Who May Benefit From On-Demand Control of Deep Brain Stimulation? Noninvasive Evaluation of Parkinson Patients

被引:6
作者
Graupe, Daniel [1 ,2 ]
Khobragade, Nivedita [1 ]
Tuninetti, Daniela [1 ]
Basu, Ishita [3 ]
Slavin, Konstantin V. [4 ]
Metman, Leo Verhagen [5 ]
机构
[1] Univ Illinois, Dept Elect & Comp Engn, 851 South Morgan St, Chicago, IL 60607 USA
[2] Univ Illinois, Dept Neurol & Rehabil Med, Chicago, IL USA
[3] Massachusetts Gen Hosp, Dept Neurosurg, Boston, MA 02114 USA
[4] Univ Illinois, Dept Neurosurg, Chicago, IL USA
[5] Rush Univ, Dept Neurol Sci, Chicago, IL 60612 USA
来源
NEUROMODULATION | 2018年 / 21卷 / 06期
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Adaptive control; benefit evaluation; closed-loop deep brain stimulation; on-demand control; Parkinson's disease; ELECTROCHEMICAL FEEDBACK-SYSTEM; CLOSED-LOOP NEUROSTIMULATION; DISEASE; TREMOR; DBS;
D O I
10.1111/ner.12752
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: In closed-loop on-demand control (ODC) of deep brain stimulation (DBS), stimulation is applied only when symptoms appear. Following stimulation of a fixed duration, DBS is switched off until the symptoms reappear. By repeating these demand-driven cycles, the amount of stimulation delivered can be decreased, thereby reducing DBS side-effects and improving battery-life of the pulse-generator. This article introduces R-o metric for quantification of degree of benefit of ODC and explores candidate selection in tremor-dominant Parkinson's disease (PD). Method: The study was performed on nine PD patients previously implanted with Medtronic DBS systems. Accelerometer sensor was placed on the tremor-dominant hand to detect onset of tremor. Fixed duration of stimulation (DS) of 20-80 sec was applied. Once the tremor was observed, stimulation was switched on. These trials were repeated during resting, postural, and kinetic conditions. R-o metric was calculated as the ratio of stimulation-off tremor-free period to the DS. R-o calculated at different DS were compared for each patient. Results: We found that for each patient, R-o varied with DS and an optimal DS* gave a higher percentage of stimulation-off time. Average R-o at DS* varied from 0.554 to 4.24 for eight patients giving 35%-80% stimulation-off time. Conclusions: R-o values can be used for selection of optimal DS* in ODC. Three of nine patients were found to be tremor-free without stimulation for >50% of total time with even up to 80% in one patient. Patients with low R-o may not benefit from ODC in DBS, where the trade-off between having side-effects and using ODC system will need to be assessed.
引用
收藏
页码:611 / 616
页数:6
相关论文
共 19 条
[1]   Pathological tremor prediction using surface electromyogram and acceleration: potential use in 'ON-OFF' demand driven deep brain stimulator design [J].
Basu, Ishita ;
Graupe, Daniel ;
Tuninetti, Daniela ;
Shukla, Pitamber ;
Slavin, Konstantin V. ;
Metman, Leo Verhagen ;
Corcos, Daniel M. .
JOURNAL OF NEURAL ENGINEERING, 2013, 10 (03)
[2]  
BENABID AL, 1987, APPL NEUROPHYSIOL, V50, P344
[3]   Adaptive deep brain stimulation in Parkinson's disease [J].
Beudel, M. ;
Brown, P. .
PARKINSONISM & RELATED DISORDERS, 2016, 22 :S123-S126
[4]   Development of the Mayo Investigational Neuromodulation Control System: toward a closed-loop electrochemical feedback system for deep brain stimulation Laboratory investigation [J].
Chang, Su-Youne ;
Kimble, Christopher J. ;
Kim, Inyong ;
Paek, Seungleal B. ;
Kressin, Kenneth R. ;
Boesche, Joshua B. ;
Whitlock, Sidney V. ;
Eaker, Diane R. ;
Kasasbeh, Aimen ;
Horne, April E. ;
Blaha, Charles D. ;
Bennet, Kevin E. ;
Lee, Kendall H. .
JOURNAL OF NEUROSURGERY, 2013, 119 (06) :1556-1565
[5]  
Graupe D., 2016, Deep_Learning_Neural_Networks:_Design_and_Case_Studies
[6]   Closed-loop electrochemical feedback system for DBS [J].
Graupe, Daniel ;
Tuninetti, Daniela ;
Slavin, Konstantin V. ;
Basu, Ishita .
JOURNAL OF NEUROSURGERY, 2014, 121 (03) :762-763
[7]   Adaptively controlling deep brain stimulation in essential tremor patient via surface electromyography [J].
Graupe, Daniel ;
Basu, Ishita ;
Tuninetti, Daniela ;
Vannemreddy, Prasad ;
Slavin, Konstantin V. .
NEUROLOGICAL RESEARCH, 2010, 32 (09) :899-904
[8]   Creating the Feedback Loop Closed-Loop Neurostimulation [J].
Hebb, Adam O. ;
Zhang, Jun Jason ;
Mahoor, Mohammad H. ;
Tsiokos, Christos ;
Matlack, Charles ;
Chizeck, Howard Jay ;
Pouratian, Nader .
NEUROSURGERY CLINICS OF NORTH AMERICA, 2014, 25 (01) :187-+
[9]  
Herron J, 2015, 7 INT IEEE EMBS C NE
[10]  
Khobragade N, 2015, IEEE 37 ANN INT C EN