Localization of motor and verbal fluency effects in subthalamic DBS for Parkinson's disease
Introduction
Subthalamic nucleus deep brain stimulation (STN DBS) is an effective surgical treatment for the motor symptoms of Parkinson's disease (PD) [1]. STN DBS reduces United Parkinson's Disease Rating Scale motor scores (UPDRS Part III) by 58%, with cardinal motor improvements of 57% for bradykinesia, 52% for rigidity, and 82% for tremor [2]. However, while STN DBS improves overall and component motor symptoms in PD patients, the therapy often impairs verbal fluency (VF) [[3], [4], [5]]. One explanation for these contrasting effects may be that STN DBS stimulates neighboring motor and VF neural circuits. While some prior investigations report that stimulation location impacts VF [[6], [7], [8]], other studies find no spatial relationship [9,10].
The objective of this study is to localize the sites of stimulation that maximally impact overall and cardinal motor improvements and VF decline in STN DBS for PD. Among the cardinal motor symptoms of PD, tremor improves more dramatically than bradykinesia or rigidity. For this reason, we hypothesize that the optimal stimulation site for tremor reduction will be distinct from the sites for bradykinesia and rigidity. In addition, since acute on/off-stimulation adjustment does not affect VF [11], as occurs with motor symptoms, we hypothesize that a separate site or mechanism is responsible for VF decline. Should these motor and VF sites be distinguishable, targeting and directional stimulation techniques may be considered to achieve differential clinical effects among motor and non-motor symptoms of PD.
Precise identification of optimal sites of DBS stimulation can be extremely challenging, due to anatomical variation among individual patients [12]. Traditional atlas-based localization in Talairach space relative to the mid-commissural point has greater variance than localization relative to nearby anatomic structures, such as the red nucleus [13]. To minimize variance, we measured STN DBS contact locations in an atlas-independent fashion, relative to the anatomic midpoint of each individual STN [14]. In addition, we incorporated two neurophysiological features into our model: (1) the magnitude of improvement achieved by stimulation at a given location, and (2) the amplitude of stimulation required to achieve a clinical effect. The resulting algorithm is atlas-independent and explicitly includes electrical-field modeling and clinical outcomes to calculate each site of maximal DBS effect [14].
Section snippets
Patient population
This study included 60 patients with advanced idiopathic PD who underwent STN DBS at our institution. Written informed consent was obtained from all patients, in accordance with the policies of the Medical Institutional Review Board of the University of Michigan. Our detailed selection criteria for DBS have been previously reported [15].
DBS procedure
The DBS Procedure was performed in two stages: lead insertion (Stage I) and pulse generator placement (Stage II). As part of our DBS evaluation pathway, all
Motor symptoms data
Patient cohort motor symptom characteristics are reported in Table 1. Of the patients completing the baseline and follow-up MDS-UPDRS part III evaluation, 60 (45 M/15 F) had undergone STN DBS (57 bilateral/3 unilateral) yielding a total of 117 leads. All subjects were right-handed. The average amplitude, pulse width, and frequency stimulator settings were 2.8 ± 0.65 V (range: 1.4–4.8), 62 ± 7.1 μs (range: 60–90), and 140 ± 23 Hz (range: 125–185). The average patient age was 65 ± 7.4 years, and
Discussion
This study identifies individual sites of STN DBS that maximally improve overall MDS-UPDRS part III, bradykinesia, tremor, and rigidity scores as well as sites that maximally worsen VF. The study utilizes an atlas-independent, fully individualized, field-modeling approach [14]. The method avoids transformation of individualized patient coordinates into atlas coordinates—the “average” of many brains [19]. Instead, spatial coordinates are referenced to MR-visualized STN midpoints [13]. In
Conclusions
Using a validated, atlas-independent, fully individualized, field-modeling approach, we identified STN DBS sites corresponding to improvements in overall motor improvement, bradykinesia, rigidity, and tremor and the declines in semantic and phonemic VF for PD patients. We find that motor sites (overall, bradykinesia, rigidity, tremor) are statistically distinct from the site responsible for declines in VF. However, all loci are activated simultaneously due to the current size of DBS electrodes
Funding
The study was funded by a grant from the Taubman Medical Research Institute.
Authors’ roles
1. Research project: A. conception (JMM, PGP), B. organization (all authors), C. execution (all authors); 2. statistical analysis: A. design (JMM, AM, CCP, PGP), B. execution (JMM, AM, PGP), C. review and critique (all authors); 3. manuscript preparation: A. writing of the first draft (JMM, AM, PGP), B. review and critique (all authors).
Financial disclosure
The authors have no personal financial or institutional interest in any of the drugs, materials, or devices described in this article.
Financial disclosures of all authors (for the preceding 12 months)
James Mossner received research support from a TL1 training grant from the National Institutes of Health (TL1TR002242). Dr. Patil received grants from the NIH (5R01GM111293-03, 5R01GM098578-08, 1U24NS107158-01, 1R01NS105132-01A1) and Taubman Medical Research Institute. Dr. Chou received research support from the NIH (NS091856-01, NS10061102, NS107158), participated as a site-PI or co-PI in clinical trials sponsored by the Parkinson's Study Group (STEADY-PD III, SURE-PD3, NILO-PD, NoMoFA,
References (30)
- et al.
Deep brain stimulation of the subthalamic nucleus for the treatment of Parkinson's disease
Lancet Neurol.
(2009) - et al.
Cognitive sequelae of subthalamic nucleus deep brain stimulation in Parkinson's disease: a meta-analysis
Lancet Neurol.
(2006) - et al.
Neuropsychological and psychiatric changes after deep brain stimulation for Parkinson's disease: a randomised, multicentre study
Lancet Neurol.
(2008) - et al.
Worsening of verbal fluency after deep brain stimulation in Parkinson's disease: a focused review
Comput. Struct. Biotechnol. J.
(2017) - et al.
Relationship between neuropsychological outcome and DBS surgical trajectory and electrode location
J. Neurol. Sci.
(2009) - et al.
Patient-specific analysis of the relationship between the volume of tissue activated during DBS and verbal fluency
Neuroimage
(2011) - et al.
Phonemic verbal fluency decline after subthalamic nucleus deep brain stimulation does not depend on number of microelectrode recordings or lead tip placement
Park. Relat. Disord.
(2014) - et al.
Dissociable effects of subthalamic nucleus deep brain stimulation surgery and acute stimulation on verbal fluency in Parkinson's disease
Behav. Brain Res.
(2020) - et al.
The MDS-UPDRS tracks motor and non-motor improvement due to subthalamic nucleus deep brain stimulation in Parkinson disease
Park. Relat. Disord.
(2013) - et al.
Anatomical mapping of functional activation in stereotactic coordinate space
Neuroimage
(1992)