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  • 1
    In: Neurology, Ovid Technologies (Wolters Kluwer Health), Vol. 98, No. 17 ( 2022-04-26), p. e1716-e1728
    Abstract: Reduced cerebrovascular reactivity is proposed to be a feature of cerebral amyloid angiopathy (CAA) but has not been measured directly. Employing a global vasodilatory stimulus (hypercapnia), this study assessed the relationships between cerebrovascular reactivity and MRI markers of CAA and cognitive function. Methods In a cross-sectional study, individuals with probable CAA, mild cognitive impairment, or dementia due to Alzheimer disease and healthy controls underwent neuropsychological testing and an MRI that included a 5% carbon dioxide challenge. Cerebrovascular reactivity was compared across groups controlling for age, sex, and the presence of hypertension, and its associations with MRI markers of CAA in participants with CAA and with cognition across all participants were determined using multivariable linear regression adjusting for group, age, sex, education, and the presence of hypertension. Results Cerebrovascular reactivity data (mean ± SD) were available for 26 participants with CAA (9 female; 74.4 ± 7.7 years), 19 participants with mild cognitive impairment (5 female; 72.1 ± 8.5 years), 12 participants with dementia due to Alzheimer disease (4 female; 69.4 ± 6.6 years), and 39 healthy controls (30 female; 68.8 ± 5.4 years). Gray and whiter matter reactivity averaged across the entire brain was lower in participants with CAA and Alzheimer disease dementia compared to healthy controls, with a predominantly posterior distribution of lower reactivity in both groups. Higher white matter hyperintensity volume was associated with lower white matter reactivity (standardized coefficient [β], 95% CI −0.48, −0.90 to −0.01). Higher gray matter reactivity was associated with better global cognitive function (β 0.19, 0.03–0.36), memory (β 0.21, 0.07–0.36), executive function (β 0.20, 0.02–0.39), and processing speed (β 0.27, 0.10–0.45) and higher white matter reactivity was associated with higher memory (β 0.22, 0.08–0.36) and processing speed (β 0.23, 0.06–0.40). Conclusions Reduced cerebrovascular reactivity is a core feature of CAA and its assessment may provide an additional biomarker for disease severity and cognitive impairment.
    Type of Medium: Online Resource
    ISSN: 0028-3878 , 1526-632X
    RVK:
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2022
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  • 2
    In: Journal of the American Heart Association, Ovid Technologies (Wolters Kluwer Health), Vol. 10, No. 22 ( 2021-11-16)
    Abstract: Cerebral amyloid angiopathy (CAA) causes cognitive decline, but it is not known whether it is associated with neuropsychiatric symptoms (NPS). Methods and Results Participants with CAA, mild cognitive impairment, mild dementia due to Alzheimer's disease, and normal cognition were recruited from stroke and dementia clinics and community advertising. NPS were captured using the Neuropsychiatric Inventory Questionnaire short form. The number and total severity (number multiplied by severity of each symptom [mild, moderate, or severe]) of NPS were analyzed using generalized linear regression with a negative binomial link and multiple linear regression, adjusting for age, sex, and education. A total of 109 participants (43 with CAA, 15 with Alzheimer's disease, 28 with mild cognitive impairment, and 23 with normal cognition) (mean age 71.1 [SD=7.6] ; 53.2% male) were included. The most frequent NPS in CAA were depression/dysphoria (48.8%), irritability/lability (37.2%), agitation/aggression (37.2%), apathy/indifference (34.9%), and anxiety (32.6%). In adjusted models, patients with CAA had 3.2 times (95% CI, 1.7–6.0) more NPS symptoms and 3.1 units (95% CI, 1.0–5.1) higher expected severity score. The number of NPS was similar to patients with mild cognitive impairment (3.2 times higher than controls) but less than in patients with Alzheimer's disease dementia (4.1 times higher than controls). Within patients with CAA, there were 1.20 times (95% CI, 1.01–1.32) more NPS per 1% increase in white matter hyperintensity as a percentage of intracranial volume. Conclusions NPS are common in CAA, with a similar prevalence as in mild cognitive impairment. The association of the total number of NPS with higher white matter hyperintensity volume suggests that white matter damage may underlie some of these symptoms.
    Type of Medium: Online Resource
    ISSN: 2047-9980
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2021
    detail.hit.zdb_id: 2653953-6
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  • 3
    In: Frontiers in Neuroscience, Frontiers Media SA, Vol. 17 ( 2023-4-17)
    Abstract: Previous reports have suggested that patients with cerebral amyloid angiopathy (CAA) may harbor smaller white matter, basal ganglia, and cerebellar volumes compared to age-matched healthy controls (HC) or patients with Alzheimer’s disease (AD). We investigated whether CAA is associated with subcortical atrophy. Methods The study was based on the multi-site Functional Assessment of Vascular Reactivity cohort and included 78 probable CAA (diagnosed according to the Boston criteria v2.0), 33 AD, and 70 HC. Cerebral and cerebellar volumes were extracted from brain 3D T1-weighted MRI using FreeSurfer (v6.0). Subcortical volumes, including total white matter, thalamus, basal ganglia, and cerebellum were reported as proportion (%) of estimated total intracranial volume. White matter integrity was quantified by the peak width of skeletonized mean diffusivity. Results Participants in the CAA group were older (74.0 ± 7.0, female 44%) than the AD (69.7 ± 7.5, female 42%) and HC (68.8 ± 7.8, female 69%) groups. CAA participants had the highest white matter hyperintensity volume and worse white matter integrity of the three groups. After adjusting for age, sex, and study site, CAA participants had smaller putamen volumes (mean differences, −0.024% of intracranial volume; 95% confidence intervals, −0.041% to −0.006%; p  = 0.005) than the HCs but not AD participants (−0.003%; −0.024 to 0.018%; p  = 0.94). Other subcortical volumes including subcortical white matter, thalamus, caudate, globus pallidus, cerebellar cortex or cerebellar white matter were comparable between all three groups. Conclusion In contrast to prior studies, we did not find substantial atrophy of subcortical volumes in CAA compared to AD or HCs, except for the putamen. Differences between studies may reflect heterogeneity in CAA presenting syndromes or severity.
    Type of Medium: Online Resource
    ISSN: 1662-453X
    Language: Unknown
    Publisher: Frontiers Media SA
    Publication Date: 2023
    detail.hit.zdb_id: 2411902-7
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  • 4
    In: Alzheimer's & Dementia, Wiley, Vol. 16, No. 8 ( 2020-08), p. 1182-1195
    Abstract: Since 1989, four Canadian Consensus Conferences on the Diagnosis and Treatment of Dementia (CCCDTD) have provided evidence‐based dementia guidelines for Canadian clinicians and researchers. We present the results of the 5th CCCDTD, which convened in October 2019, to address topics chosen by the steering committee to reflect advances in the field, and build on previous guidelines. Topics included: (1) utility of the National Institute on Aging research framework for clinical Alzheimer's disease (AD) diagnosis; (2) updating diagnostic criteria for vascular cognitive impairment, and its management; (3) dementia case finding and detection; (4) neuroimaging and fluid biomarkers in diagnosis; (5) use of non‐cognitive markers of dementia for better dementia detection; (6) risk reduction/prevention; (7) psychosocial and non‐pharmacological interventions; and (8) deprescription of medications used to treat dementia. We hope the guidelines are useful for clinicians, researchers, policy makers, and the lay public, to inform a current and evidence‐based approach to dementia.
    Type of Medium: Online Resource
    ISSN: 1552-5260 , 1552-5279
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2020
    detail.hit.zdb_id: 2201940-6
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  • 5
    In: Alzheimer's & Dementia, Wiley, Vol. 17, No. S6 ( 2021-12)
    Abstract: Cerebral amyloid angiopathy (CAA) contributes to cognitive impairment as well as dementia in the elderly. In clinical cohorts, symptomatic CAA is associated with impairments in executive function and processing speed. Because CAA severity tends to be highest in the occipital and posterior temporal and parietal lobes, it may also affect visuospatial function. We hypothesized that participants with a clinical diagnosis of CAA will have impaired performance on tests of visuospatial function when compared to control, mild cognitive impairment (MCI) and Alzheimer’s disease (AD) participants. Method Participants with CAA presented with lobar intracerebral hemorrhage, transient focal neurological episodes, or mild cognitive impairment; met Boston criteria for probable CAA; and did not have dementia. Clocks were scored based on a published 20‐point system (Mendez, JAGS 1992). Clock items were subcategorized by general contours, number items, and hand items (Mendez, JAGS 1992); and by a subset of 9 items correlated in prior literature with visuospatial function and temporal‐parietal hypoperfusion (visuospatial items). Result Data from 53 CAA without dementia, 43 MCI, 30 AD with mild dementia (MMSE ≥20), and 40 control participants were analyzed (mean age 71.6 [SD 7.5]; 47% women). Compared to controls, CAA participants performed significantly worse on total score, hand items, and visuospatial items (Table 1). AD participants performed worse than controls on all components except general contour, and MCI participants did not differ from controls. Among CAA participants, total and visuospatial scores did not correlate with history of stroke, number of microbleeds, or white matter hyperintensity volume (p 〉 0.10). Conclusion Mean performance on the clock drawing test is lower in CAA patients without dementia than controls, suggesting visuospatial impairment. This impairment may be related to vascular amyloid deposition in posterior brain regions; however, it was not correlated with typical markers of CAA severity suggesting it may be an early but not necessarily progressive feature. Future research should investigate the mechanisms of visuospatial impairment in CAA—including whether it is related to posterior white matter damage or parieto‐occipital atrophy—and its association with daily function and risk for cognitive decline.
    Type of Medium: Online Resource
    ISSN: 1552-5260 , 1552-5279
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2021
    detail.hit.zdb_id: 2201940-6
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  • 6
    In: Alzheimer's & Dementia, Wiley, Vol. 19, No. S4 ( 2023-06)
    Abstract: Neuropsychiatric symptoms (NPS) are risk factors for dementia. Mild behavioral impairment (MBI) is a neurobehavioral syndrome that refines NPS assessment to improve dementia prognostication by identifying later‐life emergent and persistent NPS specifically as the at‐risk group. Affective dysregulation contributes to dementia risk and is an MBI domain characterized by the inability to regulate emotions. Here, we investigate the longitudinal association of MBI‐affective dysregulation with incident dementia in dementia‐free older adults from the National Alzheimer Coordinating Centre (NACC). Method NACC participants with no history of psychiatric, neurological, or neurodevelopmental disorders were included. MBI‐affective dysregulation status was determined based on Neuropsychiatric Inventory Questionnaire (NPI‐Q) depression, anxiety, and elation scores at two consecutive visits. The comparator group involved participants with no NPS prior to dementia. Participants with dementia at baseline were excluded from the study. Kaplan‐Meier curves of dementia‐free survival over ten years were generated for MBI‐affective dysregulation versus no NPS. Cox proportional hazard models were implemented to assess the risk of dementia, adjusted for age, sex, years of education, race, APOE e4 status, and clinical cognitive diagnosis. Potential interactions were further explored for relevant model covariates. Result The final sample consisted of 3,446 participants with no NPS (mean age 73.1; 63.0% female), and 1,156 with MBI‐affective dysregulation (mean age 75.1; 53.9% female). MBI‐affective dysregulation was associated with lower chance of dementia‐free survival (log rank, p 〈 0.001) and 1.67 times greater risk of dementia compared to no NPS (CI:1.4‐2, p 〈 0.001). Moderation analysis revealed that in participants with normal cognition (NC), those with MBI‐affective dysregulation were at 2.56 times greater risk of dementia than those with no NPS (CI:1.87‐3.49, p 〈 0.001). In mild cognitive impairment (MCI), the risk associated with MBI‐affective dysregulation was 1.4 times greater than no NPS (CI:1.14‐1.72, p = 0.02). Conclusion The emergence of persistent affective dysregulation symptoms in dementia‐free older adults is associated with substantial risk for dementia. When emerging in individuals with NC, these persistent affective symptoms represent a greater risk compared to those with no NPS, compared to emergence of these symptoms in MCI. MBI‐affective dysregulation is an important risk factor for dementia and should be considered in clinical assessments.
    Type of Medium: Online Resource
    ISSN: 1552-5260 , 1552-5279
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2023
    detail.hit.zdb_id: 2201940-6
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  • 7
    Online Resource
    Online Resource
    Frontiers Media SA ; 2024
    In:  Frontiers in Artificial Intelligence Vol. 7 ( 2024-2-7)
    In: Frontiers in Artificial Intelligence, Frontiers Media SA, Vol. 7 ( 2024-2-7)
    Abstract: Distributed learning is a promising alternative to central learning for machine learning (ML) model training, overcoming data-sharing problems in healthcare. Previous studies exploring federated learning (FL) or the traveling model (TM) setup for medical image-based disease classification often relied on large databases with a limited number of centers or simulated artificial centers, raising doubts about real-world applicability. This study develops and evaluates a convolution neural network (CNN) for Parkinson's disease classification using data acquired by 83 diverse real centers around the world, mostly contributing small training samples. Our approach specifically makes use of the TM setup, which has proven effective in scenarios with limited data availability but has never been used for image-based disease classification. Our findings reveal that TM is effective for training CNN models, even in complex real-world scenarios with variable data distributions. After sufficient training cycles, the TM-trained CNN matches or slightly surpasses the performance of the centrally trained counterpart (AUROC of 83% vs. 80%). Our study highlights, for the first time, the effectiveness of TM in 3D medical image classification, especially in scenarios with limited training samples and heterogeneous distributed data. These insights are relevant for situations where ML models are supposed to be trained using data from small or remote medical centers, and rare diseases with sparse cases. The simplicity of this approach enables a broad application to many deep learning tasks, enhancing its clinical utility across various contexts and medical facilities.
    Type of Medium: Online Resource
    ISSN: 2624-8212
    Language: Unknown
    Publisher: Frontiers Media SA
    Publication Date: 2024
    detail.hit.zdb_id: 2957496-1
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  • 8
    In: Alzheimer's & Dementia, Wiley
    Abstract: This study assesses experts’ beliefs about important predictors of developing dementia in persons with mild cognitive impairment (MCI). Methods Structured expert elicitation, a methodology to quantify expert knowledge, was used to elicit the most important risk factors for developing dementia. We recruited 11 experts (6 neurologists, 3 geriatricians, and 2 psychiatrists). Ten experts fully participated in introductory meetings, two rounds of surveys, and discussion meetings. The data from these ten experts were utilized for this study. Results The expert elicitation identified age, CSF analysis, fluorodeoxyglucose‐positron emission tomography (FDG‐PET) findings, hippocampal atrophy, MoCA (or MMSE) score, parkinsonism, apathy, psychosis, informant report of cognitive symptoms, and global atrophy as the ten most important predictors of progressing to dementia in persons with MCI. Discussion Several dementia predictors are not routinely collected in existing registries, observational studies, or usual care. This might partially explain the low uptake of existing published dementia risk scores in clinical practice.
    Type of Medium: Online Resource
    ISSN: 1552-5260 , 1552-5279
    Language: English
    Publisher: Wiley
    Publication Date: 2023
    detail.hit.zdb_id: 2201940-6
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  • 9
    Online Resource
    Online Resource
    American Medical Association (AMA) ; 2020
    In:  JAMA Neurology Vol. 77, No. 3 ( 2020-03-01), p. 393-
    In: JAMA Neurology, American Medical Association (AMA), Vol. 77, No. 3 ( 2020-03-01), p. 393-
    Type of Medium: Online Resource
    ISSN: 2168-6149
    Language: English
    Publisher: American Medical Association (AMA)
    Publication Date: 2020
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  • 10
    In: NeuroImage: Clinical, Elsevier BV, Vol. 37 ( 2023), p. 103300-
    Type of Medium: Online Resource
    ISSN: 2213-1582
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2023
    detail.hit.zdb_id: 2701571-3
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