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Research ArticleFunctional

Segmentation of the Globus Pallidus Internus Using Probabilistic Diffusion Tractography for Deep Brain Stimulation Targeting in Parkinson Disease

E.H. Middlebrooks, I.S. Tuna, S.S. Grewal, L. Almeida, M.G. Heckman, E.R. Lesser, K.D. Foote, M.S. Okun and V.M. Holanda
American Journal of Neuroradiology June 2018, 39 (6) 1127-1134; DOI: https://doi.org/10.3174/ajnr.A5641
E.H. Middlebrooks
aFrom the Departments of Radiology (E.H.M.)
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I.S. Tuna
dDepartments of Radiology (I.S.T.)
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S.S. Grewal
bNeurosurgery (S.S.G.)
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L. Almeida
eNeurology (L.A., M.S.O.)
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M.G. Heckman
cDivision of Biomedical Statistics and Informatics (M.G.H., E.R.L.), Mayo Clinic, Jacksonville, Florida
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E.R. Lesser
cDivision of Biomedical Statistics and Informatics (M.G.H., E.R.L.), Mayo Clinic, Jacksonville, Florida
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  • ORCID record for E.R. Lesser
K.D. Foote
fNeurosurgery (K.D.F.), University of Florida, Gainesville, Florida
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M.S. Okun
eNeurology (L.A., M.S.O.)
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V.M. Holanda
gCenter of Neurology and Neurosurgery Associates (V.M.H.), BP-A Beneficência Portuguesa de São Paulo, São Paulo, Brazil.
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    Fig 1.

    Statistical heat maps illustrating the group average location of each of the 10 GPi segments. Maps are thresholded at >10%. PPN indicates pedunculopontine nucleus.

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    Fig 2.

    Scatterplots showing the change in the UPDRS score relative to volumes of tissue activated in the primary motor segment (upper left), supplementary motor area/premotor cortex segment (upper right), globus pallidus externus segment (lower left), and substantia nigra segment (bottom right).

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    Fig 3.

    Left (A) and right (D) group average volumes for segments with maximal connectivity to the primary motor cortex (yellow) and supplementary motor area/premotor cortex (light blue). B, Left DBS leads and volumes of tissue activated (red) for the 3 patients with improvement in the UPDRS III of >10 (mean improvement in the score = 26.7) after DBS. A more ventral location and greater overlap with the primary motor cortex segment can be appreciated. C, Left DBS leads and volumes of tissue activated (red) in the 3 patients with the least improvement in the UPDRS III score (mean improvement in the score = 0.7) show a more dorsal location of the volume of tissue activated with less overlap with the primary motor cortex segment of the GPi. E, Right DBS leads and volumes of tissue activated. All patients had an improvement in the UPDRS III score of >10 (mean improvement in the score = 19).

Tables

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  • Patient and deep brain stimulation characteristics and outcomesa

    VariableSummary (N = 11)
    Patient characteristics
        Age at DBS (mean) (range) (yr)62 (49–73)
        Male sex (No.) (%)10 (90.9%)
        Disease duration (mean) (range) (yr)9 (6–16)
        Handedness (right) (No.) (%)10 (90.9%)
    Deep brain stimulation information
        Volume of tissue activated (mm3)
            Caudate
                No. (%) of patients with values of >00 (0.0%)
                Median (minimum, maximum)0.0 (0.0, 0.0)
            GPe
                No. (%) of patients with values of >011 (100.0%)
                Median (minimum, maximum)19.3 (0.8, 78.4)
            M1
                No. (%) of patients with values of >08 (72.7%)
                Median (minimum, maximum)3.6 (0.0, 42.9)
            PPN
                No. (%) of patients with values of >01 (9.1%)
                Median (minimum, maximum)0.0 (0.0, 7.9)
            PFC
                No. (%) of patients with values of >02 (18.2%)
                Median (minimum, maximum)0.0 (0.0, 5.5)
            Putamen
                No. (%) of patients with values of >02 (18.2%)
                Median (minimum, maximum)0.0 (0.0, 38.8)
            SMA/PMC
                No. (%) of patients with values of >06 (54.6%)
                Median (minimum, maximum)4.8 (0.0, 46.5)
            STN
                No. (%) of patients with values of >00 (0.0%)
                Median (minimum, maximum)0.0 (0.0, 0.0)
            SN
                No. (%) of patients with values of >08 (72.7%)
                Median (minimum, maximum)5.8 (0.0, 36.3)
            Thalamus
                No. (%) of patients with values of >01 (9.1%)
                Median (minimum, maximum)0.0 (0.0, 0.5)
    Outcomes
        Preoperative UPDRS III score (range)42 (27–55)
        6-Month follow-up UPDRS III score (range)21 (13–40)
        Change in UPDRS III score (preoperative minus 6-month follow-up) (range)15 (−12–31)
    • Note:—PFC indicates prefrontal cortex; PPN, pedunculopontine nucleus.

    • ↵a The sample median (minimum, maximum) is given for continuous variables.

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American Journal of Neuroradiology: 39 (6)
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E.H. Middlebrooks, I.S. Tuna, S.S. Grewal, L. Almeida, M.G. Heckman, E.R. Lesser, K.D. Foote, M.S. Okun, V.M. Holanda
Segmentation of the Globus Pallidus Internus Using Probabilistic Diffusion Tractography for Deep Brain Stimulation Targeting in Parkinson Disease
American Journal of Neuroradiology Jun 2018, 39 (6) 1127-1134; DOI: 10.3174/ajnr.A5641

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Segmentation of the Globus Pallidus Internus Using Probabilistic Diffusion Tractography for Deep Brain Stimulation Targeting in Parkinson Disease
E.H. Middlebrooks, I.S. Tuna, S.S. Grewal, L. Almeida, M.G. Heckman, E.R. Lesser, K.D. Foote, M.S. Okun, V.M. Holanda
American Journal of Neuroradiology Jun 2018, 39 (6) 1127-1134; DOI: 10.3174/ajnr.A5641
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