223 results on '"Gispert JD"'
Search Results
2. A multisite analysis of the concordance between visual image interpretation and quantitative analysis of [18F]flutemetamol amyloid PET images
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Bucci, M, Savitcheva, I, Farrar, G, Salvado, G, Collij, L, Dore, V, Gispert, JD, Gunn, R, Hanseeuw, B, Hansson, O, Shekari, M, Lhommel, R, Molinuevo, JL, Rowe, C, Sur, C, Whittington, A, Buckley, C, Nordberg, A, Bucci, M, Savitcheva, I, Farrar, G, Salvado, G, Collij, L, Dore, V, Gispert, JD, Gunn, R, Hanseeuw, B, Hansson, O, Shekari, M, Lhommel, R, Molinuevo, JL, Rowe, C, Sur, C, Whittington, A, Buckley, C, and Nordberg, A
- Abstract
BACKGROUND: [18F]flutemetamol PET scanning provides information on brain amyloid load and has been approved for routine clinical use based upon visual interpretation as either negative (equating to none or sparse amyloid plaques) or amyloid positive (equating to moderate or frequent plaques). Quantitation is however fundamental to the practice of nuclear medicine and hence can be used to supplement amyloid reading methodology especially in unclear cases. METHODS: A total of 2770 [18F]flutemetamol images were collected from 3 clinical studies and 6 research cohorts with available visual reading of [18F]flutemetamol and quantitative analysis of images. These were assessed further to examine both the discordance and concordance between visual and quantitative imaging primarily using thresholds robustly established using pathology as the standard of truth. Scans covered a wide range of cases (i.e. from cognitively unimpaired subjects to patients attending the memory clinics). Methods of quantifying amyloid ranged from using CE/510K cleared marked software (e.g. CortexID, Brass), to other research-based methods (e.g. PMOD, CapAIBL). Additionally, the clinical follow-up of two types of discordance between visual and quantitation (V+Q- and V-Q+) was examined with competing risk regression analysis to assess possible differences in prediction for progression to Alzheimer's disease (AD) and other diagnoses (OD). RESULTS: Weighted mean concordance between visual and quantitation using the autopsy-derived threshold was 94% using pons as the reference region. Concordance from a sensitivity analysis which assessed the maximum agreement for each cohort using a range of cut-off values was also estimated at approximately 96% (weighted mean). Agreement was generally higher in clinical cases compared to research cases. V-Q+ discordant cases were 11% more likely to progress to AD than V+Q- for the SUVr with pons as reference region. CONCLUSIONS: Quantitation of amyloid PET shows a hig
- Published
- 2021
3. Amyloid beta, tau, synaptic, neurodegeneration, and glial biomarkers in the preclinical stage of the Alzheimer's continuum
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Mila-Aloma, M, Salvado, G, Gispert, JD, Vilor Tejedor, Natalia, Grau-Rivera, O, Sala-Vila, A, Sanchez-Benavides, G, Arenaza-Urquijo, EM, Crous-Bou, M, Gonzalez-de-Echavarri, JM, Minguillon, C, Fauria, K, Simon, M, Kollmorgen, G, Zetterberg, H, Blennow, K, Suarez-Calvet, M, Molinuevo, J L, Mila-Aloma, M, Salvado, G, Gispert, JD, Vilor Tejedor, Natalia, Grau-Rivera, O, Sala-Vila, A, Sanchez-Benavides, G, Arenaza-Urquijo, EM, Crous-Bou, M, Gonzalez-de-Echavarri, JM, Minguillon, C, Fauria, K, Simon, M, Kollmorgen, G, Zetterberg, H, Blennow, K, Suarez-Calvet, M, and Molinuevo, J L
- Published
- 2020
4. Effect of BDNF Val66Met on hippocampal subfields volumes and compensatory interaction with APOE-?4 in middle-age cognitively unimpaired individuals from the ALFA study
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Vilor Tejedor, Natalia, Operto, G, Evans, Tavia, Falcon, C, Crous-Bou, M, Minguillón, C, Cacciaglia, R, Milà-Alomà, M, Grau-Rivera, O, Suárez-Calvet, M, Garrido-Martín, D, Morán, S, Esteller, M, Adams, Hieab, Molinuevo, J L, Guigó, R, Gispert, JD, Vilor Tejedor, Natalia, Operto, G, Evans, Tavia, Falcon, C, Crous-Bou, M, Minguillón, C, Cacciaglia, R, Milà-Alomà, M, Grau-Rivera, O, Suárez-Calvet, M, Garrido-Martín, D, Morán, S, Esteller, M, Adams, Hieab, Molinuevo, J L, Guigó, R, and Gispert, JD
- Published
- 2020
5. Sex/gender effects of glial reactivity on preclinical Alzheimer's disease pathology.
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Vila-Castelar C, Akinci M, Palpatzis E, Aguilar-Dominguez P, Operto G, Kollmorgen G, Quijano-Rubio C, Blennow K, Zetterberg H, Falcon C, Fauria K, Gispert JD, Grau-Rivera O, Suárez-Calvet M, and Arenaza-Urquijo EM
- Abstract
Glial reactivity may contribute to sex/gender differences in Alzheimer's disease (AD) pathophysiology. Here, we investigated the differential effect of cerebrospinal fluid (CSF) glial markers on AD pathology and neurodegeneration by sex/gender among cognitively unimpaired older adults at increased risk of developing AD. We included 397 participants from the ALFA+ cohort with CSF Aβ
42/40 , p-tau181 , sTREM2, YKL40, and GFAP, magnetic resonance imaging-based hippocampal volume (n = 299), and amyloid burden (centiloids) measured with [18 F] flutemetamol positron emission tomography (n = 341). We ran multiple linear regression models to assess the association between glial markers, AD pathology and hippocampal volumes and their interaction with sex/gender, using False Discovery Rate to correct for multiple comparisons. Glial markers significantly contributed to explain amyloid burden, tau pathology, and hippocampal volumes, beyond age and/or primary AD pathology in a sex/gender-specific manner. Compared to men, women showed increased amyloid burden (centiloids) and CSF p-tau181 with increasing levels of sTREM2 and YKL40, and YKL40 and GFAP, respectively. Compared to women, men with greater tau burden showed lower hippocampal volumes as CSF YKL40 levels increased. Overall, our findings suggest that glial reactivity may contribute to sex/gender differences in AD progression, mostly, downstream amyloid. Further research identifying sex/gender-specific temporal dynamics in AD development is warranted to inform clinical trials., (© 2024. The Author(s).)- Published
- 2024
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6. Association of Vascular Risk Factors and Cerebrovascular Pathology With Alzheimer Disease Pathologic Changes in Individuals Without Dementia.
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Lorenzini L, Maranzano A, Ingala S, Collij LE, Tranfa M, Blennow K, Di Perri C, Foley C, Fox NC, Frisoni GB, Haller S, Martinez-Lage P, Mollison D, O'Brien J, Payoux P, Ritchie C, Scheltens P, Schwarz AJ, Sudre CH, Tijms BM, Verde F, Ticozzi N, Silani V, Visser PJ, Waldman A, Wolz R, Chételat G, Ewers M, Wink AM, Mutsaerts H, Gispert JD, Wardlaw JM, and Barkhof F
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- Humans, Male, Female, Aged, Risk Factors, Retrospective Studies, Middle Aged, Magnetic Resonance Imaging, Biomarkers cerebrospinal fluid, Brain pathology, Brain diagnostic imaging, Atrophy pathology, Alzheimer Disease pathology, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease diagnostic imaging, Amyloid beta-Peptides cerebrospinal fluid, Cerebral Small Vessel Diseases diagnostic imaging, Cerebral Small Vessel Diseases complications, Cerebral Small Vessel Diseases pathology, tau Proteins cerebrospinal fluid, Peptide Fragments cerebrospinal fluid
- Abstract
Background and Objectives: Vascular risk factors (VRFs) and cerebral small vessel disease (cSVD) are common in patients with Alzheimer disease (AD). It remains unclear whether this coexistence reflects shared risk factors or a mechanistic relationship and whether vascular and amyloid pathologies have independent or synergistic influence on subsequent AD pathophysiology in preclinical stages. We investigated links between VRFs, cSVD, and amyloid levels (Aβ
1-42 ) and their combined effect on downstream AD biomarkers, that is, CSF hyperphosphorylated tau (P-tau181 ), atrophy, and cognition., Methods: This retrospective study included nondemented participants (Clinical Dementia Rating < 1) from the European Prevention of Alzheimer's Dementia (EPAD) cohort and assessed VRFs with the Framingham risk score (FRS) and cSVD features on MRI using visual scales and white matter hyperintensity volumes. After preliminary linear analysis, we used structural equation modeling (SEM) to create a "cSVD severity" latent variable and assess the direct and indirect effects of FRS and cSVD severity on Aβ1-42 , P-tau181 , gray matter volume (baseline and longitudinal), and cognitive performance (baseline and longitudinal)., Results: A total cohort of 1,592 participants were evaluated (mean age = 65.5 ± 7.4 years; 56.16% F). We observed positive associations between FRS and all cSVD features (all p < 0.05) and a negative association between FRS and Aβ1-42 (β = -0.04 ± 0.01). All cSVD features were negatively associated with CSF Aβ1-42 (all p < 0.05). Using SEM, the cSVD severity fully mediated the association between FRS and CSF Aβ1-42 (indirect effect: β = -0.03 ± 0.01), also when omitting vascular amyloid-related markers. We observed a significant indirect effect of cSVD severity on P-tau181 (indirect effect: β = 0.12 ± 0.03), baseline and longitudinal gray matter volume (indirect effect: β = -0.10 ± 0.03; β = -0.12 ± 0.05), and baseline cognitive performance (indirect effect: β = -0.16 ± 0.03) through CSF Aβ1-42 ., Discussion: In a large nondemented population, our findings suggest that cSVD is a mediator of the relationship between VRFs and CSF Aβ1-42 and affects downstream neurodegeneration and cognitive impairment. We provide evidence of VRFs indirectly affecting the pathogenesis of AD, highlighting the importance of considering cSVD burden in memory clinics for AD risk evaluation and as an early window for intervention. These results stress the role of VRFs and cerebrovascular pathology as key biomarkers for accurate design of anti-amyloid clinical trials and offer new perspectives for patient stratification.- Published
- 2024
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7. Subclinical atherosclerosis and brain health in midlife: Rationale and design of the PESA-Brain study.
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Tristão-Pereira C, Fuster V, Lopez-Jimenez A, Fernández-Pena A, Semerano A, Fernandez-Nueda I, Garcia-Lunar I, Ayuso C, Sanchez-Gonzalez J, Ibanez B, Gispert JD, and Cortes-Canteli M
- Abstract
Rationale: Cognitive decline and dementia have been reportedly linked to atherosclerosis, the main cause of cardiovascular disease. Cohort studies identifying early brain alterations associated with subclinical atherosclerosis are warranted to understand the potential of prevention strategies before cerebral damage becomes symptomatic and irreversible., Methods & Design: The Progression of Early Subclinical Atherosclerosis (PESA) study is a longitudinal observational cohort study that recruited 4,184 asymptomatic middle-aged individuals (40-54 years) in 2010 in Madrid (Spain) to thoroughly characterize subclinical atherosclerosis development over time. In this framework, the PESA-Brain study has been designed to identify early structural, functional and vascular brain changes associated with midlife atherosclerosis and cardiovascular risk factors. The PESA-Brain study targets 1,000 participants at the 10-year follow-up PESA visit and consists of thorough neuropsychological testing, advanced multimodal neuroimaging, and quantification of blood-based neuropathological biomarkers., Primary Hypothesis: We hypothesize that, in middle-age, the presence of cardiovascular risk factors and a high burden of subclinical atherosclerosis will be associated with structural, functional and vascular brain alterations, greater amyloid burden and subtle cognitive impairment. We further hypothesize that the link between subclinical atherosclerosis and poor brain health in midlife will be mediated by cerebrovascular pathology and intracranial atherosclerosis., Enrollment Dates: The PESA-Brain study started in October 2020 and is estimated to be completed by December 2024., Conclusion: This study is in a unique position to unveil novel relationships between cardiovascular and brain alterations in the health-to-disease transition, which may have important implications for interventional and therapeutic approaches., Clinicaltrials: gov identifier: NCT01410318., Competing Interests: Conflict of interest JSG is a Philips employee. JDG is currently an AstraZeneca employee and has received research support from GE healthcare, Roche Diagnostics and Hoffmann-La Roche, has given lectures in symposia sponsored by General Electric, Philips, Life Molecular Imaging, and Biogen, has served at scientific advisory boards and/or as a consultant for Prothena and Roche Diagnostics, and is the inventor, founder and co-owner of BetaScreen. All other authors have nothing to disclose., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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8. CSF glial biomarkers are associated with cognition in individuals at risk of Alzheimer's disease.
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Warmenhoven N, Sánchez-Benavides G, González-Escalante A, Milà-Alomà M, Shekari M, López-Martos D, Ortiz-Romero P, Kollmorgen G, Quijano-Rubio C, Minguillón C, Gispert JD, Vilor-Tejedor N, Arenaza-Urquijo E, Palpatzis E, Ashton NJ, Zetterberg H, Blennow K, Suárez-Calvet M, and Grau-Rivera O
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- Humans, Male, Female, Middle Aged, Aged, Cognition physiology, Amyloid beta-Peptides cerebrospinal fluid, Amyloid beta-Peptides blood, Neuropsychological Tests statistics & numerical data, Neuroglia metabolism, Neuroglia pathology, Cognitive Dysfunction cerebrospinal fluid, Executive Function physiology, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease blood, Receptors, Immunologic blood, Biomarkers cerebrospinal fluid, Biomarkers blood, Chitinase-3-Like Protein 1 cerebrospinal fluid, Chitinase-3-Like Protein 1 blood, Membrane Glycoproteins cerebrospinal fluid, Membrane Glycoproteins blood, Glial Fibrillary Acidic Protein cerebrospinal fluid, Glial Fibrillary Acidic Protein blood
- Abstract
Introduction: We examined whether baseline glial markers soluble triggering receptor expressed on myeloid cell 2 (sTREM2), chitinase 3-like protein 1 (YKL-40), and glial fibrillary acidic protein (GFAP) in cerebrospinal fluid (CSF), and plasma GFAP are associated with cognitive change in cognitively unimpaired (CU) individuals at risk of Alzheimer's disease (AD)., Methods: A total of 353 CU (mean age 60.9 years) participants were included (mean follow-up time 3.28 years). Linear regression models with cognition as outcome were used. We also tested whether amyloid beta (Aβ) status modified these associations., Results: Higher baseline CSF sTREM2 was associated with a positive global cognition (Preclinical Alzheimer's Cognitive Composite) rate of change, and better memory and executive outcomes, independently of AD pathology. Higher baseline plasma GFAP was associated with a decline on attention rate of change. Stratified analyses by Aβ status showed that CSF sTREM2 and YKL-40 were positively associated with executive functioning in amyloid negative (Aβ-) individuals., Discussion: Our results suggest that a TREM2-mediated microglial response may be associated with better longitudinal cognitive performance., Highlights: Higher cerebrospinal fluid (CSF) soluble triggering receptor expressed on myeloid cell 2 (sTREM2) relates to better longitudinal cognitive performance. The association between CSF sTREM2 and cognition is independent of Alzheimer's disease (AD) pathology. Targeting microglial reactivity may be a therapeutic strategy for AD prevention., (© 2024 The Author(s). Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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9. Functional structure of local connections and differentiation of cerebral cortex areas in the neonate.
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Pujol J, Blanco-Hinojo L, Persavento C, Martínez-Vilavella G, Falcón C, Gascón M, Rivas I, Vilanova M, Deus J, Gispert JD, Gómez-Roig MD, Llurba E, Dadvand P, and Sunyer J
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- Humans, Infant, Newborn, Male, Female, Nerve Net diagnostic imaging, Nerve Net physiology, Nerve Net growth & development, Brain Mapping methods, Connectome methods, Cerebral Cortex diagnostic imaging, Cerebral Cortex physiology, Cerebral Cortex growth & development, Magnetic Resonance Imaging
- Abstract
Neuroimaging research on functional connectivity can provide valuable information on the developmental differentiation of the infant cerebral cortex into its functional areas. We examined healthy neonates to comprehensively map brain functional connectivity using a combination of local measures that uniquely capture the rich spatial structure of cerebral cortex functional connections. Optimal functional MRI scans were obtained in 61 neonates. Local functional connectivity maps were based on Iso-Distance Average Correlation (IDAC) measures. Single distance maps and maps combining three distinct IDAC measures were used to assess different levels of cortical area functional differentiation. A set of brain areas showed higher connectivity than the rest of the brain parenchyma in each local distance map. These areas were consistent with those supporting basic aspects of the neonatal repertoire of adaptive behaviors and included the sensorimotor, auditory and visual cortices, the frontal operculum/anterior insula (relevant for sucking, swallowing and the sense of taste), paracentral lobule (processing anal and urethral sphincter activity), default mode network (relevant for self-awareness), and limbic-emotional structures such as the anterior cingulate cortex, amygdala and hippocampus. However, the results also indicate that brain areas presumed to be actively developing may not necessarily be mature. In fact, combined distance, second-level maps confirmed that the functional differentiation of the cerebral cortex into functional areas in neonates is far from complete. Our results provide a more comprehensive understanding of the developing brain systems, while also highlighting the substantial developmental journey that the neonatal brain must undergo to reach adulthood., Competing Interests: Declaration of competing interest The authors declare no conflict of interest., (Copyright © 2024. Published by Elsevier Inc.)
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- 2024
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10. Alzheimer's disease genetic pathways impact cerebrospinal fluid biomarkers and imaging endophenotypes in non-demented individuals.
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Lorenzini L, Collij LE, Tesi N, Vilor-Tejedor N, Ingala S, Blennow K, Foley C, Frisoni GB, Haller S, Holstege H, van der van der Lee S, Martinez-Lage P, Marioni RE, McCartney DL, O' Brien J, Oliveira TG, Payoux P, Reinders M, Ritchie C, Scheltens P, Schwarz AJ, Sudre CH, Waldman AD, Wolz R, Chatelat G, Ewers M, Wink AM, Mutsaerts HJMM, Gispert JD, Visser PJ, Tijms BM, Altmann A, and Barkhof F
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- Humans, Female, Male, tau Proteins cerebrospinal fluid, Aged, Brain pathology, Brain diagnostic imaging, Genetic Predisposition to Disease, Middle Aged, Magnetic Resonance Imaging, White Matter pathology, White Matter diagnostic imaging, Alzheimer Disease genetics, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease pathology, Endophenotypes, Biomarkers cerebrospinal fluid, Amyloid beta-Peptides cerebrospinal fluid
- Abstract
Introduction: Unraveling how Alzheimer's disease (AD) genetic risk is related to neuropathological heterogeneity, and whether this occurs through specific biological pathways, is a key step toward precision medicine., Methods: We computed pathway-specific genetic risk scores (GRSs) in non-demented individuals and investigated how AD risk variants predict cerebrospinal fluid (CSF) and imaging biomarkers reflecting AD pathology, cardiovascular, white matter integrity, and brain connectivity., Results: CSF amyloidbeta and phosphorylated tau were related to most GRSs. Inflammatory pathways were associated with cerebrovascular disease, whereas quantitative measures of white matter lesion and microstructure integrity were predicted by clearance and migration pathways. Functional connectivity alterations were related to genetic variants involved in signal transduction and synaptic communication., Discussion: This study reveals distinct genetic risk profiles in association with specific pathophysiological aspects in predementia stages of AD, unraveling the biological substrates of the heterogeneity of AD-associated endophenotypes and promoting a step forward in disease understanding and development of personalized therapies., Highlights: Polygenic risk for Alzheimer's disease encompasses six biological pathways that can be quantified with pathway-specific genetic risk scores, and differentially relate to cerebrospinal fluid and imaging biomarkers. Inflammatory pathways are mostly related to cerebrovascular burden. White matter health is associated with pathways of clearance and membrane integrity, whereas functional connectivity measures are related to signal transduction and synaptic communication pathways., (© 2024 The Author(s). Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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11. Association between telomere length and cognitive function among cognitively unimpaired individuals at risk of Alzheimer's disease.
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Rodríguez-Fernández B, Sánchez-Benavides G, Genius P, Minguillon C, Fauria K, De Vivo I, Navarro A, Molinuevo JL, Gispert JD, Sala-Vila A, Vilor-Tejedor N, and Crous-Bou M
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- Humans, Female, Male, Middle Aged, Cross-Sectional Studies, Risk, Aged, Cohort Studies, Aging genetics, Aging psychology, Cognitive Aging psychology, Cognitive Aging physiology, Biomarkers, Alzheimer Disease genetics, Alzheimer Disease psychology, Telomere genetics, Cognition, Leukocytes, Memory, Episodic
- Abstract
Introduction: Leukocyte telomere length (LTL) is an objective biomarker of biological aging, and it is proposed to play a crucial role in Alzheimer's disease (AD) risk. We aimed at evaluating the cross-sectional association between LTL and cognitive performance in middle-aged cognitively unimpaired individuals at increased risk of AD., Methods: A total of 1520 participants from the ALFA cohort were included. Relative telomere length was measured in leukocytes through qPCR. LTL was residualized against age and sex, and associations with cognitive performance were assessed in short and long groups based on residualized LTL (rLTL). Interactions with sex and genetic risk of AD were tested., Results: Non-linear associations were found between LTL and episodic memory (EM). Better EM was associated with longer rLTL among women in the short rLTL group., Discussion: Results suggest a potential role of telomeres in the cognitive aging process with sex-specific patterns., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests JLM is currently a full-time employee of Lundbeck and has previously served as a consultant or at advisory boards for the following for-profit companies or has given lectures in symposia sponsored by the following for-profit companies: Roche Diagnostics, Genentech, Novartis, Lundbeck, Oryzon, Biogen, Lilly, Janssen, Green Valley, MSD, Eisai, Alector, BioCross, GE Healthcare, ProMIS Neurosciences. JDG has received speaker’s or consultant's fees from Philips Nederlands, Roche Diagnostics and Biogen and research support from GE Healthcare, Roche Diagnostics and Hoffmann-La Roche. MSC has served as a consultant and at advisory boards for Roche Diagnostics International Ltd, has given lectures in symposia sponsored by Roche Diagnostics, S.L.U, Roche Farma, S.A and Roche Sistemas de Diagnósticos, Sociedade Unipessoal, Lda. and research support from Roche Diagnostics International Ltd. GSB has served as a consultant for Roche Farma, S.A. ASV has received research funding through his institution and support to attend professional meetings from the California Walnut Commission. The remaining authors declare that they have no conflict of interest., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2024
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12. Memory performance mediates subjective sleep quality associations with cerebrospinal fluid Alzheimer's disease biomarker levels and hippocampal volume among individuals with mild cognitive symptoms.
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Stankeviciute L, Blackman J, Tort-Colet N, Fernández-Arcos A, Sánchez-Benavides G, Suárez-Calvet M, Iranzo Á, Molinuevo JL, Gispert JD, Coulthard E, and Grau-Rivera O
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- Humans, Male, Female, Aged, Middle Aged, Neuropsychological Tests, Cross-Sectional Studies, Longitudinal Studies, Memory physiology, Amyloid beta-Peptides cerebrospinal fluid, Cognitive Dysfunction cerebrospinal fluid, Cognitive Dysfunction etiology, Cognitive Dysfunction physiopathology, Alzheimer Disease cerebrospinal fluid, Biomarkers cerebrospinal fluid, Hippocampus pathology, Hippocampus diagnostic imaging, tau Proteins cerebrospinal fluid, Magnetic Resonance Imaging, Sleep Quality
- Abstract
Sleep disturbances are prevalent in Alzheimer's disease (AD), affecting individuals during its early stages. We investigated associations between subjective sleep measures and cerebrospinal fluid (CSF) biomarkers of AD in adults with mild cognitive symptoms from the European Prevention of Alzheimer's Dementia Longitudinal Cohort Study, considering the influence of memory performance. A total of 442 participants aged >50 years with a Clinical Dementia Rating (CDR) score of 0.5 completed the Pittsburgh Sleep Quality Index questionnaire and underwent neuropsychological assessment, magnetic resonance imaging acquisition, and CSF sampling. We analysed the relationship of sleep quality with CSF AD biomarkers and cognitive performance in separated multivariate linear regression models, adjusting for covariates. Poorer cross-sectional sleep quality was associated with lower CSF levels of phosphorylated tau and total tau alongside better immediate and delayed memory performance. After adjustment for delayed memory scores, associations between CSF biomarkers and sleep quality became non-significant, and further analysis revealed that memory performance mediated this relationship. In post hoc analyses, poorer subjective sleep quality was associated with lesser hippocampal atrophy, with memory performance also mediating this association. In conclusion, worse subjective sleep quality is associated with less altered AD biomarkers in adults with mild cognitive symptoms (CDR score 0.5). These results could be explained by a systematic recall bias affecting subjective sleep assessment in individuals with incipient memory impairment. Caution should therefore be exercised when interpreting subjective sleep quality measures in memory-impaired populations, emphasising the importance of complementing subjective measures with objective assessments., (© 2023 The Authors. Journal of Sleep Research published by John Wiley & Sons Ltd on behalf of European Sleep Research Society.)
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- 2024
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13. Texture-based morphometry in relation to apolipoprotein ε4 genotype, ageing and sex in a midlife population.
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Dounavi ME, Mak E, Operto G, Muniz-Terrera G, Bridgeman K, Koychev I, Malhotra P, Naci L, Lawlor B, Su L, Falcon C, Ritchie K, Ritchie CW, Gispert JD, and O'Brien JT
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- Adult, Aged, Female, Humans, Male, Middle Aged, Brain diagnostic imaging, Brain pathology, Cross-Sectional Studies, Genotype, Heterozygote, Sex Characteristics, Aging pathology, Aging genetics, Apolipoprotein E4 genetics, Magnetic Resonance Imaging
- Abstract
Brain atrophy and cortical thinning are typically observed in people with Alzheimer's disease (AD) and, to a lesser extent, in those with mild cognitive impairment. In asymptomatic middle-aged apolipoprotein ε4 (ΑPOE4) carriers, who are at higher risk of future AD, study reports are discordant with limited evidence of brain structural differences between carriers and non-carriers of the ε4 allele. Alternative imaging markers with higher sensitivity at the presymptomatic stage, ideally quantified using typically acquired structural MRI scans, would thus be of great benefit for the detection of early disease, disease monitoring and subject stratification. In the present cross-sectional study, we investigated textural properties of T1-weighted 3T MRI scans in relation to APOE4 genotype, age and sex. We pooled together data from the PREVENT-Dementia and ALFA studies focused on midlife healthy populations with dementia risk factors (analysable cohort: 1585 participants; mean age 56.2 ± 7.4 years). Voxel-based and texture (examined features: contrast, entropy, energy, homogeneity) based morphometry was used to identify areas of volumetric and textural differences between APOE4 carriers and non-carriers. Textural maps were generated and were subsequently harmonised using voxel-wise COMBAT. For all analyses, APOE4, sex, age and years of education were used as model predictors. Interactions between APOE4 and age were further examined. There were no group differences in regional brain volume or texture based on APOE4 carriership or when age × APOE4 interactions were examined. Older people tended to have a less homogeneous textural profile in grey and white matter and a more homogeneous profile in the ventricles. A more heterogeneous textural profile was observed for females in areas such as the ventricles, frontal and parietal lobes and for males in the brainstem, cerebellum, precuneus and cingulate. Overall, we have shown the absence of volumetric and textural differences between APOE4 carriers and non-carriers at midlife and have established associations of textural features with ageing and sex., (© 2024 The Author(s). Human Brain Mapping published by Wiley Periodicals LLC.)
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- 2024
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14. Stress testing the Centiloid: Precision and variability of PET quantification of amyloid pathology.
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Shekari M, Vállez García D, Collij LE, Altomare D, Heeman F, Pemberton H, Roé Vellvé N, Bullich S, Buckley C, Stephens A, Farrar G, Frisoni G, Klunk WE, Barkhof F, and Gispert JD
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- Humans, Aged, Female, Male, Atrophy pathology, Amyloid metabolism, Neuroimaging methods, Neuroimaging standards, Aged, 80 and over, Amyloid beta-Peptides metabolism, Alzheimer Disease diagnostic imaging, Alzheimer Disease pathology, Positron-Emission Tomography, Brain diagnostic imaging, Brain pathology
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Introduction: Assessing the potential sources of bias and variability of the Centiloid (CL) scale is fundamental for its appropriate clinical application., Methods: We included 533 participants from AMYloid imaging to Prevent Alzheimer's Disease (AMYPAD DPMS) and Alzheimer's Disease Neuroimaging Initiative (ADNI) cohorts. Thirty-two CL pipelines were created using different combinations of reference region (RR), RR and target types, and quantification spaces. Generalized estimating equations stratified by amyloid positivity were used to assess the impact of the quantification pipeline, radiotracer, age, brain atrophy, and harmonization status on CL., Results: RR selection and RR type impact CL the most, particularly in amyloid-negative individuals. The standard CL pipeline with the whole cerebellum as RR is robust against brain atrophy and differences in image resolution, with 95% confidence intervals below ± 3.95 CL for amyloid beta positivity cutoffs (CL < 24)., Discussion: The standard CL pipeline is recommended for most scenarios. Confidence intervals should be considered when operationalizing CL cutoffs in clinical and research settings., Highlights: We developed a framework for evaluating Centiloid (CL) variability to different factors. Reference region selection and delineation had the highest impact on CL values. Whole cerebellum (WCB) and whole cerebellum plus brainstem (WCB+BSTM) as reference regions yielded consistent results across tracers. The standard CL pipeline is robust against atrophy and image resolution variation. Estimated within- and between-pipeline variability (95% confidence interval) in absolute CL units., (© None The Author(s). Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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15. Time-encoded ASL reveals lower cerebral blood flow in the early AD continuum.
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Falcon C, Montesinos P, Václavů L, Kassinopoulos M, Minguillon C, Fauria K, Cascales-Lahoz D, Contador J, Fernández-Lebrero A, Navalpotro I, Puig-Pijoan A, Grau-Rivera O, Kollmorgen G, Quijano-Rubio C, Molinuevo JL, Zetterberg H, Blennow K, Suárez-Calvet M, Van Osch MJP, Sanchez-Gonzalez J, and Gispert JD
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- Humans, Male, Female, Aged, Spin Labels, Cognitive Dysfunction physiopathology, Magnetic Resonance Imaging, Brain diagnostic imaging, Middle Aged, tau Proteins, Aged, 80 and over, Alzheimer Disease physiopathology, Cerebrovascular Circulation physiology, Amyloid beta-Peptides, Biomarkers blood
- Abstract
Introduction: Cerebral blood flow (CBF) is reduced in cognitively impaired (CI) Alzheimer's disease (AD) patients. We checked the sensitivity of time-encoded arterial spin labeling (te-ASL) in measuring CBF alterations in individuals with positive AD biomarkers and associations with relevant biomarkers in cognitively unimpaired (CU) individuals., Methods: We compared te-ASL with single-postlabel delay (PLD) ASL in measuring CBF in 59 adults across the AD continuum, classified as CU amyloid beta (Aβ) negative (-), CU Aβ positive (+), and CI Aβ+. We sought associations of CBF with biomarkers of AD, cerebrovascular disease, synaptic dysfunction, neurodegeneration, and cognition in CU participants., Results: te-ASL was more sensitive at detecting CBF reduction in the CU Aβ+ and CI Aβ+ groups. In CU participants, lower CBF was associated with altered biomarkers of Aβ, tau, synaptic dysfunction, and neurodegeneration., Discussion: CBF reduction occurs early in the AD continuum. te-ASL is more sensitive than single-PLD ASL at detecting CBF changes in AD., Highlights: Lower CBF can be detected in CU subjects in the early AD continuum. te-ASL is more sensitive than single-PLD ASL at detecting CBF alterations in AD. CBF is linked to biomarkers of AD, synaptic dysfunction, and neurodegeneration., (© 2024 The Author(s). Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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16. Structural Brain Differences in the Alzheimer's Disease Continuum: Insights Into the Heterogeneity From a Large Multisite Neuroimaging Consortium.
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Evans TE, Vilor-Tejedor N, Operto G, Falcon C, Hofman A, Ibáñez A, Seshadari S, Tan LCS, Weiner M, Alladi S, Anazodo U, Gispert JD, and Adams HHH
- Abstract
Background: Neurodegenerative diseases require collaborative, multisite research to comprehensively grasp their complex and diverse pathological progression; however, there is caution in aggregating global data due to data heterogeneity. In the current study, we investigated brain structure across stages of Alzheimer's disease (AD) and how relationships vary across sources of heterogeneity., Methods: Using 6 international datasets (N > 27,000), associations of structural neuroimaging markers were investigated in relation to the AD continuum via meta-analysis. We investigated whether associations varied across elements of magnetic resonance imaging acquisition, study design, and populations., Results: Modest differences in associations were found depending on how data were acquired; however, patterns were similar. Preliminary results suggested that neuroimaging marker-AD relationships differ across ethnic groups., Conclusions: Diversity in data offers unique insights into the neural substrate of AD; however, harmonized processing and transparency of data collection are needed. Global collaborations should embrace the inherent heterogeneity that exists in the data and quantify its contribution to research findings at the meta-analytical stage., (Copyright © 2024 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved.)
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- 2024
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17. Reply to: Challenges to identifying risk versus protective factors in Alzheimer's disease.
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Fortea J, Vaqué-Alcázar L, Pegueroles J, Alcolea D, Belbin O, Dols-Icardo O, Videla L, Gispert JD, Suárez-Calvet M, Johnson SC, Sperling R, Bejanin A, Lleó A, and Montal V
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- 2024
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18. Continuous β-Amyloid CSF/PET Imbalance Model to Capture Alzheimer Disease Heterogeneity.
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Mastenbroek SE, Sala A, Vállez García D, Shekari M, Salvadó G, Lorenzini L, Pieperhoff L, Wink AM, Lopes Alves I, Wolz R, Ritchie C, Boada M, Visser PJ, Bucci M, Farrar G, Hansson O, Nordberg AK, Ossenkoppele R, Barkhof F, Gispert JD, Rodriguez-Vieitez E, and Collij LE
- Subjects
- Humans, Female, Male, Aged, Peptide Fragments cerebrospinal fluid, Aged, 80 and over, Cognitive Dysfunction cerebrospinal fluid, Cognitive Dysfunction diagnostic imaging, Middle Aged, Alzheimer Disease cerebrospinal fluid, Alzheimer Disease diagnostic imaging, Amyloid beta-Peptides cerebrospinal fluid, Positron-Emission Tomography, Biomarkers cerebrospinal fluid
- Abstract
Background and Objectives: Discordance between CSF and PET biomarkers of β-amyloid (Aβ) might reflect an imbalance between soluble and aggregated species, possibly reflecting disease heterogeneity. Previous studies generally used binary cutoffs to assess discrepancies in CSF/PET biomarkers, resulting in a loss of information on the extent of discordance. In this study, we (1) jointly modeled Aβ-CSF/PET data to derive a continuous measure of the imbalance between soluble and fibrillar pools of Aβ, (2) investigated factors contributing to this imbalance, and (3) examined associations with cognitive trajectories., Methods: Across 822 cognitively unimpaired (n = 261) and cognitively impaired (n = 561) Alzheimer's Disease Neuroimaging Initiative individuals (384 [46.7%] females, mean age 73.0 ± 7.4 years), we fitted baseline CSF-Aβ
42 and global Aβ-PET to a hyperbolic regression model, deriving a participant-specific Aβ-aggregation score (standardized residuals); negative values represent more soluble relative to aggregated Aβ and positive values more aggregated relative to soluble Aβ. Using linear models, we investigated whether methodological factors, demographics, CSF biomarkers, and vascular burden contributed to Aβ-aggregation scores. With linear mixed models, we assessed whether Aβ-aggregation scores were predictive of cognitive functioning. Analyses were repeated in an early independent validation cohort of 383 Amyloid Imaging to Prevent Alzheimer's Disease Prognostic and Natural History Study individuals (224 [58.5%] females, mean age 65.2 ± 6.9 years)., Results: The imbalance model could be fit (pseudo- R2 = 0.94) in both cohorts, across CSF kits and PET tracers. Although no associations were observed with the main methodological factors, lower Aβ-aggregation scores were associated with larger ventricular volume (β = 0.13, p < 0.001), male sex (β = -0.18, p = 0.019), and homozygous APOE -ε4 carriership (β = -0.56, p < 0.001), whereas higher scores were associated with increased uncorrected CSF p-tau (β = 0.17, p < 0.001) and t-tau (β = 0.16, p < 0.001), better baseline executive functioning (β = 0.12, p < 0.001), and slower global cognitive decline (β = 0.14, p = 0.006). In the validation cohort, we replicated the associations with APOE -ε4, CSF t-tau, and, although modestly, with cognition., Discussion: We propose a novel continuous model of Aβ CSF/PET biomarker imbalance, accurately describing heterogeneity in soluble vs aggregated Aβ pools in 2 independent cohorts across the full Aβ continuum. Aβ-aggregation scores were consistently associated with genetic and AD-associated CSF biomarkers, possibly reflecting disease heterogeneity beyond methodological influences.- Published
- 2024
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19. Omega-3 blood biomarkers relate to brain glucose uptake in individuals at risk of Alzheimer's disease dementia.
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Lázaro I, Grau-Rivera O, Suárez-Calvet M, Fauria K, Minguillón C, Shekari M, Falcón C, García-Prat M, Huguet J, Molinuevo JL, Gispert JD, and Sala-Vila A
- Abstract
Introduction: Brain glucose hypometabolism is a preclinical feature of Alzheimer's disease (AD). Dietary omega-3 fatty acids promote brain glucose metabolism, but clinical research is incipient. Circulating omega-3s objectively reflect their dietary intake., Methods: This was a cross-sectional study in 320 cognitively unimpaired participants at increased risk of AD dementia. Using lipidomics, we determined blood docosahexaenoic (DHA) and alpha-linolenic (ALA) acid levels (omega-3s from marine and plant origin, respectively). We assessed brain glucose metabolism using [18-F]-fluorodeoxyglucose (FDG) positron emission tomography (PET)., Results: Blood ALA directly related to FDG uptake in brain areas known to be affected in AD. Stronger associations were observed in apolipoprotein E ε4 carriers and homozygotes. For DHA, significant direct associations were restricted to amyloid beta-positive tau-positive participants., Discussion: Blood omega-3 directly relate to preserved glucose metabolism in AD-vulnerable brain regions in individuals at increased risk of AD dementia. This adds to the benefits of omega-3 supplementation in the preclinical stage of AD dementia., Highlights: Blood omega-3s were related to brain glucose uptake in participants at risk of Alzheimer's disease (AD) dementia.Complementary associations were observed for omega-3 from marine and plant sources.Foods rich in omega-3 might be useful in early features of AD., Competing Interests: MSC has given lectures in symposia sponsored by Roche Diagnostics, S.L.U. Roche Farma, S.A., and Amirall;and he has served as a consultant and at advisory boards for Roche Diagnostics International Ltd and Grifols S.L. He was granted with a project funded by Roche Diagnostics International Ltd; payments were made to the institution (BBRC). He received in‐kind support for research (to the institution) from Roche Diagnostics International Ltd, Avid Radiopharmaceuticals, Inc., Eli Lilly, and Janssen Research & Development. JLM is currently a full‑time employee of H. Lundbeck A/S and previously served as a consultant or on advisory boards for the following for‑profit companies or has given lectures in symposia sponsored by the following for‑profit companies: Roche Diagnostics, Genentech, Novartis, Lundbeck, Oryzon, Biogen, Lilly, Janssen, Green Valley, MSD, Eisai, Alector, BioCross, GE Healthcare, and ProMIS Neurosciences. JDG receives research funding from Roche Diagnostics and GE Healthcare and has given lectures at symposia sponsored by Biogen and Philips. AS‐V has received research grant funding through his institution and support to attend professional meetings from the California Walnut Commission. Other authors report no conflicts of interest. Disclosures are available in the supporting information., (© 2024 The Author(s). Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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20. Publisher Correction: APOE4 homozygosity represents a distinct genetic form of Alzheimer's disease.
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Fortea J, Pegueroles J, Alcolea D, Belbin O, Dols-Icardo O, Vaqué-Alcázar L, Videla L, Gispert JD, Suárez-Calvet M, Johnson SC, Sperling R, Bejanin A, Lleó A, and Montal V
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- 2024
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21. NeuroToolKit Data Hackathon: advancing data collaboration in Alzheimer's disease.
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Ritchie C, Blennow K, Gispert JD, Johnson S, van Maurik I, Vermunt L, Suárez-Calvet M, McHugh CP, Clement MHS, Anastasiu A, Rosenfeld E, Cosma O, Logan CA, Quevenco FC, Dias MC, and Carboni M
- Abstract
Competing Interests: CR is CEO and founder of Scottish Brain Sciences and has been a paid consultant on advisory boards for Actinogen, Biogen, CogState, Eisai, Eli Lilly, Janssen Cilag, Merck, Novo Nordisk, Roche Diagnostics, and Signant Health. KB has served as a consultant at advisory boards or data monitoring committees for Acumen, Alzpath, BioArctic, Biogen, Eisai, Julius Clinical, Lilly, Novartis, Ono Pharma, Prothena, Roche Diagnostics, and Siemens Healthineers, and is a co-founder of Brain Biomarker Solutions (BBS) in Gothenburg AB, which is part of the GU Ventures Incubator Program, outside of the present work. JDG has received research support from GE Healthcare, F. Hoffmann-La Roche, and Roche Diagnostics, and speaker or consultant fees from Biogen, Philips Nederlands, and Roche Diagnostics. SJ has served as a consultant for Alzpath, Merck, and Roche Diagnostics, and has also received equipment grants from Roche Diagnostics. IvM has served as a consultant for Roche Diagnostics, received grants from ZonMW, and received PPP allowance from Health~Holland (Top Sector Life Sciences & Health). LV has served as a consultant for Roche Diagnostics and has received research support from Alzheimer Nederland, OLINK, and ZonMw; all payments were made to her institution. MS-C has served as a consultant and attended advisory boards for, and received project grants from, Roche Diagnostics, and has given lectures in symposia sponsored by Roche Diagnostics, S.L.U., Roche Farma, S.A., and Roche Sistemas de Diagnósticos, Sociedade Unipessoal, Lda; all payments for consultancy, advisory boards, and project grants were made to his institution; payments for giving lectures in symposia were made to MS-C directly and his institution. CPM and MHSC are employees of Gates Ventures LLC and volunteer for the Alzheimer's Disease Data Initiative. CAL is an employee and shareholder of Roche Diagnostics GmbH. F-CQ is a former employee and shareholder (during employment) of Roche Diagnostics International Ltd, and Altoida Inc. MCD and MC are employees and shareholders of Roche Diagnostics International Ltd. AA, ER, and OC are employees of Nagarro. The authors declare that this work received funding from Roche Diagnostics International Ltd. The funder had the following involvement: provided support and resources for the Hackathon event; and funded medical writing support for publication of this article.
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- 2024
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22. Amyloid-PET imaging predicts functional decline in clinically normal individuals.
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Quenon L, Collij LE, Garcia DV, Lopes Alves I, Gérard T, Malotaux V, Huyghe L, Gispert JD, Jessen F, Visser PJ, den Braber A, Ritchie CW, Boada M, Marquié M, Vandenberghe R, Luckett ES, Schöll M, Frisoni GB, Buckley C, Stephens A, Altomare D, Ford L, Birck C, Mett A, Gismondi R, Wolz R, Grootoonk S, Manber R, Shekari M, Lhommel R, Dricot L, Ivanoiu A, Farrar G, Barkhof F, and Hanseeuw BJ
- Subjects
- Humans, Female, Male, Cross-Sectional Studies, Longitudinal Studies, Aged, Cognitive Dysfunction diagnostic imaging, Cognitive Dysfunction metabolism, Middle Aged, Brain diagnostic imaging, Brain metabolism, Aged, 80 and over, Positron-Emission Tomography methods, Amyloid beta-Peptides metabolism, Activities of Daily Living
- Abstract
Background: There is good evidence that elevated amyloid-β (Aβ) positron emission tomography (PET) signal is associated with cognitive decline in clinically normal (CN) individuals. However, it is less well established whether there is an association between the Aβ burden and decline in daily living activities in this population. Moreover, Aβ-PET Centiloids (CL) thresholds that can optimally predict functional decline have not yet been established., Methods: Cross-sectional and longitudinal analyses over a mean three-year timeframe were performed on the European amyloid-PET imaging AMYPAD-PNHS dataset that phenotypes 1260 individuals, including 1032 CN individuals and 228 participants with questionable functional impairment. Amyloid-PET was assessed continuously on the Centiloid (CL) scale and using Aβ groups (CL < 12 = Aβ-, 12 ≤ CL ≤ 50 = Aβ-intermediate/Aβ± , CL > 50 = Aβ+). Functional abilities were longitudinally assessed using the Clinical Dementia Rating (Global-CDR, CDR-SOB) and the Amsterdam Instrumental Activities of Daily Living Questionnaire (A-IADL-Q). The Global-CDR was available for the 1260 participants at baseline, while baseline CDR-SOB and A-IADL-Q scores and longitudinal functional data were available for different subsamples that had similar characteristics to those of the entire sample., Results: Participants included 765 Aβ- (61%, Mdn
age = 66.0, IQRage = 61.0-71.0; 59% women), 301 Aβ± (24%; Mdnage = 69.0, IQRage = 64.0-75.0; 53% women) and 194 Aβ+ individuals (15%, Mdnage = 73.0, IQRage = 68.0-78.0; 53% women). Cross-sectionally, CL values were associated with CDR outcomes. Longitudinally, baseline CL values predicted prospective changes in the CDR-SOB (bCL*Time = 0.001/CL/year, 95% CI [0.0005,0.0024], p = .003) and A-IADL-Q (bCL*Time = -0.010/CL/year, 95% CI [-0.016,-0.004], p = .002) scores in initially CN participants. Increased clinical progression (Global-CDR > 0) was mainly observed in Aβ+ CN individuals (HRAβ+ vs Aβ- = 2.55, 95% CI [1.16,5.60], p = .020). Optimal thresholds for predicting decline were found at 41 CL using the CDR-SOB (bAβ+ vs Aβ- = 0.137/year, 95% CI [0.069,0.206], p < .001) and 28 CL using the A-IADL-Q (bAβ+ vs Aβ- = -0.693/year, 95% CI [-1.179,-0.208], p = .005)., Conclusions: Amyloid-PET quantification supports the identification of CN individuals at risk of functional decline., Trial Registration: The AMYPAD PNHS is registered at www.clinicaltrialsregister.eu with the EudraCT Number: 2018-002277-22., (© 2024. The Author(s).)- Published
- 2024
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23. Alzheimer's Disease and Small Vessel Disease Differentially Affect White Matter Microstructure.
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Tranfa M, Lorenzini L, Collij LE, Vállez García D, Ingala S, Pontillo G, Pieperhoff L, Maranzano A, Wolz R, Haller S, Blennow K, Frisoni G, Sudre CH, Chételat G, Ewers M, Payoux P, Waldman A, Martinez-Lage P, Schwarz AJ, Ritchie CW, Wardlaw JM, Gispert JD, Brunetti A, Mutsaerts HJMM, Wink AM, and Barkhof F
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- Humans, Female, Male, Aged, Middle Aged, Amyloid beta-Peptides cerebrospinal fluid, Amyloid beta-Peptides metabolism, Apolipoprotein E4 genetics, tau Proteins cerebrospinal fluid, tau Proteins metabolism, Prospective Studies, Alzheimer Disease pathology, Alzheimer Disease diagnostic imaging, Cerebral Small Vessel Diseases diagnostic imaging, Cerebral Small Vessel Diseases pathology, White Matter diagnostic imaging, White Matter pathology, Diffusion Tensor Imaging
- Abstract
Objective: Alzheimer's disease (AD) and cerebral small vessel disease (cSVD), the two most common causes of dementia, are characterized by white matter (WM) alterations diverging from the physiological changes occurring in healthy aging. Diffusion tensor imaging (DTI) is a valuable tool to quantify WM integrity non-invasively and identify the determinants of such alterations. Here, we investigated main effects and interactions of AD pathology, APOE-ε4, cSVD, and cardiovascular risk on spatial patterns of WM alterations in non-demented older adults., Methods: Within the prospective European Prevention of Alzheimer's Dementia study, we selected 606 participants (64.9 ± 7.2 years, 376 females) with baseline cerebrospinal fluid samples of amyloid β
1-42 and p-Tau181 and MRI scans, including DTI scans. Longitudinal scans (mean follow-up time = 1.3 ± 0.5 years) were obtained in a subset (n = 223). WM integrity was assessed by extracting fractional anisotropy and mean diffusivity in relevant tracts. To identify the determinants of WM disruption, we performed a multimodel inference to identify the best linear mixed-effects model for each tract., Results: AD pathology, APOE-ε4, cSVD burden, and cardiovascular risk were all associated with WM integrity within several tracts. While limbic tracts were mainly impacted by AD pathology and APOE-ε4, commissural, associative, and projection tract integrity was more related to cSVD burden and cardiovascular risk. AD pathology and cSVD did not show any significant interaction effect., Interpretation: Our results suggest that AD pathology and cSVD exert independent and spatially different effects on WM microstructure, supporting the role of DTI in disease monitoring and suggesting independent targets for preventive medicine approaches., (© 2024 The Authors. Annals of Clinical and Translational Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.)- Published
- 2024
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24. Lifetime Stressful Events Associated with Alzheimer's Pathologies, Neuroinflammation and Brain Structure in a Risk Enriched Cohort.
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Palpatzis E, Akinci M, Aguilar-Dominguez P, Garcia-Prat M, Blennow K, Zetterberg H, Carboni M, Kollmorgen G, Wild N, Fauria K, Falcon C, Gispert JD, Suárez-Calvet M, Grau-Rivera O, Sánchez-Benavides G, and Arenaza-Urquijo EM
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- Humans, Female, Male, Aged, Middle Aged, Cross-Sectional Studies, Cohort Studies, Magnetic Resonance Imaging, Stress, Psychological, Gray Matter pathology, Gray Matter diagnostic imaging, Interleukin-6 cerebrospinal fluid, Peptide Fragments cerebrospinal fluid, Alzheimer Disease pathology, Alzheimer Disease diagnostic imaging, Brain pathology, Brain diagnostic imaging, Neuroinflammatory Diseases pathology, Neuroinflammatory Diseases diagnostic imaging, Amyloid beta-Peptides cerebrospinal fluid, Amyloid beta-Peptides metabolism, tau Proteins cerebrospinal fluid
- Abstract
Objective: Along with the known effects of stress on brain structure and inflammatory processes, increasing evidence suggest a role of chronic stress in the pathogenesis of Alzheimer's disease (AD). We investigated the association of accumulated stressful life events (SLEs) with AD pathologies, neuroinflammation, and gray matter (GM) volume among cognitively unimpaired (CU) individuals at heightened risk of AD., Methods: This cross-sectional cohort study included 1,290 CU participants (aged 48-77) from the ALFA cohort with SLE, lumbar puncture (n = 393), and/or structural magnetic resonance imaging (n = 1,234) assessments. Using multiple regression analyses, we examined the associations of total SLEs with cerebrospinal fluid (1) phosphorylated (p)-tau
181 and Aβ1-42 /1-40 ratio, (2) interleukin 6 (IL-6), and (3) GM volumes voxel-wise. Further, we performed stratified and interaction analyses with sex, history of psychiatric disease, and evaluated SLEs during specific life periods., Results: Within the whole sample, only childhood and midlife SLEs, but not total SLEs, were associated with AD pathophysiology and neuroinflammation. Among those with a history of psychiatric disease SLEs were associated with higher p-tau181 and IL-6. Participants with history of psychiatric disease and men, showed lower Aβ1-42/1-40 with higher SLEs. Participants with history of psychiatric disease and women showed reduced GM volumes in somatic regions and prefrontal and limbic regions, respectively., Interpretation: We did not find evidence supporting the association of total SLEs with AD, neuroinflammation, and atrophy pathways. Instead, the associations appear to be contingent on events occurring during early and midlife, sex and history of psychiatric disease. ANN NEUROL 2024;95:1058-1068., (© 2024 Barcelonabeta Brain Research Center and The Authors. Annals of Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.)- Published
- 2024
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25. Awareness of episodic memory and meta-cognitive profiles: associations with cerebrospinal fluid biomarkers at the preclinical stage of the Alzheimer's continuum.
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López-Martos D, Suárez-Calvet M, Milà-Alomà M, Gispert JD, Minguillon C, Quijano-Rubio C, Kollmorgen G, Zetterberg H, Blennow K, Grau-Rivera O, and Sánchez-Benavides G
- Abstract
Introduction: The lack of cognitive awareness, anosognosia, is a clinical deficit in Alzheimer's disease (AD) dementia. However, an increased awareness of cognitive function, hypernosognosia, may serve as a marker in the preclinical stage. Subjective cognitive decline (SCD) might correspond to the initial symptom in the dynamic trajectory of awareness, but SCD might be absent along with low awareness of actual cognitive performance in the preclinical stage. We hypothesized that distinct meta-cognitive profiles, both hypernosognosia and anosognosia, might be identified in preclinical-AD. This research evaluated the association between cerebrospinal fluid (CSF) AD biomarkers and the awareness of episodic memory, further exploring dyadic (participant-partner) SCD reports, in the preclinical Alzheimer's continuum., Methods: We analyzed 314 cognitively unimpaired (CU) middle-aged individuals (mean age: 60, SD: 4) from the ALFA+ cohort study. Episodic memory was evaluated with the delayed recall from the Memory Binding Test (MBT). Awareness of episodic memory, meta-memory, was defined as the normalized discrepancy between objective and subjective performance. SCD was defined using self-report, and dyadic SCD profiles incorporated the study partner's report using parallel SCD-Questionnaires. The relationship between CSF Aβ42/40 and CSF p-tau181 with meta-memory was evaluated with multivariable regression models. The role of SCD and the dyadic contingency was explored with the corresponding stratified analysis., Results: CSF Aβ42/40 was non-linearly associated with meta-memory, showing an increased awareness up to Aβ-positivity and a decreased awareness beyond this threshold. In the non-SCD subset, the non-linear association between CSF Aβ42/40 and meta-memory persisted. In the SCD subset, higher Aβ-pathology was linearly associated with increased awareness. Individuals presenting only study partner's SCD, defined as unaware decliners, exhibited higher levels of CSF p-tau181 correlated with lower meta-memory performance., Discussion: These results suggested that distinct meta-cognitive profiles can be identified in preclinical-AD. While most individuals might experience an increased awareness associated with the entrance in the AD continuum, hypernosognosia, some might be already losing insight and stepping into the anosognosic trajectory. This research reinforced that an early anosognosic profile, although at increased risk of AD-related decline, might be currently overlooked considering actual diagnostic criteria, and therefore its medical attention delayed., Competing Interests: GS-B worked as a consultant for Roche Farma, S.A. MS-C has given lectures in symposia sponsored by Almirall, Eli Lilly, Novo Nordisk, Roche Diagnostics, and Roche Farma; received consultancy fees (paid to the institution) from Roche Diagnostics; and served on advisory boards of Roche Diagnostics and Grifols. He was granted a project and is a site investigator of a clinical trial (funded to the institution) by Roche Diagnostics. In-kind support for research (to the institution) was received from ADx Neurosciences, Alamar Biosciences, Avid Radiopharmaceuticals, Eli Lilly, Fujirebio, Janssen Research & Development, and Roche Diagnostics. JDG has received research support from GE HealthCare, Roche Diagnostics, Hoffman – La Roche, spearer/consultant fees from Biogen, Philips Nederlands, Roche Diagnostics and Life-Molecular Imaging, and serves in the Molecular Neuroimaging Advisory Board of Prothena Biosciences. HZ has served at scientific advisory boards and/or as a consultant for Abbvie, Acumen, Alector, Alzinova, ALZPath, Amylyx, Annexon, Apellis, Artery Therapeutics, AZTherapies, Cognito Therapeutics, CogRx, Denali, Eisai, Merry Life, Nervgen, Novo Nordisk, Optoceutics, Passage Bio, Pinteon Therapeutics, Prothena, Red Abbey Labs, reMYND, Roche, Samumed, Siemens Healthineers, Triplet Therapeutics, and Wave, has given lectures in symposia sponsored by Alzecure, Biogen, Cellectricon, Fujirebio, Lilly, Novo Nordisk, and Roche, and is a co-founder of Brain Biomarker Solutions in Gothenburg AB (BBS), which is a part of the GU Ventures Incubator Program (outside submitted work). KB has served as a consultant and at advisory boards for Acumen, ALZPath, BioArctic, Biogen, Eisai, Lilly, Moleac Pte. Ltd, Novartis, Ono Pharma, Prothena, Roche Diagnostics, and Siemens Healthineers; has served at data monitoring committees for Julius Clinical and Novartis; has given lectures, produced educational materials and participated in educational programs for AC Immune, Biogen, Celdara Medical, Eisai and Roche Diagnostics; and is a co-founder of Brain Biomarker Solutions in Gothenburg AB (BBS), which is a part of the GU Ventures Incubator Program, outside the work presented in this manuscript. OG-R receives research funding from Roche Pharma. GK was a full-time employee of Roche Diagnostics GmbH, Penzberg, Germany. CQ-R was a full-time employee of Roche Diagnostics International Ltd, Rotkreuz, Switzerland. The rest of coauthors have nothing to disclose. COBAS and ELECSYS are trademarks of Roche. The NeuroToolKit is a panel of exploratory prototype assays designed to robustly evaluate biomarkers associated with key pathologic events characteristic of AD and other neurological disorders, used for research purposes only and not approved for clinical use (Roche Diagnostics International Ltd, Rotkreuz, Switzerland). Elecsys Phospho-Tau (181P) CSF and Elecsys Total-Tau CSF assays are approved for clinical use. All other product names and trademarks are the property of their respective owners. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision., (Copyright © 2024 López-Martos, Suárez-Calvet, Milà-Alomà, Gispert, Minguillon, Quijano-Rubio, Kollmorgen, Zetterberg, Blennow, Grau-Rivera and Sánchez-Benavides.)
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- 2024
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26. Compositional structural brain signatures capture Alzheimer's genetic risk on brain structure along the disease continuum .
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Genius P, Calle ML, Rodríguez-Fernández B, Minguillon C, Cacciaglia R, Garrido-Martin D, Esteller M, Navarro A, Gispert JD, and Vilor-Tejedor N
- Abstract
Introduction: Traditional brain imaging genetics studies have primarily focused on how genetic factors influence the volume of specific brain regions, often neglecting the overall complexity of brain architecture and its genetic underpinnings., Methods: This study analyzed data from participants across the Alzheimer's disease (AD) continuum from the ALFA and ADNI studies. We exploited compositional data analysis to examine relative brain volumetric variations that (i) differentiate cognitively unimpaired (CU) individuals, defined as amyloid-negative (A-) based on CSF profiling, from those at different AD stages, and (ii) associated with increased genetic susceptibility to AD, assessed using polygenic risk scores., Results: Distinct brain signatures differentiated CU A-individuals from amyloid-positive MCI and AD. Moreover, disease stage-specific signatures were associated with higher genetic risk of AD., Discussion: The findings underscore the complex interplay between genetics and disease stages in shaping brain structure, which could inform targeted preventive strategies and interventions in preclinical AD.
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- 2024
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27. APOE4 homozygozity represents a distinct genetic form of Alzheimer's disease.
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Fortea J, Pegueroles J, Alcolea D, Belbin O, Dols-Icardo O, Vaqué-Alcázar L, Videla L, Gispert JD, Suárez-Calvet M, Johnson SC, Sperling R, Bejanin A, Lleó A, and Montal V
- Subjects
- Aged, Aged, 80 and over, Female, Humans, Male, Middle Aged, Age of Onset, Amyloid metabolism, Amyloid genetics, Amyloid beta-Peptides cerebrospinal fluid, Amyloid beta-Peptides genetics, Amyloid beta-Peptides metabolism, Apolipoprotein E3 genetics, Cohort Studies, Positron-Emission Tomography, tau Proteins genetics, tau Proteins cerebrospinal fluid, Alzheimer Disease genetics, Alzheimer Disease pathology, Alzheimer Disease diagnostic imaging, Alzheimer Disease cerebrospinal fluid, Apolipoprotein E4 genetics, Biomarkers cerebrospinal fluid, Homozygote
- Abstract
This study aimed to evaluate the impact of APOE4 homozygosity on Alzheimer's disease (AD) by examining its clinical, pathological and biomarker changes to see whether APOE4 homozygotes constitute a distinct, genetically determined form of AD. Data from the National Alzheimer's Coordinating Center and five large cohorts with AD biomarkers were analyzed. The analysis included 3,297 individuals for the pathological study and 10,039 for the clinical study. Findings revealed that almost all APOE4 homozygotes exhibited AD pathology and had significantly higher levels of AD biomarkers from age 55 compared to APOE3 homozygotes. By age 65, nearly all had abnormal amyloid levels in cerebrospinal fluid, and 75% had positive amyloid scans, with the prevalence of these markers increasing with age, indicating near-full penetrance of AD biology in APOE4 homozygotes. The age of symptom onset was earlier in APOE4 homozygotes at 65.1, with a narrower 95% prediction interval than APOE3 homozygotes. The predictability of symptom onset and the sequence of biomarker changes in APOE4 homozygotes mirrored those in autosomal dominant AD and Down syndrome. However, in the dementia stage, there were no differences in amyloid or tau positron emission tomography across haplotypes, despite earlier clinical and biomarker changes. The study concludes that APOE4 homozygotes represent a genetic form of AD, suggesting the need for individualized prevention strategies, clinical trials and treatments., (© 2024. The Author(s), under exclusive licence to Springer Nature America, Inc.)
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- 2024
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28. Investigating reliable amyloid accumulation in Centiloids: Results from the AMYPAD Prognostic and Natural History Study.
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Bollack A, Collij LE, García DV, Shekari M, Altomare D, Payoux P, Dubois B, Grau-Rivera O, Boada M, Marquié M, Nordberg A, Walker Z, Scheltens P, Schöll M, Wolz R, Schott JM, Gismondi R, Stephens A, Buckley C, Frisoni GB, Hanseeuw B, Visser PJ, Vandenberghe R, Drzezga A, Yaqub M, Boellaard R, Gispert JD, Markiewicz P, Cash DM, Farrar G, and Barkhof F
- Subjects
- Humans, Male, Female, Aged, Prognosis, Middle Aged, Longitudinal Studies, Stilbenes, Brain diagnostic imaging, Brain metabolism, Benzothiazoles, Positron-Emission Tomography, Amyloid beta-Peptides metabolism, Alzheimer Disease diagnostic imaging, Alzheimer Disease metabolism, Aniline Compounds
- Abstract
Introduction: To support clinical trial designs focused on early interventions, our study determined reliable early amyloid-β (Aβ) accumulation based on Centiloids (CL) in pre-dementia populations., Methods: A total of 1032 participants from the Amyloid Imaging to Prevent Alzheimer's Disease-Prognostic and Natural History Study (AMYPAD-PNHS) and Insight46 who underwent [
18 F]flutemetamol, [18 F]florbetaben or [18 F]florbetapir amyloid-PET were included. A normative strategy was used to define reliable accumulation by estimating the 95th percentile of longitudinal measurements in sub-populations (NPNHS = 101/750, NInsight46 = 35/382) expected to remain stable over time. The baseline CL threshold that optimally predicts future accumulation was investigated using precision-recall analyses. Accumulation rates were examined using linear mixed-effect models., Results: Reliable accumulation in the PNHS was estimated to occur at >3.0 CL/year. Baseline CL of 16 [12,19] best predicted future Aβ-accumulators. Rates of amyloid accumulation were tracer-independent, lower for APOE ε4 non-carriers, and for subjects with higher levels of education., Discussion: Our results support a 12-20 CL window for inclusion into early secondary prevention studies. Reliable accumulation definition warrants further investigations., (© 2024 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)- Published
- 2024
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29. The mediating role of neuroimaging-derived biological brain age in the association between risk factors for dementia and cognitive decline in middle-aged and older individuals without cognitive impairment: a cohort study.
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Cumplido-Mayoral I, Brugulat-Serrat A, Sánchez-Benavides G, González-Escalante A, Anastasi F, Milà-Alomà M, López-Martos D, Akinci M, Falcón C, Shekari M, Cacciaglia R, Arenaza-Urquijo EM, Minguillón C, Fauria K, Molinuevo JL, Suárez-Calvet M, Grau-Rivera O, Vilaplana V, and Gispert JD
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- Humans, Middle Aged, Aged, Cohort Studies, Longitudinal Studies, Positron-Emission Tomography, Neuropsychological Tests, Neuroimaging, Brain diagnostic imaging, Brain metabolism, Risk Factors, Alzheimer Disease diagnostic imaging, Alzheimer Disease epidemiology, Cognitive Dysfunction diagnostic imaging, Cognitive Dysfunction epidemiology
- Abstract
Background: Neuroimaging-based brain-age delta has been shown to be a mediator linking cardiovascular risk factors to cognitive function. We aimed to assess the mediating role of brain-age delta in the association between modifiable risk factors of dementia and longitudinal cognitive decline in middle-aged and older individuals who are asymptomatic, stratified by Alzheimer's disease pathology. We also explored whether the mediation effect is specific to cognitive domain., Methods: In this cohort study, we included participants from the ALFA+ cohort aged between 45 years and 65 years who were cognitively unimpaired and who had available structural MRI, cerebrospinal fluid β-amyloid (Aβ)42 and Aβ40 measurements obtained within 1 year of each other, modifiable risk factors assessment, and cognitive evaluation over 3 years. Participants were recruited from the Barcelonaβeta Brain Research Center (Barcelona, Spain). Included individuals underwent a first assessment between Oct 25, 2016, and Jan 28, 2020, and a follow-up cognitive assessment 3·28 (SD 0·27) years later. We computed brain-age delta and composites of different cognitive function domains (preclinical Alzheimer's cognitive composite [PACC], attention, executive function, episodic memory, visual processing, and language). We used partial least squares path modelling to explore mediation effects in the associations between modifiable risk factors (including cardiovascular, mental health, mood, metabolic or endocrine history, and alcohol use) and changes in cognitive composites. To assess the role of Alzheimer's disease pathology, we computed separate models for Aβ-negative and Aβ-positive individuals., Findings: Of the 419 participants enrolled in ALFA+, 302 met our inclusion criteria, of which 108 participants were classified as Aβ-positive and 194 as Aβ-negative. In Aβ-positive individuals, brain-age delta partially mediated (percent mediation proportion 15·73% [95% CI 14·22-16·66]) the association between modifiable risk factors and decline in overall cognition (across cognitive domains). Brain-age delta fully mediated (mediation proportion 28·03% [26·25-29·21]) the effect of modifiable risk factors on the PACC, wherein increased values for risk factors correlated with an older brain-age delta, and, consequently, an older brain-age delta was linked to greater PACC decline. This effect appears to be primarily driven by memory decline. Mediation was not significant in Aβ-negative individuals (3·52% [0·072-4·17]) on PACC, although path coefficients were not significantly different from those in the Aβ-positive group., Interpretation: Our findings suggest that brain-age delta captures the association between modifiable risk factors and longitudinal cognitive decline in middle-aged and older people. In asymptomatic middle-aged and older individuals who are Aβ-positive, the pathology might be the strongest driver of cognitive decline, whereas the effect of risk factors is smaller. Our results highlight the potential of brain-age delta as an objective outcome measure for preventive lifestyle interventions targeting cognitive decline., Funding: La Caixa Foundation, the TriBEKa Imaging Platform, and the Universities and Research Secretariat of the Catalan Government., Translation: For the Spanish translation of the abstract see Supplementary Materials section., Competing Interests: Declaration of interests MS-C has served as a consultant and at advisory boards for Roche Diagnostics International and Grifols; has given lectures in symposia sponsored by Roche Diagnostics and Roche Farma; and was granted with a project funded by Roche Diagnostics International. JLM is currently a full-time employee of H Lundbeck and previously has served as a consultant for, served on advisory boards for, or has given lectures in symposia sponsored by Roche Diagnostics, Genentech, Novartis, Lundbeck, Oryzon, Biogen, Lilly, Janssen, Green Valley, Merck & Co, Eisai, Alector, BioCross, GE Healthcare, and ProMIS Neurosciences. JDG receives research funding from Roche Diagnostics and GE Healthcare and has given lectures in symposia sponsored by Biogen and Philips. GS-B has served as a consultant for Roche Farma. OG-R receives research funding from F Hoffmann-La Roche and has given lectures in symposia sponsored by Roche Diagnostics. All other authors declare no competing interests., (Copyright © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license. Published by Elsevier Ltd.. All rights reserved.)
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- 2024
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30. Association Between Years of Education and Amyloid Burden in Patients With Subjective Cognitive Decline, MCI, and Alzheimer Disease.
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Hönig M, Altomare D, Caprioglio C, Collij L, Barkhof F, Van Berckel B, Scheltens P, Farrar G, Battle MR, Theis H, Giehl K, Bischof GN, Garibotto V, Molinuevo JLL, Grau-Rivera O, Delrieu J, Payoux P, Demonet JF, Nordberg AK, Savitcheva I, Walker Z, Edison P, Stephens AW, Gismondi R, Jessen F, Buckley CJ, Gispert JD, Frisoni GB, and Drzezga A
- Subjects
- Aged, Female, Humans, Male, Amyloid, Amyloid beta-Peptides, Amyloidogenic Proteins, Biomarkers, Educational Status, Longitudinal Studies, Positron-Emission Tomography, Multicenter Studies as Topic, Randomized Controlled Trials as Topic, Alzheimer Disease diagnostic imaging, Alzheimer Disease epidemiology, Cognitive Dysfunction diagnostic imaging, Cognitive Dysfunction epidemiology
- Abstract
Objectives: Higher-educated patients with Alzheimer disease (AD) can harbor greater neuropathologic burden than those with less education despite similar symptom severity. In this study, we assessed whether this observation is also present in potential preclinical AD stages, namely in individuals with subjective cognitive decline and clinical features increasing AD likelihood (SCD+)., Methods: Amyloid-PET information ([
18 F]Flutemetamol or [18 F]Florbetaben) of individuals with SCD+, mild cognitive impairment (MCI), and AD were retrieved from the AMYPAD-DPMS cohort, a multicenter randomized controlled study. Group classification was based on the recommendations by the SCD-I and NIA-AA working groups. Amyloid PET images were acquired within 8 months after initial screening and processed with AMYPYPE. Amyloid load was based on global Centiloid (CL) values. Educational level was indexed by formal schooling and subsequent higher education in years. Using linear regression analysis, the main effect of education on CL values was tested across the entire cohort, followed by the assessment of an education-by-diagnostic-group interaction (covariates: age, sex, and recruiting memory clinic). To account for influences of non-AD pathology and comorbidities concerning the tested amyloid-education association, we compared white matter hyperintensity (WMH) severity, cardiovascular events, depression, and anxiety history between lower-educated and higher-educated groups within each diagnostic category using the Fisher exact test or χ2 test. Education groups were defined using a median split on education (Md = 13 years) in a subsample of the initial cohort, for whom this information was available., Results: Across the cohort of 212 individuals with SCD+ (M(Age) = 69.17 years, F 42.45%), 258 individuals with MCI (M(Age) = 72.93, F 43.80%), and 195 individuals with dementia (M(Age) = 74.07, F 48.72%), no main effect of education (ß = 0.52, 95% CI -0.30 to 1.58), but a significant education-by-group interaction on CL values, was found ( p = 0.024) using linear regression modeling. This interaction was driven by a negative association of education and CL values in the SCD+ group (ß = -0.11, 95% CI -4.85 to -0.21) and a positive association in the MCI group (ß = 0.15, 95% CI 0.79-5.22). No education-dependent differences in terms of WMH severity and comorbidities were found in the subsample (100 cases with SCD+, 97 cases with MCI, 72 cases with dementia)., Discussion: Education may represent a factor oppositely modulating subjective awareness in preclinical stages and objective severity of ongoing neuropathologic processes in clinical stages.- Published
- 2024
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31. Genetic characterization of the ALFA study: Uncovering genetic profiles in the Alzheimer's continuum.
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Vilor-Tejedor N, Genius P, Rodríguez-Fernández B, Minguillón C, Sadeghi I, González-Escalante A, Crous-Bou M, Suárez-Calvet M, Grau-Rivera O, Brugulat-Serrat A, Sánchez-Benavides G, Esteller M, Fauria K, Molinuevo JL, Navarro A, and Gispert JD
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- Humans, Genetic Profile, Biomarkers, Genetic Predisposition to Disease, Amyloid beta-Peptides genetics, tau Proteins genetics, Alzheimer Disease pathology
- Abstract
Introduction: In 2013, the ALzheimer's and FAmilies (ALFA) project was established to investigate pathophysiological changes in preclinical Alzheimer's disease (AD), and to foster research on early detection and preventive interventions., Methods: We conducted a comprehensive genetic characterization of ALFA participants with respect to neurodegenerative/cerebrovascular diseases, AD biomarkers, brain endophenotypes, risk factors and aging biomarkers. We placed particular emphasis on amyloid/tau status and assessed gender differences. Multiple polygenic risk scores were computed to capture different aspects of genetic predisposition. We additionally compared AD risk in ALFA to that across the full disease spectrum from the Alzheimer's Disease Neuroimaging Initiative (ADNI)., Results: Results show that the ALFA project has been successful at establishing a cohort of cognitively unimpaired individuals at high genetic predisposition of AD., Discussion: It is, therefore, well-suited to study early pathophysiological changes in the preclinical AD continuum. Highlights Prevalence of ε4 carriers in ALzheimer and FAmilies (ALFA) is higher than in the general European population The ALFA study is highly enriched in Alzheimer's disease (AD) genetic risk factors beyond APOE AD genetic profiles in ALFA are similar to clinical groups along the continuum ALFA has succeeded in establishing a cohort of cognitively unimpaired individuals at high genetic AD risk ALFA is well suited to study pathogenic events/early pathophysiological changes in AD., (© 2023 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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32. APOE ɛ4 exacerbates age-dependent deficits in cortical microstructure.
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Mak E, Dounavi ME, Operto G, Ziukelis ET, Jones PS, Low A, Swann P, Newton C, Muniz Terrera G, Malhotra P, Koychev I, Falcon C, Mackay C, Lawlor B, Naci L, Wells K, Ritchie C, Ritchie K, Su L, Gispert JD, and O'Brien JT
- Abstract
The apolipoprotein E ɛ4 allele is the primary genetic risk factor for the sporadic type of Alzheimer's disease. However, the mechanisms by which apolipoprotein E ɛ4 are associated with neurodegeneration are still poorly understood. We applied the Neurite Orientation Dispersion Model to characterize the effects of apolipoprotein ɛ4 and its interactions with age and education on cortical microstructure in cognitively normal individuals. Data from 1954 participants were included from the PREVENT-Dementia and ALFA (ALzheimer and FAmilies) studies (mean age = 57, 1197 non-carriers and 757 apolipoprotein E ɛ4 carriers). Structural MRI datasets were processed with FreeSurfer v7.2. The Microstructure Diffusion Toolbox was used to derive Orientation Dispersion Index maps from diffusion MRI datasets. Primary analyses were focused on (i) the main effects of apolipoprotein E ɛ4, and (ii) the interactions of apolipoprotein E ɛ4 with age and education on lobar and vertex-wise Orientation Dispersion Index and implemented using Permutation Analysis of Linear Models. There were apolipoprotein E ɛ4 × age interactions in the temporo-parietal and frontal lobes, indicating steeper age-dependent Orientation Dispersion Index changes in apolipoprotein E ɛ4 carriers. Steeper age-related Orientation Dispersion Index declines were observed among apolipoprotein E ɛ4 carriers with lower years of education. We demonstrated that apolipoprotein E ɛ4 worsened age-related Orientation Dispersion Index decreases in brain regions typically associated with atrophy patterns of Alzheimer's disease. This finding also suggests that apolipoprotein E ɛ4 may hasten the onset age of dementia by accelerating age-dependent reductions in cortical Orientation Dispersion Index., Competing Interests: Unrelated to this work, J.T.O.B. has received honoraria for work as DSMB chair or member for TauRx, Axon, Eisai, has acted as a consultant for Roche, and has received research support from Alliance Medical and Merck., (© The Author(s) 2024. Published by Oxford University Press on behalf of the Guarantors of Brain.)
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- 2024
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33. Impact of simulated reduced injected dose on the assessment of amyloid PET scans.
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Young P, Heeman F, Axelsson J, Collij LE, Hitzel A, Sanaat A, Niñerola-Baizan A, Perissinotti A, Lubberink M, Frisoni GB, Zaidi H, Barkhof F, Farrar G, Baker S, Gispert JD, Garibotto V, Rieckmann A, and Schöll M
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- Humans, Benzothiazoles, Amyloid metabolism, Positron-Emission Tomography methods, Amyloid beta-Peptides metabolism, Brain metabolism, Aniline Compounds, Alzheimer Disease diagnostic imaging, Stilbenes
- Abstract
Purpose: To investigate the impact of reduced injected doses on the quantitative and qualitative assessment of the amyloid PET tracers [
18 F]flutemetamol and [18 F]florbetaben., Methods: Cognitively impaired and unimpaired individuals (N = 250, 36% Aβ-positive) were included and injected with [18 F]flutemetamol (N = 175) or [18 F]florbetaben (N = 75). PET scans were acquired in list-mode (90-110 min post-injection) and reduced-dose images were simulated to generate images of 75, 50, 25, 12.5 and 5% of the original injected dose. Images were reconstructed using vendor-provided reconstruction tools and visually assessed for Aβ-pathology. SUVRs were calculated for a global cortical and three smaller regions using a cerebellar cortex reference tissue, and Centiloid was computed. Absolute and percentage differences in SUVR and CL were calculated between dose levels, and the ability to discriminate between Aβ- and Aβ + scans was evaluated using ROC analyses. Finally, intra-reader agreement between the reduced dose and 100% images was evaluated., Results: At 5% injected dose, change in SUVR was 3.72% and 3.12%, with absolute change in Centiloid 3.35CL and 4.62CL, for [18 F]flutemetamol and [18 F]florbetaben, respectively. At 12.5% injected dose, percentage change in SUVR and absolute change in Centiloid were < 1.5%. AUCs for discriminating Aβ- from Aβ + scans were high (AUC ≥ 0.94) across dose levels, and visual assessment showed intra-reader agreement of > 80% for both tracers., Conclusion: This proof-of-concept study showed that for both [18 F]flutemetamol and [18 F]florbetaben, adequate quantitative and qualitative assessments can be obtained at 12.5% of the original injected dose. However, decisions to reduce the injected dose should be made considering the specific clinical or research circumstances., (© 2023. The Author(s).)- Published
- 2024
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34. Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
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Sudre CH, Van Wijnen K, Dubost F, Adams H, Atkinson D, Barkhof F, Birhanu MA, Bron EE, Camarasa R, Chaturvedi N, Chen Y, Chen Z, Chen S, Dou Q, Evans T, Ezhov I, Gao H, Girones Sanguesa M, Gispert JD, Gomez Anson B, Hughes AD, Ikram MA, Ingala S, Jaeger HR, Kofler F, Kuijf HJ, Kutnar D, Lee M, Li B, Lorenzini L, Menze B, Molinuevo JL, Pan Y, Puybareau E, Rehwald R, Su R, Shi P, Smith L, Tillin T, Tochon G, Urien H, van der Velden BHM, van der Velpen IF, Wiestler B, Wolters FJ, Yilmaz P, de Groot M, Vernooij MW, and de Bruijne M
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- Humans, Reproducibility of Results, Cerebral Hemorrhage, Computers, Magnetic Resonance Imaging methods, Cerebral Small Vessel Diseases diagnostic imaging
- Abstract
Imaging markers of cerebral small vessel disease provide valuable information on brain health, but their manual assessment is time-consuming and hampered by substantial intra- and interrater variability. Automated rating may benefit biomedical research, as well as clinical assessment, but diagnostic reliability of existing algorithms is unknown. Here, we present the results of the VAscular Lesions DetectiOn and Segmentation (Where is VALDO?) challenge that was run as a satellite event at the international conference on Medical Image Computing and Computer Aided Intervention (MICCAI) 2021. This challenge aimed to promote the development of methods for automated detection and segmentation of small and sparse imaging markers of cerebral small vessel disease, namely enlarged perivascular spaces (EPVS) (Task 1), cerebral microbleeds (Task 2) and lacunes of presumed vascular origin (Task 3) while leveraging weak and noisy labels. Overall, 12 teams participated in the challenge proposing solutions for one or more tasks (4 for Task 1-EPVS, 9 for Task 2-Microbleeds and 6 for Task 3-Lacunes). Multi-cohort data was used in both training and evaluation. Results showed a large variability in performance both across teams and across tasks, with promising results notably for Task 1-EPVS and Task 2-Microbleeds and not practically useful results yet for Task 3-Lacunes. It also highlighted the performance inconsistency across cases that may deter use at an individual level, while still proving useful at a population level., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Carole H Sudre reports financial support was provided by Alzheimer’s Society. Marleen de Bruijne reports financial support was provided by Netherlands Organisation for Scientific Research. Kimberlin van Wijnen reports financial support was provided by Netherlands Organisation for Scientific Research. Shuai Chen reports financial support was provided by Netherlands Organisation for Scientific Research. Silvia Ingala, Luigi Lorenzini, Frederik Barkhof reports financial support was provided by EU Framework Horizon 2020 Research and Innovation. Florian Kofler, Bjoern Menze, Benedikt Wiestler reports financial support was provided by Deutsche Forschung Gemeinschaft. Hugo J Kuijf reports financial support was provided by Galen and Hilary Weston Foundation. Juan Domingo Gispert reports financial support was provided by Spanish Ministry of Science and Innovation. Bjoern Menze reports financial support was provided by Helmut Horten Foundation. Florian Dubost reports financial support was provided by Netherlands Organisation for Health Research and Development. Ivan Ezhov reports financial support was provided by DComEx. Marius de Groot reports a relationship with GlaxoSmithKline that includes: employment and equity or stocks. Jose Luis Molinuevo reports a relationship with Lundbeck that includes: employment. Jose Luis Molinuevo reports a relationship with Roche Diagnostics that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Genentech Inc that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Novartis that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Oryzon Genomics, S.A. that includes: board membership, consulting or advisory, and speaking and lecture fees. Juan Domingo Gispert reports a relationship with GE Healthcare that includes: funding grants. Juan Domingo Gispert reports a relationship with Roche Diagnostics that includes: funding grants. Juan Domingo Gispert reports a relationship with Hoffmann-La Roche Limited that includes: funding grants. Juan Domingo Gispert reports a relationship with Biogen that includes: speaking and lecture fees. Juan Domingo Gispert reports a relationship with Philips that includes: speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Lilly that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Green Valley that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Janssen that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with MSD that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Alector that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with BioCross that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with Eisai that includes: board membership, consulting or advisory, and speaking and lecture fees. Jose Luis Molinuevo reports a relationship with ProMIS Neurosciences Inc that includes: board membership, consulting or advisory, and speaking and lecture fees. NVIDIA and Icometrix provided the challenge prizes., (Copyright © 2023 The Author(s). Published by Elsevier B.V. All rights reserved.)
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- 2024
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35. Neuroimaging Methods for MRI Analysis in CSF Biomarkers Studies.
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Falcon C, Operto G, Molinuevo JL, and Gispert JD
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- Humans, tau Proteins cerebrospinal fluid, Cross-Sectional Studies, Magnetic Resonance Imaging methods, Neuroimaging, Biomarkers cerebrospinal fluid, Amyloid beta-Peptides cerebrospinal fluid, Alzheimer Disease diagnostic imaging, Alzheimer Disease cerebrospinal fluid
- Abstract
Among others, the existence of pathophysiological biomarkers such as cerebrospinal fluid (CSF) Aβ-42, t-tau, and p-tau preceding the onset of Alzheimer's disease (AD) symptomatology has shifted the conceptualization of AD as a continuum. In addition, magnetic resonance imaging (MRI) enables the study of structural and functional cross-sectional correlates and longitudinal changes in vivo, and therefore, the combination of CSF data and imaging analyses emerges as a synergistic approach to understand the structural correlates related with specific AD-related biomarkers. In this chapter, we describe the methods used in neuroimaging that will allow researchers to combine data on CSF metabolites with imaging analyses., (© 2024. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.)
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- 2024
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36. Astrocyte biomarkers GFAP and YKL-40 mediate early Alzheimer's disease progression.
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Pelkmans W, Shekari M, Brugulat-Serrat A, Sánchez-Benavides G, Minguillón C, Fauria K, Molinuevo JL, Grau-Rivera O, González Escalante A, Kollmorgen G, Carboni M, Ashton NJ, Zetterberg H, Blennow K, Suarez-Calvet M, and Gispert JD
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- Humans, Amyloid beta-Peptides metabolism, Astrocytes metabolism, Biomarkers cerebrospinal fluid, Chitinase-3-Like Protein 1, Glial Fibrillary Acidic Protein metabolism, Gliosis pathology, Inflammation, Intermediate Filaments metabolism, Intermediate Filaments pathology, tau Proteins cerebrospinal fluid, Alzheimer Disease metabolism
- Abstract
Introduction: We studied how biomarkers of reactive astrogliosis mediate the pathogenic cascade in the earliest Alzheimer's disease (AD) stages., Methods: We performed path analysis on data from 384 cognitively unimpaired individuals from the ALzheimer and FAmilies (ALFA)+ study using structural equation modeling to quantify the relationships between biomarkers of reactive astrogliosis and the AD pathological cascade., Results: Cerebrospinal fluid (CSF) amyloid beta (Aβ)
42/40 was associated with Aβ aggregation on positron emission tomography (PET) and with CSF p-tau181 , which was in turn directly associated with CSF neurofilament light (NfL). Plasma glial fibrillary acidic protein (GFAP) mediated the relationship between CSF Aβ42/40 and Aβ-PET, and CSF YKL-40 partly explained the association between Aβ-PET, p-tau181 , and NfL., Discussion: Our results suggest that reactive astrogliosis, as indicated by different fluid biomarkers, influences the pathogenic cascade during the preclinical stage of AD. While plasma GFAP mediates the early association between soluble and insoluble Aβ, CSF YKL-40 mediates the latter association between Aβ and downstream Aβ-induced tau pathology and tau-induced neuronal injury., Highlights: Lower CSF Aβ42/40 was directly linked to higher plasma GFAP concentrations. Plasma GFAP partially explained the relationship between soluble Aβ and insoluble Aβ. CSF YKL-40 mediated Aβ-induced tau phosphorylation and tau-induced neuronal injury., (© 2023 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)- Published
- 2024
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37. Differential effects of sleep on brain structure and metabolism at the preclinical stages of AD.
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Stankeviciute L, Falcon C, Operto G, Garcia M, Shekari M, Iranzo Á, Niñerola-Baizán A, Perissinotti A, Minguillón C, Fauria K, Molinuevo JL, Zetterberg H, Blennow K, Suárez-Calvet M, Cacciaglia R, Gispert JD, and Grau-Rivera O
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- Adult, Humans, Brain pathology, Gray Matter pathology, Magnetic Resonance Imaging, Positron-Emission Tomography methods, Sleep, Biomarkers cerebrospinal fluid, Amyloid beta-Peptides metabolism, Alzheimer Disease pathology, Cognitive Dysfunction metabolism
- Abstract
Introduction: Poor sleep quality is associated with cognitive outcomes in Alzheimer's disease (AD). We analyzed the associations between self-reported sleep quality and brain structure and function in cognitively unimpaired (CU) individuals., Methods: CU adults (N = 339) underwent structural magnetic resonance imaging, lumbar puncture, and the Pittsburgh Sleep Quality Index (PSQI) questionnaire. A subset (N = 295) performed [18F] fluorodeoxyglucose positron emission tomography scans. Voxel-wise associations with gray matter volumes (GMv) and cerebral glucose metabolism (CMRGlu) were performed including interactions with cerebrospinal fluid (CSF) AD biomarkers status., Results: Poorer sleep quality was associated with lower GMv and CMRGlu in the orbitofrontal and cingulate cortices independently of AD pathology. Self-reported sleep quality interacted with altered core AD CSF biomarkers in brain areas known to be affected in preclinical AD stages., Discussion: Poor sleep quality may impact brain structure and function independently from AD pathology. Alternatively, AD-related neurodegeneration in areas involved in sleep-wake regulation may induce or worsen sleep disturbances. Highlights Poor sleep impacts brain structure and function independent of Alzheimer's disease (AD) pathology. Poor sleep exacerbates brain changes observed in preclinical AD. Sleep is an appealing therapeutic strategy for preventing AD., (© 2023 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2023
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38. Recruitment of pre-dementia participants: main enrollment barriers in a longitudinal amyloid-PET study.
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Bader I, Bader I, Lopes Alves I, Vállez García D, Vellas B, Dubois B, Boada M, Marquié M, Altomare D, Scheltens P, Vandenberghe R, Hanseeuw B, Schöll M, Frisoni GB, Jessen F, Nordberg A, Kivipelto M, Ritchie CW, Grau-Rivera O, Molinuevo JL, Ford L, Stephens A, Gismondi R, Gispert JD, Farrar G, Barkhof F, Visser PJ, and Collij LE
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- Humans, Amyloid, Amyloid beta-Peptides, Amyloidogenic Proteins, Cognition, Longitudinal Studies, Positron-Emission Tomography, Male, Female, Alzheimer Disease diagnostic imaging, Alzheimer Disease epidemiology, Cognitive Dysfunction
- Abstract
Background: The mismatch between the limited availability versus the high demand of participants who are in the pre-dementia phase of Alzheimer's disease (AD) is a bottleneck for clinical studies in AD. Nevertheless, potential enrollment barriers in the pre-dementia population are relatively under-reported. In a large European longitudinal biomarker study (the AMYPAD-PNHS), we investigated main enrollment barriers in individuals with no or mild symptoms recruited from research and clinical parent cohorts (PCs) of ongoing observational studies., Methods: Logistic regression was used to predict study refusal based on sex, age, education, global cognition (MMSE), family history of dementia, and number of prior study visits. Study refusal rates and categorized enrollment barriers were compared between PCs using chi-squared tests., Results: 535/1856 (28.8%) of the participants recruited from ongoing studies declined participation in the AMYPAD-PNHS. Only for participants recruited from clinical PCs (n = 243), a higher MMSE-score (β = - 0.22, OR = 0.80, p < .05), more prior study visits (β = - 0.93, OR = 0.40, p < .001), and positive family history of dementia (β = 2.08, OR = 8.02, p < .01) resulted in lower odds on study refusal. General study burden was the main enrollment barrier (36.1%), followed by amyloid-PET related burden (PC
research = 27.4%, PCclinical = 9.0%, X2 = 10.56, p = .001), and loss of research interest (PCclinical = 46.3%, PCresearch = 16.5%, X2 = 32.34, p < .001)., Conclusions: The enrollment rate for the AMYPAD-PNHS was relatively high, suggesting an advantage of recruitment via ongoing studies. In this observational cohort, study burden reduction and tailored strategies may potentially improve participant enrollment into trial readiness cohorts such as for phase-3 early anti-amyloid intervention trials. The AMYPAD-PNHS (EudraCT: 2018-002277-22) was approved by the ethical review board of the VU Medical Center (VUmc) as the Sponsor site and in every affiliated site., (© 2023. The Author(s).)- Published
- 2023
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39. Harmonization of brain PET images in multi-center PET studies using Hoffman phantom scan.
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Shekari M, Verwer EE, Yaqub M, Daamen M, Buckley C, Frisoni GB, Visser PJ, Farrar G, Barkhof F, Gispert JD, and Boellaard R
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Background: Image harmonization has been proposed to minimize heterogeneity in brain PET scans acquired in multi-center studies. However, standard validated methods and software tools are lacking. Here, we assessed the performance of a framework for the harmonization of brain PET scans in a multi-center European clinical trial., Method: Hoffman 3D brain phantoms were acquired in 28 PET systems and reconstructed using site-specific settings. Full Width at Half Maximum (FWHM) of the Effective Image Resolution (EIR) and harmonization kernels were estimated for each scan. The target EIR was selected as the coarsest EIR in the imaging network. Using "Hoffman 3D brain Analysis tool," indicators of image quality were calculated before and after the harmonization: The Coefficient of Variance (COV%), Gray Matter Recovery Coefficient (GMRC), Contrast, Cold-Spot RC, and left-to-right GMRC ratio. A COV% ≤ 15% and Contrast ≥ 2.2 were set as acceptance criteria. The procedure was repeated to achieve a 6-mm target EIR in a subset of scans. The method's robustness against typical dose-calibrator-based errors was assessed., Results: The EIR across systems ranged from 3.3 to 8.1 mm, and an EIR of 8 mm was selected as the target resolution. After harmonization, all scans met acceptable image quality criteria, while only 13 (39.4%) did before. The harmonization procedure resulted in lower inter-system variability indicators: Mean ± SD COV% (from 16.97 ± 6.03 to 7.86 ± 1.47%), GMRC Inter-Quartile Range (0.040-0.012), and Contrast SD (0.14-0.05). Similar results were obtained with a 6-mm FWHM target EIR. Errors of ± 10% in the DRO activity resulted in differences below 1 mm in the estimated EIR., Conclusion: Harmonizing the EIR of brain PET scans significantly reduced image quality variability while minimally affecting quantitative accuracy. This method can be used prospectively for harmonizing scans to target sharper resolutions and is robust against dose-calibrator errors. Comparable image quality is attainable in brain PET multi-center studies while maintaining quantitative accuracy., (© 2023. The Author(s).)
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- 2023
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40. Longitudinal interplay between subclinical atherosclerosis, cardiovascular risk factors, and cerebral glucose metabolism in midlife: results from the PESA prospective cohort study.
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Tristão-Pereira C, Fuster V, Oliva B, Moreno-Arciniegas A, Garcia-Lunar I, Perez-Herreras C, Schöll M, Suárez-Calvet M, Moro MA, Garcia-Alvarez A, Fernandez-Ortiz A, Sanchez-Gonzalez J, Zetterberg H, Blennow K, Ibanez B, Gispert JD, and Cortes-Canteli M
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- Male, Humans, Female, Middle Aged, Fluorodeoxyglucose F18, Longitudinal Studies, Prospective Studies, Risk Factors, Heart Disease Risk Factors, Glucose, Cardiovascular Diseases diagnostic imaging, Cardiovascular Diseases epidemiology, Neurodegenerative Diseases, Atherosclerosis epidemiology, Carotid Artery Diseases
- Abstract
Background: Cardiovascular disease and dementia often coexist at advanced stages. Yet, longitudinal studies examining the interplay between atherosclerosis and its risk factors on brain health in midlife are scarce. We aimed to characterise the longitudinal associations between cerebral glucose metabolism, subclinical atherosclerosis, and cardiovascular risk factors in middle-aged asymptomatic individuals., Methods: The Progression of Early Subclinical Atherosclerosis (PESA) study is a Spanish longitudinal observational cohort study of 4184 asymptomatic individuals aged 40-54 years (NCT01410318). Participants with subclinical atherosclerosis underwent longitudinal cerebral [
18 F]fluorodeoxyglucose ([18 F]FDG)-PET, and annual percentage change in [18 F]FDG uptake was assessed (primary outcome). Cardiovascular risk was quantified with SCORE2 and subclinical atherosclerosis with three-dimensional vascular ultrasound (exposures). Multivariate regression and linear mixed effects models were used to assess associations between outcomes and exposures. Additionally, blood-based biomarkers of neuropathology were quantified and mediation analyses were performed. Secondary analyses were corrected for multiple comparisons using the false discovery rate (FDR) approach., Findings: This longitudinal study included a PESA subcohort of 370 participants (median age at baseline 49·8 years [IQR 46·1-52·2]; 309 [84%] men, 61 [16%] women; median follow-up 4·7 years [IQR 4·2-5·2]). Baseline scans took place between March 6, 2013, and Jan 21, 2015, and follow-up scans between Nov 24, 2017, and Aug 7, 2019. Persistent high risk of cardiovascular disease was associated with an accelerated decline of cortical [18 F]FDG uptake compared with low risk (β=-0·008 [95% CI -0·013 to -0·002]; pFDR =0·040), with plasma neurofilament light chain, a marker of neurodegeneration, mediating this association by 20% (β=0·198 [0·008 to 0·740]; pFDR =0·050). Moreover, progression of subclinical carotid atherosclerosis was associated with an additional decline in [18 F]FDG uptake in Alzheimer's disease brain regions, not explained by cardiovascular risk (β=-0·269 [95% CI -0·509 to -0·027]; p=0·029)., Interpretation: Middle-aged asymptomatic individuals with persistent high risk of cardiovascular disease and subclinical carotid atherosclerosis already present brain metabolic decline, suggesting that maintenance of cardiovascular health during midlife could contribute to reductions in neurodegenerative disease burden later in life., Funding: Spanish Ministry of Science and Innovation, Instituto de Salud Carlos III, Santander Bank, Pro-CNIC Foundation, BrightFocus Foundation, BBVA Foundation, "la Caixa" Foundation., Competing Interests: Declaration of interests CT-P received travel grants from The Company of Biologists and International Society of Cerebral Blood Flow and Metabolism. JS-G is a Philips employee. MS has served as a consultant and at advisory boards for Roche Diagnostics International and NovoNordisk; and is a cofounder of ScanDx Sweden. MS-C has served as a consultant and at advisory boards for Roche Diagnostics International; given lectures in symposia sponsored by Roche Diagnostics and Roche Farma; and was granted with a project funded by Roche Diagnostics International. HZ has served at scientific advisory boards or as a consultant for AbbVie, Acumen, Alector, Alzinova, ALZPath, Annexon, Apellis, Artery Therapeutics, AZTherapies, CogRx, Denali, Eisai, Nervgen, Novo Nordisk, Optoceutics, Passage Bio, Pinteon Therapeutics, Prothena, Red Abbey Labs, reMYND, Roche, Samumed, Siemens Healthineers, Triplet Therapeutics, and Wave; has given lectures in symposia sponsored by Cellectricon, Fujirebio, Alzecure, Biogen, and Roche; and has served as chair of the Alzheimer's Association Global Biomarkers Standardization Consortium. KB has served at scientific advisory boards or as a consultant for Acumen, ALZpath, BioArctic, Biogen, Eisai, Lilly, Julius Clinical, Novartis, Ono Pharma, Roche Diagnostics, and Siemens Healthineers; and has produced or participated in educational programmes for Biogen, Eisai, and Roche Diagnostics. HZ and KB are cofounders of Brain Biomarker Solutions in Gothenburg, which is a part of the GU Ventures Incubator Program (unrelated to the submitted work). JDG reports research support from GE Healthcare, Roche Diagnostics, and Hoffmann-La Roche; has given lectures in symposia sponsored by General Electric, Philips, Life Molecular Imaging, and Biogen; has served on scientific advisory boards or as a consultant for Prothena and Roche Diagnostics; and is the inventor, founder, and co-owner of BetaScreen. All other authors declare no competing interests., (Copyright © 2023 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license. Published by Elsevier Ltd.. All rights reserved.)- Published
- 2023
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41. Clinical Effect of Early vs Late Amyloid Positron Emission Tomography in Memory Clinic Patients: The AMYPAD-DPMS Randomized Clinical Trial.
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Altomare D, Barkhof F, Caprioglio C, Collij LE, Scheltens P, Lopes Alves I, Bouwman F, Berkhof J, van Maurik IS, Garibotto V, Moro C, Delrieu J, Payoux P, Saint-Aubert L, Hitzel A, Molinuevo JL, Grau-Rivera O, Gispert JD, Drzezga A, Jessen F, Zeyen P, Nordberg A, Savitcheva I, Jelic V, Walker Z, Edison P, Demonet JF, Gismondi R, Farrar G, Stephens AW, and Frisoni GB
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- Humans, Male, Female, Aged, Brain metabolism, Prospective Studies, Positron-Emission Tomography, Amyloid metabolism, Amyloidogenic Proteins, Amyloid beta-Peptides metabolism, Alzheimer Disease psychology, Cognitive Dysfunction
- Abstract
Importance: Amyloid positron emission tomography (PET) allows the direct assessment of amyloid deposition, one of the main hallmarks of Alzheimer disease. However, this technique is currently not widely reimbursed because of the lack of appropriately designed studies demonstrating its clinical effect., Objective: To assess the clinical effect of amyloid PET in memory clinic patients., Design, Setting, and Participants: The AMYPAD-DPMS is a prospective randomized clinical trial in 8 European memory clinics. Participants were allocated (using a minimization method) to 3 study groups based on the performance of amyloid PET: arm 1, early in the diagnostic workup (within 1 month); arm 2, late in the diagnostic workup (after a mean [SD] 8 [2] months); or arm 3, if and when the managing physician chose. Participants were patients with subjective cognitive decline plus (SCD+; SCD plus clinical features increasing the likelihood of preclinical Alzheimer disease), mild cognitive impairment (MCI), or dementia; they were assessed at baseline and after 3 months. Recruitment took place between April 16, 2018, and October 30, 2020. Data analysis was performed from July 2022 to January 2023., Intervention: Amyloid PET., Main Outcome and Measure: The main outcome was the difference between arm 1 and arm 2 in the proportion of participants receiving an etiological diagnosis with a very high confidence (ie, ≥90% on a 50%-100% visual numeric scale) after 3 months., Results: A total of 844 participants were screened, and 840 were enrolled (291 in arm 1, 271 in arm 2, 278 in arm 3). Baseline and 3-month visit data were available for 272 participants in arm 1 and 260 in arm 2 (median [IQR] age: 71 [65-77] and 71 [65-77] years; 150/272 male [55%] and 135/260 male [52%]; 122/272 female [45%] and 125/260 female [48%]; median [IQR] education: 12 [10-15] and 13 [10-16] years, respectively). After 3 months, 109 of 272 participants (40%) in arm 1 had a diagnosis with very high confidence vs 30 of 260 (11%) in arm 2 (P < .001). This was consistent across cognitive stages (SCD+: 25/84 [30%] vs 5/78 [6%]; P < .001; MCI: 45/108 [42%] vs 9/102 [9%]; P < .001; dementia: 39/80 [49%] vs 16/80 [20%]; P < .001)., Conclusion and Relevance: In this study, early amyloid PET allowed memory clinic patients to receive an etiological diagnosis with very high confidence after only 3 months compared with patients who had not undergone amyloid PET. These findings support the implementation of amyloid PET early in the diagnostic workup of memory clinic patients., Trial Registration: EudraCT Number: 2017-002527-21.
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- 2023
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42. Quantification of [ 18 F]florbetaben amyloid-PET imaging in a mixed memory clinic population: The ABIDE project.
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Collij LE, Salvadó G, de Wilde A, Altomare D, Shekari M, Gispert JD, Bullich S, Stephens A, Barkhof F, Scheltens P, Bouwman F, and van der Flier WM
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- Humans, Positron-Emission Tomography methods, Aniline Compounds, Amyloid, Amyloidogenic Proteins, Amyloid beta-Peptides, Alzheimer Disease diagnostic imaging
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Introduction: We investigated amyloid-burden quantification in a mixed memory clinic population., Methods: [
18 F]Florbetaben amyloid-PET (positron emission tomography) scans of 348 patients were visually read and quantified using the Centiloid (CL) method. General linear models were used to assess CL differences across syndromic and etiological diagnosis. Linear mixed models were fitted to assess the predictive value of visual read (VR) and CL on longitudinal Mini-Mental Status Examination (MMSE)., Results: CL was associated with syndromic (F = 4.42, p = 0.014) and etiological diagnosis (F = -12.66, p < 0.001), with Alzheimer's disease (AD) patients showing the highest amyloid burden (62.9 ± 27.5), followed by dementia with Lewy bodies (DLB) (25.3 ± 35.5) and cardiovascular disease (CVD) (16.7 ± 24.5), and finally frontotemporal lobe degeneration (FTLD) (5.0 ± 17.22, t = -12.66, p < 0.001). CL remained predictive of etiological diagnosis (t = -2.41, p = 0.017) within the VR+ population (N = 157). VR was not a significant predictor of MMSE (t = -1.53, p = 0.13) for the SCD population (N = 90), whereas CL was (t = -3.30, p = 0.001)., Discussion: The extent of amyloid pathology through quantification holds clinical value, potentially in the context of differential diagnosis as well as prognosis., (© 2022 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)- Published
- 2023
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43. Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex.
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Cumplido-Mayoral I, García-Prat M, Operto G, Falcon C, Shekari M, Cacciaglia R, Milà-Alomà M, Lorenzini L, Ingala S, Meije Wink A, Mutsaerts HJMM, Minguillón C, Fauria K, Molinuevo JL, Haller S, Chetelat G, Waldman A, Schwarz AJ, Barkhof F, Suridjan I, Kollmorgen G, Bayfield A, Zetterberg H, Blennow K, Suárez-Calvet M, Vilaplana V, and Gispert JD
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- Humans, Male, Female, Brain metabolism, Amyloid beta-Peptides metabolism, Neuroimaging methods, Biomarkers, Machine Learning, Alzheimer Disease diagnostic imaging, Alzheimer Disease pathology
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Brain-age can be inferred from structural neuroimaging and compared to chronological age (brain-age delta) as a marker of biological brain aging. Accelerated aging has been found in neurodegenerative disorders like Alzheimer's disease (AD), but its validation against markers of neurodegeneration and AD is lacking. Here, imaging-derived measures from the UK Biobank dataset (N=22,661) were used to predict brain-age in 2,314 cognitively unimpaired (CU) individuals at higher risk of AD and mild cognitive impaired (MCI) patients from four independent cohorts with available biomarker data: ALFA+, ADNI, EPAD, and OASIS. Brain-age delta was associated with abnormal amyloid-β, more advanced stages (AT) of AD pathology and APOE -ε4 status. Brain-age delta was positively associated with plasma neurofilament light, a marker of neurodegeneration, and sex differences in the brain effects of this marker were found. These results validate brain-age delta as a non-invasive marker of biological brain aging in non-demented individuals with abnormal levels of biomarkers of AD and axonal injury., Competing Interests: IC, MG, GO, CF, MS, RC, MM, LL, SI, AM, HM, CM, KF, SH, GC, AW, FB, HZ, KB, VV, JG No competing interests declared, JM is currently a full-time employee of H. Lundbeck A/S and previously has served as a consultant or on advisory boards for the following for-profit companies or has given lectures in symposia sponsored by the following for-profit companies: Roche Diagnostics, Genentech, Novartis, Lundbeck, Oryzon, Biogen, Lilly, Janssen, Green Valley, MSD, Eisai, Alector, BioCross, GE Healthcare, and ProMIS Neurosciences, AS Employee of Takeda Pharmaceutical Company Ltd, IS Is a full-time employee and shareholder of Roche Diagnostics International Ltd, GK Is a full-time employee of Roche Diagnostics GmbH, AB Is a full-time employee and shareholder of Roche Diagnostics GmbH, MS Has served as a consultant and at advisory boards for Roche Diagnostics International Ltd and has given lectures in symposia sponsored by Roche Diagnostics, S.L.U, Roche Farma, S.A and Roche Sistemas de Diagnósticos, Sociedade Unipessoal, Lda, (© 2023, Cumplido-Mayoral et al.)
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- 2023
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44. NiftyPAD - Novel Python Package for Quantitative Analysis of Dynamic PET Data.
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Jiao J, Heeman F, Dixon R, Wimberley C, Lopes Alves I, Gispert JD, Lammertsma AA, van Berckel BNM, da Costa-Luis C, Markiewicz P, Cash DM, Cardoso MJ, Ourselin S, Yaqub M, and Barkhof F
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- Humans, Positron-Emission Tomography methods, Brain diagnostic imaging
- Abstract
Current PET datasets are becoming larger, thereby increasing the demand for fast and reproducible processing pipelines. This paper presents a freely available, open source, Python-based software package called NiftyPAD, for versatile analyses of static, full or dual-time window dynamic brain PET data. The key novelties of NiftyPAD are the analyses of dual-time window scans with reference input processing, pharmacokinetic modelling with shortened PET acquisitions through the incorporation of arterial spin labelling (ASL)-derived relative perfusion measures, as well as optional PET data-based motion correction. Results obtained with NiftyPAD were compared with the well-established software packages PPET and QModeling for a range of kinetic models. Clinical data from eight subjects scanned with four different amyloid tracers were used to validate the computational performance. NiftyPAD achieved [Formula: see text] correlation with PPET, with absolute difference [Formula: see text] for linearised Logan and MRTM2 methods, and [Formula: see text] correlation with QModeling, with absolute difference [Formula: see text] for basis function based SRTM and SRTM2 models. For the recently published SRTM ASL method, which is unavailable in existing software packages, high correlations with negligible bias were observed with the full scan SRTM in terms of non-displaceable binding potential ([Formula: see text]), indicating reliable model implementation in NiftyPAD. Together, these findings illustrate that NiftyPAD is versatile, flexible, and produces comparable results with established software packages for quantification of dynamic PET data. It is freely available ( https://github.com/AMYPAD/NiftyPAD ), and allows for multi-platform usage. The modular setup makes adding new functionalities easy, and the package is lightweight with minimal dependencies, making it easy to use and integrate into existing processing pipelines., (© 2023. The Author(s).)
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- 2023
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45. Eigenvector centrality dynamics are related to Alzheimer's disease pathological changes in non-demented individuals.
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Lorenzini L, Ingala S, Collij LE, Wottschel V, Haller S, Blennow K, Frisoni G, Chételat G, Payoux P, Lage-Martinez P, Ewers M, Waldman A, Wardlaw J, Ritchie C, Gispert JD, Mutsaerts HJMM, Visser PJ, Scheltens P, Tijms B, Barkhof F, and Wink AM
- Abstract
Amyloid-β accumulation starts in highly connected brain regions and is associated with functional connectivity alterations in the early stages of Alzheimer's disease. This regional vulnerability is related to the high neuronal activity and strong fluctuations typical of these regions. Recently, dynamic functional connectivity was introduced to investigate changes in functional network organization over time. High dynamic functional connectivity variations indicate increased regional flexibility to participate in multiple subnetworks, promoting functional integration. Currently, only a limited number of studies have explored the temporal dynamics of functional connectivity in the pre-dementia stages of Alzheimer's disease. We study the associations between abnormal cerebrospinal fluid amyloid and both static and dynamic properties of functional hubs, using eigenvector centrality, and their relationship with cognitive performance, in 701 non-demented participants from the European Prevention of Alzheimer's Dementia cohort. Voxel-wise eigenvector centrality was computed for the whole functional magnetic resonance imaging time series (static), and within a sliding window (dynamic). Differences in static eigenvector centrality between amyloid positive (A+) and negative (A-) participants and amyloid-tau groups were found in a general linear model. Dynamic eigenvector centrality standard deviation and range were compared between groups within clusters of significant static eigenvector centrality differences, and within 10 canonical resting-state networks. The effect of the interaction between amyloid status and cognitive performance on dynamic eigenvector centrality variability was also evaluated with linear models. Models were corrected for age, sex, and education level. Lower static centrality was found in A+ participants in posterior brain areas including a parietal and an occipital cluster; higher static centrality was found in a medio-frontal cluster. Lower eigenvector centrality variability (standard deviation) occurred in A+ participants in the frontal cluster. The default mode network and the dorsal visual networks of A+ participants had lower dynamic eigenvector centrality variability. Centrality variability in the default mode network and dorsal visual networks were associated with cognitive performance in the A- and A+ groups, with lower variability being observed in A+ participants with good cognitive scores. Our results support the role and timing of eigenvector centrality alterations in very early stages of Alzheimer's disease and show that centrality variability over time adds relevant information on the dynamic patterns that cause static eigenvector centrality alterations. We propose that dynamic eigenvector centrality is an early biomarker of the interplay between early Alzheimer's disease pathology and cognitive decline., Competing Interests: K.B. has served as a consultant, at advisory boards, or at data monitoring committees for Abcam, Axon, Biogen, JOMDD/Shimadzu. Julius Clinical, Lilly, MagQu, Novartis, Prothena, Roche Diagnostics, and Siemens Healthineers, and is a co-founder of Brain Biomarker Solutions in Gothenburg AB (BBS), which is a part of the GU Ventures Incubator Program (all outside the work presented in this paper). JDG has received speaker’s fees from Biogen and Philips., (© The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain.)
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- 2023
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46. Genotypic effects of APOE-ε4 on resting-state connectivity in cognitively intact individuals support functional brain compensation.
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Cacciaglia R, Operto G, Falcón C, de Echavarri-Gómez JMG, Sánchez-Benavides G, Brugulat-Serrat A, Milà-Alomà M, Blennow K, Zetterberg H, Molinuevo JL, Suárez-Calvet M, and Gispert JD
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- Humans, Genetic Predisposition to Disease genetics, Genotype, Magnetic Resonance Imaging, Neural Pathways physiology, Alzheimer Disease diagnostic imaging, Alzheimer Disease genetics, Apolipoprotein E4 genetics, Brain diagnostic imaging, Brain physiology, Brain Mapping methods, Cognition physiology, Nerve Net physiology
- Abstract
The investigation of resting-state functional connectivity (rsFC) in asymptomatic individuals at genetic risk for Alzheimer's disease (AD) enables discovering the earliest brain alterations in preclinical stages of the disease. The APOE-ε4 variant is the major genetic risk factor for AD, and previous studies have reported rsFC abnormalities in carriers of the ε4 allele. Yet, no study has assessed APOE-ε4 gene-dose effects on rsFC measures, and only a few studies included measures of cognitive performance to aid a clinical interpretation. We assessed the impact of APOE-ε4 on rsFC in a sample of 429 cognitively unimpaired individuals hosting a high number of ε4 homozygotes (n = 58), which enabled testing different models of genetic penetrance. We used independent component analysis and found a reduced rsFC as a function of the APOE-ε4 allelic load in the temporal default-mode and the medial temporal networks, while recessive effects were found in the extrastriate and limbic networks. Some of these results were replicated in a subsample with negative amyloid markers. Interaction with cognitive data suggests that such a network reorganization may support cognitive performance in the ε4-homozygotes. Our data indicate that APOE-ε4 shapes the functional architecture of the resting brain and favor the idea of a network-based functional compensation., (© The Author(s) 2022. Published by Oxford University Press.)
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- 2023
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47. Description of a European memory clinic cohort undergoing amyloid-PET: The AMYPAD Diagnostic and Patient Management Study.
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Altomare D, Collij L, Caprioglio C, Scheltens P, van Berckel BNM, Alves IL, Berkhof J, de Gier Y, Garibotto V, Moro C, Poitrine L, Delrieu J, Payoux P, Saint-Aubert L, Molinuevo JL, Grau-Rivera O, Gispert JD, Minguillón C, Fauria K, Sanchez MF, Rădoi A, Drzezga A, Jessen F, Escher C, Zeyen P, Nordberg A, Savitcheva I, Jelic V, Walker Z, Lee HY, Lee L, Demonet JF, Plaza Wuthrich S, Gismondi R, Farrar G, Barkhof F, Stephens AW, and Frisoni GB
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- Humans, Male, Female, Aged, Europe, Cohort Studies, Dementia diagnosis, Middle Aged, Cost-Benefit Analysis, Positron-Emission Tomography, Cognitive Dysfunction diagnosis
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Introduction: AMYPAD Diagnostic and Patient Management Study (DPMS) aims to investigate the clinical utility and cost-effectiveness of amyloid-PET in Europe. Here we present participants' baseline features and discuss the representativeness of the cohort., Methods: Participants with subjective cognitive decline plus (SCD+), mild cognitive impairment (MCI), or dementia were recruited in eight European memory clinics from April 16, 2018, to October 30, 2020, and randomized into three arms: ARM1, early amyloid-PET; ARM2, late amyloid-PET; and ARM3, free-choice., Results: A total of 840 participants (244 SCD+, 341 MCI, and 255 dementia) were enrolled. Sociodemographic/clinical features did not differ significantly among recruiting memory clinics or with previously reported cohorts. The randomization assigned 35% of participants to ARM1, 32% to ARM2, and 33% to ARM3; cognitive stages were distributed equally across the arms., Discussion: The features of AMYPAD-DPMS participants are as expected for a memory clinic population. This ensures the generalizability of future study results., (© 2022 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2023
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48. APOE-ε4 modulates the association between regional amyloid deposition and cognitive performance in cognitively unimpaired middle-aged individuals.
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Brugulat-Serrat A, Sánchez-Benavides G, Cacciaglia R, Salvadó G, Shekari M, Collij LE, Buckley C, van Berckel BNM, Perissinotti A, Niñerola-Baizán A, Milà-Alomà M, Vilor-Tejedor N, Operto G, Falcon C, Grau-Rivera O, Arenaza-Urquijo EM, Minguillón C, Fauria K, Molinuevo JL, Suárez-Calvet M, and Gispert JD
- Abstract
Purpose: To determine whether the APOE-ε4 allele modulates the relationship between regional β-amyloid (Aβ) accumulation and cognitive change in middle-aged cognitively unimpaired (CU) participants., Methods: The 352 CU participants (mean aged 61.1 [4.7] years) included completed two cognitive assessments (average interval 3.34 years), underwent [
18 F]flutemetamol Aβ positron emission tomography (PET), T1w magnetic resonance imaging (MRI), as well as APOE genotyping. Global and regional Aβ PET positivity was assessed across five regions-of-interest by visual reading (VR) and regional Centiloids. Linear regression models were developed to examine the interaction between regional and global Aβ PET positivity and APOE-ε4 status on longitudinal cognitive change assessed with the Preclinical Alzheimer's Cognitive Composite (PACC), episodic memory, and executive function, after controlling for age, sex, education, cognitive baseline scores, and hippocampal volume., Results: In total, 57 participants (16.2%) were VR+ of whom 41 (71.9%) were APOE-ε4 carriers. No significant APOE-ε4*global Aβ PET interactions were associated with cognitive change for any cognitive test. However, APOE-ε4 carriers who were VR+ in temporal areas (n = 19 [9.81%], p = 0.04) and in the striatum (n = 8 [4.14%], p = 0.01) exhibited a higher decline in the PACC. The temporal areas findings were replicated when regional PET positivity was determined with Centiloid values. Regionally, VR+ in the striatum was associated with higher memory decline. As for executive function, interactions between APOE-ε4 and regional VR+ were found in temporal and parietal regions, and in the striatum., Conclusion: CU APOE-ε4 carriers with a positive Aβ PET VR in regions known to accumulate amyloid at later stages of the Alzheimer's disease (AD) continuum exhibited a steeper cognitive decline. This work supports the contention that regional VR of Aβ PET might convey prognostic information about future cognitive decline in individuals at higher risk of developing AD., Clinicaltrials: gov Identifier: NCT02485730. Registered 20 June 2015 https://clinicaltrials.gov/ct2/show/NCT02485730 and ClinicalTrials.gov Identifier:NCT02685969. Registered 19 February 2016 https://clinicaltrials.gov/ct2/show/NCT02685969 ., (© 2023. The Author(s).)- Published
- 2023
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49. Identifying clinically useful biomarkers in neurodegenerative disease through a collaborative approach: the NeuroToolKit.
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Johnson SC, Suárez-Calvet M, Suridjan I, Minguillón C, Gispert JD, Jonaitis E, Michna A, Carboni M, Bittner T, Rabe C, Kollmorgen G, Zetterberg H, and Blennow K
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- Humans, tau Proteins cerebrospinal fluid, Amyloid beta-Peptides cerebrospinal fluid, Biomarkers cerebrospinal fluid, Neurodegenerative Diseases diagnosis, Alzheimer Disease cerebrospinal fluid
- Abstract
Background: Alzheimer's disease (AD) is a complex and heterogeneous disease, which requires reliable biomarkers for diagnosis and monitoring disease activity. Preanalytical protocol and technical variability associated with biomarker immunoassays makes comparability of biomarker data across multiple cohorts difficult. This study aimed to compare cerebrospinal fluid (CSF) biomarker results across independent cohorts, including participants spanning the AD continuum., Methods: Measured on the NeuroToolKit (NTK) prototype panel of immunoassays, 12 CSF biomarkers were evaluated from three cohorts (ALFA+, Wisconsin, and Abby/Blaze). A correction factor was applied to biomarkers found to be affected by preanalytical procedures (amyloid-β
1-42 , amyloid-β1-40 , and alpha-synuclein), and results between cohorts for each disease stage were compared. The relationship between CSF biomarker concentration and cognitive scores was evaluated., Results: Biomarker distributions were comparable across cohorts following correction. Correlations of biomarker values were consistent across cohorts, regardless of disease stage. Disease stage differentiation was highest for neurofilament light (NfL), phosphorylated tau, and total tau, regardless of the cohort. Correlation between biomarker concentration and cognitive scores was comparable across cohorts, and strongest for NfL, chitinase-3-like protein-1 (YKL40), and glial fibrillary acidic protein., Discussion: The precision of the NTK enables merging of biomarker datasets, after correction for preanalytical confounders. Assessment of multiple cohorts is crucial to increase power in future studies into AD pathogenesis., (© 2023. The Author(s).)- Published
- 2023
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50. Analysis of Psychological Symptoms Following Disclosure of Amyloid-Positron Emission Tomography Imaging Results to Adults With Subjective Cognitive Decline.
- Author
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Caprioglio C, Ribaldi F, Visser LNC, Minguillon C, Collij LE, Grau-Rivera O, Zeyen P, Molinuevo JL, Gispert JD, Garibotto V, Moro C, Walker Z, Edison P, Demonet JF, Barkhof F, Scheltens P, Alves IL, Gismondi R, Farrar G, Stephens AW, Jessen F, Frisoni GB, and Altomare D
- Subjects
- Male, Humans, Adult, Aged, Brain metabolism, Amyloid beta-Peptides metabolism, Prospective Studies, Disclosure, Positron-Emission Tomography, Alzheimer Disease diagnosis, Cognitive Dysfunction diagnostic imaging
- Abstract
Importance: Individuals who are amyloid-positive with subjective cognitive decline and clinical features increasing the likelihood of preclinical Alzheimer disease (SCD+) are at higher risk of developing dementia. Some individuals with SCD+ undergo amyloid-positron emission tomography (PET) as part of research studies and frequently wish to know their amyloid status; however, the disclosure of a positive amyloid-PET result might have psychological risks., Objective: To assess the psychological outcomes of the amyloid-PET result disclosure in individuals with SCD+ and explore which variables are associated with a safer disclosure in individuals who are amyloid positive., Design, Setting, and Participants: This prospective, multicenter study was conducted as part of The Amyloid Imaging to Prevent Alzheimer Disease Diagnostic and Patient Management Study (AMYPAD-DPMS) (recruitment period: from April 2018 to October 2020). The setting was 5 European memory clinics, and participants included patients with SCD+ who underwent amyloid-PET. Statistical analysis was performed from July to October 2022., Exposures: Disclosure of amyloid-PET result., Main Outcomes and Measures: Psychological outcomes were defined as (1) disclosure related distress, assessed using the Impact of Event Scale-Revised (IES-R; scores of at least 33 indicate probable presence of posttraumatic stress disorder [PTSD]); and (2) anxiety and depression, assessed using the Hospital Anxiety and Depression scale (HADS; scores of at least 15 indicate probable presence of severe mood disorder symptoms)., Results: After disclosure, 27 patients with amyloid-positive SCD+ (median [IQR] age, 70 [66-74] years; gender: 14 men [52%]; median [IQR] education: 15 [13 to 17] years, median [IQR] Mini-Mental State Examination [MMSE] score, 29 [28 to 30]) had higher median (IQR) IES-R total score (10 [2 to 14] vs 0 [0 to 2]; P < .001), IES-R avoidance (0.00 [0.00 to 0.69] vs 0.00 [0.00 to 0.00]; P < .001), IES-R intrusions (0.50 [0.13 to 0.75] vs 0.00 [0.00 to 0.25]; P < .001), and IES-R hyperarousal (0.33 [0.00 to 0.67] vs 0.00 [0.00 to 0.00]; P < .001) scores than the 78 patients who were amyloid-negative (median [IQR], age, 67 [64 to 74] years, 45 men [58%], median [IQR] education: 15 [12 to 17] years, median [IQR] MMSE score: 29 [28 to 30]). There were no observed differences between amyloid-positive and amyloid-negative patients in the median (IQR) HADS Anxiety (-1.0 [-3.0 to 1.8] vs -2.0 [-4.8 to 1.0]; P = .06) and Depression (-1.0 [-2.0 to 0.0] vs -1.0 [-3.0 to 0.0]; P = .46) deltas (score after disclosure - scores at baseline). In patients with amyloid-positive SCD+, despite the small sample size, higher education was associated with lower disclosure-related distress (ρ = -0.43; P = .02) whereas the presence of study partner was associated with higher disclosure-related distress (W = 7.5; P = .03). No participants with amyloid-positive SCD+ showed probable presence of PTSD or severe anxiety or depression symptoms at follow-up., Conclusions and Relevance: The disclosure of a positive amyloid-PET result to patients with SCD+ was associated with a bigger psychological change, yet such change did not reach the threshold for clinical concern.
- Published
- 2023
- Full Text
- View/download PDF
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