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1.
Transl Neurodegener ; 13(1): 29, 2024 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-38831349

RESUMO

TDP-43 proteinopathies are a heterogeneous group of neurodegenerative disorders that share the presence of aberrant, misfolded and mislocalized deposits of the protein TDP-43, as in the case of amyotrophic lateral sclerosis and some, but not all, pathological variants of frontotemporal dementia. In recent years, many other diseases have been reported to have primary or secondary TDP-43 proteinopathy, such as Alzheimer's disease, Huntington's disease or the recently described limbic-predominant age-related TDP-43 encephalopathy, highlighting the need for new and accurate methods for the early detection of TDP-43 proteinopathy to help on the stratification of patients with overlapping clinical diagnosis. Currently, TDP-43 proteinopathy remains a post-mortem pathologic diagnosis. Although the main aim is to determine the pathologic TDP-43 proteinopathy in the central nervous system (CNS), the ubiquitous expression of TDP-43 in biofluids and cells outside the CNS facilitates the use of other accessible target tissues that might reflect the potential TDP-43 alterations in the brain. In this review, we describe the main developments in the early detection of TDP-43 proteinopathies, and their potential implications on diagnosis and future treatments.


Assuntos
Biomarcadores , Proteínas de Ligação a DNA , Proteinopatias TDP-43 , Humanos , Proteinopatias TDP-43/diagnóstico , Proteinopatias TDP-43/metabolismo , Proteinopatias TDP-43/genética , Biomarcadores/análise , Biomarcadores/metabolismo , Proteínas de Ligação a DNA/metabolismo , Encéfalo/metabolismo , Encéfalo/patologia
2.
Neurobiol Dis ; 193: 106437, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38367882

RESUMO

TDP-43 pathology is found in several neurodegenerative disorders, collectively referred to as "TDP-43 proteinopathies". Aggregates of TDP-43 are present in the brains and spinal cords of >97% of amyotrophic lateral sclerosis (ALS), and in brains of ∼50% of frontotemporal dementia (FTD) patients. While mutations in the TDP-43 gene (TARDBP) are usually associated with ALS, many clinical reports have linked these mutations to cognitive impairments and/or FTD, but also to other neurodegenerative disorders including Parkinsonism (PD) or progressive supranuclear palsy (PSP). TDP-43 is a ubiquitously expressed, highly conserved RNA-binding protein that is involved in many cellular processes, mainly RNA metabolism. To investigate systemic pathological mechanisms in TDP-43 proteinopathies, aiming to capture the pleiotropic effects of TDP-43 mutations, we have further characterised a mouse model carrying a point mutation (M323K) within the endogenous Tardbp gene. Homozygous mutant mice developed cognitive and behavioural deficits as early as 3 months of age. This was coupled with significant brain structural abnormalities, mainly in the cortex, hippocampus, and white matter fibres, together with progressive cortical interneuron degeneration and neuroinflammation. At the motor level, progressive phenotypes appeared around 6 months of age. Thus, cognitive phenotypes appeared to be of a developmental origin with a mild associated progressive neurodegeneration, while the motor and neuromuscular phenotypes seemed neurodegenerative, underlined by a progressive loss of upper and lower motor neurons as well as distal denervation. This is accompanied by progressive elevated TDP-43 protein and mRNA levels in cortex and spinal cord of homozygous mutant mice from 3 months of age, together with increased cytoplasmic TDP-43 mislocalisation in cortex, hippocampus, hypothalamus, and spinal cord at 12 months of age. In conclusion, we find that Tardbp M323K homozygous mutant mice model many aspects of human TDP-43 proteinopathies, evidencing a dual role for TDP-43 in brain morphogenesis as well as in the maintenance of the motor system, making them an ideal in vivo model system to study the complex biology of TDP-43.


Assuntos
Esclerose Lateral Amiotrófica , Demência Frontotemporal , Proteinopatias TDP-43 , Animais , Pré-Escolar , Humanos , Camundongos , Esclerose Lateral Amiotrófica/metabolismo , Encéfalo/metabolismo , Cognição , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Demência Frontotemporal/genética , Demência Frontotemporal/patologia , Proteinopatias TDP-43/genética , Proteinopatias TDP-43/patologia
3.
Front Psychol ; 14: 1273608, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38034292

RESUMO

Introduction: The Addenbrooke's Cognitive Examination III (ACE-III) is a brief test useful for neuropsychological assessment. Several studies have validated the test for the diagnosis of Alzheimer's disease (AD) and frontotemporal dementia (FTD). In this study, we aimed to examine the metabolic correlates associated with the performance of ACE-III in AD and behavioral variant FTD. Methods: We enrolled 300 participants in a cross-sectional study, including 180 patients with AD, 60 with behavioral FTD (bvFTD), and 60 controls. An 18F-Fluorodeoxyglucose positron emission tomography study was performed in all cases. Correlation between the ACE-III and its domains (attention, memory, fluency, language, and visuospatial) with the brain metabolism was estimated. Results: The ACE-III showed distinct neural correlates in bvFTD and AD, effectively capturing the most relevant regions involved in these disorders. Neural correlates differed for each domain, especially in the case of bvFTD. Lower ACE-III scores were associated with more advanced stages in both disorders. The ACE-III exhibited high discrimination between bvFTD vs. HC, and between AD vs. HC. Additionally, it was sensitive to detect hypometabolism in brain regions associated with bvFTD and AD. Conclusion: Our study contributes to the knowledge of the brain regions associated with ACE-III, thereby facilitating its interpretation, and highlighting its suitability for screening and monitoring. This study provides further validation of ACE-III in the context of AD and FTD.

4.
Biology (Basel) ; 12(7)2023 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-37508364

RESUMO

Alzheimer's disease (AD), the leading cause of dementia, is a growing health issue with very limited treatment options. To meet the need for novel therapeutics, existing drugs with additional preferred pharmacological profiles could be recruited. This strategy is known as 'drug repurposing'. Here, we describe dimethyl fumarate (DMF), a drug approved to treat multiple sclerosis (MS), to be tested as a candidate for other brain diseases. We used an APP-transgenic model (APPtg) of senile ß-amyloidosis mice to further investigate the potential of DMF as a novel AD therapeutic. We treated male and female APPtg mice through drinking water at late stages of ß-amyloid (Aß) deposition. We found that DMF treatment did not result in modulating effects on Aß deposition at this stage. Interestingly, we found that glutathione-modified DMF interacts with the ATP-binding cassette transporter ABCC1, an important gatekeeper at the blood-brain and blood-plexus barriers and a key player for Aß export from the brain. Our findings suggest that ABCC1 prevents the effects of DMF, which makes DMF unsuitable as a novel therapeutic drug against AD. The discovered effects of ABCC1 also have implications for DMF treatment of multiple sclerosis.

5.
J Integr Neurosci ; 22(3): 75, 2023 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-37258443

RESUMO

BACKGROUND: Epilepsy is one of the most common neurologic diseases, and around 30% of all epilepsies, particularly the temporal lobe epilepsy (TLE), are highly refractory to current pharmacological treatments. Abnormal synchronic neuronal activity, brain glucose metabolism alterations, neurodegeneration and neuroinflammation are features of epilepsy. Further, neuroinflammation has been shown to contribute to dysregulation of neuronal excitability and the progression of epileptogenesis. Flufenamic acid (FLU), a non-steroidal anti-inflammatory drug, is also characterized by its wide properties as a dose-dependent ion channel modulator. In this context, in vitro studies have shown that it abolishes seizure-like events in neocortical slices stimulated with a gamma-aminobutyric acid A (GABAA) receptor blocker. However, little is known about its effects in animal models. Thus, our goal was to assess the efficacy and safety of a relatively high dose of FLU in the lithium-pilocarpine rat model of status epilepticus (SE). This animal model reproduces many behavioral and neurobiological features of TLE such as short-term brain hypometabolism, severe hippocampal neurodegeneration and inflammation reflected by a marked reactive astrogliosis. METHODS: FLU (100 mg/kg, i.p.) was administered to adult male rats, 150 min before SE induced by pilocarpine. Three days after the SE, brain glucose metabolism was assessed by 2-deoxy-2-[18F]-fluoro-D-glucose ([18F]FDG) positron emission tomography (PET). Markers of hippocampal integrity, neurodegeneration and reactive astrogliosis were also evaluated. RESULTS: FLU neither prevented the occurrence of the SE nor affected brain glucose hypometabolism as assessed by [18F]FDG PET. Regarding the neurohistochemical studies, FLU neither prevented neuronal damage nor hippocampal reactive astrogliosis. On the contrary, FLU increased the mortality rate and negatively affected body weight in the rats that survived the SE. CONCLUSIONS: Our results do not support an acute anticonvulsant effect of a single dose of FLU. Besides, FLU did not show short-term neuroprotective or anti-inflammatory effects in the rat lithium-pilocarpine model of SE. Moreover, at the dose administered, FLU resulted in deleterious effects.


Assuntos
Epilepsia do Lobo Temporal , Epilepsia , Estado Epiléptico , Ratos , Masculino , Animais , Lítio/efeitos adversos , Pilocarpina/efeitos adversos , Ácido Flufenâmico/metabolismo , Ácido Flufenâmico/farmacologia , Ácido Flufenâmico/uso terapêutico , Ratos Sprague-Dawley , Fluordesoxiglucose F18/metabolismo , Fluordesoxiglucose F18/farmacologia , Fluordesoxiglucose F18/uso terapêutico , Gliose/metabolismo , Doenças Neuroinflamatórias , Estado Epiléptico/induzido quimicamente , Estado Epiléptico/tratamento farmacológico , Estado Epiléptico/metabolismo , Epilepsia/metabolismo , Epilepsia do Lobo Temporal/induzido quimicamente , Epilepsia do Lobo Temporal/diagnóstico por imagem , Epilepsia do Lobo Temporal/tratamento farmacológico , Hipocampo/metabolismo , Glucose/metabolismo , Anti-Inflamatórios/efeitos adversos , Modelos Animais de Doenças
6.
Biomolecules ; 13(2)2023 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-36830699

RESUMO

Alzheimer's disease (AD) is the most common cause of dementia. Fingolimod has previously shown beneficial effects in different animal models of AD. However, it has shown contradictory effects when it has been applied at early disease stages. Our objective was to evaluate fingolimod in two different treatment paradigms. To address this aim, we treated male and female APP-transgenic mice for 50 days, starting either before plaque deposition at 50 days of age (early) or at 125 days of age (late). To evaluate the effects, we investigated the neuroinflammatory and glial markers, the Aß load, and the concentration of the brain-derived neurotrophic factor (BDNF). We found a reduced Aß load only in male animals in the late treatment paradigm. These animals also showed reduced microglia activation and reduced IL-1ß. No other treatment group showed any difference in comparison to the controls. On the other hand, we detected a linear correlation between BDNF and the brain Aß concentrations. The fingolimod treatment has shown beneficial effects in AD models, but the outcome depends on the neuroinflammatory state at the start of the treatment. Thus, according to our data, a fingolimod treatment would be effective after the onset of the first AD symptoms, mainly affecting the neuroinflammatory reaction to the ongoing Aß deposition.


Assuntos
Doença de Alzheimer , Camundongos , Animais , Masculino , Feminino , Cloridrato de Fingolimode/farmacologia , Precursor de Proteína beta-Amiloide , Peptídeos beta-Amiloides , Fator Neurotrófico Derivado do Encéfalo , Camundongos Transgênicos , Modelos Animais de Doenças
7.
Basic Res Cardiol ; 117(1): 52, 2022 10 24.
Artigo em Inglês | MEDLINE | ID: mdl-36279013

RESUMO

Ischemic stroke imparts elevated risk of heart failure though the underlying mechanisms remain poorly described. We aimed to characterize the influence of cerebral ischemic injury on cardiac function using multimodality molecular imaging to investigate brain and cardiac morphology and tissue inflammation in two mouse models of variable stroke severity. Transient middle cerebral artery occlusion (MCAo) generated extensive stroke damage (56.31 ± 40.39 mm3). Positron emission tomography imaging of inflammation targeting the mitochondrial translocator protein (TSPO) revealed localized neuroinflammation at 7 days after stroke compared to sham (3.8 ± 0.8 vs 2.6 ± 0.7 %ID/g max, p < 0.001). By contrast, parenchyma topical application of vasoconstrictor endothelin-1 did not generate significant stroke damage or neuroinflammatory cell activity. MCAo evoked a modest reduction in left ventricle ejection fraction at both 1 weeks and 3 weeks after stroke (LVEF at 3 weeks: 54.3 ± 5.7 vs 66.1 ± 3.5%, p < 0.001). This contractile impairment was paralleled by elevated cardiac TSPO PET signal compared to sham (8.6 ± 2.4 vs 5.8 ± 0.7%ID/g, p = 0.022), but was independent of leukocyte infiltration defined by flow cytometry. Stroke size correlated with severity of cardiac dysfunction (r = 0.590, p = 0.008). Statistical parametric mapping identified a direct association between neuroinflammation at 7 days in a cluster of voxels including the insular cortex and reduced ejection fraction (ρ = - 0.396, p = 0.027). Suppression of microglia led to lower TSPO signal at 7 days which correlated with spared late cardiac function after MCAo (r = - 0.759, p = 0.029). Regional neuroinflammation early after cerebral ischemia influences subsequent cardiac dysfunction. Total body TSPO PET enables monitoring of neuroinflammation, providing insights into brain-heart inter-organ communication and may guide therapeutic intervention to spare cardiac function post-stroke.


Assuntos
Isquemia Encefálica , Cardiopatias , Acidente Vascular Cerebral , Animais , Camundongos , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Isquemia Encefálica/metabolismo , Endotelina-1/metabolismo , Cardiopatias/metabolismo , Infarto da Artéria Cerebral Média/complicações , Infarto da Artéria Cerebral Média/diagnóstico por imagem , Inflamação/metabolismo , Imagem Molecular/métodos , Tomografia por Emissão de Pósitrons/métodos , Acidente Vascular Cerebral/metabolismo , Vasoconstritores
8.
Neuroscience ; 499: 142-151, 2022 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-35878719

RESUMO

Synaptic vesicle glycoprotein 2A (SV2A) is a transmembrane protein that binds levetiracetam and is involved in neurotransmission via an unknown mechanism. SV2A-immunoreactivity is reduced in animal models of epilepsy, and in postmortem hippocampi from patients with temporal lobe epilepsy. It is not known if other regions outside the hippocampus are affected in epilepsy, and whether SV2A expression is permanently reduced or regulated over time. In this study, we induced a generalized status epilepticus (SE) by systemic administration of lithium-pilocarpine to adult female rats. The brains from all animals experiencing SE were collected at different time points after the treatment. The radiotracer, [11C]-UCB-J, binds to SV2A with high affinity, and has been used for in vivo imaging as an a-proxy marker for synaptic density. Here we determined the level of tritiated UCB-J binding by semiquantitative autoradiography in the cerebral cortex, hippocampus, thalamus, and hypothalamus, and in cortical subregions. A prominent and highly significant reduction in SV2A binding capacity was observed over the first days after SE in the cerebral cortex and the hippocampus, but not in the thalamus and hypothalamus. The magnitude in reduction was larger and occurred earlier in the hippocampus and the piriform cortex, than in other cortical subregions. Interestingly, in all areas examined, the binding capacity returned to control levels 12 weeks after the SE comparable to the chronic epileptic phase. These data indicate that lithium-pilocarpine-induced epileptogenesis involves both loss and gain of synapses in the in a time-dependent manner.


Assuntos
Epilepsia , Estado Epiléptico , Animais , Encéfalo/metabolismo , Epilepsia/metabolismo , Feminino , Hipocampo/metabolismo , Lítio , Glicoproteínas de Membrana/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Pilocarpina , Ratos , Estado Epiléptico/induzido quimicamente , Estado Epiléptico/metabolismo
9.
EMBO Rep ; 23(7): e54405, 2022 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-35620875

RESUMO

Findings of early cerebral amyloid-ß deposition in mice after peripheral injection of amyloid-ß-containing brain extracts, and in humans following cadaveric human growth hormone treatment raised concerns that amyloid-ß aggregates and possibly Alzheimer's disease may be transmissible between individuals. Yet, proof that Aß actually reaches the brain from the peripheral injection site is lacking. Here, we use a proteomic approach combining stable isotope labeling of mammals and targeted mass spectrometry. Specifically, we generate 13 C-isotope-labeled brain extracts from mice expressing human amyloid-ß and track 13 C-lysine-labeled amyloid-ß after intraperitoneal administration into young amyloid precursor protein-transgenic mice. We detect injected amyloid-ß in the liver and lymphoid tissues for up to 100 days. In contrast, injected 13 C-lysine-labeled amyloid-ß is not detectable in the brain whereas the mice incorporate 13 C-lysine from the donor brain extracts into endogenous amyloid-ß. Using a highly sensitive and specific proteomic approach, we demonstrate that amyloid-ß does not reach the brain from the periphery. Our study argues against potential transmissibility of Alzheimer's disease while opening new avenues to uncover mechanisms of pathophysiological protein deposition.


Assuntos
Doença de Alzheimer , Príons , Doença de Alzheimer/metabolismo , Peptídeos beta-Amiloides/metabolismo , Precursor de Proteína beta-Amiloide/genética , Precursor de Proteína beta-Amiloide/metabolismo , Animais , Encéfalo/metabolismo , Modelos Animais de Doenças , Humanos , Isótopos , Lisina , Mamíferos/metabolismo , Camundongos , Camundongos Transgênicos , Príons/metabolismo , Proteômica
10.
J Alzheimers Dis ; 84(4): 1677-1690, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34719500

RESUMO

BACKGROUND: A wide range of techniques has been developed over the past decades to characterize amyloid-ß (Aß) pathology in mice. Until now, no method has been established to quantify spatial changes in Aß plaque deposition due to targeted delivery of substances using ALZET® pumps. OBJECTIVE: Development of a methodology to quantify the local distribution of Aß plaques after intracerebral infusion of compounds. METHODS: We have developed a toolbox to quantify Aß plaques in relation to intracerebral injection channels using Zeiss AxioVision® and Microsoft Excel® software. For the proof of concept, intracerebral stereotactic surgery was performed in 50-day-old APP-transgenic mice injected with PBS. At the age of 100 days, brains were collected for immunhistological analysis. RESULTS: The toolbox can be used to analyze and evaluate Aß plaques (number, size, and coverage) in specific brain areas based on their location relative to the point of the injection or the injection channel. The tool provides classification of Aß plaques in pre-defined distance groups using two different approaches. CONCLUSION: This new analytic toolbox facilitates the analysis of long-term continuous intracerebral experimental compound infusions using ALZET® pumps. This method generates reliable data for Aß deposition characterization in relation to the distribution of experimental compounds.


Assuntos
Doença de Alzheimer/tratamento farmacológico , Peptídeos beta-Amiloides/metabolismo , Encéfalo/patologia , Placa Amiloide/patologia , Doença de Alzheimer/patologia , Animais , Modelos Animais de Doenças , Humanos , Imuno-Histoquímica , Camundongos , Camundongos Transgênicos , Técnicas Estereotáxicas
11.
PLoS One ; 16(11): e0260482, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34818362

RESUMO

PURPOSE: Alterations in brain glucose metabolism detected by 2-deoxy-2-[18F]-fluoro-D-glucose (18F-FDG) positron emission tomography (PET) may serve as an early predictive biomarker and treatment target for epileptogenesis. Here, we aimed to investigate changes in cerebral glucose metabolism before induction of epileptogenesis, during epileptogenesis as well as during chronic epilepsy. As anesthesia is usually unavoidable for preclinical PET imaging and influences the distribution of the radiotracer, four different protocols were compared. PROCEDURES: We investigated 18F-FDG uptake phase in conscious rats followed by a static scan as well as dynamic scans under continuous isoflurane, medetomidine-midazolam-fentanyl (MMF), or propofol anesthesia. Furthermore, we applied different analysis approaches: atlas-based regional analysis, statistical parametric mapping, and kinetic analysis. RESULTS: At baseline and compared to uptake in conscious rats, isoflurane and propofol anesthesia resulted in decreased cortical 18F-FDG uptake while MMF anesthesia led to a globally decreased tracer uptake. During epileptogenesis, MMF anesthesia was clearly best distinctive for visualization of prominently increased glucometabolism in epilepsy-related brain areas. Kinetic modeling further increased sensitivity, particularly for continuous isoflurane anesthesia. During chronic epilepsy, hypometabolism affecting more or less the whole brain was detectable with all protocols. CONCLUSION: This study reveals evaluation of anesthesia protocols for preclinical 18F-FDG PET imaging as a critical step in the study design. Together with an appropriate data analysis workflow, the chosen anesthesia protocol may uncover otherwise concealed disease-associated regional glucometabolic changes.


Assuntos
Encéfalo/metabolismo , Epilepsia/metabolismo , Glucose/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Anestesia/métodos , Anestésicos Inalatórios/administração & dosagem , Anestésicos Inalatórios/farmacologia , Anestésicos Intravenosos/administração & dosagem , Anestésicos Intravenosos/farmacologia , Animais , Encéfalo/diagnóstico por imagem , Epilepsia/diagnóstico por imagem , Feminino , Fluordesoxiglucose F18/metabolismo , Glucose/análise , Isoflurano/administração & dosagem , Isoflurano/farmacologia , Propofol/administração & dosagem , Propofol/farmacologia , Ratos , Ratos Sprague-Dawley
12.
Metab Brain Dis ; 36(8): 2597-2602, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34570340

RESUMO

Status epilepticus (SE) is a clinical emergency with high mortality. SE can trigger neuronal death or injury and alteration of neuronal networks resulting in long-term cognitive decline or epilepsy. Among the multiple factors contributing to this damage, imbalance between oxygen and glucose requirements and brain perfusion during SE has been proposed. Herein, we aimed to quantify by neuroimaging the spatiotemporal course of brain perfusion during and after lithium-pilocarpine-induced SE in rats. To this purpose, animals underwent 99mTc-HMPAO SPECT imaging at different time points during and after SE using a small animal SPECT/CT system. 99mTc-HMPAO regional uptake was normalized to the injected dose. In addition, voxel-based statistical parametric mapping was performed. SPECT imaging showed an increase of cortical perfusion before clinical seizure activity onset followed by regional hypo-perfusion starting with the first convulsive seizure and during SE. Twenty-four hours after SE, brain 99mTc-HMPAO uptake was widely decreased. Finally, chronic epileptic animals showed regionally decreased perfusion affecting hippocampus and cortical sub-regions. Despite elevated energy and oxygen requirements, brain hypo-perfusion is present during SE. Our results suggest that insufficient compensation of required blood flow might contribute to neuronal damage and neuroinflammation, and ultimately to chronic epilepsy generated by SE.


Assuntos
Estado Epiléptico , Tomografia Computadorizada de Emissão de Fóton Único , Animais , Encéfalo/irrigação sanguínea , Encéfalo/diagnóstico por imagem , Circulação Cerebrovascular/fisiologia , Neuroimagem , Ratos , Estado Epiléptico/induzido quimicamente , Estado Epiléptico/diagnóstico por imagem , Tecnécio Tc 99m Exametazima , Tomografia Computadorizada de Emissão de Fóton Único/métodos
13.
J Neurosci Methods ; 364: 109371, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34592173

RESUMO

BACKGROUND: Interest in artificial intelligence-driven analysis of medical images has seen a steep increase in recent years. Thus, our paper aims to promote and facilitate the use of this state-of-the-art technology to fellow researchers and clinicians. NEW METHOD: We present custom deep learning models generated in DeePathology™ STUDIO without the need for background knowledge in deep learning and computer science underlined by practical suggestions. RESULTS: We describe the general workflow in this commercially available software and present three real-world examples how to detect microglia on IBA1-stained mouse brain sections including their differences, validation results and analysis of a sample slide. COMPARISON WITH EXISTING METHODS: Deep-learning assisted analysis of histological images is faster than classical analysis methods, and offers a wide variety of detection possibilities that are not available using methods based on staining intensity. CONCLUSIONS: Reduced researcher bias, increased speed and extended possibilities make deep-learning assisted analysis of histological images superior to traditional analysis methods for histological images.


Assuntos
Aprendizado Profundo , Animais , Inteligência Artificial , Encéfalo , Processamento de Imagem Assistida por Computador , Camundongos , Microglia
14.
Brain Res ; 1768: 147579, 2021 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-34233173

RESUMO

INTRODUCTION: Alzheimer's disease (AD) is the leading cause of dementia and a major global health issue. Currently, only limited treatment options are available to patients. One possibility to expand the treatment repertoire is repurposing of existing drugs such as dimethyl fumarate (DMF). DMF is approved for treatment of multiple sclerosis and previous animal studies have suggested that DMF may also have a beneficial effect for the treatment of AD. METHODS: We used an APPPS1 transgenic model of senile ß-amyloidosis and treated female mice orally with DMF in two treatment paradigms (pre and post onset). We quantified learning and memory parameters, ß-amyloidosis, and neuroinflammation to determine the potential of DMF as AD therapeutics. RESULTS: Treatment with DMF had no influence on water maze performance, ß-amyloid accumulation, plaque formation, microglia activation, and recruitment of immune cells to the brain. Compared to vehicle-treated animals, oral DMF treatment could not halt or retard disease progression in the mice. DISCUSSION: Our results do not favour the use of DMF as treatment for AD. While our results stand in contrast to previous findings in other models, they emphasize the importance of animal model selection and suggest further studies to elucidate the mechanisms leading to conflicting results.


Assuntos
Amiloidose/tratamento farmacológico , Disfunção Cognitiva/tratamento farmacológico , Fumarato de Dimetilo/farmacologia , Doença de Alzheimer/fisiopatologia , Peptídeos beta-Amiloides/metabolismo , Precursor de Proteína beta-Amiloide/metabolismo , Amiloidose/fisiopatologia , Animais , Encéfalo/metabolismo , Disfunção Cognitiva/fisiopatologia , Fumarato de Dimetilo/metabolismo , Modelos Animais de Doenças , Feminino , Hipocampo/metabolismo , Humanos , Inflamação/tratamento farmacológico , Camundongos , Camundongos Transgênicos , Doenças Neuroinflamatórias/tratamento farmacológico , Fragmentos de Peptídeos/metabolismo
15.
J Alzheimers Dis ; 79(2): 597-605, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33337377

RESUMO

BACKGROUND: Detailed pathology analysis and morphological quantification is tedious and prone to errors. Automatic image analysis can help to increase objectivity and reduce time. Here, we present the evaluation of the DeePathology STUDIO™ for automatic analysis of histological whole-slide images using machine learning/artificial intelligence. OBJECTIVE: To evaluate and validate the use of DeePathology STUDIO for the analysis of histological slides at high resolution. METHODS: We compared the DeePathology STUDIO and our current standard method using macros in AxioVision for the analysis of amyloid-ß (Aß) plaques and microglia in APP-transgenic mice at different ages. We analyzed density variables and total time invested with each approach. In addition, we correlated Aß concentration in brain tissue measured by ELISA with the results of Aß staining analysis. RESULTS: DeePathology STUDIO showed a significant decrease of the time for establishing new analyses and the total analysis time by up to 90%. On the other hand, both approaches showed similar quantitative results in plaque and activated microglia density in the different experimental groups. DeePathology STUDIO showed higher sensitivity and accuracy for small-sized plaques. In addition, DeePathology STUDIO allowed the classification of plaques in diffuse- and dense-packed, which was not possible with our traditional analysis. CONCLUSION: DeePathology STUDIO substantially reduced the effort needed for a new analysis showing comparable quantitative results to the traditional approach. In addition, it allowed including different objects (categories) or cell types in a single analysis, which is not possible with conventional methods.


Assuntos
Modelos Animais de Doenças , Processamento de Imagem Assistida por Computador , Aprendizado de Máquina , Microglia/patologia , Placa Amiloide/patologia , Doença de Alzheimer/patologia , Animais , Camundongos , Camundongos Transgênicos
16.
Artigo em Inglês | MEDLINE | ID: mdl-34977908

RESUMO

Adenosine-triphosphate-(ATP)-binding cassette (ABC) transport proteins are ubiquitously present membrane-bound efflux pumps that distribute endo- and xenobiotics across intra- and intercellular barriers. Discovered over 40 years ago, ABC transporters have been identified as key players in various human diseases, such as multidrug-resistant cancer and atherosclerosis, but also neurodegenerative diseases, such as Alzheimer's disease (AD). Most prominent and well-studied are ABCB1, ABCC1, and ABCG2, not only due to their contribution to the multidrug resistance (MDR) phenotype in cancer, but also due to their contribution to AD. However, our understanding of other ABC transporters is limited, and most of the 49 human ABC transporters have been largely neglected as potential targets for novel small-molecule drugs. This is especially true for the ABCA subfamily, which contains several members known to play a role in AD initiation and progression. This review provides up-to-date information on the proposed functional background and pathological role of ABCA transporters in AD. We also provide an overview of small-molecules shown to interact with ABCA transporters as well as potential in silico, in vitro, and in vivo methodologies to gain novel templates for the development of innovative ABC transporter-targeting diagnostics and therapeutics.

17.
J Alzheimers Dis ; 77(3): 1209-1221, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32831204

RESUMO

BACKGROUND: The recent failure of clinical trials to treat Alzheimer's disease (AD) indicates that the current approach of modifying disease is either wrong or is too late to be efficient. Mild cognitive impairment (MCI) denotes the phase between the preclinical phase and clinical overt dementia. AD mouse models that overexpress human amyloid-ß (Aß) are used to study disease pathogenesis and to conduct drug development/testing. However, there is no direct correlation between the Aß deposition, the age of onset, and the severity of cognitive dysfunction. OBJECTIVE: To detect and predict MCI when Aß plaques start to appear in the hippocampus of an AD mouse. METHODS: We trained wild-type and AD mice in a Morris water maze (WM) task with different inter-trial intervals (ITI) at 3 months of age and assessed their WM performance. Additionally, we used a classification algorithm to predict the genotype (APPtg versus wild-type) of an individual mouse from their respective WM data. RESULTS: MCI can be empirically detected using a short-ITI protocol. We show that the ITI modulates the spatial learning of AD mice without affecting the formation of spatial memory. Finally, a simple classification algorithm such as logistic regression on WM data can give an accurate prediction of the cognitive dysfunction of a specific mouse. CONCLUSION: MCI can be detected as well as predicted simultaneously with the onset of Aß deposition in the hippocampus in AD mouse model. The mild cognitive impairment prediction can be used for assessing the efficacy of a treatment.


Assuntos
Doença de Alzheimer/genética , Doença de Alzheimer/psicologia , Disfunção Cognitiva/genética , Disfunção Cognitiva/psicologia , Doença de Alzheimer/patologia , Animais , Disfunção Cognitiva/patologia , Feminino , Previsões , Humanos , Aprendizagem em Labirinto/fisiologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos
18.
Drugs R D ; 20(3): 197-207, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32696271

RESUMO

Fingolimod is an approved treatment for relapsing-remitting multiple sclerosis (MS), and its properties in different pathways have raised interest in therapy research for other neurodegenerative diseases. Fingolimod is an agonist of sphingosine-1-phosphate (S1P) receptors. Its main pharmacologic effect is immunomodulation by lymphocyte homing, thereby reducing the numbers of T and B cells in circulation. Because of the ubiquitous expression of S1P receptors, other effects have also been described. Here, we review preclinical experiments evaluating the effects of treatment with fingolimod in neurodegenerative diseases other than MS, such as Alzheimer's disease or epilepsy. Fingolimod has shown neuroprotective effects in different animal models of neurodegenerative diseases, summarized here, correlating with increased brain-derived neurotrophic factor and improved disease phenotype (cognition and/or motor abilities). As expected, treatment also induced reductions in different neuroinflammatory markers because of not only inhibition of lymphocytes but also direct effects on astrocytes and microglia. Furthermore, fingolimod treatment exhibited additional effects for specific neurodegenerative disorders, such as reduction of amyloid-ß production, and antiepileptogenic properties. The neuroprotective effects exerted by fingolimod in these preclinical studies are reviewed and support the translation of fingolimod into clinical trials as treatment in neurodegenerative diseases beyond neuroinflammatory conditions (MS).


Assuntos
Cloridrato de Fingolimode/uso terapêutico , Doenças do Sistema Nervoso/tratamento farmacológico , Moduladores do Receptor de Esfingosina 1 Fosfato/uso terapêutico , Doença de Alzheimer/tratamento farmacológico , Animais , Anti-Inflamatórios não Esteroides/uso terapêutico , Modelos Animais de Doenças , Avaliação Pré-Clínica de Medicamentos , Epilepsia/tratamento farmacológico , Humanos , Linfócitos/metabolismo , Camundongos , Esclerose Múltipla/tratamento farmacológico , Fármacos Neuroprotetores/uso terapêutico , Ratos
19.
Neurotherapeutics ; 17(3): 1228-1238, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-31970667

RESUMO

Epileptogenesis-associated brain inflammation might be a promising target to prevent or attenuate epileptogenesis. Positron emission tomography (PET) imaging targeting the translocator protein (TSPO) was applied here to quantify effects of different dosing regimens of the anti-inflammatory drug minocycline during the latent phase in two rodent models of epileptogenesis. After induction of epileptogenesis by status epilepticus (SE), rats were treated with minocycline for 7 days (25 or 50 mg/kg) and mice for 5 or 10 days (50 or 100 mg/kg). All animals were subjected to scans at 1 and 2 weeks post-SE. Radiotracer distribution was analyzed and statistical parametric mapping (SPM) was performed, as well as histological analysis of astroglial activation and neuronal cell loss. Atlas-based analysis of [18F]GE180 PET in rats revealed a dose-dependent regional decrease of TSPO expression at 2 weeks post-SE. Results of SPM analysis depicted a treatment effect already at 1 week post-SE in rats treated with the higher minocycline dose. In mice, TSPO PET imaging did not reveal any treatment effects whereas histology identified only a treatment-related reduction in dispersion of dentate gyrus neurons. TSPO PET served as an auspicious tool for temporal monitoring and quantification of anti-inflammatory effects during epileptogenesis. Importantly, the findings underline the need to applying more than one animal model to avoid missing treatment effects. For future studies, the setup is ready to be applied in combination with seizure monitoring to investigate the relationship between individual early treatment response and disease outcome.


Assuntos
Anti-Inflamatórios/metabolismo , Proteínas de Transporte/metabolismo , Epilepsia/metabolismo , Minociclina/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Compostos Radiofarmacêuticos/metabolismo , Receptores de GABA-A/metabolismo , Animais , Anti-Inflamatórios/uso terapêutico , Encéfalo/diagnóstico por imagem , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Modelos Animais de Doenças , Epilepsia/diagnóstico por imagem , Epilepsia/tratamento farmacológico , Feminino , Masculino , Camundongos , Minociclina/uso terapêutico , Ratos , Ratos Sprague-Dawley , Resultado do Tratamento
20.
J Cereb Blood Flow Metab ; 40(1): 204-213, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-30375913

RESUMO

Alterations in metabolism during epileptogenesis may be a therapy target. Recently, an increase in amino acid transport into the brain was proposed to play a role in epileptogenesis. We aimed to characterize alterations of substrate utilization during epileptogenesis and in chronic epilepsy. The lithium-pilocarpine post status epilepticus (SE) rat model was used. We performed longitudinal O-(2-[(18)F]fluoroethyl)-l-tyrosine (18F-FET) and 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) and calculated 18F-FET volume of distribution (Vt) and 18F-FDG uptake. Correlation analyses were performed with translocator protein-PET defined neuroinflammation from previously acquired data. We found reduced 18F-FET Vt at 48 h after SE (amygdala: -30.2%, p = 0.014), whereas 18F-FDG showed increased glucose uptake 4 and 24 h after SE (hippocampus: + 43.6% and +42.5%, respectively; p < 0.001) returning to baseline levels thereafter. In chronic epileptic animals, we found a reduction in 18F-FET and 18F-FDG in the hippocampus. No correlation was found for 18F-FET or 18F-FDG to microglial activation at seven days post SE. Whereas metabolic alterations do not reflect higher metabolism associated to activated microglia, they might be partially driven by chronic neuronal loss. However, both metabolisms diverge during early epileptogenesis, pointing to amino acid turnover as a possible biomarker and/or therapeutic target for epileptogenesis.


Assuntos
Encefalopatias Metabólicas/diagnóstico por imagem , Encéfalo/metabolismo , Epilepsia/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Aminoácidos/farmacocinética , Tonsila do Cerebelo/diagnóstico por imagem , Tonsila do Cerebelo/metabolismo , Animais , Encefalopatias Metabólicas/etiologia , Encefalopatias Metabólicas/metabolismo , Doença Crônica , Modelos Animais de Doenças , Radioisótopos de Flúor , Fluordesoxiglucose F18 , Hipocampo/diagnóstico por imagem , Hipocampo/metabolismo , Ratos , Especificidade por Substrato
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