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1.
Alzheimers Dement ; 20(10): 6722-6739, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39193893

RESUMEN

INTRODUCTION: We investigated blood DNA methylation patterns associated with 15 well-established cerebrospinal fluid (CSF) biomarkers of Alzheimer's disease (AD) pathophysiology, neuroinflammation, and neurodegeneration. METHODS: We assessed DNA methylation in 885 blood samples from the European Medical Information Framework for Alzheimer's Disease (EMIF-AD) study using the EPIC array. RESULTS: We identified Bonferroni-significant differential methylation associated with CSF YKL-40 (five loci) and neurofilament light chain (NfL; seven loci) levels, with two of the loci associated with CSF YKL-40 levels correlating with plasma YKL-40 levels. A co-localization analysis showed shared genetic variants underlying YKL-40 DNA methylation and CSF protein levels, with evidence that DNA methylation mediates the association between genotype and protein levels. Weighted gene correlation network analysis identified two modules of co-methylated loci correlated with several amyloid measures and enriched in pathways associated with lipoproteins and development. DISCUSSION: We conducted the most comprehensive epigenome-wide association study (EWAS) of AD-relevant CSF biomarkers to date. Future work should explore the relationship between YKL-40 genotype, DNA methylation, and protein levels in the brain. HIGHLIGHTS: Blood DNA methylation was assessed in the EMIF-AD MBD study. Epigenome-wide association studies (EWASs) were performed for 15 Alzheimer's disease (AD)-relevant cerebrospinal fluid (CSF) biomarker measures. Five Bonferroni-significant loci were associated with YKL-40 levels and seven with neurofilament light chain (NfL). DNA methylation in YKL-40 co-localized with previously reported genetic variation. DNA methylation potentially mediates the effect of single-nucleotide polymorphisms (SNPs) in YKL-40 on CSF protein levels.


Asunto(s)
Enfermedad de Alzheimer , Biomarcadores , Proteína 1 Similar a Quitinasa-3 , Metilación de ADN , Proteínas de Neurofilamentos , Humanos , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/sangre , Enfermedad de Alzheimer/líquido cefalorraquídeo , Metilación de ADN/genética , Proteína 1 Similar a Quitinasa-3/líquido cefalorraquídeo , Proteína 1 Similar a Quitinasa-3/genética , Proteína 1 Similar a Quitinasa-3/sangre , Biomarcadores/líquido cefalorraquídeo , Biomarcadores/sangre , Femenino , Masculino , Proteínas de Neurofilamentos/líquido cefalorraquídeo , Proteínas de Neurofilamentos/sangre , Anciano , Persona de Mediana Edad , Estudio de Asociación del Genoma Completo
2.
Alzheimers Dement ; 20(10): 6682-6698, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39193899

RESUMEN

INTRODUCTION: The established link between DNA methylation and pathophysiology of dementia, along with its potential role as a molecular mediator of lifestyle and environmental influences, positions blood-derived DNA methylation as a promising tool for early dementia risk detection. METHODS: In conjunction with an extensive array of machine learning techniques, we employed whole blood genome-wide DNA methylation data as a surrogate for 14 modifiable and non-modifiable factors in the assessment of dementia risk in independent dementia cohorts. RESULTS: We established a multivariate methylation risk score (MMRS) for identifying mild cognitive impairment cross-sectionally, independent of age and sex (P = 2.0 × 10-3). This score significantly predicted the prospective development of cognitive impairments in independent studies of Alzheimer's disease (hazard ratio for Rey's Auditory Verbal Learning Test (RAVLT)-Learning = 2.47) and Parkinson's disease (hazard ratio for MCI/dementia = 2.59). DISCUSSION: Our work shows the potential of employing blood-derived DNA methylation data in the assessment of dementia risk. HIGHLIGHTS: We used whole blood DNA methylation as a surrogate for 14 dementia risk factors. Created a multivariate methylation risk score for predicting cognitive impairment. Emphasized the role of machine learning and omics data in predicting dementia. The score predicts cognitive impairment development at the population level.


Asunto(s)
Disfunción Cognitiva , Metilación de ADN , Demencia , Humanos , Metilación de ADN/genética , Disfunción Cognitiva/genética , Disfunción Cognitiva/sangre , Disfunción Cognitiva/diagnóstico , Masculino , Femenino , Anciano , Demencia/genética , Demencia/sangre , Demencia/diagnóstico , Factores de Riesgo , Aprendizaje Automático , Estudios Transversales , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/sangre , Enfermedad de Alzheimer/diagnóstico , Estudios Prospectivos , Medición de Riesgo , Anciano de 80 o más Años
3.
Alzheimers Dement ; 19(6): 2317-2331, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-36464806

RESUMEN

INTRODUCTION: Despite increasing evidence of a role of rare genetic variation in the risk of Alzheimer's disease (AD), limited attention has been paid to its contribution to AD-related biomarker traits indicative of AD-relevant pathophysiological processes. METHODS: We performed whole-exome gene-based rare-variant association studies (RVASs) of 17 AD-related traits on whole-exome sequencing (WES) data generated in the European Medical Information Framework for Alzheimer's Disease Multimodal Biomarker Discovery (EMIF-AD MBD) study (n = 450) and whole-genome sequencing (WGS) data from ADNI (n = 808). RESULTS: Mutation screening revealed a novel probably pathogenic mutation (PSEN1 p.Leu232Phe). Gene-based RVAS revealed the exome-wide significant contribution of rare coding variation in RBKS and OR7A10 to cognitive performance and protection against left hippocampal atrophy, respectively. DISCUSSION: The identification of these novel gene-trait associations offers new perspectives into the role of rare coding variation in the distinct pathophysiological processes culminating in AD, which may lead to identification of novel therapeutic and diagnostic targets.


Asunto(s)
Enfermedad de Alzheimer , Humanos , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/diagnóstico , Exoma/genética , Estudios de Asociación Genética , Fenotipo , Biomarcadores
4.
Alzheimers Dement ; 17(9): 1452-1464, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33792144

RESUMEN

INTRODUCTION: This study sought to discover and replicate plasma proteomic biomarkers relating to Alzheimer's disease (AD) including both the "ATN" (amyloid/tau/neurodegeneration) diagnostic framework and clinical diagnosis. METHODS: Plasma proteins from 972 subjects (372 controls, 409 mild cognitive impairment [MCI], and 191 AD) were measured using both SOMAscan and targeted assays, including 4001 and 25 proteins, respectively. RESULTS: Protein co-expression network analysis of SOMAscan data revealed the relation between proteins and "N" varied across different neurodegeneration markers, indicating that the ATN variants are not interchangeable. Using hub proteins, age, and apolipoprotein E ε4 genotype discriminated AD from controls with an area under the curve (AUC) of 0.81 and MCI convertors from non-convertors with an AUC of 0.74. Targeted assays replicated the relation of four proteins with the ATN framework and clinical diagnosis. DISCUSSION: Our study suggests that blood proteins can predict the presence of AD pathology as measured in the ATN framework as well as clinical diagnosis.


Asunto(s)
Enfermedad de Alzheimer , Péptidos beta-Amiloides/sangre , Biomarcadores/sangre , Proteínas Sanguíneas , Proteómica , Proteínas tau/sangre , Anciano , Enfermedad de Alzheimer/sangre , Enfermedad de Alzheimer/patología , Apolipoproteína E4/sangre , Apolipoproteína E4/genética , Disfunción Cognitiva/sangre , Disfunción Cognitiva/patología , Europa (Continente) , Femenino , Humanos , Masculino , Persona de Mediana Edad
5.
Alzheimers Dement ; 17(10): 1628-1640, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-33991015

RESUMEN

INTRODUCTION: Neurofilament light (NfL), chitinase-3-like protein 1 (YKL-40), and neurogranin (Ng) are biomarkers for Alzheimer's disease (AD) to monitor axonal damage, astroglial activation, and synaptic degeneration, respectively. METHODS: We performed genome-wide association studies (GWAS) using DNA and cerebrospinal fluid (CSF) samples from the EMIF-AD Multimodal Biomarker Discovery study for discovery, and the Alzheimer's Disease Neuroimaging Initiative study for validation analyses. GWAS were performed for all three CSF biomarkers using linear regression models adjusting for relevant covariates. RESULTS: We identify novel genome-wide significant associations between DNA variants in TMEM106B and CSF levels of NfL, and between CPOX and YKL-40. We confirm previous work suggesting that YKL-40 levels are associated with DNA variants in CHI3L1. DISCUSSION: Our study provides important new insights into the genetic architecture underlying interindividual variation in three AD-related CSF biomarkers. In particular, our data shed light on the sequence of events regarding the initiation and progression of neuropathological processes relevant in AD.


Asunto(s)
Enfermedad de Alzheimer/genética , Biomarcadores/líquido cefalorraquídeo , Estudio de Asociación del Genoma Completo , Proteínas de la Membrana/genética , Proteínas del Tejido Nervioso/genética , Anciano , Proteína 1 Similar a Quitinasa-3/genética , Femenino , Humanos , Masculino , Proteínas de Neurofilamentos/genética , Neurogranina/líquido cefalorraquídeo
6.
Neuroimage ; 222: 117155, 2020 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-32736002

RESUMEN

Dynamic Functional Connectivity (dFC) in the resting state (rs) is considered as a correlate of cognitive processing. Describing dFC as a flow across morphing connectivity configurations, our notion of dFC speed quantifies the rate at which FC networks evolve in time. Here we probe the hypothesis that variations of rs dFC speed and cognitive performance are selectively interrelated within specific functional subnetworks. In particular, we focus on Sleep Deprivation (SD) as a reversible model of cognitive dysfunction. We found that whole-brain level (global) dFC speed significantly slows down after 24h of SD. However, the reduction in global dFC speed does not correlate with variations of cognitive performance in individual tasks, which are subtle and highly heterogeneous. On the contrary, we found strong correlations between performance variations in individual tasks -including Rapid Visual Processing (RVP, assessing sustained visual attention)- and dFC speed quantified at the level of functional sub-networks of interest. Providing a compromise between classic static FC (no time) and global dFC (no space), modular dFC speed analyses allow quantifying a different speed of dFC reconfiguration independently for sub-networks overseeing different tasks. Importantly, we found that RVP performance robustly correlates with the modular dFC speed of a characteristic frontoparietal module.


Asunto(s)
Atención/fisiología , Encéfalo/fisiopatología , Disfunción Cognitiva/fisiopatología , Conectoma , Memoria a Corto Plazo/fisiología , Red Nerviosa/fisiopatología , Desempeño Psicomotor/fisiología , Privación de Sueño/fisiopatología , Percepción Visual/fisiología , Adulto , Encéfalo/diagnóstico por imagen , Disfunción Cognitiva/diagnóstico por imagen , Disfunción Cognitiva/etiología , Humanos , Masculino , Red Nerviosa/diagnóstico por imagen , Privación de Sueño/diagnóstico por imagen , Factores de Tiempo
7.
Neuroimage ; 218: 116932, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32416226

RESUMEN

BACKGROUND: The amygdala and the hippocampus are two limbic structures that play a critical role in cognition and behavior, however their manual segmentation and that of their smaller nuclei/subfields in multicenter datasets is time consuming and difficult due to the low contrast of standard MRI. Here, we assessed the reliability of the automated segmentation of amygdalar nuclei and hippocampal subfields across sites and vendors using FreeSurfer in two independent cohorts of older and younger healthy adults. METHODS: Sixty-five healthy older (cohort 1) and 68 younger subjects (cohort 2), from the PharmaCog and CoRR consortia, underwent repeated 3D-T1 MRI (interval 1-90 days). Segmentation was performed using FreeSurfer v6.0. Reliability was assessed using volume reproducibility error (ε) and spatial overlapping coefficient (DICE) between test and retest session. RESULTS: Significant MRI site and vendor effects (p â€‹< â€‹.05) were found in a few subfields/nuclei for the ε, while extensive effects were found for the DICE score of most subfields/nuclei. Reliability was strongly influenced by volume, as ε correlated negatively and DICE correlated positively with volume size of structures (absolute value of Spearman's r correlations >0.43, p â€‹< â€‹1.39E-36). In particular, volumes larger than 200 â€‹mm3 (for amygdalar nuclei) and 300 â€‹mm3 (for hippocampal subfields, except for molecular layer) had the best test-retest reproducibility (ε â€‹< â€‹5% and DICE â€‹> â€‹0.80). CONCLUSION: Our results support the use of volumetric measures of larger amygdalar nuclei and hippocampal subfields in multisite MRI studies. These measures could be useful for disease tracking and assessment of efficacy in drug trials.


Asunto(s)
Amígdala del Cerebelo/anatomía & histología , Hipocampo/anatomía & histología , Procesamiento de Imagen Asistido por Computador/normas , Neuroimagen/normas , Programas Informáticos , Adulto , Anciano , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Imagen por Resonancia Magnética/métodos , Imagen por Resonancia Magnética/normas , Masculino , Persona de Mediana Edad , Neuroimagen/métodos , Reproducibilidad de los Resultados
8.
J Clin Psychopharmacol ; 40(3): 222-230, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32332458

RESUMEN

PURPOSE/BACKGROUND: Alzheimer disease (AD) is a public health issue because of the low number of symptomatic drugs and the difficulty to diagnose it at the prodromal stage. The need to develop new treatments and to validate sensitive tests for early diagnosis could be met by developing a challenge model reproducing cognitive impairments of AD. Therefore, we implemented a 24-hour sleep deprivation (SD) design on healthy volunteers in a randomized, double-blind, placebo-controlled, crossover study on 36 healthy volunteers. METHODS/PROCEDURE: To validate the SD model, cognitive tests were chosen to assess a transient worsening of cognitive functions after SD and a restoration under modafinil as positive control (one dose of 200 mg). Then, the same evaluations were replicated after 15 days of donepezil (5 mg/d) or memantine (10 mg/d). The working memory (WM) function was assessed by the N-back task and the rapid visual processing (RVP) task. FINDINGS/RESULTS: The accuracy of the N-back task and the reaction time of the RVP revealed the alteration of the WM with SD and its restoration with modafinil (changes in score after SD compared with baseline before SD), respectively, in the placebo group and in the modafinil group (-0.2% and +1.0% of satisfactory answers, P = 0.022; +21.3 and +1.9 milliseconds of reaction time, P = 0.025). Alzheimer disease drugs also tended to reverse this deterioration: the accuracy of the N-back task was more stable through SD (compared with -3.0% in the placebo group, respectively, in the memantine group and in the donepezil group: -1.4% and -1.6%, P = 0.027 and P = 0.092) and RVP reaction time was less impacted (compared with +41.3 milliseconds in the placebo group, respectively, in the memantine group and in the donepezil group: +16.1 and +29.3 milliseconds, P = 0.034 and P = 0.459). IMPLICATIONS/CONCLUSIONS: Our SD challenge model actually led to a worsening of WM that was moderated by both modafinil and AD drugs. To use this approach, the cognitive battery, the vulnerability of the subjects to SD, and the expected drug effect should be carefully considered.


Asunto(s)
Enfermedad de Alzheimer/tratamiento farmacológico , Disfunción Cognitiva/tratamiento farmacológico , Voluntarios Sanos/psicología , Memantina/uso terapéutico , Memoria a Corto Plazo/efectos de los fármacos , Privación de Sueño/psicología , Adulto , Enfermedad de Alzheimer/psicología , Estudios Cruzados , Donepezilo/uso terapéutico , Método Doble Ciego , Humanos , Masculino , Modafinilo/uso terapéutico , Modelos Psicológicos , Pruebas Neuropsicológicas , Nootrópicos/uso terapéutico , Tiempo de Reacción/efectos de los fármacos
9.
Int J Mol Sci ; 21(23)2020 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-33260655

RESUMEN

OBJECTIVE: In this exploratory study, we tested whether electroencephalographic (EEG) rhythms may reflect the effects of a chronic administration (4 weeks) of an anti-amyloid ß-site amyloid precursor protein (APP) cleaving enzyme 1 inhibitor (BACE-1; ER-901356; Eisai Co., Ltd., Tokyo, Japan) in TASTPM (double mutation in APP KM670/671NL and PSEN1 M146V) producing Alzheimer's disease (AD) amyloid neuropathology as compared to wild type (WT) mice. METHODS: Ongoing EEG rhythms were recorded from a bipolar frontoparietal and two monopolar frontomedial (prelimbic) and hippocampal channels in 11 WT Vehicle, 10 WT BACE-1, 10 TASTPM Vehicle, and 11 TASTPM BACE-1 mice (males; aged 8/9 months old at the beginning of treatment). Normalized EEG power (density) was compared between the first day (Day 0) and after 4 weeks (Week 4) of the BACE-1 inhibitor (10 mg/Kg) or vehicle administration in the 4 mouse groups. Frequency and magnitude of individual EEG delta and theta frequency peaks (IDF and ITF) were considered during animal conditions of behaviorally passive and active wakefulness. Cognitive status was not tested. RESULTS: Compared with the WT group, the TASTPM group generally showed a significantly lower reactivity in frontoparietal ITF power during the active over the passive condition (p < 0.05). Notably, there was no other statistically significant effect (e.g., additional electrodes, recording time, and BACE-1 inhibitor). CONCLUSIONS: The above EEG biomarkers reflected differences between the WT and TASTPM groups, but no BACE-1 inhibitor effect. The results suggest an enhanced experimental design with the use of younger mice, longer drug administrations, an effective control drug, and neuropathological amyloid markers.


Asunto(s)
Secretasas de la Proteína Precursora del Amiloide/antagonistas & inhibidores , Precursor de Proteína beta-Amiloide/genética , Ácido Aspártico Endopeptidasas/antagonistas & inhibidores , Electroencefalografía , Inhibidores Enzimáticos/administración & dosificación , Inhibidores Enzimáticos/farmacología , Mutación/genética , Presenilina-1/genética , Secretasas de la Proteína Precursora del Amiloide/metabolismo , Animales , Ácido Aspártico Endopeptidasas/metabolismo , Electrodos , Electromiografía , Ratones Endogámicos C57BL , Ratones Transgénicos , Procesamiento de Señales Asistido por Computador
10.
Alzheimers Dement ; 15(5): 644-654, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30853464

RESUMEN

INTRODUCTION: We investigated relations between amyloid-ß (Aß) status, apolipoprotein E (APOE) ε4, and cognition, with cerebrospinal fluid markers of neurogranin (Ng), neurofilament light (NFL), YKL-40, and total tau (T-tau). METHODS: We included 770 individuals with normal cognition, mild cognitive impairment, and Alzheimer's disease (AD)-type dementia from the EMIF-AD Multimodal Biomarker Discovery study. We tested the association of Ng, NFL, YKL-40, and T-tau with Aß status (Aß- vs. Aß+), clinical diagnosis APOE ε4 carriership, baseline cognition, and change in cognition. RESULTS: Ng and T-tau distinguished between Aß+ from Aß- individuals in each clinical group, whereas NFL and YKL-40 were associated with Aß+ in nondemented individuals only. APOE ε4 carriership did not influence NFL, Ng, and YKL-40 in Aß+ individuals. NFL was the best predictor of cognitive decline in Aß+ individuals across the cognitive spectrum. DISCUSSION: Axonal degeneration, synaptic dysfunction, astroglial activation, and altered tau metabolism are involved already in preclinical AD. NFL may be a useful prognostic marker.


Asunto(s)
Enfermedad de Alzheimer/líquido cefalorraquídeo , Biomarcadores/líquido cefalorraquídeo , Disfunción Cognitiva/líquido cefalorraquídeo , Proteínas de Neurofilamentos/líquido cefalorraquídeo , Neurogranina/líquido cefalorraquídeo , Proteínas tau/líquido cefalorraquídeo , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/fisiopatología , Péptidos beta-Amiloides , Apolipoproteína E4/genética , Disfunción Cognitiva/fisiopatología , Femenino , Humanos
11.
Alzheimers Dement ; 15(11): 1478-1488, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31495601

RESUMEN

INTRODUCTION: Plasma proteins have been widely studied as candidate biomarkers to predict brain amyloid deposition to increase recruitment efficiency in secondary prevention clinical trials for Alzheimer's disease. Most such biomarker studies are targeted to specific proteins or are biased toward high abundant proteins. METHODS: 4001 plasma proteins were measured in two groups of participants (discovery group = 516, replication group = 365) selected from the European Medical Information Framework for Alzheimer's disease Multimodal Biomarker Discovery study, all of whom had measures of amyloid. RESULTS: A panel of proteins (n = 44), along with age and apolipoprotein E (APOE) ε4, predicted brain amyloid deposition with good performance in both the discovery group (area under the curve = 0.78) and the replication group (area under the curve = 0.68). Furthermore, a causal relationship between amyloid and tau was confirmed by Mendelian randomization. DISCUSSION: The results suggest that high-dimensional plasma protein testing could be a useful and reproducible approach for measuring brain amyloid deposition.


Asunto(s)
Enfermedad de Alzheimer , Amiloide/metabolismo , Biomarcadores/sangre , Encéfalo/metabolismo , Proteómica , Factores de Edad , Anciano , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/metabolismo , Apolipoproteína E4/genética , Apolipoproteína E4/metabolismo , Europa (Continente) , Femenino , Humanos , Masculino , Persona de Mediana Edad
12.
Brain Topogr ; 31(3): 380-391, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29170853

RESUMEN

Resting-state connectivity has been widely studied in the healthy and pathological brain. Less well-characterized are the brain networks altered during pharmacological interventions and their possible interaction with vigilance. In the hopes of finding new biomarkers which can be used to identify cortical activity and cognitive processes linked to the effects of drugs to treat neurodegenerative diseases such as Alzheimer's disease, the analysis of networks altered by medication would be particularly interesting. Eleven healthy subjects were recruited in the context of the European Innovative Medicines Initiative 'PharmaCog'. Each underwent five sessions of simultaneous EEG-fMRI in order to investigate the effects of donepezil and memantine before and after sleep deprivation (SD). The SD approach has been previously proposed as a model for cognitive impairment in healthy subjects. By applying network based statistics (NBS), we observed altered brain networks significantly linked to donepezil intake and sleep deprivation. Taking into account the sleep stages extracted from the EEG data we revealed that a network linked to sleep is interacting with sleep deprivation but not with medication intake. We successfully extracted the functional resting-state networks modified by donepezil intake, sleep and SD. We observed donepezil induced whole brain connectivity alterations forming a network separated from the changes induced by sleep and SD, a result which shows the utility of this approach to check for the validity of pharmacological resting-state analysis of the tested medications without the need of taking into account the subject specific vigilance.


Asunto(s)
Encéfalo/efectos de los fármacos , Donepezilo/farmacología , Red Nerviosa/efectos de los fármacos , Nootrópicos/farmacología , Privación de Sueño/fisiopatología , Sueño/fisiología , Adulto , Encéfalo/diagnóstico por imagen , Encéfalo/fisiopatología , Mapeo Encefálico , Electroencefalografía , Humanos , Imagen por Resonancia Magnética , Masculino , Red Nerviosa/diagnóstico por imagen , Red Nerviosa/fisiopatología , Privación de Sueño/diagnóstico por imagen
13.
Mol Imaging ; 152016.
Artículo en Inglés | MEDLINE | ID: mdl-27030402

RESUMEN

INTRODUCTION: In this study, the influence of physiological determinants on 18F-fluoro-d-glucose ((18)F-FDG) brain uptake was evaluated in a mouse model of Alzheimer disease. MATERIALS AND METHODS: TASTPM (Tg) and age-matched C57BL/6 J (WT) mice were fasted for 10 hours, while another group was fasted for 20 hours to evaluate the effect of fasting duration. The effect of repeatedly scanning was evaluated by scanning Tg and WT mice at days 1, 4, and 7. Brain (18)F-FDG uptake was evaluated in the thalamus being the most indicative region. Finally, the cerebellum was tested as a reference region for the relative standard uptake value (rSUV). RESULTS: When correcting the brain uptake for glucose, the effect of different fasting durations was attenuated and the anticipated hypometabolism in Tg mice was demonstrated. Also, with repeated scanning, the brain uptake values within a group and the hypometabolism of the Tg mice only remained stable over time when glucose correction was applied. Finally, hypometabolism was also observed in the cerebellum, yielding artificially higher rSUV values for Tg mice. CONCLUSION: Corrections for blood glucose levels have to be applied when semiquantifying (18)F-FDG brain uptake in mouse models for AD. Potential reference regions for normalization should be thoroughly investigated to ensure that they are not pathologically affected also by afferent connections.


Asunto(s)
Enfermedad de Alzheimer/diagnóstico por imagen , Ayuno/fisiología , Fluorodesoxiglucosa F18/administración & dosificación , Radiofármacos/administración & dosificación , Tálamo/diagnóstico por imagen , Animales , Glucemia/metabolismo , Cerebelo/diagnóstico por imagen , Modelos Animales de Enfermedad , Humanos , Ratones , Ratones Transgénicos , Neuroimagen/métodos , Tomografía de Emisión de Positrones
14.
Brain ; 138(Pt 7): 1992-2004, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25981962

RESUMEN

Detecting and treating Alzheimer's disease, before cognitive deficits occur, has become the health challenge of our time. The earliest known event in Alzheimer's disease is rising amyloid-ß. Previous studies have suggested that effects on synaptic transmission may precede plaque deposition. Here we report how relative levels of different soluble amyloid-ß peptides in hippocampus, preceding plaque deposition, relate to synaptic and genomic changes. Immunoprecipitation-mass spectrometry was used to measure the early rise of different amyloid-ß peptides in a mouse model of increasing amyloid-ß ('TASTPM', transgenic for familial Alzheimer's disease genes APP/PSEN1). In the third postnatal week, several amyloid-ß peptides were above the limit of detection, including amyloid-ß40, amyloid-ß38 and amyloid-ß42 with an intensity ratio of 6:3:2, respectively. By 2 months amyloid-ß levels had only increased by 50% and although the ratio of the different peptides remained constant, the first changes in synaptic currents, compared to wild-type mice could be detected with patch-clamp recordings. Between 2 and 4 months old, levels of amyloid-ß40 rose by ∼7-fold, but amyloid-ß42 rose by 25-fold, increasing the amyloid-ß42:amyloid-ß40 ratio to 1:1. Only at 4 months did plaque deposition become detectable and only in some mice; however, synaptic changes were evident in all hippocampal fields. These changes included increased glutamate release probability (P < 0.001, n = 7-9; consistent with the proposed physiological effect of amyloid-ß) and loss of spontaneous action potential-mediated activity in the cornu ammonis 1 (CA1) and dentate gyrus regions of the hippocampus (P < 0.001, n = 7). Hence synaptic changes occur when the amyloid-ß levels and amyloid-ß42:amyloid-ß40 ratio are still low compared to those necessary for plaque deposition. Genome-wide microarray analysis revealed changes in gene expression at 2-4 months including synaptic genes being strongly affected but often showing significant changes only by 4 months. We thus demonstrate that, in a mouse model of rising amyloid-ß, the initial deposition of plaques does not occur until several months after the first amyloid-ß becomes detectable but coincides with a rapid acceleration in the rise of amyloid-ß levels and the amyloid-ß42:amyloid-ß40 ratio. Prior to acceleration, however, there is already a pronounced synaptic dysfunction, reflected as changes in synaptic transmission and altered gene expression, indicating that restoring synaptic function early in the disease progression may represent the earliest possible target for intervention in the onset of Alzheimer's disease.


Asunto(s)
Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/patología , Péptidos beta-Amiloides/metabolismo , Placa Amiloide/patología , Transmisión Sináptica/fisiología , Animales , Modelos Animales de Enfermedad , Hipocampo/metabolismo , Hipocampo/patología , Inmunoprecipitación , Espectrometría de Masas , Ratones , Ratones Transgénicos , Análisis de Secuencia por Matrices de Oligonucleótidos , Técnicas de Placa-Clamp , Placa Amiloide/genética , Placa Amiloide/metabolismo , Transcriptoma
15.
Pharmacol Res Perspect ; 12(6): e70026, 2024 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-39439218

RESUMEN

One third of epilepsy patients are resistant to treatment with current anti-seizure medications. The ketogenic diet is used to treat some forms of refractory epilepsy, but the mechanism of its action has not yet been elucidated. In this study, we aimed to investigate whether the hydroxycarboxylic acid receptor 2 (HCA2), a known immunomodulatory receptor, plays a role in mediating the protective effect of this diet. We demonstrate for the first time that selective agonists at this receptor can directly reduce seizures in animal models. Agonists also reduce network activity in rodent and human brain slices. Ketogenic diet is known to increase circulating levels of endogenous HCA2 agonists, and we show that the effect of ketogenic diet in reducing seizures in the 6 Hz seizure model is negated in HCA2-deficient mice. Our data support the potential of HCA2 as a target for the treatment of epilepsy and potentially for neurodegenerative diseases.


Asunto(s)
Dieta Cetogénica , Epilepsia , Ratones Noqueados , Receptores Acoplados a Proteínas G , Animales , Humanos , Receptores Acoplados a Proteínas G/metabolismo , Receptores Acoplados a Proteínas G/genética , Ratones , Epilepsia/metabolismo , Masculino , Ratones Endogámicos C57BL , Modelos Animales de Enfermedad , Convulsiones/prevención & control , Convulsiones/metabolismo , Ratas , Encéfalo/metabolismo , Encéfalo/efectos de los fármacos , Anticonvulsivantes/farmacología , Anticonvulsivantes/uso terapéutico , Anticonvulsivantes/administración & dosificación
16.
Neurochem Res ; 38(6): 1190-5, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23011205

RESUMEN

A non-selective antihistamine, dimebon, has recently emerged as a potential treatment for Alzheimer's disease and Huntington's disease. Dimebon exerts several effects in addition to its anti-histaminergic effect, and of particular interest is its ability to enhance cognitive function in several models. The mechanism underlying this is unknown though it has been suggested that it may be associated with its anti-cholinergic action. Dimebon has also been reported to be neuroprotective, perhaps as a result of its ability to stabilize mitochondria. We considered that these effects might impact on the well-described age-related impairment in spatial learning and therefore examined the effect of repeated administration of dimebon on performance of young and aged animals in the Morris water maze. Whereas a clear age-related deficit was observed, dimebon failed to exert any effect on performance. Similarly, dimebon exerted no effect on the age-related increase in hippocampal expression of several markers of microglial and astroglial activation. We conclude that, despite its cognitive enhancing effects in some models, dimebon failed to modulate the deficit in spatial learning in aged rats and the evidence suggests that the drug does not possess anti-inflammatory properties.


Asunto(s)
Gliosis/tratamiento farmacológico , Indoles/farmacología , Aprendizaje por Laberinto/efectos de los fármacos , Envejecimiento , Animales , Cognición/efectos de los fármacos , Proteína Ácida Fibrilar de la Glía/metabolismo , Indoles/uso terapéutico , Masculino , Ratas , Ratas Wistar
17.
Br J Clin Pharmacol ; 75(1): 197-207, 2013 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-22568863

RESUMEN

AIMS: This paper describes findings from the first-in-human study for GSK1482160, an orally available allosteric P2X7 receptor modulator. The study aimed to assess the pharmacokinetics (PK), pharmacodynamics (PD), safety and tolerability of the compound in healthy subjects. METHODS: Escalating single doses of up to 1 g were administered to healthy subjects in a single-blind and placebo-controlled fashion. Safety, tolerability, blood drug concentrations and ex vivo Il-1ß production in blood were evaluated. RESULTS: Drug concentration peaked within 3.5 h of dosing under fasting conditions and declined thereafter with a relatively short half-life of less than 4.5 h. Exposure was proportional to dose with between subject variability of less than 60%. A PK/PD model quantified Il-1ß as a function of drug exposure. The model allowed simulation of in vivo pharmacology for various untested dose levels and regimens. Furthermore, the mechanistic model supported the hypothesis that the compound reduces the efficacy of ATP at the P2X7 receptor without affecting its affinity. No major safety or tolerability concerns were identified in this small study (n = 29), except for one case of asymptomatic accelerated idioventricular rhythm at the top dose. CONCLUSION: The model-based approach maximized analysis power by integrating all biomarker data and revealed mechanistic insight into the pharmacology of P2X7 modulation by GSK1482160. Simulations by this model ultimately led to the discontinuation of the development of this compound. The therapeutic relevance of the P2X7 receptor remains to be tested in patients. The mechanistic-model-based approach can be applied widely to drug development.


Asunto(s)
Receptores Purinérgicos P2X7/efectos de los fármacos , Adulto , Anciano , Regulación Alostérica , Femenino , Humanos , Interleucina-1beta/biosíntesis , Masculino , Persona de Mediana Edad , Proyectos Piloto , Método Simple Ciego
18.
Nat Commun ; 14(1): 7830, 2023 Dec 11.
Artículo en Inglés | MEDLINE | ID: mdl-38081835

RESUMEN

Developmental and epileptic encephalopathies (DEEs) are a group of rare childhood disorders characterized by severe epilepsy and cognitive deficits. Numerous DEE genes have been discovered thanks to advances in genomic diagnosis, yet putative molecular links between these disorders are unknown. CDKL5 deficiency disorder (CDD, DEE2), one of the most common genetic epilepsies, is caused by loss-of-function mutations in the brain-enriched kinase CDKL5. To elucidate CDKL5 function, we looked for CDKL5 substrates using a SILAC-based phosphoproteomic screen. We identified the voltage-gated Ca2+ channel Cav2.3 (encoded by CACNA1E) as a physiological target of CDKL5 in mice and humans. Recombinant channel electrophysiology and interdisciplinary characterization of Cav2.3 phosphomutant mice revealed that loss of Cav2.3 phosphorylation leads to channel gain-of-function via slower inactivation and enhanced cholinergic stimulation, resulting in increased neuronal excitability. Our results thus show that CDD is partly a channelopathy. The properties of unphosphorylated Cav2.3 closely resemble those described for CACNA1E gain-of-function mutations causing DEE69, a disorder sharing clinical features with CDD. We show that these two single-gene diseases are mechanistically related and could be ameliorated with Cav2.3 inhibitors.


Asunto(s)
Epilepsia , Síndromes Epilépticos , Espasmos Infantiles , Animales , Niño , Humanos , Ratones , Canales de Calcio/genética , Epilepsia/genética , Síndromes Epilépticos/genética , Proteínas Serina-Treonina Quinasas/genética , Espasmos Infantiles/genética
19.
Genome Med ; 15(1): 79, 2023 10 04.
Artículo en Inglés | MEDLINE | ID: mdl-37794492

RESUMEN

BACKGROUND: Genome-wide association studies (GWAS) of Alzheimer's disease (AD) have identified several risk loci, but many remain unknown. Cerebrospinal fluid (CSF) biomarkers may aid in gene discovery and we previously demonstrated that six CSF biomarkers (ß-amyloid, total/phosphorylated tau, NfL, YKL-40, and neurogranin) cluster into five principal components (PC), each representing statistically independent biological processes. Here, we aimed to (1) identify common genetic variants associated with these CSF profiles, (2) assess the role of associated variants in AD pathophysiology, and (3) explore potential sex differences. METHODS: We performed GWAS for each of the five biomarker PCs in two multi-center studies (EMIF-AD and ADNI). In total, 973 participants (n = 205 controls, n = 546 mild cognitive impairment, n = 222 AD) were analyzed for 7,433,949 common SNPs and 19,511 protein-coding genes. Structural equation models tested whether biomarker PCs mediate genetic risk effects on AD, and stratified and interaction models probed for sex-specific effects. RESULTS: Five loci showed genome-wide significant association with CSF profiles, two were novel (rs145791381 [inflammation] and GRIN2D [synaptic functioning]) and three were previously described (APOE, TMEM106B, and CHI3L1). Follow-up analyses of the two novel signals in independent datasets only supported the GRIN2D locus, which contains several functionally interesting candidate genes. Mediation tests indicated that variants in APOE are associated with AD status via processes related to amyloid and tau pathology, while markers in TMEM106B and CHI3L1 are associated with AD only via neuronal injury/inflammation. Additionally, seven loci showed sex-specific associations with AD biomarkers. CONCLUSIONS: These results suggest that pathway and sex-specific analyses can improve our understanding of AD genetics and may contribute to precision medicine.


Asunto(s)
Enfermedad de Alzheimer , Humanos , Femenino , Masculino , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/patología , Estudio de Asociación del Genoma Completo , Proteínas tau/genética , Biomarcadores , Inflamación , Apolipoproteínas E/genética , Proteínas de la Membrana/genética , Proteínas del Tejido Nervioso/genética , Receptores de N-Metil-D-Aspartato/genética
20.
Br J Clin Pharmacol ; 74(2): 376-80, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22295949

RESUMEN

AIMS: To investigate the effects of two single nucleotide polymorphisms (SNPs) in the human P2X7 receptor gene (P2RX7)--1068G>A (A348T) and 1513A>C (E496A)--on P2X7 receptor function, using a specific receptor antagonist (GSK1370319A) and prospective genetic stratification. METHODS: Lipopolysaccharide- and ATP-stimulated interleukin-1ß production was determined in the presence or absence of GSK1370319A in blood culture from 32 prospectively genotyped subjects. RESULTS: There was approximately 6.7-fold difference (P < 0.0001) in IC50 for inhibition of ATP-stimulated interleukin-1ß release by GSK1370319A between individuals with the homozygous gain--(1068A) and loss-of-function (1513C) genotypes (expressing the 348T, 496E and 348A, 496A alleles, respectively). CONCLUSIONS: Leukocyte P2X7 receptors had significantly altered pharmacodynamic responses to a specific antagonist (GSK1370319A), directly related to SNP genotype.


Asunto(s)
Leucocitos/efectos de los fármacos , Polimorfismo de Nucleótido Simple , Antagonistas del Receptor Purinérgico P2X/farmacología , Pirrolidinas/farmacología , Receptores Purinérgicos P2X7/efectos de los fármacos , Receptores Purinérgicos P2X7/genética , Adenosina Trifosfato/metabolismo , Adulto , Relación Dosis-Respuesta a Droga , Femenino , Genotipo , Heterocigoto , Homocigoto , Humanos , Interleucina-1beta/farmacología , Leucocitos/metabolismo , Lipopolisacáridos/farmacología , Masculino , Persona de Mediana Edad , Fenotipo , Estudios Prospectivos
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