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Yogev D, Goldberg T, Arami A, Tejman-Yarden S, Winkler TE, Maoz BM. Current state of the art and future directions for implantable sensors in medical technology: Clinical needs and engineering challenges. APL Bioeng 2023; 7:031506. [PMID: 37781727 PMCID: PMC10539032 DOI: 10.1063/5.0152290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023] Open
Abstract
Implantable sensors have revolutionized the way we monitor biophysical and biochemical parameters by enabling real-time closed-loop intervention or therapy. These technologies align with the new era of healthcare known as healthcare 5.0, which encompasses smart disease control and detection, virtual care, intelligent health management, smart monitoring, and decision-making. This review explores the diverse biomedical applications of implantable temperature, mechanical, electrophysiological, optical, and electrochemical sensors. We delve into the engineering principles that serve as the foundation for their development. We also address the challenges faced by researchers and designers in bridging the gap between implantable sensor research and their clinical adoption by emphasizing the importance of careful consideration of clinical requirements and engineering challenges. We highlight the need for future research to explore issues such as long-term performance, biocompatibility, and power sources, as well as the potential for implantable sensors to transform healthcare across multiple disciplines. It is evident that implantable sensors have immense potential in the field of medical technology. However, the gap between research and clinical adoption remains wide, and there are still major obstacles to overcome before they can become a widely adopted part of medical practice.
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Affiliation(s)
| | | | | | | | | | - Ben M. Maoz
- Authors to whom correspondence should be addressed: and
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Pressing ethical issues in considering pediatric deep brain stimulation for obsessive-compulsive disorder. Brain Stimul 2021; 14:1566-1572. [PMID: 34700055 DOI: 10.1016/j.brs.2021.10.388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 08/09/2021] [Accepted: 10/22/2021] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Refractory obsessive-compulsive disorder (OCD) among adults is the first psychiatric indication of deep brain stimulation (DBS) to receive an FDA Humanitarian Device Exemption (HDE). Given the HDE approval and encouraging evidence that has since emerged, exploration of DBS for OCD may expand to adolescents in the future. More than 100,000 adolescents in the U.S. suffer from refractory OCD, and there is already a precedent for the transition of DBS in adults to children in the case of dystonia. However, the risk-benefit analysis of pediatric DBS for OCD may be more complex and raise different ethical questions compared to pediatric DBS for dystonia. OBJECTIVE This study aimed to gain insight into pressing ethical issues related to using DBS in adolescents with OCD. METHODS Semi-structured interviews were conducted with clinicians (n = 25) caring for pediatric patients with refractory OCD. Interview transcripts were coded with MAXQDA 2018 software and analyzed using thematic content analysis to identify emergent themes. RESULTS Five central themes were identified in clinician responses, three of which were exacerbated in the pediatric DBS setting. Clinicians expressed concerns related to conditions of decision-making including adolescents' capacity to assent (80%), the lack of evidence about the outcomes and potential unknown effects of using DBS in adolescents with OCD (68%), and the importance of exhausting other treatment options before considering DBS (20%). CONCLUSIONS Strategies to address clinician concerns include implementation of validated decision support tools and further research into the outcomes of pediatric DBS for OCD to establish clear guidelines for patient selection.
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Price JB, Rusheen AE, Barath AS, Rojas Cabrera JM, Shin H, Chang SY, Kimble CJ, Bennet KE, Blaha CD, Lee KH, Oh Y. Clinical applications of neurochemical and electrophysiological measurements for closed-loop neurostimulation. Neurosurg Focus 2021; 49:E6. [PMID: 32610297 DOI: 10.3171/2020.4.focus20167] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 04/16/2020] [Indexed: 12/21/2022]
Abstract
The development of closed-loop deep brain stimulation (DBS) systems represents a significant opportunity for innovation in the clinical application of neurostimulation therapies. Despite the highly dynamic nature of neurological diseases, open-loop DBS applications are incapable of modifying parameters in real time to react to fluctuations in disease states. Thus, current practice for the designation of stimulation parameters, such as duration, amplitude, and pulse frequency, is an algorithmic process. Ideal stimulation parameters are highly individualized and must reflect both the specific disease presentation and the unique pathophysiology presented by the individual. Stimulation parameters currently require a lengthy trial-and-error process to achieve the maximal therapeutic effect and can only be modified during clinical visits. The major impediment to the development of automated, adaptive closed-loop systems involves the selection of highly specific disease-related biomarkers to provide feedback for the stimulation platform. This review explores the disease relevance of neurochemical and electrophysiological biomarkers for the development of closed-loop neurostimulation technologies. Electrophysiological biomarkers, such as local field potentials, have been used to monitor disease states. Real-time measurement of neurochemical substances may be similarly useful for disease characterization. Thus, the introduction of measurable neurochemical analytes has significantly expanded biomarker options for feedback-sensitive neuromodulation systems. The potential use of biomarker monitoring to advance neurostimulation approaches for treatment of Parkinson's disease, essential tremor, epilepsy, Tourette syndrome, obsessive-compulsive disorder, chronic pain, and depression is examined. Further, challenges and advances in the development of closed-loop neurostimulation technology are reviewed, as well as opportunities for next-generation closed-loop platforms.
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Affiliation(s)
| | - Aaron E Rusheen
- 1Department of Neurologic Surgery.,2Medical Scientist Training Program
| | | | | | | | | | | | - Kevin E Bennet
- 1Department of Neurologic Surgery.,3Division of Engineering, and
| | | | - Kendall H Lee
- 1Department of Neurologic Surgery.,4Department of Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
| | - Yoonbae Oh
- 1Department of Neurologic Surgery.,4Department of Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
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Potes MI, Joaquin C, Wiecks N, Phan S, Hassan O. The utility of deep brain stimulation surgery for treating eating disorders: A systematic review. Surg Neurol Int 2021; 12:169. [PMID: 34084597 PMCID: PMC8168795 DOI: 10.25259/sni_730_2020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 03/16/2021] [Indexed: 02/05/2023] Open
Abstract
Background: Deep brain stimulation (DBS) has demonstrated preliminary success as a treatment for neuropsychological disorders including obsessive-compulsive disorder and substance use disorder. This systematic review aims to assess the use of DBS in treating eating disorders (EDs) to determine its utility and the extent of adverse effects. Methods: A PubMed search following PRISMA guidelines was executed to find studies encompassing DBS as a treatment of ED. Outcomes were extracted from the literature and summarized while a review of quality was also performed. Results: From a search yielding 299 publications, 11 studies published between 2010 and 2020 were found to fit the inclusion criteria. Out of 53 patients who began with an abnormal BMI before treatment, 22 patients (41.5%) achieved normal BMI on follow-up. Significant neuropsychological improvement was seen in most patients as measured by neuropsychiatric testing and questionnaires. Conclusion: DBS as a treatment for ED may result in significant objective and psychological benefits. Further studies should aim to increase the sample size, standardize follow-up protocol, and standardize the neuropsychiatric tests used to determine psychological and physiological benefits.
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Affiliation(s)
- Mark Immanuel Potes
- Department of Medical Education, School of Medicine, California University of Science and Medicine, Colton, California, United States
| | - Christian Joaquin
- Department of Clinical Education, Lake Erie College of Osteopathic Medicine, Erie, Pennsylvania, United States
| | - Nicole Wiecks
- Department of Basic Sciences, Touro University Nevada College of Osteopathic Medicine, Henderson, Nevada, United States
| | - Sheshanna Phan
- Department of Basic Sciences, Touro University Nevada College of Osteopathic Medicine, Henderson, Nevada, United States
| | - Omron Hassan
- Department of Basic Sciences, Touro University Nevada College of Osteopathic Medicine, Henderson, Nevada, United States
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Kahn L, Sutton B, Winston HR, Abosch A, Thompson JA, Davis RA. Deep Brain Stimulation for Obsessive-Compulsive Disorder: Real World Experience Post-FDA-Humanitarian Use Device Approval. Front Psychiatry 2021; 12:568932. [PMID: 33868034 PMCID: PMC8044872 DOI: 10.3389/fpsyt.2021.568932] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 02/10/2021] [Indexed: 11/13/2022] Open
Abstract
Background: While case series have established the efficacy of deep brain stimulation (DBS) in treating obsessive-compulsive disorder (OCD), it has been our experience that few OCD patients present without comorbidities that affect outcomes associated with DBS treatment. Here we present our experience with DBS therapy for OCD in patients who all have comorbid disease, together with the results of our programming strategies. Methods: For this case series, we assessed five patients who underwent ventral capsule/ventral striatum (VC/VS) DBS for OCD between 2015 and 2019 at the University of Colorado Hospital. Every patient in this cohort exhibited comorbidities, including substance use disorders, eating disorder, tic disorder, and autism spectrum disorder. We conducted an IRB-approved, retrospective study of programming modifications and treatment response over the course of DBS therapy. Results: In addition to patients' subjective reports of improvement, we observed significant improvement in the Yale-Brown Obsessive-Compulsive Scale (44%), the Montgomery-Asberg Depression Rating Scale (53%), the Quality of Life Enjoyment and Satisfaction Questionnaire (27%), and the Hamilton Anxiety Rating scales (34.9%) following DBS. With respect to co-morbid disease, there was a significant improvement in a patient with tic disorder's Total Tic Severity Score (TTSS) (p = 0.005). Conclusions: DBS remains an efficacious tool for the treatment of OCD, even in patients with significant comorbidities in whom DBS has not previously been investigated. Efficacious treatment results not only from the accurate placement of the electrodes by the surgeon but also from programming by the psychiatrist.
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Affiliation(s)
- Lora Kahn
- Department of Neurosurgery, Ochsner Health, Tulane University-Ochsner Health Neurosurgery Program, New Orleans, LA, United States
| | - Brianne Sutton
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Helena R. Winston
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Aviva Abosch
- Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, United States
| | - John A. Thompson
- Department of Neurosurgery, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
- Department of Neurology, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
| | - Rachel A. Davis
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, United States
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van der Vlis TAMB, Ackermans L, Mulders AEP, Vrij CA, Schruers K, Temel Y, Duits A, Leentjens AFG. Ventral Capsule/Ventral Striatum Stimulation in Obsessive-Compulsive Disorder: Toward a Unified Connectomic Target for Deep Brain Stimulation? Neuromodulation 2020; 24:316-323. [PMID: 33368876 PMCID: PMC7986682 DOI: 10.1111/ner.13339] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/06/2020] [Accepted: 11/25/2020] [Indexed: 12/12/2022]
Abstract
Introduction Obsessive‐compulsive disorder (OCD) is among the most disabling chronic psychiatric disorders and has a significant negative impact on multiple domains of quality of life. Deep brain stimulation (DBS) is a treatment option for severe therapy‐resistant OCD. Objective To provide a detailed clinical description and treatment outcome analysis in a cohort of eight refractory OCD patients receiving ventral capsule/ventral striatum (VC/VS) stimulation with the intention to validate discriminating fiber bundles previously associated with clinical response. Materials and Methods The primary outcome measure (the Yale‐Brown Obsessive Compulsive Scale [Y‐BOCS]) and secondary outcomes depressive symptoms, anxiety, and quality of life were retrospectively analyzed. DBS leads were warped into standard stereotactic space. A normative connectome was used to identify the neural network associated with clinical outcome. Results With a median stimulation duration of 26 months, patients exhibited a mean Y‐BOCS reduction of 10.5 resulting in a response rate of 63%. Modulation of a fiber bundle traversing the anterior limb of the internal capsule (ALIC) was associated with Y‐BOCS reduction. This fiber bundle connected the frontal regions to the subthalamic nucleus (STN) and was functionally identified as the hyperdirect pathway of the basal ganglia circuitry. Conclusion Our findings show that in VC/VS stimulation, the neural network associated with clinical outcome shows overlap with that of previously described for other targets namely the anterior limb of the internal capsula, the nucleus accumbens, or the STN, which supports the evolvement from the concept of an optimal gray matter target to conceiving the target as part of a symptom modulating network.
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Affiliation(s)
| | - Linda Ackermans
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands.,School of Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Anne E P Mulders
- Department of Psychiatry and Psychology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Casper A Vrij
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Koen Schruers
- School of Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Psychiatry and Psychology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Psychiatry and Psychology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Annelien Duits
- School of Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Psychiatry and Psychology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Albert F G Leentjens
- School of Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Psychiatry and Psychology, Maastricht University Medical Center, Maastricht, The Netherlands
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A unified connectomic target for deep brain stimulation in obsessive-compulsive disorder. Nat Commun 2020; 11:3364. [PMID: 32620886 PMCID: PMC7335093 DOI: 10.1038/s41467-020-16734-3] [Citation(s) in RCA: 149] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Accepted: 05/21/2020] [Indexed: 02/06/2023] Open
Abstract
Multiple surgical targets for treating obsessive-compulsive disorder with deep brain stimulation (DBS) have been proposed. However, different targets may modulate the same neural network responsible for clinical improvement. We analyzed data from four cohorts of patients (N = 50) that underwent DBS to the anterior limb of the internal capsule (ALIC), the nucleus accumbens or the subthalamic nucleus (STN). The same fiber bundle was associated with optimal clinical response in cohorts targeting either structure. This bundle connected frontal regions to the STN. When informing the tract target based on the first cohort, clinical improvements in the second could be significantly predicted, and vice versa. To further confirm results, clinical improvements in eight patients from a third center and six patients from a fourth center were significantly predicted based on their stimulation overlap with this tract. Our results show that connectivity-derived models may inform clinical improvements across DBS targets, surgeons and centers. The identified tract target is openly available in atlas form. Li et al. analyzed structural connectivity of deep brain stimulation electrodes in 50 patients suffering from obsessive-compulsive disorder operated at four centers. Connectivity to a specific tract within the anterior limb of the internal capsule was associated with optimal treatment response across cohorts, surgeons and centers.
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