48 results on '"Ramakers IHGB"'
Search Results
2. The Dutch Parelsnoer Institute - Neurodegenerative diseases; methods, design and baseline results
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Aalten, P, Ramakers, IHGB, Biessels, GJ, de Deyn, PP, Koek, HL, OldeRikkert, MGM, Oleksik, AM, Richard, E, Smits, LL, van Swieten, J.C., Teune, LK, van der Lugt, Aad, Barkhof, F, Teunissen, CE, Rozendaal, N, Verhey, FRJ, van der Flier, WM, Aalten, P, Ramakers, IHGB, Biessels, GJ, de Deyn, PP, Koek, HL, OldeRikkert, MGM, Oleksik, AM, Richard, E, Smits, LL, van Swieten, J.C., Teune, LK, van der Lugt, Aad, Barkhof, F, Teunissen, CE, Rozendaal, N, Verhey, FRJ, and van der Flier, WM
- Abstract
Background: The Parelsnoer Institute is a collaboration between 8 Dutch University Medical Centers in which clinical data and biomaterials from patients suffering from chronic diseases (so called "Pearls") are collected according to harmonized protocols. The Pearl Neurodegenerative Diseases focuses on the role of biomarkers in the early diagnosis, differential diagnosis and in monitoring the course of neurodegenerative diseases, in particular Alzheimer's disease. The objective of this paper is to describe the design and methods of the Pearl Neurodegenerative Diseases, as well as baseline descriptive variables, including their biomarker profile. Methods: The Pearl Neurodegenerative Diseases is a 3-year follow-up study of patients referred to a memory clinic with cognitive complaints. At baseline, all patients are subjected to a standardized examination, including clinical data and biobank materials, e.g. blood samples, MRI and cerebrospinal fluid. At present, in total more than 1000 patients have been included, of which cerebrospinal fluid and DNA samples are available of 211 and 661 patients, respectively. First descriptives of a subsample of the data (n = 665) shows that patients are diagnosed with dementia (45%), mild cognitive impairment (31%), and subjective memory complaints (24%). Discussion: The Pearl Neurodegenerative Diseases is an ongoing large network collecting clinical data and biomaterials of more than 1000 patients with cognitive impairments. The project has started with data analyses of the baseline characteristics and biomarkers, which will be the starting point of future specific research questions that can be answered by this unique dataset.
- Published
- 2014
3. Functional integration of parietal lobe activity in early Alzheimer's disease
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Jacobs, HIL, primary, van Boxtel, MPJ, additional, Heinecke, A, additional, Gronenschild, EHBM, additional, Backes, WH, additional, Ramakers, IHGB, additional, Jolles, J, additional, and Verhey, FRJ, additional
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- 2012
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4. Alzheimer's disease-specific transcriptomic and epigenomic changes in the tryptophan catabolic pathway.
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Choe K, Ali M, Lardenoije R, Riemens RJM, Pishva E, Bickel H, Weyerer S, Hoffmann P, Pentzek M, Riedel-Heller S, Wiese B, Scherer M, Wagner M, Mastroeni D, Coleman PD, Ramirez A, Ramakers IHGB, Verhey FRJ, Rutten BPF, Kenis G, and van den Hove DLA
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- Humans, Male, Female, Aged, Aged, 80 and over, Epigenomics methods, Cohort Studies, Epigenesis, Genetic genetics, NAD metabolism, Temporal Lobe metabolism, Metabolic Networks and Pathways genetics, Alzheimer Disease genetics, Alzheimer Disease metabolism, Tryptophan metabolism, Transcriptome, DNA Methylation genetics
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Background: Neurodegenerative disorders, including Alzheimer's disease (AD), have been linked to alterations in tryptophan (TRP) metabolism. However, no studies to date have systematically explored changes in the TRP pathway at both transcriptional and epigenetic levels. This study aimed to investigate transcriptomic, DNA methylomic (5mC) and hydroxymethylomic (5hmC) changes within genes involved in the TRP and nicotinamide adenine dinucleotide (NAD) pathways in AD, using three independent cohorts., Methods: DNA derived from post-mortem middle temporal gyrus (MTG) tissue from AD patients (n = 45) and age-matched controls (n = 35) was analyzed, along with DNA derived from blood samples from two independent cohorts: the German Study on Ageing, Cognition, and Dementia in Primary Care Patients (AgeCoDe) cohort (n = 96) and the Dutch BioBank Alzheimer Center Limburg (BBACL) cohort (n = 262). Molecular profiling, including assessing mRNA expression and DNA (hydroxy)methylation levels, was conducted using HumanHT-12 v4 Expression BeadChip and HM 450 K BeadChip arrays, respectively. Functional interactions between genes and identification of common phenotype-specific positive and negative elementary circuits were conducted using computational modeling, i.e. gene regulatory network (GRN) and network perturbational analysis. DNA methylation of IDO2 (cg11251498) was analyzed using pyrosequencing., Results: Twelve TRP- and twenty NAD-associated genes were found to be differentially expressed in the MTG of AD patients. Gene sets associated in the kynurenine pathway, the most common TRP pathway, and NAD pathway, showed enrichment at the mRNA expression level. Downstream analyses integrating data on gene expression, DNA (hydroxy)methylation, and AD pathology, as well as GRN and network perturbation analyses, identified IDO2, an immune regulatory gene, as a key candidate in AD. Notably, one CpG site in IDO2 (cg11251498) exhibited significant methylation differences between AD converters and non-converters in the AgeCoDe cohort., Conclusion: These findings reveal substantial transcriptional and epigenetic alterations in TRP- and NAD-pathway-associated genes in AD, highlighting IDO2 as a key candidate gene for further investigation. These genes and their encoded proteins hold potential as novel biomarkers and therapeutic targets for AD., Competing Interests: Declarations. Ethics approval and consent to participate: Donors of the BBDP signed an Institutional Review Board-approved informed consent form, including specific consent to the use of donated tissue for future research [16, 17]. The AgeCoDe study protocol was approved by the local ethics committees at the University of Bonn (Bonn, Germany), the University of Hamburg (Hamburg, Germany), the University of Duesseldorf (Duesseldorf, Germany), the University of Heidelberg/Mannheim (Mannheim, Germany), the University of Leipzig (Leipzig, Germany), and the Technical University of Munich (Munich, Germany). Lastly, the BBACL study protocol was approved by local ethics committees (METC 15-4-100) at the MUMC+ (Maastricht, the Netherlands). All participants gave their written informed consent. Consent for publication: Not applicable. Competing interests: The authors declare no competing interests., (© 2024. The Author(s).)
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- 2024
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5. Linking human cerebral and ocular waste clearance: Insights from tear fluid and ultra-high field MRI.
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van der Thiel MM, van de Sande N, Meeusen A, Drenthen GS, Postma AA, Nuijts RMMA, van der Knaap N, Ramakers IHGB, Webers CAB, Backes WH, Gijs M, and Jansen JFA
- Abstract
Impaired cerebral waste clearance (i.e., glymphatics) is evident in aging and neurodegenerative disorders, such as Alzheimer's disease, where an impaired waste clearance system could be related to the accumulation of pathological proteins (e.g., tau). One marker of impaired cerebral clearance is the abundance of enlarged perivascular spaces (PVS). Preclinical studies propose a similar clearance system in the eye, driven by intraocular pressure (IOP). This cross-sectional pilot study explores the link between ocular and cerebral waste clearance by examining the association between MRI-visible PVS, tear fluid total-tau, and IOP. Thirty cognitively healthy participants, all aged over 55 years, underwent 7 Tesla MRI, with PVS visually rated in the centrum semiovale (CSO) and basal ganglia. Tear fluid was collected using paper Schirmer's strips and analyzed for total-tau using enzyme-linked immunosorbent assay. IOP was measured using non-contact tonometry. Partial Spearman's correlation coefficients of eye and brain markers were calculated, adjusted for age, sex, tear fluid-wetting length, and hemispheric region of interest volume. Higher CSO PVS scores in the left and right hemisphere were associated with higher levels of tear fluid total-tau. Higher CSO PVS scores in both hemispheres were related to lower ipsilateral IOP. The exploratory results suggest that higher tear fluid total-tau and a reduced driving force of ocular waste clearance are connected to impaired cerebral waste clearance in cognitive healthy individuals. This study connects the potential ocular glymphatic system to the cerebral waste clearance system. Clarifying waste clearance biology and validating eye biomarkers for cerebral waste clearance could provide treatment targets and diagnostic opportunities for neurological diseases., Competing Interests: Declaration of competing interest The authors report no competing interests., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2024
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6. Relation of the kynurenine pathway with normal age: A systematic review.
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Bakker L, Choe K, Eussen SJPM, Ramakers IHGB, van den Hove DLA, Kenis G, Rutten BPF, Verhey FRJ, and Köhler S
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- Quinolinic Acid cerebrospinal fluid, Tryptophan metabolism, Kynurenine metabolism, Aging metabolism
- Abstract
Background: The kynurenine pathway (KP) is gaining more attention as a common pathway involved in age-related conditions. However, which changes in the KP occur due to normal ageing is still largely unclear. The aim of this systematic review was to summarize the available evidence for associations of KP metabolites with age., Methods: We used an broad search strategy and included studies up to October 2023., Results: Out of 8795 hits, 55 studies were eligible for the systematic review. These studies suggest that blood levels of tryptophan decrease with age, while blood and cerebrospinal fluid levels of kynurenine and its ratio with tryptophan increase. Studies investigating associations between cerebrospinal fluid and blood levels of kynurenic acid and quinolinic acid with age reported either positive or non-significant findings. However, there is a large heterogeneity across studies. Additionally, most studies were cross-sectional, and only few studies investigated associations with other downstream kynurenines., Conclusions: This systematic review suggests that levels of kynurenines are positively associated with age. Larger and prospective studies are needed that also investigate a more comprehensive panel of KP metabolites and changes during the life-course., Competing Interests: Declaration of Competing Interest The authors declare that they have no competing interests., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2024
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7. Small vessel disease burden and functional brain connectivity in mild cognitive impairment.
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Marcolini S, Mondragón JD, Bron EE, Biessels GJ, Claassen JAHR, Papma JM, Middelkoop H, Dierckx RAJO, Borra RJH, Ramakers IHGB, van der Flier WM, Maurits NM, and De Deyn PP
- Abstract
Background: The role of small vessel disease in the development of dementia is not yet completely understood. Functional brain connectivity has been shown to differ between individuals with and without cerebral small vessel disease. However, a comprehensive measure of small vessel disease quantifying the overall damage on the brain is not consistently used and studies using such measure in mild cognitive impairment individuals are missing., Method: Functional brain connectivity differences were analyzed between mild cognitive impairment individuals with absent or low ( n = 34) and high ( n = 34) small vessel disease burden using data from the Parelsnoer Institute, a Dutch multicenter study. Small vessel disease was characterized using an ordinal scale considering: lacunes, microbleeds, perivascular spaces in the basal ganglia, and white matter hyperintensities. Resting state functional MRI data using 3 Tesla scanners was analyzed with group-independent component analysis using the CONN toolbox., Results: Functional connectivity between areas of the cerebellum and between the cerebellum and the thalamus and caudate nucleus was higher in the absent or low small vessel disease group compared to the high small vessel disease group., Conclusion: These findings might suggest that functional connectivity of mild cognitive impairment individuals with low or absent small vessel disease burden is more intact than in mild cognitive impairment individuals with high small vessel disease. These brain areas are mainly responsible for motor, attentional and executive functions, domains which in previous studies were found to be mostly associated with small vessel disease markers. Our results support findings on the involvement of the cerebellum in cognitive functioning., Competing Interests: None., (© 2023 The Author(s).)
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- 2023
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8. The role of the kynurenine pathway in cognitive functioning after stroke: A prospective clinical study.
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Bakker L, Ramakers IHGB, J P M Eussen S, Choe K, van den Hove DLA, Kenis G, Rutten BPF, van Oostenbrugge RJ, Staals J, Ulvik A, Ueland PM, Verhey FRJ, and Köhler S
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- Male, Humans, Female, Prospective Studies, Biomarkers, Kynurenic Acid, Cognition, Kynurenine metabolism, Stroke complications
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Background: The kynurenine pathway is the main metabolic pathway of tryptophan degradation and has been associated with stroke and impaired cognitive functioning, but studies on its role in post-stroke cognitive impairment (PSCI) are scarce. We aimed to investigate associations between metabolites of the kynurenine pathway at baseline and post-stroke cognitive functioning over time., Methods: Baseline plasma kynurenines were quantified in 198 stroke patients aged 65.4 ± 10.8 years, 138 (69.7%) men, who were followed up over a period of three years after stroke. Baseline and longitudinal associations of kynurenines with PSCI and cognitive domain scores were investigated using linear mixed models, adjusted for several confounders., Results: No evidence of associations between kynurenines and odds of PSCI were found. However, considering individual cognitive domains, higher plasma levels of anthranilic acid (AA) were associated with better episodic memory at baseline (β per SD 0.16 [0.05, 0.28]). Additionally, a linear-quadratic association was found for the kynurenic acid/ quinolinic acid ratio (KA/QA), a neuroprotective index, with episodic memory (Wald χ
2 = 8.27, p = .016). Higher levels of KA were associated with better processing speed in women only (pinteraction = .008; β per SD 0.15 [95% CI 0.02, 0.27]). These associations did not change over time., Conclusions: Higher levels of KA, AA and KA/QA were associated with better scores on some cognitive domains at baseline. These associations did not change over time. Given the exploratory nature and heterogeneity of findings, these results should be interpreted with caution, and verified in other prospective studies., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)- Published
- 2023
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9. Determinants of quality of life in family caregivers in MCI: a comparison with mild dementia.
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Tan EYL, Janssen N, Handels R, Ramakers IHGB, Verhey FRJ, van der Flier WM, Melis RJF, Olde Rikkert MGM, Schols JMGA, and de Vugt ME
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- Humans, Quality of Life, Linear Models, Adaptation, Psychological, Caregivers, Dementia
- Abstract
Objectives: The aim of the current study was to investigate the health-related quality of life (HRQol) of the family caregiver in MCI, explore possible determinants and study possible differences with mild dementia., Methods: This secondary data analysis included 145 persons with MCI and 154 persons with dementia and their family caregivers from two Dutch cohort studies. HRQoL was measured with the VAS of the EuroQol-5D-3L version. Regressions analyses were conducted to examine potential demographic and clinical determinants of the caregiver's HRQoL., Results: The mean EQ5D-VAS in family caregivers of persons with MCI was 81.1 (SD 15.7), and did not significantly differ from family caregivers in mild dementia (81.9 (SD 13.0)). In MCI, patient measurements were not significantly associated with caregiver mean EQ5D-VAS. Concerning caregiver characteristics, being a spouse and a lower educational level were associated with a lower mean EQ5D-VAS (in a multiple linear regression model: unstandardized B -8.075, p = 0.013 and unstandardized B -6.162, p = 0.037 resp.). In mild dementia, the NPI item irritability showed an association with caregiver EQ5D-VAS in bivariate linear regression analyses., Conclusion: Results indicate that especially family caregiver characteristics seem to influence family caregiver HRQoL in MCI. Future research should include other potential determinants such as burden, coping strategies and relationship quality.
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- 2023
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10. Tear biomarkers for Alzheimer's disease screening and diagnosis (the TearAD study): design and rationale of an observational longitudinal multicenter study.
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van de Sande N, Ramakers IHGB, Visser PJ, Verhey FRJ, Verbraak FD, Bouwman FH, Berendschot TTJM, Nuijts RMMA, Webers CAB, and Gijs M
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- Humans, Amyloid beta-Peptides cerebrospinal fluid, Biomarkers cerebrospinal fluid, tau Proteins cerebrospinal fluid, Peptide Fragments, Alzheimer Disease diagnostic imaging, Alzheimer Disease cerebrospinal fluid, Macular Pigment, Cognitive Dysfunction psychology
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Background: Alzheimer's disease (AD) is the most common cause of dementia, and due to increasing life expectancy the number of patients is expected to grow. The diagnosis of AD involves the use of biomarkers determined by an amyloid PET scan or cerebrospinal fluid analyses that are either invasive or expensive, and not available in each hospital, thus limiting their usage as a front-line screener. The TearAD study aims to use tear fluid as a potential source for AD biomarkers. In previous reports, we demonstrated that AD biomarkers amyloid-beta and tau, are measurable in tear fluid and are associated with disease severity and neurodegeration. This study aims to validate previous results in a larger cohort and evaluate the diagnostic accuracy of tear biomarkers to discriminate between individuals with and without neurodegeneration as determined by hippocampal atrophy., Methods: The TearAD study is an observational longitudinal multi-center study that will enroll 50 cognitively healthy controls, 50 patients with subjective cognitive decline, 50 patients with mild cognitive impairment and 50 patients with AD dementia from the memory clinic. Participants will be examined at baseline, after one year, and after two years follow-up. Study assessments include neuropsychological tests and ophthalmic examination. All participants will receive a MRI scan, and a subset of the study population will undergo cerebral spinal fluid collection and an amyloid PET scan. Tear fluid will be collected with Schirmer strips and levels of Aβ38, Aβ40, Aβ42, t-tau and p-tau in tear fluid will be determined using multiplex immunoassays. Blood samples will be collected from all participants. Images of the retina will be obtained with a standard, hyperspectral and ultra-wide field fundus camera. Additionally, macular pigment optical density will be measured with the macular pigment reflectometer, and cross-sectional images of the retina will be obtained through optical coherence tomography imaging., Discussion: The TearAD study will provide insight into the potential diagnostic use of tear biomarkers as a minimally invasive and low cost tool for the screening and diagnosis of AD., Trial Registration: Retrospectively registered at clinicaltrials.gov (NCT05655793)., (© 2023. BioMed Central Ltd., part of Springer Nature.)
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- 2023
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11. Correlations between kynurenines in plasma and CSF, and their relation to markers of Alzheimer's disease pathology.
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Bakker L, Köhler S, Eussen SJPM, Choe K, van den Hove DLA, Kenis G, Rutten BPF, Ulvik A, Ueland PM, Verhey FRJ, and Ramakers IHGB
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- Humans, Chromatography, Liquid, Neopterin, Cross-Sectional Studies, Prospective Studies, Tandem Mass Spectrometry, Tryptophan, tau Proteins cerebrospinal fluid, Amyloid beta-Peptides cerebrospinal fluid, Biomarkers, Kynurenine metabolism, Alzheimer Disease metabolism
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Introduction: Altered levels of kynurenines in blood and cerebrospinal fluid (CSF) have been reported in Alzheimer's disease (AD). However, it is still largely unknown whether peripheral kynurenine concentrations resemble those found in CSF and how they relate to AD pathology. We therefore studied correlations between kynurenines in plasma and CSF and their associations with CSF amyloid-beta (Aβ
1-42 ) and tau levels in patients from the memory clinic spanning the whole cognitive spectrum., Methods: The Biobank Alzheimer Center Limburg study is a prospective cohort study of consecutive patients referred to the memory clinic of the Alzheimer Center Limburg. Plasma and CSF concentrations of tryptophan (TRP), eight kynurenines and neopterin from 138 patients were determined by means of LC-MS/MS. Additionally, CSF Aβ1-42 , total-tau (t-tau) and phosphorylated tau (p-tau) concentrations were determined using commercially available single-parameter ELISA methods. Partial correlations were used to analyze cross-sectional associations between kynurenines in plasma and CSF and their relation to AD related CSF-biomarkers adjusted for age, sex, educational level, and kidney function., Results: Moderate to strong correlations were observed between plasma and CSF levels for quinolinic acid (QA; r = 0.63), TRP (r = 0.47), anthranilic acid (r = 0.59), picolinic acid (r = 0.55), and the kynurenine (KYN)/TRP ratio (KTR; r = 0.55; all p < 0.0001), while other kynurenines correlated only weakly with their corresponding CSF values. No correlations were found between plasma and CSF levels of KA/QA. Several kynurenines were also weakly correlated with Aβ1-42 , t-tau or p-tau. Plasma levels of KA/QA were negatively correlated with Aβ1-42 (r = -0.21, p < 0.05). Plasma levels of TRP were negatively correlated with t-tau (r = -0.19) and levels of KYN with p-tau (r = -0.18; both p < 0.05). CSF levels of KYN (r = 0.20, p < 0.05), KA (r = 0.23, p < 0.01), and KTR (r = 0.18, p < 0.05) were positively correlated with Aβ1-42 . Finally, TRP and KYN were negatively (r = -0.22 and r = -0.18, respectively), and neopterin positively (r = 0.19) correlated with p-tau (all p < 0.05)., Conclusions: Plasma concentrations of TRP, KP metabolites, KTR, and neopterin all significantly correlated positively with their corresponding CSF concentrations, but many correlations were weak. Additionally, our results suggest a relation between higher kynurenine levels and lower AD pathology load. These results need verification in future studies and require more research into (shared) underlying mechanisms., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023. Published by Elsevier Inc.)- Published
- 2023
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12. Novel developments in non-contrast enhanced MRI of the perivascular clearance system: What are the possibilities for Alzheimer's disease research?
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van der Thiel MM, Backes WH, Ramakers IHGB, and Jansen JFA
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- Humans, Amyloid beta-Peptides metabolism, Magnetic Resonance Imaging methods, Brain, Alzheimer Disease diagnostic imaging, Glymphatic System diagnostic imaging, Glymphatic System metabolism, Cognitive Dysfunction diagnostic imaging
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The cerebral waste clearance system (i.e, glymphatic or intramural periarterial drainage) works through a network of perivascular spaces (PVS). Dysfunction of this system likely contributes to aggregation of Amyloid-β and subsequent toxic plaques in Alzheimer's disease (AD). A promising, non-invasive technique to study this system is MRI, though applications in dementia are still scarce. This review focusses on recent non-contrast enhanced (non-CE) MRI techniques which determine and visualise physiological aspects of the clearance system at multiple levels, i.e., cerebrospinal fluid flow, PVS-flow and interstitial fluid movement. Furthermore, various MRI studies focussing on aspects of the clearance system which are relevant to AD are discussed, such as studies on ageing, sleep alterations, and cognitive decline. Additionally, the complementary function of non-CE to CE methods is elaborated upon. We conclude that non-CE studies have great potential to determine which parts of the waste clearance system are affected by AD and in which stages of cognitive impairment dysfunction of this system occurs, which could allow future clinical trials to target these specific mechanisms., (Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2023
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13. Plasma proteome profiling identifies changes associated to AD but not to FTD.
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Mofrad RB, Del Campo M, Peeters CFW, Meeter LHH, Seelaar H, Koel-Simmelink M, Ramakers IHGB, Middelkoop HAM, De Deyn PP, Claassen JAHR, van Swieten JC, Bridel C, Hoozemans JJM, Scheltens P, van der Flier WM, Pijnenburg YAL, and Teunissen CE
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- Humans, Female, Middle Aged, Aged, Male, Proteome, Proteomics, Biomarkers, Frontotemporal Dementia diagnosis, Frontotemporal Dementia genetics, Frontotemporal Lobar Degeneration diagnosis, Frontotemporal Lobar Degeneration pathology, Pick Disease of the Brain
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Background: Frontotemporal dementia (FTD) is caused by frontotemporal lobar degeneration (FTLD), characterized mainly by inclusions of Tau (FTLD-Tau) or TAR DNA binding43 (FTLD-TDP) proteins. Plasma biomarkers are strongly needed for specific diagnosis and potential treatment monitoring of FTD. We aimed to identify specific FTD plasma biomarker profiles discriminating FTD from AD and controls, and between FTD pathological subtypes. In addition, we compared plasma results with results in post-mortem frontal cortex of FTD cases to understand the underlying process., Methods: Plasma proteins (n = 1303) from pathologically and/or genetically confirmed FTD patients (n = 56; FTLD-Tau n = 16; age = 58.2 ± 6.2; 44% female, FTLD-TDP n = 40; age = 59.8 ± 7.9; 45% female), AD patients (n = 57; age = 65.5 ± 8.0; 39% female), and non-demented controls (n = 148; 61.3 ± 7.9; 41% female) were measured using an aptamer-based proteomic technology (SomaScan). In addition, exploratory analysis in post-mortem frontal brain cortex of FTD (n = 10; FTLD-Tau n = 5; age = 56.2 ± 6.9, 60% female, and FTLD-TDP n = 5; age = 64.0 ± 7.7, 60% female) and non-demented controls (n = 4; age = 61.3 ± 8.1; 75% female) were also performed. Differentially regulated plasma and tissue proteins were identified by global testing adjusting for demographic variables and multiple testing. Logistic lasso regression was used to identify plasma protein panels discriminating FTD from non-demented controls and AD, or FTLD-Tau from FTLD-TDP. Performance of the discriminatory plasma protein panels was based on predictions obtained from bootstrapping with 1000 resampled analysis., Results: Overall plasma protein expression profiles differed between FTD, AD and controls (6 proteins; p = 0.005), but none of the plasma proteins was specifically associated to FTD. The overall tissue protein expression profile differed between FTD and controls (7-proteins; p = 0.003). There was no difference in overall plasma or tissue expression profile between FTD subtypes. Regression analysis revealed a panel of 12-plasma proteins discriminating FTD from AD with high accuracy (AUC: 0.99). No plasma protein panels discriminating FTD from controls or FTD pathological subtypes were identified., Conclusions: We identified a promising plasma protein panel as a minimally-invasive tool to aid in the differential diagnosis of FTD from AD, which was primarily associated to AD pathophysiology. The lack of plasma profiles specifically associated to FTD or its pathological subtypes might be explained by FTD heterogeneity, calling for FTD studies using large and well-characterize cohorts., (© 2022. The Author(s).)
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- 2022
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14. Screening for neuropsychological assessment in the diagnostics of neurocognitive disorder.
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Ramakers IHGB and Verhey FRJ
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- Humans, Mass Screening, Neuropsychological Tests, HIV Infections psychology, Neurocognitive Disorders diagnosis
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- 2022
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15. A comparison of two approaches for modeling dementia progression in a changing patient context.
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Wubben N, Haaksma M, Ramakers IHGB, van der Flier WM, Verhey FRJ, Olde Rikkert MGM, and Melis RJF
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- Aged, Comorbidity, Disability Evaluation, Frail Elderly, Geriatric Assessment, Humans, Mental Status and Dementia Tests, Dementia epidemiology, Frailty
- Abstract
Objectives: To explain the heterogeneity in dementia disease trajectory, we studied the influence of changing patient characteristics on disease course by comparing the association of dementia progression with baseline comorbidity and frailty, and with time-varying comorbidity and frailty., Methods: We used individual growth models to study baseline and time-varying associations in newly diagnosed dementia patients (n = 331) followed for 3 years. We measured cognition using the Mini-Mental State Examination (MMSE), daily functioning using the Disability Assessment for Dementia (DAD), frailty using the Fried criteria and comorbidity using the Cumulative Illness Rating Scale for Geriatrics (CIRS-G)., Results: Although baseline comorbidity and frailty were associated with decreased daily functioning at diagnosis, their effects clearly diminished over time. In contrast, when incorporating comorbidity and frailty as time-varying covariates, comorbidity was associated with lower daily functioning, and frailty with both lower cognition and daily functioning. Being frail was associated with a 0.9-point lower MMSE score (p = 0.03) and a 14.9-point lower DAD score (p < 0.01). A 1-point increase in CIRS-G score was associated with a 1.1-point lower DAD score (p < 0.01)., Conclusions: Time-varying comorbidity and frailty were more consistently associated with dementia disease course than baseline comorbidity and frailty. Therefore, modeling only baseline predictors is insufficient for understanding the course of dementia in a changing patient context., (© 2022 The Authors. International Journal of Geriatric Psychiatry published by John Wiley & Sons Ltd.)
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- 2022
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16. The Role of Vascular Risk Factors in Biomarker-Based AT(N) Groups: A German-Dutch Memory Clinic Study.
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Kučikienė D, Costa AS, Banning LCP, van Gils V, Schulz JB, Ramakers IHGB, Verhey FRJ, Vos SJB, and Reetz K
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- Amyloid beta-Peptides cerebrospinal fluid, Atrophy, Biomarkers cerebrospinal fluid, Female, Humans, Male, Peptide Fragments cerebrospinal fluid, Risk Factors, tau Proteins cerebrospinal fluid, Alcoholism, Alzheimer Disease diagnostic imaging, Alzheimer Disease epidemiology, Alzheimer Disease pathology, Carotid Stenosis, Cognitive Dysfunction cerebrospinal fluid
- Abstract
Background: The relation between vascular risk factors (VRFs) and Alzheimer's disease (AD) is important due to possible pathophysiological association., Objective: To assess the prevalence of VRFs in biomarker-based AT(N) groups and the associations between VRFs, AD cerebrospinal fluid (CSF) biomarkers, brain magnetic resonance imaging (MRI), and cognition in clinical context., Methods: We included patients from two memory clinics in University Hospital Aachen (Germany) and Maastricht University Medical Centre (The Netherlands). Subjects were older than 45 years and had available data on demographics, VRFs, CSF AD biomarkers, and MRI. We categorized individuals in normal AD biomarkers, non-AD change, and AD-continuum groups based on amyloid (A), tau (T), and neurodegeneration (N) status in CSF and MRI. Regression models were corrected for age, sex, and site., Results: We included 838 participants (mean age 68.7, 53.2% male, mean MMSE 24.9). The most common VRFs were smoking (60.9%), hypertension (54.6%), and dyslipidemia (37.8%). Alcohol abuse and smoking were most frequent in the non-AD-change group, and coronary heart disease and carotid artery stenosis in the AD continuum group. Higher rates of depression were found in the normal AD biomarkers group. Parietal atrophy and cortical microbleeds were specific for the AD continuum group. Carotid artery stenosis was associated with pathological Aβ42 and T-tau values, and diabetes and alcohol abuse were associated with worse medial temporal atrophy and atrial fibrillation, with worse cognition., Conclusion: VRFs are common in memory clinic patients, showing differences across the AT(N) biomarker groups. This is important for prevention and individualized treatment of dementia.
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- 2022
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17. Association of tear fluid amyloid and tau levels with disease severity and neurodegeneration.
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Gijs M, Ramakers IHGB, Visser PJ, Verhey FRJ, van de Waarenburg MPH, Schalkwijk CG, Nuijts RMMA, and Webers CAB
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- Adult, Aged, Aged, 80 and over, Alzheimer Disease epidemiology, Biomarkers cerebrospinal fluid, Case-Control Studies, Cognitive Dysfunction epidemiology, Female, Humans, Male, Middle Aged, Netherlands epidemiology, Alzheimer Disease cerebrospinal fluid, Amyloid beta-Peptides cerebrospinal fluid, Cognitive Dysfunction cerebrospinal fluid, Peptide Fragments cerebrospinal fluid, Severity of Illness Index, Tears chemistry, tau Proteins cerebrospinal fluid
- Abstract
There has been increasing interest in finding non-invasive biomarkers for neurodegenerative diseases such as Alzheimer's disease (AD). This observational study investigated AD-specific biomarkers in tear fluid. Tear fluid was collected from a total of 65 subjects, including 23 patients with subjective cognitive decline (SCD), 22 patients with mild cognitive impairment (MCI), 11 dementia patients and 9 healthy controls (HC). Levels of amyloid-beta peptides (AB38, AB40, AB42), total-tau (t-tau) and phosphorylated-tau (p-tau) were determined using multiplex immunoassays. Levels of AB40 and t-tau were detectable in the vast majority (> 94%) of tear fluid samples. Cerebrospinal fluid (CSF) was available from a subset of patients. In this group, tear t-tau levels were significantly higher in people with dementia compared to SCD patients. Tear t-tau levels were elevated in patients with neurodegeneration (classified according to the A/T/N system) compared to patients without neurodegeneration. Negative correlations were found between CSF AB42 and CSF t-tau, and between CSF AB42 and tear t-tau. In summary, this study shows the potential of tau proteins in tear fluid to be associated with disease severity and neurodegeneration., (© 2021. The Author(s).)
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- 2021
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18. Serum and cerebrospinal fluid Neutrophil gelatinase-associated lipocalin (NGAL) levels as biomarkers for the conversion from mild cognitive impairment to Alzheimer's disease dementia.
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Naudé PJW, Ramakers IHGB, van der Flier WM, Jiskoot LC, Reesink FE, Claassen JAHR, Koek HL, Eisel ULM, and De Deyn PP
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- Aftercare, Aged, Amyloid beta-Peptides cerebrospinal fluid, Biomarkers blood, Biomarkers cerebrospinal fluid, Disease Progression, Female, Humans, Male, Middle Aged, Peptide Fragments cerebrospinal fluid, tau Proteins cerebrospinal fluid, Alzheimer Disease diagnosis, Cognitive Dysfunction diagnosis, Lipocalin-2 blood, Lipocalin-2 cerebrospinal fluid
- Abstract
Neutrophil gelatinase-associated lipocalin (NGAL) is an acute phase protein that has been reported as a potential marker for pre-dementia stages of Alzheimer's disease (AD). Longitudinal studies for its association with the conversion of mild cognitive impairment to AD is still lacking. This study included n = 268 study participants with subjective cognitive decline (SCD) (n=82), mild cognitive impairment (MCI) (n=98) and AD dementia (n=88) at baseline and two-year follow-up clinical assessments. Serum and cerebrospinal fluid (CSF)NGAL, CSF amyloid beta
1-42 , total-Tau, and phospho-Tau levels were measured with ELISA analysis. CSF NGAL levels were significantly lower in MCI participants compared to people with SCD at baseline. Lower baseline CSF NGAL levels predicted MCI converters to AD dementia vs. non-converters after 2-years follow-up. A positive correlation between CSF NGAL and amyloid beta1-42 was found particularly in MCI participants at baseline. NGAL in CSF holds potential to be used as a predictive marker for the conversion of MCI to AD dementia and may reflect pathophysiological processes of prodromal AD neuropathology., (Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2021
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19. Neuropsychological assessment and diagnostic disclosure at a memory clinic: A qualitative study of the experiences of patients and their family members.
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Gruters AAA, Christie HL, Ramakers IHGB, Verhey FRJ, Kessels RPC, and de Vugt ME
- Subjects
- Family, Humans, Neuropsychological Tests, Qualitative Research, Cognitive Dysfunction, Disclosure
- Abstract
Objective: The aim of this study was to gain insight into the experiences of patients and their family members regarding a neuropsychological assessment (NPA) and the diagnostic disclosure given by the medical specialist (psychiatrist, geriatrician, or their residents) at the memory clinic (MC)., Method: Patients with and without a cognitive impairment and their family members were recruited from three Dutch MCs. Four focus groups with 14 patients and 13 family members were analyzed using both inductive and deductive content analysis., Results: Three themes were identified: uncertainty, early diagnostic paradox, and knowledge utilization. High levels of uncertainty were experienced throughout the NPA and diagnostic disclosure. The early diagnostic paradox refers to the coexistence of negative emotions, feeling distressed due to undergoing an NPA that made them aware of their cognitive complaints, and the experience of relief due to insight given by the outcome of the NPA and medical diagnosis. Knowledge utilization refers to a low retention of medical information., Conclusion: Clinicians can reduce uncertainty by using clear communication, limiting interruptions during an NPA, and paying attention to contextual factors. Low information retention could possibly be improved by involving a family member and using visual aids or written information during the diagnostic disclosure. Finally, participants also appreciated being provided with neuropsychological feedback on the strengths and weaknesses of their cognitive profiles and with guidance on how to manage this diagnosis in their daily lives.
- Published
- 2021
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20. Associations between plasma kynurenines and cognitive function in individuals with normal glucose metabolism, prediabetes and type 2 diabetes: the Maastricht Study.
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Bakker L, Ramakers IHGB, van Boxtel MPJ, Schram MT, Stehouwer CDA, van der Kallen CJH, Dagnelie PC, van Greevenbroek MMJ, Wesselius A, Midttun Ø, Ueland PM, Verhey FRJ, Eussen SJPM, and Köhler S
- Subjects
- 3-Hydroxyanthranilic Acid metabolism, Aged, Biomarkers blood, Cognitive Dysfunction physiopathology, Cross-Sectional Studies, Diabetes Mellitus, Type 2 physiopathology, Female, Humans, Kynurenine blood, Male, Middle Aged, Blood Glucose metabolism, Cognition physiology, Cognitive Dysfunction blood, Diabetes Mellitus, Type 2 blood, Kynurenine analogs & derivatives, Prediabetic State blood
- Abstract
Aims/hypothesis: Studies investigating associations between kynurenines and cognitive function have generally been small, restricted to clinical samples or have found inconsistent results, and associations in the general adult population, and in individuals with type 2 diabetes in particular, are not clear. Therefore, the aim of the present study was to investigate cross-sectional associations between plasma kynurenines and cognitive function in a cohort of middle-aged participants with normal glucose metabolism, prediabetes (defined as impaired fasting glucose and/or impaired glucose tolerance) and type 2 diabetes., Methods: Plasma kynurenines were quantified in 2358 participants aged 61 ± 8 years. Cross-sectional associations of kynurenines with cognitive impairment and cognitive domain scores were investigated using logistic, multiple linear and restricted cubic spline regression analyses adjusted for several confounders., Results: Effect modification by glucose metabolism status was found for several associations with cognitive impairment, hence analyses were stratified. In individuals with prediabetes, 3-hydroxykynurenine (OR per SD 0.59 [95% CI 0.37, 0.94]) and 3-hydroxyanthranilic acid (0.67 [0.47, 0.96]) were associated with lower odds of cognitive impairment after full adjustment. In individuals with type 2 diabetes, kynurenine (0.80 [0.66, 0.98]), 3-hydroxykynurenine (0.82 [0.68, 0.99]), kynurenic acid (0.81 [0.68, 0.96]), xanthurenic acid (0.73 [0.61, 0.87]) and 3-hydroxyanthranilic acid (0.73 [0.60, 0.87]) were all associated with lower odds of cognitive impairment. Kynurenic acid (β per SD 0.07 [95% CI 0.02, 0.13]) and xanthurenic acid (0.06 [0.01, 0.11]) were also associated with better executive function/attention. No associations were observed in individuals with normal glucose metabolism., Conclusions/interpretation: Several kynurenines were cross-sectionally associated with lower odds of cognitive impairment and better cognitive functioning in type 2 diabetes, while less widespread associations were seen in prediabetes. Low levels of kynurenines might be involved in the pathway of type 2 diabetes and cognitive decline but this needs further studies., (© 2021. The Author(s).)
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- 2021
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21. Associations of increased interstitial fluid with vascular and neurodegenerative abnormalities in a memory clinic sample.
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van der Thiel MM, Freeze WM, Verheggen ICM, Wong SM, de Jong JJA, Postma AA, Hoff EI, Gronenschild EHBM, Verhey FR, Jacobs HIL, Ramakers IHGB, Backes WH, and Jansen JFA
- Subjects
- Aged, Alzheimer Disease etiology, Cognitive Dysfunction etiology, Dementia, Vascular etiology, Female, Healthy Volunteers, Humans, Male, Middle Aged, Nerve Degeneration metabolism, Nerve Degeneration pathology, Organ Size, Spectrum Analysis methods, Alzheimer Disease metabolism, Alzheimer Disease pathology, Cognitive Dysfunction metabolism, Cognitive Dysfunction pathology, Dementia, Vascular metabolism, Dementia, Vascular pathology, Extracellular Fluid metabolism, Hippocampus metabolism, Hippocampus pathology, White Matter metabolism, White Matter pathology
- Abstract
The vascular and neurodegenerative processes related to clinical dementia cause cell loss which induces, amongst others, an increase in interstitial fluid (ISF). We assessed microvascular, parenchymal integrity, and a proxy of ISF volume alterations with intravoxel incoherent motion imaging in 21 healthy controls and 53 memory clinic patients - mainly affected by neurodegeneration (mild cognitive impairment, Alzheimer's disease dementia), vascular pathology (vascular cognitive impairment), and presumed to be without significant pathology (subjective cognitive decline). The microstructural components were quantified with spectral analysis using a non-negative least squares method. Linear regression was employed to investigate associations of these components with hippocampal and white matter hyperintensity (WMH) volumes. In the normal appearing white matter, a large f
int (a proxy of ISF volume) was associated with a large WMH volume and low hippocampal volume. Likewise, a large fint value was associated with a lower hippocampal volume in the hippocampi. Large ISF volume (fint ) was shown to be a prominent factor associated with both WMHs and neurodegenerative abnormalities in memory clinic patients and is argued to play a potential role in impaired glymphatic functioning., (Copyright © 2021 The Author(s). Published by Elsevier Inc. All rights reserved.)- Published
- 2021
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22. Genome-wide association study of frontotemporal dementia identifies a C9ORF72 haplotype with a median of 12-G4C2 repeats that predisposes to pathological repeat expansions.
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Reus LM, Jansen IE, Mol MO, van Ruissen F, van Rooij J, van Schoor NM, Tesi N, Reinders MJT, Huisman MA, Holstege H, Visser PJ, de Boer SCM, Hulsman M, Ahmad S, Amin N, Uitterlinden AG, Ikram A, van Duijn CM, Seelaar H, Ramakers IHGB, Verhey FRJ, van der Lugt A, Claassen JAHR, Jan Biessels G, De Deyn PP, Scheltens P, van der Flier WM, van Swieten JC, Pijnenburg YAL, and van der Lee SJ
- Subjects
- DNA Repeat Expansion genetics, Haplotypes, Humans, C9orf72 Protein genetics, Frontotemporal Dementia genetics, Genome-Wide Association Study
- Abstract
Genetic factors play a major role in frontotemporal dementia (FTD). The majority of FTD cannot be genetically explained yet and it is likely that there are still FTD risk loci to be discovered. Common variants have been identified with genome-wide association studies (GWAS), but these studies have not systematically searched for rare variants. To identify rare and new common variant FTD risk loci and provide more insight into the heritability of C9ORF72-related FTD, we performed a GWAS consisting of 354 FTD patients (including and excluding N = 28 pathological repeat carriers) and 4209 control subjects. The Haplotype Reference Consortium was used as reference panel, allowing for the imputation of rare genetic variants. Two rare genetic variants nearby C9ORF72 were strongly associated with FTD in the discovery (rs147211831: OR = 4.8, P = 9.2 × 10
-9 , rs117204439: OR = 4.9, P = 6.0 × 10-9 ) and replication analysis (P < 1.1 × 10-3 ). These variants also significantly associated with amyotrophic lateral sclerosis in a publicly available dataset. Using haplotype analyses in 1200 individuals, we showed that these variants tag a sub-haplotype of the founder haplotype of the repeat expansion that was previously found to be present in virtually all pathological C9ORF72 G4 C2 repeat lengths. This new risk haplotype was 10 times more likely to contain a C9ORF72 pathological repeat length compared to founder haplotypes without one of the two risk variants (~22% versus ~2%; P = 7.70 × 10-58 ). In haplotypes without a pathologic expansion, the founder risk haplotype had a higher number of repeats (median = 12 repeats) compared to the founder haplotype without the risk variants (median = 8 repeats) (P = 2.05 × 10-260 ). In conclusion, the identified risk haplotype, which is carried by ~4% of all individuals, is a major risk factor for pathological repeat lengths of C9ORF72 G4 C2 . These findings strongly indicate that longer C9ORF72 repeats are unstable and more likely to convert to germline pathological C9ORF72 repeat expansions., (© 2021. The Author(s).)- Published
- 2021
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23. Elevated norepinephrine metabolism is linked to cortical thickness in the context of Alzheimer's disease pathology.
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van Hooren RWE, Verhey FRJ, Ramakers IHGB, Jansen WJ, and Jacobs HIL
- Subjects
- Aged, Aged, 80 and over, Alzheimer Disease etiology, Alzheimer Disease psychology, Amyloid beta-Peptides cerebrospinal fluid, Cognition, Female, Humans, Male, Methoxyhydroxyphenylglycol cerebrospinal fluid, Middle Aged, Nerve Degeneration, Organ Size, Peptide Fragments cerebrospinal fluid, tau Proteins cerebrospinal fluid, Alzheimer Disease metabolism, Alzheimer Disease pathology, Cerebral Cortex pathology, Locus Coeruleus metabolism, Locus Coeruleus pathology, Norepinephrine metabolism
- Abstract
Advanced Alzheimer's disease (AD) is characterized by higher noradrenaline metabolite levels that may be associated with AD pathology. The locus coeruleus (LC) is the main site for cerebral noradrenaline synthesis and LC volume loss occurs as early as Braak stage 1. This study investigates the association between noradrenergic turnover and brain morphology, and the modifying effect of AD pathology. The study sample included 77 memory clinic patients (37 cognitively unimpaired and 40 cognitively impaired (mild cognitive impairment or AD dementia)). Cortical thickness and volumetric analyses were performed using FreeSurfer. Cerebrospinal fluid was analyzed for noradrenergic metabolite 3-methoxy-4-hydroxyphenylethyleneglycol (MHPG), Aβ42 and phosphorylated tau. Higher MHPG was associated with lower cortical thickness and hippocampal volume at lower, but subthreshold, levels of Aβ42 and at higher p-tau levels. These associations remained significant after adding APOE-E4 or cognitive status as covariates. Our results suggest that greater MHPG together with worse AD pathology contributes to neurodegeneration, possibly before significant amyloidosis. The noradrenergic system may play an important role in early detection of AD-related processes., Competing Interests: Declaration of competing statement The authors report no conflicts of interest., (Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2021
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24. Alzheimer's disease pathology: pathways between central norepinephrine activity, memory, and neuropsychiatric symptoms.
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Jacobs HIL, Riphagen JM, Ramakers IHGB, and Verhey FRJ
- Subjects
- Amyloid beta-Peptides, Animals, Biomarkers, Mice, Norepinephrine, Peptide Fragments, tau Proteins, Alzheimer Disease, Cognitive Dysfunction
- Abstract
The locus coeruleus (LC) supplies norepinephrine to the brain, is one of the first sites of tau deposition in Alzheimer's disease (AD) and modulates a variety of behaviors and cognitive functions. Transgenic mouse models showed that norepinephrine dysregulation after LC lesions exacerbates inflammatory responses, blood-brain barrier leakage (BBB), and cognitive deficits. Here, we investigated relationships between central norepinephrine metabolism, tau and beta-amyloid (Aβ), inflammation, BBB-dysfunction, neuropsychiatric problems, and memory in-vivo in a memory clinic population (total n = 111, 60 subjective cognitive decline, 36 mild cognitively impaired, and 19 AD dementia). Cerebrospinal fluid (CSF) and blood samples were collected and analyzed for 3-methoxy-4-hydroxyphenylethyleneglycol (MHPG), CSF/plasma albumin ratio (Q-alb), Aβ, phosphorylated tau, and interleukins. The verbal word learning task and the neuropsychiatric inventory assessed memory functioning and neuropsychiatric symptoms. Structural equation models tested the relationships between all fluid markers, cognition and behavior, corrected for age, education, sex, and clinical dementia rating score. Our results showed that neuropsychiatric symptoms show strong links to both MHPG and p-tau, whereas memory deficits are linked to MHPG via a combination of p-tau and inflammation-driven amyloidosis (30-35% indirect effect contribution). These results suggest that the LC-norepinephrine may be pivotal to understand links between AD pathology and behavioral and cognitive deficits in AD.
- Published
- 2021
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25. Obtaining EQ-5D-5L utilities from the disease specific quality of life Alzheimer's disease scale: development and results from a mapping study.
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Rombach I, Iftikhar M, Jhuti GS, Gustavsson A, Lecomte P, Belger M, Handels R, Castro Sanchez AY, Kors J, Hopper L, Olde Rikkert M, Selbæk G, Stephan A, Sikkes SAM, Woods B, Gonçalves-Pereira M, Zanetti O, Ramakers IHGB, Verhey FRJ, Gallacher J, Actifcare Consortium, LeARN Consortium, Landeiro F, and Gray AM
- Subjects
- Algorithms, Female, Humans, Male, Surveys and Questionnaires, Alzheimer Disease psychology, Quality of Life psychology
- Abstract
Purpose: The Quality of Life Alzheimer's Disease Scale (QoL-AD) is commonly used to assess disease specific health-related quality of life (HRQoL) as rated by patients and their carers. For cost-effectiveness analyses, utilities based on the EQ-5D are often required. We report a new mapping algorithm to obtain EQ-5D indices when only QoL-AD data are available., Methods: Different statistical models to estimate utility directly, or responses to individual EQ-5D questions (response mapping) from QoL-AD, were trialled for patient-rated and proxy-rated questionnaires. Model performance was assessed by root mean square error and mean absolute error., Results: The response model using multinomial regression including age and sex, performed best in both the estimation dataset and an independent dataset., Conclusions: The recommended mapping algorithm allows researchers for the first time to estimate EQ-5D values from QoL-AD data, enabling cost-utility analyses using datasets where the QoL-AD but no utility measures were collected.
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- 2021
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26. An Exploratory Study of the Development and Pilot Testing of an Interactive Visual Tool of Neuropsychological Test Results in Memory Clinics.
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Gruters AAA, Ramakers IHGB, Stiekema APM, Verhey FRJ, Kessels RPC, and de Vugt ME
- Subjects
- Adult, Aged, Aged, 80 and over, Alzheimer Disease diagnosis, Alzheimer Disease psychology, Cognition Disorders diagnosis, Cognition Disorders psychology, Cognitive Dysfunction diagnosis, Cognitive Dysfunction psychology, Communication, Family psychology, Feasibility Studies, Focus Groups, Humans, Memory Disorders psychology, Middle Aged, Photic Stimulation, Pilot Projects, Professional-Patient Relations, Surveys and Questionnaires, Memory Disorders diagnosis, Neuropsychological Tests
- Abstract
Background: Neuropsychological feedback is an important part of the neuropsychological assessment process. However, patients have difficulties remembering this information., Objective: The aim of this study was to develop a web-based visual tool to improve the understanding of neuropsychological results, information retention, and psychologist-patient communication., Methods: The visual tool was developed and optimized using an iterative three-phase stepwise approach to determine its usability, technology acceptance, and feasibility in a memory clinic population. Feedback from different user perspectives (patients, family members, and psychologists) was obtained in each phase using a multimethod approach (e.g. a multidisciplinary brainstorm session, think-aloud sessions, focus groups). The prototype was subsequently tested in a pilot study., Results: The first phases offered insights that led to optimization of the prototype. On a scale ranging from 0 to 100, psychologists evaluated the usability as high [88.1±7.6,70-87]. During the pilot study, both patients and significant others gave positive feedback, but information retention in patients remained low. All participants thought the benefits of the visual tool included seeing cognitive strengths and weaknesses with a translation to daily life all at one glance and receiving feedback on paper to take home. Important barriers were mentioned by psychologists, such as a limited set of tests included and no integration with hospital systems., Conclusion: Overall, patients, family members, and psychologists reported that a visual display of the cognitive profile with insights into daily life had added value to clinical practice. Feedback from the pilot study was adopted in the tool for future implementation purposes.
- Published
- 2021
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27. Alzheimer's disease biomarkers as predictors of trajectories of depression and apathy in cognitively normal individuals, mild cognitive impairment, and Alzheimer's disease dementia.
- Author
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Banning LCP, Ramakers IHGB, Rosenberg PB, Lyketsos CG, and Leoutsakos JS
- Subjects
- Amyloid beta-Peptides, Biomarkers, Depression, Disease Progression, Humans, Peptide Fragments, tau Proteins, Alzheimer Disease, Apathy, Cognitive Dysfunction
- Abstract
Objectives: To examine trajectories of depression and apathy over a 5-year follow-up period in (prodromal) Alzheimer's disease (AD), and to relate these trajectories to AD biomarkers., Methods: The trajectories of depression and apathy (measured with the Neuropsychiatric Inventory or its questionnaire) were separately modeled using growth mixture models for two cohorts (National Alzheimer's Coordinating Center, NACC, n = 22 760 and Alzheimer's Disease Neuroimaging Initiative, ADNI, n = 1 733). The trajectories in ADNI were associated with baseline CSF AD biomarkers (Aβ
42, t-tau, and p-tau) using bias-corrected multinomial logistic regression., Results: Multiple classes were identified, with the largest classes having no symptoms over time. Lower Aβ42 and higher tau (ie, more AD pathology) was associated with increased probability of depression and apathy over time, compared to classes without symptoms. Lower Aβ42 (but not tau) was associated with a steep increase of apathy, whereas higher tau (but not Aβ42 ) was associated with a steep decrease of apathy., Discussion: The trajectories of depression and apathy in individuals on the AD spectrum are associated with AD biomarkers., (© 2020 John Wiley & Sons Ltd.)- Published
- 2021
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28. Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer's disease.
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Bron EE, Klein S, Papma JM, Jiskoot LC, Venkatraghavan V, Linders J, Aalten P, De Deyn PP, Biessels GJ, Claassen JAHR, Middelkoop HAM, Smits M, Niessen WJ, van Swieten JC, van der Flier WM, Ramakers IHGB, and van der Lugt A
- Subjects
- Humans, Machine Learning, Magnetic Resonance Imaging, Neuroimaging, Support Vector Machine, Alzheimer Disease diagnostic imaging, Cognitive Dysfunction diagnostic imaging
- Abstract
This work validates the generalizability of MRI-based classification of Alzheimer's disease (AD) patients and controls (CN) to an external data set and to the task of prediction of conversion to AD in individuals with mild cognitive impairment (MCI). We used a conventional support vector machine (SVM) and a deep convolutional neural network (CNN) approach based on structural MRI scans that underwent either minimal pre-processing or more extensive pre-processing into modulated gray matter (GM) maps. Classifiers were optimized and evaluated using cross-validation in the Alzheimer's Disease Neuroimaging Initiative (ADNI; 334 AD, 520 CN). Trained classifiers were subsequently applied to predict conversion to AD in ADNI MCI patients (231 converters, 628 non-converters) and in the independent Health-RI Parelsnoer Neurodegenerative Diseases Biobank data set. From this multi-center study representing a tertiary memory clinic population, we included 199 AD patients, 139 participants with subjective cognitive decline, 48 MCI patients converting to dementia, and 91 MCI patients who did not convert to dementia. AD-CN classification based on modulated GM maps resulted in a similar area-under-the-curve (AUC) for SVM (0.940; 95%CI: 0.924-0.955) and CNN (0.933; 95%CI: 0.918-0.948). Application to conversion prediction in MCI yielded significantly higher performance for SVM (AUC = 0.756; 95%CI: 0.720-0.788) than for CNN (AUC = 0.742; 95%CI: 0.709-0.776) (p<0.01 for McNemar's test). In external validation, performance was slightly decreased. For AD-CN, it again gave similar AUCs for SVM (0.896; 95%CI: 0.855-0.932) and CNN (0.876; 95%CI: 0.836-0.913). For prediction in MCI, performances decreased for both SVM (AUC = 0.665; 95%CI: 0.576-0.760) and CNN (AUC = 0.702; 95%CI: 0.624-0.786). Both with SVM and CNN, classification based on modulated GM maps significantly outperformed classification based on minimally processed images (p=0.01). Deep and conventional classifiers performed equally well for AD classification and their performance decreased only slightly when applied to the external cohort. We expect that this work on external validation contributes towards translation of machine learning to clinical practice., (Copyright © 2021 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2021
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29. Determinants of Cross-Sectional and Longitudinal Health-Related Quality of Life in Memory Clinic Patients Without Dementia.
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Banning LCP, Janssen EPCJ, Hamel REG, de Vugt M, Köhler S, Wolfs CAG, Oosterveld SM, Melis RJF, Olde Rikkert MGM, Kessels RPC, Pijnenburg YAL, Koene T, van der Flier WM, Scheltens P, Visser PJ, Verhey FRJ, Aalten P, and Ramakers IHGB
- Subjects
- Aged, Ambulatory Care, Cohort Studies, Cross-Sectional Studies, Dementia, Female, Humans, Longitudinal Studies, Male, Mental Health standards, Quality of Life psychology
- Abstract
Objective: To identify determinants within 3 different domains (ie, somatic comorbidities, cognitive functioning, and neuropsychiatric symptoms [NPS]) of health-related quality of life (HRQoL) over time in memory clinic patients without dementia., Methods: This longitudinal multicenter cohort study with a 3-year observation period recruited 315 individuals (age: 69.8 ± 8.6, 64.4% males, Mini-Mental State Examination score 26.9 ± 2.6). A multivariable explanatory model was built using linear mixed effects models (forward selection per domain) to select determinants for self-perceived HRQoL over time, as measured by the EuroQoL-5D visual analogue scale (EQ VAS)., Results: Mean HRQoL at study entry was 69.4 ± 15.6. The presence of agitation, appetite and eating abnormalities, and eyes/ears/nose (ie, sensory impairment) comorbidities were associated with a change in HRQoL over time. Agitation was most strongly associated with HRQoL over time., Conclusions: The association of somatic comorbidities and NPS in memory clinic patients with course of HRQoL shows that these should receive more awareness, detection, and monitoring by clinicians.
- Published
- 2020
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30. The Association Between Biomarkers and Neuropsychiatric Symptoms Across the Alzheimer's Disease Spectrum.
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Banning LCP, Ramakers IHGB, Köhler S, Bron EE, Verhey FRJ, de Deyn PP, Claassen JAHR, Koek HL, Middelkoop HAM, van der Flier WM, van der Lugt A, and Aalten P
- Subjects
- Aged, Aged, 80 and over, Alzheimer Disease psychology, Anxiety epidemiology, Apathy, Biomarkers cerebrospinal fluid, Cognitive Dysfunction epidemiology, Cognitive Dysfunction psychology, Disease Progression, Female, Hippocampus pathology, Humans, Irritable Mood physiology, Logistic Models, Longitudinal Studies, Magnetic Resonance Imaging, Male, Middle Aged, Netherlands, Neuropsychological Tests, Alzheimer Disease cerebrospinal fluid, Amyloid beta-Peptides cerebrospinal fluid, Anxiety cerebrospinal fluid, Cognitive Dysfunction cerebrospinal fluid, tau Proteins cerebrospinal fluid
- Abstract
Objective: To investigate the relationship between Alzheimer's disease biomarkers and neuropsychiatric symptoms., Methods: Data from two large cohort studies, the Dutch Parelsnoer Institute - Neurodegenerative Diseases and the Alzheimer's Disease Neuroimaging Initiative was used, including subjects with subjective cognitive decline (N = 650), mild cognitive impairment (N = 887), and Alzheimer's disease dementia (N = 626). Cerebrospinal fluid (CSF) levels of Aβ
42 , t-tau, p-tau, and hippocampal volume were associated with neuropsychiatric symptoms (measured with the Neuropsychiatric Inventory) using multiple logistic regression analyses. The effect of the Mini-Mental State Examination (as proxy for cognitive functioning) on these relationships was assessed with mediation analyses., Results: Alzheimer's disease biomarkers were not associated with depression, agitation, irritability, and sleep disturbances. Lower levels of CSF Aβ42 , higher levels of t- and p-tau were associated with presence of anxiety. Lower levels of CSF Aβ42 and smaller hippocampal volumes were associated with presence of apathy. All associations were mediated by cognitive functioning., Conclusion: The association between Alzheimer's disease pathology and anxiety and apathy is partly due to impairment in cognitive functioning., (Copyright © 2020 American Association for Geriatric Psychiatry. Published by Elsevier Inc. All rights reserved.)- Published
- 2020
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31. Affective symptoms and AT(N) biomarkers in mild cognitive impairment and Alzheimer's disease: A systematic literature review.
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Banning LCP, Ramakers IHGB, Deckers K, Verhey FRJ, and Aalten P
- Subjects
- Apathy physiology, Biomarkers analysis, Humans, Alzheimer Disease psychology, Anxiety physiopathology, Cognitive Dysfunction psychology, Depression physiopathology
- Abstract
Introduction: Alzheimer's disease (AD) biomarkers such as amyloid, p-tau and neuronal injury markers have been associated with affective symptoms in cognitively impaired individuals, but results are conflicting., Methods: CINAHL, Embase, PsycINFO and PubMed were searched for studies evaluating AD biomarkers with affective symptoms in mild cognitive impairment and AD dementia. Studies were classified according to AT(N) research criteria., Result: Forty-five abstracts fulfilled eligibility criteria, including in total 8,293 patients (41 cross-sectional studies and 7 longitudinal studies). Depression and night-time behaviour disturbances were not related to AT(N) markers. Apathy was associated with A markers (PET, not CSF). Mixed findings were reported for the association between apathy and T(N) markers; anxiety and AT(N) markers; and between agitation and irritability and A markers. Agitation and irritability were not associated with T(N) markers., Discussion: Whereas some AD biomarkers showed to be associated with affective symptoms in AD, most evidence was inconsistent. This is likely due to differences in study design or heterogeneity in affective symptoms. Directions for future research are given., (Copyright © 2019 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2019
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32. Cognitive and functional progression of dementia in two longitudinal studies.
- Author
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Wang Y, Haaksma ML, Ramakers IHGB, Verhey FRJ, van de Flier WM, Scheltens P, van Maurik I, Olde Rikkert MGM, Leoutsakos JS, and Melis RJF
- Subjects
- Aged, Aged, 80 and over, Comorbidity, Disease Progression, Female, Humans, Longitudinal Studies, Male, Middle Aged, Activities of Daily Living psychology, Cognitive Dysfunction psychology, Dementia physiopathology, Dementia psychology
- Abstract
Objectives: Previous studies have identified several subgroups (ie, latent trajectories) with distinct disease progression among people with dementia. However, the methods and results were not always consistent. This study aims to perform a coordinated analysis of latent trajectories of cognitive and functional progression in dementia across two datasets., Methods: Included and analyzed using the same statistical approach were 1628 participants with dementia from the US National Alzheimer's Coordinating Center (NACC) and 331 participants with dementia from the Dutch Clinical Course of Cognition and Comorbidity study (4C-Study). Trajectories of cognition and instrumental activities of daily living (IADL) were modeled jointly in a parallel-process growth mixture model., Results: Cognition and IADL tended to decline in unison across the two samples. Slow decline in both domains was observed in 26% of the US sample and 74% of the Dutch sample. Rapid decline in cognition and IADL was observed in 7% of the US sample and 26% of the Dutch sample. The majority (67%) of the US sample showed moderate cognitive decline and rapid IADL decline., Conclusions: Trajectories of slow and rapid dementia progression were identified in both samples. Despite using the same statistical methods, the number of latent trajectories was not replicated and the relative class sizes differed considerably across datasets. These results call for careful consideration when comparing progression estimates in the literature. In addition, the observed discrepancy between cognitive and functional decline stresses the need to monitor dementia progression across multiple domains., (© 2019 The Authors. International Journal of Geriatric Psychiatry published by John Wiley & Sons Ltd.)
- Published
- 2019
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33. The clinical course and interrelations of dementia related symptoms - CORRIGENDUM.
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Haaksma ML, Leoutsakos JS, Bremer JAE, Aalten P, Ramakers IHGB, Verhey FRJ, Olde Rikkert MGM, and Melis RJF
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- 2019
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34. Development of memory clinics in the Netherlands over the last 20 years.
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Gruters AAA, Ramakers IHGB, Kessels RPC, Bouwman FH, Olde Rikkert MGM, Blom MM, de Vugt ME, and Verhey FRJ
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- Aged, Aged, 80 and over, Cognition Disorders diagnosis, Community Mental Health Centers trends, Female, Humans, Male, Memory Disorders diagnosis, Middle Aged, Netherlands, Neuropsychological Tests, Cognition Disorders therapy, Community Mental Health Centers organization & administration, Memory Disorders therapy
- Abstract
Objectives: Memory clinics (MCs) have been established to improve diagnosis and treatment of cognitive disorders, including dementia. The aim of this study was to determine the characteristics and working methods of MCs in the Netherlands in 2016. More insight into different working methods can be used to improve the quality of care in Dutch MCs. Additionally, the findings will be compared with earlier results to investigate the development of MCs since 1998., Methods: A survey was sent in 1998, 2004, 2009, and 2017 to all operational Dutch MCs with questions about organization, collaboration, patients, and diagnostic procedures., Results: From 1998 to 2016, the number of MCs increased substantially from 12 to 91. The capacity increased from 1560 patients to 24,388. In 1998, most patients received a dementia diagnosis (85%), while in 2016, half of the patients were diagnosed with milder cognitive problems. MCs are more often part of regional care chains and are better embedded within regional care organizations. Diagnostic tools, such as blood tests (97%), neuropsychological assessment (NPA) (95%), and neuroimaging (92%), were used in nearly all MCs. The number of patients in whom these tools were used differed greatly between MCs (NPA: 5%-100%, neuroimaging: 10%-100%, and CSF: 0.5%-80%). There was an increase in the use of NPA, while the use of neuroimaging, CSF, and EEG/ECG decreased by 8% to 15% since 2009., Conclusions: Since 1998, MCs have developed substantially and outgrown the primarily research-based university settings. They are now accepted as regular care facilities for people with cognitive problems., (© 2019 The Authors. International Journal of Geriatric Psychiatry Published by John Wiley & Sons Ltd.)
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- 2019
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35. The Impact of Frailty and Comorbidity on Institutionalization and Mortality in Persons With Dementia: A Prospective Cohort Study.
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Haaksma ML, Rizzuto D, Ramakers IHGB, Garcia-Ptacek S, Marengoni A, van der Flier WM, Verhey FRJ, Olde Rikkert MGM, and Melis RJF
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- Aged, Aged, 80 and over, Female, Geriatric Assessment, Humans, Male, Netherlands epidemiology, Prognosis, Prospective Studies, Survival Analysis, Comorbidity, Dementia mortality, Frail Elderly, Institutionalization
- Abstract
Objectives: The predictive value of frailty and comorbidity, in addition to more readily available information, is not widely studied. We determined the incremental predictive value of frailty and comorbidity for mortality and institutionalization across both short and long prediction periods in persons with dementia., Design: Longitudinal clinical cohort study with a follow-up of institutionalization and mortality occurrence across 7 years after baseline., Setting and Participants: 331 newly diagnosed dementia patients, originating from 3 Alzheimer centers (Amsterdam, Maastricht, and Nijmegen) in the Netherlands, contributed to the Clinical Course of Cognition and Comorbidity (4C) Study., Measures: We measured comorbidity burden using the Cumulative Illness Rating Scale for Geriatrics (CIRS-G) and constructed a Frailty Index (FI) based on 35 items. Time-to-death and time-to-institutionalization from dementia diagnosis onward were verified through linkage to the Dutch population registry., Results: After 7 years, 131 patients were institutionalized and 160 patients had died. Compared with a previously developed prediction model for survival in dementia, our Cox regression model showed a significant improvement in model concordance (U) after the addition of baseline CIRS-G or FI when examining mortality across 3 years (FI: U = 0.178, P = .005, CIRS-G: U = 0.180, P = .012), but not for mortality across 6 years (FI: U = 0.068, P = .176, CIRS-G: U = 0.084, P = .119). In a competing risk regression model for time-to-institutionalization, baseline CIRS-G and FI did not improve the prediction across any of the periods., Conclusions: Characteristics such as frailty and comorbidity change over time and therefore their predictive value is likely maximized in the short term. These results call for a shift in our approach to prognostic modeling for chronic diseases, focusing on yearly predictions rather than a single prediction across multiple years. Our findings underline the importance of considering possible fluctuations in predictors over time by performing regular longitudinal assessments in future studies as well as in clinical practice., (Copyright © 2018 AMDA – The Society for Post-Acute and Long-Term Care Medicine. Published by Elsevier Inc. All rights reserved.)
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- 2019
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36. Depressive Symptoms in Mild Cognitive Impairment and the Risk of Dementia: A Systematic Review and Comparative Meta-Analysis of Clinical and Community-Based Studies.
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Tan EYL, Köhler S, Hamel REG, Muñoz-Sánchez JL, Verhey FRJ, and Ramakers IHGB
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- Disease Progression, Humans, Prodromal Symptoms, Risk Factors, Cognitive Dysfunction epidemiology, Cognitive Dysfunction psychology, Dementia epidemiology, Depression diagnosis
- Abstract
Background: Affective symptoms are considered a risk factor or prodromal symptom for dementia. Recent reviews indicate that depressive symptoms predict progression from mild cognitive impairment (MCI) to dementia, but results need to be further explored., Objective: To investigate the effect of depressive symptoms on the development of dementia in people with MCI, and explore potential sources of between-study variability, including study setting by a systematic review and meta-analysis., Methods: Databases were searched for prospective studies defining people with MCI at baseline, investigating dementia at follow-up and giving information about depressive symptoms. Two authors independently extracted data from the studies and rated the methodological quality. Meta-analyses were conducted using random-effect models to yield pooled risk ratios (RR). Meta-regression analyses tested differences between clinical and community-based studies and other sources of heterogeneity., Results: Thirty-five studies, representing 14,158 individuals with MCI, were included in the meta-analysis. Depressive symptoms in MCI predicted dementia in 15 community-based studies (RR = 1.69, 95% CI 1.49-1.93, I2 = 0.0%), but not in 20 clinical studies (RR = 1.02, 95% CI 0.92-1.14, I2 = 73.0%). Further investigation of this effect showed that the mean age of community-based studies was significantly higher than of clinical studies but neither this nor other study characteristics explained variability in study outcomes., Conclusions: Depressive symptoms are associated with an increased risk of conversion from MCI to dementia in community-based studies. In contrast, evidence in clinical populations was insufficient with high heterogeneity.
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- 2019
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37. Trajectories and Determinants of Quality of Life in Dementia with Lewy Bodies and Alzheimer's Disease.
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van de Beek M, van Steenoven I, Ramakers IHGB, Aalten P, Koek HL, Olde Rikkert MGM, Manniën J, Papma JM, de Jong FJ, Lemstra AW, and van der Flier WM
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- Aged, Cohort Studies, Female, Follow-Up Studies, Humans, Longitudinal Studies, Male, Middle Aged, Alzheimer Disease diagnosis, Alzheimer Disease psychology, Lewy Body Disease diagnosis, Lewy Body Disease psychology, Psychiatric Status Rating Scales, Quality of Life psychology
- Abstract
Background: Quality of Life (QoL) is an important outcome measure in dementia, particularly in the context of interventions. Research investigating longitudinal QoL in dementia with Lewy bodies (DLB) is currently lacking., Objective: To investigate determinants and trajectories of QoL in DLB compared to Alzheimer's disease (AD) and controls., Methods: QoL was assessed annually in 138 individuals, using the EQ5D-utility-score (0-100) and the health-related Visual Analogue Scale (VAS, 0-100). Twenty-nine DLB patients (age 69±6), 68 AD patients (age 70±6), and 41 controls (age 70±5) were selected from the Dutch Parelsnoer Institute-Neurodegenerative diseases and Amsterdam Dementia Cohort. We examined clinical work-up over time as determinants of QoL, including cognitive tests, neuropsychiatric inventory, Geriatric Depression Scale (GDS), and disability assessment of dementia (DAD)., Results: Mixed models showed lower baseline VAS-scores in DLB compared to AD and controls (AD: β±SE = -7.6±2.8, controls: β±SE = -7.9±3.0, p < 0.05). An interaction between diagnosis and time since diagnosis indicated steeper decline on VAS-scores for AD patients compared to DLB patients (β±SE = 2.9±1.5, p < 0.1). EQ5D-utility-scores over time did not differ between groups. Higher GDS and lower DAD-scores were independently associated with lower QoL in dementia patients (GDS: VAS β±SE = -1.8±0.3, EQ5D-utility β±SE = -3.7±0.4; DAD: VAS = 0.1±0.0, EQ5D-utility β±SE = 0.1±0.1, p < 0.05). No associations between cognitive tests and QoL remained in the multivariate model., Conclusion: QoL is lower in DLB, while in AD QoL shows steeper decline as the disease advances. Our results indicate that non-cognitive symptoms, more than cognitive symptoms, are highly relevant as they impact QoL.
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- 2019
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38. Apolipoprotein E and affective symptoms in mild cognitive impairment and Alzheimer's disease dementia: A systematic review and meta-analysis.
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Banning LCP, Ramakers IHGB, Deckers K, Verhey FRJ, and Aalten P
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- Emotions, Humans, Affective Symptoms genetics, Alzheimer Disease genetics, Alzheimer Disease psychology, Apolipoproteins E genetics, Cognitive Dysfunction genetics, Cognitive Dysfunction psychology
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Objective: APOE status has been associated to affective symptoms in cognitively impaired subjects, with conflicting results., Methods: Databases CINAHL, Embase, PsychINFO and PubMed were searched for studies evaluating APOE genotype with affective symptoms in MCI and AD dementia. Symptoms were meta-analyzed separately and possible sources of heterogeneity were examined., Results: Fifty-three abstracts fulfilled the eligibility criteria. No association was found between the individual symptoms and APOE ε4 carriership or zygosity. For depression and anxiety, only pooled unadjusted estimates showed positive associations with between-study heterogeneity, which could be explained by variation in study design, setting and way of symptom assessment., Conclusions: There is no evidence that APOE ε4 carriership or zygosity is associated with the presence of depression, anxiety, apathy, agitation, irritability or sleep disturbances in cognitively impaired subjects. Future research should shift its focus from this single polymorphism to a more integrated view of other biological factors., (Copyright © 2018 The Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2019
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39. Association Between Proxy- or Self-Reported Cognitive Decline and Cognitive Performance in Memory Clinic Visitors.
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Gruters AAA, Ramakers IHGB, Verhey FRJ, Köhler S, Kessels RPC, and de Vugt ME
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- Aged, Aged, 80 and over, Cognitive Dysfunction diagnosis, Cognitive Dysfunction epidemiology, Cohort Studies, Cross-Sectional Studies, Female, Follow-Up Studies, Humans, Longitudinal Studies, Male, Middle Aged, Netherlands epidemiology, Prospective Studies, Ambulatory Care Facilities, Cognitive Dysfunction psychology, Memory physiology, Proxy psychology, Psychomotor Performance physiology, Self Report
- Abstract
Background: It is uncertain whether self- and proxy-reported cognitive decline in older adults reflect an actual objective cognitive dysfunction in the clinical sense, and if these are predictive for developing dementia., Objective: The aim of the present study is to investigate the cross-sectional and longitudinal relation between subjective cognitive decline and objective cognitive performance, depressive symptoms, and to determine the predictive value for development of dementia., Methods: We included 405 patients without dementia at first visit from the Maastricht memory clinic participating in a longitudinal cohort study. Subjective cognitive decline was measured using a self- and proxy-report questionnaire. All patients underwent a standardized neuropsychological assessment. Follow-up assessments were performed yearly for three consecutive years, and once after five years., Results: Subjective cognitive decline was associated with lower cognitive performance and more depressive symptoms. When comparing self- (n = 342, 84%) and proxy-reported decline (n = 110, 27%), it was shown that proxy reports were associated with a more widespread pattern of lower cognitive performance. In participants without cognitive impairment proxy-reported decline was not associated with depressive symptoms. In contrast, self-reported decline was associated with a stable course of depressive symptoms at follow-up. Proxy-reported cognitive decline (HR = 1.76, 95% CI = 1.12- 2.78), and mutual complaints (HR = 1.73, CI:1.09- 2.76) predicted incident dementia while self-reported decline did not reach statistical significance (HR = 1.26, 95% CI = 0.65- 2.43)., Conclusion: Proxy-reported cognitive decline was consistently associated with lower cognitive performance and conversion to dementia over 5 years. Self-reported cognitive decline in patients without cognitive impairment might indicate underlying depressive symptoms and thus deserve clinical attention as well.
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- 2019
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40. Correction to: Cerebrovascular and amyloid pathology in predementia stages: the relationship with neurodegeneration and cognitive decline.
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Bos I, Verhey FR, Ramakers IHGB, Jacobs HIL, Soininen H, Freund-Levi Y, Hampel H, Tsolaki M, Wallin ÅK, van Buchem MA, Oleksik A, Verbeek MM, Rikkert MO, van der Flier WM, Scheltens P, Aalten P, Visser PJ, and Vos SJB
- Abstract
Upon publication of this article [1], it was noticed that there were some inconsistencies in Tables 1, 2 and 3. Some of the superscript letters were incorrectly assigned. Please see below the correct tables.
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- 2018
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41. The clinical course and interrelations of dementia related symptoms.
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Haaksma ML, Leoutsakos JS, Bremer JAE, Aalten P, Ramakers IHGB, Verhey FRJ, Olde Rikkert MGM, and Melis RJF
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- Aged, Aged, 80 and over, Disability Evaluation, Female, Humans, Longitudinal Studies, Male, Mental Status and Dementia Tests, Middle Aged, Netherlands, Neuropsychological Tests, Activities of Daily Living psychology, Cognition physiology, Dementia psychology, Quality of Life psychology
- Abstract
ABSTRACTBackground:Dementia is a neurodegenerative syndrome that interferes with multiple aspects of life, including cognition, daily functioning, and behavior. Despite the large heterogeneity in symptom development, these three domains are seldom studied simultaneously. This study investigates how trajectories of these domains are interrelated within individuals over time, and how they in turn are related to dementia severity and quality of life (QoL)., Methods: We used data from a longitudinal clinical cohort study, including 331 dementia patients. Cognitive status was measured using the Mini-Mental State Examination, daily functioning was measured with the disability assessment for dementia and neuropsychiatric symptoms (NPS) were scored using the neuropsychiatric inventory. We investigated the relationships in the time course of the various dementia domains using random effects multilevel models and parallel-process growth models., Results: Changes in cognition and daily functioning were highly correlated over time (r = 0.85, p < 0.01), as were changes in NPS and functioning (r = -0.60, p < 0.01), while changes in cognition and NPS were not (r = -0.20, p = 0.06). All three domains were strongly associated with dementia severity over time (p < 0.01). Decreased functioning and increased NPS were both associated with decreased QoL (β = 2.97, p < 0.01 and β = -2.41, p < 0.01, respectively), while cognition was not (β = 0.01, p = 0.93)., Conclusion: This study demonstrates the heterogeneity of dementia progression between individuals and between different dementia domains within individuals. To improve our understanding of dementia progression, future research should embrace a broader perspective encompassing multiple outcome measures along with the patient's profile, including neurological factors as well as physical, social, and psychiatric health.
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- 2018
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42. Association of Cerebral Amyloid-β Aggregation With Cognitive Functioning in Persons Without Dementia.
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Jansen WJ, Ossenkoppele R, Tijms BM, Fagan AM, Hansson O, Klunk WE, van der Flier WM, Villemagne VL, Frisoni GB, Fleisher AS, Lleó A, Mintun MA, Wallin A, Engelborghs S, Na DL, Chételat G, Molinuevo JL, Landau SM, Mattsson N, Kornhuber J, Sabri O, Rowe CC, Parnetti L, Popp J, Fladby T, Jagust WJ, Aalten P, Lee DY, Vandenberghe R, Resende de Oliveira C, Kapaki E, Froelich L, Ivanoiu A, Gabryelewicz T, Verbeek MM, Sanchez-Juan P, Hildebrandt H, Camus V, Zboch M, Brooks DJ, Drzezga A, Rinne JO, Newberg A, de Mendonça A, Sarazin M, Rabinovici GD, Madsen K, Kramberger MG, Nordberg A, Mok V, Mroczko B, Wolk DA, Meyer PT, Tsolaki M, Scheltens P, Verhey FRJ, Visser PJ, Aarsland D, Alcolea D, Alexander M, Almdahl IS, Arnold SE, Baldeiras I, Barthel H, van Berckel BNM, Blennow K, van Buchem MA, Cavedo E, Chen K, Chipi E, Cohen AD, Förster S, Fortea J, Frederiksen KS, Freund-Levi Y, Gkatzima O, Gordon MF, Grimmer T, Hampel H, Hausner L, Hellwig S, Herukka SK, Johannsen P, Klimkowicz-Mrowiec A, Köhler S, Koglin N, van Laere K, de Leon M, Lisetti V, Maier W, Marcusson J, Meulenbroek O, Møllergård HM, Morris JC, Nordlund A, Novak GP, Paraskevas GP, Perera G, Peters O, Ramakers IHGB, Rami L, Rodríguez-Rodríguez E, Roe CM, Rot U, Rüther E, Santana I, Schröder J, Seo SW, Soininen H, Spiru L, Stomrud E, Struyfs H, Teunissen CE, Vos SJB, van Waalwijk van Doorn LJC, Waldemar G, Wallin ÅK, Wiltfang J, and Zetterberg H
- Subjects
- Aged, Alzheimer Disease diagnosis, Alzheimer Disease psychology, Cognition Disorders diagnosis, Cognition Disorders psychology, Cognitive Dysfunction diagnosis, Cognitive Dysfunction physiopathology, Cognitive Dysfunction psychology, Cross-Sectional Studies, Female, Humans, Male, Memory, Episodic, Mental Status and Dementia Tests, Middle Aged, Positron-Emission Tomography, Reference Values, Alzheimer Disease physiopathology, Amyloid beta-Peptides cerebrospinal fluid, Brain physiopathology, Cognition Disorders physiopathology
- Abstract
Importance: Cerebral amyloid-β aggregation is an early event in Alzheimer disease (AD). Understanding the association between amyloid aggregation and cognitive manifestation in persons without dementia is important for a better understanding of the course of AD and for the design of prevention trials., Objective: To investigate whether amyloid-β aggregation is associated with cognitive functioning in persons without dementia., Design, Setting, and Participants: This cross-sectional study included 2908 participants with normal cognition and 4133 with mild cognitive impairment (MCI) from 53 studies in the multicenter Amyloid Biomarker Study. Normal cognition was defined as having no cognitive concerns for which medical help was sought and scores within the normal range on cognitive tests. Mild cognitive impairment was diagnosed according to published criteria. Study inclusion began in 2013 and is ongoing. Data analysis was performed in January 2017., Main Outcomes and Measures: Global cognitive performance as assessed by the Mini-Mental State Examination (MMSE) and episodic memory performance as assessed by a verbal word learning test. Amyloid aggregation was measured with positron emission tomography or cerebrospinal fluid biomarkers and dichotomized as negative (normal) or positive (abnormal) according to study-specific cutoffs. Generalized estimating equations were used to examine the association between amyloid aggregation and low cognitive scores (MMSE score ≤27 or memory z score≤-1.28) and to assess whether this association was moderated by age, sex, educational level, or apolipoprotein E genotype., Results: Among 2908 persons with normal cognition (mean [SD] age, 67.4 [12.8] years), amyloid positivity was associated with low memory scores after age 70 years (mean difference in amyloid positive vs negative, 4% [95% CI, 0%-7%] at 72 years and 21% [95% CI, 10%-33%] at 90 years) but was not associated with low MMSE scores (mean difference, 3% [95% CI, -1% to 6%], P = .16). Among 4133 patients with MCI (mean [SD] age, 70.2 [8.5] years), amyloid positivity was associated with low memory (mean difference, 16% [95% CI, 12%-20%], P < .001) and low MMSE (mean difference, 14% [95% CI, 12%-17%], P < .001) scores, and this association decreased with age. Low cognitive scores had limited utility for screening of amyloid positivity in persons with normal cognition and those with MCI. In persons with normal cognition, the age-related increase in low memory score paralleled the age-related increase in amyloid positivity with an intervening period of 10 to 15 years., Conclusions and Relevance: Although low memory scores are an early marker of amyloid positivity, their value as a screening measure for early AD among persons without dementia is limited.
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- 2018
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43. Association of Cerebrospinal Fluid (CSF) Insulin with Cognitive Performance and CSF Biomarkers of Alzheimer's Disease.
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Geijselaers SLC, Aalten P, Ramakers IHGB, De Deyn PP, Heijboer AC, Koek HL, OldeRikkert MGM, Papma JM, Reesink FE, Smits LL, Stehouwer CDA, Teunissen CE, Verhey FRJ, van der Flier WM, and Biessels GJ
- Subjects
- Aged, Alzheimer Disease genetics, Amyloid beta-Peptides cerebrospinal fluid, Apolipoprotein E4 genetics, Brain metabolism, Brain pathology, Cognition Disorders diagnosis, Female, Humans, Male, Mental Status Schedule, Middle Aged, Neuropsychological Tests, Peptide Fragments cerebrospinal fluid, Signal Transduction genetics, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease complications, Cognition Disorders etiology, Insulin cerebrospinal fluid, tau Proteins cerebrospinal fluid
- Abstract
Background: Abnormal insulin signaling in the brain has been linked to Alzheimer's disease (AD)., Objective: To evaluate whether cerebrospinal fluid (CSF) insulin levels are associated with cognitive performance and CSF amyloid-β and Tau. Additionally, we explore whether any such association differs by sex or APOE ɛ4 genotype., Methods: From 258 individuals participating in the Parelsnoer Institute Neurodegenerative Diseases, a nationwide multicenter memory clinic population, we selected 138 individuals (mean age 66±9 years, 65.2% male) diagnosed with subjective cognitive impairment (n = 45), amnestic mild cognitive impairment (n = 44), or AD (n = 49), who completed a neuropsychological assessment, including tests of global cognition and memory performance, and who underwent lumbar puncture. We measured CSF levels of insulin, amyloid-β1-42, total (t-)Tau, and phosphorylated (p-)Tau., Results: CSF insulin levels did not differ between the diagnostic groups (p = 0.136). Across the whole study population, CSF insulin was unrelated to cognitive performance and CSF biomarkers of AD, after adjustment for age, sex, body mass index, diabetes status, and clinic site (all p≥0.131). Importantly, however, we observed effect modification by sex and APOE ɛ4 genotype. Specifically, among women, higher insulin levels in the CSF were associated with worse global cognition (standardized regression coefficient -0.483; p = 0.008) and higher p-Tau levels (0.353; p = 0.040). Among non-carriers of the APOE ɛ4 allele, higher CSF insulin was associated with higher t-Tau (0.287; p = 0.008) and p-Tau (0.246; p = 0.029)., Conclusion: Our findings provide further evidence for a relationship between brain insulin signaling and AD pathology. It also highlights the need to consider sex and APOE ɛ4 genotype when assessing the role of insulin.
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- 2018
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44. Cerebrovascular and amyloid pathology in predementia stages: the relationship with neurodegeneration and cognitive decline.
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Bos I, Verhey FR, Ramakers IHGB, Jacobs HIL, Soininen H, Freund-Levi Y, Hampel H, Tsolaki M, Wallin ÅK, van Buchem MA, Oleksik A, Verbeek MM, Olde Rikkert M, van der Flier WM, Scheltens P, Aalten P, Visser PJ, and Vos SJB
- Subjects
- Aged, Apolipoproteins E genetics, Atrophy, Biomarkers cerebrospinal fluid, Brain metabolism, Cerebrovascular Disorders genetics, Cerebrovascular Disorders metabolism, Cognitive Dysfunction genetics, Cognitive Dysfunction metabolism, Cohort Studies, Dementia genetics, Dementia metabolism, Disease Progression, Female, Humans, Magnetic Resonance Imaging, Male, Mental Status and Dementia Tests, Middle Aged, Phosphorylation, tau Proteins metabolism, Amyloid beta-Peptides metabolism, Brain diagnostic imaging, Cerebrovascular Disorders diagnostic imaging, Cognitive Dysfunction diagnostic imaging, Dementia diagnostic imaging
- Abstract
Background: Cerebrovascular disease (CVD) and amyloid-β (Aβ) often coexist, but their influence on neurodegeneration and cognition in predementia stages remains unclear. We investigated the association between CVD and Aβ on neurodegenerative markers and cognition in patients without dementia., Methods: We included 271 memory clinic patients with subjective or objective cognitive deficits but without dementia from the BioBank Alzheimer Center Limburg cohort (n = 99) and the LeARN (n = 50) and DESCRIPA (n = 122) multicenter studies. CSF Aβ
1-42 and white matter hyperintensities (WMH) on magnetic resonance imaging (MRI) scans were used as measures of Aβ and CVD, respectively. Individuals were classified into four groups based on the presence (+) or absence (-) of Aβ and WMH. We investigated differences in phosphorylated tau, total tau (t-tau), and medial temporal lobe atrophy (MTA) between groups using general linear models. We examined cognitive decline and progression to dementia using linear mixed models and Cox proportional hazards models. All analyses were adjusted for study and demographics., Results: MTA and t-tau were elevated in the Aβ - WMH+, Aβ + WMH-, and Aβ + WMH+ groups. MTA was most severe in the Aβ + WMH+ group compared with the groups with a single pathology. Both WMH and Aβ were associated with cognitive decline, but having both pathologies simultaneously was not associated with faster decline., Conclusions: In the present study, we found an additive association of Aβ and CVD pathology with baseline MTA but not with cognitive decline. Because our findings may have implications for diagnosis and prognosis of memory clinic patients and for future scientific research, they should be validated in a larger sample with longer follow-up.- Published
- 2017
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45. Gait Speed and Grip Strength Reflect Cognitive Impairment and Are Modestly Related to Incident Cognitive Decline in Memory Clinic Patients With Subjective Cognitive Decline and Mild Cognitive Impairment: Findings From the 4C Study.
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Hooghiemstra AM, Ramakers IHGB, Sistermans N, Pijnenburg YAL, Aalten P, Hamel REG, Melis RJF, Verhey FRJ, Olde Rikkert MGM, Scheltens P, and van der Flier WM
- Subjects
- Aged, Cohort Studies, Dementia physiopathology, Disease Progression, Executive Function physiology, Female, Humans, Linear Models, Longitudinal Studies, Male, Neuropsychological Tests, Cognitive Dysfunction physiopathology, Gait physiology, Hand Strength physiology, Walking Speed physiology
- Abstract
Background: Prospective studies in the general population show that slow gait speed is associated with cognitive decline and clinical progression to dementia. However, longitudinal studies in memory clinic populations are mostly lacking. We aimed to study the association between gait speed and grip strength and cognitive functioning at baseline and cognitive decline over time in memory clinic patients with subjective cognitive decline and mild cognitive impairment., Methods: We included 309 patients (age 70 ± 9 years, 108 [35%] women, Mini-Mental State Examination 27 ± 3 points). Baseline gait speed was assessed over 15 feet, grip strength with a hydraulic hand dynamometer. Cognitive functioning was assessed annually with a comprehensive test battery during 3 years., Results: Age- and gender-adjusted linear mixed models showed that slower gait speed was related to worse baseline attention, memory, information processing speed, and verbal fluency. Longitudinally, gait speed was related to decline in information processing speed and executive functioning. Weaker grip strength was related to worse baseline information processing speed and executive functioning but there were no longitudinal associations. Cox proportional hazards models revealed no significant associations with clinical progression., Conclusions: Our findings suggest that markers of physical performance are related to current cognitive status and modestly related to cognitive decline but are seemingly not useful as an early marker of incident clinical progression., (© The Author 2017. Published by Oxford University Press on behalf of The Gerontological Society of America. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2017
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46. Relation of Odor Identification with Alzheimer's Disease Markers in Cerebrospinal Fluid and Cognition.
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Reijs BLR, Ramakers IHGB, Elias-Sonnenschein L, Teunissen CE, Koel-Simmelink M, Tsolaki M, Wahlund LO, Waldemar G, Hausner L, Johannsen P, Vanderstichele H, Verhey F, Devanand DP, and Visser PJ
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- Aged, Alzheimer Disease genetics, Apolipoproteins E genetics, Biomarkers cerebrospinal fluid, Disease Progression, Female, Follow-Up Studies, Humans, Male, Neuropsychological Tests, Odorants, Pattern Recognition, Physiological physiology, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease psychology, Amyloid beta-Peptides cerebrospinal fluid, Cognition physiology, Olfactory Perception physiology, Peptide Fragments cerebrospinal fluid, tau Proteins cerebrospinal fluid
- Abstract
Background: Impaired olfactory function is an early characteristic of Alzheimer's disease (AD), but it remains unclear if odor identification also relates to early markers of AD in cerebrospinal fluid (CSF)., Objective: To investigate the association between odor identification and amyloid-β 1-42 (Aβ42) and total tau (t-tau) concentrations in CSF. In addition, to examine the relation between odor identification and cognitive function at baseline and at follow-up, and whether these associations are moderated by CSF Aβ42 and t-tau and apolipoprotein E (APOE) genotype., Methods: We included 160 individuals (40 with normal cognition, 45 with mild cognitive impairment (MCI), 42 with AD-type dementia, and 26 individuals with non-AD dementia) from the EDAR study. Individuals were recruited from six memory clinics across Europe. Odor identification was tested with the brief University of Pennsylvania Smell Identification Test. CSF Aβ42 and t-tau were assessed with INNO-BIA AlzBio3 Luminex assay. Neuropsychological assessment included tests for verbal memory, verbal fluency, attention, executive function, and visuoconstruction. Follow-up was performed within 3 years after baseline., Results: Lower odor identification scores correlated with increased CSF t-tau concentrations and with lower scores on all cognitive measures at baseline independent of diagnostic group. Lower odor identification scores predicted decline on the MMSE in the total group, and decline on wordlist learning and delayed recall in APOE ɛ4 carriers and in individuals with abnormal Aβ42., Conclusion: Odor identification impairment may be an indicator of neuronal injury rather than amyloid pathology.
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- 2017
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47. Memory Correlates of Alzheimer's Disease Cerebrospinal Fluid Markers: A Longitudinal Cohort Study.
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Reijs BLR, Ramakers IHGB, Köhler S, Teunissen CE, Koel-Simmelink M, Nathan PJ, Tsolaki M, Wahlund LO, Waldemar G, Hausner L, Vandenberghe R, Johannsen P, Blackwell A, Vanderstichele H, Verhey F, and Visser PJ
- Subjects
- Aged, Alzheimer Disease genetics, Apolipoproteins E genetics, Biomarkers cerebrospinal fluid, Cognitive Dysfunction cerebrospinal fluid, Cognitive Dysfunction genetics, Cognitive Dysfunction psychology, Disease Progression, Female, Follow-Up Studies, Humans, Longitudinal Studies, Male, Middle Aged, Neuropsychological Tests, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease psychology, Amyloid beta-Peptides cerebrospinal fluid, Memory physiology, Peptide Fragments cerebrospinal fluid, tau Proteins cerebrospinal fluid
- Abstract
Background: Performance on episodic, semantic, and working memory tests is impaired in Alzheimer's disease (AD)-type dementia, but it is unclear which type of memory test is most strongly associated with early AD biomarkers in cerebrospinal fluid (CSF), and most useful for monitoring disease progression., Objective: To examine the association between amyloid-β 1-42 (Aβ42) and tau in CSF with performance on different memory domains at baseline, and how these CSF markers are related with memory decline., Methods: We included 263 individuals with normal cognition, mild cognitive impairment, AD-type dementia, and non-AD dementia from the European EDAR study. Assessment included CSF Aβ42 and t-tau analyses with INNO-BIA AlzBio3 Luminex assay, the CERAD wordlist learning and delayed recall, animal fluency test, and the CANTAB Paired Associates Learning (PAL) and Spatial Working Memory tasks. Follow-up assessments were performed within 3 years after baseline., Results: At baseline, decreased CSF Aβ42 correlated most strongly with the PAL total errors adjusted and the wordlist delayed recall and increased CSF t-tau with the wordlist delayed recall. Over time, decreased CSF Aβ42 was associated with decline on the wordlist learning, whereas increased CSF t-tau were associated with decline in scores on the wordlist learning, wordlist delayed recall, and animal fluency. Associations were independent of baseline diagnosis., Conclusion: Tests assessing episodic verbal and visuospatial memory are most useful for detection of AD pathology. Tests for episodic verbal memory and semantic memory are most useful for tracking memory decline.
- Published
- 2017
- Full Text
- View/download PDF
48. Performance and complications of lumbar puncture in memory clinics: Results of the multicenter lumbar puncture feasibility study.
- Author
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Duits FH, Martinez-Lage P, Paquet C, Engelborghs S, Lleó A, Hausner L, Molinuevo JL, Stomrud E, Farotti L, Ramakers IHGB, Tsolaki M, Skarsgård C, Åstrand R, Wallin A, Vyhnalek M, Holmber-Clausen M, Forlenza OV, Ghezzi L, Ingelsson M, Hoff EI, Roks G, de Mendonça A, Papma JM, Izagirre A, Taga M, Struyfs H, Alcolea DA, Frölich L, Balasa M, Minthon L, Twisk JWR, Persson S, Zetterberg H, van der Flier WM, Teunissen CE, Scheltens P, and Blennow K
- Subjects
- Aged, Cognition Disorders cerebrospinal fluid, Dementia cerebrospinal fluid, Feasibility Studies, Female, Humans, Incidence, Male, Middle Aged, Post-Dural Puncture Headache epidemiology, Post-Dural Puncture Headache etiology, Prospective Studies, Risk Factors, Spinal Puncture methods, Ambulatory Care Facilities, Memory physiology, Spinal Puncture adverse effects
- Abstract
Introduction: Lumbar puncture (LP) is increasingly performed in memory clinics. We investigated patient-acceptance of LP, incidence of and risk factors for post-LP complications in memory clinic populations., Methods: We prospectively enrolled 3868 patients (50% women, age 66 ± 11 years, mini mental state examination 25 ± 5) at 23 memory clinics. We used logistic regression analysis using generalized estimated equations to investigate risk factors for post-LP complications, such as typical postlumbar puncture headache (PLPH) and back pain., Results: A total of 1065 patients (31%) reported post-LP complaints; 589 patients (17%) reported back pain, 649 (19%) headache, of which 296 (9%) reported typical PLPH. Only few patients needed medical intervention: 11 (0.3%) received a blood patch, 23 (0.7%) were hospitalized. The most important risk factor for PLPH was medical history of headache. An atraumatic needle and age >65 years were preventive. Gender, rest after LP, or volume of cerebrospinal fluid had no effect., Discussions: The overall risk of complications is relatively low. If risk factors shown in this study are taken into account, LPs can be safely performed in memory clinics., (Copyright © 2016 The Alzheimer's Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2016
- Full Text
- View/download PDF
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