Sciences, Tabriz University of Medical Sciences, Tabriz, Iran; Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
17
|
Alavi SM, Mirzaei A, Valizadeh A, Ebrahimpour R. Excitatory deep brain stimulation quenches beta oscillations arising in a computational model of the subthalamo-pallidal loop. Sci Rep 2022; 12:7845. [PMID: 35552409 PMCID: PMC9098470 DOI: 10.1038/s41598-022-10084-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 03/21/2022] [Indexed: 11/30/2022] Open
Abstract
Parkinson’s disease (PD) is associated with abnormal \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\beta$$\end{document}β band oscillations (13–30 Hz) in the cortico-basal ganglia circuits. Abnormally increased striato-pallidal inhibition and strengthening the synaptic coupling between subthalamic nucleus (STN) and globus pallidus externa (GPe), due to the loss of dopamine, are considered as the potential sources of \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\beta$$\end{document}β oscillations in the basal ganglia. Deep brain stimulation (DBS) of the basal ganglia subregions is known as a way to reduce the pathological \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\beta$$\end{document}β oscillations and motor deficits related to PD. Despite the success of the DBS, its underlying mechanism is poorly understood and, there is controversy about the inhibitory or excitatory role of the DBS in the literature. Here, we utilized a computational network model of basal ganglia which consists of STN, GPe, globus pallidus interna, and thalamic neuronal population. This model can reproduce healthy and pathological \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\beta$$\end{document}β oscillations similar to what has been observed in experimental studies. Using this model, we investigated the effect of DBS to understand whether its effect is excitatory or inhibitory. Our results show that the excitatory DBS is able to quench the pathological synchrony and \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\beta$$\end{document}β oscillations, while, applying inhibitory DBS failed to quench the PD signs. In light of simulation results, we conclude that the effect of the DBS on its target is excitatory.
Collapse
Affiliation(s)
- Seyed Mojtaba Alavi
- Faculty of Computer Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran.,School of Cognitive Sciences (SCS), Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | - Alireza Valizadeh
- Department of Physics, Institute for Advance Studies in Basic Sciences (IASBS), Zanjan, Iran.,School of Biological Sciences, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - Reza Ebrahimpour
- Faculty of Computer Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran. .,School of Cognitive Sciences (SCS), Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
| |
Collapse
|
18
|
Oscillation suppression effects of intermittent noisy deep brain stimulation induced by coordinated reset pattern based on a computational model. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2021.103466] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
19
|
Modulating Social Feedback Processing by Deep TMS Targeting the Medial Prefrontal Cortex: Behavioral and Electrophysiological Manifestations. Neuroimage 2022; 250:118967. [DOI: 10.1016/j.neuroimage.2022.118967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 01/20/2022] [Accepted: 02/02/2022] [Indexed: 11/23/2022] Open
|
20
|
Shen Z, Zhang H, Cao Z, Yan L, Zhao Y, Du L, Deng Z. Transition dynamics and optogenetic controls of generalized periodic epileptiform discharges. Neural Netw 2022; 149:1-17. [DOI: 10.1016/j.neunet.2022.01.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 12/25/2021] [Accepted: 01/29/2022] [Indexed: 10/19/2022]
|
21
|
Kumar R, Aadil KR, Mondal K, Mishra YK, Oupicky D, Ramakrishna S, Kaushik A. Neurodegenerative disorders management: state-of-art and prospects of nano-biotechnology. Crit Rev Biotechnol 2021; 42:1180-1212. [PMID: 34823433 DOI: 10.1080/07388551.2021.1993126] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Neurodegenerative disorders (NDs) are highly prevalent among the aging population. It affects primarily the central nervous system (CNS) but the effects are also observed in the peripheral nervous system. Neural degeneration is a progressive loss of structure and function of neurons, which may ultimately involve cell death. Such patients suffer from debilitating memory loss and altered motor coordination which bring up non-affordable and unavoidable socio-economic burdens. Due to the unavailability of specific therapeutics and diagnostics, the necessity to control or manage NDs raised the demand to investigate and develop efficient alternative approaches. Keeping trends and advancements in view, this report describes both state-of-the-art and challenges in nano-biotechnology-based approaches to manage NDs, toward personalized healthcare management. Sincere efforts are being made to customize nano-theragnostics to control: therapeutic cargo packaging, delivery to the brain, nanomedicine of higher efficacy, deep brain stimulation, implanted stimulation, and managing brain cell functioning. These advancements are useful to design future therapy based on the severity of the patient's neurodegenerative disease. However, we observe a lack of knowledge shared among scientists of a variety of expertise to explore this multi-disciplinary research field for NDs management. Consequently, this review will provide a guideline platform that will be useful in developing novel smart nano-therapies by considering the aspects and advantages of nano-biotechnology to manage NDs in a personalized manner. Nano-biotechnology-based approaches have been proposed as effective and affordable alternatives at the clinical level due to recent advancements in nanotechnology-assisted theragnostics, targeted delivery, higher efficacy, and minimal side effects.
Collapse
Affiliation(s)
- Raj Kumar
- Department of Pharmaceutical Sciences, Center for Drug Delivery and Nanomedicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Keshaw Ram Aadil
- Center for Basic Sciences, Pt. Ravishankar Shukla University, Raipur, India
| | - Kunal Mondal
- Materials Science and Engineering Department, Idaho National Laboratory, Idaho Falls, ID, USA
| | - Yogendra Kumar Mishra
- Mads Clausen Institute, NanoSYD, University of Southern Denmark, Sønderborg, Denmark
| | - David Oupicky
- Department of Pharmaceutical Sciences, Center for Drug Delivery and Nanomedicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Seeram Ramakrishna
- Center for Nanotechnology and Sustainability, National University of Singapore, Singapore, Singapore
| | - Ajeet Kaushik
- NanoBioTech Laboratory, Health Systems Engineering, Department of Environmental Engineering, Florida Polytechnic University, Lakeland, FL, USA
| |
Collapse
|
22
|
Macpherson T, Matsumoto M, Gomi H, Morimoto J, Uchibe E, Hikida T. Parallel and hierarchical neural mechanisms for adaptive and predictive behavioral control. Neural Netw 2021; 144:507-521. [PMID: 34601363 DOI: 10.1016/j.neunet.2021.09.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 07/21/2021] [Accepted: 09/06/2021] [Indexed: 12/21/2022]
Abstract
Our brain can be recognized as a network of largely hierarchically organized neural circuits that operate to control specific functions, but when acting in parallel, enable the performance of complex and simultaneous behaviors. Indeed, many of our daily actions require concurrent information processing in sensorimotor, associative, and limbic circuits that are dynamically and hierarchically modulated by sensory information and previous learning. This organization of information processing in biological organisms has served as a major inspiration for artificial intelligence and has helped to create in silico systems capable of matching or even outperforming humans in several specific tasks, including visual recognition and strategy-based games. However, the development of human-like robots that are able to move as quickly as humans and respond flexibly in various situations remains a major challenge and indicates an area where further use of parallel and hierarchical architectures may hold promise. In this article we review several important neural and behavioral mechanisms organizing hierarchical and predictive processing for the acquisition and realization of flexible behavioral control. Then, inspired by the organizational features of brain circuits, we introduce a multi-timescale parallel and hierarchical learning framework for the realization of versatile and agile movement in humanoid robots.
Collapse
Affiliation(s)
- Tom Macpherson
- Laboratory for Advanced Brain Functions, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Masayuki Matsumoto
- Division of Biomedical Science, Faculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Hiroaki Gomi
- NTT Communication Science Laboratories, Nippon Telegraph and Telephone Co., Kanagawa, Japan
| | - Jun Morimoto
- Department of Brain Robot Interface, ATR Computational Neuroscience Laboratories, Kyoto, Japan; Graduate School of Informatics, Kyoto University, Kyoto, Japan
| | - Eiji Uchibe
- Department of Brain Robot Interface, ATR Computational Neuroscience Laboratories, Kyoto, Japan
| | - Takatoshi Hikida
- Laboratory for Advanced Brain Functions, Institute for Protein Research, Osaka University, Osaka, Japan.
| |
Collapse
|
23
|
Kortz MW, Kongs BM, McCray E, Grassia F, Hosokawa P, Bernstein JE, Moore SP, Yanovskaya M, Ojemann SG. How neuropsychiatric comorbidity, modulatory indication, demographics, and other factors impact deep brain stimulation inpatient outcomes in the United States: A population-based study of 27,956 patients. Clin Neurol Neurosurg 2021; 208:106842. [PMID: 34339900 DOI: 10.1016/j.clineuro.2021.106842] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 07/20/2021] [Accepted: 07/22/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To determine how neuropsychiatric comorbidity, modulatory indication, demographics, and other characteristics affect inpatient deep brain stimulation (DBS) outcomes. METHODS This is a retrospective study of 45 months' worth of data from the National Inpatient Sample. Patients were aged ≥ 18 years old and underwent DBS for Parkinson Disease (PD), essential tremor (ET), general dystonia and related disorders, other movement disorder (non-PD/ET), or obsessive-compulsive disorder (OCD) at a US hospital. Primary endpoints were prolonged length of stay (PLOS), high-end hospital charges (HEHCs), unfavorable disposition, and inpatient complications. Logistic models were constructed with odds ratios under 95% confidence intervals. A p-value of 0.05 determined significance. RESULTS Of 214,098 records, there were 27,956 eligible patients. Average age was 63.9 ± 11.2 years, 17,769 (63.6%) were male, and 10,182 (36.4%) patients were female. Most of the cohort was White (51.1%), Medicare payer (64.3%), and treated at a large-bed size (80.7%), private non-profit (76.9%), and metro-teaching (94.0%) hospital. Neuropsychiatric comorbidity prevalence ranged from 29.9% to 47.7% depending on indication. Compared with PD, odds of complications and unfavorable disposition were significantly higher with other movement disorders and dystonia, whereas OCD conferred greater risk for HEHCs (p < 0.05). Patients with ET had favorable outcomes. Neuropsychiatric comorbidity, Black race, and Charlson Comorbidity Index > 0 were significantly associated with unfavorable outcomes (p < 0.05). CONCLUSION The risk of adverse inpatient outcomes for DBS in the United States is independently correlated with non-PD/ET disorders, neuropsychiatric comorbidity, and non-White race, reflecting the heterogeneity and infancy of widespread DBS for these patients.
Collapse
Affiliation(s)
- Michael W Kortz
- Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO, USA.
| | - Brian M Kongs
- College of Osteopathic Medicine, Kansas City University, Kansas City, MO, USA
| | - Edwin McCray
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Fabio Grassia
- Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO, USA
| | - Patrick Hosokawa
- Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO, USA
| | - Jacob E Bernstein
- Department of Neurosurgery, Riverside University Health System, Riverside, CA, USA
| | - Sean P Moore
- College of Osteopathic Medicine, Kansas City University, Kansas City, MO, USA
| | - Mariya Yanovskaya
- College of Osteopathic Medicine, Kansas City University, Kansas City, MO, USA
| | - Steven G Ojemann
- Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO, USA
| |
Collapse
|
24
|
Muacevic A, Adler JR, Novakovic E, Huynh H, Jones K, Gendreau JL, Mammis A, Abraham ME. Characterizing Complications of Deep Brain Stimulation Devices for the Treatment of Parkinsonian Symptoms Without Tremor: A Federal MAUDE Database Analysis. Cureus 2021; 13:e15539. [PMID: 34277165 PMCID: PMC8269991 DOI: 10.7759/cureus.15539] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 01/09/2023] Open
Abstract
Introduction Deep brain stimulation (DBS) is a modality of treatment for medication refractory Parkinson's disease (PD) in patients with debilitating motor symptoms. While potentially life-changing for individuals with Parkinson's disease, characterization of adverse events for these DBS devices have not yet been systematically organized. Therefore, the goal of this study was to characterize reported complications of DBS devices reported to the Food & Drug Administration over the last 10 years. Methods The Manufacturer and User Facility Device Experience (MAUDE) database was utilized to retrieve entries reported under "Stimulator, Electrical, Implanted, For Parkinsonian Symptoms" between July 31, 2010 and August 1, 2020. After removing duplicate entries, each unique adverse event reported was sorted into complication categories based on the entries' provided narrative description. A final tabulation of complications was generated. Results The search query revealed 221 unique adverse events. The most common DBS devices were the Vercise Gevia, Vercise Cartesia and Vercise PC produced by Boston Scientific (Brian Walker, Boston Scientific, Marlborough, MA, USA). The most commonly reported complications were infection (16.2%) follow by lead migrations (8.6%). Other common causes of complications were circuit-related impedance (6.5%), cerebral bleeds (6.3%), device failure (6.3%) and device-related trauma (4.5%). Over a third (40%) of all devices reported with adverse events required returning to the operating room for explant or revision. Conclusion The most common complications of DBS systems are infections followed by lead migrations. Further research is needed to minimize infection rates associated with DBS systems and to reduce intrinsic device malfunctions for patients in the future.
Collapse
Affiliation(s)
| | | | - Ena Novakovic
- Neurological Surgery, Mercer University School of Medicine, Savannah, USA
| | - Huey Huynh
- Neurological Surgery, Mercer University School of Medicine, Macon, USA
| | - Keri Jones
- Graduate Medical Education, Eisenhower Army Medical Center, Augusta, USA
| | | | - Antonios Mammis
- Neurological Surgery, New York University School of Medicine, New York, USA
| | - Mickey E Abraham
- Neurological Surgery, University of California San Diego, San Diego, USA
| |
Collapse
|
25
|
Rezvani-Ardakani S, Mohammad-Ali-Nezhad S, Ghasemi R. Utilization of fixed-time integral super twisting sliding mode controller for suppression of epileptic activity via stimulus current with DBS method. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2020.102166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
26
|
Subramaniam S, Blake DT, Constantinidis C. Cholinergic Deep Brain Stimulation for Memory and Cognitive Disorders. J Alzheimers Dis 2021; 83:491-503. [PMID: 34334401 PMCID: PMC8543284 DOI: 10.3233/jad-210425] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2021] [Indexed: 12/20/2022]
Abstract
Memory and cognitive impairment as sequelae of neurodegeneration in Alzheimer's disease and age-related dementia are major health issues with increasing social and economic burden. Deep brain stimulation (DBS) has emerged as a potential treatment to slow or halt progression of the disease state. The selection of stimulation target is critical, and structures that have been targeted for memory and cognitive enhancement include the Papez circuit, structures projecting to the frontal lobe such as the ventral internal capsule, and the cholinergic forebrain. Recent human clinical and animal model results imply that DBS of the nucleus basalis of Meynert can induce a therapeutic modulation of neuronal activity. Benefits include enhanced activity across the cortical mantle, and potential for amelioration of neuropathological mechanisms associated with Alzheimer's disease. The choice of stimulation parameters is also critical. High-frequency, continuous stimulation is used for movement disorders as a way of inhibiting their output; however, no overexcitation has been hypothesized in Alzheimer's disease and lower stimulation frequency or intermittent patterns of stimulation (periods of stimulation interleaved with periods of no stimulation) are likely to be more effective for stimulation of the cholinergic forebrain. Efficacy and long-term tolerance in human patients remain open questions, though the cumulative experience gained by DBS for movement disorders provides assurance for the safety of the procedure.
Collapse
Affiliation(s)
- Saravanan Subramaniam
- Department of Neurobiology & Anatomy, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - David T. Blake
- Brain and Behavior Discovery Institute, Department of Neurology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Christos Constantinidis
- Department of Neurobiology & Anatomy, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
- Neuroscience Program, Vanderbilt University, Nashville, TN, USA
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| |
Collapse
|
27
|
Mihály I, Orbán-Kis K, Gáll Z, Berki ÁJ, Bod RB, Szilágyi T. Amygdala Low-Frequency Stimulation Reduces Pathological Phase-Amplitude Coupling in the Pilocarpine Model of Epilepsy. Brain Sci 2020; 10:brainsci10110856. [PMID: 33202818 PMCID: PMC7696538 DOI: 10.3390/brainsci10110856] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 10/31/2020] [Accepted: 11/11/2020] [Indexed: 02/07/2023] Open
Abstract
Temporal-lobe epilepsy (TLE) is the most common type of drug-resistant epilepsy and warrants the development of new therapies, such as deep-brain stimulation (DBS). DBS was applied to different brain regions for patients with epilepsy; however, the mechanisms of action are not fully understood. Therefore, we tried to characterize the effect of amygdala DBS on hippocampal electrical activity in the lithium-pilocarpine model in male Wistar rats. After status epilepticus (SE) induction, seizure patterns were determined based on continuous video recordings. Recording electrodes were inserted in the left and right hippocampus and a stimulating electrode in the left basolateral amygdala of both Pilo and age-matched control rats 10 weeks after SE. Daily stimulation protocol consisted of 4 × 50 s stimulation trains (4-Hz, regular interpulse interval) for 10 days. The hippocampal electroencephalogram was analyzed offline: interictal epileptiform discharge (IED) frequency, spectral analysis, and phase-amplitude coupling (PAC) between delta band and higher frequencies were measured. We found that the seizure rate and duration decreased (by 23% and 26.5%) and the decrease in seizure rate correlated negatively with the IED frequency. PAC was elevated in epileptic animals and DBS reduced the pathologically increased PAC and increased the average theta power (25.9% ± 1.1 vs. 30.3% ± 1.1; p < 0.01). Increasing theta power and reducing the PAC could be two possible mechanisms by which DBS may exhibit its antiepileptic effect in TLE; moreover, they could be used to monitor effectiveness of stimulation.
Collapse
Affiliation(s)
- István Mihály
- Department of Physiology, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540142 Târgu Mureș, Romania; (K.O.-K.); (Á.-J.B.); (R.-B.B.), (T.S.)
- Correspondence: ; Tel.: +40-749-768-257
| | - Károly Orbán-Kis
- Department of Physiology, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540142 Târgu Mureș, Romania; (K.O.-K.); (Á.-J.B.); (R.-B.B.), (T.S.)
| | - Zsolt Gáll
- Department of Pharmacology and Clinical Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540142 Târgu Mureș, Romania;
| | - Ádám-József Berki
- Department of Physiology, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540142 Târgu Mureș, Romania; (K.O.-K.); (Á.-J.B.); (R.-B.B.), (T.S.)
| | - Réka-Barbara Bod
- Department of Physiology, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540142 Târgu Mureș, Romania; (K.O.-K.); (Á.-J.B.); (R.-B.B.), (T.S.)
| | - Tibor Szilágyi
- Department of Physiology, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540142 Târgu Mureș, Romania; (K.O.-K.); (Á.-J.B.); (R.-B.B.), (T.S.)
| |
Collapse
|
28
|
Cong F, Liu X, Liu CSJ, Xu X, Shen Y, Wang B, Zhuo Y, Yan L. Improved depiction of subthalamic nucleus and globus pallidus internus with optimized high-resolution quantitative susceptibility mapping at 7 T. NMR IN BIOMEDICINE 2020; 33:e4382. [PMID: 32686241 DOI: 10.1002/nbm.4382] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 07/03/2020] [Accepted: 07/06/2020] [Indexed: 06/11/2023]
Abstract
The subthalamic nucleus (STN) and globus pallidus internus (GPi) are commonly used targets in deep-brain stimulation (DBS) surgery for the treatment of movement disorders. The success of DBS critically depends on the spatial precision of stimulation. By taking advantage of good contrast between iron-rich deep-brain nuclei and surrounding tissues, quantitative susceptibility mapping (QSM) has shown promise in differentiating the STN and GPi from the adjacent substantia nigra and globus pallidus externus, respectively. Nonlinear morphology-enabled dipole inversion (NMEDI) is a widely used QSM algorithm, but the image quality of reconstructed susceptibility maps relies on the regularization parameter selection. To date, few studies have systematically optimized the regularization parameter at the ultra-high field of 7 T. In this study, we optimized the regularization parameter in NMEDI to improve the depiction of STN and GPi at different spatial resolutions at both 3 T and 7 T. The optimized QSM images were further compared with other susceptibility-based images, including T2*-weighted (T2*w), R2*, susceptibility-weighted, and phase images. QSM showed better depiction of deep-brain nuclei with clearer boundaries compared with the other methods, and 7 T QSM at 0.35 × 0.35 × 1.0 mm3 demonstrated superior performance to the others. Our findings suggest that optimized high-resolution QSM at 7 T allows for improved delineation of deep-brain nuclei with clear and sharp borders between nuclei, which may become a promising tool for DBS nucleus preoperative localization.
Collapse
Affiliation(s)
- Fei Cong
- State Key Laboratory of Brain and Cognitive Science, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xueru Liu
- State Key Laboratory of Brain and Cognitive Science, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Chia-Shang Jason Liu
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Xin Xu
- Department of Neurosurgery, General Hospital of PLA, Beijing, China
| | - Yelong Shen
- Shandong Provincial Hospital affiliated to Shandong First Medical University, Shandong, China
| | - Bo Wang
- State Key Laboratory of Brain and Cognitive Science, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yan Zhuo
- State Key Laboratory of Brain and Cognitive Science, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Lirong Yan
- Stevens Neuroimaging and Informatics Institute, Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| |
Collapse
|
29
|
Roe AW, Chen G, Xu AG, Hu J. A roadmap to a columnar visual cortical prosthetic. CURRENT OPINION IN PHYSIOLOGY 2020. [DOI: 10.1016/j.cophys.2020.06.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
|
30
|
Kandemir AL, Litvak V, Florin E. The comparative performance of DBS artefact rejection methods for MEG recordings. Neuroimage 2020; 219:117057. [PMID: 32540355 PMCID: PMC7443703 DOI: 10.1016/j.neuroimage.2020.117057] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 06/05/2020] [Accepted: 06/11/2020] [Indexed: 01/01/2023] Open
Abstract
Deep brain stimulation (DBS) can be a very efficient treatment option for movement disorders and psychiatric diseases. To better understand DBS mechanisms, brain activity can be recorded using magnetoencephalography (MEG) with the stimulator turned on. However, DBS produces large artefacts compromising MEG data quality due to both the applied current and the movement of wires connecting the stimulator with the electrode. To filter out these artefacts, several methods to suppress the DBS artefact have been proposed in the literature. A comparative study evaluating each method’s effectiveness, however, is missing so far. In this study, we evaluate the performance of four artefact rejection methods on MEG data from phantom recordings with DBS acquired with an Elekta Neuromag and a CTF system: (i) Hampel-filter, (ii) spectral signal space projection (S3P), (iii) independent component analysis with mutual information (ICA-MI), and (iv) temporal signal space separation (tSSS). In the sensor space, the largest increase in signal-to-noise (SNR) ratio was achieved by ICA-MI, while the best correspondence in terms of source activations was obtained by tSSS. LCMV beamforming alone was not sufficient to suppress the DBS-induced artefacts. Phantom MEG measurement with Elekta Neuromag and CTF MEG system with DBS. Systematic comparison of cleaning algorithms to remove DBS artefact from MEG data. Sensor level ICA-MI yielded the best results. Source level: tSSS provided the best correspondence to recording without DBS.
Collapse
Affiliation(s)
- Ahmet Levent Kandemir
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University Düsseldorf, Germany
| | - Vladimir Litvak
- Wellcome Centre for Human Neuroimaging, 12 Queen Square, London, UK
| | - Esther Florin
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University Düsseldorf, Germany.
| |
Collapse
|
31
|
Hu JM, Qian MZ, Tanigawa H, Song XM, Roe AW. Focal Electrical Stimulation of Cortical Functional Networks. Cereb Cortex 2020; 30:5532-5543. [PMID: 32483588 DOI: 10.1093/cercor/bhaa136] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 03/30/2020] [Accepted: 04/27/2020] [Indexed: 01/11/2023] Open
Abstract
Abstract
Traditional electrical stimulation of brain tissue typically affects relatively large volumes of tissue spanning multiple millimeters. This low spatial resolution stimulation results in nonspecific functional effects. In addition, a primary shortcoming of these designs was the failure to take advantage of inherent functional organization in the cerebral cortex. Here, we describe a new method to electrically stimulate the brain which achieves selective targeting of single feature-specific domains in visual cortex. We provide evidence that this paradigm achieves mesoscale, functional network-specificity, and intensity dependence in a way that mimics visual stimulation. Application of this approach to known feature domains (such as color, orientation, motion, and depth) in visual cortex may lead to important functional improvements in the specificity and sophistication of brain stimulation methods and has implications for visual cortical prosthetic design.
Collapse
Affiliation(s)
- Jia Ming Hu
- Department of Neurology of the Second Affiliated Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou 310029, China
| | - Mei Zhen Qian
- Department of Neurology of the Second Affiliated Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou 310029, China
| | - Hisashi Tanigawa
- Department of Neurology of the Second Affiliated Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou 310029, China
| | - Xue Mei Song
- Department of Neurology of the Second Affiliated Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou 310029, China
| | - Anna Wang Roe
- Department of Neurology of the Second Affiliated Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou 310029, China
- Key Laboratory of Biomedical Engineering of Ministry of Education, Zhejiang University, Hangzhou, Hangzhou 310029, China
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, OR 97006 USA
| |
Collapse
|
32
|
Abecassis ZA, Berceau BL, Win PH, García D, Xenias HS, Cui Q, Pamukcu A, Cherian S, Hernández VM, Chon U, Lim BK, Kim Y, Justice NJ, Awatramani R, Hooks BM, Gerfen CR, Boca SM, Chan CS. Npas1 +-Nkx2.1 + Neurons Are an Integral Part of the Cortico-pallido-cortical Loop. J Neurosci 2020; 40:743-768. [PMID: 31811030 PMCID: PMC6975296 DOI: 10.1523/jneurosci.1199-19.2019] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 11/21/2019] [Accepted: 11/26/2019] [Indexed: 11/21/2022] Open
Abstract
Within the basal ganglia circuit, the external globus pallidus (GPe) is critically involved in motor control. Aside from Foxp2+ neurons and ChAT+ neurons that have been established as unique neuron types, there is little consensus on the classification of GPe neurons. Properties of the remaining neuron types are poorly defined. In this study, we leverage new mouse lines, viral tools, and molecular markers to better define GPe neuron subtypes. We found that Sox6 represents a novel, defining marker for GPe neuron subtypes. Lhx6+ neurons that lack the expression of Sox6 were devoid of both parvalbumin and Npas1. This result confirms previous assertions of the existence of a unique Lhx6+ population. Neurons that arise from the Dbx1+ lineage were similarly abundant in the GPe and displayed a heterogeneous makeup. Importantly, tracing experiments revealed that Npas1+-Nkx2.1+ neurons represent the principal noncholinergic, cortically-projecting neurons. In other words, they form the pallido-cortical arm of the cortico-pallido-cortical loop. Our data further show that pyramidal-tract neurons in the cortex collateralized within the GPe, forming a closed-loop system between the two brain structures. Overall, our findings reconcile some of the discrepancies that arose from differences in techniques or the reliance on preexisting tools. Although spatial distribution and electrophysiological properties of GPe neurons reaffirm the diversification of GPe subtypes, statistical analyses strongly support the notion that these neuron subtypes can be categorized under the two principal neuron classes: PV+ neurons and Npas1+ neurons.SIGNIFICANCE STATEMENT The poor understanding of the neuronal composition in the external globus pallidus (GPe) undermines our ability to interrogate its precise behavioral and disease involvements. In this study, 12 different genetic crosses were used, hundreds of neurons were electrophysiologically characterized, and >100,000 neurons were histologically- and/or anatomically-profiled. Our current study further establishes the segregation of GPe neuron classes and illustrates the complexity of GPe neurons in adult mice. Our results support the idea that Npas1+-Nkx2.1+ neurons are a distinct GPe neuron subclass. By providing a detailed analysis of the organization of the cortico-pallidal-cortical projection, our findings establish the cellular and circuit substrates that can be important for motor function and dysfunction.
Collapse
Affiliation(s)
- Zachary A Abecassis
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Brianna L Berceau
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Phyo H Win
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Daniela García
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Harry S Xenias
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Qiaoling Cui
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Arin Pamukcu
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Suraj Cherian
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Vivian M Hernández
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Uree Chon
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania
| | - Byung Kook Lim
- Neurobiology Section, Biological Sciences Division, University of California San Diego, La Jolla, California
| | - Yongsoo Kim
- Department of Neural and Behavioral Sciences, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania
| | - Nicholas J Justice
- Center for Metabolic and degenerative disease, Institute of Molecular Medicine, University of Texas, Houston, Texas
- Department of Integrative Pharmacology, University of Texas, Houston, Texas
| | - Raj Awatramani
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Bryan M Hooks
- Department of Neurobiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Charles R Gerfen
- Laboratory of Systems Neuroscience, National Institute of Mental Health, Bethesda, Maryland, and
| | - Simina M Boca
- Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, District of Columbia
| | - C Savio Chan
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois,
| |
Collapse
|
33
|
Vicheva P, Butler M, Shotbolt P. Deep brain stimulation for obsessive-compulsive disorder: A systematic review of randomised controlled trials. Neurosci Biobehav Rev 2020; 109:129-138. [PMID: 31923474 DOI: 10.1016/j.neubiorev.2020.01.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 12/22/2019] [Accepted: 01/06/2020] [Indexed: 12/26/2022]
Abstract
Deep brain stimulation (DBS) is considered a promising intervention for treatment-resistant obsessive-compulsive disorder (trOCD). We conducted a systematic search to investigate the efficacy and safety of DBS for OCD. Primary outcomes included the Yale-Brown Obsessive-Compulsive Scale (Y-BOCS), adverse events (AE), and quality of life. We assessed affective state, global functioning, cognition, and tolerability as secondary outcomes. Eight studies comprising 80 patients with trOCD were analysed both individually and collectively. We found a pooled mean reduction in Y-BOCS of 38.68 %, indicating DBS could be considered an effective therapy for trOCD. Most AE were mild and transient, however there were five severe surgery-related AE: intracerebral haemorrhage in three patients and infection in two. Mood-related serious AE were one completed suicide, three suicide attempts in two patients, and suicidal thoughts and depression in four. Despite this, affective state improved following stimulation. Despite being limited by significant heterogeneity across studies, our review has shown DBS to be an effective treatment in otherwise trOCD. There is a need to standardise study methodology in future research.
Collapse
Affiliation(s)
- Petya Vicheva
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - Matthew Butler
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Psychiatry, South London and Maudsley NHS Foundation Trust, London, UK
| | - Paul Shotbolt
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Psychiatry, South London and Maudsley NHS Foundation Trust, London, UK
| |
Collapse
|
34
|
Obsessive-Compulsive Disorder: Lesions. Stereotact Funct Neurosurg 2020. [DOI: 10.1007/978-3-030-34906-6_30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
35
|
Labaune O, Deroche T, Teulier C, Berret B. Vigor of reaching, walking, and gazing movements: on the consistency of interindividual differences. J Neurophysiol 2019; 123:234-242. [PMID: 31774359 DOI: 10.1152/jn.00344.2019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Movement vigor is an important feature of motor control that is thought to originate from cortico-basal ganglia circuits and processes shared with decision-making, such as temporal reward discounting. Accordingly, vigor may be related to one's relationship with time, which may, in turn, reflect a general trait-like feature of individuality. While significant interindividual differences of vigor have been typically reported for isolated motor tasks, little is known about the consistency of such differences across tasks and movement effectors. Here, we assessed interindividual consistency of vigor across reaching (both dominant and nondominant arm), walking, and gazing movements of various distances within the same group of 20 participants. Given distinct neural pathways and biomechanical specificities of each movement modality, a significant consistency would corroborate the trait-like aspect of vigor. Vigor scores for dominant and nondominant arm movements were found to be highly correlated across individuals. Vigor scores of reaching and walking were also significantly correlated across individuals, indicating that people who reach faster than others also tend to walk faster. At last, vigor scores of saccades were uncorrelated with those of reaching and walking, reaffirming that the vigor of stimulus-elicited eye saccades is distinct. These findings highlight the trait-like aspect of vigor for reaching movements with either arms and, to a lesser extent, walking.NEW & NOTEWORTHY Robust interindividual differences of movement vigor have been reported for arm reaching and saccades. Beyond biomechanics, personality trait-like characteristics have been proposed to account for those differences. Here, we examined for the first time the consistency of interindividual differences of vigor during dominant/nondominant arm reaching, walking, and gazing to assess the trait-like aspect of vigor. We found a significant consistency of vigor within our group of individuals for all tested tasks/effectors except saccades.
Collapse
Affiliation(s)
- Ombeline Labaune
- Complexité, innovation, activités motrices et sportives (CIAMS), Université Paris Sud, Université Paris-Saclay, Orsay, France.,CIAMS, Université d'Orléans, Orléans, France
| | - Thomas Deroche
- Complexité, innovation, activités motrices et sportives (CIAMS), Université Paris Sud, Université Paris-Saclay, Orsay, France.,CIAMS, Université d'Orléans, Orléans, France
| | - Caroline Teulier
- Complexité, innovation, activités motrices et sportives (CIAMS), Université Paris Sud, Université Paris-Saclay, Orsay, France.,CIAMS, Université d'Orléans, Orléans, France
| | - Bastien Berret
- Complexité, innovation, activités motrices et sportives (CIAMS), Université Paris Sud, Université Paris-Saclay, Orsay, France.,CIAMS, Université d'Orléans, Orléans, France.,Institut Universitaire de France, Paris, France
| |
Collapse
|
36
|
Isaacs BR, Trutti AC, Pelzer E, Tittgemeyer M, Temel Y, Forstmann BU, Keuken MC. Cortico-basal white matter alterations occurring in Parkinson's disease. PLoS One 2019; 14:e0214343. [PMID: 31425517 PMCID: PMC6699705 DOI: 10.1371/journal.pone.0214343] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 07/17/2019] [Indexed: 01/01/2023] Open
Abstract
Magnetic resonance imaging studies typically use standard anatomical atlases for identification and analyses of (patho-)physiological effects on specific brain areas; these atlases often fail to incorporate neuroanatomical alterations that may occur with both age and disease. The present study utilizes Parkinson's disease and age-specific anatomical atlases of the subthalamic nucleus for diffusion tractography, assessing tracts that run between the subthalamic nucleus and a-priori defined cortical areas known to be affected by Parkinson's disease. The results show that the strength of white matter fiber tracts appear to remain structurally unaffected by disease. Contrary to that, Fractional Anisotropy values were shown to decrease in Parkinson's disease patients for connections between the subthalamic nucleus and the pars opercularis of the inferior frontal gyrus, anterior cingulate cortex, the dorsolateral prefrontal cortex and the pre-supplementary motor, collectively involved in preparatory motor control, decision making and task monitoring. While the biological underpinnings of fractional anisotropy alterations remain elusive, they may nonetheless be used as an index of Parkinson's disease. Moreover, we find that failing to account for structural changes occurring in the subthalamic nucleus with age and disease reduce the accuracy and influence the results of tractography, highlighting the importance of using appropriate atlases for tractography.
Collapse
Affiliation(s)
- Bethany. R. Isaacs
- Integrative Model-based Cognitive Neuroscience research unit, University of Amsterdam, Amsterdam, the Netherlands
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Anne. C. Trutti
- Integrative Model-based Cognitive Neuroscience research unit, University of Amsterdam, Amsterdam, the Netherlands
- Cognitive Psychology, University of Leiden, Leiden, the Netherlands
| | - Esther Pelzer
- Translational Neurocircuitry, Max Planck Institute for Metabolism Research, Cologne, Germany
- Department of Neurology, University Clinics, Cologne, Germany
| | - Marc Tittgemeyer
- Translational Neurocircuitry, Max Planck Institute for Metabolism Research, Cologne, Germany
- Department of Neurology, University Clinics, Cologne, Germany
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Birte. U. Forstmann
- Integrative Model-based Cognitive Neuroscience research unit, University of Amsterdam, Amsterdam, the Netherlands
| | - Max. C. Keuken
- Integrative Model-based Cognitive Neuroscience research unit, University of Amsterdam, Amsterdam, the Netherlands
| |
Collapse
|
37
|
Boutet A, Rashid T, Hancu I, Elias GJB, Gramer RM, Germann J, Dimarzio M, Li B, Paramanandam V, Prasad S, Ranjan M, Coblentz A, Gwun D, Chow CT, Maciel R, Soh D, Fiveland E, Hodaie M, Kalia SK, Fasano A, Kucharczyk W, Pilitsis J, Lozano AM. Functional MRI Safety and Artifacts during Deep Brain Stimulation: Experience in 102 Patients. Radiology 2019; 293:174-183. [PMID: 31385756 DOI: 10.1148/radiol.2019190546] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BackgroundWith growing numbers of patients receiving deep brain stimulation (DBS), radiologists are encountering these neuromodulation devices at an increasing rate. Current MRI safety guidelines, however, limit MRI access in these patients.PurposeTo describe an MRI (1.5 T and 3 T) experience and safety profile in a large cohort of participants with active DBS systems and characterize the hardware-related artifacts on images from functional MRI.Materials and MethodsIn this prospective study, study participants receiving active DBS underwent 1.5- or 3-T MRI (T1-weighted imaging and gradient-recalled echo [GRE]-echo-planar imaging [EPI]) between June 2017 and October 2018. Short- and long-term adverse events were tracked. The authors quantified DBS hardware-related artifacts on images from GRE-EPI (functional MRI) at the cranial coil wire and electrode contacts. Segmented artifacts were then transformed into standard space to define the brain areas affected by signal loss. Two-sample t tests were used to assess the difference in artifact size between 1.5- and 3-T MRI.ResultsA total of 102 participants (mean age ± standard deviation, 60 years ± 11; 65 men) were evaluated. No MRI-related short- and long-term adverse events or acute changes were observed. DBS artifacts were most prominent near the electrode contacts and over the frontoparietal cortical area where the redundancy of the extension wire is placed subcutaneously. The mean electrode contact artifact diameter was 9.3 mm ± 1.6, and 1.9% ± 0.8 of the brain was obscured by the coil artifact. The coil artifacts were larger at 3 T than at 1.5 T, obscuring 2.1% ± 0.7 and 1.4% ± 0.7 of intracranial volume, respectively (P < .001). The superficial frontoparietal cortex and deep structures neighboring the electrode contacts were most commonly obscured.ConclusionWith a priori local safety testing, patients receiving deep brain stimulation may safely undergo 1.5- and 3-T MRI. Deep brain stimulation hardware-related artifacts only affect a small proportion of the brain.© RSNA, 2019Online supplemental material is available for this article.See also the editorial by Martin in this issue.
Collapse
Affiliation(s)
- Alexandre Boutet
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Tanweer Rashid
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Ileana Hancu
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Gavin J B Elias
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Robert M Gramer
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Jürgen Germann
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Marisa Dimarzio
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Bryan Li
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Vijayashankar Paramanandam
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Sreeram Prasad
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Manish Ranjan
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Ailish Coblentz
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Dave Gwun
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Clement T Chow
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Ricardo Maciel
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Derrick Soh
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Eric Fiveland
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Mojgan Hodaie
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Suneil K Kalia
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Alfonso Fasano
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Walter Kucharczyk
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Julie Pilitsis
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| | - Andres M Lozano
- From the Joint Department of Medical Imaging, University of Toronto, Toronto, Canada (A.B., A.C., W.K.); Division of Neurosurgery, Toronto Western Hospital, University Health Network, 399 Bathurst St, WW 4-437, Toronto, ON, Canada M5T 2S8 (A.B., G.J.B.E., R.M.G., J.G., B.L., V.P., S.P., M.R., A.C., D.G., C.T.C., R.M., D.S., M.H., S.K.K., A.F., W.K., A.M.L.); Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY (T.R., M.D., J.P.); Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada (I.H., V.P., S.P., R.M., D.S., A.F.); GE Global Research Center, Niskayuna, NY (E.F.); Krembil Brain Institute, Toronto, Canada (A.F.); and Department of Neurosurgery, Albany Medical Center, Albany, NY (J.P.)
| |
Collapse
|
38
|
Dimov AV, Gupta A, Kopell BH, Wang Y. High-resolution QSM for functional and structural depiction of subthalamic nuclei in DBS presurgical mapping. J Neurosurg 2019; 131:360-367. [PMID: 30095333 DOI: 10.3171/2018.3.jns172145] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 03/01/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Faithful depiction of the subthalamic nucleus (STN) is critical for planning deep brain stimulation (DBS) surgery in patients with Parkinson's disease (PD). Quantitative susceptibility mapping (QSM) has been shown to be superior to traditional T2-weighted spin echo imaging (T2w). The aim of the study was to describe submillimeter QSM for preoperative imaging of the STN in planning of DBS. METHODS Seven healthy volunteers were included in this study. T2w and QSM were obtained for all healthy volunteers, and images of different resolutions were reconstructed. Image quality and visibility of STN anatomical features were analyzed by a radiologist using a 5-point scale, and contrast properties of the STN and surrounding tissue were calculated. Additionally, data from 10 retrospectively and randomly selected PD patients who underwent 3-T MRI for DBS were analyzed for STN size and susceptibility gradient measurements. RESULTS Higher contrast-to-noise ratio (CNR) values were observed in both high-resolution and low-resolution QSM images. Inter-resolution comparison demonstrated improvement in CNR for QSM, but not for T2w images. QSM provided higher inter-quadrant contrast ratios (CR) within the STN, and depicted a gradient in the distribution of susceptibility sources not visible in T2w images. CONCLUSIONS For 3-T MRI, submillimeter QSM provides accurate delineation of the functional and anatomical STN features for DBS targeting.
Collapse
Affiliation(s)
- Alexey V Dimov
- 1Meinig School of Biomedical Engineering, Cornell University, Ithaca
- 2Department of Radiology, Weill Medical College of Cornell University; and
| | - Ajay Gupta
- 2Department of Radiology, Weill Medical College of Cornell University; and
| | - Brian H Kopell
- 3Department of Neurosurgery, Mount Sinai Health System, New York, New York
| | - Yi Wang
- 1Meinig School of Biomedical Engineering, Cornell University, Ithaca
- 2Department of Radiology, Weill Medical College of Cornell University; and
| |
Collapse
|
39
|
Schor JS, Nelson AB. Multiple stimulation parameters influence efficacy of deep brain stimulation in parkinsonian mice. J Clin Invest 2019; 129:3833-3838. [PMID: 31194696 DOI: 10.1172/jci122390] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Deep brain stimulation (DBS) is used to treat multiple neuropsychiatric disorders, including Parkinson's Disease (PD). Despite widespread clinical use, its therapeutic mechanisms are unknown. Here, we developed a mouse model of subthalamic nucleus (STN) DBS for PD, to permit investigation using cell type-specific tools available in mice. We found that electrical STN DBS relieved bradykinesia, as measured by movement velocity. In addition, our model recapitulated several hallmarks of human STN DBS, including rapid onset and offset, frequency dependence, dyskinesia at higher stimulation intensity, and associations between electrode location, therapeutic benefit, and side effects. We used this model to assess whether high frequency stimulation is necessary for effective STN DBS, or if low frequency stimulation can be effective when paired with compensatory adjustments in other parameters. We found that low frequency stimulation, paired with greater pulse width and amplitude, relieved bradykinesia. Moreover, a composite metric incorporating pulse width, amplitude, and frequency predicted therapeutic efficacy better than frequency alone. We found a similar relationship between this composite metric and movement speed in a retrospective analysis of human data, suggesting correlations observed in the mouse model may extend to human patients. Together, these data establish a mouse model for elucidating mechanisms of DBS.
Collapse
Affiliation(s)
- Jonathan S Schor
- Neuroscience Program.,Kavli Institute for Fundamental Neuroscience.,Weill Institute for Neuroscience, and
| | - Alexandra B Nelson
- Neuroscience Program.,Kavli Institute for Fundamental Neuroscience.,Weill Institute for Neuroscience, and.,Department of Neurology, University of California, San Francisco, San Francisco, California, USA
| |
Collapse
|
40
|
Jiang Y, Parameswaran R, Li X, Carvalho-de-Souza JL, Gao X, Meng L, Bezanilla F, Shepherd GMG, Tian B. Nongenetic optical neuromodulation with silicon-based materials. Nat Protoc 2019; 14:1339-1376. [PMID: 30980031 PMCID: PMC6557640 DOI: 10.1038/s41596-019-0135-9] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 01/10/2019] [Indexed: 01/13/2023]
Abstract
Optically controlled nongenetic neuromodulation represents a promising approach for the fundamental study of neural circuits and the clinical treatment of neurological disorders. Among the existing material candidates that can transduce light energy into biologically relevant cues, silicon (Si) is particularly advantageous due to its highly tunable electrical and optical properties, ease of fabrication into multiple forms, ability to absorb a broad spectrum of light, and biocompatibility. This protocol describes a rational design principle for Si-based structures, general procedures for material synthesis and device fabrication, a universal method for evaluating material photoresponses, detailed illustrations of all instrumentation used, and demonstrations of optically controlled nongenetic modulation of cellular calcium dynamics, neuronal excitability, neurotransmitter release from mouse brain slices, and brain activity in the mouse brain in vivo using the aforementioned Si materials. The entire procedure takes ~4-8 d in the hands of an experienced graduate student, depending on the specific biological targets. We anticipate that our approach can also be adapted in the future to study other systems, such as cardiovascular tissues and microbial communities.
Collapse
Affiliation(s)
- Yuanwen Jiang
- Department of Chemistry, The University of Chicago, Chicago, IL, USA.
- The James Franck Institute, The University of Chicago, Chicago, IL, USA.
| | - Ramya Parameswaran
- The Graduate Program in Biophysical Sciences, The University of Chicago, Chicago, IL, USA
| | - Xiaojian Li
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Xiang Gao
- The James Franck Institute, The University of Chicago, Chicago, IL, USA
| | - Lingyuan Meng
- Insitute for Molecular Engineering, The University of Chicago, Chicago, IL, USA
| | - Francisco Bezanilla
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL, USA
- Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA
- Centro Interdisciplinario de Neurociencia de Valparaíso, Facultad de Ciencias, Universidad de Valparaíso, Valparaíso, Chile
| | - Gordon M G Shepherd
- Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Bozhi Tian
- Department of Chemistry, The University of Chicago, Chicago, IL, USA.
- The James Franck Institute, The University of Chicago, Chicago, IL, USA.
- Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA.
| |
Collapse
|
41
|
Milosevic L, Kalia SK, Hodaie M, Lozano AM, Fasano A, Popovic MR, Hutchison WD. Neuronal inhibition and synaptic plasticity of basal ganglia neurons in Parkinson's disease. Brain 2019; 141:177-190. [PMID: 29236966 PMCID: PMC5917776 DOI: 10.1093/brain/awx296] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 09/20/2017] [Indexed: 12/24/2022] Open
Abstract
Deep brain stimulation of the subthalamic nucleus is an effective treatment for Parkinson’s disease symptoms. The therapeutic benefits of deep brain stimulation are frequency-dependent, but the underlying physiological mechanisms remain unclear. To advance deep brain stimulation therapy an understanding of fundamental mechanisms is critical. The objectives of this study were to (i) compare the frequency-dependent effects on cell firing in subthalamic nucleus and substantia nigra pars reticulata; (ii) quantify frequency-dependent effects on short-term plasticity in substantia nigra pars reticulata; and (iii) investigate effects of continuous long-train high frequency stimulation (comparable to conventional deep brain stimulation) on synaptic plasticity. Two closely spaced (600 µm) microelectrodes were advanced into the subthalamic nucleus (n = 27) and substantia nigra pars reticulata (n = 14) of 22 patients undergoing deep brain stimulation surgery for Parkinson’s disease. Cell firing and evoked field potentials were recorded with one microelectrode during stimulation trains from the adjacent microelectrode across a range of frequencies (1–100 Hz, 100 µA, 0.3 ms, 50–60 pulses). Subthalamic firing attenuated with ≥20 Hz (P < 0.01) stimulation (silenced at 100 Hz), while substantia nigra pars reticulata decreased with ≥3 Hz (P < 0.05) (silenced at 50 Hz). Substantia nigra pars reticulata also exhibited a more prominent increase in transient silent period following stimulation. Patients with longer silent periods after 100 Hz stimulation in the subthalamic nucleus tended to have better clinical outcome after deep brain stimulation. At ≥30 Hz the first evoked field potential of the stimulation train in substantia nigra pars reticulata was potentiated (P < 0.05); however, the average amplitude of the subsequent potentials was rapidly attenuated (P < 0.01). This is suggestive of synaptic facilitation followed by rapid depression. Paired pulse ratios calculated at the beginning of the train revealed that 20 Hz (P < 0.05) was the minimum frequency required to induce synaptic depression. Lastly, the average amplitude of evoked field potentials during 1 Hz pulses showed significant inhibitory synaptic potentiation after long-train high frequency stimulation (P < 0.001) and these increases were coupled with increased durations of neuronal inhibition (P < 0.01). The subthalamic nucleus exhibited a higher frequency threshold for stimulation-induced inhibition than the substantia nigra pars reticulata likely due to differing ratios of GABA:glutamate terminals on the soma and/or the nature of their GABAergic inputs (pallidal versus striatal). We suggest that enhancement of inhibitory synaptic plasticity, and frequency-dependent potentiation and depression are putative mechanisms of deep brain stimulation. Furthermore, we foresee that future closed-loop deep brain stimulation systems (with more frequent off stimulation periods) may benefit from inhibitory synaptic potentiation that occurs after high frequency stimulation.
Collapse
Affiliation(s)
- Luka Milosevic
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, 164 College Street, Toronto, Ontario, M5S 3G9, Canada.,Rehabilitation Engineering Laboratory, Toronto Rehabilitation Institute - University Health Network, 520 Sutherland Drive, Toronto, Ontario, M4G 3V9, Canada
| | - Suneil K Kalia
- Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, Ontario, M5T 1P5, Canada.,Division of Neurosurgery, Toronto Western Hospital - University Health Network, Toronto, 399 Bathurst St, Toronto, Ontario, M5T 2S8, Canada.,Krembil Research Institute, 135 Nassau St, Toronto, Ontario, M5T 1M8, Canada
| | - Mojgan Hodaie
- Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, Ontario, M5T 1P5, Canada.,Division of Neurosurgery, Toronto Western Hospital - University Health Network, Toronto, 399 Bathurst St, Toronto, Ontario, M5T 2S8, Canada.,Krembil Research Institute, 135 Nassau St, Toronto, Ontario, M5T 1M8, Canada
| | - Andres M Lozano
- Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, Ontario, M5T 1P5, Canada.,Division of Neurosurgery, Toronto Western Hospital - University Health Network, Toronto, 399 Bathurst St, Toronto, Ontario, M5T 2S8, Canada.,Krembil Research Institute, 135 Nassau St, Toronto, Ontario, M5T 1M8, Canada
| | - Alfonso Fasano
- Krembil Research Institute, 135 Nassau St, Toronto, Ontario, M5T 1M8, Canada.,Morton and Gloria Shulman Movement Disorders Center and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital - University Health Network, 399 Bathurst St, Toronto, Ontario, M5T 2S8, Canada.,Division of Neurology, University of Toronto, 1 King's College Circle, Toronto, Ontario, M5S 1A8, Canada
| | - Milos R Popovic
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, 164 College Street, Toronto, Ontario, M5S 3G9, Canada.,Rehabilitation Engineering Laboratory, Toronto Rehabilitation Institute - University Health Network, 520 Sutherland Drive, Toronto, Ontario, M4G 3V9, Canada
| | - William D Hutchison
- Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, Ontario, M5T 1P5, Canada.,Krembil Research Institute, 135 Nassau St, Toronto, Ontario, M5T 1M8, Canada.,Department of Physiology, University of Toronto, 1 King's College Circle, Toronto, Ontario, M5S 1A8, Canada
| |
Collapse
|
42
|
Provenza NR, Matteson ER, Allawala AB, Barrios-Anderson A, Sheth SA, Viswanathan A, McIngvale E, Storch EA, Frank MJ, McLaughlin NCR, Cohn JF, Goodman WK, Borton DA. The Case for Adaptive Neuromodulation to Treat Severe Intractable Mental Disorders. Front Neurosci 2019; 13:152. [PMID: 30890909 PMCID: PMC6412779 DOI: 10.3389/fnins.2019.00152] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Accepted: 02/11/2019] [Indexed: 12/20/2022] Open
Abstract
Mental disorders are a leading cause of disability worldwide, and available treatments have limited efficacy for severe cases unresponsive to conventional therapies. Neurosurgical interventions, such as lesioning procedures, have shown success in treating refractory cases of mental illness, but may have irreversible side effects. Neuromodulation therapies, specifically Deep Brain Stimulation (DBS), may offer similar therapeutic benefits using a reversible (explantable) and adjustable platform. Early DBS trials have been promising, however, pivotal clinical trials have failed to date. These failures may be attributed to targeting, patient selection, or the “open-loop” nature of DBS, where stimulation parameters are chosen ad hoc during infrequent visits to the clinician’s office that take place weeks to months apart. Further, the tonic continuous stimulation fails to address the dynamic nature of mental illness; symptoms often fluctuate over minutes to days. Additionally, stimulation-based interventions can cause undesirable effects if applied when not needed. A responsive, adaptive DBS (aDBS) system may improve efficacy by titrating stimulation parameters in response to neural signatures (i.e., biomarkers) related to symptoms and side effects. Here, we present rationale for the development of a responsive DBS system for treatment of refractory mental illness, detail a strategic approach for identification of electrophysiological and behavioral biomarkers of mental illness, and discuss opportunities for future technological developments that may harness aDBS to deliver improved therapy.
Collapse
Affiliation(s)
- Nicole R Provenza
- Brown University School of Engineering, Providence, RI, United States.,Charles Stark Draper Laboratory, Cambridge, MA, United States
| | - Evan R Matteson
- Brown University School of Engineering, Providence, RI, United States
| | - Anusha B Allawala
- Brown University School of Engineering, Providence, RI, United States
| | - Adriel Barrios-Anderson
- Psychiatric Neurosurgery Program at Butler Hospital, The Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - Sameer A Sheth
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, United States
| | - Ashwin Viswanathan
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, United States
| | - Elizabeth McIngvale
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| | - Eric A Storch
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| | - Michael J Frank
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, United States.,Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Nicole C R McLaughlin
- Psychiatric Neurosurgery Program at Butler Hospital, The Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - Jeffrey F Cohn
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Wayne K Goodman
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| | - David A Borton
- Brown University School of Engineering, Providence, RI, United States.,Carney Institute for Brain Science, Brown University, Providence, RI, United States.,Department of Veterans Affairs, Providence Medical Center, Center for Neurorestoration and Neurotechnology, Providence, RI, United States
| |
Collapse
|
43
|
Monitoring deep brain stimulation by measuring regional brain oxygen responses in freely moving mice. J Neurosci Methods 2019; 317:20-28. [PMID: 30716350 DOI: 10.1016/j.jneumeth.2019.01.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 01/16/2019] [Accepted: 01/19/2019] [Indexed: 01/02/2023]
Abstract
BACKGROUND Translational studies investigating the effects of deep brain stimulation (DBS) on brain function up to now mainly relied on BOLD responses measured with fMRI. However, fMRI studies in rodents face technical and practical limitations (e.g., immobilization, sedation or anesthesia, spatial and temporal resolution of data). Direct measurement of oxygen concentration in the brain using electrochemical sensors is a promising alternative to the use of fMRI. Here, we tested for the first time if such measurements can be combined with DBS. NEW METHOD We combined bilateral DBS in the internal capsule (IC-DBS) with simultaneous amperometric measurements of oxygen in the medial prefrontal cortex (prelimbic area) and striatum of freely moving mice. Using a two-day within-animal experimental design, we tested the effects of DBS on baseline oxygen concentrations, and on novelty- and restraint-induced increases in oxygen concentration. RESULTS Basal oxygen levels were stable across the daily sampling periods. Exposure to novelty and immobilization reproducibly increased oxygen concentrations in both areas. IC-DBS did not significantly alter basal oxygen, but reduced the novelty-induced increase in the striatum. COMPARISON WITH EXISTING METHOD(S) Amperometric detection of brain oxygen concentration with high temporal and spatial resolution can be performed in a number of key brain areas to study the effects of DBS in animal models of disease. The method is easily implemented and does not require expensive equipment or complicated data analysis processes. CONCLUSIONS Direct and simultaneous measurement of brain oxygen concentration in multiple brain areas can be used to study the effects of bilateral DBS neuromodulation on brain activity in freely moving mice.
Collapse
|
44
|
Faraji AH, Jaquins-Gerstl AS, Valenta AC, Weber SG. Electrokinetic infusions into hydrogels and brain tissue: Control of direction and magnitude of solute delivery. J Neurosci Methods 2018; 311:76-82. [PMID: 30308210 DOI: 10.1016/j.jneumeth.2018.10.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 10/05/2018] [Accepted: 10/07/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Delivering solutes to a particular region of the brain is currently achieved by iontophoresis for very small volumes and by diffusion from a microdialysis probe for larger volumes. There is a need to deliver solutes to particular areas with more control than is possible with existing methods. NEW METHOD Electrokinetic infusions of solutes were performed into hydrogels and organotypic hippocampal slice cultures. Application of an electrical current creates electroosmotic flow and electrophoresis of a dicationic fluorescent solute through organotypic hippocampal tissue cultures or larger hydrogels. Transport was recorded with fluorescence microscopy imaging in real-time. RESULTS Electrokinetic transport in brain tissue slice cultures and hydrogels occurs along an electrical current path and allows for anisotropic delivery over distances from several hundred micrometers to millimeters. Directional transport may be controlled by altering the current path. The applied electrical current linearly affects the measured solute fluorescence in our model system following infusions. COMPARISON WITH EXISTING METHODS Localized drug delivery involves iontophoresis, with diffusion primarily occurring beyond infusion capillaries under current protocols. Pressure-driven infusions for intraparenchymal targets have also been conducted. Superfusion across a tissue surface provides modest penetration, however is unable to impact deeper targets. In general, control over intraparenchymal drug delivery has been difficult to achieve. Electrokinetic transport provides an alternative to deliver solutes along an electrical current path in tissue. CONCLUSIONS Electrokinetic transport may be applied to living systems for molecular transport. It may be used to improve upon the control of solute delivery over that of pressure-driven transport.
Collapse
Affiliation(s)
- Amir H Faraji
- Department of Chemistry, 219 Parkman Avenue, Chevron Science Center, University of Pittsburgh, Pittsburgh, Pennsylvania 15213 USA; Department of Neurological Surgery, 200 Lothrop Street, UPMC Presbyterian Hospital, Pittsburgh, Pennsylvania, 15213 USA
| | - Andrea S Jaquins-Gerstl
- Department of Chemistry, 219 Parkman Avenue, Chevron Science Center, University of Pittsburgh, Pittsburgh, Pennsylvania 15213 USA
| | - Alec C Valenta
- Department of Chemistry, 219 Parkman Avenue, Chevron Science Center, University of Pittsburgh, Pittsburgh, Pennsylvania 15213 USA
| | - Stephen G Weber
- Department of Chemistry, 219 Parkman Avenue, Chevron Science Center, University of Pittsburgh, Pittsburgh, Pennsylvania 15213 USA.
| |
Collapse
|
45
|
Anderson DN, Duffley G, Vorwerk J, Dorval AD, Butson CR. Anodic stimulation misunderstood: preferential activation of fiber orientations with anodic waveforms in deep brain stimulation. J Neural Eng 2018; 16:016026. [PMID: 30275348 DOI: 10.1088/1741-2552/aae590] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE During deep brain stimulation (DBS), it is well understood that extracellular cathodic stimulation can cause activation of passing axons. Activation can be predicted from the second derivative of the electric potential along an axon, which depends on axonal orientation with respect to the stimulation source. We hypothesize that fiber orientation influences activation thresholds and that fiber orientations can be selectively targeted with DBS waveforms. APPROACH We used bioelectric field and multicompartment NEURON models to explore preferential activation based on fiber orientation during monopolar or bipolar stimulation. Preferential fiber orientation was extracted from the principal eigenvectors and eigenvalues of the Hessian matrix of the electric potential. We tested cathodic, anodic, and charge-balanced pulses to target neurons based on fiber orientation in general and clinical scenarios. MAIN RESULTS Axons passing the DBS lead have positive second derivatives around a cathode, whereas orthogonal axons have positive second derivatives around an anode, as indicated by the Hessian. Multicompartment NEURON models confirm that passing fibers are activated by cathodic stimulation, and orthogonal fibers are activated by anodic stimulation. Additionally, orthogonal axons have lower thresholds compared to passing axons. In a clinical scenario, fiber pathways associated with therapeutic benefit can be targeted with anodic stimulation at 50% lower stimulation amplitudes. SIGNIFICANCE Fiber orientations can be selectively targeted with simple changes to the stimulus waveform. Anodic stimulation preferentially activates orthogonal fibers, approaching or leaving the electrode, at lower thresholds for similar therapeutic benefit in DBS with decreased power consumption.
Collapse
Affiliation(s)
- Daria Nesterovich Anderson
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, United States of America. Scientific Computing & Imaging (SCI) Institute, University of Utah, Salt Lake City, UT, United States of America
| | | | | | | | | |
Collapse
|
46
|
Ghotbeddin Z, Moazedi AA, Yadollahpour A, Rendi F, Jalilifar M. Improving cognitive task in kindled rats by using low frequency stimulation during epileptogenesis. Metab Brain Dis 2018; 33:1525-1531. [PMID: 29959601 DOI: 10.1007/s11011-018-0260-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Accepted: 05/28/2018] [Indexed: 11/08/2022]
Abstract
Numerous studies indicate that one of the bad effects of epilepsy is cognitive impairment. In this study we focused on the effect of LFS as a potential anticonvulsant agent, during epileptogenesis on cognitive impairments induced by amygdala kindling in rat. Twenty-one adult rats were divided into 3 groups including control (n = 7), kindled (n = 7), and Kindled+LFS (KLFS) (n = 7). Animals in the kindled group received kindling stimulation in a rapid kindling manner (a 3 s train of 50 Hz monophasic pulses of 1 ms duration, 12 times a day) in amygdala whereas control animals had no stimulation. Four packages of LFS (each package consisting of 200 monophasic square pulses, 0.1 ms pulse duration at 1 Hz) were applied daily after termination of kindling stimulation in KLFS group. Spatial memory of all animals was tested using radial arm maze after termination of stimulation on acquisition trial days and 14 days after the final acquisition trial test. Epileptogenesis process significantly increased working and reference memory error compared to control groups whereas application of LFS immediately after kindling stimulation prevented this impairment in 8 arm radial maze and there was no significant difference between KLS and control groups. Our results indicated that application of LFS during kindling acquisition suppresses memory impairment in epileptogenesis by kindling stimulation.
Collapse
Affiliation(s)
- Zohreh Ghotbeddin
- Department of Physiology, Faculty of Veterinary Medicine, Shahid Chamran University of Ahvaz, Ahvaz, Iran.
- Stem Cell and Transgenic Technology Research Center, Shahid Chamran University of Ahvaz, Ahvaz, Iran.
| | - Ahmad Ali Moazedi
- Department of Biology, Faculty of Science, Shahid Chamran University of Ahvaz, Ahvaz, Iran
| | - Ali Yadollahpour
- Department of Medical Physics, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Faezeh Rendi
- Department of Basic Sciences, Faculty of Veterinary Medicine, Shahid Chamran University of Ahvaz, P.O. Box: 61357-83151, Ahvaz, Iran
| | - Mostafa Jalilifar
- Department of Medical Physics, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| |
Collapse
|
47
|
Gittis AH, Yttri EA. Translating Insights From Optogenetics To Therapies For Parkinson's Disease. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2018; 8:14-19. [PMID: 31903441 DOI: 10.1016/j.cobme.2018.08.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Movement disorders including Parkinson’s disease and dystonia are caused by neurological dysfunction, typically resulting from the loss of a neuronal input within a circuit. Neuromodulation, specifically deep brain stimulation (DBS), has proven to be a critical development in the treatment of movement disorders. Continuing efforts aim to improve DBS techniques, both in how they exert their effects and in the efficacy of the mechanism involved in eliciting those effects. While optogenetic stimulation is currently infeasible in human patients, opto-DBS research provides an indispensible avenue to understand the mechanisms of DBS therapeutic and adverse effects. We review the benefits of cell-type specific manipulations in understanding the root cause of movement disorders and how DBS might optimally combat those causes. We also explore new circuit-inspired applications of DBS suggested by thorough, high-throughput optogenetic techniques. Maximizing the efficacy and outcome of DBS requires a multi-tiered approach; research employing optogenetics provides the specificity and feasibility to uncover the mechanisms that will help realize these gains in patient care.
Collapse
Affiliation(s)
- Aryn H Gittis
- Department of Biological Sciences and the Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Eric A Yttri
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA
| |
Collapse
|
48
|
Bandt SK, de Rochefort L, Chen W, Dimov AV, Spincemaille P, Kopell BH, Gupta A, Wang Y. Clinical Integration of Quantitative Susceptibility Mapping Magnetic Resonance Imaging into Neurosurgical Practice. World Neurosurg 2018; 122:e10-e19. [PMID: 30201583 DOI: 10.1016/j.wneu.2018.08.213] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 08/27/2018] [Accepted: 08/29/2018] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To introduce quantitative susceptibility mapping (QSM), a novel magnetic resonance imaging sequence, to the field of neurosurgery. METHODS QSM is introduced both in its historical context and by providing a brief overview of the physics behind the technique tailored to a neurosurgical audience. Its application to clinical neurosurgery is then highlighted using case examples. RESULTS QSM offers a quantitative assessment of susceptibility (previously considered as an artifact) via a single, straightforward gradient echo acquisition. QSM differs from standard susceptibility weighted imaging in its ability to both quantify and precisely localize susceptibility effects. Clinical applications of QSM are wide reaching and include precise localization of the deep nuclei for deep brain stimulation electrode placement, differentiation between blood products and calcification within brain lesions, and enhanced sensitivity of cerebral micrometastasis identification. CONCLUSIONS We present this diverse range of QSM's clinical applications to neurosurgical care via case examples. QSM can be obtained in all patients able to undergo magnetic resonance imaging and is easily integratable into busy neuroradiology programs because of its short acquisition time and straightforward, automated offline postprocessing workflow. Clinical integration of QSM may help clinicians better identify and characterize neurosurgical lesions, thereby improving patient care.
Collapse
Affiliation(s)
- S Kathleen Bandt
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, CEMEREM, Marseille, France; Department of Neurological Surgery, Northwestern University, Chicago, Illinois, USA.
| | | | - Weiwei Chen
- Department of Radiology, Tongji Hospital, Wuhan, China
| | - Alexey V Dimov
- Department of Biomedical Engineering, Cornell University, Ithaca, New York, USA
| | - Pascal Spincemaille
- Department of Radiology, Weill Cornell Medical College, New York, New York, USA
| | - Brian H Kopell
- Department of Neurosurgery, the Mount Sinai Hospital, New York, New York, USA
| | - Ajay Gupta
- Department of Radiology, Weill Cornell Medical College, New York, New York, USA
| | - Yi Wang
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France; Department of Biomedical Engineering, Cornell University, Ithaca, New York, USA; Department of Radiology, Weill Cornell Medical College, New York, New York, USA
| |
Collapse
|
49
|
Oscillatory local field potentials of the nucleus accumbens and the anterior limb of the internal capsule in heroin addicts. Clin Neurophysiol 2018; 129:1242-1253. [DOI: 10.1016/j.clinph.2018.03.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Revised: 02/23/2018] [Accepted: 03/05/2018] [Indexed: 12/22/2022]
|
50
|
Liu R, Crawford J, Callahan PM, Terry AV, Constantinidis C, Blake DT. Intermittent stimulation in the nucleus basalis of meynert improves sustained attention in rhesus monkeys. Neuropharmacology 2018; 137:202-210. [PMID: 29704983 DOI: 10.1016/j.neuropharm.2018.04.026] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 03/30/2018] [Accepted: 04/23/2018] [Indexed: 01/29/2023]
Abstract
Sustained attention is essential in important behaviors in daily life. Many neuropsychiatric disorders are characterized by a compromised ability to sustain attention, making this cognitive domain an important therapeutic target. In this study, we tested a novel method of improving sustained attention. Monkeys were engaged in a continuous performance task (CPT) while the nucleus basalis of Meynert (NB), the main source of cholinergic innervation of the neocortex, was stimulated. Intermittent NB stimulation improved the animals' performance by increasing the hit rate and decreasing the false alarm rate. Administration of the cholinesterase inhibitor donepezil or the muscarinic antagonist scopolamine alone impaired performance, whereas the nicotinic antagonist mecamylamine alone improved performance. Applying NB stimulation while mecamylamine or donepezil were administered impaired CPT performance. Methylphenidate, a monoaminergic psychostimulant, was applied in conjunction with intermittent stimulation as a negative control, as it does not directly modulate cholinergic output. Methylphenidate also improved performance, and it produced further improvement when combined with NB stimulation. The additive effect of the combination suggested NB stimulation altered behavior independently from methylphenidate effects. We conclude that basal forebrain projections contribute to sustained attention, and that intermittent NB stimulation is an effective way of improving performance.
Collapse
Affiliation(s)
- Ruifeng Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong 510060, China; Brain and Behavior Discovery Institute, Department of Neurology, Medical College of Georgia, Augusta University, 1120 15th Street, Augusta, GA 30912, USA
| | - Jonathan Crawford
- Brain and Behavior Discovery Institute, Department of Neurology, Medical College of Georgia, Augusta University, 1120 15th Street, Augusta, GA 30912, USA
| | - Patrick M Callahan
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, 1120 15th Street, Augusta, GA 30912, USA
| | - Alvin V Terry
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, 1120 15th Street, Augusta, GA 30912, USA
| | - Christos Constantinidis
- Department of Neurobiology and Anatomy, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - David T Blake
- Brain and Behavior Discovery Institute, Department of Neurology, Medical College of Georgia, Augusta University, 1120 15th Street, Augusta, GA 30912, USA.
| |
Collapse
|