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Research ArticleResearch Article: New Research, Disorders of the Nervous System

Affection of Motor Network Regions by Tau Pathology Across the Alzheimer's Disease Spectrum

Gérard N. Bischof, Elena Jaeger, Kathrin Giehl, Merle C. Hönig, for the Alzheimer’s Disease Neuroimaging Initiative, Peter H. Weiss and Alexander Drzezga
eNeuro 8 December 2023, 11 (1) ENEURO.0242-23.2023; https://doi.org/10.1523/ENEURO.0242-23.2023
Gérard N. Bischof
1Department of Nuclear Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, 50937 Cologne, Germany
2Molecular Organization of the Brain, Institute for Neuroscience and Medicine II, Research Center Juelich, 52428 Juelich, Germany
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  • ORCID record for Gérard N. Bischof
Elena Jaeger
1Department of Nuclear Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, 50937 Cologne, Germany
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Kathrin Giehl
1Department of Nuclear Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, 50937 Cologne, Germany
2Molecular Organization of the Brain, Institute for Neuroscience and Medicine II, Research Center Juelich, 52428 Juelich, Germany
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Merle C. Hönig
1Department of Nuclear Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, 50937 Cologne, Germany
2Molecular Organization of the Brain, Institute for Neuroscience and Medicine II, Research Center Juelich, 52428 Juelich, Germany
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Peter H. Weiss
3Cognitive Neuroscience, Institute for Neuroscience and Medicine III, Research Center Juelich, 52428 Juelich,Germany
4Department of Neurology, Faculty of Medicine and University Hospital of Cologne, Universityof Cologne, 50937 Cologne, Germany
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Alexander Drzezga
1Department of Nuclear Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, 50937 Cologne, Germany
2Molecular Organization of the Brain, Institute for Neuroscience and Medicine II, Research Center Juelich, 52428 Juelich, Germany
5German Center for Neurodegenerative Diseases Bonn/Cologne, 53127 Bonn, Germany
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Article Figures & Data

Figures

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  • Figure 1.
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    Figure 1.

    Set of probabilistic regions-of interest (ROIs) used. Cytoarchitectonically regions inferred from the SPM Anatomy toolbox are overlayed on a structural template image in MNI-space using CAT toolbox. L, left hemisphere, R, right hemisphere, ROIs, regions of interest. Colors indicate different label number within the probabilistic motor ROIs, which are exemplary color coded on the right hemisphere.

  • Figure 2.
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    Figure 2.

    Association of tau pathology in higher-order motor regions with disease category. The mean tau SUVRs for the nine regions are shown collapsed over both hemispheres. The graphs illustrate the significant region × group interaction, since a significant group effect for the mean tau SUVRs was observed in four regions (SMA, supplementary motor area; AG, angular gyrus; SPL, superior parietal lobe; and DPMC, dorsal premotor cortex), while the tau SUVRs did not differ significantly between the three groups in the other five regions (primary motor, area MT/V5, supramarginal gyrus, primary sensory, and primary visual). HC, healthy controls; MCI, mild cognitive impairment; DAD, dementia of the Alzheimer's disease type. * Indicates p < 0.05 for the planned post hoc comparisons employing t tests.

  • Figure 3.
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    Figure 3.

    Correlation between tau pathology in higher-order motor regions and cognitive dysfunction. Displayed are correlation coefficients from the partial correlation analysis, examining tau pathology in motor regions and performance on the Alzheimer's Disease Assessment Scale-Cognitive Subscale (ADAS-Cog-13) for all participants (n = 135). SMA, supplementary motor area.

Tables

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    Table 1.

    Cytoarchitectonically mapped regions of the motor network and the corresponding Broadman area in the Julich Brain Atlas

    Anatomical networks/regionsRegionDefinition Julich Brain areas
    Primary regions
    Primary motor4a, 4p
    Primary sensory (S1)1, 2, 3a, 3b
    Primary visualHOc1
    Dorso-dorsal network
    Dorsal premotor cortex6d1, 6d2, 6d3
    Superior parietal lobe5ci, 5l, 5m 7a, 7m, 7p, 7pc
    Common network
    Angular gyrusPGa, PGp
    Lateral occipital cortex/extra-striate body areaV5
    Supramarginal gyrusSMGPFcm, PFm, PFop, PFt
    Supplementary motor areaSMA6mc, 6mr
    • Additionally regions were categorized based on the spatial placement in the motor networks.

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    Table 2.

    Demographic data on included cohort

    HC (N = 26)MCI+ (N = 84)DAD+ (N = 25)
    Age73.53 (8.1)68.61 (5.4)68.68 (6.3)
    Sex (% male)535668
    MMSE28.7 (1.5)27.7 (2.0)22.6 (2.7)
    APOE (% carrier)23%23%28%
    • Data are presented as mean (SD) for continuous variables and percentage for categorical variables. DAD, dementia of the Alzheimer's disease type; APOE4, apolipoprotein E4; HC, healthy controls; MCI, mild cognitive impairment; MMSE, mini mental state examination. “+” Indicates that individuals were amyloid positives.

    • View popup
    Table 3.

    Overall results of the repeated measurement ANOVA, including the factors of group, age, region, and hemisphere and their respective interactions

    Repeated measurement ANOVA
    dfFηp2p
    Between-subject effects
     Age10.3350.0030.564
     Group23.550.0510.032
    Within-subject effects
     Hemisphere11.340.0100.249
     Hemisphere × age11.070.0080.301
     Hemisphere × group20.1620.0020.850
     Region10.2720.0020.603
     Region × age10.1350.0010.714
     Region × group23.840.0550.024
     Hemisphere ×region10.9490.0070.332
     Hemisphere × region × age10.9500.0070.332
     Hemisphere × region × group10.1270.0020.880
    • df, degrees of freedom. Bold font indicates significant effects.

    • View popup
    Table 4.

    Summary of the one-way ANOVA evaluating the group × region interaction with the significant main effect of group displayed

    Between-group differencesdfFηp2p
    Primary motor22.110.0310.125
    Area MT, V522.640.0390.075
    SMA24.680.0660.011
    Angular gyrus23.690.0530.027
    SMG22.540.0370.083
    SPL23.710.0530.027
    DPMC23.730.0530.027
    Primary sensory21.170.0170.331
    Primary visual21.570.0230.211
    • The order of regions in this table follows the display order in Figure 2. SMA, supplementary motor area; SMG, supramarginal gyrus; SPL, superior parietal lobe; DPMC, dorsal premotor cortex; df, degrees of freedom. Regions in bold font show significant effects.

    • View popup
    Table 5.

    Results of the planned post hoc comparison in regions with a significant group effect (see Table 4)

    RegionDAD versusHC/MCIMean difference (SE)SignificanceConfidence level
    Lower boundUpper bound
    SMA
     SMADADHC0.204 (0.067)0.0310.0690.338
     SMADADMCI0.128 (0.055)0.0210.0190.237
    Angular gyrus
     AGDADHC0.340 (0.139)0.0150.0640.617
     AGDADMCI0.280 (0.113)0.0160.0550.505
    SPL
     SPLDADHC0.185 (0.078)0.0210.0280.340
     SPLDADMCI0.164 (0.064)0.0120.0370.290
    DPMC
     DPMCDADHC0.224 (0.085)0.0100.0550.393
     DPMCDADMCI0.155 (0.069)0.0270.0170.290
    • HC, healthy controls; MCI, mild cognitive impairment; DAD, dementia of the Alzheimer's disease type; SE, standard error; SMA, supplementary motor area; SMG, supramarginal gyrus; SPL, superior parietal lobe; DPMC, dorsal premotor cortex. Bold numbers denote significant effects (p < .05).

    • View popup
    Table 6.

    Partial correlation on relationship between ADAS-Cog-13 and motor regions showing a significant main effect of group on tau SUVR

    Partial correlation coefficients (age, group)SMAAngular gyrusSPLDPMC
    ADAS-Cog-13Correlation0.2510.2480.2320.208
    Significance0.0040.0040.0070.017
    df130130130130
    95% confidence intervalLower0.0670.0700.0350.044
    Upper0.4100.4270.4180.397
    • SMA, supplementary motor area; SPL, superior parietal lobe; DPMC, dorsal premotor cortex; df, degrees of freedom, 95% confidence interval based on bootstrapping (1,000 repetitions) implemented in SPSS v27. Bold numbers denote significant effects (p < .05)

Extended Data

  • Figures
  • Tables
  • Figure S1

    Association of tau pathology in higher-order motor regions with disease category in a box-plot diagram. Blue: Motor Regions; Green: Control Regions. The mean tau SUVRs for the nine regions are shown collapsed over both hemispheres. The graphs illustrate the significant Region × Group interaction, since a significant group effect for the mean tau SUVRs was observed in four regions (SMA; Supplementary Motor Area, AG; Angular Gyrus, SPL; Superior Parietal Lobe, and DPMC; Dorsal Premotor Cortex), while the tau SUVRs did not differ significantly between the three groups in the other five regions (Primary Motor, Area MT/V5, Supramarginal Gyrus, Primary Sensory, and Primary Visual). HC = Healthy Controls, MCI = Mild Cognitive Impairment, DAD = dementia of the Alzheimer's disease type. * indicates p < 0.05 for the planned post-hoc comparisons employing t-tests. Download Figure 1-1, DOCX file.

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Affection of Motor Network Regions by Tau Pathology Across the Alzheimer's Disease Spectrum
Gérard N. Bischof, Elena Jaeger, Kathrin Giehl, Merle C. Hönig, for the Alzheimer’s Disease Neuroimaging Initiative, Peter H. Weiss, Alexander Drzezga
eNeuro 8 December 2023, 11 (1) ENEURO.0242-23.2023; DOI: 10.1523/ENEURO.0242-23.2023

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Affection of Motor Network Regions by Tau Pathology Across the Alzheimer's Disease Spectrum
Gérard N. Bischof, Elena Jaeger, Kathrin Giehl, Merle C. Hönig, for the Alzheimer’s Disease Neuroimaging Initiative, Peter H. Weiss, Alexander Drzezga
eNeuro 8 December 2023, 11 (1) ENEURO.0242-23.2023; DOI: 10.1523/ENEURO.0242-23.2023
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Keywords

  • Alzheimer's disease
  • mild cognitive impairment
  • regional tau burden
  • motor regions
  • positron emission tomography

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