88 results on '"Susanne G. Mueller"'
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2. Mapping internal brainstem structures using T1 and T2 weighted 3T images
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Susanne G. Mueller
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brainstem ,internal structures ,segmentation ,T1 ,T2 ,aging ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
BackgroundMany neurodegenerative diseases affect the brainstem and often do so in an early stage. The overall goal of this project was (a) to develop a method to segment internal brainstem structures from T1 and T2 weighted sequences by taking advantage of the superior myelin contrast of the T1/T2 ratio image (RATIO) and (b) to test if this approach provides biological meaningful information by investigating the effects of aging on different brainstem gray matter structures.Methods675 T1 and T2 weighted images were obtained from the Human Connectome Project Aging. The intensities of the T1 and T2 images were re-scaled and RATIO images calculated. The brainstem was isolated and k-means clustering used to identify five intensity clusters. Non-linear diffeomorphic mapping was used to warp the five intensity clusters in subject space into a common space to generate probabilistic group averages/priors that were used to inform the final probabilistic segmentations at the single subject level. The five clusters corresponded to five brainstem tissue types (two gray matters, two mixed gray/white, and 1 csf/tissue partial volume).ResultsThese cluster maps were used to calculate Jacobian determinant maps and the mean Jacobians of 48 brainstem gray matter structures extracted. Significant linear or quadratic age effects were found for all but five structures.ConclusionsThese findings suggest that it is possible to obtain a biologically meaningful segmentation of internal brainstem structures from T1 and T2 weighted sequences using a fully automated segmentation procedure.
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- 2023
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3. Progress update from the hippocampal subfields group
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Rosanna K. Olsen, Valerie A. Carr, Ana M. Daugherty, Renaud La Joie, Robert S.C. Amaral, Katrin Amunts, Jean C. Augustinack, Arnold Bakker, Andrew R. Bender, David Berron, Marina Boccardi, Martina Bocchetta, Alison C. Burggren, M. Mallar Chakravarty, Gaël Chételat, Robin deFlores, Jordan DeKraker, Song‐Lin Ding, Mirjam I. Geerlings, Yushan Huang, Ricardo Insausti, Elliott G. Johnson, Prabesh Kanel, Olga Kedo, Kristen M. Kennedy, Attila Keresztes, Joshua K. Lee, Ulman Lindenberger, Susanne G. Mueller, Elizabeth M. Mulligan, Noa Ofen, Daniela J. Palombo, Lorenzo Pasquini, John Pluta, Naftali Raz, Karen M. Rodrigue, Margaret L. Schlichting, Yee Lee Shing, Craig E.L. Stark, Trevor A. Steve, Nanthia A. Suthana, Lei Wang, Markus Werkle‐Bergner, Paul A. Yushkevich, Qijing Yu, Laura E.M. Wisse, and Hippocampal Subfields Group
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Hippocampus ,Volumetry ,Human ,Neuroimaging ,Structural imaging ,Neuroanatomy ,Neurology. Diseases of the nervous system ,RC346-429 ,Geriatrics ,RC952-954.6 - Abstract
Abstract Introduction Heterogeneity of segmentation protocols for medial temporal lobe regions and hippocampal subfields on in vivo magnetic resonance imaging hinders the ability to integrate findings across studies. We aim to develop a harmonized protocol based on expert consensus and histological evidence. Methods Our international working group, funded by the EU Joint Programme–Neurodegenerative Disease Research (JPND), is working toward the production of a reliable, validated, harmonized protocol for segmentation of medial temporal lobe regions. The working group uses a novel postmortem data set and online consensus procedures to ensure validity and facilitate adoption. Results This progress report describes the initial results and milestones that we have achieved to date, including the development of a draft protocol and results from the initial reliability tests and consensus procedures. Discussion A harmonized protocol will enable the standardization of segmentation methods across laboratories interested in medial temporal lobe research worldwide.
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- 2019
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4. Systematic comparison of different techniques to measure hippocampal subfield volumes in ADNI2
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Susanne G. Mueller, Paul A. Yushkevich, Sandhitsu Das, Lei Wang, Koen Van Leemput, Juan Eugenio Iglesias, Kate Alpert, Adam Mezher, Peter Ng, Katrina Paz, and Michael W. Weiner
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Objective: Subfield-specific measurements provide superior information in the early stages of neurodegenerative diseases compared to global hippocampal measurements. The overall goal was to systematically compare the performance of five representative manual and automated T1 and T2 based subfield labeling techniques in a sub-set of the ADNI2 population. Methods: The high resolution T2 weighted hippocampal images (T2-HighRes) and the corresponding T1 images from 106 ADNI2 subjects (41 controls, 57 MCI, 8 AD) were processed as follows. A. T1-based: 1. Freesurfer+Large-Diffeomorphic-Metric-Mapping in combination with shape analysis. 2. FreeSurfer 5.1 subfields using in-vivo atlas. B. T2-HighRes: 1. Model-based subfield segmentation using ex-vivo atlas (FreeSurfer 6.0). 2. T2-based automated multi-atlas segmentation combined with similarity-weighted voting (ASHS). 3. Manual subfield parcellation. Multiple regression analyses were used to calculate effect sizes (ES) for group, amyloid positivity in controls, and associations with cognitive/memory performance for each approach. Results: Subfield volumetry was better than whole hippocampal volumetry for the detection of the mild atrophy differences between controls and MCI (ES: 0.27 vs 0.11). T2-HighRes approaches outperformed T1 approaches for the detection of early stage atrophy (ES: 0.27 vs.0.10), amyloid positivity (ES: 0.11 vs 0.04), and cognitive associations (ES: 0.22 vs 0.19). Conclusions: T2-HighRes subfield approaches outperformed whole hippocampus and T1 subfield approaches. None of the different T2-HghRes methods tested had a clear advantage over the other methods. Each has strengths and weaknesses that need to be taken into account when deciding which one to use to get the best results from subfield volumetry.
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- 2018
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5. Brainstem atrophy in focal epilepsy destabilizes brainstem-brain interactions: Preliminary findings
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Susanne G. Mueller, Lisa M. Bateman, Maromi Nei, Alica M. Goldman, and Kenneth D. Laxer
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: MR Imaging has shown atrophy in brainstem regions that were linked to autonomic dysfunction in epilepsy patients. The brainstem projects to and modulates the activation state of several wide-spread cortical/subcortical regions. The goal was to investigate 1. Impact of brainstem atrophy on gray matter connectivity of cortical/subcortical structures and autonomic control. 2. Impact on the modulation of cortical/subcortical functional connectivity. Methods: 11 controls and 18 patients with non-lesional focal epilepsy (FE) underwent heart rate variability (HRV) measurements and a 3 T MRI (T1 in all subjects, task-free fMRI in 7 controls/ 12 FE). The brainstem was extracted, and atrophy assessed using deformation-based-morphometry. The age-corrected z-scores of the mean Jacobian determinants were extracted from 71 5x5x5 mm grids placed in brainstem regions associated with autonomic function. Cortical and non-brainstem subcortical gray matter atrophy was assessed with voxel-based-morphometry and mean age corrected z-scores of the modulated gray matter volumes extracted from 380 cortical/subcortical rois. The profile similarity index was used to characterize the impact of brainstem atrophy on gray matter connectivity. The fMRI was preprocessed in SPM12/Conn17 and the BOLD signal extracted from 398 ROIs (16 brainstem). A dynamic task-free analysis approach was used to identify activation states. Connectivity HRV relationship were assessed with Spearman rank correlations. Results: HRV was negatively correlated with reduced brainstem right hippocampus/parahippocampus gray matter connectivity in controls (p
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- 2019
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6. Amyloid Associated Intermittent Network Disruptions in Cognitively Intact Older Subjects: Structural Connectivity Matters
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Susanne G. Mueller and Michael W. Weiner
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amyloid ,intermittent ,functional connectivity ,cognitively intact ,hypersynchrony ,resting state fMRI ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Observations in animal models suggest that amyloid can cause network hypersynchrony in the early preclinical phase of Alzheimer's disease (AD). The aim of this study was (a) to obtain evidence of paroxysmal hypersynchrony in cognitively intact subjects (CN) with increased brain amyloid load from task-free fMRI exams using a dynamic analysis approach, (b) to investigate if and how hypersynchrony interferes with memory performance, and (c) to describe its relationship with gray and white matter connectivity. Florbetapir-F18 PET and task-free 3T functional and structural MRI were acquired in 47 CN (age = 70.6 ± 6.6), 17 were amyloid pos (florbetapir SUVR >1.11). A parcellation scheme encompassing 382 regions of interest was used to extract regional gray matter volumes, FA-weighted fiber tracts and regional BOLD signals. Graph analysis was used to characterize the gray matter atrophy profile and the white matter connectivity of each subject. The fMRI data was processed using a combination of sliding windows, graph and hierarchical cluster analysis. Each activity cluster was characterized by identifying strength dispersion (difference between pos and neg strength) their maximal and minimal pos and neg strength rois and by investigating their distribution and association with memory performance and gray and white matter connectivity using spearman rank correlations (FDR p < 0.05). The cluster analysis identified eight different activity clusters. Cluster 8 was characterized by the largest strength dispersion indicating hypersynchrony. Its duration/subject was positively correlated with amyloid load (r = 0.42, p = 0.03) and negatively with memory performance (CVLT delayed recall r = −0.39 p = 0.04). The assessment of the regional strength distribution indicated a functional disconnection between mesial temporal structures and the rest of the brain. White matter connectivity was increased in left lateral and mesial temporal lobe and was positively correlated with strength dispersion in the cross-modality analysis suggesting that it enables widespread hypersynchrony. In contrast, precuneus, gray matter connectivity was decreased in the right fusiform gyrus and negatively correlated with high degrees of strength dispersion suggesting that progressing gray matter atrophy could prevent the generation of paroxysmal hypersynchrony in later stages of the disease.
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- 2017
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7. Evidence for brainstem network disruption in temporal lobe epilepsy and sudden unexplained death in epilepsy
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Susanne G. Mueller, Lisa M. Bateman, and Kenneth D. Laxer
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Deformation based morphometry ,TLEgraph analysis ,autonomic control ,SUDEP ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
The symptoms witnessed in unexplained death in epilepsy (SUDEP) suggest a breakdown of central autonomic control. Since the brainstem plays a crucial role in autonomic control, the objectives of this study were 1. To investigate if temporal lobe epilepsy (TLE) is associated with brainstem atrophy and to characterize it using graph Analysis 2. To compare the findings with those in two probable TLESUDEP. T1 images were obtained from 17 controls, 30 TLE (16 with mesial-temporal-sclerosis (TLE-MTS) and 14 without (TLE-no)) and from 2 patients who died of SUDEP. The brainstem was extracted, warped onto a brainstem atlas and Jacobian determinants maps (JDM) calculated. SPM8 was used to compare the JDMs at the group level, z-score maps were calculated for single subject analysis. Brainstem regions encompassing autonomic structures were identified based on macroscopic landmarks and mean z-scores from 5 × 5 × 5 voxel cubes extracted to calculate a new measure called atrophy-similarity index (ASI) for graph analysis. TLE-MTS had volume loss in the dorsal mesencephalon. The SUDEP cases had severe and more extensive volume loss in the same region. Nodal degrees and participation coefficients were decreased and local efficiency increased in SUDEP compared to controls. TLE is associated with volume loss in brainstem regions involved in autonomic control. Structural damage in these regions might increase the risk for a fatal dysregulation during situations with increased demand such as following severe seizures.
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- 2014
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8. Hippocampal subfield volumetry from structural isotropic 1 mm 3 <scp>MRI</scp> scans: A note of caution
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Ana M. Daugherty, Paul A. Yushkevich, Arnold Bakker, David Berron, Naftali Raz, Robin de Flores, Craig E.L. Stark, Susanne G. Mueller, Valerie A. Carr, Laura E.M. Wisse, Lei Wang, Rosanna K. Olsen, Gaël Chételat, Renaud La Joie, Université de Caen Normandie (UNICAEN), Normandie Université (NU), University of Pennsylvania [Philadelphia], Physiopathologie et imagerie des troubles neurologiques (PhIND), Normandie Université (NU)-Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM), Wayne State University [Detroit], and Northwestern University Feinberg School of Medicine
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1 mm3 ,genetic structures ,Cortical Aβ ,Computer science ,FreeSurfer ,Hippocampal formation ,Stratum radiatum ,050105 experimental psychology ,03 medical and health sciences ,Cognition ,0302 clinical medicine ,White matter hyperintensities ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Segmentation ,Image resolution ,ComputingMilieux_MISCELLANEOUS ,Brain function ,volumetry ,Radiological and Ultrasound Technology ,business.industry ,05 social sciences ,Neurosciences ,Experimental Psychology ,Pattern recognition ,hippocampal subfields ,nervous system ,Neurology ,Automatic segmentation ,Cognitive Sciences ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,Manual segmentation ,Neurology (clinical) ,Artificial intelligence ,Anatomy ,business ,030217 neurology & neurosurgery ,MRI - Abstract
International audience; Spurred by availability of automatic segmentation software, in vivo MRI investigations of human hippocampal subfield volumes have proliferated in the recent years. However, a majority of these studies apply automatic segmentation to MRI scans with approximately 1 × 1 × 1 mm3 resolution, a resolution at which the internal structure of the hippocampus can rarely be visualized. Many of these studies have reported contradictory and often neurobiologically surprising results pertaining to the involvement of hippocampal subfields in normal brain function, aging, and disease. In this commentary, we first outline our concerns regarding the utility and validity of subfield segmentation on 1 × 1 × 1 mm3 MRI for volumetric studies, regardless of how images are segmented (i.e., manually or automatically). This image resolution is generally insufficient for visualizing the internal structure of the hippocampus, particularly the stratum radiatum lacunosum moleculare, which is crucial for valid and reliable subfield segmentation. Second, we discuss the fact that automatic methods that are employed most frequently to obtain hippocampal subfield volumes from 1 × 1 × 1 mm3 MRI have not been validated against manual segmentation on such images. For these reasons, we caution against using volumetric measurements of hippocampal subfields obtained from 1 × 1 × 1 mm3 images.
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- 2020
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9. Effects of healthy aging on internal brainstem structure
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Susanne G Mueller
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Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2021
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10. Brainstem Dysfunction in Healthy Aging
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Susanne G. Mueller and Angela M. Muller
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Adult ,Male ,Power graph analysis ,Cognitive Neuroscience ,Population ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Neuropsychological Tests ,Biology ,050105 experimental psychology ,brainstem ,Healthy Aging ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Connectome ,Cluster Analysis ,Humans ,Bold fmri ,0501 psychology and cognitive sciences ,Statistical analysis ,Gray Matter ,Healthy aging ,education ,Aged ,Aged, 80 and over ,education.field_of_study ,dysfunction ,Working memory ,Functional Neuroimaging ,05 social sciences ,aging ,fMRI ,segmentation ,Middle Aged ,Magnetic Resonance Imaging ,graph analysis ,Oxygen ,Memory, Short-Term ,Brain state ,Neurology ,Female ,Brainstem ,Neuroscience ,Algorithms ,030217 neurology & neurosurgery ,Brain Stem ,RC321-571 - Abstract
The brainstem controls sub-cortical and cortical activity and influences the processing of incoming information. The goal of this study was to characterize age related alterations of brainstem-brain interactions during different brain states detected by dynamic analysis of task-free fMRI. 79 young (20-40 years) and 51 older adults (55-80 years) were studied. Internal brainstem structures were segmented using a new multi-contrast segmentation approach. Brain and brainstem gray matter segmentations were warped onto a population template. The ICV-corrected Jacobian determinants were converted into z-score maps and the means from 420 cortical/subcortical/brainstem rois extracted. The fMRI was preprocessed in SPM12/Conn18 and the BOLD signal from 420 cortical/subcortical/brainstem rois extracted. A dynamic task-free analysis approach based on hierarchical cluster analysis was used to identify 15 brain states that were characterized using graph analysis (strength, diversity, modularity). Kruskal-Wallis tests and Spearman correlations were used for statistical analysis. One brain state (cluster 21) occurred more often in older adults (p=0.008). It was characterized by a lower mean modular strength and brainstem-cortical strength in older adults compared to younger adults. Global age related gray matter differences were positively correlated with brain state 21’s modular strength. Furthermore, brain state 21 duration was negatively correlated with working memory (r = -0.28, p=0.002). The findings suggest an age related weakening of the within and between network synchronization at the brainstem level during brain state 21 in older adults that negatively affects cortical and subcortical synchronization and working memory performance.
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- 2021
11. Mapping internal brainstem structures using MP2RAGE derived T1 weighted and T1 relaxation images at 3 and 7 T
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Susanne G. Mueller
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Adult ,Boundary (topology) ,Datasets as Topic ,Field strength ,Neuroimaging ,Article ,brainstem ,White matter ,Prior probability ,medicine ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Segmentation ,3 T ,Cluster analysis ,Mathematics ,Radiological and Ultrasound Technology ,business.industry ,7 T ,segmentation ,Probabilistic logic ,Pattern recognition ,tract ,Magnetic Resonance Imaging ,MP2RAGE ,medicine.anatomical_structure ,Neurology ,nuclei ,Neurology (clinical) ,Brainstem ,Artificial intelligence ,Anatomy ,business ,Brain Stem - Abstract
The brainstem is a site of early pathology in several neurodegenerative diseases. The overall goal of this project was (a) To develop a method to segment internal brainstem structures from MP2RAGE derived images. (b) To compare the segmentations at 3 and 7 T. (c) To investigate age effects on intensities and segmentations. MP2RAGE derived T1 weighted images (UNI) and T1 relaxation maps (T1map) were obtained from two public data sets (LEMON: 50 3 T data sets, ATAG: 46 7 T data sets). The UNI and T1map images were rescaled using a linear scaling procedure and a ratio (RATIO) image calculated. The brainstem was extracted and k-mean clustering used to identify six intensity clusters from the UNI, T1map and RATIO at 3 and 7 T. Nonlinear diffeomorphic mapping was used to warp the six intensity clusters in subject space into a common space to generate probabilistic group averages/priors that were used to inform the final probabilistic segmentations at the single subject level for each field strength. The six clusters corresponded to six brainstem tissue types (three gray matter clusters and two white matter clusters and one csf/tissue boundary cluster). The quantitative comparison of the 3 and 7 T probabilistic averages showed subtle differences that affected the localization of age-associated brainstem volume losses. The segmentation approach presented here identified the same brainstem gray and white matter structures at both field strengths. Further studies are necessary to investigate how resolution and field strength contribute to the subtle differences observed at the two field strengths.
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- 2020
12. The development of a valid, reliable, harmonized segmentation protocol for hippocampal subfields and medial temporal lobe cortices: A progress update
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Katrin Amunts, M. Mallar Chakravarty, Olga Kedo, Lei Wang, Qijing Yu, Rosanna K. Olsen, Marina Boccardi, Daniela J. Palombo, Ana M. Daugherty, Robin de Flores, Gaël Chételat, Martina Bocchetta, Renaud La Joie, Jean C. Augustinack, Laura E.M. Wisse, Songlin Ding, Ricardo Insausti, Naftali Raz, Jordan DeKraker, Noa Ofen, Arnold Bakker, Paul A. Yushkevich, Craig E.L. Stark, David Berron, Susanne G. Mueller, Valerie A. Carr, and Andrew R. Bender
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Epidemiology ,Computer science ,Health Policy ,Hippocampal formation ,Temporal lobe ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Neuroimaging ,Segmentation ,Neurology (clinical) ,Geriatrics and Gerontology ,Protocol (object-oriented programming) ,Neuroscience - Published
- 2020
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13. Hippocampal subfield volumetry from structural isotropic 1 mm
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Laura E M, Wisse, Gaël, Chételat, Ana M, Daugherty, Robin, de Flores, Renaud, la Joie, Susanne G, Mueller, Craig E L, Stark, Lei, Wang, Paul A, Yushkevich, David, Berron, Naftali, Raz, Arnold, Bakker, Rosanna K, Olsen, and Valerie A, Carr
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1 mm3 ,volumetry ,nervous system ,genetic structures ,Comment ,FreeSurfer ,Humans ,Organ Size ,Hippocampus ,Magnetic Resonance Imaging ,hippocampal subfields ,MRI - Abstract
Spurred by availability of automatic segmentation software, in vivo MRI investigations of human hippocampal subfield volumes have proliferated in the recent years. However, a majority of these studies apply automatic segmentation to MRI scans with approximately 1 × 1 × 1 mm3 resolution, a resolution at which the internal structure of the hippocampus can rarely be visualized. Many of these studies have reported contradictory and often neurobiologically surprising results pertaining to the involvement of hippocampal subfields in normal brain function, aging, and disease. In this commentary, we first outline our concerns regarding the utility and validity of subfield segmentation on 1 × 1 × 1 mm3 MRI for volumetric studies, regardless of how images are segmented (i.e., manually or automatically). This image resolution is generally insufficient for visualizing the internal structure of the hippocampus, particularly the stratum radiatum lacunosum moleculare, which is crucial for valid and reliable subfield segmentation. Second, we discuss the fact that automatic methods that are employed most frequently to obtain hippocampal subfield volumes from 1 × 1 × 1 mm3 MRI have not been validated against manual segmentation on such images. For these reasons, we caution against using volumetric measurements of hippocampal subfields obtained from 1 × 1 × 1 mm3 images., In this commentary, we outline our concerns regarding the utility and validity of subfield segmentation on 1 × 1 × 1 mm3 MRI for volumetric studies. This image resolution is generally insufficient for visualizing the internal structure of the hippocampus, particularly the stratum radiatum lacunosum moleculare, which is crucial for valid and reliable subfield segmentation. Second, automatic methods that are employed most frequently to obtain hippocampal subfield volumes from 1 × 1 × 1 mm3 MRI have not been validated against manual segmentation on such images.
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- 2020
14. Systematic comparison of different techniques to measure hippocampal subfield volumes in ADNI2
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Lei Wang, Koen Van Leemput, Juan Eugenio Iglesias, Kate Alpert, Susanne G. Mueller, Peter Ng, Michael W. Weiner, Katrina Paz, Sandhitsu R. Das, Adam Mezher, and Paul A. Yushkevich
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Male ,Computer science ,Cognitive Neuroscience ,Population ,High resolution ,Hippocampal formation ,Memory performance ,lcsh:Computer applications to medicine. Medical informatics ,Hippocampus ,050105 experimental psychology ,lcsh:RC346-429 ,03 medical and health sciences ,0302 clinical medicine ,Alzheimer Disease ,Image Processing, Computer-Assisted ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Segmentation ,education ,lcsh:Neurology. Diseases of the nervous system ,Aged ,Retrospective Studies ,Aged, 80 and over ,education.field_of_study ,business.industry ,05 social sciences ,Reproducibility of Results ,Regular Article ,Pattern recognition ,Cognition ,Middle Aged ,Magnetic Resonance Imaging ,Neurology ,Positron-Emission Tomography ,lcsh:R858-859.7 ,Female ,Neurology (clinical) ,Artificial intelligence ,Atrophy ,Cognition Disorders ,T2 weighted ,business ,030217 neurology & neurosurgery - Abstract
Objective Subfield-specific measurements provide superior information in the early stages of neurodegenerative diseases compared to global hippocampal measurements. The overall goal was to systematically compare the performance of five representative manual and automated T1 and T2 based subfield labeling techniques in a sub-set of the ADNI2 population. Methods The high resolution T2 weighted hippocampal images (T2-HighRes) and the corresponding T1 images from 106 ADNI2 subjects (41 controls, 57 MCI, 8 AD) were processed as follows. A. T1-based: 1. Freesurfer + Large-Diffeomorphic-Metric-Mapping in combination with shape analysis. 2. FreeSurfer 5.1 subfields using in-vivo atlas. B. T2-HighRes: 1. Model-based subfield segmentation using ex-vivo atlas (FreeSurfer 6.0). 2. T2-based automated multi-atlas segmentation combined with similarity-weighted voting (ASHS). 3. Manual subfield parcellation. Multiple regression analyses were used to calculate effect sizes (ES) for group, amyloid positivity in controls, and associations with cognitive/memory performance for each approach. Results Subfield volumetry was better than whole hippocampal volumetry for the detection of the mild atrophy differences between controls and MCI (ES: 0.27 vs 0.11). T2-HighRes approaches outperformed T1 approaches for the detection of early stage atrophy (ES: 0.27 vs.0.10), amyloid positivity (ES: 0.11 vs 0.04), and cognitive associations (ES: 0.22 vs 0.19). Conclusions T2-HighRes subfield approaches outperformed whole hippocampus and T1 subfield approaches. None of the different T2-HghRes methods tested had a clear advantage over the other methods. Each has strengths and weaknesses that need to be taken into account when deciding which one to use to get the best results from subfield volumetry., Highlights • Comparison of 4 automated and 1 manual subfield labeling technique in common data set. • Subfield labeling approaches perform better than whole hippocampal approaches. • High resolution T2 based approaches perform better than T1 based approaches. • Different high res T2 approaches have different strengths/weaknesses.
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- 2018
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15. The gray matter structural connectome and its relationship to alcohol relapse: Reconnecting for recovery
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Susanne G. Mueller and Dieter J. Meyerhoff
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Male ,Medicine (miscellaneous) ,Physiology ,Alcohol use disorder ,Medical and Health Sciences ,Alcohol Use and Health ,0302 clinical medicine ,Recurrence ,Gray Matter ,gray matter volume ,Prolonged abstinence ,media_common ,relapse ,Alcohol Abstinence ,Substance Abuse ,Middle Aged ,gray matter connectivity ,Structural connectome ,Frontal Lobe ,Alcoholism ,Psychiatry and Mental health ,Frontal lobe ,Female ,After treatment ,Adult ,media_common.quotation_subject ,alcohol use disorder ,brain reward system ,Biology ,Article ,03 medical and health sciences ,Atrophy ,Reward ,Clinical Research ,Behavioral and Social Science ,Connectome ,medicine ,Humans ,abstinence ,Aged ,Pharmacology ,Prevention ,Psychology and Cognitive Sciences ,Neurosciences ,Abstinence ,medicine.disease ,Brain Disorders ,030227 psychiatry ,Insula ,030217 neurology & neurosurgery - Abstract
Gray matter (GM) atrophy associated with alcohol use disorders (AUD) affects predominantly the frontal lobes. Less is known how frontal lobe GM loss affects GM loss in other regions and how it influences drinking behavior or relapse after treatment. The profile similarity index (PSI) combined with graph analysis allows to assess how GM loss in one region affects GM loss in regions connected to it, ie, GM connectivity. The PSI was used to describe the pattern of GM connectivity in 21 light drinkers (LDs) and in 54 individuals with AUD (ALC) early in abstinence. Effects of abstinence and relapse were determined in a subgroup of 36 participants after 3 months. Compared with LD, GM losses within the extended brain reward system (eBRS) at 1-month abstinence were similar between abstainers (ABST) and relapsers (REL), but REL had also GM losses outside the eBRS. Lower GM connectivities in ventro-striatal/hypothalamic and dorsolateral prefrontal regions and thalami were present in both ABST and REL. Between-networks connectivity loss of the eBRS in ABST was confined to prefrontal regions. About 3 months later, the GM volume and connectivity losses had resolved in ABST, and insula connectivity was increased compared with LD. GM losses and GM connectivity losses in REL were unchanged. Overall, prolonged abstinence was associated with a normalization of within-eBRS connectivity and a reconnection of eBRS structures with other networks. The re-formation of structural connectivities within and across networks appears critical for cognitive-behavioral functioning related to the capacity to maintain abstinence after outpatient treatment.
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- 2019
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16. Progress update from the hippocampal subfields group
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Trevor A. Steve, Katrin Amunts, Olga Kedo, Rosanna K. Olsen, Elliott G. Johnson, Joshua K. Lee, Martina Bocchetta, Ulman Lindenberger, Craig E.L. Stark, Ricardo Insausti, Daniela J. Palombo, Naftali Raz, Margaret L. Schlichting, Gaël Chételat, Valerie A. Carr, Markus Werkle-Bergner, Nanthia Suthana, Paul A. Yushkevich, Jordan DeKraker, Attila Keresztes, Andrew R. Bender, Noa Ofen, John Pluta, Arnold Bakker, David Berron, Karen M. Rodrigue, Kristen M. Kennedy, Robert S. C. Amaral, Prabesh Kanel, Renaud La Joie, Mirjam I. Geerlings, Susanne G. Mueller, Qijing Yu, Songlin Ding, Jean C. Augustinack, Laura E.M. Wisse, Marina Boccardi, Lei Wang, Lorenzo Pasquini, Yee Lee Shing, Ana M. Daugherty, Elizabeth M. Mulligan, Robin de Flores, Yushan Huang, M. Mallar Chakravarty, Alison C. Burggren, Rotman Research Institute at the Baycrest Centre (RRI), University of Toronto, San Jose State University [San José] (SJSU), Wayne State University [Detroit], Memory and Aging Center [San Francisco, CA, États-Unis], University of California [San Francisco] (UCSF), University of California-University of California, Douglas Mental Health University Institute [Montréal], McGill University = Université McGill [Montréal, Canada], Institute of Neuroscience and Medicine [Jülich] (INM-1), Massachusetts General Hospital [Boston], Johns Hopkins University School of Medicine [Baltimore], Lund University [Lund], German Research Center for Neurodegenerative Diseases - Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Neuroimaging and Telemedicine (LENITEM), IRCCS Fatebenefratelli - Brescia, Dementia Research Centre [London] (DRC), University College of London [London] (UCL), University of Oregon [Eugene], Physiopathologie et imagerie des troubles neurologiques (PhIND), Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Normandie Université (NU)-Institut National de la Santé et de la Recherche Médicale (INSERM), GIP Cyceron (Cyceron), Normandie Université (NU)-Normandie Université (NU)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-CHU Caen, Normandie Université (NU)-Tumorothèque de Caen Basse-Normandie (TCBN)-Tumorothèque de Caen Basse-Normandie (TCBN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Normandie Université (NU), University of Western Ontario (UWO), Allen Institute for Brain Science [Seattle, WA, USA], University Medical Center [Utrecht], University of Alberta, Human Neuroanatomy Laboratory [Albacete, Spain] (School of Medicine - CRIB), University of Castilla-La Mancha (UCLM)-Centro Regional de Investigaciones Biomédicas (CRIB), University of California, University of Michigan Medical School [Ann Arbor], University of Michigan [Ann Arbor], University of Michigan System-University of Michigan System, Heinrich Heine Universität Düsseldorf = Heinrich Heine University [Düsseldorf], University of Texas at Dallas [Richardson] (UT Dallas), Max Planck Institute for Human Development, Max-Planck-Gesellschaft, University of California [Davis] (UC Davis), Freie Universität Berlin, Florida State University [Tallahassee] (FSU), Weizmann Institutes of Science [Rehovot, Israel], University of British Columbia (UBC), University of Pennsylvania [Philadelphia], Goethe-University Frankfurt am Main, University of California [Irvine] (UCI), University of California [Los Angeles] (UCLA), Northwestern University Feinberg School of Medicine, Penn Image Computing & Science Lab [Philadelphia] (PICSL), The work on this article was also supported by NIH grant R01 AG-011230 to Naftali Raz, NIH grant R01 AG-055121 to Lei Wang, NIH grant R01 AG-056014 to Paul Yushkevich, and NIH grant R01 AG-034613 to Craig Stark. M.M.C. receives salary support from the Fonds du Recherches Santes Quebec and also acknowledges support from NSERC, Weston Brain Institute, and CIHR., Hippocampal Subfields Group, San Jose State University [San Jose] (SJSU), University of California [San Francisco] (UC San Francisco), University of California (UC)-University of California (UC), Universidad de Castilla-La Mancha = University of Castilla-La Mancha (UCLM)-Centro Regional de Investigaciones Biomédicas (CRIB), University of California (UC), University of Pennsylvania, University of California [Irvine] (UC Irvine), and CHETELAT, Gaëlle
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Histology ,Standardization ,Computer science ,Clinical Neurology ,Structural imaging ,Neuroimaging ,lcsh:Geriatrics ,Hippocampal formation ,Hippocampus ,lcsh:RC346-429 ,Special Section: Working Group Summaries for the European Joint Programme for Neurodegenerative Disease Research (JPND). (Guest Editors: Jorge Jovicich & Giovanni B. Frisoni) ,Temporal lobe ,ddc:616.89 ,03 medical and health sciences ,0302 clinical medicine ,Volumetry ,Segmentation ,[SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,ddc:610 ,lcsh:Neurology. Diseases of the nervous system ,Reliability (statistics) ,030304 developmental biology ,Protocol (science) ,0303 health sciences ,ex vivo ,International working group ,Data science ,Ex vivo ,3. Good health ,lcsh:RC952-954.6 ,Psychiatry and Mental health ,Neuroanatomy ,Cytoarchitec- ture ,Cytoarchitecture ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,Neurology (clinical) ,030217 neurology & neurosurgery ,Human - Abstract
Introduction Heterogeneity of segmentation protocols for medial temporal lobe regions and hippocampal subfields on in vivo magnetic resonance imaging hinders the ability to integrate findings across studies. We aim to develop a harmonized protocol based on expert consensus and histological evidence. Methods Our international working group, funded by the EU Joint Programme–Neurodegenerative Disease Research (JPND), is working toward the production of a reliable, validated, harmonized protocol for segmentation of medial temporal lobe regions. The working group uses a novel postmortem data set and online consensus procedures to ensure validity and facilitate adoption. Results This progress report describes the initial results and milestones that we have achieved to date, including the development of a draft protocol and results from the initial reliability tests and consensus procedures. Discussion A harmonized protocol will enable the standardization of segmentation methods across laboratories interested in medial temporal lobe research worldwide., Highlights • Harmonization of MRI-based segmentation of medial temporal regions is needed. • The Hippocampal Subfield Group includes >200 imaging and anatomy experts worldwide. • Reliable and valid protocol based on specialized histology data set in development. • A modified Delphi procedure is used to determine consensus on protocol rules. • Final protocol will provide subfield delineation in hippocampal body, head, and tail.
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- 2019
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17. Polygenic risk associated with post-traumatic stress disorder onset and severity
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Francis J. Doyle, Marti Jett, Charles R. Marmar, Burook Misganaw, Duna Abu-Amara, Kerry J. Ressler, Susanne G. Mueller, Rachel Yehuda, Adriana Lori, Janine D. Flory, and Guia Guffanti
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0301 basic medicine ,Male ,Genome-wide association study ,Severity of Illness Index ,Cohort Studies ,Stress Disorders, Post-Traumatic ,0302 clinical medicine ,2.1 Biological and endogenous factors ,Psychology ,Aetiology ,Stress Disorders ,Veterans ,Traumatic stress ,Post-Traumatic Stress Disorder (PTSD) ,Anxiety Disorders ,Psychiatry and Mental health ,Mental Health ,Schizophrenia ,Cohort ,Public Health and Health Services ,Female ,Clinical psychology ,Adult ,Risk ,Clinical Sciences ,Disorder onset ,Single-nucleotide polymorphism ,Genetic correlation ,Article ,lcsh:RC321-571 ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,medicine ,Genetics ,Humans ,Genetic Predisposition to Disease ,Clinical genetics ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Biological Psychiatry ,business.industry ,Human Genome ,SBPBC ,Diagnostic markers ,medicine.disease ,United States ,Brain Disorders ,030104 developmental biology ,Good Health and Well Being ,Post-Traumatic ,Polygenic risk score ,business ,Psychiatric disorders ,030217 neurology & neurosurgery ,Biomarkers ,Genome-Wide Association Study - Abstract
Post-traumatic stress disorder (PTSD) is a psychiatric illness with a highly polygenic architecture without large effect-size common single-nucleotide polymorphisms (SNPs). Thus, to capture a substantial portion of the genetic contribution, effects from many variants need to be aggregated. We investigated various aspects of one such approach that has been successfully applied to many traits, polygenic risk score (PRS) for PTSD. Theoretical analyses indicate the potential prediction ability of PRS. We used the latest summary statistics from the largest published genome-wide association study (GWAS) conducted by Psychiatric Genomics Consortium for PTSD (PGC-PTSD). We found that the PRS constructed for a cohort comprising veterans of recent wars (n = 244) explains a considerable proportion of PTSD onset (Nagelkerke R2 = 4.68%, P = 0.003) and severity (R2 = 4.35%, P = 0.0008) variances. However, the performance on an African ancestry sub-cohort was minimal. A PRS constructed with schizophrenia GWAS also explained a significant fraction of PTSD diagnosis variance (Nagelkerke R2 = 2.96%, P = 0.0175), confirming previously reported genetic correlation between the two psychiatric ailments. Overall, these findings demonstrate the important role polygenic analyses of PTSD will play in risk prediction models as well as in elucidating the biology of the disorder.
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- 2019
18. A harmonized segmentation protocol for hippocampal and parahippocampal subregions: Why do we need one and what are the key goals?
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Karen M. Rodrigue, Nanthia Suthana, Jeffrey D. Bernstein, Marie Chupin, Valerie A. Carr, Ana M. Daugherty, Renaud La Joie, Karen F. LaRocque, Dorothee Schoemaker, Andrew R. Bender, Michael A. Yassa, Noa Ofen, Daniela J. Palombo, Martina Bocchetta, Jens C. Pruessner, Robin de Flores, Craig E.L. Stark, Andrea T. Shafer, Olga Kedo, Rosanna K. Olsen, Kristen M. Kennedy, Trevor A. Steve, Katrin Amunts, Julie L. Winterburn, M. Mallar Chakravarty, Prabesh Kanel, Paul A. Yushkevich, Alison C. Burggren, Ricardo Insausti, David Berron, Jean C. Augustinack, Laura E.M. Wisse, Marina Boccardi, Anne Maass, Naftali Raz, Lei Wang, John Pluta, Xiuwen Liu, Arne D. Ekstrom, Susanne G. Mueller, Geoffrey A. Kerchner, Nicolai Malykhin, Mansi B. Parekh, and Robert S. C. Amaral
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Protocol (science) ,Cognitive Neuroscience ,05 social sciences ,Hippocampal formation ,050105 experimental psychology ,Field (computer science) ,3. Good health ,Variety (cybernetics) ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Extant taxon ,medicine ,Key (cryptography) ,0501 psychology and cognitive sciences ,Segmentation ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Parahippocampal gyrus - Abstract
The advent of high-resolution magnetic resonance imaging (MRI) has enabled in vivo research in a variety of populations and diseases on the structure and function of hippocampal subfields and subdivisions of the parahippocampal gyrus. Because of the many extant and highly discrepant segmentation protocols, comparing results across studies is difficult. To overcome this barrier, the Hippocampal Subfields Group was formed as an international collaboration with the aim of developing a harmonized protocol for manual segmentation of hippocampal and parahippocampal subregions on high-resolution MRI. In this commentary we discuss the goals for this protocol and the associated key challenges involved in its development. These include differences among existing anatomical reference materials, striking the right balance between reliability of measurements and anatomical validity, and the development of a versatile protocol that can be adopted for the study of populations varying in age and health. The commentary outlines these key challenges, as well as the proposed solution of each, with concrete examples from our working plan. Finally, with two examples, we illustrate how the harmonized protocol, once completed, is expected to impact the field by producing measurements that are quantitatively comparable across labs and by facilitating the synthesis of findings across different studies. © 2016 Wiley Periodicals, Inc.
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- 2016
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19. Brainstem atrophy in focal epilepsy destabilizes brainstem-brain interactions: Preliminary findings
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Lisa M. Bateman, Alica M. Goldman, Susanne G. Mueller, Maromi Nei, and Kenneth D. Laxer
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Male ,Network ,Epilepsies ,Autonomic control ,lcsh:RC346-429 ,Epilepsy ,Electrocardiography ,0302 clinical medicine ,Heart Rate ,Heart rate variability ,Brainstem atrophy ,Gray Matter ,Connectivity ,05 social sciences ,Regular Article ,Middle Aged ,Subcortical gray matter ,Magnetic Resonance Imaging ,Neurology ,Neurological ,lcsh:R858-859.7 ,Female ,Brainstem ,Partial ,Autonomic function ,Adult ,Cognitive Neuroscience ,lcsh:Computer applications to medicine. Medical informatics ,050105 experimental psychology ,03 medical and health sciences ,Atrophy ,Clinical Research ,medicine ,Connectome ,otorhinolaryngologic diseases ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,lcsh:Neurology. Diseases of the nervous system ,Functional ,business.industry ,Neurosciences ,medicine.disease ,Neurology (clinical) ,Epilepsies, Partial ,business ,Neuroscience ,030217 neurology & neurosurgery ,Brain Stem - Abstract
Background MR Imaging has shown atrophy in brainstem regions that were linked to autonomic dysfunction in epilepsy patients. The brainstem projects to and modulates the activation state of several wide-spread cortical/subcortical regions. The goal was to investigate 1. Impact of brainstem atrophy on gray matter connectivity of cortical/subcortical structures and autonomic control. 2. Impact on the modulation of cortical/subcortical functional connectivity. Methods 11 controls and 18 patients with non-lesional focal epilepsy (FE) underwent heart rate variability (HRV) measurements and a 3 T MRI (T1 in all subjects, task-free fMRI in 7 controls/ 12 FE). The brainstem was extracted, and atrophy assessed using deformation-based-morphometry. The age-corrected z-scores of the mean Jacobian determinants were extracted from 71 5x5x5 mm grids placed in brainstem regions associated with autonomic function. Cortical and non-brainstem subcortical gray matter atrophy was assessed with voxel-based-morphometry and mean age corrected z-scores of the modulated gray matter volumes extracted from 380 cortical/subcortical rois. The profile similarity index was used to characterize the impact of brainstem atrophy on gray matter connectivity. The fMRI was preprocessed in SPM12/Conn17 and the BOLD signal extracted from 398 ROIs (16 brainstem). A dynamic task-free analysis approach was used to identify activation states. Connectivity HRV relationship were assessed with Spearman rank correlations. Results HRV was negatively correlated with reduced brainstem right hippocampus/parahippocampus gray matter connectivity in controls (p, Highlights • Brainstem and cortical/subcortical gray matter (gm) connectivity is impaired in FE. • FE is associated with an abnormal brain activation state in the interictal state. • The severity of the gm impairment and of the abnormal brain state are correlated. • GM connectivity impairment and abnormal brain activity affect HRV.
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- 2019
20. Visual field defects after radiosurgery versus temporal lobectomy for mesial temporal lobe epilepsy: Findings of the ROSE trial
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Donna K. Broshek, Siddharth Kapoor, Robert C. Knowlton, Andrew J. Cole, Nicholas M. Barbaro, John W. Miller, Kenneth D. Laxer, Manjari Tripathi, John T. Langfitt, Paul A. Garcia, Mariann M. Ward, Christiaanne N. Heck, Thomas R. Henry, Vincenta Salanova, Andrew W. McEvoy, Susanne G. Mueller, Markus Reuber, Christopher P. Hess, Edward F. Chang, Evelyn S. Tecoma, Wei Yu, Anto Bagic, Guofen Yan, Nathan B. Fountain, Steven A. Newman, Adriana E. Palade, Guy M. McKhann, Mark Quigg, and Penny K. Sneed
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Male ,medicine.medical_treatment ,Neurodegenerative ,law.invention ,Epilepsy ,Visual field defects ,0302 clinical medicine ,Postoperative Complications ,Randomized controlled trial ,law ,Medicine ,2.1 Biological and endogenous factors ,Psychology ,Epilepsy surgery ,Aetiology ,Anterior temporal lobectomy ,Incidence ,General Medicine ,Mesial temporal lobe epilepsy ,Temporal Lobe ,Visual field ,Treatment Outcome ,Neurology ,Female ,Radiology ,Adult ,medicine.medical_specialty ,gamma knife ,Clinical Sciences ,Vision Disorders ,Radiosurgery ,Article ,Temporal lobe ,03 medical and health sciences ,Clinical Research ,Humans ,Hippocampal sclerosis ,Partial seizures ,Sclerosis ,Neurology & Neurosurgery ,business.industry ,Neurosciences ,medicine.disease ,Anterior Temporal Lobectomy ,Brain Disorders ,Epilepsy, Temporal Lobe ,030221 ophthalmology & optometry ,Visual Field Tests ,Neurology (clinical) ,Visual Fields ,business ,030217 neurology & neurosurgery - Abstract
Purpose Stereotactic radiosurgery (SRS) may be an alternative to anterior temporal lobectomy (ATL) for mesial temporal lobe epilepsy (MTLE). Visual field defects (VFD) occur in 9–100% of patients following open surgery for MTLE. Postoperative VFD after minimally invasive versus open surgery may differ. Methods This prospective trial randomized patients with unilateral hippocampal sclerosis and concordant video-EEG findings to SRS versus ATL. Humphries perimetry was obtained at 24 m after surgery. VFD ratios (VFDR = proportion of missing homonymous hemifield with 0 = no VFD, 0.5 = complete superior quadrantanopsia) quantified VFD. Regressions of VFDR were evaluated against treatment arm and covariates. MRI evaluated effects of volume changes on VFDR. The relationships of VFDR with seizure remission and driving status 3 years after surgery were evaluated. Results No patients reported visual changes or had abnormal bedside examinations, but 49 of 54 (91%) of patients experienced VFD on formal perimetry. Neither incidence nor severity of VFDR differed significantly by treatment arm. VFDR severity was not associated with seizure remission or driving status. Conclusion The nature of VFD was consistent with lesions of the optic radiations. Effective surgery (defined by seizure remission) of the mesial temporal lobe results in about a 90% incidence of typical VFD regardless of method.
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- 2018
21. Brainstem network disruption: A pathway to sudden unexplained death in epilepsy?
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Lisa M. Bateman, Kenneth D. Laxer, Orrin Devinsky, Maromi Nei, Robert C. Knowlton, Alica M. Goldman, Daniel Friedman, and Susanne G. Mueller
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0301 basic medicine ,Male ,SUDEP ,Epilepsies ,Neurodegenerative ,brainstem ,Epilepsy ,Death, Sudden ,0302 clinical medicine ,Heart Rate ,Medicine ,Heart rate variability ,Child ,education.field_of_study ,Radiological and Ultrasound Technology ,Experimental Psychology ,Middle Aged ,Magnetic Resonance Imaging ,graph analysis ,Death ,Neurology ,Child, Preschool ,Cardiology ,Medulla oblongata ,Cognitive Sciences ,Female ,Brainstem ,Anatomy ,Partial ,Adult ,medicine.medical_specialty ,Adolescent ,Population ,Autonomic Nervous System ,Midbrain ,03 medical and health sciences ,Young Adult ,Atrophy ,Internal medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,education ,Preschool ,autonomic control ,Raphe ,business.industry ,Neurosciences ,Infant ,medicine.disease ,Sudden ,Brain Disorders ,030104 developmental biology ,network ,Neurology (clinical) ,Epilepsies, Partial ,business ,030217 neurology & neurosurgery ,Brain Stem - Abstract
Observations in witnessed Sudden Unexpected Death in Epilepsy (SUDEP) suggest that a fatal breakdown of the central autonomic control could play a major role in SUDEP. A previous MR study found volume losses in the mesencephalon in focal epilepsy that were more severe and extended into the lower brainstem in two patients who later died of SUDEP. The aims of this study were to demonstrate an association (1) between brainstem volume loss and impaired autonomic control (reduced heart rate variability [HRV]); (2) between brainstem damage and time to SUDEP in patients who later died of SUDEP. Two populations were studied: (1) Autonomic system function population (ASF, 18 patients with focal epilepsy, 11 controls) with HRV measurements and standardized 3 T MR exams. (2) SUDEP population (26 SUDEP epilepsy patients) with clinical MRI 1-10 years before SUDEP. Deformation-based morphometry of the brainstem was used to generate profile similarity maps from the resulting Jacobian determinant maps that were further characterized by graph analysis to identify regions with excessive expansion indicating significant volume loss or atrophy. The total number of regions with excessive expansion in ASF was negatively correlated with HRV (r = -.37, p = .03), excessive volume loss in periaqueductal gray/medulla oblongata autonomic nuclei explained most of the HRV associated variation (r/r2 = -.82/.67, p
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- 2018
22. P4-591: THE DEVELOPMENT OF A HARMONIZED SEGMENTATION PROTOCOL FOR HIPPOCAMPAL SUBFIELDS: AN UPDATE
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Katrin Amunts, Andrew R. Bender, Robin de Flores, Naftali Raz, M. Mallar Chakravarty, Olga Kedo, Rosanna K. Olsen, Songlin Ding, Ana M. Daugherty, Jordan DeKraker, Renaud La Joie, Craig E.L. Stark, Qijing Yu, Susanne G. Mueller, Marina Boccardi, Lei Wang, Valerie A. Carr, Martina Bocchetta, Paul A. Yushkevich, Ricardo Insausti, David Berron, G. Chételat, Arnold Bakker, Noa Ofen, Daniela J. Palombo, Jean C. Augustinack, and Laura E.M. Wisse
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Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Computer science ,Health Policy ,Segmentation ,Neurology (clinical) ,Geriatrics and Gerontology ,Hippocampal formation ,Neuroscience ,Protocol (object-oriented programming) - Published
- 2019
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23. Evidence for disrupted gray matter structural connectivity in posttraumatic stress disorder
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Synthia H. Mellon, Charles R. Marmar, Janine D. Flory, Rachel Yehuda, Owen M. Wolkowitz, Peter Ng, Scott Mackin, Michael W. Weiner, Thomas C. Neylan, Xiaodan Yan, and Susanne G. Mueller
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Male ,Nerve net ,2003-2011 ,Hippocampus ,Medical and Health Sciences ,Brain mapping ,Stress Disorders, Post-Traumatic ,Iraq War ,Gray Matter ,Stress Disorders ,Veterans ,Cerebral Cortex ,Psychiatry ,Brain Mapping ,Veteran ,Posttraumatic stress disorder ,Middle Aged ,Post-Traumatic Stress Disorder (PTSD) ,Anxiety Disorders ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Mental Health ,medicine.anatomical_structure ,Cerebral cortex ,Neurological ,Psychology ,Adult ,1.1 Normal biological development and functioning ,Thalamus ,Neuroscience (miscellaneous) ,Graph analysis ,Insular cortex ,Gyrus Cinguli ,behavioral disciplines and activities ,Cortical thickness ,Young Adult ,Atrophy ,Betweenness centrality ,Underpinning research ,Behavioral and Social Science ,mental disorders ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Iraq War, 2003-2011 ,Structural connectivity ,Psychology and Cognitive Sciences ,Neurosciences ,medicine.disease ,Brain Disorders ,nervous system ,Post-Traumatic ,Nerve Net ,Insula ,Neuroscience - Abstract
Posttraumatic stress disorder (PTSD) is characterized by atrophy within the prefrontal-limbic network. Graph analysis was used to investigate to what degree atrophy in PTSD is associated with impaired structural connectivity within prefrontal limbic network (restricted) and how this affects the integration of the prefrontal limbic network with the rest of the brain (whole-brain). 85 male veterans (45 PTSD neg, 40 PTSD pos) underwent volumetric MRI on a 3T MR. Subfield volumes were obtained using a manual labeling scheme and cortical thickness measurements and subcortical volumes from FreeSurfer. Regression analysis was used to identify regions with volume loss. Graph analytical Toolbox (GAT) was used for graph-analysis. PTSD pos had a thinner rostral anterior cingulate and insular cortex but no hippocampal volume loss. PTSD was characterized by decreased nodal degree (orbitofrontal, anterior cingulate) and clustering coefficients (thalamus) but increased nodal betweenness (insula, orbitofrontal) and a reduced small world index in the whole brain analysis and by orbitofrontal and insular nodes with increased nodal degree, clustering coefficient and nodal betweenness in the restricted analysis. PTSD associated atrophy in the prefrontal-limbic network results in an increased structural connectivity within that network that negatively affected its integration with the rest of the brain.
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- 2015
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24. Quantitative comparison of 21 protocols for labeling hippocampal subfields and parahippocampal subregions in in vivo MRI: Towards a harmonized segmentation protocol
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John Pluta, Songlin Ding, Andrew R. Bender, Nanthia Suthana, Margaret L. Schlichting, Robert S. C. Amaral, Anthony D. Wagner, Koen Van Leemput, Craig E.L. Stark, Arne D. Ekstrom, Mirjam I. Geerlings, Lei Wang, Dorothee Schoemaker, Susanne G. Mueller, Abdul S. Hassan, Rosanna K. Olsen, Marta M. Turowski, Ana M. Daugherty, Jeffrey D. Bernstein, Jens C. Pruessner, Laura A. Libby, Mansi B. Parekh, Yushan Huang, Alexa Tompary, Charan Ranganath, Paul A. Yushkevich, Martina Bocchetta, M. Mallar Chakravarty, Nikolai Malykhin, Gaël Chételat, Michael Zeineh, Alison R. Preston, Geoffrey A. Kerchner, Renaud La Joie, Karen F. LaRocque, Naftali Raz, Jean C. Augustinack, Laura E.M. Wisse, Marina Boccardi, Sachi Singh, Michael A. Yassa, Lila Davachi, Valerie A. Carr, Julie L. Winterburn, Daniela J. Palombo, Alison C. Burggren, and J. Eugenio Iglesias
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Adult ,Cognitive Neuroscience ,Hippocampal formation ,Hippocampus ,Article ,050105 experimental psychology ,Anatomical space ,03 medical and health sciences ,0302 clinical medicine ,ddc:150 ,Clinical Protocols ,Perirhinal cortex ,Image Processing, Computer-Assisted ,medicine ,Humans ,0501 psychology and cognitive sciences ,Segmentation ,Dentate gyrus ,05 social sciences ,Subiculum ,Entorhinal cortex ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,nervous system ,Neurology ,Parahippocampal Gyrus ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Parahippocampal gyrus ,Medial temporal lobe ,Hippocampal subfields ,CA1 ,CA2 ,CA3 ,Magnetic resonance imaging ,Unified protocol - Abstract
ObjectiveAn increasing number of human in vivo magnetic resonance imaging (MRI) studies have focused on examining the structure and function of the subfields of the hippocampal formation (the dentate gyrus, CA fields 1 − 3, and the subiculum) and subregions of the parahippocampal gyrus (entorhinal, perirhinal, and parahippocampal cortices). The ability to interpret the results of such studies and to relate them to each other would be improved if a common standard existed for labeling hippocampal subfields and parahippocampal subregions. Currently, research groups label different subsets of structures and use different rules, landmarks, and cues to define their anatomical extents. This paper characterizes, both qualitatively and quantitatively, the variability in the existing manual segmentation protocols for labeling hippocampal and parahippocampal substructures in MRI, with the goal of guiding subsequent work on developing a harmonized substructure segmentation protocol.MethodMRI scans of a single healthy adult human subject were acquired both at 3 T and 7 T. Representatives from 21 research groups applied their respective manual segmentation protocols to the MRI modalities of their choice. The resulting set of 21 segmentations was analyzed in a common anatomical space to quantify similarity and identify areas of agreement.ResultsThe differences between the 21 protocols include the region within which segmentation is performed, the set of anatomical labels used, and the extents of specific anatomical labels. The greatest overall disagreement among the protocols is at the CA1/subiculum boundary, and disagreement across all structures is greatest in the anterior portion of the hippocampal formation relative to the body and tail.ConclusionsThe combined examination of the 21 protocols in the same dataset suggests possible strategies towards developing a harmonized subfield segmentation protocol and facilitates comparison between published studies. published
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- 2015
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25. Peripheral antioxidant markers are associated with total hippocampal and CA3/dentate gyrus volume in MDD and healthy controls–preliminary findings
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Elissa S. Epel, Owen M. Wolkowitz, Yali Su, Rebecca Rosser, Victor I. Reus, Daniel Lindqvist, Tony T. Yang, Susanne G. Mueller, R. Scott Mackin, Synthia H. Mellon, and Laura Mahan
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Adult ,Male ,medicine.medical_specialty ,Antioxidant ,medicine.medical_treatment ,Neuroscience (miscellaneous) ,Hippocampus ,Hippocampal formation ,medicine.disease_cause ,Article ,chemistry.chemical_compound ,Internal medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,chemistry.chemical_classification ,Depressive Disorder, Major ,Vitamin C ,business.industry ,Dentate gyrus ,Glutathione peroxidase ,Glutathione ,Middle Aged ,CA3 Region, Hippocampal ,Magnetic Resonance Imaging ,Oxidative Stress ,Psychiatry and Mental health ,Endocrinology ,nervous system ,chemistry ,Anesthesia ,Dentate Gyrus ,Female ,business ,Biomarkers ,Oxidative stress - Abstract
Several psychiatric disorders, including major depressive disorder (MDD), are associated with increased blood markers of oxidative stress. The relevance of this to the oxidation-sensitive hippocampus (HC) is unknown. We investigated the relationship between peripheral oxidative stress markers and HC volume in unmedicated individuals with MDD (n=16) and healthy controls (n=19). To conserve power, our primary analysis was carried out in the combined group of subjects, and secondary analyses examined each group separately. Oxidative stress markers (oxidized glutathione (GSSG)) and antioxidants (reduced glutathione (GSH), glutathione peroxidase (Gpx), and Vitamin C) were assessed, and a "total net antioxidant score" was calculated. 4-T MRI estimated total HC volume and HC subfield (CA1, CA1-CA2 transition zone, subiculum and CA3/dentate gyrus [CA3&DG]) volumes. Across groups, the antioxidant score was significantly and positively correlated with total HC volume and CA3&DG subfield volume (normalized to total intracranial volume), adjusting for age and sex. Similar relationships were observed in each individual group but missed statistical significance, likely due to type II errors, with the exception of a significant correlation between the antioxidant score and CA3&DG volume in the MDD group. These preliminary data are consistent with oxidative stress being associated with smaller total HC and CA3&DG subfield volumes.
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- 2014
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26. The Effect of Subsyndromal Symptoms of Depression and White Matter Lesions on Disability for Individuals with Mild Cognitive Impairment
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Ronald C. Petersen, Paul S. Aisen, Duygu Tosun, Norbert Schuff, Jun-Young Lee, Philip S. Insel, Sky Raptentsetsang, Michael W. Weiner, Diana Truran-Sacrey, Susanne G. Mueller, R. Scott Mackin, and Clifford R. Jack
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Male ,medicine.medical_specialty ,Apolipoprotein E4 ,Disease ,Nerve Fibers, Myelinated ,Severity of Illness Index ,Article ,Disability Evaluation ,Gene Frequency ,Severity of illness ,medicine ,Humans ,Dementia ,Cognitive Dysfunction ,Cognitive skill ,Psychiatry ,Depression (differential diagnoses) ,Aged ,Aged, 80 and over ,Depression ,Brain ,Cognition ,Organ Size ,medicine.disease ,Magnetic Resonance Imaging ,Hyperintensity ,Psychiatry and Mental health ,Female ,Geriatric Depression Scale ,Geriatrics and Gerontology ,Psychology ,Clinical psychology - Abstract
Objective To assess the effect of subsyndromal symptoms of depression (SSD) on ratings of disability for individuals with mild cognitive impairment (MCI). Methods Data from 405 MCI participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) study were analyzed. Participants were evaluated at baseline and at 6-month intervals over 2 years. Severity of depressive symptoms was rated utilizing the Geriatric Depression Scale. Disability was assessed utilizing the Functional Assessment Questionnaire (FAQ). Other clinical variables included white matter lesion (WML) and intracranial brain (ICV) volumes derived from magnetic resonance imaging, ratings of overall cognitive function (Alzheimer's Disease Assessment Scale, ADAS), and apolipoprotein E (ApoE) status. Demographic variables included age, education, and gender. Results SSD individuals had a lower volume of WML and higher frequency of ApoE ɛ4 alleles than nondepressed participants but the two groups did not differ with respect to other clinical or demographic variables. At baseline, SSD individuals were 1.77 times more likely to have poorer FAQ scores than individuals with no symptoms of depression after controlling for the effect of cognitive functioning, ICV, WML, and ApoE status. The presence of SSD at baseline was not associated with a poorer course of disability outcomes, cognitive functioning, or conversion to dementia over 24 months. Conclusions SSD demonstrated a significant impact on disability for MCI individuals, who are also at high risk for functional limitations related to neurodegenerative disease. Therefore, the treatment of SSD may represent a significant avenue to reduce the burden of disability in this vulnerable patient population.
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- 2013
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27. Cortisol/DHEA ratio and hippocampal volume: A pilot study in major depression and healthy controls
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Susanne G. Mueller, Rebecca Rosser, Christina M. Hough, Victor I. Reus, Rowen O. Jin, Elissa S. Epel, Laura Mahan, Heather M. Burke, Synthia H. Mellon, Owen M. Wolkowitz, and Sara Mason
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Male ,Hydrocortisone ,Endocrinology, Diabetes and Metabolism ,Pilot Projects ,Hippocampus ,Medical and Health Sciences ,Cortisol ,Hepatitis ,0302 clinical medicine ,Endocrinology ,Glucocorticoid ,polycyclic compounds ,Hippocampus (mythology) ,skin and connective tissue diseases ,Depression (differential diagnoses) ,Morning ,Psychiatry ,Dehydroepiandrosterone Sulfate ,Depression ,Liver Disease ,Middle Aged ,Magnetic Resonance Imaging ,Healthy Volunteers ,Psychiatry and Mental health ,medicine.anatomical_structure ,Mental Health ,Major depressive disorder ,Female ,Psychology ,hormones, hormone substitutes, and hormone antagonists ,medicine.drug ,endocrine system ,medicine.medical_specialty ,Central nervous system ,Chronic Liver Disease and Cirrhosis ,Dehydroepiandrosterone ,Article ,03 medical and health sciences ,Magnetic resonance imaging ,Hepatitis - C ,Clinical Research ,Internal medicine ,Complementary and Integrative Health ,medicine ,Humans ,Biological Psychiatry ,Aged ,Depressive Disorder, Major ,Depressive Disorder ,Endocrine and Autonomic Systems ,DHEA sulfate ,Psychology and Cognitive Sciences ,Neurosciences ,Major ,medicine.disease ,Hippocampal volume ,030227 psychiatry ,Brain Disorders ,Emerging Infectious Diseases ,Digestive Diseases ,human activities ,030217 neurology & neurosurgery ,Hormone - Abstract
Structural imaging studies investigating the relationship between hippocampal volume (HCV) and peripheral measures of glucocorticoids (GCs) have produced conflicting results in both normal populations and in individuals with MDD, raising the possibility of other modulating factors. In preclinical studies, dehydroepiandrosterone (DHEA) and its sulfate ester (DHEAS; together abbreviated, DHEA(S)) have been shown to antagonize the actions of GCs on the central nervous system. Therefore, considering the relationship of HCV to both of these hormones simultaneously may be important, although it has rarely been done in human populations. Using high-resolution magnetic resonance imaging (MRI), the present pilot study examined the relationship between morning serum cortisol, DHEA(S), and HCV in nineteen normal controls and eighteen unmedicated subjects with Major Depressive Disorder (MDD). Serum cortisol and DHEA(S) were not significantly correlated with HCV across all subjects (cortisol: r = −0.165, p = 0.33; DHEA: r = 0.164, p = 0.35; DHEAS: r = 0.211, p = 0.22, respectively). However, the ratios of cortisol/DHEA(S) were significantly negatively correlated with HCV in combined group (Cortisol/DHEA: r = −0.461, p = 0.005; Cortisol/DHEAS: r = −0.363, p = 0.03). Significant or near-significant correlations were found between some hormonal measurements and HCV in the MDDs alone (DHEA: r = 0.482, p = 0.059; DHEAS: r = 0.507, p = 0.045; cort/DHEA: r = −0.589, p = 0.02; cort/DHEAS: r = −0.424 p = 0.10), but not in the controls alone (DHEA: r = 0.070, p = 0.79; DHEAS: r = 0.077, p = 0.77; cort/DHEA: r = −0.427, p = 0.09; cort/DHEAS: r = −0.331, p = 0.19). However, Group (MDDs vs controls) did not have a significant effect on the relationship between cortisol, DHEA(S), and their ratios with HCV (p > 0.475 in all analyses). Although the exact relationship between serum and central steroid concentrations as well as their effects on the human hippocampus remains not known, these preliminary results suggest that the ratio of cortisol to DHEA(S), compared to serum cortisol alone, may convey additional information about “net steroid activity” with relation to HCV.
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- 2016
28. Medial temporal lobe subregional morphometry using high resolution MRI in Alzheimer’s Disease
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Susanne G. Mueller, David A. Wolk, Michael W. Weiner, Paul A. Yushkevich, and Sandhitsu R. Das
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Male ,Aging ,Pathology ,medicine.medical_specialty ,Neuroimaging ,Hippocampal formation ,050105 experimental psychology ,Article ,Temporal lobe ,03 medical and health sciences ,0302 clinical medicine ,Atrophy ,Alzheimer Disease ,medicine ,Dementia ,Humans ,0501 psychology and cognitive sciences ,Aged ,Aged, 80 and over ,General Neuroscience ,05 social sciences ,Neurofibrillary tangle ,medicine.disease ,Image Enhancement ,Magnetic Resonance Imaging ,Temporal Lobe ,Female ,Neurology (clinical) ,Geriatrics and Gerontology ,Alzheimer's disease ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Braak staging ,Developmental Biology - Abstract
Autopsy studies of Alzheimer's disease (AD) have found that neurofibrillary tangle (NFT) pathology of the medial temporal lobe (MTL) demonstrates selective topography with relatively stereotyped subregional involvement at early disease stages, prompting interest in more granular measurement of these structures with in vivo magnetic resonance imaging. We applied a novel, automated method for measurement of hippocampal subfields and extrahippocampal MTL cortical regions. The cohort included cognitively normal (CN) adults (n = 86), early mild cognitive impairment (n = 43), late MCI (n = 22), and mild AD (n = 40) patients from the Alzheimer's Disease Neuroimaging Initiative (ADNI). For pseudolongitudinal analysis of the continuum from preclinical to mild AD dementia, the groups were further divided according to amyloid status based on positron emission tomography. Specific subregions associated with the early NFT pathology of AD were more sensitive to preclinical and early prodromal AD than whole hippocampal volume while more diffuse involvement was found in later stages. In particular, BA35, the first region associated with NFT deposition, was the only region to discriminate preclinical AD from amyloid negative cognitively normal adults ("normal aging"). In general, patterns of atrophy in the pseudolongitudinal analysis largely recapitulated Braak staging of NFTs within the MTL.
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- 2016
29. Cortical Atrophy is Associated with Accelerated Cognitive Decline in Mild Cognitive Impairment with Subsyndromal Depression
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Susanne G. Mueller, Duygu Tosun, Craig Nelson, Mitzi M. Gonzales, David Bickford, Niklas Mattsson, Philip S. Insel, R. Scott Mackin, Simona Sacuiu, and Michael W. Weiner
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Male ,medicine.medical_specialty ,Trail Making Test ,Prefrontal Cortex ,Audiology ,Gyrus Cinguli ,Article ,03 medical and health sciences ,0302 clinical medicine ,Atrophy ,medicine ,Humans ,Cognitive Dysfunction ,Cognitive decline ,Psychiatry ,Aged ,Psychiatric Status Rating Scales ,Aged, 80 and over ,Depressive Disorder ,030214 geriatrics ,Depression ,Repeated measures design ,Wechsler Adult Intelligence Scale ,Cognition ,medicine.disease ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Frontal lobe ,Disease Progression ,Female ,Geriatrics and Gerontology ,Alzheimer's disease ,Psychology ,030217 neurology & neurosurgery ,Follow-Up Studies - Abstract
OBJECTIVES: To investigate the association between cognitive decline and cortical atrophy in individuals with mild cognitive impairment (MCI) and chronic subsyndromal symptoms of depression (SSD) over a four-year period. DESIGN: Prospective cohort study. SETTING: Multicenter, clinic-based. PARTICIPANTS: Within the Alzheimer’s Disease Neuroimaging Initiative repository, the Neuropsychiatric Inventory was used to identify MCI individuals with stable endorsement (SSD group N=32) or no endorsement (non-SSD group N=69) of depressive symptoms across timepoints. MEASUREMENTS: Repeated measures of cognitive outcomes, cortical atrophy, and their associations were evaluated with mixed effects models adjusting for age, education, gender, and APOE genotype. RESULTS: The SSD group demonstrated accelerated decline on measures of global cognition (Alzheimer’s Disease Assessment Scale (df=421, t=2.242, p=0.025), memory (Wechsler Memory Scale-Revised Logical Memory II (df=244, t=−2.525, p=0.011), information processing speed (Trail Making Test Parts A (df=421, t=2.376, p=0.018) and B (df=421, t=2.533, p=0.012)), and semantic fluency (Category Fluency (df=424, t=−2.418, p=0.016), as well as accelerated frontal lobe (df=341, t=−2.648, p=0.008) and anterior cingulate (df=341, t=−3.786, p
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- 2016
30. Different structural correlates for verbal memory impairment in temporal lobe epilepsy with and without mesial temporal lobe sclerosis
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Paul A. Garcia, Susanne G. Mueller, William J. McMullen, Michael W. Weiner, Kenneth D. Laxer, Cathy Scanlon, Kimford J. Meador, and David W. Loring
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Adult ,Male ,Wechsler Memory Scale ,genetic structures ,Hippocampus ,Neuropsychological Tests ,Hippocampal formation ,behavioral disciplines and activities ,Article ,Temporal lobe ,Young Adult ,Image Processing, Computer-Assisted ,medicine ,Humans ,Memory impairment ,Radiology, Nuclear Medicine and imaging ,Brain Diseases ,Memory Disorders ,Hippocampal sclerosis ,Sclerosis ,Radiological and Ultrasound Technology ,Recall ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Temporal Lobe ,nervous system diseases ,Epilepsy, Temporal Lobe ,nervous system ,Neurology ,Female ,Neurology (clinical) ,Anatomy ,Verbal memory ,Psychology ,Neuroscience ,psychological phenomena and processes - Abstract
Memory impairment is one of the most prominent cognitive deficits in temporal lobe epilepsy (TLE). The overall goal of this study was to explore the contribution of cortical and hippocampal (subfield) damage to impairment of auditory immediate recall (AIMrecall), auditory delayed recall (ADMrecall), and auditory delayed recognition (ADMrecog) of the Wechsler Memory Scale III (WMS-III) in TLE with (TLE-MTS) and without hippocampal sclerosis (TLE-no). It was hypothesized that volume loss in different subfields determines memory impairment in TLE-MTS and temporal neocortical thinning in TLE-no.T1 whole brain and T2-weighted hippocampal magnetic resonance imaging and WMS-III were acquired in 22 controls, 18 TLE-MTS, and 25 TLE-no. Hippocampal subfields were determined on the T2 image. Free surfer was used to obtain cortical thickness averages of temporal, frontal, and parietal cortical regions of interest (ROI). MANOVA and stepwise regression analysis were used to identify hippocampal subfields and cortical ROI significantly contributing to AIMrecall, ADMrecall, and ADMrecog.In TLE-MTS, AIMrecall was associated with cornu ammonis 3 (CA3) and dentate (CA3DG) and pars opercularis, ADMrecall with CA1 and pars triangularis, and ADMrecog with CA1. In TLE-no, AIMrecall was associated with CA3DG and fusiform gyrus (FUSI), and ADMrecall and ADMrecog were associated with FUSI.The study provided the evidence for different structural correlates of the verbal memory impairment in TLE-MTS and TLE-no. In TLE-MTS, the memory impairment was mainly associated by subfield-specific hippocampal and inferior frontal cortical damage. In TLE-no, the impairment was associated by mesial-temporal cortical and to a lesser degree hippocampal damage.
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- 2011
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31. Patterns of altered cortical perfusion and diminished subcortical integrity in posttraumatic stress disorder: An MRI study
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Wang Zhan, Lauren Boreta, Maryann Lenoci, Susanne G. Mueller, Thomas C. Neylan, Charles R. Marmar, Christopher R.K. Ching, Michael W. Weiner, Yu Zhang, Norbert Schuff, and Zhen Wang
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Male ,medicine.medical_specialty ,Cognitive Neuroscience ,behavioral disciplines and activities ,Article ,White matter ,Angular gyrus ,Internal medicine ,Image Interpretation, Computer-Assisted ,mental disorders ,Fractional anisotropy ,medicine ,Humans ,Prefrontal cortex ,Anterior cingulate cortex ,Combat Disorders ,medicine.diagnostic_test ,Brain ,Magnetic resonance imaging ,Middle Aged ,Diffusion Magnetic Resonance Imaging ,medicine.anatomical_structure ,Neurology ,Frontal lobe ,Cerebrovascular Circulation ,Cardiology ,Anisotropy ,Psychology ,Neuroscience ,Diffusion MRI - Abstract
Posttraumatic stress disorder (PTSD) accounts for a substantial proportion of casualties among surviving soldiers of the Iraq and Afghanistan wars. Currently, the assessment of PTSD is based exclusively on symptoms, making it difficult to obtain an accurate diagnosis. This study aimed to find potential imaging markers for PTSD using structural, perfusion, and diffusion magnetic resonance imaging (MRI) together. Seventeen male veterans with PTSD (45 ± 14 years old) and 15 age-matched male veterans without PTSD had measurements of regional cerebral blood flow (rCBF) using arterial spin labeling (ASL) perfusion MRI. A slightly larger group had also measurements of white matter integrity using diffusion tensor imaging (DTI) with computations of regional fractional anisotropy (FA). The same subjects also had structural MRI of the hippocampal subfields as reported recently (W. Zhen et al. Arch Gen Psych 2010;67(3):296–303). On ASL-MRI, subjects with PTSD had increased rCBF in primarily right parietal and superior temporal cortices. On DTI, subjects with PTSD had FA reduction in white matter regions of the prefrontal lobe, including areas near the anterior cingulate cortex and prefrontal cortex as well as in the posterior angular gyrus. In conclusion, PTSD is associated with a systematic pattern of physiological and structural abnormalities in predominantly frontal lobe and limbic brain regions. Structural, perfusion, and diffusion MRI together may provide a signature for a PTSD marker.
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- 2011
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32. Evidence of neurodegeneration in brains of older adults who do not yet fulfill MCI criteria
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Linda L. Chao, Shannon Buckley, Bruce L. Miller, Jeremy A. Elman, K. Peek, Joel H. Kramer, S. Raptentsetseng, Norbert Schuff, Kristine Yaffe, Susanne G. Mueller, M. W. Weiner, Dan M Mungas, and Catherine Madison
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Male ,Aging ,medicine.medical_specialty ,Magnetic Resonance Spectroscopy ,Neuropsychological Tests ,Audiology ,behavioral disciplines and activities ,Article ,Temporal lobe ,mental disorders ,medicine ,Humans ,Cognitive impairment ,Aged ,Aged, 80 and over ,Psychiatric Status Rating Scales ,General Neuroscience ,Neurodegeneration ,Brain ,Cognition ,Middle Aged ,Entorhinal cortex ,medicine.disease ,Magnetic Resonance Imaging ,Group norms ,Posterior cingulate ,Nerve Degeneration ,Female ,Neurology (clinical) ,Neuropsychological testing ,Protons ,Geriatrics and Gerontology ,Cognition Disorders ,Psychology ,Neuroscience ,Developmental Biology - Abstract
We sought to determine whether there are structural and metabolic changes in the brains of older adults with cognitive complaints yet who do not meet MCI criteria (i.e., preMCI). We compared the volumes of regional lobar gray matter (GM) and medial temporal lobe structures, including the hippocampus, entorhinal cortex (ERC), fusiform and parahippocampal gyri, and metabolite ratios from the posterior cingulate in individuals who had a Clinical Demetia Rating (CDR) of 0.5, but who did not meet MCI criteria (preMCI, N = 17), patients with mild cognitive impairment (MCI, N = 13), and cognitively normal controls (N = 18). Controls had more ERC, fusiform, and frontal gray matter volume than preMCI and MCI subjects and greater parahippocampal volume and more posterior cingulate N-acetylaspartate (NAA)/myoinosotil (mI) than MCI. There were no significant differences between MCI and preMCI subjects on any of these measures. These findings suggest there are neurodegenerative changes in the brains of older adults who have cognitive complaints severe enough to qualify for CDR = 0.5 yet show no deficits on formal neuropsychological testing. The results further support the hypothesis that detection of individuals with very mild forms of Alzheimer's disease (AD) may be facilitated by use of the CDR, which emphasizes changes in cognition over time within individuals rather than comparison with group norms.
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- 2010
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33. Influences of lobar gray matter and white matter lesion load on cognition and mood
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Helena C. Chui, Wendy J. Mack, Valerie Cardenas-Nicolson, Helen Lavretsky, Joel H. Kramer, Maxwell Greene, Norbert Schuff, Michael W. Weiner, Susanne G. Mueller, and Dan M Mungas
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Male ,medicine.medical_specialty ,Population ,Neuroscience (miscellaneous) ,Neuropsychological Tests ,Grey matter ,Audiology ,Hippocampus ,Nerve Fibers, Myelinated ,behavioral disciplines and activities ,Article ,White matter ,Atrophy ,Alzheimer Disease ,mental disorders ,Image Processing, Computer-Assisted ,medicine ,Humans ,Dementia ,Radiology, Nuclear Medicine and imaging ,education ,Aged ,Aged, 80 and over ,Cerebral Cortex ,Psychiatric Status Rating Scales ,Analysis of Variance ,education.field_of_study ,Depression ,Dementia, Vascular ,medicine.disease ,Magnetic Resonance Imaging ,Hyperintensity ,Psychiatry and Mental health ,medicine.anatomical_structure ,Mood ,Female ,Alzheimer's disease ,Cognition Disorders ,Psychology ,Neuroscience - Abstract
Depressed mood is a frequent co-morbidity of dementia suggesting that they might share a common neuropathological substrate. Gray matter (GM) atrophy and white matter lesions (WML) have been described in both conditions. Our aims were to determine the relationship of GM and WML with cognition and depressed mood in the same population. Structural brain images were obtained from 42 controls, 20 Alzheimer's disease (AD) patients and 32 subjects with cognitive impairment/dementia due to subcortical cerebrovascular disease (vascCIND/IVD). Images were segmented to obtain lobar GM, white matter and WML volumes. Lobar WML had a negative effect on GM in all lobes in controls, on frontal, parietal and occipital GM in AD and on frontal GM in vascCIND/IVD. Frontal, temporal and hippocampal GM were associated with cognitive functions and frontal WML load with depressed mood. Cognitive function is associated with GM atrophy and depressed mood is associated with frontal WML. This indicates that although both often occur together, depressed mood and cognitive impairment have different pathological correlates.
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- 2010
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34. Involvement of the thalamocortical network in TLE with and without mesiotemporal sclerosis
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Daniel Finlay, Ian Cheong, Paul A. Garcia, Valerie Cardenas-Nicolson, Susanne G. Mueller, Michael W. Weiner, Jerome Barakos, and Kenneth D. Laxer
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Thalamus ,Hippocampus ,Anatomy ,Hippocampal formation ,behavioral disciplines and activities ,Brain mapping ,Lobe ,Temporal lobe ,medicine.anatomical_structure ,nervous system ,Neurology ,Cerebral cortex ,Inferior temporal gyrus ,medicine ,Neurology (clinical) ,Psychology ,Neuroscience - Abstract
Temporal lobe epilepsy (TLE) is the most common form of partial epilepsy. Based on imaging and histopathologic findings, two types of nonlesional TLE are distinguished: TLE with mesiotemporal lobe sclerosis (TLE-MTS) characterized by an atrophied hippocampus with signal abnormalities on magnetic resonance imaging (MRI) and severe neuronal loss on histologic examination (TLE-MTS, about 60–70%), and TLE with normal-appearing hippocampus on MRI and no or only mild hippocampal neuronal loss on histologic examination (TLE-no, about 30–40%). Depth electroencephalography (EEG) recordings (Vossler et al., 2004) and neuroimaging (Carne et al., 2007, Mueller et al., 2007a) suggest that in TLE-MTS seizures arise from a circumscribed region in the mesiotemporal region/hippocampus as opposed to TLE-no, wherein they arise from a more widespread, less well-defined region in inferolateral temporal lobe. In both conditions, seizures are not restricted to the hippocampus and/or temporal lobe, but can also spread to other brain regions and cause structural and metabolic abnormalities similar to those in the focus (Jutila et al., 2001; Moran et al., 2001; Keller et al., 2004). A structure of particular interest in this regard is the thalamus, in which bilateral volume loss and/or uni- or bilateral hypometabolism have consistently been described in TLE-MTS (Juhasz et al., 1999; Mueller et al., 2006, 2007a; Gong et al., 2008; Labate et al., 2008; Seidenberg et al., 2008). The thalamus not only receives massive neuronal projections from temporal limbic regions but has also widespread reciprocal connections to subcortical structures and other cortical regions. Because of its unique role as gateway between brain structures, it has been suggested that the thalamus might play an active role in seizure propagation to other brain regions (Margerison & Corsellis, 1966; Lothman & Collins, 1981; Cassidy & Gale, 1998; Rosenberg et al., 2006; Guye et al., 2006; Bertram et al., 2008; Sloan & Bertram, 2008). Seizure spread beyond the thalamus could cause neuronal loss due to deafferentation or local excitotoxic effects and thus contribute to the widespread extratemporal structural abnormalities observed in TLE. To our knowledge the relationship between thalamic volume losses and structural changes in extratemporal brain regions in TLE has not been studied systematically. The overall aim of this study was to further investigate how volume losses in the epileptogenic focus (TLE-MTS, hippocampus; TLE-no, cortical: thickness of the inferior temporal gyrus), ipsilateral thalamus, and extrafocal cortical structures relate to each other using the FreeSurfer software package (version 3.05; https://surfer.nmr.mgh.harvard.edu) to assess cortical thickness and deformation-based morphometry to identify regions of thalamic volume loss. Specifically, the following hypotheses were tested: (1) In TLE-MTS, thalamic volume loss is most prominent in the anterior thalamic and lateral dorsal nucleus, that is, nuclei receiving direct projections from CA1, the only hippocampal subfield with direct connections to the thalamus (Herkenham, 1978; Cenquizca & Swanson, 2006). Volume/neuronal loss there leads to loss of thalamocortical projections and thus to cortical thinning in the corresponding temporal and extratemporal projection areas. (2) Based on the assumption that the focus in TLE-no is located in the inferolateral temporal lobe, the medial pulvinar, which receives projections from this area, will show the most prominent volume loss. The distribution of extrafocal cortical thinning corresponds to cortical projection areas of the pulvinar.
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- 2009
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35. Characterization of white matter degeneration in elderly subjects by magnetic resonance diffusion and FLAIR imaging correlation
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Yu Zhang, Peter Lorenzen, Stathis Hadjidemetriou, Norbert Schuff, Susanne G. Mueller, Wang Zhan, and Michael W. Weiner
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Male ,Cognitive Neuroscience ,Fluid-attenuated inversion recovery ,Article ,White matter ,Lesion ,Cerebrospinal fluid ,Fractional anisotropy ,medicine ,Humans ,Dementia ,Computer Simulation ,Myelin Sheath ,Aged ,medicine.diagnostic_test ,business.industry ,Brain ,Neurodegenerative Diseases ,Magnetic resonance imaging ,Organ Size ,medicine.disease ,Magnetic Resonance Imaging ,Diffusion Magnetic Resonance Imaging ,medicine.anatomical_structure ,nervous system ,Neurology ,Anisotropy ,Female ,medicine.symptom ,Psychology ,Nuclear medicine ,business ,Diffusion MRI - Abstract
Fluid attenuated inversion recovery (FLAIR) and diffusion tensor imaging (DTI) techniques have been widely used to evaluate white matter (WM) alterations associated with aging, dementia and cerebral vascular disease. The relationship between FLAIR detected WM lesions (WML) and DTI detected WM integrity changes, however, remains unclear. To investigate this association, voxelwise correlations between 4 Tesla DTI and FLAIR images from elderly subjects were performed by relating WML volume and intensity in FLAIR to fractional anisotropy (FA) and mean diffusivity (MD) in DTI. Significant DTI–FLAIR correlations were found in regions overlapping with the WML of moderate intensities in FLAIR. No significant correlations were detected in periventricular regions where the FLAIR intensities are particularly high. The findings are consistent with a transitional model for WM degeneration from normal WM to cerebrospinal fluid (CSF). The results show that the correlation between DTI and FLAIR disappears when the FLAIR intensity of WML reaches its maximum at a certain lesion severity, and that the correlations may remerge with reversed signs when the lesion severity is further increased. These results suggest that the different stages of WM degeneration in elderly subjects can be better characterized by regional DTI–FLAIR correlations than single modality alone.
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- 2009
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36. Subfield atrophy pattern in temporal lobe epilepsy with and without mesial sclerosis detected by high-resolution MRI at 4 Tesla: Preliminary results
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Susanne G. Mueller, Jerome Barakos, Michael W. Weiner, Paul A. Garcia, Kenneth D. Laxer, and Ian Cheong
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Adult ,Male ,Hippocampus ,Hippocampal formation ,behavioral disciplines and activities ,Article ,Temporal lobe ,Central nervous system disease ,Young Adult ,Epilepsy ,Atrophy ,Image Processing, Computer-Assisted ,medicine ,Humans ,Hippocampal sclerosis ,Sclerosis ,medicine.diagnostic_test ,business.industry ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,nervous system diseases ,Epilepsy, Temporal Lobe ,nervous system ,Neurology ,Multivariate Analysis ,Female ,Neurology (clinical) ,Nuclear medicine ,business ,Psychology ,Neuroscience ,psychological phenomena and processes - Abstract
High-resolution magnetic resonance imaging (MRI) at 4 Tesla depicts details of the internal structure of the hippocampus not visible at 1.5 Tesla, and so allows for in vivo parcellation of different hippocampal subfields. The aim of this study was to test if distinct subfield atrophy patterns can be detected in temporal lobe epilepsy (TLE) with mesial temporal sclerosis (TLE-MTS) and without (TLE-no) hippocampal sclerosis.High-resolution T(2)-weighted hippocampal images were acquired in 34 controls: 15 TLE-MTS and 18 TLE-no. Entorhinal cortex (ERC), subiculum (SUB), CA1, CA2, and CA3, and dentate (CA3DG) volumes were determined using a manual parcellation scheme.TLE-MTS had significantly smaller ipsilateral CA1, CA2, CA3DG, and total hippocampal volume than controls or TLE-no. Mean ipsilateral CA1 and CA3DG z-scores were significantly lower than ipsilateral CA2, ERC, and SUB z-scores. There were no significant differences between the various subfield or hippocampal z-scores on either the ipsi- or the contralateral side in TLE-no. Using a z-scoreor=-2.0 to identify severe volume loss, the following atrophy patterns were found in TLE-MTS: CA1 atrophy, CA3DG atrophy, CA1 and CA3DG atrophy, and global hippocampal atrophy. Significant subfield atrophy was found in three TLE-no: contralateral SUB atrophy, bilateral CA3DG atrophy, and ipsilateral ERC and SUB atrophy.Using a manual parcellation scheme on 4 Tesla high-resolution MRI, we found the characteristic ipsilateral CA1 and CA3DG atrophy described in TLE-MTS. Seventeen percent of the TLE-no had subfield atrophy despite normal total hippocampal volume. These findings indicate that high-resolution MRI and subfield volumetry provide superior information compared to standard hippocampal volumetry.
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- 2009
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37. Selective effect of age, Apo e4, and Alzheimer's disease on hippocampal subfields
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Michael W. Weiner and Susanne G. Mueller
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Adult ,Male ,Apolipoprotein E ,Aging ,Cognitive Neuroscience ,Apolipoprotein E4 ,Hippocampus ,Hippocampal formation ,Article ,Young Adult ,Alzheimer Disease ,medicine ,Humans ,Aged ,Aged, 80 and over ,medicine.diagnostic_test ,Dentate gyrus ,Neurodegeneration ,Age Factors ,Subiculum ,Magnetic resonance imaging ,Organ Size ,Sequence Analysis, DNA ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,nervous system ,Linear Models ,Female ,Alzheimer's disease ,Cognition Disorders ,Psychology ,Neuroscience - Abstract
Histopathological studies and animal models suggest that different physiological and pathophysiological processes exert different subfield specific effects on the hippocampus. High-resolution images at 4T depict details of the internal structure of the hippocampus allowing for in vivo volumetry of hippocampal subfields. The aims of this study were (1) to determine patterns of hippocampal subfield volume loss due to normal aging and Apo e4 carrier state, (2) to determine subfield specific volume losses due to preclinical (MCI) and clinical Alzheimer’s disease (AD) and their modification due to age and Apo e4 carrier state. One hundred fifty seven subjects (119 cognitively healthy elderly controls, 20 MCI and 18 AD) were studied with a high resolution T2 weighted imaging sequence obtained at 4T aimed at the hippocampus. Apo e4 carrier state was known in 95 subjects (66 controls, 14 MCI, 15 AD). Subiculum (SUB), CA1, CA1–CA2 transition zone (CA1–2 transition), CA3- dentate gyrus (CA3&DG) were manually marked. Multiple linear regression analysis was used to test for effects of age, Apo e4 carrier state and effects of MCI and AD on different hippocampal subfields. Age had a significant negative effect on CA1 and CA3&DG volumes in controls (P < 0.05). AD had significantly smaller volumes of SUB, CA1, CA1–2 transition, and MCI had smaller CA1–2 transition volumes than controls (P < 0.05). Apo e4 carrier state was associated with volume loss in CA3&DG compared to non-Apo e4 carriers in healthy controls and AD. Based on these findings, we conclude that subfield volumetry provides regional selective information that allows to distinguish between different normal and pathological processes affecting the hippocampus and thus for an improved differential diagnosis of neurodegenerative diseases affecting the hippocampus.
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- 2009
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38. Restoration of MRI data for intensity non-uniformities using local high order intensity statistics
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Stathis Hadjidemetriou, Susanne G. Mueller, Norbert Schuff, Michael W. Weiner, and Colin Studholme
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Computer science ,Models, Neurological ,Health Informatics ,Sensitivity and Specificity ,Article ,symbols.namesake ,Neuroimaging ,Robustness (computer science) ,Atlas (anatomy) ,Image Interpretation, Computer-Assisted ,Statistics ,medicine ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Models, Statistical ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,Human head ,business.industry ,Wiener filter ,Brain ,Reproducibility of Results ,Magnetic resonance imaging ,Image Enhancement ,Magnetic Resonance Imaging ,Computer Graphics and Computer-Aided Design ,Intensity (physics) ,Noise ,medicine.anatomical_structure ,Data Interpretation, Statistical ,symbols ,Anisotropy ,Computer Vision and Pattern Recognition ,Artificial intelligence ,business ,Algorithms - Abstract
MRI at high magnetic fields (>3.0 T) is complicated by strong inhomogeneous radio-frequency fields, sometimes termed the “bias field”. These lead to non-biological intensity non-uniformities across the image. They can complicate further image analysis such as registration and tissue segmentation. Existing methods for intensity uniformity restoration have been optimized for 1.5 T, but they are less effective for 3.0 T MRI, and not at all satisfactory for higher fields. Also, many of the existing restoration algorithms require a brain template or use a prior atlas, which can restrict their practicalities. In this study an effective intensity uniformity restoration algorithm has been developed based on non-parametric statistics of high order local intensity co-occurrences. These statistics are restored with a non-stationary Wiener filter. The algorithm also assumes a smooth non-uniformity and is stable. It does not require a prior atlas and is robust to variations in anatomy. In geriatric brain imaging it is robust to variations such as enlarged ventricles and low contrast to noise ratio. The co-occurrence statistics improve robustness to whole head images with pronounced non-uniformities present in high field acquisitions. Its significantly improved performance and lower time requirements have been demonstrated by comparing it to the very commonly used N3 algorithm on BrainWeb MR simulator images as well as on real 4 T human head images.
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- 2009
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39. Selective effect of Apo e4 on CA3 and dentate in normal aging and Alzheimer's disease using high resolution MRI at 4 T
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Norbert Schuff, Susanne G. Mueller, Jeffrey L. Elman, Michael W. Weiner, and Sky Raptentsetsang
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Adult ,Male ,Gerontology ,Apolipoprotein E ,Aging ,medicine.medical_specialty ,Cognitive Neuroscience ,Apolipoprotein E4 ,Normal aging ,Disease ,Hippocampal formation ,Hippocampus ,Article ,Alzheimer Disease ,In vivo ,Internal medicine ,medicine ,Humans ,Genetic Predisposition to Disease ,Aged ,Aged, 80 and over ,Dentate gyrus ,Subiculum ,Middle Aged ,Image Enhancement ,Entorhinal cortex ,Magnetic Resonance Imaging ,Endocrinology ,nervous system ,Neurology ,Dentate Gyrus ,Female ,Psychology - Abstract
Background Details of the internal hippocampal structure visible at 4 T allow for in vivo volumetry of subfields. The aims of this study were: 1. To determine if Apo e4 has subfield specific effects in controls. 2. To study the influence of Apo e4 on hippocampal subfields in AD. Methods 81 subjects (66 controls, mean age 60.8 ± 13.6, range: 28–85 years), and 15 AD (mean age 67.5 ± 9.3) were studied. Entorhinal cortex, subiculum, CA1, CA1–CA2 transition zone, CA3–4 and dentate gyrus (CA3&DG) and total hippocampal volume were determined using a manual marking strategy. Results Significant effects for Apo e4 on the CA3&DG were found in the total control population ( p = 0.042) and in older controls (61–85 years) ( p = 0.036) but not in younger (28–60 years) controls. Significant effects for Apo e4 ( p = 0.0035) on CA3&DG were also found in a subgroup of older subjects and AD subjects. AD with Apo e4 had smaller CA3&DG than AD without Apo e4 ( p = 0.027). Conclusions These findings suggest that Apo e4 exerts a regionally selective effect on CA3&DG in normal aging and AD.
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- 2008
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40. Relating Cortical Atrophy in Temporal Lobe Epilepsy with Graph Diffusion-Based Network Models
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Susanne G. Mueller, Farras Abdelnour, Ashish Raj, and Sporns, Olaf
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Male ,Neurodegenerative ,Hippocampus ,Mathematical Sciences ,Epilepsy ,Models ,2.1 Biological and endogenous factors ,Aetiology ,lcsh:QH301-705.5 ,Network model ,Ecology ,medicine.diagnostic_test ,Biological Sciences ,Magnetic Resonance Imaging ,Graph ,Temporal Lobe ,medicine.anatomical_structure ,Computational Theory and Mathematics ,Modeling and Simulation ,Neurological ,Biomedical Imaging ,Female ,psychological phenomena and processes ,Research Article ,Bioinformatics ,Models, Neurological ,behavioral disciplines and activities ,Temporal lobe ,White matter ,Cellular and Molecular Neuroscience ,Atrophy ,Clinical Research ,Information and Computing Sciences ,Genetics ,medicine ,Connectome ,Humans ,Computer Simulation ,Molecular Biology ,Ecology, Evolution, Behavior and Systematics ,Cortical atrophy ,business.industry ,Neurosciences ,Magnetic resonance imaging ,medicine.disease ,nervous system diseases ,Brain Disorders ,lcsh:Biology (General) ,Epilepsy, Temporal Lobe ,nervous system ,Nerve Net ,business ,Neuroscience - Abstract
Mesial temporal lobe epilepsy (TLE) is characterized by stereotyped origination and spread pattern of epileptogenic activity, which is reflected in stereotyped topographic distribution of neuronal atrophy on magnetic resonance imaging (MRI). Both epileptogenic activity and atrophy spread appear to follow white matter connections. We model the networked spread of activity and atrophy in TLE from first principles via two simple first order network diffusion models. Atrophy distribution is modeled as a simple consequence of the propagation of epileptogenic activity in one model, and as a progressive degenerative process in the other. We show that the network models closely reproduce the regional volumetric gray matter atrophy distribution of two epilepsy cohorts: 29 TLE subjects with medial temporal sclerosis (TLE-MTS), and 50 TLE subjects with normal appearance on MRI (TLE-no). Statistical validation at the group level suggests high correlation with measured atrophy (R = 0.586 for TLE-MTS, R = 0.283 for TLE-no). We conclude that atrophy spread model out-performs the hyperactivity spread model. These results pave the way for future clinical application of the proposed model on individual patients, including estimating future spread of atrophy, identification of seizure onset zones and surgical planning., Author Summary Medial temporal lobe epilepsy is the most common form of focal epilepsy. In this work we investigate two models describing the dynamics of epilepsy. In the first model the extrahippocampal spread of seizure activity is primarily responsible for the apparent topographic distribution of atrophy. The second hypothesis is that loss of hippocampal neurons leads to remote deafferentation followed by gradual and progressive neuronal loss in connected regions. Impoverishment of hippocampal connections can lead to reduced complexity of remote circuitry. The purpose of this work is to develop network theoretic models of regional atrophy dynamics resulting from each of the above hypotheses, and to statistically determine which model is a better descriptor of the spatial patterning of real TLE atrophy. Both models are based on simple graph theoretic models of influence spread as a network diffusion process, enacted on the brains structural connectivity network.
- Published
- 2015
41. CHRONIC DEPRESSIVE SYMPTOMATOLOGY IN MILD COGNITIVE IMPAIRMENT IS ASSOCIATED WITH FRONTAL ATROPHY RATE WHICH HASTENS CONVERSION TO ALZHEIMER DEMENTIA
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Simona Sacuiu, R. Scott Mackin, Susanne G. Mueller, Michael Weiner, Charles DeCarli, Paul S. Aisen, Clifford R. Jack, Niklas Mattsson, Philip S. Insel, Duygu Tosun, and Ronald C. Petersen
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Male ,Pediatrics ,medicine.medical_specialty ,Neuroimaging ,Neuropsychological Tests ,Article ,03 medical and health sciences ,0302 clinical medicine ,Atrophy ,Frontal cortical atrophy ,Alzheimer Disease ,medicine ,Dementia ,Humans ,Cognitive Dysfunction ,Risk factor ,Psychiatry ,Depression (differential diagnoses) ,Aged ,Aged, 80 and over ,Cerebral Cortex ,Psychiatric Status Rating Scales ,Depressive Disorder, Major ,030214 geriatrics ,Depression ,medicine.disease ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Frontal lobe ,Disease Progression ,Female ,Geriatrics and Gerontology ,Alzheimer's disease ,Psychology ,030217 neurology & neurosurgery ,Neuropsychiatric Inventory Questionnaire - Abstract
Objective Investigate the association of chronic depressive symptomatology (chrDS) with cortical atrophy rates and conversion to Alzheimer dementia (AD) over 3 years in mild cognitive impairment (MCI). Methods In a multicenter, clinic-based study, MCI elderly participants were selected from the Alzheimer's Disease Neuroimaging Initiative repository, based on availability of both serial structural magnetic resonance imaging and chrDS endorsed on three depression-related items from the Neuropsychiatric Inventory Questionnaire (chrDS N = 32 or no depressive symptoms N = 62) throughout follow-up. Clinical and laboratory investigations were performed every 6 months during the first 2 years and yearly thereafter (median follow-up: 3 years; interquartile range: 1.5–4.0 years). Cortical atrophy rates in 16 predefined frontotemporoparietal regions affected in major depression and AD and the rate of incident AD at follow-up. Results ChrDS in a single domain amnestic MCI sample were associated with accelerated cortical atrophy in the frontal lobe and anterior cingulate but not with atrophy rates in temporomedial or other AD-affected regions. During follow-up, 38 participants (42.7%) developed AD. Participants with chrDS had 60% shorter conversion time to AD than those without depressive symptoms. This association remained significant in survival models adjusted for temporomedial atrophy rates and showed the same trend in models adjusted for frontal cortical atrophy rate, which all increased the risk of AD. Conclusion Our results suggest that chrDS associated with progressive atrophy of frontal regions may represent an additional risk factor for conversion to dementia in MCI as opposite to representing typical prodromal AD symptomatology.
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- 2015
42. Magnetic resonance imaging in Alzheimer's Disease Neuroimaging Initiative 2
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Boris A. Gutman, Christine Fennema-Notestine, Paul M. Thompson, James B. Brewer, Linda K. McEvoy, Susanne G. Mueller, Kristine B. Walhovd, Ian B. Malone, Charles DeCarli, Anders M. Dale, Shona Clegg, Sebastien Ourselin, Norbert Schuff, Evan Fletcher, Niklas Mattsson, Kejal Kantarci, Bret J. Borowski, Michael W. Weiner, Marc Modat, Josephine Barnes, Philip S. Insel, Matt A. Bernstein, Rachel L. Nosheny, Jeff Gunter, Kelvin K. Leung, Dominic Holland, Christopher R.K. Ching, Samantha M. Zuk, Gunnar Krueger, Pauline Maillard, Yansong Zhao, Xue Hua, Prashanthi Vemuri, Clifford R. Jack, Nick C. Fox, Rahul S. Desikan, Ronald J. Killiany, Anders M. Fjell, Dan Rettmann, Alix Simonson, Scott Mackin, Owen Carmichael, and Matthew L. Senjem
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medicine.medical_specialty ,Epidemiology ,Clinical Neurology ,Neuroimaging ,History, 21st Century ,Article ,Diffusion ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Alzheimer Disease ,mental disorders ,medicine ,ADNI ,Image Processing, Computer-Assisted ,Image acquisition ,Humans ,Medical physics ,Psychiatry ,medicine.diagnostic_test ,Mr perfusion ,Functional connectivity ,Health Policy ,Alzheimer's Disease Neuroimaging Initiative ,Brain ,Magnetic resonance imaging ,Alzheimer's disease ,History, 20th Century ,Magnetic Resonance Imaging ,Clinical trial ,Perfusion ,Resting functional MRI ,Psychiatry and Mental health ,Positron-Emission Tomography ,Spin Labels ,Neurology (clinical) ,Geriatrics and Gerontology ,Psychology ,Cognition Disorders ,Control methods ,Biomarkers ,MRI - Abstract
Introduction Alzheimer's Disease Neuroimaging Initiative (ADNI) is now in its 10th year. The primary objective of the magnetic resonance imaging (MRI) core of ADNI has been to improve methods for clinical trials in Alzheimer's disease (AD) and related disorders. Methods We review the contributions of the MRI core from present and past cycles of ADNI (ADNI-1, -Grand Opportunity and -2). We also review plans for the future-ADNI-3. Results Contributions of the MRI core include creating standardized acquisition protocols and quality control methods; examining the effect of technical features of image acquisition and analysis on outcome metrics; deriving sample size estimates for future trials based on those outcomes; and piloting the potential utility of MR perfusion, diffusion, and functional connectivity measures in multicenter clinical trials. Discussion Over the past decade the MRI core of ADNI has fulfilled its mandate of improving methods for clinical trials in AD and will continue to do so in the future.
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- 2015
43. Brain Amyloid-β Burden Is Associated with Disruption of Intrinsic Functional Connectivity within the Medial Temporal Lobe in Cognitively Normal Elderly
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Zhuang Song, Joel H. Kramer, Adam Mezher, Philip S. Insel, Shannon Buckley, Michael W. Weiner, Bruce L. Miller, Duygu Tosun, Sarah Wilkins, Seghel Yohannes, Susanne G. Mueller, and Alix Simonson
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Male ,Aging ,hippocampus ,Image Processing ,Hippocampus ,Neurodegenerative ,Neuropsychological Tests ,Alzheimer's Disease ,Medical and Health Sciences ,Brain mapping ,Tangle ,Computer-Assisted ,Perirhinal cortex ,Image Processing, Computer-Assisted ,2.1 Biological and endogenous factors ,Aetiology ,Brain Mapping ,General Neuroscience ,amyloid ,Brain ,perirhinal cortex ,Articles ,Middle Aged ,Magnetic Resonance Imaging ,Temporal Lobe ,medicine.anatomical_structure ,Neurological ,Biomedical Imaging ,Female ,Psychology ,Amyloid ,Temporal lobe ,Atrophy ,Acquired Cognitive Impairment ,medicine ,Humans ,Effects of sleep deprivation on cognitive performance ,Aged ,Neurology & Neurosurgery ,Amyloid beta-Peptides ,Psychology and Cognitive Sciences ,Neurosciences ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,medicine.disease ,Brain Disorders ,Oxygen ,Positron-Emission Tomography ,Dementia ,Neuroscience - Abstract
The medial temporal lobe is implicated as a key brain region involved in the pathogenesis of Alzheimer's disease (AD) and consequent memory loss. Tau tangle aggregation in this region may develop concurrently with cortical Aβ deposition in preclinical AD, but the pathological relationship between tau and Aβ remains unclear. We used task-free fMRI with a focus on the medical temporal lobe, together with Aβ PET imaging, in cognitively normal elderly human participants. We found that cortical Aβ load was related to disrupted intrinsic functional connectivity of the perirhinal cortex, which is typically the first brain region affected by tauopathies in AD. There was no concurrent association of cortical Aβ load with cognitive performance or brain atrophy. These findings suggest that dysfunction in the medial temporal lobe may represent a very early sign of preclinical AD and may predict future memory loss.
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- 2015
44. Evaluation of treatment effects in Alzheimer's and other neurodegenerative diseases by MRI and MRS
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Norbert Schuff, Susanne G. Mueller, and Michael W. Weiner
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Pathology ,medicine.medical_specialty ,Magnetic Resonance Spectroscopy ,Disease ,Bioinformatics ,Article ,Atrophy ,Neuroimaging ,Alzheimer Disease ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Amyotrophic lateral sclerosis ,Vascular dementia ,Spectroscopy ,Tomography, Emission-Computed, Single-Photon ,Clinical Trials as Topic ,business.industry ,Dementia with Lewy bodies ,Dementia, Vascular ,Amyotrophic Lateral Sclerosis ,Neurodegeneration ,Neurodegenerative Diseases ,Parkinson Disease ,medicine.disease ,Magnetic Resonance Imaging ,Clinical trial ,Neuroprotective Agents ,Treatment Outcome ,Positron-Emission Tomography ,Molecular Medicine ,business - Abstract
Neurodegeneration refers to a large clinically and pathologically heterogeneous disease entity associated with slowly progressive neuronal loss in different anatomical and functional systems of the brain. Neurodegenerative diseases often affect cognition, e.g. Alzheimer's disease (AD), dementia with Lewy bodies and vascular dementia, or different aspects of the motor system, e.g., amyotrophic lateral sclerosis, Parkinson's disease and ataxic disorders. Owing to increasing knowledge about the mechanisms leading to neurodegeneration, the development of treatments able to modify the neurodegenerative process becomes possible for the first time. Currently, clinical outcome measures are used to assess the efficacy of such treatments. However, most clinical outcome measures have a low test-retest reliability and thus considerable measurement variance. Therefore, large patient populations and long observation times are needed to detect treatment effects. Furthermore, clinical outcome measures cannot distinguish between symptomatic and disease-modifying treatment effects. Therefore, alternative biomarkers including neuroimaging may take on a more important role in this process. Because MR scanners are widely available and allow for non-invasive detection and quantification of changes in brain structure and metabolism, there is increasing interest in the use of MRI/MRS to monitor objectively treatment effects in clinical trials of neurodegenerative diseases. Particularly volumetric MRI has been used to measure atrophy rates in treatment trials of AD because the relationship between atrophic changes and neuron loss is well established and correlates well with clinical measures. More research is needed to determine the value of other MR modalities, i.e. diffusion, perfusion and functional MRI and MR spectroscopy, for clinical trials with neuroprotective drugs.
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- 2006
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45. Metabolic characteristics of cortical malformations causing epilepsy
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Peter Vermathen, Gerald B. Matson, Kenneth D. Laxer, Susanne G. Mueller, Jerome Barakos, Derek Flenniken, Michael W. Weiner, and Nathan Cashdollar
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Adult ,In vivo magnetic resonance spectroscopy ,medicine.medical_specialty ,Pathology ,Magnetic Resonance Spectroscopy ,Neurology ,Adolescent ,Phosphocreatine ,Article ,Choline ,Central nervous system disease ,Epilepsy ,health services administration ,Image Processing, Computer-Assisted ,medicine ,Humans ,health care economics and organizations ,Neuroradiology ,Cerebral Cortex ,Aspartic Acid ,medicine.diagnostic_test ,business.industry ,Cortical malformations ,Magnetic resonance imaging ,Creatine ,medicine.disease ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Cerebral cortex ,Neurology (clinical) ,business ,Neuroscience - Abstract
Cortical malformations (CMs) are increasingly recognized as the epileptogenic substrate in patients with medically refractory neocortical epilepsy (NE). The aim of this study was to test the hypotheses that: 1. CMs are metabolically heterogeneous. 2. The structurally normal appearing perilesional zone is characterized by similar metabolic abnormalities as the CM.Magnetic resonance spectroscopic imaging (MRSI) in combination with tissue segmentation was performed on eight patients with NE and CMs and 19 age matched controls. In controls, NAA, Cr, Cho,NAA/Cr and NAA/Cho of all voxels of a given lobe were expressed as a function of white matter content and thresholds for pathological values determined by calculating the 95% prediction intervals. These thresholds were used to identify metabolically abnormal voxels within the CM and in the perilesional zone.30% of all voxels in the CMs were abnormal, most frequently because of decreases of NAA or increases of Cho. Abnormal voxels tended to form metabolically heterogeneous clusters interspersed in metabolically normal regions. Furthermore, 15% of all voxels in the perilesional zone were abnormal, the most frequent being decreases of NAA and Cr.In CMs metabolically normal regions are interspersed with metabolically heterogeneous abnormal regions. Metabolic abnormalities in the perilesional zone share several characteristics of CMs and might therefore represent areas with microscopic malformations and/or intrinsic epileptogenicity.
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- 2005
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46. Identification of the Epileptogenic Lobe in Neocortical Epilepsy with Proton MR Spectroscopic Imaging
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Susanne G. Mueller, Jerome Barakos, Michael W. Weiner, Gerald B. Matson, Peter Vermathen, Nathan Cashdollar, Kenneth D. Laxer, and Derek Flenniken
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Adult ,Male ,Magnetic Resonance Spectroscopy ,Adolescent ,Hippocampus ,Neocortex ,Electroencephalography ,computer.software_genre ,Article ,Choline ,White matter ,Epilepsy ,Voxel ,mental disorders ,medicine ,Humans ,Multislice ,Aspartic Acid ,Brain Mapping ,medicine.diagnostic_test ,business.industry ,Magnetic resonance spectroscopic imaging ,Creatine ,medicine.disease ,Lobe ,medicine.anatomical_structure ,nervous system ,Neurology ,Female ,Epilepsies, Partial ,Neurology (clinical) ,Nuclear medicine ,business ,computer - Abstract
Summary: Purpose: The aim of this study was to evaluate the usefulness of multislice magnetic resonance spectroscopic imaging (MRSI) in combination with tissue segmentation for the identification of the epileptogenic focus in neocortical epilepsy (NE). Methods: Twenty patients with NE (10 with MRI-visible malformations, 10 with normal MRI) and 19 controls were studied. In controls, N-acetylaspartate NAA/Cr and NAA/Cho of all voxels of a given lobe were expressed as a function of white matter, and thresholds were determined by calculating the 95% prediction intervals (PIs) for NAA/Cr and NAA/Cho. Voxels with NAA/Cr or NAA/Cho values less than the 95% PI were defined as “pathological.” Z-scores were calculated. Depending on the magnitude of those z-scores, we used two different methods (score-localization or forced-localization) to identify in a given subject the lobe with the highest percentage of pathological voxels, which was supposed to represent the epileptogenic lobe. Results: MRSI correctly identified the lobe containing the epileptogenic focus as defined by EEG in 65% of the NE patients. MRSI localization of the focus was correct in 70% of the patients with an MRI-visible malformation and in 60% of the patients with normal MRI. Of the patients, 15% had metabolically abnormal brain regions outside the epileptogenic lobe, and 35% of the patients had evidence for secondary hippocampal damage. Conclusions: MRSI may be helpful for the identification of the epileptogenic focus in NE patients, even in NE with normal MRI.
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- 2004
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47. Spectroscopic Metabolic Abnormalities in mTLE with and without MRI Evidence for Mesial Temporal Sclerosis Using Hippocampal Short-TE MRSI
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Joyce Suhy, Michael W. Weiner, Susanne G. Mueller, Kenneth D. Laxer, Ria C. Lopez, and Derek Flenniken
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Pathology ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Magnetic resonance spectroscopic imaging ,Hippocampus ,Magnetic resonance imaging ,Hippocampal formation ,medicine.disease ,Lateralization of brain function ,nervous system diseases ,Temporal lobe ,Central nervous system disease ,Epilepsy ,nervous system ,Neurology ,medicine ,Neurology (clinical) ,Psychology ,Nuclear medicine ,business - Abstract
Purpose: Long echo time (TE) spectroscopy reliably identifies the epileptogenic hippocampus in mesial temporal lobe epilepsy. Short-TE spectroscopy gives additional metabolic information but may have more artifacts. The aim of this study was to test (a) lateralization of the seizure focus by short-TE spectroscopy, and (b) value of myoinositol (MI) in the identification of the epileptogenic hippocampus. Methods: Twenty-four patients with temporal lobe epilepsy: 16 with mesial temporal sclerosis (TLE-MTS), eight patients with normal magnetic resonance imaging (MRI; TLE-No), and 16 controls were studied with hippocampal 2D short-TE magnetic resonance spectroscopic imaging (MRSI). Results: In TLE-MTS, the ipsilateral N-acetylaspartate (NAA) was decreased compared with contralateral (p = 0.03) or controls (p = 0.007). Additionally, the ipsilateral MI was decreased compared with controls (p = 0.012). TLE-No values showed no side differences and were not different from controls. Abnormalities in the anterior hippocampus correctly lateralized the epileptogenic hippocampus in less than or equal to82% of TLE-MTS and in less than or equal to80% of the TLE-No. Conclusions: The accuracy of short-TE MRSI at 1.5 T for focus lateralization in mTLE is comparable to that of long-TE MRSI. MI might be helpful for focus lateralization, but more information about the factors influencing the MI concentration is needed.
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- 2003
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48. Brainstem Network Disruption in Focal Epilepsy and Sudden Unexplained Death in Epilepsy (SUDEP)
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Susanne G. Mueller
- Subjects
Pediatrics ,medicine.medical_specialty ,business.industry ,General Neuroscience ,05 social sciences ,Sudden unexplained death ,medicine.disease ,050105 experimental psychology ,03 medical and health sciences ,Epilepsy ,0302 clinical medicine ,medicine ,0501 psychology and cognitive sciences ,Neurology (clinical) ,Brainstem ,business ,030217 neurology & neurosurgery - Abstract
The American Epilepsy Society (AES) annual meeting took place in Washington DC in December 2017. In an expert interview, Susanne Mueller discusses the results of a validation study she presented at the meeting, which investigated brainstem changes in focal epilepsy and sudden unexplained death in epilepsy (SUDEP).1
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- 2018
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49. PBMC telomerase activity, but not leukocyte telomere length, correlates with hippocampal volume in major depression
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Elizabeth H. Blackburn, Heather M. Burke, Elissa S. Epel, Rebecca Rosser, Victor I. Reus, Tony T. Yang, Laura Mahan, Michael Weiner, Daniel Lindqvist, Synthia H. Mellon, Jue Lin, Susanne G. Mueller, Owen M. Wolkowitz, and Scott Mackin
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Adult ,Male ,Telomerase ,Aging ,Mononuclear ,Clinical Sciences ,Neuroscience (miscellaneous) ,Hippocampus ,Hippocampal formation ,Peripheral blood mononuclear cell ,Neuroprotection ,Medical and Health Sciences ,Article ,Clinical Research ,Leukocytes ,Humans ,2.1 Biological and endogenous factors ,Radiology, Nuclear Medicine and imaging ,Aetiology ,Cellular Senescence ,Psychiatry ,Depressive Disorder, Major ,Depressive Disorder ,Depression ,Neurogenesis ,Psychology and Cognitive Sciences ,Neurosciences ,Major ,Brain ,Organ Size ,Telomere ,Middle Aged ,Serious Mental Illness ,Stem Cell Research ,Brain Disorders ,Psychiatry and Mental health ,Telomeres ,Mental Health ,Immunology ,Leukocytes, Mononuclear ,Female ,Cognitive Sciences ,Psychology ,Cell aging - Abstract
© 2015 Elsevier Ireland Ltd. Accelerated cell aging, indexed in peripheral leukocytes by telomere shortness and in peripheral blood mononuclear cells (PBMCs) by telomerase activity, has been reported in several studies of major depressive disorder (MDD). However, the relevance of these peripheral measures for brain indices that are presumably more directly related to MDD pathophysiology is unknown. In this study, we explored the relationship between PBMC telomerase activity and leukocyte telomere length and magnetic resonance imaging-estimated hippocampal volume in un-medicated depressed individuals and healthy controls. We predicted that, to the extent peripheral and central telomerase activity are directly related, PBMC telomerase activity would be positively correlated with hippocampal volume, perhaps due to hippocampal telomerase-associated neurogenesis, neuroprotection or neurotrophic facilitation, and that this effect would be clearer in individuals with increased PBMC telomerase activity, as previously reported in un-medicated MDD. We did not have specific hypotheses regarding the relationship between leukocyte telomere length and hippocampal volume, due to conflicting reports in the published literature. We found, in 25 un-medicated MDD subjects, that PBMC telomerase activity was significantly positively correlated with hippocampal volume; this relationship was not observed in 18 healthy controls. Leukocyte telomere length was not significantly related to hippocampal volume in either group (19 unmedicated MDD subjects and 17 healthy controls). Although the nature of the relationship between peripheral telomerase activity and telomere length and the hippocampus is unclear, these preliminary data are consistent with the possibility that PBMC telomerase activity indexes, and may provide a novel window into, hippocampal neuroprotection and/or neurogenesis in MDD.
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- 2015
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50. Reduced Extrahippocampal NAA in Mesial Temporal Lobe Epilepsy
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Andres A. Capizzano, Kenneth D. Laxer, Michael W. Weiner, Jana Axelrad, Susanne G. Mueller, Joyce Suhy, and Derek Flenniken
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Adult ,Male ,Pathology ,medicine.medical_specialty ,Magnetic Resonance Spectroscopy ,Grey matter ,Electroencephalography ,Functional Laterality ,Article ,Temporal lobe ,White matter ,Epilepsy ,Humans ,Medicine ,Aspartic Acid ,medicine.diagnostic_test ,business.industry ,Brain ,Magnetic resonance spectroscopic imaging ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Frontal Lobe ,nervous system diseases ,medicine.anatomical_structure ,Epilepsy, Temporal Lobe ,Neurology ,Frontal lobe ,Female ,Neurology (clinical) ,business ,Tomography, Emission-Computed - Abstract
Summary: Purpose: Structural and metabolic abnormalities in the hippocampal region in medial temporal lobe epilepsy (mTLE) are well described; less is known about extrahippocampal changes. This study was designed to characterize extrahippocampal metabolic abnormalities in mTLE with magnetic resonance spectroscopy in combination with tissue segmentation and volumetry of gray and white matter. Methods: Multislice magnetic resonance spectroscopic imaging (1H-MRSI) in combination with tissue segmentation was performed on 16 patients with mTLE and 12 age-matched healthy volunteers. The data were analyzed by using a regression-analysis model that estimated the metabolite concentrations in 100% cortical gray and 100% white matter in the frontal lobe and nonfrontal brain. The segmented image was used to calculate the fraction of gray and white matter in these regions. Results: mTLE had significantly lower N-acetyl aspartate (NAA) in ipsi- and contralateral frontal gray (p = 0.03) and in ipsi- and contralateral nonfrontal white matter (p = 0.008) compared with controls. Although there were no associated volumetric deficits in frontal gray and white matter, ipsilateral nonfrontal gray matter (p = 0.003) was significantly smaller than that in controls. Conclusions: mTLE is associated with extrahippocampal metabolic abnormalities and volumetric deficits, but these do not necessarily affect the same regions.
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- 2002
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