Approaches to closed-loop deep brain stimulation for movement disorders

Chao-Hung Kuo, Gabrielle A. White-Dzuro, Andrew L. Ko
2018 Neurosurgical Focus  
FOCUS Neurosurg Focus 45 (2):E2, 2018 D eep brain stimulation (DBS) is a safe and effective therapy for movement disorders, such as Parkinson's disease (PD), essential tremor (ET), and dystonia. 2, 7, 15 The devices have been in clinical use for decades, providing invariant stimulation at a fixed spatial distribution (electrode configuration), amplitude, frequency, and pulse width. This "open-loop" therapy relies on the determination of effective stimulation parameters by a clinician. As our
more » ... erstanding of the mechanisms underlying this therapy and movement disorders in general expands, the shortcomings of this system are increasingly evident. Although DBS provides effective treatment of the motor symptoms of diseases such as PD, side effects of therapy can include cognitive impairment and changes in speech, gait, and balance. 21 While most patients deem such side effects tolerable, 20 the current approach likely does not restore basal ganglia function to the greatest extent possible, given its static approach to therapy within an inherently dynamic system. Moreover, the use of constant stimulation provides stimulation in excess of what is clinically warranted. With the most-commonly implanted, nonrechargeable DBS systems, this excess power usage shortens battery life and exposes patients to the risks of surgical replacement of the implantable pulse generator. ABBREVIATIONS AP = action potential; DBS = deep brain stimulation; ECoG = electrocorticography; EEG = electroencephalography; EMG = electromyography; ET = essential tremor; IMU = inertial monitoring unit; LDF = linear delayed feedback; LFP = local field potential; PD = Parkinson's disease; sEMG = surface EMG; STN = subthalamic nucleus; VIM = ventral intermediate nucleus. OBJECTIVE Deep brain stimulation (DBS) is a safe and effective therapy for movement disorders, such as Parkinson's disease (PD), essential tremor (ET), and dystonia. There is considerable interest in developing "closed-loop" DBS devices capable of modulating stimulation in response to sensor feedback. In this paper, the authors review related literature and present selected approaches to signal sources and approaches to feedback being considered for deployment in closed-loop systems. METHODS A literature search using the keywords "closed-loop DBS" and "adaptive DBS" was performed in the PubMed database. The search was conducted for all articles published up until March 2018. An in-depth review was not performed for publications not written in the English language, nonhuman studies, or topics other than Parkinson's disease or essential tremor, specifically epilepsy and psychiatric conditions. RESULTS The search returned 256 articles. A total of 71 articles were primary studies in humans, of which 50 focused on treatment of movement disorders. These articles were reviewed with the aim of providing an overview of the features of closed-loop systems, with particular attention paid to signal sources and biomarkers, general approaches to feedback control, and clinical data when available. CONCLUSIONS Closed-loop DBS seeks to employ biomarkers, derived from sensors such as electromyography, electrocorticography, and local field potentials, to provide real-time, patient-responsive therapy for movement disorders. Most studies appear to focus on the treatment of Parkinson's disease. Several approaches hold promise, but additional studies are required to determine which approaches are feasible, efficacious, and efficient. https://thejns.org/doi/abs/10.3171/2018.5.FOCUS18173
doi:10.3171/2018.5.focus18173 pmid:30064321 fatcat:uryrxzyclrbx5n6wr2of7lnjuq