29 results on '"Derek B. Archer"'
Search Results
2. Short superficial white matter and aging: a longitudinal multi-site study of 1,293 subjects and 2,711 sessions
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Kurt G Schilling, Derek B Archer, Fang-Cheng Yeh, Francois Rheault, Leon Y Cai, Andrea Shafer, Susan M Resnick, Timothy Hohman, Angela Jefferson, Adam W Anderson, Hakmook Kang, and Bennett A Landman
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It is estimated that short association fibers, or 'U-shaped' fibers running immediately beneath the cortex, may make up as much as 60% of the total white matter volume. However, these have been understudied relative to the long-range association, projection, and commissural fibers of the brain. This is largely because of limitations of diffusion MRI fiber tractography, which is the primary methodology used to non-invasively study the white matter connections. Inspired by recent anatomical considerations and methodological improvements in U-fiber tractography, we aim to characterize changes in these fiber systems in cognitively normal aging, which provide insight into the biological foundation of age-related cognitive changes, and a better understanding of how age-related pathology differs from healthy aging. To do this, we used three large, longitudinal and cross-sectional datasets (N = 1293 subjects, 2711 sessions) to quantify microstructural features and length/volume features of several U-fiber systems. We find that axial, radial, and mean diffusivities show positive associations with age, while fractional anisotropy has negative associations with age in superficial white matter throughout the entire brain. These associations were most pronounced in the frontal, temporal, and temporoparietal regions. Moreover, measures of U-fiber volume and length decrease with age in a heterogenous manner across the brain, with prominent effects observed for pre- and post-central gyri. These features, and their variations with age, provide the background for characterizing normal aging, and, in combination with larger association pathways and gray matter microstructural features, may provide insight into fundamental mechanisms associated with aging and cognition.
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- 2022
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3. Free-water metrics in medial temporal lobe white matter tract projections relate to longitudinal cognitive decline
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Timothy J. Hohman, Niranjana Shashikumar, Angela L. Jefferson, Kimberly R. Pechman, Elizabeth E. Moore, Bennett A. Landman, Logan Dumitrescu, Derek B. Archer, and Katherine A. Gifford
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Male ,0301 basic medicine ,Aging ,medicine.medical_specialty ,Uncinate fasciculus ,Audiology ,Gyrus Cinguli ,Hippocampus ,Article ,030218 nuclear medicine & medical imaging ,Temporal lobe ,Cohort Studies ,White matter ,Executive Function ,03 medical and health sciences ,Cognition ,0302 clinical medicine ,Memory ,Fractional anisotropy ,Humans ,Cingulum (brain) ,Medicine ,Cognitive Dysfunction ,Longitudinal Studies ,Inferior longitudinal fasciculus ,Cognitive decline ,Aged ,Aged, 80 and over ,business.industry ,General Neuroscience ,Fornix ,Organ Size ,Anatomy ,Magnetic Resonance Imaging ,White Matter ,Temporal Lobe ,030104 developmental biology ,medicine.anatomical_structure ,Subthalamus ,Anisotropy ,Female ,Neurology (clinical) ,Geriatrics and Gerontology ,business ,030217 neurology & neurosurgery ,Developmental Biology ,Diffusion MRI - Abstract
ObjectiveHippocampal volume is a sensitive marker of neurodegeneration and a well-established predictor of age-related cognitive impairment. Recently, free-water (FW) magnetic resonance imaging (MRI) has shown associations with pathology in Alzheimer’s disease (AD), but it is still unclear whether these metrics are associated with measures of cognitive impairment. Here, we investigate whether FW and FW-corrected fractional anisotropy (FAT) within medial temporal lobe white matter tracts (cingulum, fornix, uncinate fasciculus, inferior longitudinal fasciculus, and tapetum) provides meaningful contribution to cognition and cognitive decline beyond hippocampal volume.Participants and MethodsVanderbilt Memory & Aging Project participants (n=319, 73±7 years, 59% male) with normal cognition and mild cognitive impairment (40% of cohort) underwent baseline brain MRI, including structural MRI to quantify hippocampal volume, diffusion MRI to quantify medial temporal lobe white matter tract FW and FAT, and longitudinal neuropsychological assessment with a mean follow-up of 3.5 years. Linear regressions were conducted to determine how hippocampal volume and white matter tract FW and FAT interact with baseline memory and executive function performances. Competitive model analyses determined the unique variance provided by white matter tract FW and FAT beyond that of hippocampal volume and other comorbidities. Linear mixed-effects models were conducted to determine how baseline hippocampal volume and white matter tract FW and FAT interact to explain longitudinal change in memory and executive function performances.ResultsFW in the inferior longitudinal fasciculus, tapetum, uncinate fasciculus, and cingulum were robustly associated with baseline memory and executive function. Further, competitive model analysis showed that tract FW contributed unique variance beyond other comorbidities and hippocampal volume for memory (ΔRadj2 range: 0.82-2.00%) and executive function (ΔRadj2 range: 0.88-1.87%). Longitudinal analyses demonstrated significant interactions of hippocampal volume and FAT in the inferior longitudinal fasciculus (p=0.02), tapetum (p=0.02), uncinate fasciculus (p=0.02), and cingulum (p=0.002) with decline in memory. For decline in executive function, we found significant interactions of hippocampal volume and FAT in inferior longitudinal fasciculus (p=0.03), tapetum (p=0.02), uncinate fasciculus (p=0.02), and fornix (p=0.02), as well as cingulum (p=0.02) and fornix (p=0.02) FW.ConclusionsOur results highlight novel associations between FW and FAT measures of medial temporal lobe tract microstructure and cognitive performance such that individuals with smaller hippocampal volumes and lower tract microstructure experience greater cognitive decline. These results suggest that white matter has a unique role in cognitive decline and, therefore, could be used to provide better disease staging, allowing for more precise disease monitoring in AD.
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- 2020
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4. Magnetic Resonance Imaging and Neurofilament Light in the Differentiation of Parkinsonism
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Derek B. Archer, Roxana G. Burciu, Nikolaus R. McFarland, Jing Yang, Trina Mitchell, Michael S. Okun, Andrea Quattrone, Andreas Jeromin, Aldo Quattrone, David E. Vaillancourt, and Salvatore Nigro
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0301 basic medicine ,Oncology ,medicine.medical_specialty ,Parkinson's disease ,Intermediate Filaments ,Article ,Progressive supranuclear palsy ,Diagnosis, Differential ,03 medical and health sciences ,0302 clinical medicine ,Parkinsonian Disorders ,Internal medicine ,medicine ,Humans ,Receiver operating characteristic ,medicine.diagnostic_test ,business.industry ,Parkinsonism ,Area under the curve ,Magnetic resonance imaging ,Multiple System Atrophy ,Stepwise regression ,medicine.disease ,Magnetic Resonance Imaging ,eye diseases ,030104 developmental biology ,Neurology ,Biomarker (medicine) ,Supranuclear Palsy, Progressive ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
OBJECTIVE Accurate diagnosis is particularly challenging in Parkinson's disease (PD), multiple system atrophy (MSAp), and progressive supranuclear palsy (PSP). We compare the utility of 3 promising biomarkers to differentiate disease state and explain disease severity in parkinsonism: the Automated Imaging Differentiation in Parkinsonism (AID-P), the Magnetic Resonance Parkinsonism Index (MRPI), and plasma-based neurofilament light chain protein (NfL). METHODS For each biomarker, the area under the curve (AUC) of receiver operating characteristic curves were quantified for PD versus MSAp/PSP and MSAp versus PSP and statistically compared. Unique combinations of variables were also assessed. Furthermore, each measures association with disease severity was determined using stepwise multiple regression. RESULTS For PD versus MSAp/PSP, AID-P (AUC, 0.900) measures had higher AUC compared with NfL (AUC, 0.747) and MRPI (AUC, 0.669), P
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- 2020
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5. Associations among executive function Abilities, free Water, and white matter microstructure in early old age
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Daniel E. Gustavson, Derek B. Archer, Jeremy A. Elman, Olivia K. Puckett, Christine Fennema-Notestine, Matthew S. Panizzon, Niranjana Shashikumar, Timothy J. Hohman, Angela L. Jefferson, Lisa T. Eyler, Linda K. McEvoy, Michael J. Lyons, Carol E. Franz, and William S. Kremen
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Adult ,Male ,Aging ,Cognitive Neuroscience ,Neurodegenerative ,Alzheimer's Disease ,Executive control ,Executive Function ,Memory ,Clinical Research ,Behavioral and Social Science ,Acquired Cognitive Impairment ,Humans ,Radiology, Nuclear Medicine and imaging ,Aged ,Abnormal white matter ,Working memory ,Neurosciences ,Water ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,White Matter ,Brain Disorders ,Diffusion Magnetic Resonance Imaging ,Short-Term ,Neurology ,Cognitive control ,Dementia ,Mental health ,Neurology (clinical) - Abstract
BackgroundStudies have investigated white matter microstructure in relation to late-life cognitive impairments, with fractional anisotropy (FA) and mean diffusivity (MD) measures thought to capture demyelination and axonal degradation. However, new post-processing methods allow isolation of free water (FW), which captures extracellular fluid contributions such as atrophy and neuroinflammation, from tissue components. FW also appears to be highly relevant to late-life cognitive impairment. Here, we evaluated whether executive functions are associated with FW, and FA and MD corrected for FW (FAFWcorr and MDFWcorr).MethodWe examined 489 non-demented men in the Vietnam Era Twin Study of Aging (VETSA) at mean age 68. Two latent factors capturing 'common executive function' and 'working-memory specific' processes were estimated based on 6 tasks. Analyses focused on 11 cortical white matter tracts across three metrics: FW, FAFWcorr, and MDFWcorr.ResultsBetter 'common executive function' was associated with lower FW across 9 of the 11 tracts. There were no significant associations with intracellular metrics after false discovery rate correction. Effects also appeared driven by individuals with MCI (13.7% of the sample). Working memory-specific tasks showed some associations with FAFWcorr, including the triangularis portion of the inferior frontal gyrus. There was no evidence that cognitive reserve (i.e., general cognitive ability assessed in early adulthood) moderated these associations between executive function and FW or FA.DiscussionExecutive function abilities in early old age are associated primarily with extracellular fluid (FW) as opposed to white matter (FAFWcorr or MDFWcorr). Moderation analyses suggested cognitive reserve does not play a strong role in these associations, at least in this sample of non-demented men.
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- 2023
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6. Development of a transcallosal tractography template and its application to dementia
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Steven T. DeKosky, David E. Vaillancourt, Stephen A. Coombes, Nikolaus R. McFarland, and Derek B. Archer
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Adult ,Male ,Cognitive Neuroscience ,Corpus callosum ,Article ,050105 experimental psychology ,Corpus Callosum ,Young Adult ,03 medical and health sciences ,Atlases as Topic ,0302 clinical medicine ,Body Water ,Alzheimer Disease ,Inferior temporal gyrus ,Fractional anisotropy ,Connectome ,medicine ,Humans ,0501 psychology and cognitive sciences ,Human Connectome Project ,business.industry ,05 social sciences ,Montreal Cognitive Assessment ,Medial frontal gyrus ,Diffusion Tensor Imaging ,medicine.anatomical_structure ,Neurology ,Female ,Supranuclear Palsy, Progressive ,Nerve Net ,business ,Neuroscience ,030217 neurology & neurosurgery ,Tractography ,Diffusion MRI - Abstract
Understanding the architecture of transcallosal connections would allow for more specific assessments of neurodegeneration across many fields of neuroscience, neurology, and psychiatry. To map these connections, we conducted probabilistic tractography in 100 Human Connectome Project subjects in 32 cortical areas using novel post-processing algorithms to create a spatially precise Trancallosal Tract Template (TCATT). We found robust transcallosal tracts in all 32 regions, and a topographical analysis in the corpus callosum largely agreed with well-established subdivisions of the corpus callosum. We then obtained diffusion MRI data from a cohort of patients with Alzheimer’s disease (AD) and another with progressive supranuclear palsy (PSP) and used a two-compartment model to calculate free-water corrected fractional anisotropy (FA(T)) and free-water (FW) within the TCATT. These metrics were used to determine between-group differences and to determine which subset of tracts was best associated with cognitive function (Montreal Cognitive Assessment (MoCA)). In AD, we found robust between-group differences in FW (31/32 TCATT tracts) in the absence of between-group differences in FA(T). FW in the inferior temporal gyrus TCATT tract was most associated with MoCA scores in AD. In PSP, there were widespread differences in both FA(T) and FW, and MoCA was predicted by FA(T) in the inferior frontal pars triangularis, preSMA, and medial frontal gyrus TCATT tracts as well as FW in the inferior frontal pars opercularis TCATT tract. The TCATT improves spatial localization of corpus callosum measurements to enhance the evaluation of treatment effects, as well as the monitoring of brain microstructure in relation to cognitive dysfunction and disease progression. Here, we have shown its direct relevance in capturing between-group differences and associating it with the MoCA in AD and PSP.
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- 2019
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7. Multimodal dopaminergic and free-water imaging in Parkinson's disease
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Martijn L.T.M. Müller, Derek B. Archer, David E. Vaillancourt, Edward Ofori, Arnab Roy, Roxana G. Burciu, Roger L. Albin, Jing Yang, and Nicolaas I. Bohnen
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Adult ,Male ,0301 basic medicine ,Parkinson's disease ,Dopamine ,Tetrabenazine ,Substantia nigra ,Striatum ,Article ,Dihydrotetrabenazine ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Tremor ,Basal ganglia ,Humans ,Medicine ,Aged ,Aged, 80 and over ,business.industry ,Putamen ,Dopaminergic ,Brain ,Water ,Parkinson Disease ,Middle Aged ,medicine.disease ,030104 developmental biology ,nervous system ,Neurology ,chemistry ,Positron-Emission Tomography ,Female ,Neurology (clinical) ,Geriatrics and Gerontology ,business ,Neuroscience ,030217 neurology & neurosurgery ,medicine.drug - Abstract
Introduction When using free-water diffusion imaging or positron emission tomography (PET), it is established that substania nigra microstructure and presynaptic dopamine activity are impaired in early PD. It is not well understood if these two forms of degeneration are redundant, or if they each provide a unique contribution to the clinical motor and cognitive symptoms. Methods A total of 129 PD and 75 control individuals underwent motor and cognitive evaluations, and in vivo [11C]dihydrotetrabenazine (DTBZ) monoaminergic brain PET imaging and diffusion imaging. Correlations between free-water in the substantia nigra and striatal PET measures were analyzed. Unbiased multiple regression using a backward elimination method was performed between clinical severity and all imaging measures. Results Inverse correlations were found between free-water in posterior substantia nigra and DTBZ binding in putamen and caudate. Multiple regression revealed that increased free-water in the posterior substantia nigra, decreased DTBZ binding in putamen, and age were predictors of higher Hoehn and Yahr stage, MDS-UPDRS III scores, and posture and gait sub-scores. Increased posterior substantia nigra free-water alone was associated tremor scores. Free-water in caudate and putamen did not predict measures of motor performance. Decreased DTBZ binding in caudate, increased free-water in caudate and posterior substantia nigra were associated with higher dementia ratings. Conclusions These findings suggest that free-water in the posterior substantia nigra and presynaptic dopamine imaging in striatum are uniquely associated with the clinical symptoms of PD, indicating that each imaging modality may be measuring a unique mechanism relevant to nigrostriatal degeneration.
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- 2019
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8. The relationship between white matter microstructure and self-perceived cognitive decline
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Bennett A. Landman, Angela L. Jefferson, Niranjana Shashikumar, Ujwala Pamidimukkala, Derek B. Archer, Katherine A. Gifford, Henrik Zetterberg, Timothy J. Hohman, Kaj Blennow, Elizabeth E. Moore, and Kimberly R. Pechman
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Male ,medicine.medical_specialty ,congenital, hereditary, and neonatal diseases and abnormalities ,Cognitive Neuroscience ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Inferior frontal gyrus ,Hippocampus ,White matter ,Alzheimer Disease ,Internal medicine ,hemic and lymphatic diseases ,Fractional anisotropy ,parasitic diseases ,medicine ,Middle frontal gyrus ,Humans ,Radiology, Nuclear Medicine and imaging ,Cognitive Dysfunction ,Inferior longitudinal fasciculus ,Cognitive decline ,RC346-429 ,health care economics and organizations ,Aged ,Amyloid beta-Peptides ,business.industry ,Fornix ,Regular Article ,Medial frontal gyrus ,equipment and supplies ,White Matter ,medicine.anatomical_structure ,Neurology ,Cardiology ,Female ,Neurology (clinical) ,Neurology. Diseases of the nervous system ,business - Abstract
Highlights • RDT within several white matter tracts is associated with SCD. • RDT contributes unique variance to SCD beyond that of CSF Aβ42. • Our findings suggest that RDT is a sensitive marker of SCD., Subjective cognitive decline (SCD) is a perceived cognitive change prior to objective cognitive deficits, and although it is associated with Alzheimer’s disease (AD) pathology, it likely results from multiple underlying pathologies. We investigated the association of white matter microstructure to SCD as a sensitive and early marker of cognitive decline and quantified the contribution of white matter microstructure separate from amyloidosis. Vanderbilt Memory & Aging Project participants with diffusion MRI data and a 45-item measure of SCD were included [n = 236, 137 cognitively unimpaired (CU), 99 with mild cognitive impairment (MCI), 73 ± 7 years, 37% female]. A subset of participants (64 CU, 40 MCI) underwent a fasting lumbar puncture for quantification of cerebrospinal fluid (CSF) amyloid-β(CSF Aβ42), total tau (CSF t-tau), and phosphorylated tau (CSF p-tau). Diffusion MRI data was post-processed using the free-water (FW) elimination technique, which allowed quantification of extracellular (FW) and intracellular compartment (fractional anisotropy, mean diffusivity, axial diffusivity, and radial diffusivity) microstructure. Microstructural values were quantified within 11 cognitive-related white matter tracts, including medial temporal lobe, frontal transcallosal, and fronto-parietal tracts using a region of interest approach. General linear modeling related each tract to SCD scores adjusting for age, sex, race/ethnicity, education, Framingham Stroke Risk Profile scores, APOE ε4 carrier status, diagnosis, Geriatric Depression Scale scores, hippocampal volume, and total white matter volume. Competitive models were analyzed to determine if white matter microstructural values have a unique role in SCD scores separate from CSF Aβ42. FW-corrected radial diffusivity (RDT) was related to SCD scores in 8 tracts: cingulum bundle, inferior longitudinal fasciculus, as well as inferior frontal gyrus (IFG) pars opercularis, IFG orbitalis, IFG pars triangularis, tapetum, medial frontal gyrus, and middle frontal gyrus transcallosal tracts. While CSF Aβ42 was related to SCD scores in our cohort (Radj2 = 39.03%; β = −0.231; p = 0.020), competitive models revealed that fornix and IFG pars triangularis transcallosal tract RDT contributed unique variance to SCD scores beyond CSF Aβ42 (Radj2 = 44.35% and Radj2 = 43.09%, respectively), with several other tract measures demonstrating nominal significance. All tracts which demonstrated nominal significance (in addition to covariates) were input into a backwards stepwise regression analysis. ILF RDT, fornix RDT, and UF FW were best associated with SCD scores (Radj2 = 46.69%; p = 6.37 × 10-12). Ultimately, we found that medial temporal lobe and frontal transcallosal tract microstructure is an important driver of SCD scores independent of early amyloid deposition. Our results highlight the potential importance of abnormal white matter diffusivity as an early contributor to cognitive decline. These results also highlight the value of incorporating multiple biomarkers to help disentangle the mechanistic heterogeneity of SCD as an early stage of cognitive decline.
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- 2021
9. Multimodal genome‐wide meta‐analysis of brain amyloidosis reveals heterogeneity across CSF, PET, and pathological amyloid measures
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Keith A. Johnson, Carlos Cruchaga, Murat Bilgel, Richard Mayeux, Logan Dumitrescu, Timothy J. Hohman, Corinne D. Engelman, C. Dirk Keene, Gerard D. Schellenberg, Julie A. Schneider, Walter A. Kukull, Rachel F. Buckley, Angela L. Jefferson, Emily R. Mahoney, David A. Bennett, Henrik Zetterberg, Eric B. Larson, Derek B. Archer, Susan M. Resnick, Gary W. Beecham, William J. Jagust, Reisa A. Sperling, Thomas J. Montine, Sterling C. Johnson, Kaj Blennow, and Yuetiva Deming
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Amyloid ,Epidemiology ,business.industry ,Health Policy ,Amyloidosis ,Disease ,medicine.disease ,Bioinformatics ,Genome ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Meta-analysis ,medicine ,Neurology (clinical) ,Geriatrics and Gerontology ,business ,Pathological - Published
- 2020
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10. Development and Validation of the Automated Imaging Differentiation in Parkinsonism (AID-P): A Multi-Site Machine Learning Study
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Martijn L.T.M. Müller, Daniel M. Corcos, Winston T. Chu, Florian Krismer, Klaus Seppi, Nikolaus R. McFarland, Ruogu Fang, Todd B. Parrish, Stephen A. Coombes, Michael S. Okun, David E. Vaillancourt, Guangwei Du, Ellen Herschel, Johanna L. McCracken, Hong Li, Angelos Barmpoutis, Trina Mitchell, Ajay S. Kurani, Song Lai, Nicolaas I. Bohnen, Tao Xie, Tanya Simuni, Mechelle M. Lewis, Ofer Pasternak, Roxana G. Burciu, Roger L. Albin, Cynthia L. Comella, Derek B. Archer, Justin T Bricker, Mieniecia L. Black, and Xuemei Huang
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Male ,Movement disorders ,Medicine (miscellaneous) ,Health Informatics ,Machine learning ,computer.software_genre ,lcsh:Computer applications to medicine. Medical informatics ,Article ,Progressive supranuclear palsy ,Cohort Studies ,Machine Learning ,Atrophy ,Health Information Management ,Parkinsonian Disorders ,Germany ,Fractional anisotropy ,medicine ,Image Processing, Computer-Assisted ,Humans ,Decision Sciences (miscellaneous) ,Aged ,business.industry ,Parkinsonism ,Brain ,Reproducibility of Results ,Parkinson Disease ,Gold standard (test) ,Middle Aged ,Multiple System Atrophy ,medicine.disease ,United States ,nervous system diseases ,Clinical trial ,Diffusion Magnetic Resonance Imaging ,Austria ,Cohort ,Anisotropy ,lcsh:R858-859.7 ,Female ,Artificial intelligence ,Supranuclear Palsy, Progressive ,medicine.symptom ,business ,computer ,Biomarkers - Abstract
Summary Background Development of valid, non-invasive biomarkers for parkinsonian syndromes is crucially needed. We aimed to assess whether non-invasive diffusion-weighted MRI can distinguish between parkinsonian syndromes using an automated imaging approach. Methods We did an international study at 17 MRI centres in Austria, Germany, and the USA. We used diffusion-weighted MRI from 1002 patients and the Movement Disorders Society Unified Parkinson's Disease Rating Scale part III (MDS-UPDRS III) to develop and validate disease-specific machine learning comparisons using 60 template regions and tracts of interest in Montreal Neurological Institute space between Parkinson's disease and atypical parkinsonism (multiple system atrophy and progressive supranuclear palsy) and between multiple system atrophy and progressive supranuclear palsy. For each comparison, models were developed on a training and validation cohort and evaluated in an independent test cohort by quantifying the area under the curve (AUC) of receiving operating characteristic curves. The primary outcomes were free water and free-water-corrected fractional anisotropy across 60 different template regions. Findings In the test cohort for disease-specific comparisons, the diffusion-weighted MRI plus MDS-UPDRS III model (Parkinson's disease vs atypical parkinsonism had an AUC 0·962; multiple system atrophy vs progressive supranuclear palsy AUC 0·897) and diffusion-weighted MRI only model had high AUCs (Parkinson's disease vs atypical parkinsonism AUC 0·955; multiple system atrophy vs progressive supranuclear palsy AUC 0·926), whereas the MDS-UPDRS III only models had significantly lower AUCs (Parkinson's disease vs atypical parkinsonism 0·775; multiple system atrophy vs progressive supranuclear palsy 0·582). These results indicate that a non-invasive imaging approach is capable of differentiating forms of parkinsonism comparable to current gold standard methods. Interpretations This study provides an objective, validated, and generalisable imaging approach to distinguish different forms of parkinsonian syndromes using multisite diffusion-weighted MRI cohorts. The diffusion-weighted MRI method does not involve radioactive tracers, is completely automated, and can be collected in less than 12 min across 3T scanners worldwide. The use of this test could positively affect the clinical care of patients with Parkinson's disease and parkinsonism and reduce the number of misdiagnosed cases in clinical trials. Funding National Institutes of Health and Parkinson's Foundation.
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- 2020
11. Advanced diffusion imaging to track progression in Parkinson’s disease, multiple system atrophy, and progressive supranuclear palsy
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Trina Mitchell, Bradley J. Wilkes, Derek B. Archer, Winston T. Chu, Stephen A. Coombes, Song Lai, Nikolaus R. McFarland, Michael S. Okun, Mieniecia L. Black, Ellen Herschel, Tanya Simuni, Cynthia Comella, Mitra Afshari, Tao Xie, Hong Li, Todd B. Parrish, Ajay S. Kurani, Daniel M. Corcos, and David E. Vaillancourt
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Cross-Sectional Studies ,Parkinsonian Disorders ,Neurology ,Cognitive Neuroscience ,Humans ,Water ,Parkinson Disease ,Radiology, Nuclear Medicine and imaging ,Supranuclear Palsy, Progressive ,Neurology (clinical) ,Multiple System Atrophy - Abstract
Advanced diffusion imaging which accounts for complex tissue properties, such as crossing fibers and extracellular fluid, may detect longitudinal changes in widespread pathology in atypical Parkinsonian syndromes. We implemented fixel-based analysis, Neurite Orientation and Density Imaging (NODDI), and free-water imaging in Parkinson's disease (PD), multiple system atrophy (MSAp), progressive supranuclear palsy (PSP), and controls longitudinally over one year. Further, we used these three advanced diffusion imaging techniques to investigate longitudinal progression-related effects in key white matter tracts and gray matter regions in PD and two common atypical Parkinsonian disorders. Fixel-based analysis and free-water imaging revealed longitudinal declines in a greater number of descending sensorimotor tracts in MSAp and PSP compared to PD. In contrast, only the primary motor descending sensorimotor tract had progressive decline over one year, measured by fiber density (FD), in PD compared to that in controls. PSP was characterized by longitudinal impairment in multiple transcallosal tracts (primary motor, dorsal and ventral premotor, pre-supplementary motor, and supplementary motor area) as measured by FD, whereas there were no transcallosal tracts with longitudinal FD impairment in MSAp and PD. In addition, free-water (FW) and FW-corrected fractional anisotropy (FAt) in gray matter regions showed longitudinal changes over one year in regions that have previously shown cross-sectional impairment in MSAp (putamen) and PSP (substantia nigra, putamen, subthalamic nucleus, red nucleus, and pedunculopontine nucleus). NODDI did not detect any longitudinal white matter tract progression effects and there were few effects in gray matter regions across Parkinsonian disorders. All three imaging methods were associated with change in clinical disease severity across all three Parkinsonian syndromes. These results identify novel extra-nigral and extra-striatal longitudinal progression effects in atypical Parkinsonian disorders through the application of multiple diffusion methods that are related to clinical disease progression. Moreover, the findings suggest that fixel-based analysis and free-water imaging are both particularly sensitive to these longitudinal changes in atypical Parkinsonian disorders.
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- 2022
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12. Cortical dynamics within and between parietal and motor cortex in essential tremor
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Derek B. Archer, Jae Woo Chung, Arnab Roy, Stephen A. Coombes, Christopher W. Hess, Michael S. Okun, David E. Vaillancourt, and Aparna Wagle Shukla
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Male ,0301 basic medicine ,Motor circuit ,Essential Tremor ,Posterior parietal cortex ,Article ,03 medical and health sciences ,0302 clinical medicine ,Feedback, Sensory ,Cerebellum ,Tremor ,Network level ,Source localization ,Image Processing, Computer-Assisted ,medicine ,Humans ,Aged ,Brain Mapping ,Essential tremor ,business.industry ,Motor Cortex ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,nervous system diseases ,Functional imaging ,030104 developmental biology ,medicine.anatomical_structure ,Neurology ,Cortical oscillations ,Female ,Neurology (clinical) ,business ,Neuroscience ,030217 neurology & neurosurgery ,Motor cortex - Abstract
Background Evidence from functional imaging in essential tremor suggests that activity within parietal and motor cortices may be associated with worsening of tremor at increased visual feedback. Objectives Examine how cortical oscillations within these regions and the connectivity between these regions is associated with worsening of tremor in essential tremor in response to high visual feedback. Method The study included 24 essential tremor participants and 17 controls. We measured cortical activity and tremor magnitude at low and high feedback conditions. Cortical activity was measured using high-density electroencephalogram and isolated using source localization. Results Changes in power across feedback in the 4-12 Hz and 12-30 Hz bands were reduced within the contralateral motor cortex of essential tremor patients compared to controls. The 12-30 Hz bidirectional connectivity between the parietal and contralateral motor cortex was decreased in essential tremor patients. Worsening of tremor from low to high visual feedback was associated with 4-12 Hz activity in contralateral motor cortex. The greatest separation between groups was found when using the difference of the contralateral motor cortex activity at high and low feedback, rather than either feedback condition alone. Conclusion Our findings provide new evidence that tremor in essential tremor is associated with reduced power across feedback in the motor cortex and reduced connectivity between the parietal and motor cortices. Combined with previous work on the cerebellar-thalamo-cortical motor circuit, our findings suggest that the network level disturbances associated with essential tremor extend to the cortico-cortical pathway between the parietal cortex and motor cortex. © 2018 International Parkinson and Movement Disorder Society.
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- 2018
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13. Free-water and free-water corrected fractional anisotropy in primary and premotor corticospinal tracts in chronic stroke
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Derek B. Archer, Carolynn Patten, and Stephen A. Coombes
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Radiological and Ultrasound Technology ,05 social sciences ,Partial volume ,Anatomy ,medicine.disease ,050105 experimental psychology ,Lesion ,White matter ,03 medical and health sciences ,Grip strength ,0302 clinical medicine ,medicine.anatomical_structure ,Neurology ,Corticospinal tract ,Fractional anisotropy ,medicine ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,medicine.symptom ,Psychology ,Stroke ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Measures from diffusion MRI have been used to characterize the corticospinal tract in chronic stroke. However, diffusivity can be influenced by partial volume effects from free-water, region of interest placement, and lesion masking. We collected diffusion MRI from a cohort of chronic stroke patients and controls and used a bitensor model to calculate free-water corrected fractional anisotropy (FAT) and free water (FW) in the primary motor corticospinal tract (M1-CST) and the dorsal premotor corticospinal tract (PMd-CST). Region of interest analyses and whole-tract slice-by-slice analyses were used to assess between-group differences in FAT and FW in each tract. Correlations between FAT and FW and grip strength were also examined. Following lesion masking and correction for multiple comparisons, relative increases in FW were found for the stroke group in large portions of the M1-CST and PMd-CST in the lesioned hemisphere. FW in cortical regions was the strongest predictor of grip strength in the stroke group. Our findings also demonstrated that FAT is sensitive to the direct effects of the lesion itself, thus after controlling for the lesion, differences in FAT in nonlesioned tissue were small and generally similar between hemispheres and groups. Our observations suggest that FW may be a robust biological measurement that can be used to assess microstructure in residual white matter after stroke. Hum Brain Mapp, 2017. © 2017 Wiley Periodicals, Inc.
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- 2017
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14. A Template and Probabilistic Atlas of the Human Sensorimotor Tracts using Diffusion MRI
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David E. Vaillancourt, Derek B. Archer, and Stephen A. Coombes
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Adult ,Male ,Internal capsule ,Computer science ,Cognitive Neuroscience ,Datasets as Topic ,050105 experimental psychology ,White matter ,Premotor cortex ,Young Adult ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Neural Pathways ,Connectome ,medicine ,Humans ,0501 psychology and cognitive sciences ,Aged ,Probability ,Cerebral Cortex ,Brain Mapping ,Supplementary motor area ,05 social sciences ,Original Articles ,White Matter ,Stroke ,Diffusion Magnetic Resonance Imaging ,medicine.anatomical_structure ,Female ,Primary motor cortex ,Neuroscience ,Algorithms ,030217 neurology & neurosurgery ,Tractography ,Diffusion MRI - Abstract
The purpose of this study was to develop a high-resolution sensorimotor area tract template (SMATT) which segments corticofugal tracts based on 6 cortical regions in primary motor cortex, dorsal premotor cortex, ventral premotor cortex, supplementary motor area (SMA), pre-supplementary motor area (preSMA), and primary somatosensory cortex using diffusion tensor imaging. Individual probabilistic tractography analyses were conducted in 100 subjects using the highest resolution data currently available. Tractography results were refined using a novel algorithm to objectively determine slice level thresholds that best minimized overlap between tracts while preserving tract volume. Consistent with tracing studies in monkey and rodent, our observations show that cortical topography is generally preserved through the internal capsule, with the preSMA tract remaining most anterior and the primary somatosensory tract remaining most posterior. We combine our results into a freely available white matter template named the SMATT. We also provide a probabilistic SMATT that quantifies the extent of overlap between tracts. Finally, we assess how the SMATT operates at the individual subject level in another independent data set, and in an individual after stroke. The SMATT and probabilistic SMATT provide new tools that segment and label sensorimotor tracts at a spatial resolution not previously available.
- Published
- 2017
- Full Text
- View/download PDF
15. Automated classification of pain perception using high-density electroencephalography data
- Author
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Wei-en Wang, Gaurav Misra, Derek B. Archer, Arnab Roy, and Stephen A. Coombes
- Subjects
Male ,0301 basic medicine ,Adolescent ,Visual Analog Scale ,Physiology ,media_common.quotation_subject ,Pain ,Stimulus (physiology) ,Electroencephalography ,Brain mapping ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Physical Stimulation ,Perception ,medicine ,Humans ,Prefrontal cortex ,media_common ,Cerebral Cortex ,Psychiatric Status Rating Scales ,Brain Mapping ,Electronic Data Processing ,medicine.diagnostic_test ,General Neuroscience ,Temperature ,Chronic pain ,Pain Perception ,Neurophysiology ,medicine.disease ,030104 developmental biology ,medicine.anatomical_structure ,Cerebral cortex ,Female ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Research Article - Abstract
The translation of brief, millisecond-long pain-eliciting stimuli to the subjective perception of pain is associated with changes in theta, alpha, beta, and gamma oscillations over sensorimotor cortex. However, when a pain-eliciting stimulus continues for minutes, regions beyond the sensorimotor cortex, such as the prefrontal cortex, are also engaged. Abnormalities in prefrontal cortex have been associated with chronic pain states, but conventional, millisecond-long EEG paradigms do not engage prefrontal regions. In the current study, we collected high-density EEG data during an experimental paradigm in which subjects experienced a 4-s, low- or high-intensity pain-eliciting stimulus. EEG data were analyzed using independent component analyses, EEG source localization analyses, and measure projection analyses. We report three novel findings. First, an increase in pain perception was associated with an increase in gamma and theta power in a cortical region that included medial prefrontal cortex. Second, a decrease in lower beta power was associated with an increase in pain perception in a cortical region that included the contralateral sensorimotor cortex. Third, we used machine learning for automated classification of EEG data into low- and high-pain classes. Theta and gamma power in the medial prefrontal region and lower beta power in the contralateral sensorimotor region served as features for classification. We found a leave-one-out cross-validation accuracy of 89.58%. The development of biological markers for pain states continues to gain traction in the literature, and our findings provide new information that advances this body of work.NEW & NOTEWORTHY The development of a biological marker for pain continues to gain traction in literature. Our findings show that high- and low-pain perception in human subjects can be classified with 89% accuracy using high-density EEG data from prefrontal cortex and contralateral sensorimotor cortex. Our approach represents a novel neurophysiological paradigm that advances the literature on biological markers for pain.
- Published
- 2017
- Full Text
- View/download PDF
16. Neurite orientation dispersion and density imaging (NODDI) and free-water imaging in Parkinsonism
- Author
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Mieniecia L. Black, Stephen A. Coombes, Ajay S. Kurani, Tanya Simuni, Daniel M. Corcos, Derek B. Archer, Nikolaus R. McFarland, Michael S. Okun, Trina Mitchell, David E. Vaillancourt, Tao Xie, Hong Li, Todd B. Parrish, Cynthia L. Comella, Winston T. Chu, Bradley J. Wilkes, Song Lai, and Ellen Herschel
- Subjects
Male ,Thalamus ,Substantia nigra ,Biology ,Corpus callosum ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Parkinsonian Disorders ,Basal ganglia ,Fractional anisotropy ,medicine ,Neurites ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Research Articles ,Aged ,Radiological and Ultrasound Technology ,Parkinsonism ,05 social sciences ,Brain ,Parkinson Disease ,Middle Aged ,medicine.disease ,nervous system diseases ,Globus pallidus ,Diffusion Magnetic Resonance Imaging ,Neurology ,nervous system ,Female ,Neurology (clinical) ,Anatomy ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Neurite orientation dispersion and density imaging (NODDI) uses a three-compartment model to probe brain tissue microstructure, whereas free-water (FW) imaging models two-compartments. It is unknown if NODDI detects more disease-specific effects related to neurodegeneration in Parkinson's disease (PD) and atypical Parkinsonism. We acquired multi- and single-shell diffusion imaging at 3 Tesla across two sites. NODDI (using multi-shell; isotropic volume [Viso]; intracellular volume [Vic]; orientation dispersion [ODI]) and FW imaging (using single-shell; FW; free-water corrected fractional anisotropy [FAt]) were compared with 44 PD, 21 multiple system atrophy Parkinsonian variant (MSAp), 26 progressive supranuclear palsy (PSP), and 24 healthy control subjects in the basal ganglia, midbrain/thalamus, cerebellum, and corpus callosum. There was elevated Viso in posterior substantia nigra across Parkinsonisms, and Viso, Vic, and ODI were altered in MSAp and PSP in the striatum, globus pallidus, midbrain, thalamus, cerebellum, and corpus callosum relative to controls. The mean effect size across regions for Viso was 0.163, ODI 0.131, Vic 0.122, FW 0.359, and FAt 0.125, with extracellular compartments having the greatest effect size. A key question addressed was if these techniques discriminate PD and atypical Parkinsonism. Both NODDI (AUC: 0.945) and FW imaging (AUC: 0.969) had high accuracy, with no significant difference between models. This study provides new evidence that NODDI and FW imaging offer similar discriminability between PD and atypical Parkinsonism, and FW had higher effect sizes for detecting Parkinsonism within regions across the basal ganglia and cerebellum.
- Published
- 2019
17. DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification
- Author
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Baba C. Vemuri, Monami Banerjee, Rudrasis Chakraborty, Derek B. Archer, and David E. Vaillancourt
- Subjects
Computer science ,Generalization ,business.industry ,Pattern recognition ,Positive-definite matrix ,computer.software_genre ,Convolutional neural network ,Manifold ,Matrix (mathematics) ,Voxel ,Grassmannian ,Orthogonal group ,Artificial intelligence ,business ,computer ,Diffusion MRI - Abstract
Convolutional neural networks are ubiquitous in Machine Learning applications for solving a variety of problems. They however can not be used in their native form when the domain of the data is commonly encountered manifolds such as the sphere, the special orthogonal group, the Grassmannian, the manifold of symmetric positive definite matrices and others. Most recently, generalization of CNNs to Riemannian homogeneous spaces have been reported in literature. In this work, we propose an end-to-end CNN architecture for classification of diffusion MRI (dMRI) signals, dubbed dMR-CNN. In each voxel of the dMRI scan, the signal is acquired as a real number along each diffusion sensitizing magnetic field direction over a hemisphere of directions in 3D. Hence, in each voxel, we have a function $f : \mathbf { S } ^ { 2 } \times P _ { 1 } \rightarrow \mathbf { R }$. We formulate a definition of correlation on this space to extract intra-voxel features and then use standard CNN model to capture the spatial interactions between the intra-voxel features. Our proposed framework comprises of architectures to extract these intra- and inter- voxel features. We present an experimental setup to classify dMRI scans acquired from a cohort of 44 Parkinson Disease patients and 50 control$/$normal subjects.
- Published
- 2019
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18. Microstructural properties of premotor pathways predict visuomotor performance in chronic stroke
- Author
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Derek B. Archer, Gaurav Misra, Carolynn Patten, and Stephen A. Coombes
- Subjects
Pyramidal tracts ,genetic structures ,Radiological and Ultrasound Technology ,05 social sciences ,050105 experimental psychology ,Premotor cortex ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Neurology ,Fractional anisotropy ,Corticospinal tract ,medicine ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Anatomy ,Primary motor cortex ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Motor skill ,Motor cortex ,Tractography - Abstract
Microstructural properties of the corticospinal tract (CST) descending from the motor cortex predict strength and motor skill in the chronic phase after stroke. Much less is known about the relation between brain microstructure and visuomotor processing after stroke. In this study, individual's poststroke and age-matched controls performed a unimanual force task separately with each hand at three levels of visual gain. We collected diffusion MRI data and used probabilistic tractography algorithms to identify the primary and premotor CSTs. Fractional anisotropy (FA) within each tract was used to predict changes in force variability across different levels of visual gain. Our observations revealed that individuals poststroke reduced force variability with an increase in visual gain, performed the force task with greater variability as compared with controls across all gain levels, and had lower FA in the primary motor and premotor CSTs. Our results also demonstrated that the CST descending from the premotor cortex, rather than the primary motor cortex, best predicted force variability. Together, these findings demonstrate that the microstructural properties of the premotor CST predict visual gain-related changes in force variability in individuals poststroke. Hum Brain Mapp 37:2039-2054, 2016. © 2016 Wiley Periodicals, Inc.
- Published
- 2016
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- View/download PDF
19. Reply: Visually-sensitive networks in essential tremor: evidence from structural and functional imaging
- Author
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David E. Vaillancourt, Winston T. Chu, Roxana G. Burciu, Derek B. Archer, Michael S. Okun, Jae Woo Chung, Stephen A. Coombes, and Aparna Wagle Shukla
- Subjects
0301 basic medicine ,Brain Mapping ,Essential tremor ,Extramural ,business.industry ,Essential Tremor ,MEDLINE ,medicine.disease ,Brain mapping ,Functional imaging ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Text mining ,Neural Pathways ,Medicine ,Humans ,Neurology (clinical) ,business ,Neuroscience ,030217 neurology & neurosurgery - Published
- 2018
20. Visual feedback alters force control and functional activity in the visuomotor network after stroke
- Author
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Gaurav Misra, Derek B. Archer, Carolynn Patten, Nyeonju Kang, Stephen A. Coombes, and Shannon Marble
- Subjects
Male ,genetic structures ,Brain activity and meditation ,lcsh:RC346-429 ,0302 clinical medicine ,Feedback, Sensory ,Visuomotor network ,Stroke ,Supplementary motor area ,Hand Strength ,Ipsilateral M1 ,05 social sciences ,Rehabilitation ,fMRI ,Stroke Rehabilitation ,Brain ,Regular Article ,Middle Aged ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Neurology ,Neurological ,lcsh:R858-859.7 ,Female ,Primary motor cortex ,Psychology ,Adult ,Cognitive Neuroscience ,1.1 Normal biological development and functioning ,lcsh:Computer applications to medicine. Medical informatics ,050105 experimental psychology ,Feedback ,Premotor cortex ,03 medical and health sciences ,Underpinning research ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Eye Disease and Disorders of Vision ,lcsh:Neurology. Diseases of the nervous system ,Aged ,Sensory ,Neurosciences ,Inferior parietal lobule ,Recovery of Function ,Neurophysiology ,Force control ,medicine.disease ,Visual feedback ,Brain Disorders ,Visual cortex ,Physical Rehabilitation ,Neurology (clinical) ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Modulating visual feedback may be a viable option to improve motor function after stroke, but the neurophysiological basis for this improvement is not clear. Visual gain can be manipulated by increasing or decreasing the spatial amplitude of an error signal. Here, we combined a unilateral visually guided grip force task with functional MRI to understand how changes in the gain of visual feedback alter brain activity in the chronic phase after stroke. Analyses focused on brain activation when force was produced by the most impaired hand of the stroke group as compared to the non-dominant hand of the control group. Our experiment produced three novel results. First, gain-related improvements in force control were associated with an increase in activity in many regions within the visuomotor network in both the stroke and control groups. These regions include the extrastriate visual cortex, inferior parietal lobule, ventral premotor cortex, cerebellum, and supplementary motor area. Second, the stroke group showed gain-related increases in activity in additional regions of lobules VI and VIIb of the ipsilateral cerebellum. Third, relative to the control group, the stroke group showed increased activity in the ipsilateral primary motor cortex, and activity in this region did not vary as a function of visual feedback gain. The visuomotor network, cerebellum, and ipsilateral primary motor cortex have each been targeted in rehabilitation interventions after stroke. Our observations provide new insight into the role these regions play in processing visual gain during a precisely controlled visuomotor task in the chronic phase after stroke., Highlights • Increased visual gain engaged visuomotor network in stroke and control groups. • Stroke group also showed visual gain effect in cerebellar lobule VI/VIIb. • Stroke group showed increased contralesional M1 activity for all visual gain levels.
- Published
- 2018
21. Motor-Evoked Pain Increases Force Variability in Chronic Jaw Pain
- Author
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Gaurav Misra, Arnab Roy, Derek B. Archer, Roger B. Fillingim, Margarete C. Ribeiro-Dasilva, Wei-en Wang, and Stephen A. Coombes
- Subjects
Musculoskeletal pain ,Adult ,Male ,medicine.medical_specialty ,Movement ,Bite Force ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Musculoskeletal Pain ,Motor system ,medicine ,Humans ,Depression (differential diagnoses) ,business.industry ,Chronic pain ,Motor control ,030206 dentistry ,Temporomandibular Joint Disorders ,medicine.disease ,Intensity (physics) ,Evoked pain ,Anesthesiology and Pain Medicine ,Neurology ,Jaw ,Anxiety ,Female ,Neurology (clinical) ,medicine.symptom ,Chronic Pain ,business ,030217 neurology & neurosurgery ,Muscle Contraction - Abstract
Musculoskeletal pain changes how people move. Although experimental pain is associated with increases in the variability of motor output, it is not clear whether motor-evoked pain in clinical conditions is also associated with increases in variability. In the current study, we measured jaw force production during a visually guided force paradigm in which individuals with chronic jaw pain and control subjects produced force at 2% of their maximum voluntary contraction (low target force level) and at 15% of their maximum voluntary contraction (high target force level). State measures of pain were collected before and after each trial. Trait measures of pain intensity and pain interference, self-report measures of jaw function, and measures of depression, anxiety, and fatigue were also collected. We showed that the chronic jaw pain group exhibited greater force variability compared with controls irrespective of the force level, whereas the accuracy of force production did not differ between groups. Furthermore, predictors of force variability shifted from trait measures of pain intensity and pain interference at the low force level to state measures of pain intensity at the high force level. Our observations show that motor-evoked jaw pain is associated with increases in force variability that are predicted by a combination of trait measures and state measures of pain intensity and pain interference. Perspective Chronic jaw pain is characterized by increases in variability during force production, which can be predicted by pain intensity and pain interference. This report could help clinicians better understand the long-term consequences of chronic jaw pain on the motor system.
- Published
- 2017
22. Progression marker of Parkinson's disease: a 4-year multi-site imaging study
- Author
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Derek B. Archer, David E. Vaillancourt, Edward Ofori, Nikolaus R. McFarland, Ofer Pasternak, Roxana G. Burciu, Michael S. Okun, and Samuel S. Wu
- Subjects
0301 basic medicine ,Male ,medicine.medical_specialty ,Parkinson's disease ,Substantia nigra ,Neuroimaging ,Disease ,Gastroenterology ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,free water ,Basal ganglia ,Medicine ,Humans ,Longitudinal Studies ,Dopamine transporter ,Dopamine Plasma Membrane Transport Proteins ,medicine.diagnostic_test ,biology ,business.industry ,Putamen ,Water ,imaging ,biomarkers ,Magnetic resonance imaging ,Parkinson Disease ,Original Articles ,Middle Aged ,medicine.disease ,Corpus Striatum ,nervous system diseases ,3. Good health ,Substantia Nigra ,030104 developmental biology ,Diffusion Magnetic Resonance Imaging ,Case-Control Studies ,basal ganglia ,biology.protein ,Disease Progression ,Parkinson’s disease ,Female ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Cohort study - Abstract
Progression markers of Parkinson’s disease are crucial for therapeutic development. Burciu et al. validate free-water in the substantia nigra as a progression marker at one- and four-year follow-up, in an international cohort of de novo Parkinson’s disease. One-year changes in free-water predict the progression of motor symptoms over four years., Progression markers of Parkinson’s disease are crucial for successful therapeutic development. Recently, a diffusion magnetic resonance imaging analysis technique using a bitensor model was introduced allowing the estimation of the fractional volume of free water within a voxel, which is expected to increase in neurodegenerative disorders such as Parkinson’s disease. Prior work demonstrated that free water in the posterior substantia nigra was elevated in Parkinson’s disease compared to controls across single- and multi-site cohorts, and increased over 1 year in Parkinson’s disease but not in controls at a single site. Here, the goal was to validate free water in the posterior substantia nigra as a progression marker in Parkinson’s disease, and describe the pattern of progression of free water in patients with a 4-year follow-up tested in a multicentre international longitudinal study of de novo Parkinson’s disease (http://www.ppmi-info.org/). The analyses examined: (i) 1-year changes in free water in 103 de novo patients with Parkinson’s disease and 49 controls; (ii) 2- and 4-year changes in free water in a subset of 46 patients with Parkinson’s disease imaged at baseline, 12, 24, and 48 months; (iii) whether 1- and 2-year changes in free water predict 4-year changes in the Hoehn and Yahr scale; and (iv) the relationship between 4-year changes in free water and striatal binding ratio in a subgroup of Parkinson’s disease who had undergone both diffusion and dopamine transporter imaging. Results demonstrated that: (i) free water level in the posterior substantia nigra increased over 1 year in de novo Parkinson’s disease but not in controls; (ii) free water kept increasing over 4 years in Parkinson’s disease; (iii) sex and baseline free water predicted 4-year changes in free water; (iv) free water increases over 1 and 2 years were related to worsening on the Hoehn and Yahr scale over 4 years; and (v) the 4-year increase in free water was associated with the 4-year decrease in striatal binding ratio in the putamen. Importantly, all longitudinal results were consistent across sites. In summary, this study demonstrates an increase over 1 year in free water in the posterior substantia nigra in a large cohort of de novo patients with Parkinson’s disease from a multi-site cohort study and no change in healthy controls, and further demonstrates an increase of free water in Parkinson’s disease over the course of 4 years. A key finding was that results are consistent across sites and the 1-year and 2-year increase in free water in the posterior substantia nigra predicts subsequent long-term progression on the Hoehn and Yahr staging system. Collectively, these findings demonstrate that free water in the posterior substantia nigra is a valid, progression imaging marker of Parkinson’s disease, which may be used in clinical trials of disease-modifying therapies.
- Published
- 2017
23. Smile without euphoria induced by deep brain stimulation: a case report
- Author
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Derek B. Archer, David E. Vaillancourt, Janine Wolf, Stephen A. Coombes, Michael S. Okun, Anhar Hassan, Ihtsham Haq, Kelly D. Foote, and Takashi Morishita
- Subjects
Deep brain stimulation ,Deep Brain Stimulation ,medicine.medical_treatment ,Pain ,Stimulation ,Smiling ,Euphoriant ,Arts and Humanities (miscellaneous) ,Internal Capsule ,medicine ,Humans ,Pain Management ,Aged ,Dystonia ,Dysesthesia ,Ventral striatum ,Chronic pain ,Euphoria ,medicine.disease ,Stroke ,medicine.anatomical_structure ,Allodynia ,Anesthesia ,Ventral Striatum ,Female ,Neurology (clinical) ,medicine.symptom ,Psychology - Abstract
Poststroke central pain (PSCP) can be a debilitating medication-refractory disorder. We report a single case where right unilateral ventral capsule/ventral striatum (VC/VS) deep brain stimulation was used to treat PSCP and inadvertently induced a smile without euphoria. The patient was a 69 year-old woman who had a stroke with resultant dysesthesia and allodynia in her left hemibody and also a painful left hemibody dystonia. In her case, VC/VS stimulation induced a smile phenomenon, but without a euphoric sensation. This phenomenon was different from the typical smile responses we have observed in obsessive-compulsive disorder cases. This difference was considered to be possibly attributable to impairment in the emotional smile pathway.
- Published
- 2014
- Full Text
- View/download PDF
24. The Effect of Rotating Platform TKA on Strain Distribution and Torque Transmission on the Proximal Tibia
- Author
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Renee D. Rogge, Michael E. Berend, Jordan W. Oja, Scott R. Small, Merrill A. Ritter, Robert A. Malinzak, and Derek B. Archer
- Subjects
Reoperation ,musculoskeletal diseases ,Digital image correlation ,medicine.medical_specialty ,Knee Joint ,Torque transmission ,Total knee arthroplasty ,Prosthesis Design ,Proximal tibia ,Humans ,Medicine ,Torque ,Orthopedics and Sports Medicine ,Arthroplasty, Replacement, Knee ,Tibia ,business.industry ,Models, Theoretical ,musculoskeletal system ,Biomechanical Phenomena ,Fixed bearing ,Surgery ,Strain distribution ,Stress, Mechanical ,Strain response ,Knee Prosthesis ,business ,Biomedical engineering - Abstract
Limited experimental data exist comparing the mechanical response of the tibial cortex between fixed and rotating platform (RP) total knee arthroplasty (TKA), particularly in the revision setting. We asked if RP-TKA significantly affects tibiofemoral torque and cortical stain response in both the primary and revision settings. Fixed and RP tibial trays were implanted into analogue tibias and biomechanically tested under axial and torsional loading. Torque and strain response were analyzed using digital image correlation. Fixed bearing designs exhibited 13.8 times greater torque (P0.01), and 69% (P0.01) higher cortical strain than RP designs. Strain response was similar in the primary and revision cohorts. The decrease in torque transfer could act as a safeguard to reduce stress, micromotion and torsional fatigue in scenario of poor bone stock.
- Published
- 2014
- Full Text
- View/download PDF
25. Effects of a Force Production Task and a Working Memory Task on Pain Perception
- Author
-
Stephen A. Coombes, Gaurav Misra, Tiffany A. Paris, and Derek B. Archer
- Subjects
Adult ,Male ,medicine.medical_specialty ,Hot Temperature ,Adolescent ,medicine.medical_treatment ,Analgesic ,Pain ,Isometric exercise ,Stimulus (physiology) ,behavioral disciplines and activities ,Physical medicine and rehabilitation ,Physical Stimulation ,Hand strength ,medicine ,Humans ,Pain Management ,Attention ,Rehabilitation ,Hand Strength ,Working memory ,Pain Perception ,Cognition ,Memory, Short-Term ,Anesthesiology and Pain Medicine ,Neurology ,Physical therapy ,Female ,Neurology (clinical) ,Analgesia ,Psychology ,psychological phenomena and processes - Abstract
The goal in the current study was to examine the analgesic effects of a pinch grip-force production task and a working memory task when pain-eliciting thermal stimulation was delivered simultaneously to the left or right hand during task performance. Control conditions for visual distraction and thermal stimulation were included, and force performance measures and working memory performance measures were collected and analyzed. Our experiments revealed 3 novel findings. First, we showed that accurate isometric force contractions elicit an analgesic effect when pain-eliciting thermal stimulation was delivered during task performance. Second, the magnitude of the analgesic effect was not different when the pain-eliciting stimulus was delivered to the left or right hand during the force task or the working memory task. Third, we found no correlation between analgesia scores during the force task and the working memory task. Our findings have clinical implications for rehabilitation settings because they suggest that acute force production by one limb influences pain perception that is simultaneously experienced in another limb. From a theoretical perspective, we interpret our findings on force and memory driven analgesia in the context of a centralized pain inhibitory response. Perspective This article shows that force production and working memory have analgesic effects irrespective of which side of the body pain is experienced on. Analgesia scores were not correlated, however, suggesting that some individuals experience more pain relief from a force task as compared to a working memory task and vice versa.
- Published
- 2013
- Full Text
- View/download PDF
26. Tibial Loading After UKA: Evaluation of Tibial Slope, Resection Depth, Medial Shift and Component Rotation
- Author
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Scott R. Small, Merrill A. Ritter, Renee D. Rogge, Michael E. Berend, Derek B. Archer, and Amanda L. Kingman
- Subjects
musculoskeletal diseases ,Orthodontics ,medicine.medical_specialty ,Digital image correlation ,Knee Joint ,Tibia ,business.industry ,medicine.medical_treatment ,Instrumentation ,Biomechanics ,Osteoarthritis, Knee ,Rotation ,Sagittal plane ,Biomechanical Phenomena ,Resection ,Surgery ,medicine.anatomical_structure ,medicine ,Humans ,Orthopedics and Sports Medicine ,Arthroplasty, Replacement, Knee ,Unicompartmental knee arthroplasty ,business ,Strain gauge - Abstract
With increased precision in alignment offered by new generations of instrumentation and customized guides, this study was designed to establish a biomechanically-based target alignment for the balance of tibial loading in order to diminish the likelihood of pain and subsidence related to mechanical overload post-UKA. Sixty composite tibias were implanted with Oxford UKA tibial components with varied sagittal slope, resection depth, rotation and medial shift using patient matched instrumentation. Digital image correlation and strain gage analysis was conducted in static loading to evaluate strain distribution as a result of component alignment. In this model, minimal distal resection and most lateral positioning, neutral component rotation, and 3° of slope (from mechanical axis) exhibited the most balanced strain response to loading following UKA.
- Published
- 2013
- Full Text
- View/download PDF
27. Free-water and free-water corrected fractional anisotropy in primary and premotor corticospinal tracts in chronic stroke
- Author
-
Derek B, Archer, Carolynn, Patten, and Stephen A, Coombes
- Subjects
Adult ,Aged, 80 and over ,Male ,Hand Strength ,Motor Cortex ,Pyramidal Tracts ,Middle Aged ,White Matter ,Brain Ischemia ,Stroke ,Diffusion Magnetic Resonance Imaging ,Body Water ,Chronic Disease ,Humans ,Female ,Research Articles ,Aged - Abstract
Measures from diffusion MRI have been used to characterize the corticospinal tract in chronic stroke. However, diffusivity can be influenced by partial volume effects from free‐water, region of interest placement, and lesion masking. We collected diffusion MRI from a cohort of chronic stroke patients and controls and used a bitensor model to calculate free‐water corrected fractional anisotropy (FA(T)) and free water (FW) in the primary motor corticospinal tract (M1‐CST) and the dorsal premotor corticospinal tract (PMd‐CST). Region of interest analyses and whole‐tract slice‐by‐slice analyses were used to assess between‐group differences in FA(T) and FW in each tract. Correlations between FA(T) and FW and grip strength were also examined. Following lesion masking and correction for multiple comparisons, relative increases in FW were found for the stroke group in large portions of the M1‐CST and PMd‐CST in the lesioned hemisphere. FW in cortical regions was the strongest predictor of grip strength in the stroke group. Our findings also demonstrated that FA(T) is sensitive to the direct effects of the lesion itself, thus after controlling for the lesion, differences in FA(T) in nonlesioned tissue were small and generally similar between hemispheres and groups. Our observations suggest that FW may be a robust biological measurement that can be used to assess microstructure in residual white matter after stroke. Hum Brain Mapp 38:4546–4562, 2017. © 2017 Wiley Periodicals, Inc.
- Published
- 2016
28. Microstructural properties of premotor pathways predict visuomotor performance in chronic stroke
- Author
-
Derek B, Archer, Gaurav, Misra, Carolynn, Patten, and Stephen A, Coombes
- Subjects
Adult ,Male ,genetic structures ,Motor Cortex ,Pyramidal Tracts ,Middle Aged ,Magnetic Resonance Imaging ,Stroke ,Feedback, Sensory ,Motor Skills ,Chronic Disease ,Multivariate Analysis ,Image Processing, Computer-Assisted ,Visual Perception ,Humans ,Regression Analysis ,Female ,Research Articles ,Aged - Abstract
Microstructural properties of the corticospinal tract (CST) descending from the motor cortex predict strength and motor skill in the chronic phase after stroke. Much less is known about the relation between brain microstructure and visuomotor processing after stroke. In this study, individual's poststroke and age‐matched controls performed a unimanual force task separately with each hand at three levels of visual gain. We collected diffusion MRI data and used probabilistic tractography algorithms to identify the primary and premotor CSTs. Fractional anisotropy (FA) within each tract was used to predict changes in force variability across different levels of visual gain. Our observations revealed that individuals poststroke reduced force variability with an increase in visual gain, performed the force task with greater variability as compared with controls across all gain levels, and had lower FA in the primary motor and premotor CSTs. Our results also demonstrated that the CST descending from the premotor cortex, rather than the primary motor cortex, best predicted force variability. Together, these findings demonstrate that the microstructural properties of the premotor CST predict visual gain‐related changes in force variability in individuals poststroke. Hum Brain Mapp 37:2039–2054, 2016. © 2016 Wiley Periodicals, Inc.
- Published
- 2015
29. Validation of Digital Image Correlation Techniques for Strain Measurement in Biomechanical Test Models
- Author
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Derek B. Archer, Renee D. Rogge, Scott R. Small, Merrill A. Ritter, and Michael E. Berend
- Subjects
endocrine system ,Digital image correlation ,Materials science ,Strain (chemistry) ,Strain measurement ,Biomechanics ,Bending ,Composite material ,Compression (physics) ,Biomechanical test ,Strain gauge - Abstract
Many previous biomechanical studies of bone and bone substitutes have estimated strains in these materials using strain gages. The purpose of this study was to compare digital image correlation (DIC) strain measurements to those obtained from strain gages in order to assess the applicability of DIC technology to common biomechanical testing scenarios. Compression and bending tests were conducted on aluminum alloy, polyurethane foam, and laminated polyurethane foam specimens. Results showed no significant differences in the principal strain values (or the variances) between strain gage and DIC measurements on the aluminum alloy and laminated polyurethane foam specimens. There were significance differences between the principal strain measurements of the non-laminated polyurethane foam specimens, but the deviation from the theoretical results was similar for both measurement techniques. In summary, DIC techniques provide similar results to those obtained from strain gages and also provide full field strain results.
- Published
- 2013
- Full Text
- View/download PDF
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