TY - JOUR
T1 - Electrode Location in a Microelectrode Recording-Based Model of the Subthalamic Nucleus Can Predict Motor Improvement After Deep Brain Stimulation for Parkinson's Disease
AU - Verhagen, Rens
AU - Bour, Lo J.
AU - Odekerken, Vincent J.J.
AU - van den Munckhof, Pepijn
AU - Schuurman, P. Richard
AU - de Bie, Rob M.A.
N1 - Funding Information:
Funding: This work was supported by a grant from TWIN, Applied Scientific Institute for Neuromodulation.
Funding Information:
Conflicts of Interest: The DBS team of the Amsterdam UMC received unrestricted research grants from Medtronic, and received financial compensation for teaching courses for the European Continue Medical Training program. R.V. has no disclosures. L.J.B. acted as independent advisor for Sapiens Steering Brain stimulation (now Medtronic Eindhoven Design Center). V.J.J.O. has no disclosures. P.v.d.M. has no disclosures. P.R.S. acted as independent advisor for Medtronic and Sapiens Steering Brain stimulation (now Medtronic Eindhoven Design Center). R.M.A.d.B. has no disclosures. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.
Publisher Copyright:
© 2019 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2019/3/1
Y1 - 2019/3/1
N2 - Motor improvement after deep brain stimulation (DBS) in the subthalamic nucleus (STN) may vary substantially between Parkinson’s disease (PD) patients. Research into the relation between improvement and active contact location requires a correction for anatomical variation. We studied the relation between active contact location relative to the neurophysiological STN, estimated by the intraoperative microelectrode recordings (MER-based STN), and contralateral motor improvement after one year. A generic STN shape was transformed to fit onto the stereotactically defined MER sites. The location of 43 electrodes (26 patients), derived from MRI-fused CT images, was expressed relative to this patient-specific MER-based STN. Using regression analyses, the relation between contact location and motor improvement was studied. The regression model that predicts motor improvement based on levodopa effect alone was significantly improved by adding the one-year active contact coordinates (R2 change = 0.176, p = 0.014). In the combined prediction model (adjusted R2 = 0.389, p < 0.001), the largest contribution was made by the mediolateral location of the active contact (standardized beta = 0.490, p = 0.002). With the MER-based STN as a reference, we were able to find a significant relation between active contact location and motor improvement. MER-based STN modeling can be used to complement imaging-based STN models in the application of DBS.
AB - Motor improvement after deep brain stimulation (DBS) in the subthalamic nucleus (STN) may vary substantially between Parkinson’s disease (PD) patients. Research into the relation between improvement and active contact location requires a correction for anatomical variation. We studied the relation between active contact location relative to the neurophysiological STN, estimated by the intraoperative microelectrode recordings (MER-based STN), and contralateral motor improvement after one year. A generic STN shape was transformed to fit onto the stereotactically defined MER sites. The location of 43 electrodes (26 patients), derived from MRI-fused CT images, was expressed relative to this patient-specific MER-based STN. Using regression analyses, the relation between contact location and motor improvement was studied. The regression model that predicts motor improvement based on levodopa effect alone was significantly improved by adding the one-year active contact coordinates (R2 change = 0.176, p = 0.014). In the combined prediction model (adjusted R2 = 0.389, p < 0.001), the largest contribution was made by the mediolateral location of the active contact (standardized beta = 0.490, p = 0.002). With the MER-based STN as a reference, we were able to find a significant relation between active contact location and motor improvement. MER-based STN modeling can be used to complement imaging-based STN models in the application of DBS.
KW - deep brain stimulation
KW - Parkinson's disease
KW - subthalamic nucleus
U2 - 10.3390/brainsci9030051
DO - 10.3390/brainsci9030051
M3 - Article
SN - 2076-3425
VL - 9
JO - Brain Sciences
JF - Brain Sciences
IS - 3
M1 - 51
ER -