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Oslin SJ, Shi HH, Conner AK. Preventing Sudden Cessation of Implantable Pulse Generators in Deep Brain Stimulation: A Systematic Review and Protocol Proposal. Stereotact Funct Neurosurg 2024; 102:127-134. [PMID: 38432221 DOI: 10.1159/000535880] [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: 09/09/2023] [Accepted: 12/14/2023] [Indexed: 03/05/2024]
Abstract
INTRODUCTION Deep brain stimulation (DBS) requires a consistent electrical supply from the implantable pulse generator (IPG). Patients may struggle to monitor their IPG, risking severe complications in battery failure. This review assesses current literature on DBS IPG battery life management and proposes a protocol for healthcare providers. METHODS A literature search using four databases identified best practices for DBS IPG management. Studies were appraised for IPG management guidelines, categorized as qualitative, quantitative, or both. RESULTS Of 408 citations, only seven studies were eligible, none providing clear patient management strategies. Current guidelines lack specificity, relying on clinician suggestions. CONCLUSION Limited guidelines exist for IPG management. Specificity and adaptability to emerging technology are crucial. The findings highlight the need for specificity in patients' needs and adaptability to emerging technology in future studies. To address this need, we developed a protocol for DBS IPG management that we have implemented at our own institution. Further research is needed for effective DBS IPG battery life management, preventing therapy cessation complications.
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Affiliation(s)
- Spencer J Oslin
- Department of Neurosurgery, University of Oklahoma, Health Sciences Center, Oklahoma City, Oklahoma, USA,
| | - Helen H Shi
- Department of Neurosurgery, University of Oklahoma, Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Andrew K Conner
- Department of Neurosurgery, University of Oklahoma, Health Sciences Center, Oklahoma City, Oklahoma, USA
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2
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Esplin N, Kusyk D, Jeong SW, Elhamdani S, Abdel Aziz K, Webb A, Angle C, Whiting D, Tomycz ND. Movement disorder Deep brain stimulation Hybridization: Patient and caregiver outcomes. Clin Park Relat Disord 2024; 10:100234. [PMID: 38292816 PMCID: PMC10827541 DOI: 10.1016/j.prdoa.2024.100234] [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: 05/14/2023] [Revised: 11/11/2023] [Accepted: 01/05/2024] [Indexed: 02/01/2024] Open
Abstract
Background and Objectives Deep brain stimulation (DBS) is a well-established surgical treatment for certain movement disorders and involves the implantation of brain electrodes connected to implantable pulse generators (IPGs). As more device manufacturers have entered the market, some IPG technology has been designed to be compatible with brain electrodes from other manufacturers, which has facilitated the hybridization of implant technology. The aim of this study was to assess the benefits of hybridization of non-rechargeable, constant voltage IPGs to rechargeable, constant current IPGs. Methods A list of DBS movement disorder patients who had their non-rechargeable, constant voltage IPGs replaced with rechargeable, constant current IPGs from a different manufacturer was compiled. Structured surveys of these patients, and their caregivers when applicable, were undertaken to determine both patient and caregiver satisfaction in this DBS hybridization strategy. Results Eighteen patients met inclusion criteria and twelve patients or their caregivers completed the structured survey (67% response rate). Nine patients had Parkinson's disease (75%), three had essential tremor (25%). Nine (75%) were converted from bilateral single-channel IPGs, and three (25%) were converted from a unilateral dual-channel IPGs. Overall, 92% of patients and caregivers surveyed reported improvement or no change in their symptoms, 92% reported a decrease or no change in their medication requirements, and 92% report they are satisfied or very satisfied with their IPG hybridization and would recommend the surgery to similar patients. There were no immediate surgical complications. Conclusion In this series of movement disorder DBS patients, surgery was safe and patient and caregiver satisfaction were high with a hybridization of non-rechargeable, constant voltage IPGs to rechargeable, constant current IPGs.
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Affiliation(s)
- Nathan Esplin
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Dorian Kusyk
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Seung W Jeong
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Shahed Elhamdani
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Khaled Abdel Aziz
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Amanda Webb
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Cindy Angle
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Donald Whiting
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
| | - Nestor D. Tomycz
- Department of Neurosurgery, Allegheny Health Network, 320 East North Ave, Pittsburgh PA 15212, United States
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Fortmann T, Zawy Alsofy S, Lewitz M, Santacroce A, Welzel Saravia H, Sakellaropoulou I, Wilbers E, Grabowski S, Stroop R, Cinibulak Z, Nakamura M, Lehrke R. Rescuing Infected Deep Brain Stimulation Therapies in Severely Affected Patients. Brain Sci 2023; 13:1650. [PMID: 38137098 PMCID: PMC10742038 DOI: 10.3390/brainsci13121650] [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: 10/04/2023] [Revised: 11/02/2023] [Accepted: 11/16/2023] [Indexed: 12/24/2023] Open
Abstract
(1) Background: Infections in deep brain stimulation (DBS) hardware, while an undesired complication of DBS surgeries, can be effectively addressed. Minor infections are typically treated with wound revision and IV antibiotics. However, when visible hardware infection occurs, most centers opt for complete removal, leaving the patient in a preoperative state and necessitating post-removal care. To avoid the need for such care, a novel technique was developed. (2) Methods: The electrodes are placed at the exact same spot and then led to the contralateral side. new extensions and a new generator contralateral to the infection as well. Subsequently, the infected system is removed. This case series includes six patients. (3) Results: The average duration of DBS system implantation before the second surgery was 272 days. Only one system had to be removed after 18 months due to reoccurring infection; the others remained unaffected. Laboratory alterations and pathogens were identified in only half of the patients. (4) Conclusions: The described surgical technique proves to be safe, well tolerated, and serves as a viable alternative to complete system removal. Importantly, it effectively prevents the need of post-removal care for patients.
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Affiliation(s)
- Thomas Fortmann
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
- Department of Stereotactic Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany;
| | - Samer Zawy Alsofy
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
| | - Marc Lewitz
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
| | - Antonio Santacroce
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
- European Radiosurgery Center Munich, 81377 Munich, Germany
| | - Heinz Welzel Saravia
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
| | - Ioanna Sakellaropoulou
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
| | - Eike Wilbers
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
| | - Steffen Grabowski
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany; (H.W.S.); (I.S.); (S.G.)
| | - Ralf Stroop
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
| | - Zafer Cinibulak
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, Academic Hospital Koeln-Merheim, Witten/Herdecke University, 51109 Koeln, Germany
| | - Makoto Nakamura
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (S.Z.A.); (M.L.); (A.S.); (E.W.); (R.S.); (Z.C.); (M.N.)
- Department of Neurosurgery, Academic Hospital Koeln-Merheim, Witten/Herdecke University, 51109 Koeln, Germany
| | - Ralph Lehrke
- Department of Stereotactic Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany;
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Hajiabadi MM, Vicheva P, Unterberg A, Ahmadi R, Jakobs M. A single-center, open-label trial on convenience and complications of rechargeable implantable pulse generators for spinal cord stimulation: The Recharge Pain Trial. Neurosurg Rev 2023; 46:36. [PMID: 36640226 PMCID: PMC9840575 DOI: 10.1007/s10143-022-01940-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 10/19/2022] [Accepted: 12/24/2022] [Indexed: 01/15/2023]
Abstract
Rechargeable implantable pulse generators (r-IPGs) have been available for spinal cord stimulation (SCS) claiming to offer a longer service life but demanding continuous monitoring and regular recharging by the patients. The aim of the study (DRKS00021281; Apr 7th, 2020) was to assess the convenience, safety, and acceptance of r-IPGs and their effect on patient lives under long-term therapy. Standardized questionnaires were sent to all chronic pain patients with a r-IPG at the time of trial. Primary endpoint was the overall convenience of the charging process on an ordinal scale from "very hard" (1 point) to "very easy" (5 points). Secondary endpoints were charge burden (min/week), rates of user confidence and complications (failed recharges, interruptions of therapy). Endpoints were analyzed for several subgroups. Data sets n = 40 (42% return rate) were eligible for analysis. Patient age was 57.2 ± 12.6 (mean ± standard deviation) years with the r-IPG being implanted for 52.1 ± 32.6 months. The overall convenience of recharging was evaluated as "easy" (4 points). The charge burden was 112.7 ± 139 min/week. 92% of the patients felt confident recharging the neurostimulator. 37.5% of patients reported failed recharges. 28.9% of patients experienced unintended interruptions of stimulation. Subgroup analysis only showed a significant impact on overall convenience for different models of stimulators (p < 0.05). Overall, SCS patients feel confident handling a r-IPG at high rates of convenience and acceptable effort despite high rates of usage-related complications. Further technical improvements for r-IPGs are needed.
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Affiliation(s)
- Mohammad Mehdi Hajiabadi
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
- Division of Operative Pain Management, Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Petya Vicheva
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Andreas Unterberg
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Rezvan Ahmadi
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
- Division of Operative Pain Management, Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Martin Jakobs
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany.
- Division of Stereotactic Neurosurgery, Department of Neurosurgery, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120, Heidelberg, Germany.
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5
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Questionnaire-based approach to evaluate the convenience of rechargeable extracorporeal pulse generators for wireless spinal cord stimulation. Sci Rep 2022; 12:8127. [PMID: 35581207 PMCID: PMC9113993 DOI: 10.1038/s41598-022-11778-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 04/08/2022] [Indexed: 11/08/2022] Open
Abstract
Spinal cord stimulation (SCS) has been utilized for more than 50 years to treat refractory neuropathic pain. Currently, SCS systems with fully implantable pulse generators (IPGs) represent the standard. New wireless extracorporeal SCS (wSCS) devices without IPGs promise higher levels of comfort and convenience for patients. However, to date there are no studies on how charging and using this wSCS system affects patients and their therapy. This study is the first questionnaire-based survey on this topic focusing on patient experience. The trial was a single arm, open-label and mono-centric phase IV study. Standardized questionnaires were sent to all patients with a wSCS device in use at the time of trial. The primary endpoint was the convenience of the charging and wearing process scored on an ordinal scale from "very hard" (1) to "very easy" (5). Secondary endpoints included time needed for charging, the duration of stimulation per day and complication rates. Questionnaires of 6 out of 9 patients were returned and eligible for data analysis. The mean age of patients was 61.3 ± 6.7 (± SD) years. The duration of therapy was 20.3 ± 15.9 months (mean ± SD). The mean duration of daily stimulation was 17 ± 5.9 h (mean ± SD). n = 5 patients rated the overall convenience as "easy" (4) and n = 3 patients evaluated the effort of the charging process and wearing of the wSCS device as "low" (4). n = 5 patients considered the wearing and charging process as active participation in their therapy. n = 5 patients would choose an extracorporeal device again over a conventional SCS system. Early or late surgical complications did not occur in this patient collective. Overall, patients felt confident using extracorporeal wSCS devices without any complications. Effort to maintain therapy with this system was rated as low.
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6
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Caregiver Burden in Partners of Parkinsonian Patients with Deep Brain Stimulation. Brain Sci 2022; 12:brainsci12020238. [PMID: 35204001 PMCID: PMC8870343 DOI: 10.3390/brainsci12020238] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 02/06/2022] [Accepted: 02/07/2022] [Indexed: 01/12/2023] Open
Abstract
In Parkinson’s disease (PD) patients, the progressive nature of the disease and the variability of disabling motor and non-motor symptoms contribute to the growing caregiver burden of PD partners and conflicts in their relationships. Deep brain stimulation (DBS) improves PD symptoms and patients’ quality of life but necessitates an intensified therapy optimization after DBS surgery. This review illuminates caregiver burden in the context of DBS, framing both pre- and postoperative aspects. We aim to provide an overview of perioperative factors influencing caregiver burden and wish to stimulate further recognition of caregiver burden of PD patients with DBS.
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7
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Runge J, Nagel JM, Schrader C, Saryyeva A, Krauss JK. Rechargeable Pacemaker Technology in Deep Brain Stimulation: A Step Forward, But Not for Everyone. Mov Disord Clin Pract 2021; 8:1112-1115. [PMID: 34631947 PMCID: PMC8485590 DOI: 10.1002/mdc3.13306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 06/12/2021] [Accepted: 06/27/2021] [Indexed: 11/11/2022] Open
Abstract
Background Rechargeable implantable pulse generator (IPG) technology has several advantages over non‐rechargeable systems and is routinely used now in deep brain stimulation (DBS). Little is known about the occasional need and the circumstances for switching back to non‐rechargeable technology. Cases Out of a cohort of 640 patients, 102 patients received a rechargeable IPG at first implantation or at the time of replacement surgery. Out of these, 3 patients underwent preemptive replacement with non‐rechargeable devices for the following reasons: dissatisfaction with handling and recharge frequency (pallidal DBS in advanced Parkinson's disease/dystonia), severe DBS OFF status subsequent to missed recharging (subthalamic DBS in Parkinson's disease) and twiddler's syndrome (nucleus accumbens DBS in alcohol dependency). Conclusions Although rechargeable IPG technology has been received well and is used widely, there are unexpected scenarios that require replacement surgery with non‐rechargeable IPGs.
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Affiliation(s)
- Joachim Runge
- Department of Neurosurgery Hannover Medical School Hannover Germany
| | - Johanna M Nagel
- Department of Neurosurgery Hannover Medical School Hannover Germany
| | | | - Assel Saryyeva
- Department of Neurosurgery Hannover Medical School Hannover Germany
| | - Joachim K Krauss
- Department of Neurosurgery Hannover Medical School Hannover Germany
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8
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Sarica C, Iorio-Morin C, Aguirre-Padilla DH, Najjar A, Paff M, Fomenko A, Yamamoto K, Zemmar A, Lipsman N, Ibrahim GM, Hamani C, Hodaie M, Lozano AM, Munhoz RP, Fasano A, Kalia SK. Implantable Pulse Generators for Deep Brain Stimulation: Challenges, Complications, and Strategies for Practicality and Longevity. Front Hum Neurosci 2021; 15:708481. [PMID: 34512295 PMCID: PMC8427803 DOI: 10.3389/fnhum.2021.708481] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 07/30/2021] [Indexed: 11/29/2022] Open
Abstract
Deep brain stimulation (DBS) represents an important treatment modality for movement disorders and other circuitopathies. Despite their miniaturization and increasing sophistication, DBS systems share a common set of components of which the implantable pulse generator (IPG) is the core power supply and programmable element. Here we provide an overview of key hardware and software specifications of commercially available IPG systems such as rechargeability, MRI compatibility, electrode configuration, pulse delivery, IPG case architecture, and local field potential sensing. We present evidence-based approaches to mitigate hardware complications, of which infection represents the most important factor. Strategies correlating positively with decreased complications include antibiotic impregnation and co-administration and other surgical considerations during IPG implantation such as the use of tack-up sutures and smaller profile devices.Strategies aimed at maximizing battery longevity include patient-related elements such as reliability of IPG recharging or consistency of nightly device shutoff, and device-specific such as parameter delivery, choice of lead configuration, implantation location, and careful selection of electrode materials to minimize impedance mismatch. Finally, experimental DBS systems such as ultrasound, magnetoelectric nanoparticles, and near-infrared that use extracorporeal powered neuromodulation strategies are described as potential future directions for minimally invasive treatment.
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Affiliation(s)
- Can Sarica
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Christian Iorio-Morin
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Division of Neurosurgery, Department of Surgery, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - David H Aguirre-Padilla
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Department of Neurology & Neurosurgery, Center Campus, Universidad de Chile, Santiago, Chile
| | - Ahmed Najjar
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Department of Surgery, College of Medicine, Taibah University, Almadinah Almunawwarah, Saudi Arabia
| | - Michelle Paff
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Department of Neurosurgery, University of California, Irvine, Irvine, CA, United States
| | - Anton Fomenko
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Kazuaki Yamamoto
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Ajmal Zemmar
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Department of Neurosurgery, Henan University School of Medicine, Zhengzhou, China.,Department of Neurosurgery, University of Louisville School of Medicine, Louisville, KY, United States
| | - Nir Lipsman
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - George M Ibrahim
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Clement Hamani
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Mojgan Hodaie
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada.,CRANIA Center for Advancing Neurotechnological Innovation to Application, University of Toronto, ON, Canada
| | - Andres M Lozano
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada.,CRANIA Center for Advancing Neurotechnological Innovation to Application, University of Toronto, ON, Canada
| | - Renato P Munhoz
- Krembil Research Institute, University Health Network, Toronto, ON, Canada.,Edmond J. Safra Program in Parkinson's Disease Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, and Division of Neurology, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
| | - Alfonso Fasano
- Krembil Research Institute, University Health Network, Toronto, ON, Canada.,CRANIA Center for Advancing Neurotechnological Innovation to Application, University of Toronto, ON, Canada.,Edmond J. Safra Program in Parkinson's Disease Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, and Division of Neurology, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
| | - Suneil K Kalia
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada.,CRANIA Center for Advancing Neurotechnological Innovation to Application, University of Toronto, ON, Canada.,KITE, University Health Network, Toronto, ON, Canada
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9
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Connolly MJ, Cole ER, Isbaine F, de Hemptinne C, Starr PA, Willie JT, Gross RE, Miocinovic S. Multi-objective data-driven optimization for improving deep brain stimulation in Parkinson's disease. J Neural Eng 2021; 18. [PMID: 33862604 DOI: 10.1088/1741-2552/abf8ca] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 04/16/2021] [Indexed: 11/12/2022]
Abstract
Objective.Deep brain stimulation (DBS) is an effective treatment for Parkinson's disease (PD) but its success depends on a time-consuming process of trial-and-error to identify the optimal stimulation settings for each individual patient. Data-driven optimization algorithms have been proposed to efficiently find the stimulation setting that maximizes a quantitative biomarker of symptom relief. However, these algorithms cannot efficiently take into account stimulation settings that may control symptoms but also cause side effects. Here we demonstrate how multi-objective data-driven optimization can be used to find the optimal trade-off between maximizing symptom relief and minimizing side effects.Approach.Cortical and motor evoked potential data collected from PD patients during intraoperative stimulation of the subthalamic nucleus were used to construct a framework for designing and prototyping data-driven multi-objective optimization algorithms. Using this framework, we explored how these techniques can be applied clinically, and characterized the design features critical for solving this optimization problem. Our two optimization objectives were to maximize cortical evoked potentials, a putative biomarker of therapeutic benefit, and to minimize motor potentials, a biomarker of motor side effects.Main Results.Using thisin silicodesign framework, we demonstrated how the optimal trade-off between two objectives can substantially reduce the stimulation parameter space by 61 ± 19%. The best algorithm for identifying the optimal trade-off between the two objectives was a Bayesian optimization approach with an area under the receiver operating characteristic curve of up to 0.94 ± 0.02, which was possible with the use of a surrogate model and a well-tuned acquisition function to efficiently select which stimulation settings to sample.Significance.These findings show that multi-objective optimization is a promising approach for identifying the optimal trade-off between symptom relief and side effects in DBS. Moreover, these approaches can be readily extended to newly discovered biomarkers, adapted to DBS for disorders beyond PD, and can scale with the development of more complex DBS devices.
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Affiliation(s)
- Mark J Connolly
- Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, United States of America
| | - Eric R Cole
- Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, United States of America
| | - Faical Isbaine
- Department of Neurosurgery, Emory University School of Medicine, Atlanta, GA 30322, United States of America
| | - Coralie de Hemptinne
- Department of Neurology, University of Florida, Gainesville, FL 32608, United States of America
| | - Phillip A Starr
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA 94143, United States of America
| | - Jon T Willie
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO 63110, United States of America
| | - Robert E Gross
- Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, United States of America.,Department of Neurosurgery, Emory University School of Medicine, Atlanta, GA 30322, United States of America.,Department of Neurology, Emory University School of Medicine, 12 Executive Park Drive North East, Atlanta, GA 30322, United States of America
| | - Svjetlana Miocinovic
- Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, United States of America.,Department of Neurology, Emory University School of Medicine, 12 Executive Park Drive North East, Atlanta, GA 30322, United States of America
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10
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Mostofi A, Baig F, Bourlogiannis F, Uberti M, Morgante F, Pereira EAC. Postoperative Externalization of Deep Brain Stimulation Leads Does Not Increase Infection Risk. Neuromodulation 2020; 24:265-271. [PMID: 33301223 DOI: 10.1111/ner.13331] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/25/2020] [Accepted: 11/17/2020] [Indexed: 01/23/2023]
Abstract
OBJECTIVES Externalization of deep brain stimulation (DBS) leads is performed to allow electrophysiological recording from implanted electrodes as well as assessment of clinical response to trial stimulation before implantable pulse generator (IPG) insertion. Hypothetically, lead externalization provides a route for inoculation and subsequent infection of hardware, though this has not been established definitively in the literature. We sought to determine if lead externalization affects the risk of infection in DBS surgery. MATERIALS AND METHODS We present our center's experience of lead externalization and surgical site infection (SSI) in DBS surgery for movement disorders. Patients were divided into two cohorts: one in which leads were not externalized and IPGs were implanted at the time of electrode insertion, and one in which leads were externalized for six days while patients underwent electrophysiological recording from DBS electrodes for research. We compare baseline characteristics of these two cohorts and their SSI rates. RESULTS Infective complications were experienced by 3/82 (3.7%) patients overall with one (1.2%) requiring complete hardware removal. These occurred in 1/36 (2.7%) in the externalized cohort and 2/46 (4.3%) in the nonexternalized cohort. The incidence of infection between the two cohorts was not significantly different (p = 1, two-tailed Fisher's exact test). This lack of significant difference persisted when baseline variation between the cohorts in age, hardware manufacturer, and indication for DBS were corrected by excluding patients implanted for dystonia, none of whom underwent externalization. We present and discuss in detail each of the three cases of infection. CONCLUSIONS Our data suggest that externalization of leads does not increase the risk of infective complications in DBS surgery. Lead externalization is a safe procedure which can provide a substrate for unique neurophysiological studies to advance knowledge and therapy of disorders treated with DBS.
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Affiliation(s)
- Abteen Mostofi
- Neurosciences Research Centre, Molecular and Clinical Sciences Research Institute, St George's, University of London, London, UK.,Department of Neurosurgery, Atkinson Morley Regional Neurosciences Centre, St George's Hospital, London, UK
| | - Fahd Baig
- Neurosciences Research Centre, Molecular and Clinical Sciences Research Institute, St George's, University of London, London, UK.,Medical Research Council Brain Network Dynamics Unit, Oxford, UK
| | - Fotios Bourlogiannis
- Department of Neurosurgery, Atkinson Morley Regional Neurosciences Centre, St George's Hospital, London, UK
| | - Micaela Uberti
- Department of Neurosurgery, Atkinson Morley Regional Neurosciences Centre, St George's Hospital, London, UK
| | - Francesca Morgante
- Neurosciences Research Centre, Molecular and Clinical Sciences Research Institute, St George's, University of London, London, UK.,Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Erlick A C Pereira
- Neurosciences Research Centre, Molecular and Clinical Sciences Research Institute, St George's, University of London, London, UK.,Department of Neurosurgery, Atkinson Morley Regional Neurosciences Centre, St George's Hospital, London, UK
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Paff M, Loh A, Sarica C, Lozano AM, Fasano A. Update on Current Technologies for Deep Brain Stimulation in Parkinson's Disease. J Mov Disord 2020; 13:185-198. [PMID: 32854482 PMCID: PMC7502302 DOI: 10.14802/jmd.20052] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 06/22/2020] [Accepted: 07/05/2020] [Indexed: 01/19/2023] Open
Abstract
Deep brain stimulation (DBS) is becoming increasingly central in the treatment of patients with Parkinson's disease and other movement disorders. Recent developments in DBS lead and implantable pulse generator design provide increased flexibility for programming, potentially improving the therapeutic benefit of stimulation. Directional DBS leads may increase the therapeutic window of stimulation by providing a means of avoiding current spread to structures that might give rise to stimulation-related side effects. Similarly, control of current to individual contacts on a DBS lead allows for shaping of the electric field produced between multiple active contacts. The following review aims to describe the recent developments in DBS system technology and the features of each commercially available DBS system. The advantages of each system are reviewed, and general considerations for choosing the most appropriate system are discussed.
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Affiliation(s)
- Michelle Paff
- Division of Neurosurgery, University Health Network, University of Toronto, Toronto, Canada
| | - Aaron Loh
- Division of Neurosurgery, University Health Network, University of Toronto, Toronto, Canada
| | - Can Sarica
- Division of Neurosurgery, University Health Network, University of Toronto, Toronto, Canada
| | - Andres M. Lozano
- Division of Neurosurgery, University Health Network, University of Toronto, Toronto, Canada
| | - Alfonso Fasano
- Edmond J. Safra Program in Parkinson’s Disease, Morton and Gloria Shulman Movement Disorders Centre, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Canada
- Krembil Brain Institute, Toronto, Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA), Toronto, Canada
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12
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Dijk JM, Espay AJ, Katzenschlager R, de Bie RMA. The Choice Between Advanced Therapies for Parkinson's Disease Patients: Why, What, and When? JOURNAL OF PARKINSONS DISEASE 2020; 10:S65-S73. [PMID: 32651333 PMCID: PMC7592668 DOI: 10.3233/jpd-202104] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
When oral dopaminergic medication falls short in the treatment of Parkinson’s disease, patients are left with motor response fluctuations and dyskinesias that may have a large impact on functioning in daily life. They may benefit from one of the currently available advanced treatments, namely deep brain stimulation, continuous levodopa-carbidopa intestinal gel, and continuous subcutaneous apomorphine infusion. The indication, choice between the separate advanced treatments and the timing can be challenging and will be discussed against the background of the progressive nature of the disease, the heterogeneity of disease manifestation and variable patient characteristics.
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Affiliation(s)
- Joke M Dijk
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Alberto J Espay
- Department of Neurology, James J. and Joan A. Gardner Family Center for Parkinson's Disease and Movement Disorders, University of Cincinnati, Cincinnati, OH, USA
| | - Regina Katzenschlager
- Donauspital, Department of Neurology and Karl Landsteiner Institute for Neuroimmunological and Neurodegenerative Disorders, Vienna, Austria
| | - Rob M A de Bie
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Amsterdam Neuroscience, Amsterdam, Netherlands
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