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1.
Neuroimage ; 297: 120748, 2024 Aug 15.
Article in English | MEDLINE | ID: mdl-39069223

ABSTRACT

AIM: ß-amyloid (Aß) small animal PET facilitates quantification of fibrillar amyloidosis in Alzheimer's disease (AD) mouse models. Thus, the methodology is receiving growing interest as a monitoring tool in preclinical drug trials. In this regard, harmonization of data from different scanners at multiple sites would allow the establishment large collaborative cohorts and may facilitate efficacy comparison of different treatments. Therefore, we objected to determine the level of agreement of Aß-PET quantification by a head-to-head comparison of three different state-of-the-art small animal PET scanners, which could help pave the way for future multicenter studies. METHODS: Within a timeframe of 5 ± 2 weeks, transgenic APPPS1 (n = 9) and wild-type (WT) (n = 8) mice (age range: 13-16 months) were examined three times by Aß-PET ([18F]florbetaben) using a Siemens Inveon DPET, a MedisonanoScan PET/MR, and a MedisonanoScan PET/CT with harmonized reconstruction protocols. Cortex-to-white-matter 30-60 min p.i. standardized uptake value ratios (SUVRCTX/WM) were calculated to compare binding differences, effect sizes (Cohen's d) and z-score values of APPPS1 relative to WT mice. Correlation coefficients (Pearson's r) were calculated for the agreement of individual SUVR between different scanners. Voxel-wise analysis was used to determine the agreement of spatial pathology patterns. For validation of PET imaging against the histological gold standard, individual SUVR values were subject to a correlation analysis with area occupancy of methoxy­X04 staining. RESULTS: All three small animal PET scanners yielded comparable group differences between APPPS1 and WT mice (∆PET=20.4 % ± 2.9 %, ∆PET/MR=18.4 % ± 4.5 %, ∆PET/CT=18.1 % ± 3.3 %). Voxel-wise analysis confirmed a high degree of congruency of the spatial pattern (Dice coefficient (DC)PETvs.PET/MR=83.0 %, DCPETvs.PET/CT=69.3 %, DCPET/MRvs.PET/CT=81.9 %). Differences in the group level variance of the three scanners resulted in divergent z-scores (zPET=11.5 ± 1.6; zPET/MR=5.3 ± 1.3; zPET/CT=3.4 ± 0.6) and effect sizes (dPET=8.5, dPET/MR=4.5, dPET/CT=4.1). However, correlations at the individual mouse level were still strong between scanners (rPETvs.PET/MR=0.96, rPETvs.PET/CT=0.91, rPET/MRvs.PET/CT=0.87; all p ≤ 0.0001). Methoxy-X04 staining exhibited a significant correlation across all three PET machines combined (r = 0.76, p < 0.0001) but also at individual level (PET: r = 0.81, p = 0.026; PET/MR: r = 0.89, p = 0.0074; PET/CT: r = 0.93, p = 0.0028). CONCLUSIONS: Our comparison of standardized small animal Aß-PET acquired by three different scanners substantiates the possibility of moving towards a multicentric approach in preclinical AD research. The alignment of image acquisition and analysis methods achieved good overall comparability between data sets. Nevertheless, differences in variance of sensitivity and specificity of different scanners may limit data interpretation at the individual mouse level and deserves methodological optimization.


Subject(s)
Alzheimer Disease , Amyloid beta-Peptides , Disease Models, Animal , Mice, Transgenic , Positron-Emission Tomography , Animals , Positron-Emission Tomography/methods , Mice , Amyloid beta-Peptides/metabolism , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/metabolism , Brain/diagnostic imaging , Brain/metabolism , Aniline Compounds , Male , Stilbenes
2.
Neuroimage ; 286: 120513, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38191101

ABSTRACT

Among functional imaging methods, metabolic connectivity (MC) is increasingly used for investigation of regional network changes to examine the pathophysiology of neurodegenerative diseases such as Alzheimer's disease (AD) or movement disorders. Hitherto, MC was mostly used in clinical studies, but only a few studies demonstrated the usefulness of MC in the rodent brain. The goal of the current work was to analyze and validate metabolic regional network alterations in three different mouse models of neurodegenerative diseases (ß-amyloid and tau) by use of 2-deoxy-2-[18F]fluoro-d-glucose positron emission tomography (FDG-PET) imaging. We compared the results of FDG-µPET MC with conventional VOI-based analysis and behavioral assessment in the Morris water maze (MWM). The impact of awake versus anesthesia conditions on MC read-outs was studied and the robustness of MC data deriving from different scanners was tested. MC proved to be an accurate and robust indicator of functional connectivity loss when sample sizes ≥12 were considered. MC readouts were robust across scanners and in awake/ anesthesia conditions. MC loss was observed throughout all brain regions in tauopathy mice, whereas ß-amyloid indicated MC loss mainly in spatial learning areas and subcortical networks. This study established a methodological basis for the utilization of MC in different ß-amyloid and tau mouse models. MC has the potential to serve as a read-out of pathological changes within neuronal networks in these models.


Subject(s)
Alzheimer Disease , Neurodegenerative Diseases , Tauopathies , Mice , Animals , Fluorodeoxyglucose F18/metabolism , Amyloid beta-Peptides/metabolism , Alzheimer Disease/pathology , Tauopathies/pathology , Brain/metabolism , Neurodegenerative Diseases/metabolism , Positron-Emission Tomography/methods , tau Proteins/metabolism
3.
Eur J Nucl Med Mol Imaging ; 51(2): 395-404, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37796306

ABSTRACT

PURPOSE: A reliable method for regional in vivo imaging of radiation-induced cellular damage would be of great importance for the detection of therapy-induced injury to healthy tissue and the choice of adequate treatment of radiation emergency patients in both civilian and military events. This study aimed to investigate in a mouse model if positron emission tomography (PET) imaging with proliferation and apoptosis markers is potentially suitable for this purpose. METHODS: Four groups, including twenty mice (wild-type C57BL/6) each, were whole-body irradiated with 0 Gy, 0.5 Gy, 1 Gy, and 3 Gy and examined by PET over a six-month period at defined time points. 3'-[18F]fluoro-3'-deoxythymidine ([18F]FLT) and 2-(5-[18F]fluoropentyl)-2-methyl malonic acid ([18F]ML-10) were used to visualise proliferation and apoptosis. Regional standard uptake values were compared with respect to irradiation dose over time. Histologic data and peripheral blood cell values were correlated with the PET results. RESULTS: The hematopoietic bone marrow showed a significantly increased [18F]FLT signal at early time points after radiation exposure (day 3 and day 7). This correlated with blood parameters, especially leukocytes, and histological data. A significantly increased [18F]FLT signal also occurred in the gastrointestinal tract and thymus at early time points. An increased [18F]ML-10 signal related to irradiation doses was observed in the bone marrow on day 8, but there was a high variability of standard uptake values and no correlation with histological data. CONCLUSION: [18F]FLT showed potential to visualise the extent, regional distribution and recovery from radiation-induced cellular damage in the bone marrow, gastrointestinal tract and thymus. The potential of [18F]FLT imaging to assess the extent of bone marrow affected by irradiation might be especially useful to predict the subsequent severity of hematopoietic impairment and to adapt the therapy of the bone marrow reserve. [18F]ML-10 PET proved to be not sensitive enough for the reliable detection of radiation induced apoptosis.


Subject(s)
Positron-Emission Tomography , Whole-Body Irradiation , Humans , Mice , Animals , Whole-Body Irradiation/adverse effects , Mice, Inbred C57BL , Positron-Emission Tomography/methods , Disease Models, Animal , Cell Proliferation/radiation effects , Apoptosis , Dideoxynucleosides
4.
Animals (Basel) ; 13(11)2023 May 30.
Article in English | MEDLINE | ID: mdl-37531139

ABSTRACT

Longitudinal studies on mouse models related to Alzheimer disease (AD) pathology play an important role in the investigation of therapeutic targets to help pharmaceutical research in the development of new drugs and in the attempt of an early diagnosis that can contribute to improving people's quality of life. There are several advantages to enriching longitudinal studies in AD models with Positron Emission Tomography (PET); among these advantages, the possibility of following the principle of the 3Rs of animal welfare is fundamental. In this manuscript, good daily experimental practice focusing on animal welfare is described and commented upon, based on the experience attained from studies conducted in our Nuclear Medicine department.

5.
Front Aging Neurosci ; 14: 854031, 2022.
Article in English | MEDLINE | ID: mdl-35431893

ABSTRACT

We undertook longitudinal ß-amyloid positron emission tomography (Aß-PET) imaging as a translational tool for monitoring of chronic treatment with the peroxisome proliferator-activated receptor gamma (PPARγ) agonist pioglitazone in Aß model mice. We thus tested the hypothesis this treatment would rescue from increases of the Aß-PET signal while promoting spatial learning and preservation of synaptic density. Here, we investigated longitudinally for 5 months PS2APP mice (N = 23; baseline age: 8 months) and App NL-G-F mice (N = 37; baseline age: 5 months) using Aß-PET. Groups of mice were treated with pioglitazone or vehicle during the follow-up interval. We tested spatial memory performance and confirmed terminal PET findings by immunohistochemical and biochemistry analyses. Surprisingly, Aß-PET and immunohistochemistry revealed a shift toward higher fibrillary composition of Aß-plaques during upon chronic pioglitazone treatment. Nonetheless, synaptic density and spatial learning were improved in transgenic mice with pioglitazone treatment, in association with the increased plaque fibrillarity. These translational data suggest that a shift toward higher plaque fibrillarity protects cognitive function and brain integrity. Increases in the Aß-PET signal upon immunomodulatory treatments targeting Aß aggregation can thus be protective.

6.
J Nucl Med ; 63(1): 117-124, 2022 01.
Article in English | MEDLINE | ID: mdl-34016733

ABSTRACT

ß-amyloid (Aß) PET is an important tool for quantification of amyloidosis in the brain of suspected Alzheimer disease (AD) patients and transgenic AD mouse models. Despite the excellent correlation of Aß PET with gold standard immunohistochemical assessments, the relative contributions of fibrillar and nonfibrillar Aß components to the in vivo Aß PET signal remain unclear. Thus, we obtained 2 murine cerebral amyloidosis models that present with distinct Aß plaque compositions and performed regression analysis between immunohistochemistry and Aß PET to determine the biochemical contributions to Aß PET signal in vivo. Methods: We investigated groups of AppNL-G-F and APPPS1 mice at 3, 6, and 12 mo of age by longitudinal 18F-florbetaben Aß PET and with immunohistochemical analysis of the fibrillar and total Aß burdens. We then applied group-level intermodality regression models using age- and genotype-matched sets of fibrillar and nonfibrillar Aß data (predictors) and Aß PET results (outcome) for both Aß mouse models. An independent group of double-hit APPPS1 mice with dysfunctional microglia due to knockout of triggering receptor expression on myeloid cells 2 (Trem2-/-) served for validation and evaluation of translational impact. Results: Neither fibrillar nor nonfibrillar Aß content alone sufficed to explain the Aß PET findings in either AD model. However, a regression model compiling fibrillar and nonfibrillar Aß together with the estimate of individual heterogeneity and age at scanning could explain a 93% of variance of the Aß PET signal (P < 0.001). Fibrillar Aß burden had a 16-fold higher contribution to the Aß PET signal than nonfibrillar Aß. However, given the relatively greater abundance of nonfibrillar Aß, we estimate that nonfibrillar Aß produced 79% ± 25% of the net in vivo Aß PET signal in AppNL-G-F mice and 25% ± 12% in APPPS1 mice. Corresponding results in separate groups of APPPS1/Trem2-/- and APPPS1/Trem2+/+ mice validated the calculated regression factors and revealed that the altered fibrillarity due to Trem2 knockout impacts the Aß PET signal. Conclusion: Taken together, the in vivo Aß PET signal derives from the composite of fibrillar and nonfibrillar Aß plaque components. Although fibrillar Aß has inherently higher PET tracer binding, the greater abundance of nonfibrillar Aß plaque in AD-model mice contributes importantly to the PET signal.


Subject(s)
Plaque, Amyloid
7.
Theranostics ; 11(18): 8964-8976, 2021.
Article in English | MEDLINE | ID: mdl-34522221

ABSTRACT

Modulation of the innate immune system is emerging as a promising therapeutic strategy against Alzheimer's disease (AD). However, determinants of a beneficial therapeutic effect are ill-understood. Thus, we investigated the potential of 18 kDa translocator protein positron-emission-tomography (TSPO-PET) for assessment of microglial activation in mouse brain before and during chronic immunomodulation. Methods: Serial TSPO-PET was performed during five months of chronic microglia modulation by stimulation of the peroxisome proliferator-activated receptor (PPAR)-γ with pioglitazone in two different mouse models of AD (PS2APP, AppNL-G-F ). Using mixed statistical models on longitudinal TSPO-PET data, we tested for effects of therapy and sex on treatment response. We tested correlations of baseline with longitudinal measures of TSPO-PET, and correlations between PET results with spatial learning performance and ß-amyloid accumulation of individual mice. Immunohistochemistry was used to determine the molecular source of the TSPO-PET signal. Results: Pioglitazone-treated female PS2APP and AppNL-G-F mice showed attenuation of the longitudinal increases in TSPO-PET signal when compared to vehicle controls, whereas treated male AppNL-G-F mice showed the opposite effect. Baseline TSPO-PET strongly predicted changes in microglial activation in treated mice (R = -0.874, p < 0.0001) but not in vehicle controls (R = -0.356, p = 0.081). Reduced TSPO-PET signal upon pharmacological treatment was associated with better spatial learning despite higher fibrillar ß-amyloid accumulation. Immunohistochemistry confirmed activated microglia to be the source of the TSPO-PET signal (R = 0.952, p < 0.0001). Conclusion: TSPO-PET represents a sensitive biomarker for monitoring of immunomodulation and closely reflects activated microglia. Sex and pre-therapeutic assessment of baseline microglial activation predict individual immunomodulation effects and may serve for responder stratification.


Subject(s)
Alzheimer Disease/metabolism , Microglia/metabolism , Receptors, GABA/metabolism , Amyloid beta-Peptides/metabolism , Animals , Brain/diagnostic imaging , Brain/metabolism , Disease Models, Animal , Female , Immunity, Innate/immunology , Immunomodulation/immunology , Immunomodulation/physiology , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , PPAR gamma/drug effects , PPAR gamma/metabolism , Pioglitazone/pharmacology , Positron-Emission Tomography/methods , Receptors, GABA/physiology , Sex Factors
8.
Neuroimage ; 230: 117707, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33385560

ABSTRACT

BACKGROUND: In Alzheimer`s disease (AD), regional heterogeneity of ß-amyloid burden and microglial activation of individual patients is a well-known phenomenon. Recently, we described a high incidence of inter-individual regional heterogeneity in terms of asymmetry of plaque burden and microglial activation in ß-amyloid mouse models of AD as assessed by positron-emission-tomography (PET). We now investigate the regional associations between amyloid plaque burden, microglial activation, and impaired spatial learning performance in transgenic mice in vivo. METHODS: In 30 AppNL-G-F mice (15 female, 15 male) we acquired cross-sectional 18 kDa translocator protein (TSPO-PET, 18F-GE-180) and ß-amyloid-PET (18F-florbetaben) scans at ten months of age. Control data were obtained from age- and sex-matched C57BI/6 wild-type mice. We assessed spatial learning (i.e. Morris water maze) within two weeks of PET scanning and correlated the principal component of spatial learning performance scores with voxel-wise ß-amyloid and TSPO tracer uptake maps in AppNL-G-F mice, controlled for age and sex. In order to assess the effects of hemispheric asymmetry, we also analyzed correlations of spatial learning performance with tracer uptake in bilateral regions of interest for frontal cortex, entorhinal/piriform cortex, amygdala, and hippocampus, using a regression model. We tested the correlation between regional asymmetry of PET biomarkers with individual spatial learning performance. RESULTS: Voxel-wise analyses in AppNL-G-F mice revealed that higher TSPO-PET signal in the amygdala, entorhinal and piriform cortices, the hippocampus and the hypothalamus correlated with spatial learning performance. Region-based analysis showed significant correlations between TSPO expression in the right entorhinal/piriform cortex and the right amygdala and spatial learning performance, whereas there were no such correlations in the left hemisphere. Right lateralized TSPO expression in the amygdala predicted better performance in the Morris water maze (ß = -0.470, p = 0.013), irrespective of the global microglial activation and amyloid level. Region-based results for amyloid-PET showed no significant associations with spatial learning. CONCLUSION: Elevated microglial activation in the right amygdala-entorhinal-hippocampal complex of AppNL-G-F mice is associated with better spatial learning. Our findings support a protective role of microglia on cognitive function when they highly express TSPO in specific brain regions involved in spatial memory.


Subject(s)
Amygdala/metabolism , Amyloid beta-Protein Precursor/biosynthesis , Entorhinal Cortex/metabolism , Hippocampus/metabolism , Microglia/metabolism , Spatial Learning/physiology , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Amyloid beta-Protein Precursor/genetics , Animals , Female , Humans , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Positron-Emission Tomography/methods , Receptors, GABA/biosynthesis , Receptors, GABA/genetics
9.
J Neuroinflammation ; 17(1): 374, 2020 Dec 14.
Article in English | MEDLINE | ID: mdl-33317543

ABSTRACT

BACKGROUND: In vivo assessment of neuroinflammation by 18-kDa translocator protein positron-emission-tomography (TSPO-PET) ligands receives growing interest in preclinical and clinical research of neurodegenerative disorders. Higher TSPO-PET binding as a surrogate for microglial activation in females has been reported for cognitively normal humans, but such effects have not yet been evaluated in rodent models of neurodegeneration and their controls. Thus, we aimed to investigate the impact of sex on microglial activation in amyloid and tau mouse models and wild-type controls. METHODS: TSPO-PET (18F-GE-180) data of C57Bl/6 (wild-type), AppNL-G-F (ß-amyloid model), and P301S (tau model) mice was assessed longitudinally between 2 and 12 months of age. The AppNL-G-F group also underwent longitudinal ß-amyloid-PET imaging (Aß-PET; 18F-florbetaben). PET results were confirmed and validated by immunohistochemical investigation of microglial (Iba-1, CD68), astrocytic (GFAP), and tau (AT8) markers. Findings in cerebral cortex were compared by sex using linear mixed models for PET data and analysis of variance for immunohistochemistry. RESULTS: Wild-type mice showed an increased TSPO-PET signal over time (female +23%, male +4%), with a significant sex × age interaction (T = - 4.171, p < 0.001). The Aß model AppNL-G-F mice also showed a significant sex × age interaction (T = - 2.953, p = 0.0048), where cortical TSPO-PET values increased by 31% in female AppNL-G-F mice, versus only 6% in the male mice group from 2.5 to 10 months of age. Immunohistochemistry for the microglial markers Iba-1 and CD68 confirmed the TSPO-PET findings in male and female mice aged 10 months. Aß-PET in the same AppNL-G-F mice indicated no significant sex × age interaction (T = 0.425, p = 0.673). The P301S tau model showed strong cortical increases of TSPO-PET from 2 to 8.5 months of age (female + 32%, male + 36%), without any significant sex × age interaction (T = - 0.671, p = 0.504), and no sex differences in Iba-1, CD68, or AT8 immunohistochemistry. CONCLUSION: Female mice indicate sex-dependent microglia activation in aging and in response to amyloidosis but not in response to tau pathology. This calls for consideration of sex difference in TSPO-PET studies of microglial activation in mouse models of neurodegeneration and by extension in human studies.


Subject(s)
Amyloidosis/metabolism , Disease Models, Animal , Neurodegenerative Diseases/metabolism , Neuroglia/metabolism , Sex Characteristics , tau Proteins/metabolism , Aging/metabolism , Aging/pathology , Amyloidosis/genetics , Amyloidosis/pathology , Animals , Female , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Neurodegenerative Diseases/genetics , Neurodegenerative Diseases/pathology , Neuroglia/pathology , Positron-Emission Tomography/methods , Positron-Emission Tomography/trends , tau Proteins/genetics
10.
EJNMMI Res ; 10(1): 112, 2020 Sep 29.
Article in English | MEDLINE | ID: mdl-32990819

ABSTRACT

BACKGROUND: Stress exposure can significantly affect serotonergic signaling with a particular impact on 5-HT1A receptor expression. Positron emission tomography (PET) provides opportunities for molecular imaging of alterations in 5-HT1A receptor binding following stress exposure. Considering the possible role of 5-HT1A receptors in stress coping mechanisms, respective imaging approaches are of particular interest. MATERIAL AND METHODS: For twelve consecutive days, Sprague Dawley rats were exposed to daily transport with a 1 h stay in a laboratory or daily transport plus 1 h restraint in a narrow tube. Following, animals were subjected to µPET imaging with 2'-methoxyphenyl-(N-2'-pyridinyl)-p-[18F]fluoro-benzamidoethylpiperazine ([18F]MPPF) and 2-deoxy-2-[18F]fluoro-D-glucose ([18F]FDG). Behavioral and biochemical parameters were analyzed to obtain additional information. RESULTS: In rats with repeated transport, hippocampal [18F]MPPF binding exceeded that in the naive group, while no difference in [18F]FDG uptake was detected between the groups. A transient decline in body weight was observed in rats with transport or combined transport and restraint. Thereby, body weight development correlated with [18F]MPPF binding. CONCLUSIONS: Mild-to-moderate stress associated with daily transport and exposure to a laboratory environment can trigger significant alterations in hippocampal binding of the 5-HT1A receptor ligand [18F]MPPF. This finding indicates that utmost care is necessary to control and report transport and associated handling procedures for animals used in µPET studies analyzing the serotonergic system in order to enhance the robustness of conclusions and allow replicability of findings. In view of earlier studies indicating that an increase in hippocampal 5-HT1A receptor expression may be associated with a resilience to stress, it would be of interest to further evaluate 5-HT1A receptor imaging approaches as a candidate biomarker for the vulnerability to stress.

11.
J Neuroinflammation ; 17(1): 208, 2020 Jul 13.
Article in English | MEDLINE | ID: mdl-32660586

ABSTRACT

BACKGROUND: P301S tau transgenic mice show age-dependent accumulation of neurofibrillary tangles in the brainstem, hippocampus, and neocortex, leading to neuronal loss and cognitive deterioration. However, there is hitherto only sparse documentation of the role of neuroinflammation in tau mouse models. Thus, we analyzed longitudinal microglial activation by small animal 18 kDa translocator protein positron-emission-tomography (TSPO µPET) imaging in vivo, in conjunction with terminal assessment of tau pathology, spatial learning, and cerebral glucose metabolism. METHODS: Transgenic P301S (n = 33) and wild-type (n = 18) female mice were imaged by 18F-GE-180 TSPO µPET at the ages of 1.9, 3.9, and 6.4 months. We conducted behavioral testing in the Morris water maze, 18F-fluordesoxyglucose (18F-FDG) µPET, and AT8 tau immunohistochemistry at 6.3-6.7 months. Terminal microglial immunohistochemistry served for validation of TSPO µPET results in vivo, applying target regions in the brainstem, cortex, cerebellum, and hippocampus. We compared the results with our historical data in amyloid-ß mouse models. RESULTS: TSPO expression in all target regions of P301S mice increased exponentially from 1.9 to 6.4 months, leading to significant differences in the contrasts with wild-type mice at 6.4 months (+ 11-23%, all p < 0.001), but the apparent microgliosis proceeded more slowly than in our experience in amyloid-ß mouse models. Spatial learning and glucose metabolism of AT8-positive P301S mice were significantly impaired at 6.3-6.5 months compared to the wild-type group. Longitudinal increases in TSPO expression predicted greater tau accumulation and lesser spatial learning performance at 6.3-6.7 months. CONCLUSIONS: Monitoring of TSPO expression as a surrogate of microglial activation in P301S tau transgenic mice by µPET indicates a delayed time course when compared to amyloid-ß mouse models. Detrimental associations of microglial activation with outcome parameters are opposite to earlier data in amyloid-ß mouse models. The contribution of microglial response to pathology accompanying amyloid-ß and tau over-expression merits further investigation.


Subject(s)
Brain/metabolism , Receptors, GABA/biosynthesis , Spatial Learning/physiology , tau Proteins/metabolism , Animals , Brain/pathology , Female , Forecasting , Gene Expression , Mice , Mice, Transgenic , Neurofibrillary Tangles/metabolism , Neurofibrillary Tangles/pathology , Receptors, GABA/genetics , tau Proteins/genetics
12.
J Nucl Med ; 61(12): 1825-1831, 2020 12.
Article in English | MEDLINE | ID: mdl-32414948

ABSTRACT

Asymmetries of amyloid-ß (Aß) burden are well known in Alzheimer disease (AD) but did not receive attention in Aß mouse models of Alzheimer disease. Therefore, we investigated Aß asymmetries in Aß mouse models examined by Aß small-animal PET and tested if such asymmetries have an association with microglial activation. Methods: We analyzed 523 cross-sectional Aß PET scans of 5 different Aß mouse models (APP/PS1, PS2APP, APP-SL70, AppNL-G-F , and APPswe) together with 136 18-kDa translocator protein (TSPO) PET scans for microglial activation. The asymmetry index (AI) was calculated between tracer uptake in both hemispheres. AIs of Aß PET were analyzed in correlation with TSPO PET AIs. Extrapolated required sample sizes were compared between analyses of single and combined hemispheres. Results: Relevant asymmetries of Aß deposition were identified in at least 30% of all investigated mice. There was a significant correlation between AIs of Aß PET and TSPO PET in 4 investigated Aß mouse models (APP/PS1: R = 0.593, P = 0.001; PS2APP: R = 0.485, P = 0.019; APP-SL70: R = 0.410, P = 0.037; AppNL-G-F : R = 0.385, P = 0.002). Asymmetry was associated with higher variance of tracer uptake in single hemispheres, leading to higher required sample sizes. Conclusion: Asymmetry of fibrillar plaque neuropathology occurs frequently in Aß mouse models and acts as a potential confounder in experimental designs. Concomitant asymmetry of microglial activation indicates a neuroinflammatory component to hemispheric predominance of fibrillary amyloidosis.


Subject(s)
Amyloid beta-Peptides/chemistry , Plaque, Amyloid/metabolism , Protein Aggregates , Animals , Disease Models, Animal , Image Processing, Computer-Assisted , Mice , Mice, Inbred C57BL , Plaque, Amyloid/diagnostic imaging , Positron-Emission Tomography
13.
Alzheimers Res Ther ; 11(1): 67, 2019 08 01.
Article in English | MEDLINE | ID: mdl-31370885

ABSTRACT

BACKGROUND: Augmenting the brain clearance of toxic oligomers with small molecule modulators constitutes a promising therapeutic concept against tau deposition. However, there has been no test of this concept in animal models of Alzheimer's disease (AD) with initiation at a late disease stage. Thus, we aimed to investigate the effects of interventional late-stage Anle138b treatment, which previously indicated great potential to inhibit oligomer accumulation by binding of pathological aggregates, on the metabolic decline in transgenic mice with established tauopathy in a longitudinal 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) study. METHODS: Twelve transgenic mice expressing all six human tau isoforms (hTau) and ten controls were imaged by FDG-PET at baseline (14.5 months), followed by randomization into Anle138b treatment and vehicle groups for 3 months. FDG-PET was repeated after treatment for 3 months, and brains were analyzed by tau immunohistochemistry. Longitudinal changes of glucose metabolism were compared between study groups, and the end point tau load was correlated with individual FDG-PET findings. RESULTS: Tau pathology was significantly ameliorated by late-stage Anle138b treatment when compared to vehicle (frontal cortex - 53%, p < 0.001; hippocampus - 59%, p < 0.005). FDG-PET revealed a reversal of metabolic decline during Anle138b treatment, whereas the vehicle group showed ongoing deterioration. End point glucose metabolism in the brain of hTau mice had a strong correlation with tau deposition measured by immunohistochemistry (R = 0.92, p < 0.001). CONCLUSION: Late-stage oligomer modulation effectively ameliorated tau pathology in hTau mice and rescued metabolic function. Molecular imaging by FDG-PET can serve for monitoring effects of Anle138b treatment.


Subject(s)
Alzheimer Disease , Benzodioxoles , Neurofibrillary Tangles , Pyrazoles , tau Proteins , Animals , Female , Humans , Mice , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/drug therapy , Alzheimer Disease/metabolism , Benzodioxoles/administration & dosage , Benzodioxoles/pharmacology , Disease Models, Animal , Disease Progression , Mice, Transgenic , Neurofibrillary Tangles/drug effects , Neurofibrillary Tangles/metabolism , Positron-Emission Tomography , Pyrazoles/administration & dosage , Pyrazoles/pharmacology , tau Proteins/metabolism
14.
J Nucl Med ; 60(12): 1787-1793, 2019 12.
Article in English | MEDLINE | ID: mdl-31302633

ABSTRACT

Nonphysiologic overexpression of amyloid-ß (Aß) precursor protein in common transgenic Aß mouse models of Alzheimer disease likely hampers their translational potential. The novel AppNL-G-F mouse incorporates a mutated knock-in, potentially presenting an improved model of Alzheimer disease for Aß-targeting treatment trials. We aimed to establish serial small-animal PET of amyloidosis and neuroinflammation in AppNL-G-F mice as a tool for therapy monitoring. Methods:AppNL-G-F mice (20 homozygous and 21 heterogeneous) and 12 age-matched wild-type mice were investigated longitudinally from 2.5 to 10 mo of age with 18F-florbetaben Aß PET and 18F-GE-180 18-kDa translocator protein (TSPO) PET. Voxelwise analysis of SUV ratio images was performed using statistical parametric mapping. All mice underwent a Morris water maze test of spatial learning after their final scan. Quantification of fibrillar Aß and activated microglia by immunohistochemistry and biochemistry served for validation of the PET results. Results: The periaqueductal gray emerged as a suitable pseudo reference tissue for both tracers. Homozygous AppNL-G-F mice had a rising SUV ratio in cortex and hippocampus for Aß (+9.1%, +3.8%) and TSPO (+19.8%, +14.2%) PET from 2.5 to 10 mo of age (all P < 0.05), whereas heterozygous AppNL-G-F mice did not show significant changes with age. Significant voxelwise clusters of Aß deposition and microglial activation in homozygous mice appeared at 5 mo of age. Immunohistochemical and biochemical findings correlated strongly with the PET data. Water maze escape latency was significantly elevated in homozygous AppNL-G-F mice compared with wild-type at 10 mo of age and was associated with high TSPO binding. Conclusion: Longitudinal PET in AppNL-G-F knock-in mice enables monitoring of amyloidogenesis and neuroinflammation in homozygous mice but is insensitive to minor changes in heterozygous animals. The combination of PET with behavioral tasks in AppNL-G-F treatment trials is poised to provide important insights in preclinical drug development.


Subject(s)
Amyloid beta-Peptides/metabolism , Amyloidosis/diagnostic imaging , Amyloidosis/pathology , Microglia/pathology , Positron-Emission Tomography , Animals , Disease Models, Animal , Female , Longitudinal Studies , Male , Mice
15.
J Nucl Med ; 60(4): 548-554, 2019 04.
Article in English | MEDLINE | ID: mdl-30262517

ABSTRACT

Neuroinflammation may have beneficial or detrimental net effects on the cognitive outcome of Alzheimer disease (AD) patients. PET imaging with 18-kDa translocator protein (TSPO) enables longitudinal monitoring of microglial activation in vivo. Methods: We compiled serial PET measures of TSPO and amyloid with terminal cognitive assessment (water maze) in an AD transgenic mouse model (PS2APP) from 8 to 13 mo of age, followed by immunohistochemical analyses of microglia, amyloid, and synaptic density. Results: Better cognitive outcome and higher synaptic density in PS2APP mice was predicted by higher TSPO expression at 8 mo. The progression of TSPO activation to 13 mo also showed a moderate association with spared cognition, but amyloidosis did not correlate with the cognitive outcome, regardless of the time point. Conclusion: This first PET investigation with longitudinal TSPO and amyloid PET together with terminal cognitive testing in an AD mouse model indicates that continuing microglial response seems to impart preserved cognitive performance.


Subject(s)
Alzheimer Disease/diagnosis , Alzheimer Disease/pathology , Cognition , Microglia/pathology , Alzheimer Disease/metabolism , Alzheimer Disease/physiopathology , Amyloidogenic Proteins/metabolism , Animals , Female , Longitudinal Studies , Maze Learning , Mice , Mice, Inbred C57BL , Mice, Transgenic , Positron-Emission Tomography , Prognosis , Receptors, GABA/metabolism
16.
J Neuroinflammation ; 15(1): 307, 2018 Nov 06.
Article in English | MEDLINE | ID: mdl-30400912

ABSTRACT

BACKGROUND: Causal associations between microglia activation and ß-amyloid (Aß) accumulation during the progression of Alzheimer's disease (AD) remain a matter of controversy. Therefore, we used longitudinal dual tracer in vivo small animal positron emission tomography (µPET) imaging to resolve the progression of the association between Aß deposition and microglial responses during aging of an Aß mouse model. METHODS: APP-SL70 mice (N = 17; baseline age 3.2-8.5 months) and age-matched C57Bl/6 controls (wildtype (wt)) were investigated longitudinally for 6 months using Aß (18F-florbetaben) and 18 kDa translocator protein (TSPO) µPET (18F-GE180). Changes in cortical binding were transformed to Z-scores relative to wt mice, and microglial activation relative to amyloidosis was defined as the Z-score difference (TSPO-Aß). Using 3D immunohistochemistry for activated microglia (Iba-1) and histology for fibrillary Aß (methoxy-X04), we measure microglial brain fraction relative to plaque size and the distance from plaque margins. RESULTS: Aß-PET binding increased exponentially as a function of age in APP-SL70 mice, whereas TSPO binding had an inverse U-shape growth function. Longitudinal Z-score differences declined with aging, suggesting that microglial response declined relative to increasing amyloidosis in aging APP-SL70 mice. Microglial brain volume fraction was inversely related to adjacent plaque size, while the proximity to Aß plaques increased with age. CONCLUSIONS: Microglial activity decreases relative to ongoing amyloidosis with aging in APP-SL70 mice. The plaque-associated microglial brain fraction saturated and correlated negatively with increasing plaque size with aging.


Subject(s)
Aging , Alzheimer Disease/diagnostic imaging , Amyloid beta-Peptides/metabolism , Microglia/metabolism , Positron-Emission Tomography , Alzheimer Disease/genetics , Amyloid beta-Protein Precursor/genetics , Amyloidosis/diagnostic imaging , Animals , Calcium-Binding Proteins/metabolism , Carbazoles/pharmacokinetics , Disease Models, Animal , Fluorodeoxyglucose F18/pharmacokinetics , Longitudinal Studies , Mice , Mice, Inbred C57BL , Mice, Transgenic , Microfilament Proteins/metabolism , Microglia/drug effects , Radiochemistry , Receptors, GABA/metabolism
17.
Epilepsia ; 59(12): 2194-2205, 2018 12.
Article in English | MEDLINE | ID: mdl-30370531

ABSTRACT

OBJECTIVE: In patients with epilepsy, psychiatric comorbidities can significantly affect the disease course and quality of life. Detecting and recognizing these comorbidities is central in determining an optimal treatment plan. One promising tool in detecting biomarkers for psychiatric comorbidities in epilepsy is positron emission tomography (PET). METHODS: Behavioral and biochemical variables were cross-correlated with the results from two µPET scans using the tracers [18 F]fluoro-2-deoxy-D-glucose ([18 F]FDG) and 2'-methoxyphenyl-(N-2'-pyridinyl)-p-18 F-fluoro-benzamidoethylpiperazine ([18 F]MPPF) to explore potential biomarkers for neurobehavioral comorbidities in an electrically induced post-status epilepticus rat model of epilepsy. RESULTS: In rats with epilepsy, µPET analysis revealed a local reduction in hippocampal [18 F]FDG uptake, and a local increase in [18 F]MPPF binding. These changes exhibited a correlation with burrowing as a "luxury" behavior, social interaction, and anxiety-associated behavioral patterns. Interestingly, hippocampal [18 F]FDG uptake did not correlate with spontaneous recurrent seizure activity. SIGNIFICANCE: In the electrically induced post-status epilepticus rat model, we demonstrated hippocampal hypometabolism and its correlation with a range of neurobehavioral alterations. These findings require further confirmation in other preclinical models and patients with epilepsy and psychiatric disorders to address the value of [18 F]FDG uptake as an imaging biomarker candidate for psychiatric comorbidities in patients as well as for severity assessment in rodent epilepsy models.


Subject(s)
Positron-Emission Tomography/methods , Status Epilepticus/diagnostic imaging , Status Epilepticus/psychology , Animals , Anxiety/etiology , Anxiety/psychology , Biomarkers , Electrodes, Implanted , Electroshock , Female , Fluorodeoxyglucose F18 , Hippocampus/diagnostic imaging , Hippocampus/metabolism , Nesting Behavior , Radiopharmaceuticals , Rats , Rats, Sprague-Dawley , Social Behavior , Status Epilepticus/metabolism
18.
Neurobiol Dis ; 118: 9-21, 2018 10.
Article in English | MEDLINE | ID: mdl-29933054

ABSTRACT

Psychiatric comorbidities are prevalent in patients with epilepsy and greatly contribute to the overall burden of disease. The availability of reliable biomarkers to diagnose epilepsy-associated comorbidities would allow for effective treatment and improved disease management. Due to their non-invasive nature, molecular imaging techniques such as positron emission tomography (PET) are ideal tools to measure pathologic changes. In the current study we investigated the potential of [18F]fluoro-2-deoxy-d-glucose ([18F]FDG) and 2'-methoxyphenyl-(N-2'-pyridinyl)-p-18F-fluoro-benzamidoethylpiperazine ([18F]MPPF) as imaging correlates of neurobehavioral comorbidities in the pilocarpine rat model of epilepsy. Findings from rats with epilepsy revealed a regional reduction in [18F]FDG uptake indicating thalamic hypometabolism. In addition, an increase in septal [18F]MPPF binding was observed in rats with spontaneous recurrent seizures. Both thalamic [18F]FDG and septal [18F]MPPF data proved to correlate with behavioral alterations including decreases in luxury behavior such as burrowing and social interaction, and changes in behavioral patterns in anxiety tests. A correlation with seizure frequency was confirmed for thalamic [18F]FDG data. Moreover, thalamic [18F]FDG and septal [18F]MPPF data exhibited a correlation with brain-derived neurotrophic factor (BDNF) serum concentrations, which were lowered in rats with epilepsy. In conclusion, µPET data from rats with pilocarpine-induced epileptogenesis indicate altered septal 5-HT1A receptor binding. Further research is necessary assessing whether septal 5-HT1A receptor binding may serve as an imaging correlate of neuropsychiatric comorbidities in epilepsy patients and for severity assessment in rodent epilepsy models. In contrast, we obtained evidence that [18F]FDG uptake also reflects the severity of epilepsy and, thus, might not constitute a biomarker with sufficient specificity for psychiatric comorbidities. Evidence has been obtained that BDNF might serve as a peripheral circulatory biomarker. Further experimental and clinical assessment is necessary for validation of the marker candidates.


Subject(s)
Epilepsy/chemically induced , Epilepsy/diagnostic imaging , Interpersonal Relations , Pilocarpine/toxicity , Positron-Emission Tomography/methods , Animals , Disease Models, Animal , Epilepsy/metabolism , Female , Mental Disorders/chemically induced , Mental Disorders/diagnostic imaging , Mental Disorders/metabolism , Rats , Rats, Sprague-Dawley , Receptor, Serotonin, 5-HT1A/metabolism
19.
Front Aging Neurosci ; 10: 174, 2018.
Article in English | MEDLINE | ID: mdl-29930508

ABSTRACT

Positron-emission-tomography (PET) imaging of tau pathology has facilitated development of anti-tau therapies. While members of the arylquinoline and pyridoindole families have been the most frequently used tau radioligands so far, analyses of their comparative performance in vivo are scantly documented. Here, we conducted a head-to-head PET comparison of the arylquinoline 18FT807 and the pyridoindole 18FTHK5117 PET in a mouse model of tau pathology. PET recordings were obtained in groups of (N = 5-7) P301S and wild-type (WT) mice at 6 and 9 months of age. Volume-of-interest based analysis (standard-uptake-value ratio, SUVR) was used to calculate effect sizes (Cohen's d) for each tracer and age. Statistical parametric mapping (SPM) was used to assess regional similarity (dice coefficient) of tracer binding alterations for the two tracers. Immunohistochemistry staining of neurofibrillary tangles was performed for validation ex vivo. Significantly elevated 18F-T807 binding in the brainstem of P301S mice was already evident at 6 months (+14%, p < 0.01, d = 1.64), and increased further at 9 months (+23%, p < 0.001, d = 2.70). 18F-THK5117 indicated weaker increases and effect sizes at 6 months (+5%, p < 0.05, d = 1.07) and 9 months (+10%, p < 0.001, d = 1.49). Regional similarity of binding of the two tracers was high (71%) at 9 months. 18F-T807 was more sensitive than 18F-THK5117 to tau pathology in this model, although both tracers present certain obstacles, which need to be considered in the design of longitudinal preclinical tau imaging studies.

20.
Data Brief ; 19: 331-336, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29892655

ABSTRACT

Data in this article show radioligand uptake (to gamma counter and positron-emission-tomography) as well as polymerase chain reaction analyses of 18 kDa translocator protein (TSPO) quantification. We confirmed specificity of [18F]GE180 binding of rodent brain and myocardium by blocking experiments with prior application of non-radioactive GE180, using dynamic in vivo positron-emission-tomography and ex vivo gamma counter measurements. Expression of TSPO was compared between rodent brain and myocardium by quantitative polymerase chain reaction.

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