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Moore JA, Tuladhar A, Ismail Z, Mouches P, Wilms M, Forkert ND. Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual System. Neuroinformatics 2023; 21:45-55. [PMID: 36083416 DOI: 10.1007/s12021-022-09602-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/15/2022] [Indexed: 11/27/2022]
Abstract
Although current research aims to improve deep learning networks by applying knowledge about the healthy human brain and vice versa, the potential of using such networks to model and study neurodegenerative diseases remains largely unexplored. In this work, we present an in-depth feasibility study modeling progressive dementia in silico with deep convolutional neural networks. Therefore, networks were trained to perform visual object recognition and then progressively injured by applying neuronal as well as synaptic injury. After each iteration of injury, network object recognition accuracy, saliency map similarity between the intact and injured networks, and internal activations of the degenerating models were evaluated. The evaluation revealed that cognitive function of the network progressively decreased with increasing injury load whereas this effect was much more pronounced for synaptic damage. The effects of neurodegeneration found for the in silico model are especially similar to the loss of visual cognition seen in patients with posterior cortical atrophy.
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Affiliation(s)
- Jasmine A Moore
- Department of Radiology, University of Calgary, Calgary, AB, Canada.
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
- Biomedical Engineering Program, University of Calgary, Calgary, AB, Canada.
| | - Anup Tuladhar
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Zahinoor Ismail
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Department of Psychiatry, University of Calgary, Calgary, AB, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Pauline Mouches
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Biomedical Engineering Program, University of Calgary, Calgary, AB, Canada
| | - Matthias Wilms
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Nils D Forkert
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
- Department of Electrical and Software Engineering, University of Calgary, Calgary, AB, Canada
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2
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Dixon E, Michaels R, Xiao X, Zhong Y, Clary P, Narayanan A, Brewer R, Lazar A. Mobile Phone Use by People with Mild to Moderate Dementia: Uncovering Challenges and Identifying Opportunities: Mobile Phone Use by People with Mild to Moderate Dementia. ASSETS. ANNUAL ACM CONFERENCE ON ASSISTIVE TECHNOLOGIES 2022; 2022:38. [PMID: 37283282 PMCID: PMC10202486 DOI: 10.1145/3517428.3544809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
With the rising usage of mobile phones by people with mild dementia, and the documented barriers to technology use that exist for people with dementia, there is an open opportunity to study the specifics of mobile phone use by people with dementia. In this work we provide a first step towards filling this gap through an interview study with fourteen people with mild to moderate dementia. Our analysis yields insights into mobile phone use by people with mild to moderate dementia, challenges they experience with mobile phone use, and their ideas to address these challenges. Based on these findings, we discuss design opportunities to help achieve more accessible and supportive technology use for people with dementia. Our work opens up new opportunities for the design of systems focused on augmenting and enhancing the abilities of people with dementia.
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Dixon E, Anderson J, Lazar A. Understanding How Sensory Changes Experienced by Individuals with a Range of Age-Related Cognitive Changes Can Effect Technology Use. ACM TRANSACTIONS ON ACCESSIBLE COMPUTING 2022; 15:10.1145/3511906. [PMID: 35919105 PMCID: PMC9340800 DOI: 10.1145/3511906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 01/01/2022] [Indexed: 10/18/2022]
Abstract
Clinical researchers have identified sensory changes people with age-related cognitive changes, such as dementia and mild cognitive impairment, experience that are different from typical age-related sensory changes. Technology designers and researchers do not yet have an understanding of how these unique sensory changes affect technology use. This work begins to bridge the gap between the clinical knowledge of sensory changes and technology research and design through interviews with people with mild to moderate dementia, mild cognitive impairment, subjective cognitive decline, and healthcare professionals. This extended version of our ASSETS conference paper includes people with a range of age-related cognitive changes describing changes in vision, hearing, speech, dexterity, proprioception, and smell. We discuss each of these sensory changes and ways to leverage optimal modes of sensory interaction for accessible technology use with existing and emerging technologies. Finally, we discuss how accessible sensory stimulation may change across the spectrum of age-related cognitive changes.
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Affiliation(s)
- Emma Dixon
- University of Maryland, College Park, Maryland, USA
| | | | - Amanda Lazar
- University of Maryland, College Park, Maryland, USA
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4
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Brain metabolic signatures across the Alzheimer's disease spectrum. Eur J Nucl Med Mol Imaging 2019; 47:256-269. [PMID: 31811345 DOI: 10.1007/s00259-019-04559-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 09/26/2019] [Indexed: 12/15/2022]
Abstract
PURPOSE Given the challenges posed by the clinical diagnosis of atypical Alzheimer's disease (AD) variants and the limited imaging evidence available in the prodromal phases of atypical AD, we assessed brain hypometabolism patterns at the single-subject level in the AD variants spectrum. Specifically, we tested the accuracy of [18F]FDG-PET brain hypometabolism, as a biomarker of neurodegeneration, in supporting the differential diagnosis of atypical AD variants in individuals with dementia and mild cognitive impairment (MCI). METHODS We retrospectively collected N = 67 patients with a diagnosis of typical AD and AD variants according to the IWG-2 criteria (22 typical-AD, 15 frontal variant-AD, 14 logopenic variant-AD and 16 posterior variant-AD). Further, we included N = 11 MCI subjects, who subsequently received a clinical diagnosis of atypical AD dementia at follow-up (21 ± 11 months). We assessed brain hypometabolism patterns at group- and single-subject level, using W-score maps, measuring their accuracy in supporting differential diagnosis. In addition, the regional prevalence of cerebral hypometabolism was computed to identify the most vulnerable core regions. RESULTS W-score maps pointed at distinct, specific patterns of hypometabolism in typical and atypical AD variants, confirmed by the assessment of core hypometabolism regions, showing that each variant was characterized by specific regional vulnerabilities, namely in occipital, left-sided, or frontal brain regions. ROC curves allowed discrimination among AD variants and also non-AD dementia (i.e., dementia with Lewy bodies and behavioral variant of frontotemporal dementia), with high sensitivity and specificity. Notably, we provide preliminary evidence that, even in AD prodromal phases, these specific [18F]FDG-PET patterns are already detectable and predictive of clinical progression to atypical AD variants at follow-up. CONCLUSIONS The AD variant-specific patterns of brain hypometabolism, highly consistent at single-subject level and already evident in the prodromal stages, represent relevant markers of disease neurodegeneration, with highly supportive diagnostic and prognostic role.
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Kujovic M, Malikovic A, Jochum S, Margittai Z, Lange-Asschenfeldt C, Supprian T. Longitudinal progression of posterior cortical atrophy over 11 years: Relationship between lesion topology and clinical deficits. J Clin Exp Neuropsychol 2019; 41:875-880. [PMID: 31322045 DOI: 10.1080/13803395.2019.1638345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Posterior cortical atrophy (PCA) is a rare form of dementia primarily characterized by slowly progressing deterioration of visual processing corresponding to atrophy in the posterior parietal and occipital cortices with less prominent memory loss than are usually seen in other forms of dementia such as Alzheimer's Disease (AD). In the present case report, we describe longitudinal data over a period of 11 years regarding clinical and neuropsychological impairments and their relation to the location and extent of cortical changes related to higher order visual processing in a patient with posterior cortical atrophy. In our patient, visual processing deficits concerning space, motion and object perception emerged at the age of 50 and continued to worsen. By the age of 58, while the perception of contrast, color and figure-ground separation appeared undisturbed the patient exhibited pronounced dorsal- and ventral-related visual deficits, which continued to worsen with age. The patient's MRI scans over the course of the disease revealed increasing circumscribed and bilateral atrophy of the parietal and occipital cortices, with a right-sided predominance. The specific localization of cortical atrophy, the slow progression characterized by visual processing deficits and relatively preserved memory were the main criteria for the diagnosis of posterior cortical atrophy. The case report also highlights the importance of an early extensive neurological and neuropsychological evaluation of visual deficits that occur without the presence of ophthalmological disease.
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Affiliation(s)
- Milenko Kujovic
- a Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University , Düsseldorf , Germany
| | - Aleksandar Malikovic
- b Institute of Anatomy, Faculty of Medicine, University of Belgrade , Belgrade , Serbia
| | - Sarah Jochum
- a Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University , Düsseldorf , Germany
| | - Zsofia Margittai
- a Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University , Düsseldorf , Germany
| | | | - Tillmann Supprian
- a Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich Heine University , Düsseldorf , Germany
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6
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Chen Y, Liu P, Wang Y, Peng G. Neural Mechanisms of Visual Dysfunction in Posterior Cortical Atrophy. Front Neurol 2019; 10:670. [PMID: 31293507 PMCID: PMC6603128 DOI: 10.3389/fneur.2019.00670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 06/07/2019] [Indexed: 11/13/2022] Open
Abstract
Posterior cortical atrophy (PCA) is characterized predominantly by visual dysfunction that arises from bilateral impairments in occipital, parietal, and temporal regions of the brain. PCA is clinically identified based primarily on visual symptoms and neuroimaging findings. Region-specific gray and white matter deficits have been discussed in detail, and are associated with clinical manifestations that present with similar patterns of perfusion and metabolic findings. Here, we discuss both structural and functional changes in the ventral and dorsal visual streams along with their underlying relationships. We also discuss the most recent developments in neuroimaging characteristics and summarize correlations between distinct neuroimaging presentations.
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Affiliation(s)
- Yi Chen
- Department of Neurology, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ping Liu
- Department of Neurology, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yunyun Wang
- Department of Neurology, Shengzhou People's Hospital, Shengzhou, China
| | - Guoping Peng
- Department of Neurology, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- *Correspondence: Guoping Peng
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7
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Bier N, El-Samra A, Bottari C, Vallet G, Carignan M, Paquette G, Brambati S, Demers L, Génier-Marchand D, Rouleau I. Posterior cortical atrophy: Impact on daily living activities and exploration of a cognitive rehabilitation approach. COGENT PSYCHOLOGY 2019. [DOI: 10.1080/23311908.2019.1634911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Affiliation(s)
- N. Bier
- School of rehabilitation, Université de Montréal, Montréal, Canada
- Centre de recherche, Institut universitaire de gériatrie de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, Canada
| | - A. El-Samra
- School of rehabilitation, Université de Montréal, Montréal, Canada
| | - C. Bottari
- School of rehabilitation, Université de Montréal, Montréal, Canada
- Centre de recherche en réadaptation du Montréal Métropolitain (CRIR), Montreal, Canada
| | - G.T. Vallet
- Centre de recherche, Institut universitaire de gériatrie de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, Canada
| | - M. Carignan
- Centre de recherche en réadaptation du Montréal Métropolitain (CRIR), Montreal, Canada
- Institut Nazareth et Louis Braille, CISSS de la Montérégie-Centre, Montreal, Canada
| | - G. Paquette
- Centre de recherche, Institut universitaire de gériatrie de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, Canada
- Centre de recherche en réadaptation du Montréal Métropolitain (CRIR), Montreal, Canada
| | - S. Brambati
- Centre de recherche, Institut universitaire de gériatrie de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, Canada
- Department of psychology, Université de Montréal, Montreal, Canada
| | - L. Demers
- School of rehabilitation, Université de Montréal, Montréal, Canada
- Centre de recherche, Institut universitaire de gériatrie de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, Canada
| | - D. Génier-Marchand
- Department of psychology, Université du Québec à Montréal, Montreal, Canada
| | - I. Rouleau
- Department of psychology, Université du Québec à Montréal, Montreal, Canada
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8
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de Souza RKM, Grinberg LT, Josviak ND, de Almeida DB, Ramina R, Kowacs PA, Caramelli P. A patient with posterior cortical atrophy due to Alzheimer's disease. Dement Neuropsychol 2018; 12:326-328. [PMID: 30425798 PMCID: PMC6200153 DOI: 10.1590/1980-57642018dn12-030015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
| | - Lea Tenenholz Grinberg
- Memory and Aging Center, University of California San Francisco, USA.,Departamento de Patologia, Faculdade de Medicina da USP, São Paulo, SP, Brazil
| | - Nalini Drieli Josviak
- Universidade Federal do Paraná (UFPR), Departamento de Genética, Curitiba, PR, Brazil
| | | | - Ricardo Ramina
- Instituto de Neurologia de Curitiba (INC), Curitiba, PR, Brazil
| | | | - Paulo Caramelli
- Faculdade de Medicina e Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
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10
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Putcha D, McGinnis SM, Brickhouse M, Wong B, Sherman JC, Dickerson BC. Executive dysfunction contributes to verbal encoding and retrieval deficits in posterior cortical atrophy. Cortex 2018; 106:36-46. [PMID: 29864594 PMCID: PMC6120771 DOI: 10.1016/j.cortex.2018.04.010] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 03/30/2018] [Accepted: 04/24/2018] [Indexed: 12/13/2022]
Abstract
Posterior Cortical Atrophy (PCA) is a neurodegenerative syndrome that typically presents with predominant visual and spatial impairments. The early diagnostic criteria specify a relative sparing of functioning in other cognitive domains, including executive functions, language, and episodic memory, yet little is known of the cognitive profile of PCA as the disease progresses. Studies of healthy adults and other posterior cortical lesion patients implicate posterior parietal and temporal regions in executive functions of working memory and verbal fluency, both of which may impact episodic memory. Relatively little has been reported about these cognitive functions in PCA, and to our knowledge there has not yet been a study of the impact of such deficits on memory function in PCA. We sought to examine PCA patients' performance on tests of executive function and the associations to verbal episodic memory encoding, storage, and delayed recall. Nineteen individuals with PCA underwent neuropsychological and neuroimaging evaluations as part of a comprehensive clinical assessment. We developed a novel consensus rating method-the Neuropsychological Assessment Rating (NAR) scale-to grade the severity of test performance impairments in selected cognitive domains and subdomains. Hypothesis-driven analyses demonstrated relative deficits in working memory and lexical-semantic retrieval. Preliminary analyses suggested associations between both deficits and atrophy in the left-hemisphere inferior parietal lobule. These executive deficits were also associated with impairments in verbal encoding and delayed recall, but not with recognition discriminability. We conclude that deficits in verbal executive functions impact verbal episodic memory in PCA. Our findings also support theories emphasizing the role of the posterior parietal cortex in supporting executive and lexical-semantic contributions to verbal episodic memory.
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Affiliation(s)
- Deepti Putcha
- Psychology Assessment Center, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Scott M McGinnis
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Division of Cognitive and Behavioral Neurology, Department of Neurology, Brigham & Women's Hospital, Boston, MA, USA
| | - Michael Brickhouse
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Bonnie Wong
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Janet C Sherman
- Psychology Assessment Center, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Bradford C Dickerson
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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11
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Buddeke S, van Harten B, Hempenius L. ["I can't complete my payment form anymore" : Visual disorders in posterior cortical atrophy]. Tijdschr Gerontol Geriatr 2018; 49:156-160. [PMID: 30083812 DOI: 10.1007/s12439-018-0259-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 07/24/2018] [Indexed: 11/29/2022]
Abstract
Visual problems occur frequently in elderly patients and are often caused by ophthalmological problems. In this clinical lesson we show that visual problems can also be caused by posterior cortical atrophy (PCA). PCA is a clinico-radiological syndrome that is often caused by Alzheimer's disease and other neurodegenerative diseases as Lewy body dementia and corticobasal degeneration. It is characterized by progressive decline in visual information processing. In addition, there is relative retention of memory and language in early stages. Brain imaging shows atrophy of the posterior brain areas.
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Affiliation(s)
- Sarah Buddeke
- Medisch Centrum Leeuwarden, Leeuwarden, Nederland. .,, Van Swietenplein 1, 9728 NT, Groningen, Nederland.
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12
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Salvadori N, Russo M, Biscetti L, D' Andrea K, Dottorini ME, Parnetti L. Case of posterior cortical atrophy (PCA) evolved to PCA-CBS. BMJ Case Rep 2018; 2018:bcr-2018-224312. [PMID: 29914902 DOI: 10.1136/bcr-2018-224312] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
A 68-year-old lawyer developed insidious disturbances in topographic orientation and apraxia. He underwent a geriatric evaluation, only documenting slight cognitive disturbances, and a 18F-fluorodeoxyglucose positron emission tomography (FDG-PET), showing mild right-lateralised frontoparietal hypometabolism. After 1 year, because of worsening in spatial orientation and the onset of dressing apraxia, he was referred to our memory clinic. The neuropsychological evaluation documented proeminent visuospatial, praxis deficits and dysgraphia. Cerebrospinal fluid biomarker analysis showed mild increase of total-τ, with normal Aβ1-42, ruling out Alzheimer's disease. Progression of the right parietal hypometabolism at FDG-PET and right superior longitudinal fasciculus damage at high-field MRI revealed a probable neurodegenerative aetiology. The neurological examination disclosed then Gerstmann's and Balint's syndromes, and extrapyramidal signs later appeared, suggesting the diagnosis of posterior cortical atrophy associated with corticobasal syndrome. Genetic analysis for mutations inmicrotubule-associated protein tau (MAPT), C9orf72 and GRN genes was negative. A 1-year follow-up documented significant worsening of the cognitive and functional impairment, revealing a frank dementia.
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Affiliation(s)
- Nicola Salvadori
- Department of Medicine, Centre for Memory Disturbances, Laboratory of Neurochemistry, Section of Neurology, Perugia, Italy
| | - Mirella Russo
- Department of Medicine, Centre for Memory Disturbances, Laboratory of Neurochemistry, Section of Neurology, Perugia, Italy
| | - Leonardo Biscetti
- Department of Medicine, Centre for Memory Disturbances, Laboratory of Neurochemistry, Section of Neurology, Perugia, Italy
| | - Katia D' Andrea
- Department of Medicine, Centre for Memory Disturbances, Laboratory of Neurochemistry, Section of Neurology, Perugia, Italy
| | | | - Lucilla Parnetti
- Department of Medicine, Centre for Memory Disturbances, Laboratory of Neurochemistry, Section of Neurology, Perugia, Italy
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13
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Agosta F, Mandic-Stojmenovic G, Canu E, Stojkovic T, Imperiale F, Caso F, Stefanova E, Copetti M, Kostic VS, Filippi M. Functional and structural brain networks in posterior cortical atrophy: A two-centre multiparametric MRI study. NEUROIMAGE-CLINICAL 2018; 19:901-910. [PMID: 30013929 PMCID: PMC6019262 DOI: 10.1016/j.nicl.2018.06.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 05/07/2018] [Accepted: 06/12/2018] [Indexed: 11/24/2022]
Abstract
This study identified structural and functional brain connectivity alterations in two independent samples of patients along the posterior cortical atrophy (PCA) disease course. Twenty-one PCA patients and 44 controls were recruited from two expert centres. Microstructural damage of white matter (WM) tracts was assessed using probabilistic tractography; resting state (RS) functional connectivity of brain networks was explored using a model free approach; grey matter (GM) atrophy was investigated using voxel-based morphometry. Compared with controls, common patterns of damage across PCA patients included: GM atrophy in the occipital-temporal-parietal regions; diffusion tensor (DT) MRI alterations of the corpus callosum and superior (SLF) and inferior longitudinal fasciculi (ILF) bilaterally; and decreased functional connectivity of the occipital gyri within the visual network and the precuneus and posterior cingulum within the default mode network (DMN). In PCA patients with longer disease duration and greater disease severity, WM damage extended to the cingulum and RS functional connectivity alterations spread within the frontal, dorsal attentive and salience networks. In PCA, reduced DMN functional connectivity was associated with SLF and ILF structural alterations. PCA patients showed distributed WM damage. Altered RS functional connectivity extends with disease worsening from occipital to temporo-parietal and frontostriatal regions, and this is likely to occur through WM connections. Future longitudinal studies are needed to establish trajectories of damage spreading in PCA and whether a combined DT MRI/RS functional MRI approach is promising in monitoring the disease progression. PCA patients showed distributed WM damage. In PCA, WM damage is associated with longer disease duration ad greater severity. In PCA, altered RS functional connectivity extends with disease worsening.
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Affiliation(s)
- Federica Agosta
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy
| | - Gorana Mandic-Stojmenovic
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy; Clinic of Neurology, University of Belgrade, Dr Subotića 6, PO, Box 12, 11129, Belgrade 102, Serbia
| | - Elisa Canu
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy
| | - Tanja Stojkovic
- Clinic of Neurology, University of Belgrade, Dr Subotića 6, PO, Box 12, 11129, Belgrade 102, Serbia
| | - Francesca Imperiale
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy
| | - Francesca Caso
- Department of Neurology, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy
| | - Elka Stefanova
- Clinic of Neurology, University of Belgrade, Dr Subotića 6, PO, Box 12, 11129, Belgrade 102, Serbia
| | - Massimiliano Copetti
- Biostatistics Unit, IRCCS-Ospedale Casa Sollievo della Sofferenza, Viale Cappuccini, San Giovanni Rotondo 71013, Foggia, Italy
| | - Vladimir S Kostic
- Clinic of Neurology, University of Belgrade, Dr Subotića 6, PO, Box 12, 11129, Belgrade 102, Serbia
| | - Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy; Department of Neurology, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, via Olgettina 60, 20132 Milan, Italy.
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14
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Esteves S, Ramirez Romero DA, Torralva T, Martínez Cuitiño M, Herndon S, Couto B, Ibañez A, Manes F, Roca M. Posterior cortical atrophy: a single case cognitive and radiological follow-up. Neurocase 2018; 24:16-30. [PMID: 29308699 DOI: 10.1080/13554794.2017.1421667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Posterior cortical atrophy (PCA) is a rare neurodegenerative syndrome characterized by initial predominant visuoperceptual deficits followed by a progressive decline in other cognitive functions. This syndrome has not been as thoroughly described as other dementias, particularly from a neuropsychological evolution perspective with only a few studies describing the evolution of its cognitive progression. In this investigation we review the literature on this rare condition and we perform a 7-year neuropsychological and neuroradiological follow-up of a 64-year-old man with PCA. The subject's deficits initially appeared in his visuoperceptual skills with later affectation appearing in language and other cognitive functions, this being coherent with the patient's parieto-temporal atrophy evolution.
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Affiliation(s)
- Sol Esteves
- a Neuropsychological Research Laboratory, Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina
| | - Diana Andrea Ramirez Romero
- a Neuropsychological Research Laboratory, Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina
| | - Teresa Torralva
- a Neuropsychological Research Laboratory, Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina
| | - Macarena Martínez Cuitiño
- a Neuropsychological Research Laboratory, Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina
| | - Shannon Herndon
- a Neuropsychological Research Laboratory, Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina.,b Department of Psychiatry, School of Medicine, University of North Carolina Chapel Hill , Chapel Hill , USA
| | - Blas Couto
- c Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina
| | - Agustín Ibañez
- c Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, CONICET , Buenos Aires , Argentina.,d Centre of Excellence in Cognition and its Disorders, Australian Research Council (ACR) , Sydney , Australia.,e Universidad Autónoma del Caribe, Barranquilla , Colombia.,f Centre for Social and Cognitive Neuroscience (CSCN), School of Psychology, Universidad Adolfo Ibañez , Santiago de Chile , Chile.,g National Scientific and Technical Research Council (CONICET) , Buenos Aires , Argentina
| | - Facundo Manes
- d Centre of Excellence in Cognition and its Disorders, Australian Research Council (ACR) , Sydney , Australia.,g National Scientific and Technical Research Council (CONICET) , Buenos Aires , Argentina
| | - María Roca
- g National Scientific and Technical Research Council (CONICET) , Buenos Aires , Argentina
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15
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Ioannidis S, Roseman H, Chan K, Duckett S, Mizoguchi R. Posterior cortical atrophy: the value of neuroimaging in assessing memory loss. Quant Imaging Med Surg 2018; 7:736-739. [PMID: 29312879 DOI: 10.21037/qims.2017.09.04] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
| | - Helam Roseman
- Royal Free Hospital, Royal Free London NHS Foundation Trust, London, UK
| | - Kenneth Chan
- Royal Free Hospital, Royal Free London NHS Foundation Trust, London, UK
| | - Stephane Duckett
- Royal Free Hospital, Royal Free London NHS Foundation Trust, London, UK
| | - Ruth Mizoguchi
- Royal Free Hospital, Royal Free London NHS Foundation Trust, London, UK.,Health Services for Elderly People, Royal Free Hospital, London, UK
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16
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Barutchu A, Spence C, Humphreys GW. Multisensory enhancement elicited by unconscious visual stimuli. Exp Brain Res 2017; 236:409-417. [PMID: 29197998 PMCID: PMC5809521 DOI: 10.1007/s00221-017-5140-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 09/26/2017] [Indexed: 12/19/2022]
Abstract
The merging of information from different senses (i.e., multisensory integration) can facilitate information processing. Processing enhancements have been observed with signals that are irrelevant to the task at hand, and with cues that are non-predictive. Such findings are consistent with the notion that multiple sensory signals are sometimes integrated automatically. Multisensory enhancement has even been reported with stimuli that have been presented subliminally, though only with meaningful multisensory relations that have already been learned. The question of whether there exist cases where multisensory effects occur without either learning or awareness has, though, not been clearly established in the literature to date. Here, we present a case study of a patient with Posterior Cortical Atrophy, who was unable to consciously perceive visual stimuli with our task parameters, yet who nevertheless still exhibited signs of multisensory enhancement even with unlearned relations between audiovisual stimuli. In a simple speeded detection task, both response speed, and the variability of reaction times, decreased in a similar manner to controls for multisensory stimuli. These results are consistent with the view that the conscious perception of stimuli and prior learning are not always a prerequisite for multisensory integration to enhance human performance.
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Affiliation(s)
- Ayla Barutchu
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK.
| | - Charles Spence
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK
| | - Glyn W Humphreys
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK
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17
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Posterior Cortical Atrophy Presenting with Superior Arcuate Field Defect. Case Rep Ophthalmol Med 2015; 2015:796381. [PMID: 26417467 PMCID: PMC4568329 DOI: 10.1155/2015/796381] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 07/28/2015] [Accepted: 08/13/2015] [Indexed: 11/25/2022] Open
Abstract
An 80-year-old female with reading difficulty presented with progressive arcuate field defect despite low intraocular pressure. Over a 5-year period, the field defect evolved into an incongruous homonymous hemianopia and the repeated neuroimaging revealed progressive posterior cortical atrophy. Further neuropsychiatric assessment demonstrated symptoms and signs consistent with Benson's syndrome.
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18
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Kaeser PF, Ghika J, Borruat FX. Visual signs and symptoms in patients with the visual variant of Alzheimer disease. BMC Ophthalmol 2015; 15:65. [PMID: 26122482 PMCID: PMC4485862 DOI: 10.1186/s12886-015-0060-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 06/19/2015] [Indexed: 12/02/2022] Open
Abstract
Background Prominent visual symptoms can present in the visual variant of Alzheimer’s disease (VVAD). Ophthalmologists have a significant role to play in the early diagnosis of VVAD. Methods We retrospectively reviewed the files of ten consecutive patients diagnosed with VVAD. All patients had a full neuro-ophthalmologic examination, a formal neurological and neuro-psychological testing, and cerebral MRI to confirm diagnosis. In addition, functional neuroimaging was obtained in seven patients. Results The common primary symptom at presentation with all patients was difficulty with near vision (reading difficulty n = 8, “visual blur” in near vision n = 2), and difficulty writing (n = 3). Following assessment, impaired reading and writing skills were evident in 9/10 and 8/10 patients respectively. Median distance visual acuity was 20/25 and at near the median visual acuity was J6. Partial homonymous visual field defect was detected in 80 % (8/10) of the patients. Color vision was impaired in all patients when tested with Ishihara pseudoisochromatic plates, but simple color naming was normal in 8/9 tested patients. Simultanagnosia was present in 8/10 patients. Vision dysfunction corresponded with cerebral MRI findings where parieto-occipital cortical atrophy was observed in all patients. PET scan (5 patients) or SPECT (2 patients) revealed parieto-occipital dysfunction (hypometabolism or hypoperfusion) in all 7 tested patients Conclusions Visual difficulties are prominent in VVAD. Dyslexia, incomplete homonymous hemianopia, preserved color identification with abnormal color vision on Ishihara, and simultanagnosia were all symptoms observed frequently in this patient series. Ophthalmologists should be aware of the possibility of neurodegenerative disorders such as VVAD in patients with unexplained visual complaints, in particular reading difficulties.
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Affiliation(s)
- Pierre-François Kaeser
- Department of Ophthalmology, University of Lausanne, Jules Gonin Eye Hospital, Avenue de France 15, CH-1004, Lausanne, Switzerland.
| | - Joseph Ghika
- Department of Neurology, University of Lausanne, CHUV, Lausanne, Switzerland.
| | - François-Xavier Borruat
- Department of Ophthalmology, University of Lausanne, Jules Gonin Eye Hospital, Avenue de France 15, CH-1004, Lausanne, Switzerland.
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19
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Gleichgerrcht E, Fridriksson J, Bonilha L. Neuroanatomical foundations of naming impairments across different neurologic conditions. Neurology 2015; 85:284-92. [PMID: 26115732 DOI: 10.1212/wnl.0000000000001765] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Accepted: 03/17/2015] [Indexed: 12/14/2022] Open
Abstract
The ability to name objects or abstract entities is an essential feature of speech and language, being commonly considered a central component of normal neurologic function. For this reason, the bedside testing of naming performance is part of the neurologic examination, especially since naming impairments can signify the early onset of a progressive disease or the occurrence of a more established problem. Modern neuroscience research suggests that naming relies on specific and distributed networks that operate in concert to support various processing stages, spanning from object recognition to spoken words. Likewise, studies evaluating the types of naming impairments in patients with neurologic conditions have contributed to the understanding of acquired forms of naming impairments and the underlying stages during normal language processing. In this article, we review the neurobiological mechanisms supporting naming, with a focus on the clinical application of these concepts. We provide an overview of the stages of cognitive processing that are hypothesized to support naming. For each stage, we explore the evidence revealing its neural basis, drawing parallels to clinical syndromes that commonly disrupt each stage. We review the patterns of naming impairment across various neurologic conditions, including classic language disorders, such as poststroke aphasia or primary progressive aphasia, as well as other diseases where language impairments may be subtle but helpful for the appropriate diagnosis. In this context, we provide a structured and practical guide for the bedside naming assessments rooted in modern neuroscience, aimed at supporting the evaluation and diagnosis of neurologic conditions that affect language.
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Affiliation(s)
- Ezequiel Gleichgerrcht
- From the Department of Neurology (E.G., L.B.), Medical University of South Carolina, Charleston; and the Department of Communication Sciences and Disorders (J.F.), University of South Carolina, Columbia
| | - Julius Fridriksson
- From the Department of Neurology (E.G., L.B.), Medical University of South Carolina, Charleston; and the Department of Communication Sciences and Disorders (J.F.), University of South Carolina, Columbia
| | - Leonardo Bonilha
- From the Department of Neurology (E.G., L.B.), Medical University of South Carolina, Charleston; and the Department of Communication Sciences and Disorders (J.F.), University of South Carolina, Columbia.
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20
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Isella V, Villa G, Mapelli C, Ferri F, Appollonio IM, Ferrarese C. The neuropsychiatric profile of posterior cortical atrophy. J Geriatr Psychiatry Neurol 2015; 28:136-44. [PMID: 25330926 DOI: 10.1177/0891988714554713] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 09/03/2014] [Indexed: 01/29/2023]
Abstract
We analyzed scores obtained at the Neuropsychiatric Inventory (NPI) by 20 patients with posterior cortical atrophy (PCA) and contrasted it with 20 patients having Alzheimer disease (AD). Patients with hallucinations and delusions were not included due to the high probability of a diagnosis of Lewy body disease. Prevalence of behavioral and psychological symptoms (BPSD) was 95% in the PCA group, the most frequent being apathy and anxiety. Cluster analysis on NPI subscales highlighted a behavioral subsyndrome characterized by agitated temper and irritability. Depression, anxiety, and apathy did not cluster with any other BPSD nor with each other. The PCA group showed a significantly higher proportion of anxious patients and worse anxiety score than patients with AD. No correlation was found between NPI data and demographic, clinical, or neuropsychological features nor were there significant differences for the same variables between anxious and nonanxious cases with PCA. In agreement with anecdotal reports, anxiety seems particularly relevant in PCA.
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Affiliation(s)
- Valeria Isella
- Department of Surgery and Translational Medicine, Milan Center for Neurosciences, University of Milan Bicocca, Milan, Italy Neurology Unit, S. Gerardo Hospital, Monza, Italy
| | - Giulia Villa
- Department of Surgery and Translational Medicine, Milan Center for Neurosciences, University of Milan Bicocca, Milan, Italy Neurology Unit, S. Gerardo Hospital, Monza, Italy
| | - Cristina Mapelli
- Department of Surgery and Translational Medicine, Milan Center for Neurosciences, University of Milan Bicocca, Milan, Italy Neurology Unit, S. Gerardo Hospital, Monza, Italy
| | - Francesca Ferri
- Department of Surgery and Translational Medicine, Milan Center for Neurosciences, University of Milan Bicocca, Milan, Italy Neurology Unit, S. Gerardo Hospital, Monza, Italy
| | - Ildebrando Marco Appollonio
- Department of Surgery and Translational Medicine, Milan Center for Neurosciences, University of Milan Bicocca, Milan, Italy Neurology Unit, S. Gerardo Hospital, Monza, Italy
| | - Carlo Ferrarese
- Department of Surgery and Translational Medicine, Milan Center for Neurosciences, University of Milan Bicocca, Milan, Italy Neurology Unit, S. Gerardo Hospital, Monza, Italy
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