19 results on '"Hugo Botha"'
Search Results
2. Direct comparison between 18F-Flortaucipir tau PET and quantitative susceptibility mapping in progressive supranuclear palsy
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Ryota Satoh, Farwa Ali, Hugo Botha, Val J. Lowe, Keith A. Josephs, and Jennifer L. Whitwell
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Flortaucipir ,Tau PET ,Iron ,Quantitative susceptibility mapping ,PSP ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Purpose: The pattern of flortaucipir tau PET uptake is topographically similar to the pattern of magnetic susceptibility in progressive supranuclear palsy (PSP); both with increased signal in subcortical structures such as the basal ganglia and midbrain, suggesting that they may be closely related. However, their relationship remains unknown since no studies have directly compared these two modalities in the same PSP cohort. We hypothesized that some flortaucipir uptake in PSP is associated with magnetic susceptibility, and hence iron deposition. The aim of this study was to evaluate the regional relationship between flortaucipir uptake and magnetic susceptibility and to examine the effects of susceptibility on flortaucipir uptake in PSP. Methods: Fifty PSP patients and 67 cognitively normal controls were prospectively recruited and underwent three Tesla MRI and flortaucipir tau PET scans. Quantitative susceptibility maps were reconstructed from multi-echo gradient-echo MRI images. Region of interest (ROI) analysis was performed to obtain flortaucipir and susceptibility values in the subcortical regions. Relationships between flortaucipir and susceptibility signals were evaluated using partial correlation analysis in the subcortical ROIs and voxel-based analysis in the whole brain. The effects of susceptibility on flortaucipir uptake were examined by using the framework of mediation analysis. Results: Both flortaucipir and susceptibility were greater in PSP compared to controls in the putamen, pallidum, subthalamic nucleus, red nucleus, and cerebellar dentate (p
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- 2024
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3. Assessing network degeneration and phenotypic heterogeneity in genetic frontotemporal lobar degeneration by decoding FDG-PET
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Nick Corriveau-Lecavalier, Leland R. Barnard, Scott A. Przybelski, Venkatsampath Gogineni, Hugo Botha, Jonathan Graff-Radford, Vijay K. Ramanan, Leah K. Forsberg, Julie A. Fields, Mary M. Machulda, Rosa Rademakers, Ralitza H. Gavrilova, Maria I. Lapid, Bradley F. Boeve, David S. Knopman, Val J. Lowe, Ronald C. Petersen, Clifford R. Jack, Kejal Kantarci, and David T. Jones
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Clinical neurology ,Frontotemporal dementia ,Frontotemporal lobar degeneration ,FDG-PET ,Machine learning ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Genetic mutations causative of frontotemporal lobar degeneration (FTLD) are highly predictive of a specific proteinopathy, but there exists substantial inter-individual variability in their patterns of network degeneration and clinical manifestations. We collected clinical and 18Fluorodeoxyglucose-positron emission tomography (FDG-PET) data from 39 patients with genetic FTLD, including 11 carrying the C9orf72 hexanucleotide expansion, 16 carrying a MAPT mutation and 12 carrying a GRN mutation. We performed a spectral covariance decomposition analysis between FDG-PET images to yield unbiased latent patterns reflective of whole brain patterns of metabolism (“eigenbrains” or EBs). We then conducted linear discriminant analyses (LDAs) to perform EB-based predictions of genetic mutation and predominant clinical phenotype (i.e., behavior/personality, language, asymptomatic). Five EBs were significant and explained 58.52 % of the covariance between FDG-PET images. EBs indicative of hypometabolism in left frontotemporal and temporo-parietal areas distinguished GRN mutation carriers from other genetic mutations and were associated with predominant language phenotypes. EBs indicative of hypometabolism in prefrontal and temporopolar areas with a right hemispheric predominance were mostly associated with predominant behavioral phenotypes and distinguished MAPT mutation carriers from other genetic mutations. The LDAs yielded accuracies of 79.5 % and 76.9 % in predicting genetic status and predominant clinical phenotype, respectively. A small number of EBs explained a high proportion of covariance in patterns of network degeneration across FTLD-related genetic mutations. These EBs contained biological information relevant to the variability in the pathophysiological and clinical aspects of genetic FTLD, and for offering valuable guidance in complex clinical decision-making, such as decisions related to genetic testing.
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- 2024
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4. Speech-language within and between network disruptions in primary progressive aphasia variants
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Neha Singh-Reilly, Hugo Botha, Joseph R. Duffy, Heather M. Clark, Rene L. Utianski, Mary M. Machulda, Jonathan Graff-Radford, Christopher G. Schwarz, Ronald C. Petersen, Val J. Lowe, Clifford R. Jack, Jr, Keith A. Josephs, and Jennifer L. Whitwell
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Resting state fMRI ,Functional connectivity ,Logopenic ,Non-fluent ,Semantic ,PPA ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Primary progressive aphasia (PPA) variants present with distinct disruptions in speech-language functions with little known about the interplay between affected and spared regions within the speech-language network and their interaction with other functional networks.The Neurodegenerative Research Group, Mayo Clinic, recruited 123 patients with PPA (55 logopenic (lvPPA), 44 non-fluent (nfvPPA) and 24 semantic (svPPA)) who were matched to 60 healthy controls. We investigated functional connectivity disruptions between regions within the left-speech-language network (Broca, Wernicke, anterior middle temporal gyrus (aMTG), supplementary motor area (SMA), planum temporale (PT) and parietal operculum (PO)), and disruptions to other networks (visual association, dorsal-attention, frontoparietal and default mode networks (DMN)).Within the speech-language network, multivariate linear regression models showed reduced aMTG-Broca connectivity in all variants, with lvPPA and nfvPPA findings remaining significant after Bonferroni correction. Additional loss in Wernicke-Broca connectivity in nfvPPA, Wernicke-PT connectivity in lvPPA and greater aMTG-PT connectivity in svPPA were also noted. Between-network connectivity findings in all variants showed reduced aMTG-DMN and increased aMTG-dorsal-attention connectivity, with additional disruptions between aMTG-visual association in both lvPPA and svPPA, aMTG-frontoparietal in lvPPA, and Wernicke-DMN breakdown in svPPA.These findings suggest that aMTG connectivity breakdown is a shared feature in all PPA variants, with lvPPA showing more extensive connectivity disruptions with other networks.
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- 2024
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5. Spatial patterns of elevated magnetic susceptibility in progressive apraxia of speech
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Ryota Satoh, Arvin Arani, Matthew L. Senjem, Joseph R. Duffy, Heather M. Clark, Rene L. Utianski, Hugo Botha, Mary M. Machulda, Clifford R. Jack, Jr, Jennifer L. Whitwell, and Keith A. Josephs
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Apraxia of speech ,Progressive apraxia of speech ,Magnetic resonance imaging ,Quantitative susceptibility mapping ,Iron ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Purpose: Progressive apraxia of speech (PAOS) is a neurodegenerative disorder affecting the planning or programming of speech. Little is known about its magnetic susceptibility profiles indicative of biological processes such as iron deposition and demyelination. This study aims to clarify (1) the pattern of susceptibility in PAOS patients, (2) the susceptibility differences between the phonetic (characterized by predominance of distorted sound substitutions and additions) and prosodic (characterized by predominance of slow speech rate and segmentation) subtypes of PAOS, and (3) the relationships between susceptibility and symptom severity. Methods: Twenty patients with PAOS (nine phonetic and eleven prosodic subtypes) were prospectively recruited and underwent a 3 Tesla MRI scan. They also underwent detailed speech, language, and neurological evaluations. Quantitative susceptibility maps (QSM) were reconstructed from multi-echo gradient echo MRI images. Region of interest analysis was conducted to estimate susceptibility coefficients in several subcortical and frontal regions. We compared susceptibility values between PAOS and an age-matched control group and performed a correlation analysis between susceptibilities and an apraxia of speech rating scale (ASRS) phonetic and prosodic feature ratings. Results: The magnetic susceptibility of PAOS was statistically greater than that of controls in subcortical regions (left putamen, left red nucleus, and right dentate nucleus) (p
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- 2023
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6. Longitudinal changes in dopamine transporter uptake scans in progressive apraxia of speech
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Rene L. Utianski, Nha Trang Thu Pham, Hugo Botha, Farwa Ali, Joseph R. Duffy, Heather M. Clark, Val J. Lowe, Jennifer L. Whitwell, and Keith A. Josephs
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Progressive apraxia of speech ,Parkinsonism ,Longitudinal ,Dopamine transporter ,SPECT ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Purpose: To describe qualitative and quantitative longitudinal changes in dopamine transporter uptake (DaT) scan findings in progressive apraxia of speech (PAOS) patients. Methods: DaTQUANT software was used to quantify uptake in the left and right caudate and putamen in DaT scans of 39 patients with PAOS, 19 with repeat scans. Clinical radiologic impressions were used as the gold standard for evaluating whether quantitative measures (z-score of left and right putamen and caudate uptake) aligned with gestalt impressions of DaT abnormalities and clinical impairments, cross-sectionally. Measures at first and last available DaT were used to evaluate change over time and the influence of qualitative abnormality at first visit on change over time. Results: Cross-sectionally, 16/39 patients had abnormal DaT scans on visual read, with differences in all quantitative DaT measures between those with (ab)normal scans, but without differences in any clinical measures (apraxia of speech, aphasia, or parkinsonism). Three patients that had normal DaT scans at baseline were read as abnormal at subsequent visits, with coinciding change in quantitative measures. At the group level, across the 19 patients with repeat imaging, no statistical change in left or right caudate or putamen scores was observed despite progression of clinical indices. Abnormality at first visit did not statistically influence the rate of change over time, although trends were observed. Conclusions: Approximately 40–50% of patients with PAOS have or will develop DaT scans that may be visually read as abnormal. Quantitative measures of DaT match visual reads cross-sectionally, but may not map to clinical progression, including of parkinsonism, observed in these patients.
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- 2023
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7. Tractography of supplementary motor area projections in progressive speech apraxia and aphasia
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Adrian Valls Carbo, Robert I. Reid, Nirubol Tosakulwong, Stephen D. Weigand, Joseph R. Duffy, Heather M. Clark, Rene L. Utianski, Hugo Botha, Mary M. Machulda, Edythe A. Strand, Christopher G. Schwarz, Clifford R. Jack, Keith A. Josephs, and Jennifer L. Whitwell
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DTI ,Tractography ,Apraxia of speech ,Agrammatism ,Primary progressive aphasia ,Frontal aslant tract ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Progressive apraxia of speech (AOS) is a motor speech disorder affecting the ability to produce phonetically or prosodically normal speech. Progressive AOS can present in isolation or co-occur with agrammatic aphasia and is associated with degeneration of the supplementary motor area. We aimed to assess breakdowns in structural connectivity from the supplementary motor area in patients with any combination of progressive AOS and/or agrammatic aphasia to determine which supplementary motor area tracts are specifically related to these clinical symptoms. Eighty-four patients with progressive AOS or progressive agrammatic aphasia were recruited by the Neurodegenerative Research Group and underwent neurological, speech/language, and neuropsychological testing, as well as 3 T diffusion magnetic resonance imaging. Of the 84 patients, 36 had apraxia of speech in isolation (primary progressive apraxia of speech, PPAOS), 40 had apraxia of speech and agrammatic aphasia (AOS-PAA), and eight had agrammatic aphasia in isolation (progressive agrammatic aphasia, PAA). Tractography was performed to identify 5 distinct tracts connecting to the supplementary motor area. Fractional anisotropy and mean diffusivity were assessed at 10 positions along the length of the tracts to construct tract profiles, and median profiles were calculated for each tract. In a case-control comparison, decreased fractional anisotropy and increased mean diffusivity were observed along the supplementary motor area commissural fibers in all three groups compared to controls. PPAOS also had abnormal diffusion in tracts from the supplementary motor area to the putamen, prefrontal cortex, Broca’s area (frontal aslant tract) and motor cortex, with greatest abnormalities observed closest to the supplementary motor area. The AOS-PAA group showed abnormalities in the same set of tracts, but with greater involvement of the supplementary motor area to prefrontal tract compared to PPAOS. PAA showed abnormalities in the left prefrontal and frontal aslant tracts compared to both other groups, with PAA showing greatest abnormalities furthest from the supplementary motor area. Severity of AOS correlated with tract metrics in the supplementary motor area commissural and motor cortex tracts. Severity of aphasia correlated with the frontal aslant and prefrontal tracts. These findings provide insight into how AOS and agrammatism are differentially related to disrupted diffusivity, with progressive AOS associated with abnormalities close to the supplementary motor area, and the frontal aslant and prefrontal tracts being particularly associated with agrammatic aphasia.
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- 2022
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8. Diffusion tractography of superior cerebellar peduncle and dentatorubrothalamic tracts in two autopsy confirmed progressive supranuclear palsy variants: Richardson syndrome and the speech-language variant
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Rodolfo G. Gatto, Peter R. Martin, Farwa Ali, Heather M. Clark, Joseph R. Duffy, Rene L. Utianski, Hugo Botha, Mary M. Machulda, Dennis W. Dickson, Keith A. Josephs, and Jennifer L. Whitwell
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Progressive supranuclear palsy ,MRI ,Diffusion tensor imaging ,Tractography ,Superior cerebellar peduncle ,Dentato-rubro-thalamic tract ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Progressive supranuclear palsy (PSP) is a 4-repeat tauopathy with neurodegeneration typically observed in the superior cerebellar peduncle (SCP) and dentatorubrothalamic tracts (DRTT). However, it is unclear how these tracts are differentially affected in different clinical variants of PSP. Objectives: To determine whether diffusion tractography of the SCP and DRTT can differentiate autopsy-confirmed PSP with Richardson’s syndrome (PSP-RS) and PSP with predominant speech/language disorder (PSP-SL). Methods: We studied 22 autopsy-confirmed PSP patients that included 12 with PSP-RS and 10 with PSP-SL. We compared these two groups to 11 patients with autopsy-confirmed Alzheimer’s disease with SL problems, i.e., logopenic progressive aphasia (AD-LPA) (disease controls) and 10 healthy controls. Whole brain tractography was performed to identify the SCP and DRTT, as well as the frontal aslant tract and superior longitudinal fasciculus. We assessed fractional anisotropy and mean diffusivity for each tract. Hierarchical linear modeling was used for statistical comparisons, and correlations were assessed with clinical disease severity, ocular motor impairment, and parkinsonism. DRTT connectomics matrix analysis was also performed across groups. Results: The SCP showed decreased fractional anisotropy for PSP-RS and PSP-SL and increased mean diffusivity in PSP-RS, compared to controls and AD-LPA. Right DRTT fibers showed lower fractional anisotropy in PSP-RS and PSP-SL compared to controls and AD-LPA, with PSP-RS also showing lower values compared to PSP-SL. Reductions in connectivity were observed in infratentorial DRTT regions in PSP-RS vs cortical regions in PSP-SL. PSP-SL showed greater abnormalities in the frontal aslant tract and superior longitudinal fasciculus compared to controls, PSP-RS, and AD-LPA. Significant correlations were observed between ocular motor impairment and SCP in PSP-RS (p = 0.042), and DRTT in PSP-SL (p = 0.022). In PSP-SL, the PSP Rating Scale correlated with the SCP (p = 0.045) and DRTT (p = 0.008), and the Unified Parkinson’s Disease Rating Scale correlated with the DRTT (p = 0.014). Conclusions: Degeneration of the SCP and DRTT are diagnostic features of both PSP-RS and PSP-SL and associations with clinical metrics validate the role of these tracts in PSP-related clinical features, particularly in PSP-SL.
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- 2022
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9. Relationships between β-amyloid and tau in an elderly population: An accelerated failure time modelww
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Terry M. Therneau, Ph.D., David S. Knopman, M.D., Val J. Lowe, M.D., Hugo Botha, M.B., Ch.B., Jonathan Graff-Radford, M.D., David T. Jones, M.D., Prashanthi Vemuri, Ph.D., Michelle M. Mielke, Ph.D., Christopher G. Schwarz, Ph.D., Matthew L. Senjem, M.S., Jeffrey L. Gunter, Ph.D., Ronald C. Petersen, M.D., Ph.D., and Clifford R. Jack, Jr, M.D.
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Alzheimer's disease ,Modeling ,Progression ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Using positron emission tomography (PET)-derived amyloid and tau measurements from 1,495 participants, we explore the evolution of these values over time via an accelerated failure time (AFT) model. The AFT model assumes a shared pattern of progression, but one which is shifted earlier or later in time for each individual; an individual's time shift for amyloid and for tau are assumed to be linked. The resulting pattern for each outcome consists of an earlier indolent phase followed by sharp progression of the accumulation rate. APOE ε4 shifts the amyloid curve leftward (earlier) by 6.1 years, and the tau curve leftward by 2.6 years. Female sex shifts the amyloid curve leftward by 2.4 years and the tau curve leftward by 2.6 years. Per-person shifts (i.e., the individual's deviation from the population mean) for the onset of amyloid accumulation ranged from 13 years earlier to 13 years later (10th to 90th percentile) than average and 11 years earlier to 14 years later for tau, with an estimated correlation of 0.49. The average delay between amyloid increase and tau increase was 13.3 years.
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- 2021
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10. Selecting software pipelines for change in flortaucipir SUVR: Balancing repeatability and group separation
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Christopher G. Schwarz, Terry M. Therneau, Stephen D. Weigand, Jeffrey L. Gunter, Val J. Lowe, Scott A. Przybelski, Matthew L. Senjem, Hugo Botha, Prashanthi Vemuri, Kejal Kantarci, Bradley F. Boeve, Jennifer L. Whitwell, Keith A. Josephs, Ronald C. Petersen, David S. Knopman, and Clifford R. Jack, Jr
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AV-1451 ,Flortaucipir ,Tau PET ,Partial volume correction ,PVC ,GTM ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Since tau PET tracers were introduced, investigators have quantified them using a wide variety of automated methods. As longitudinal cohort studies acquire second and third time points of serial within-person tau PET data, determining the best pipeline to measure change has become crucial. We compared a total of 415 different quantification methods (each a combination of multiple options) according to their effects on a) differences in annual SUVR change between clinical groups, and b) longitudinal measurement repeatability as measured by the error term from a linear mixed-effects model. Our comparisons used MRI and Flortaucipir scans of 97 Mayo Clinic study participants who clinically either: a) were cognitively unimpaired, or b) had cognitive impairments that were consistent with Alzheimer's disease pathology. Tested methods included cross-sectional and longitudinal variants of two overarching pipelines (FreeSurfer 6.0, and an in-house pipeline based on SPM12), three choices of target region (entorhinal, inferior temporal, and a temporal lobe meta-ROI), five types of partial volume correction (PVC) (none, two-compartment, three-compartment, geometric transfer matrix (GTM), and a tau-specific GTM variant), seven choices of reference region (cerebellar crus, cerebellar gray matter, whole cerebellum, pons, supratentorial white matter, eroded supratentorial WM, and a composite of eroded supratentorial WM, pons, and whole cerebellum), two choices of region masking (GM or GM and WM), and two choices of statistic (voxel-wise mean vs. median). Our strongest findings were: 1) larger temporal-lobe target regions greatly outperformed entorhinal cortex (median sample size estimates based on a hypothetical clinical trial were 520–526 vs. 1740); 2) longitudinal processing pipelines outperformed cross-sectional pipelines (median sample size estimates were 483 vs. 572); and 3) reference regions including supratentorial WM outperformed traditional cerebellar and pontine options (median sample size estimates were 370 vs. 559). Altogether, our results favored longitudinally SUVR methods and a temporal-lobe meta-ROI that includes adjacent (juxtacortical) WM, a composite reference region (eroded supratentorial WM + pons + whole cerebellum), 2-class voxel-based PVC, and median statistics.
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- 2021
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11. FDG PET metabolic signatures distinguishing prodromal DLB and prodromal AD
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Kejal Kantarci, Bradley F. Boeve, Scott A. Przybelski, Timothy G. Lesnick, Qin Chen, Julie Fields, Christopher G. Schwarz, Matthew L. Senjem, Jeffrey L. Gunte, Clifford R. Jack, Paul Min, Manoj Jain, Toji Miyagawa, Rodolfo Savica, Jonathan Graff-Radford, Hugo Botha, David T. Jones, David S. Knopman, Neill Graff-Radford, Tanis J. Ferman, Ronald C. Petersen, and Val J. Lowe
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FDG PET ,Mild cognitive impairment ,Demenia with Lewy bodies ,Alzheimer's disease ,Cingulate island sign ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and Purpose: Patients with dementia with Lewy bodies (DLB) are characterized by hypometabolism in the parieto–occipital cortex and the cingulate island sign (CIS) on 18F-fluorodeoxyglucose (FDG) PET. Whether this pattern of hypometabolism is present as early as the prodromal stage of DLB is unknown. We investigated the pattern of hypometabolism in patients with mild cognitive impairment (MCI) who progressed to probable DLB compared to MCI patients who progressed to Alzheimer’s disease (AD) dementia and clinically unimpaired (CU) controls. Methods: Patients with MCI from the Mayo Clinic Alzheimer’s Disease Research Center who underwent FDG PET at baseline and progressed to either probable DLB (MCI-DLB; n = 17) or AD dementia (MCI-AD; n = 41) during follow-up, and a comparison cohort of CU controls (n = 100) were included. Results: Patients with MCI-DLB had hypometabolism in the parieto-occipital cortex extending into temporal lobes, substantia nigra and thalamus. When compared to MCI-AD, medial temporal and posterior cingulate metabolism were preserved in patients with MCI-DLB, accompanied by greater hypometabolism in the substantia nigra in MCI-DLB compared to MCI-AD. In distinguishing MCI-DLB from MCI-AD at the maximum value of Youden’s index, CIS ratio was highly specific (90%) but not sensitive (59%), but a higher medial temporal to substantia nigra ratio was both sensitive (94%) and specific (83%). Conclusion: FDG PET is a potential biomarker for the prodromal stage of DLB. A higher medial temporal metabolism and CIS ratio, and lower substantia nigra metabolism have additive value in distinguishing prodromal DLB and AD.
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- 2021
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12. Neuroimaging correlates of gait abnormalities in progressive supranuclear palsy
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Irene Sintini, Kenton Kaufman, Hugo Botha, Peter R. Martin, Stacy R. Loushin, Matthew L. Senjem, Robert I. Reid, Christopher G. Schwarz, Clifford R. Jack Jr, Val J. Lowe, Keith A. Josephs, Jennifer L. Whitwell, and Farwa Ali
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Progressive supranuclear palsy ,Diffusion tensor imaging ,Gait ,Balance ,MRI ,PET ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Progressive supranuclear palsy is a neurodegenerative disorder characterized primarily by tau inclusions and neurodegeneration in the midbrain, basal ganglia, thalamus, premotor and frontal cortex. Neurodegenerative change in progressive supranuclear palsy has been assessed using MRI. Degeneration of white matter tracts is evident with diffusion tensor imaging and PET methods have been used to assess brain metabolism or presence of tau protein deposits. Patients with progressive supranuclear palsy present with a variety of clinical syndromes; however early onset of gait impairments and postural instability are common features. In this study we assessed the relationship between multimodal imaging biomarkers (i.e., MRI atrophy, white matter tracts degeneration, flortaucipir-PET uptake) and laboratory-based measures of gait and balance abnormalities in a cohort of nineteen patients with progressive supranuclear palsy, using univariate and multivariate statistical analyses. The PSP rating scale and its gait midline sub-score were strongly correlated to gait abnormalities but not to postural imbalance. Principal component analysis on gait variables identified velocity, stride length, gait stability ratio, length of gait phases and dynamic stability as the main contributors to the first component, which was associated with diffusion tensor imaging measures in the posterior thalamic radiation, external capsule, superior cerebellar peduncle, superior fronto-occipital fasciculus, body and splenium of the corpus callosum and sagittal stratum, with MRI volumes in frontal and precentral regions and with flortaucipir-PET uptake in the precentral gyrus. The main contributor to the second principal component was cadence, which was higher in patients presenting more abnormalities on mean diffusivity: this unexpected finding might be related to compensatory gait strategies adopted in progressive supranuclear palsy. Postural imbalance was the main contributor to the third principal component, which was related to flortaucipir-PET uptake in the left paracentral lobule and supplementary motor area and white matter disruption in the superior cerebellar peduncle, putamen, pontine crossing tract and corticospinal tract. A partial least square model identified flortaucipir-PET uptake in midbrain, basal ganglia and thalamus as the main correlate of speed and dynamic component of gait in progressive supranuclear palsy. Although causality cannot be established in this analysis, our study sheds light on neurodegeneration of brain regions and white matter tracts that underlies gait and balance impairment in progressive supranuclear palsy.
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- 2021
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13. Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers
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Petrice M. Cogswell, Heather J. Wiste, Matthew L. Senjem, Jeffrey L. Gunter, Stephen D. Weigand, Christopher G. Schwarz, Arvin Arani, Terry M. Therneau, Val J. Lowe, David S. Knopman, Hugo Botha, Jonathan Graff-Radford, David T. Jones, Kejal Kantarci, Prashanthi Vemuri, Bradley F Boeve, Michelle M. Mielke, Ronald C. Petersen, and Clifford R. Jack, Jr
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Quantitative susceptibility mapping ,Beta amyloid PET ,Tau PET ,Alzheimer's disease ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Altered iron metabolism has been hypothesized to be associated with Alzheimer's disease pathology, and prior work has shown associations between iron load and beta amyloid plaques. Quantitative susceptibility mapping (QSM) is a recently popularized MR technique to infer local tissue susceptibility secondary to the presence of iron as well as other minerals. Greater QSM values imply greater iron concentration in tissue. QSM has been used to study relationships between cerebral iron load and established markers of Alzheimer's disease, however relationships remain unclear. In this work we study QSM signal characteristics and associations between susceptibility measured on QSM and established clinical and imaging markers of Alzheimer's disease. The study included 421 participants (234 male, median age 70 years, range 34–97 years) from the Mayo Clinic Study of Aging and Alzheimer's Disease Research Center; 296 (70%) had a diagnosis of cognitively unimpaired, 69 (16%) mild cognitive impairment, and 56 (13%) amnestic dementia. All participants had multi-echo gradient recalled echo imaging, PiB amyloid PET, and Tauvid tau PET. Variance components analysis showed that variation in cortical susceptibility across participants was low. Linear regression models were fit to assess associations with regional susceptibility. Expected increases in susceptibility were found with older age and cognitive impairment in the deep and inferior gray nuclei (pallidum, putamen, substantia nigra, subthalamic nucleus) (betas: 0.0017 to 0.0053 ppm for a 10 year increase in age, p = 0.03 to
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- 2021
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14. 18F-FDG PET-CT pattern in idiopathic normal pressure hydrocephalus
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Ryan A. Townley, Hugo Botha, Jonathan Graff-Radford, Bradley F. Boeve, Ronald C. Petersen, Matthew L. Senjem, David S. Knopman, Val Lowe, Clifford R. Jack, Jr, and David T. Jones
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Idiopathic normal pressure hydrocephalus (iNPH) is an important and treatable cause of neurologic impairment. Diagnosis is complicated due to symptoms overlapping with other age related disorders. The pathophysiology underlying iNPH is not well understood. We explored FDG-PET abnormalities in iNPH patients in order to determine if FDG-PET may serve as a biomarker to differentiate iNPH from common neurodegenerative disorders. Methods: We retrospectively compared 18F-FDG PET-CT imaging patterns from seven iNPH patients (mean age 74 ± 6 years) to age and sex matched controls, as well as patients diagnosed with clinical Alzheimer's disease dementia (AD), Dementia with Lewy Bodies (DLB) and Parkinson's Disease Dementia (PDD), and behavioral variant frontotemporal dementia (bvFTD). Partial volume corrected and uncorrected images were reviewed separately. Results: Patients with iNPH, when compared to controls, AD, DLB/PDD, and bvFTD, had significant regional hypometabolism in the dorsal striatum, involving the caudate and putamen bilaterally. These results remained highly significant after partial volume correction. Conclusions: In this study, we report a FDG-PET pattern of hypometabolism in iNPH involving the caudate and putamen with preserved cortical metabolism. This pattern may differentiate iNPH from degenerative diseases and has the potential to serve as a biomarker for iNPH in future studies. These findings also further our understanding of the pathophysiology underlying the iNPH clinical presentation. Keywords: FDG-PET, Normal pressure hydrocephalus, Hypometabolism, Caudate, Biomarker
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- 2018
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15. Disrupted functional connectivity in primary progressive apraxia of speech
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Hugo Botha, Rene L. Utianski, Jennifer L. Whitwell, Joseph R. Duffy, Heather M. Clark, Edythe A. Strand, Mary M. Machulda, Nirubol Tosakulwong, David S. Knopman, Ronald C. Petersen, Clifford R. Jack, Jr, Keith A. Josephs, and David T. Jones
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Apraxia of speech is a motor speech disorder thought to result from impaired planning or programming of articulatory movements. It can be the initial or only manifestation of a degenerative disease, termed primary progressive apraxia of speech (PPAOS). The aim of this study was to use task-free functional magnetic resonance imaging (fMRI) to assess large-scale brain network pathophysiology in PPAOS. Twenty-two PPAOS participants were identified from a prospective cohort of degenerative speech and language disorders patients. All participants had a comprehensive, standardized evaluation including an evaluation by a speech-language pathologist, examination by a behavioral neurologist and a multimodal imaging protocol which included a task-free fMRI sequence. PPAOS participants were age and sex matched to amyloid-negative, cognitively normal participants with a 1:2 ratio. We chose a set of hypothesis driven, predefined intrinsic connectivity networks (ICNs) from a large, out of sample independent component analysis and then used them to initialize a spatiotemporal dual regression to estimate participant level connectivity within these ICNs. Specifically, we evaluated connectivity within the speech and language, face and hand sensorimotor, left working memory, salience, superior parietal, supramarginal, insular and deep gray ICNs in a multivariate manner. The spatial maps for each ICN were then compared between PPAOS and control participants. We used clinical measures of apraxia of speech severity to assess for clinical-connectivity correlations for regions found to differ between PPAOS and control participants. Compared to controls, PPAOS participants had reduced connectivity of the right supplementary motor area and left posterior temporal gyrus to the rest of the speech and language ICN. The connectivity of the right supplementary motor area correlated negatively with an articulatory error score. PPAOS participants also had reduced connectivity of the left supplementary motor area to the face sensorimotor ICN, between the left lateral prefrontal cortex and the salience ICN and between the left temporal-occipital junction and the left working memory ICN. The latter connectivity correlated with the apraxia of speech severity rating scale, although the finding did not survive correction for multiple comparisons. Increased connectivity was noted in PPAOS participants between the dorsal posterior cingulate and the left working memory ICN. Our results support the importance of the supplementary motor area in the pathophysiology of PPAOS, which appears to be disconnected from speech and language regions. Supplementary motor area connectivity may serve as a biomarker of degenerative apraxia of speech severity. Keywords: Apraxia of speech, Functional connectivity, Intrinsic connectivity networks
- Published
- 2018
- Full Text
- View/download PDF
16. Brain volume and flortaucipir analysis of progressive supranuclear palsy clinical variants
- Author
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Jennifer L. Whitwell, Nirubol Tosakulwong, Hugo Botha, Farwa Ali, Heather M. Clark, Joseph R. Duffy, Rene L. Utianski, Chase A. Stevens, Stephen D. Weigand, Christopher G. Schwarz, Matthew L. Senjem, Clifford R. Jack, Val J. Lowe, J. Eric Ahlskog, Dennis W. Dickson, and Keith A. Josephs
- Subjects
Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and purpose: Progressive supranuclear palsy (PSP) is a neurodegenerative tauopathy that is associated with different clinical variants, including PSP-Richardson's syndrome (PSP-RS), PSP-parkinsonism (PSP-P), PSP-corticobasal syndrome (PSP-CBS), PSP-frontal (PSP-F), PSP-progressive gait freezing (PSP-PGF) and PSP-speech/language (PSP-SL). While PSP-RS has been well-characterized on neuroimaging, the characteristics of the other atypical variants are less well defined and it is unknown how they compare to each other or relate to neuropathology. We aimed to assess and compare regional atrophy on MRI and [18F]flortaucipir uptake on PET across PSP variants. Materials and methods: 105 PSP patients (53 PSP-RS, 23 PSP-SL, 12 PSP-P, 8 PSP-CBS, 5 PSP-F and 4 PSP-PGF) underwent volumetric MRI, with 59 of these also undergoing flortaucipir PET. Voxel-level and region-level analyses were performed comparing PSP variants to 30 controls and to each other. Semi-quantitative tau burden measurements were also performed in 21 patients with autopsy-confirmed PSP. Results: All variants showed evidence for atrophy or increased flortaucipir uptake in striatum, globus pallidus and thalamus. Superior cerebellar peduncle volume loss was only observed in PSP-RS, PSP-CBS and PSP-F. Volume loss in the frontal lobes was observed in PSP-SL, PSP-CBS and PSP-F, with these variants also showing highest cortical tau burden at autopsy. The PSP-P and PSP-PGF variants showed more restricted patterns of neurodegeneration predominantly involving striatum, globus pallidus, subthalamic nucleus and thalamus. The PSP-SL variant showed greater volume loss and flortaucipir uptake in supplementary motor area and motor cortex compared to all other variants, but showed less involvement of subthalamic nucleus and midbrain. Compared to PSP-RS, PSP-P had larger midbrain volume and greater flortaucipir uptake in putamen. Conclusion: The PSP variants have different patterns of involvement of subcortical circuitry, perhaps suggesting different patterns of disease spread through the brain. These findings will be important in the development of appropriate neuroimaging biomarkers for the different PSP variants. Keywords: MRI, Flortaucipir, PET, PSP, Atypical
- Published
- 2020
- Full Text
- View/download PDF
17. Neuroimaging correlates of gait abnormalities in progressive supranuclear palsy
- Author
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Val J. Lowe, Matthew L. Senjem, Jennifer L. Whitwell, Farwa Ali, Hugo Botha, Robert I. Reid, Peter R. Martin, Kenton R. Kaufman, Stacy R. Loushin, Keith A. Josephs, Christopher G. Schwarz, Clifford R. Jack, and Irene Sintini
- Subjects
PSP-P, progressive supranuclear palsy – parkinsonism ,MCP, middle cerebellar peduncle ,FDG, fluorodeoxyglucose ,ROI, region of interest ,SFO, superior fronto-occipital fasciculus ,CGC, cingulate gyrus ,CTS, corticospinal tract ,Corpus callosum ,Postural imbalance EC, postural imbalance with eyes closed ,Postural imbalance EO, postural imbalance with eyes open ,Gait (human) ,RMSE, root mean square error ,EC, external capsule ,SLF, superior longitudinal fasciculus ,PSP – SL, progressive supranuclear palsy – speech and language ,FA, fractional anisotropy ,Gait ,CGH, cingulum (hippocampus) ,Regular Article ,Magnetic Resonance Imaging ,SUVR, standard uptake value ratios ,Superior cerebellar peduncle ,medicine.anatomical_structure ,Diffusion Tensor Imaging ,Neurology ,PSP, progressive supranuclear palsy ,PLS, partial least square ,Supranuclear Palsy, Progressive ,PSP-PGF, progressive supranuclear palsy – progressive freezing of gait ,SCC, splenium of the corpus callosum ,MRI ,Balance ,medicine.medical_specialty ,GCC, genu of the corpus callosum ,Cognitive Neuroscience ,Computer applications to medicine. Medical informatics ,SCP, superior cerebellar peduncle ,R858-859.7 ,Splenium ,Neuroimaging ,CP, cerebral peduncle ,xCOM, extrapolated center of mass ,Progressive supranuclear palsy ,White matter ,PCR, posterior corona radiata ,Physical medicine and rehabilitation ,SCR, superior corona radiata ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,MDS - UPDRS, Movement Disorder Society - sponsored revision of the Unified Parkinson’s Disease Rating Scale ,ACR, anterior corona radiata ,SS, sagittal stratum ,RC346-429 ,COP, center of pressure ,MD, mean diffusivity ,PLIC, posterior limb of internal capsule ,PSP-RS, progressive supranuclear palsy – Richardson’s syndrome ,PCA, principal component analysis ,ML, medial lemniscus ,business.industry ,Precentral gyrus ,CV, coefficient of variation ,PSP-CBS, progressive supranuclear palsy – corticobasal syndrome ,PC, principal component ,PCT, pontine crossing tract ,BCC, body of the corpus callosum ,medicine.disease ,eye diseases ,BoS, base of support ,PET ,ALIC, anterior limb of internal capsule ,Corticospinal tract ,PTR, posterior thalamic radiation ,RLIC, retrolenticular part of internal capsule ,Neurology. Diseases of the nervous system ,Neurology (clinical) ,DTI, diffusion tensor imaging ,business ,human activities ,ICP, inferior cerebellar peduncle - Abstract
Highlights • Gait and balance impairments correlated to various imaging abnormalities. • Stride length, cadence and balance varied independently in PSP. • PSP phenotype affects the associations between gait and imaging., Progressive supranuclear palsy is a neurodegenerative disorder characterized primarily by tau inclusions and neurodegeneration in the midbrain, basal ganglia, thalamus, premotor and frontal cortex. Neurodegenerative change in progressive supranuclear palsy has been assessed using MRI. Degeneration of white matter tracts is evident with diffusion tensor imaging and PET methods have been used to assess brain metabolism or presence of tau protein deposits. Patients with progressive supranuclear palsy present with a variety of clinical syndromes; however early onset of gait impairments and postural instability are common features. In this study we assessed the relationship between multimodal imaging biomarkers (i.e., MRI atrophy, white matter tracts degeneration, flortaucipir-PET uptake) and laboratory-based measures of gait and balance abnormalities in a cohort of nineteen patients with progressive supranuclear palsy, using univariate and multivariate statistical analyses. The PSP rating scale and its gait midline sub-score were strongly correlated to gait abnormalities but not to postural imbalance. Principal component analysis on gait variables identified velocity, stride length, gait stability ratio, length of gait phases and dynamic stability as the main contributors to the first component, which was associated with diffusion tensor imaging measures in the posterior thalamic radiation, external capsule, superior cerebellar peduncle, superior fronto-occipital fasciculus, body and splenium of the corpus callosum and sagittal stratum, with MRI volumes in frontal and precentral regions and with flortaucipir-PET uptake in the precentral gyrus. The main contributor to the second principal component was cadence, which was higher in patients presenting more abnormalities on mean diffusivity: this unexpected finding might be related to compensatory gait strategies adopted in progressive supranuclear palsy. Postural imbalance was the main contributor to the third principal component, which was related to flortaucipir-PET uptake in the left paracentral lobule and supplementary motor area and white matter disruption in the superior cerebellar peduncle, putamen, pontine crossing tract and corticospinal tract. A partial least square model identified flortaucipir-PET uptake in midbrain, basal ganglia and thalamus as the main correlate of speed and dynamic component of gait in progressive supranuclear palsy. Although causality cannot be established in this analysis, our study sheds light on neurodegeneration of brain regions and white matter tracts that underlies gait and balance impairment in progressive supranuclear palsy.
- Published
- 2021
18. Disrupted functional connectivity in primary progressive apraxia of speech
- Author
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Nirubol Tosakulwong, Edythe A. Strand, David T.W. Jones, Mary M. Machulda, Hugo Botha, Heather M. Clark, Keith A. Josephs, Clifford R. Jack, David S. Knopman, Ronald C. Petersen, Jennifer L. Whitwell, Rene L. Utianski, and Joseph R. Duffy
- Subjects
Male ,Audiology ,Apraxia ,MMSE, Mini-Mental State Examination ,Intrinsic connectivity networks ,lcsh:RC346-429 ,Functional connectivity ,0302 clinical medicine ,Degenerative disease ,Gyrus ,AES, Articulatory Error Score ,Motor speech disorders ,TOJ, Temporal-Occipital Junction ,TT, Token Test ,Language ,Aged, 80 and over ,medicine.diagnostic_test ,Supplementary motor area ,05 social sciences ,ICN, Intrinsic Connectivity Network ,WAB, Western Aphasia Battery ,Brain ,Regular Article ,NPI-S, Neuropsychiatric Inventory – Severity ,SMA, Supplementary Motor Area ,PFC, Prefrontal Cortex ,Middle Aged ,Magnetic Resonance Imaging ,AOS, Apraxia Of Speech ,UPDRS, Unified Parkinson Disease Rating Scale ,medicine.anatomical_structure ,Neurology ,BNT, Boston Naming Test ,lcsh:R858-859.7 ,Female ,Psychology ,medicine.medical_specialty ,Apraxias ,Cognitive Neuroscience ,FBI, Frontal Behavioral Inventory ,PCC, Posterior Cingulate Cortex ,lcsh:Computer applications to medicine. Medical informatics ,050105 experimental psychology ,03 medical and health sciences ,AQ, Aphasia Quotient ,ASRS, Apraxia of Speech Severity Rating Scale ,Apraxia of speech ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,lcsh:Neurology. Diseases of the nervous system ,Aged ,Working memory ,medicine.disease ,FAB, Frontal Assessment Battery ,PPA, Primary Progressive Aphasia ,NVOA, Nonverbal Oral Apraxia ,Posterior cingulate ,agPPA, Agrammatic/Nonfluent PPA ,Neurology (clinical) ,Nerve Net ,Functional magnetic resonance imaging ,030217 neurology & neurosurgery - Abstract
Apraxia of speech is a motor speech disorder thought to result from impaired planning or programming of articulatory movements. It can be the initial or only manifestation of a degenerative disease, termed primary progressive apraxia of speech (PPAOS). The aim of this study was to use task-free functional magnetic resonance imaging (fMRI) to assess large-scale brain network pathophysiology in PPAOS. Twenty-two PPAOS participants were identified from a prospective cohort of degenerative speech and language disorders patients. All participants had a comprehensive, standardized evaluation including an evaluation by a speech-language pathologist, examination by a behavioral neurologist and a multimodal imaging protocol which included a task-free fMRI sequence. PPAOS participants were age and sex matched to amyloid-negative, cognitively normal participants with a 1:2 ratio. We chose a set of hypothesis driven, predefined intrinsic connectivity networks (ICNs) from a large, out of sample independent component analysis and then used them to initialize a spatiotemporal dual regression to estimate participant level connectivity within these ICNs. Specifically, we evaluated connectivity within the speech and language, face and hand sensorimotor, left working memory, salience, superior parietal, supramarginal, insular and deep gray ICNs in a multivariate manner. The spatial maps for each ICN were then compared between PPAOS and control participants. We used clinical measures of apraxia of speech severity to assess for clinical-connectivity correlations for regions found to differ between PPAOS and control participants. Compared to controls, PPAOS participants had reduced connectivity of the right supplementary motor area and left posterior temporal gyrus to the rest of the speech and language ICN. The connectivity of the right supplementary motor area correlated negatively with an articulatory error score. PPAOS participants also had reduced connectivity of the left supplementary motor area to the face sensorimotor ICN, between the left lateral prefrontal cortex and the salience ICN and between the left temporal-occipital junction and the left working memory ICN. The latter connectivity correlated with the apraxia of speech severity rating scale, although the finding did not survive correction for multiple comparisons. Increased connectivity was noted in PPAOS participants between the dorsal posterior cingulate and the left working memory ICN. Our results support the importance of the supplementary motor area in the pathophysiology of PPAOS, which appears to be disconnected from speech and language regions. Supplementary motor area connectivity may serve as a biomarker of degenerative apraxia of speech severity., Highlights • This is the first study of the network level connectivity changes underlying PPAOS. • We found changes in speech and language, face, working memory and salience networks. • Right SMA connectivity to speech and language areas correlated with AOS severity.
- Published
- 2018
19. Brain volume and flortaucipir analysis of progressive supranuclear palsy clinical variants
- Author
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Rene L. Utianski, Hugo Botha, Jennifer L. Whitwell, Nirubol Tosakulwong, Heather M. Clark, J. Eric Ahlskog, Keith A. Josephs, Clifford R. Jack, Christopher G. Schwarz, Dennis W. Dickson, Chase A. Stevens, Stephen D. Weigand, Joseph R. Duffy, Val J. Lowe, Farwa Ali, and Matthew L. Senjem
- Subjects
Male ,Pathology ,ROI, region of interest ,Contrast Media ,Striatum ,lcsh:RC346-429 ,0302 clinical medicine ,MDS-PSP, Movement Disorders Society clinical criteria for PSP ,Flortaucipir ,PSP ,Aged, 80 and over ,Putamen ,05 social sciences ,Regular Article ,Magnetic Resonance Imaging ,Subthalamic nucleus ,Superior cerebellar peduncle ,medicine.anatomical_structure ,Globus pallidus ,Neurology ,Brain size ,PSP-CBS, corticobasal variant of PSP ,lcsh:R858-859.7 ,PSP, progressive supranuclear palsy ,PSP-SL, speech/language variant of PSP ,Female ,Supranuclear Palsy, Progressive ,MRI ,medicine.medical_specialty ,MCALT, Mayo Clinic Adult Lifespan Template ,Cognitive Neuroscience ,Neuroimaging ,FWE, family wise error ,lcsh:Computer applications to medicine. Medical informatics ,050105 experimental psychology ,Progressive supranuclear palsy ,03 medical and health sciences ,Atrophy ,PSP-PGF, progressive gait freezing variant of PSP ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,lcsh:Neurology. Diseases of the nervous system ,Aged ,business.industry ,PSP-F, frontal variant of PSP ,medicine.disease ,eye diseases ,PET ,PSP-RS, Richardson's syndrome ,MPRAGE, magnetization prepared rapid gradient echo ,Positron-Emission Tomography ,SUVR, standardized uptake value ratio ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Atypical ,Carbolines - Abstract
Highlights • All PSP variants showed atrophy or flortaucipir uptake in subcortical structures. • Speech/language, frontal and corticobasal variants showed cortical involvement. • Dentatorubrothalamic tract involvement was only seen in some variants. • PSP variants show different patterns of damage to subcortical-cortical circuitry., Background and purpose Progressive supranuclear palsy (PSP) is a neurodegenerative tauopathy that is associated with different clinical variants, including PSP-Richardson's syndrome (PSP-RS), PSP-parkinsonism (PSP-P), PSP-corticobasal syndrome (PSP-CBS), PSP-frontal (PSP-F), PSP-progressive gait freezing (PSP-PGF) and PSP-speech/language (PSP-SL). While PSP-RS has been well-characterized on neuroimaging, the characteristics of the other atypical variants are less well defined and it is unknown how they compare to each other or relate to neuropathology. We aimed to assess and compare regional atrophy on MRI and [18F]flortaucipir uptake on PET across PSP variants. Materials and methods 105 PSP patients (53 PSP-RS, 23 PSP-SL, 12 PSP-P, 8 PSP-CBS, 5 PSP-F and 4 PSP-PGF) underwent volumetric MRI, with 59 of these also undergoing flortaucipir PET. Voxel-level and region-level analyses were performed comparing PSP variants to 30 controls and to each other. Semi-quantitative tau burden measurements were also performed in 21 patients with autopsy-confirmed PSP. Results All variants showed evidence for atrophy or increased flortaucipir uptake in striatum, globus pallidus and thalamus. Superior cerebellar peduncle volume loss was only observed in PSP-RS, PSP-CBS and PSP-F. Volume loss in the frontal lobes was observed in PSP-SL, PSP-CBS and PSP-F, with these variants also showing highest cortical tau burden at autopsy. The PSP-P and PSP-PGF variants showed more restricted patterns of neurodegeneration predominantly involving striatum, globus pallidus, subthalamic nucleus and thalamus. The PSP-SL variant showed greater volume loss and flortaucipir uptake in supplementary motor area and motor cortex compared to all other variants, but showed less involvement of subthalamic nucleus and midbrain. Compared to PSP-RS, PSP-P had larger midbrain volume and greater flortaucipir uptake in putamen. Conclusion The PSP variants have different patterns of involvement of subcortical circuitry, perhaps suggesting different patterns of disease spread through the brain. These findings will be important in the development of appropriate neuroimaging biomarkers for the different PSP variants.
- Published
- 2019
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