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Ria N, Eladly A, Masvidal-Codina E, Illa X, Guimerà A, Hills K, Garcia-Cortadella R, Duvan FT, Flaherty SM, Prokop M, Wykes RC, Kostarelos K, Garrido JA. Flexible graphene-based neurotechnology for high-precision deep brain mapping and neuromodulation in Parkinsonian rats. Nat Commun 2025; 16:2891. [PMID: 40133322 PMCID: PMC11937542 DOI: 10.1038/s41467-025-58156-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 03/10/2025] [Indexed: 03/27/2025] Open
Abstract
Deep brain stimulation (DBS) is a neuroelectronic therapy for the treatment of a broad range of neurological disorders, including Parkinson's disease. Current DBS technologies face important limitations, such as large electrode size, invasiveness, and lack of adaptive therapy based on biomarker monitoring. In this study, we investigate the potential benefits of using nanoporous reduced graphene oxide (rGO) technology in DBS, by implanting a flexible high-density array of rGO microelectrodes (25 µm diameter) in the subthalamic nucleus (STN) of healthy and hemi-parkinsonian rats. We demonstrate that these microelectrodes record action potentials with a high signal-to-noise ratio, allowing the precise localization of the STN and the tracking of multiunit-based Parkinsonian biomarkers. The bidirectional capability to deliver high-density focal stimulation and to record high-fidelity signals unlocks the visualization of local neuromodulation of the multiunit biomarker. These findings demonstrate the potential of bidirectional high-resolution neural interfaces to investigate closed-loop DBS in preclinical models.
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Affiliation(s)
- Nicola Ria
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain
| | - Ahmed Eladly
- University of Manchester, Center for Nanotechnology in Medicine & Division of Neuroscience, London, UK
| | - Eduard Masvidal-Codina
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain
| | - Xavi Illa
- Instituto de Microelectrónica de Barcelona, IMB-CNM (CSIC), Esfera UAB, Bellaterra, Barcelona, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Barcelona, Spain
| | - Anton Guimerà
- Instituto de Microelectrónica de Barcelona, IMB-CNM (CSIC), Esfera UAB, Bellaterra, Barcelona, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Barcelona, Spain
| | - Kate Hills
- University of Manchester, Center for Nanotechnology in Medicine & Division of Neuroscience, London, UK
| | - Ramon Garcia-Cortadella
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain
- Bernstein Center for Computational Neuroscience Munich, Faculty of Medicine, Ludwig-Maximilians Universität München, Planegg-Martinsried, Germany
| | - Fikret Taygun Duvan
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain
| | - Samuel M Flaherty
- University of Manchester, Center for Nanotechnology in Medicine & Division of Neuroscience, London, UK
| | - Michal Prokop
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain
| | - Rob C Wykes
- University of Manchester, Center for Nanotechnology in Medicine & Division of Neuroscience, London, UK.
- University College London, Queen Square Institute of Neurology, Department of Clinical and Experimental Epilepsy, London, UK.
| | - Kostas Kostarelos
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain.
- University of Manchester, Center for Nanotechnology in Medicine & Division of Neuroscience, London, UK.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
- Institute of Neuroscience, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Jose A Garrido
- Catalan Institute of Nanoscience and Nanotechnology (ICN2), CSIC and BIST, Campus UAB, Bellaterra, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
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2
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Ashkan K, Velicu MA, Furlanetti L. Deep brain stimulation-induced neuroprotection: A critical appraisal. Eur J Paediatr Neurol 2022; 37:114-122. [PMID: 35189499 DOI: 10.1016/j.ejpn.2022.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 01/31/2022] [Accepted: 02/04/2022] [Indexed: 10/19/2022]
Abstract
Over the last two decades deep brain stimulation (DBS) has become a widely used therapeutic alternative for a variety of neurological and psychiatric diseases. The extensive experience in the field of movement disorders has provided valuable knowledge and has led the path to its application to other hard-to-treat conditions. Despite the recognised symptomatic beneficial effects, its capacity to modify the course of a disease has been in constant debate. The ability to demonstrate neuroprotection relies on a thorough understanding of the functioning of both normal and pathological neural structures, as well as their stimulation induced alterations, all of which to this date remain incomplete. Consequently, there is no consensus over the definition of neuroprotection nor its means of quantification or evaluation. Additionally, neuroprotection has been indirectly addressed in most of the literature, challenging the efforts to narrow its interpretation. As such, a broad spectrum of evidence has been considered to demonstrate disease modifying interventions. This paper aims to provide a critical appraisal of the current evidence on potential neuroprotective effects of DBS in neurodegenerative brain disorders.
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Affiliation(s)
- Keyoumars Ashkan
- Department of Neurosurgery, King's College Hospital NHS Foundation Trust, London, UK; Department of Basic and Clinical Neuroscience, IoPPN, King's College London, UK; King's Health Partners Academic Health Sciences Centre, London, UK
| | - Maria Alexandra Velicu
- Department of Neurosurgery, King's College Hospital NHS Foundation Trust, London, UK; King's Health Partners Academic Health Sciences Centre, London, UK
| | - Luciano Furlanetti
- Department of Basic and Clinical Neuroscience, IoPPN, King's College London, UK; King's Health Partners Academic Health Sciences Centre, London, UK.
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3
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Yanuck SF. Microglial Phagocytosis of Neurons: Diminishing Neuronal Loss in Traumatic, Infectious, Inflammatory, and Autoimmune CNS Disorders. Front Psychiatry 2019; 10:712. [PMID: 31632307 PMCID: PMC6786049 DOI: 10.3389/fpsyt.2019.00712] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 09/05/2019] [Indexed: 01/08/2023] Open
Abstract
Errors in neuron-microglial interaction are known to lead to microglial phagocytosis of live neurons and excessive neuronal loss, potentially yielding poorer clinical outcomes. Factors that affect neuron-microglial interaction have the potential to influence the error rate. Clinical comorbidities that unfavorably impact neuron-microglial interaction may promote a higher rate of neuronal loss, to the detriment of patient outcome. This paper proposes that many common, clinically modifiable comorbidities have a common thread, in that they all influence neuron-microglial interactions. Comorbidities like traumatic brain injury, infection, stress, neuroinflammation, loss of neuronal metabolic integrity, poor growth factor status, and other factors, all have the potential to alter communication between neurons and microglia. When this occurs, microglial phagocytosis of live neurons can increase. In addition, microglia can shift into a morphological form in which they express major histocompatibility complex II (MHC-II), allowing them to function as antigen presenting cells that present neuronal debris as antigen to invading T cells. This can increase risk for the development of CNS autoimmunity, or can exacerbate existing CNS autoimmunity. The detrimental influence of these comorbidities has the potential to contribute to the mosaic of factors that determine patient outcome in some CNS pathologies that have neuropsychiatric involvement, including TBI and CNS disorders with autoimmune components, where excessive neuronal loss can yield poorer clinical outcomes. Recognition of the impact of these comorbidities may contribute to an understanding of the common clinical observation that many seemingly disparate factors contribute to the overall picture of case management and clinical outcome in these complex disorders. In a clinical setting, knowing how these comorbidities can influence neuron-microglial interaction can help focus surveillance and care on a broader group of potential therapeutic targets. Accordingly, an interest in the mechanisms underlying the influence of these factors on neuron-microglial interactions is appropriate. Neuron-microglial interaction is reviewed, and the various mechanisms by which these potential comorbidities influence neuro-microglial interaction are described.
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Affiliation(s)
- Samuel F Yanuck
- Program on Integrative Medicine, Department of Physical Medicine and Rehabilitation, University of North Carolina School of Medicine, Chapel Hill, NC, United States
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4
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Beck MH, Haumesser JK, Kühn J, Altschüler J, Kühn AA, van Riesen C. Short- and long-term dopamine depletion causes enhanced beta oscillations in the cortico-basal ganglia loop of parkinsonian rats. Exp Neurol 2016; 286:124-136. [PMID: 27743915 DOI: 10.1016/j.expneurol.2016.10.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 10/03/2016] [Accepted: 10/10/2016] [Indexed: 10/20/2022]
Abstract
Abnormally enhanced beta oscillations have been found in deep brain recordings from human Parkinson's disease (PD) patients and in animal models of PD. Recent correlative evidence suggests that beta oscillations are related to disease-specific symptoms such as akinesia and rigidity. However, this hypothesis has also been repeatedly questioned by studies showing no changes in beta power in animal models using an acute pharmacologic dopamine blockade. To further investigate the temporal dynamics of exaggerated beta synchrony in PD, we investigated the reserpine model, which is characterized by an acute and stable disruption of dopamine transmission, and compared it to the chronic progressive 6-hydroxydopamine (6-OHDA) model. Using simultaneous electrophysiological recordings in urethane anesthetized rats from the primary motor cortex, the subthalamic nucleus and the reticulate part of the substantia, we found evidence for enhanced beta oscillations in the basal ganglia of both animal models during the activated network state. In contrast to 6-OHDA, reserpine treated animals showed no involvement of primary motor cortex. Notably, beta coherence levels between primary motor cortex and basal ganglia nuclei were elevated in both models. Although both models exhibited elevated beta power and coherence levels, they differed substantially in respect to their mean peak frequency: while the 6-OHDA peak was located in the low beta range (17Hz), the reserpine peak was centered at higher beta frequencies (27Hz). Our results further support the hypothesis of an important pathophysiological relation between enhanced beta activity and akinesia in parkinsonism.
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Affiliation(s)
- Maximilian H Beck
- Charité University Medicine Berlin, Department of Neurology, Movement Disorder and Neuromodulation Unit, Berlin, Germany
| | - Jens K Haumesser
- Charité University Medicine Berlin, Department of Neurology, Movement Disorder and Neuromodulation Unit, Berlin, Germany
| | - Johanna Kühn
- Charité University Medicine Berlin, Department of Neurology, Movement Disorder and Neuromodulation Unit, Berlin, Germany
| | - Jennifer Altschüler
- Charité University Medicine Berlin, Department of Neurology, Movement Disorder and Neuromodulation Unit, Berlin, Germany
| | - Andrea A Kühn
- Charité University Medicine Berlin, Department of Neurology, Movement Disorder and Neuromodulation Unit, Berlin, Germany
| | - Christoph van Riesen
- Charité University Medicine Berlin, Department of Neurology, Movement Disorder and Neuromodulation Unit, Berlin, Germany.
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5
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Novel approach to automatically classify rat social behavior using a video tracking system. J Neurosci Methods 2016; 268:163-70. [DOI: 10.1016/j.jneumeth.2016.02.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Revised: 02/23/2016] [Accepted: 02/26/2016] [Indexed: 11/19/2022]
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Braakman RBH, Bezstarosti K, Sieuwerts AM, de Weerd V, van Galen AM, Stingl C, Luider TM, Timmermans MAM, Smid M, Martens JWM, Foekens JA, Demmers JAA, Umar A. Integrative Analysis of Genomics and Proteomics Data on Clinical Breast Cancer Tissue Specimens Extracted with Acid Guanidinium Thiocyanate–Phenol–Chloroform. J Proteome Res 2015; 14:1627-36. [DOI: 10.1021/acs.jproteome.5b00046] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- René B. H. Braakman
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
- Postgraduate
School of Molecular Medicine, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
| | - Karel Bezstarosti
- Proteomics
Center, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein
50, 3015 GE Rotterdam, The Netherlands
| | - Anieta M. Sieuwerts
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
- Postgraduate
School of Molecular Medicine, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
| | - Vanja de Weerd
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Anne M. van Galen
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Christoph Stingl
- Department
of Neurology, Erasmus MC, University Medical Center Rotterdam, Dr
Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
| | - Theo M. Luider
- Department
of Neurology, Erasmus MC, University Medical Center Rotterdam, Dr
Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
| | - Mieke A. M. Timmermans
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Marcel Smid
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
| | - John W. M. Martens
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
- Postgraduate
School of Molecular Medicine, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
| | - John A. Foekens
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
- Postgraduate
School of Molecular Medicine, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
| | - Jeroen A. A. Demmers
- Proteomics
Center, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein
50, 3015 GE Rotterdam, The Netherlands
| | - Arzu Umar
- Department
of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam,
Be401, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
- Postgraduate
School of Molecular Medicine, Erasmus MC, University Medical Center Rotterdam, Dr Molewaterplein 50, 3015 GE Rotterdam, The Netherlands
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