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1.
Neuroimage ; 148: 296-304, 2017 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-27989773

RESUMO

BACKGROUND: Alzheimer disease (AD) affects at least 5 million individuals in the USA alone stimulating an intense search for disease prevention and treatment therapies as well as for diagnostic techniques allowing early identification of AD during a long pre-symptomatic period that can be used for the initiation of prevention trials of disease-modifying therapies in asymptomatic individuals. METHODS: Our approach to developing such techniques is based on the Gradient Echo Plural Contrast Imaging (GEPCI) technique that provides quantitative in vivo measurements of several brain-tissue-specific characteristics of the gradient echo MRI signal (GEPCI metrics) that depend on the integrity of brain tissue cellular structure. Preliminary data were obtained from 34 participants selected from the studies of aging and dementia at the Knight Alzheimer's Disease Research Center at Washington University in St. Louis. Cognitive status was operationalized with the Clinical Dementia Rating (CDR) scale. The participants, assessed as cognitively normal (CDR=0; n=23) or with mild AD dementia (CDR=0.5 or 1; n=11) underwent GEPCI MRI, a collection of cognitive performance tests and CSF amyloid (Aß) biomarker Aß42. A subset of 19 participants also underwent PET PiB studies to assess their brain Aß burden. According to the Aß status, cognitively normal participants were divided into normal (Aß negative; n=13) and preclinical (Aß positive; n=10) groups. RESULTS: GEPCI quantitative measurements demonstrated significant differences between all the groups: normal and preclinical, normal and mild AD, and preclinical and mild AD. GEPCI quantitative metrics characterizing tissue cellular integrity in the hippocampus demonstrated much stronger correlations with psychometric tests than the hippocampal atrophy. Importantly, GEPCI-determined changes in the hippocampal tissue cellular integrity were detected even in the hippocampal areas not affected by the atrophy. Our studies also uncovered strong correlations between GEPCI brain tissue metrics and beta-amyloid (Aß) burden defined by positron emission tomography (PET) - the current in vivo gold standard for detection of cortical Aß, thus supporting GEPCI as a potential surrogate marker for Aß imaging - a known biomarker of early AD. Remarkably, the data show significant correlations not only in the areas of high Aß accumulation (e.g. precuneus) but also in some areas of medial temporal lobe (e.g. parahippocampal cortex), where Aß accumulation is relatively low. CONCLUSION: We have demonstrated that GEPCI provides a new approach for the in vivo evaluation of AD-related tissue pathology in the preclinical and early symptomatic stages of AD. Since MRI is a widely available technology, the GEPCI surrogate markers of AD pathology have a potential for improving the quality of AD diagnostic, and the evaluation of new disease-modifying therapies.


Assuntos
Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/patologia , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Idoso , Idoso de 80 Anos ou mais , Peptídeos beta-Amiloides/metabolismo , Atrofia , Disfunção Cognitiva/diagnóstico por imagem , Disfunção Cognitiva/patologia , Progressão da Doença , Imagem Ecoplanar , Feminino , Hipocampo/diagnóstico por imagem , Hipocampo/patologia , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Giro Para-Hipocampal/diagnóstico por imagem , Giro Para-Hipocampal/patologia , Tomografia por Emissão de Pósitrons , Sintomas Prodrômicos , Valores de Referência
2.
Alzheimer Dis Assoc Disord ; 31(2): 87-93, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28394771

RESUMO

BACKGROUND: Flortaucipir (tau) positron emission tomography (PET) binding distinguishes individuals with clinically well-established posterior cortical atrophy (PCA) due to Alzheimer disease (AD) from cognitively normal (CN) controls. However, it is not known whether tau-PET binding patterns differentiate individuals with PCA from those with amnestic AD, particularly early in the symptomatic stages of disease. METHODS: Flortaucipir and florbetapir (ß-amyloid) PET imaging were performed in individuals with early-stage PCA (N=5), amnestic AD dementia (N=22), and CN controls (N=47). Average tau and ß-amyloid deposition were quantified using standard uptake value ratios and compared at a voxelwise level, controlling for age. RESULTS: PCA patients [median age-at-onset, 59 (51 to 61) years] were younger at symptom onset than similarly staged individuals with amnestic AD [75 (60 to 85) years] or CN controls [73 (61 to 90) years; P=0.002]. Flortaucipir uptake was higher in individuals with early-stage symptomatic PCA versus those with early-stage amnestic AD or CN controls, and greatest in posterior regions. Regional elevations in florbetapir were observed in areas of greatest tau deposition in PCA patients. CONCLUSIONS AND RELEVANCE: Flortaucipir uptake distinguished individuals with PCA and amnestic AD dementia early in the symptomatic course. The posterior brain regions appear to be uniquely vulnerable to tau deposition in PCA, aligning with clinical deficits that define this disease subtype.


Assuntos
Idade de Início , Doença de Alzheimer/patologia , Tomografia por Emissão de Pósitrons/métodos , Fatores Etários , Idoso , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/diagnóstico por imagem , Peptídeos beta-Amiloides/metabolismo , Compostos de Anilina , Atrofia/patologia , Córtex Cerebral/patologia , Etilenoglicóis , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
3.
Proc Natl Acad Sci U S A ; 110(47): E4502-9, 2013 Nov 19.
Artigo em Inglês | MEDLINE | ID: mdl-24194552

RESUMO

Major imaging biomarkers of Alzheimer's disease include amyloid deposition [imaged with [(11)C]Pittsburgh compound B (PiB) PET], altered glucose metabolism (imaged with [(18)F]fluro-deoxyglucose PET), and structural atrophy (imaged by MRI). Recently we published the initial subset of imaging findings for specific regions in a cohort of individuals with autosomal dominant Alzheimer's disease. We now extend this work to include a larger cohort, whole-brain analyses integrating all three imaging modalities, and longitudinal data to examine regional differences in imaging biomarker dynamics. The anatomical distribution of imaging biomarkers is described in relation to estimated years from symptom onset. Autosomal dominant Alzheimer's disease mutation carrier individuals have elevated PiB levels in nearly every cortical region 15 y before the estimated age of onset. Reduced cortical glucose metabolism and cortical thinning in the medial and lateral parietal lobe appeared 10 and 5 y, respectively, before estimated age of onset. Importantly, however, a divergent pattern was observed subcortically. All subcortical gray-matter regions exhibited elevated PiB uptake, but despite this, only the hippocampus showed reduced glucose metabolism. Similarly, atrophy was not observed in the caudate and pallidum despite marked amyloid accumulation. Finally, before hypometabolism, a hypermetabolic phase was identified for some cortical regions, including the precuneus and posterior cingulate. Additional analyses of individuals in which longitudinal data were available suggested that an accelerated appearance of volumetric declines approximately coincides with the onset of the symptomatic phase of the disease.


Assuntos
Doença de Alzheimer/patologia , Biomarcadores/metabolismo , Encéfalo/metabolismo , Encéfalo/patologia , Adulto , Idade de Início , Doença de Alzheimer/genética , Compostos de Anilina/metabolismo , Radioisótopos de Carbono/metabolismo , Estudos de Coortes , Feminino , Fluordesoxiglucose F18/metabolismo , Genes Dominantes/genética , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Tomografia por Emissão de Pósitrons/métodos , Análise de Regressão , Tiazóis/metabolismo , Fatores de Tempo
4.
Neuroimage ; 107: 55-64, 2015 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-25485714

RESUMO

Amyloid imaging is a valuable tool for research and diagnosis in dementing disorders. As positron emission tomography (PET) scanners have limited spatial resolution, measured signals are distorted by partial volume effects. Various techniques have been proposed for correcting partial volume effects, but there is no consensus as to whether these techniques are necessary in amyloid imaging, and, if so, how they should be implemented. We evaluated a two-component partial volume correction technique and a regional spread function technique using both simulated and human Pittsburgh compound B (PiB) PET imaging data. Both correction techniques compensated for partial volume effects and yielded improved detection of subtle changes in PiB retention. However, the regional spread function technique was more accurate in application to simulated data. Because PiB retention estimates depend on the correction technique, standardization is necessary to compare results across groups. Partial volume correction has sometimes been avoided because it increases the sensitivity to inaccuracy in image registration and segmentation. However, our results indicate that appropriate PVC may enhance our ability to detect changes in amyloid deposition.


Assuntos
Neuropatias Amiloides/diagnóstico por imagem , Amiloide/metabolismo , Algoritmos , Doença de Alzheimer/diagnóstico por imagem , Compostos de Anilina , Benzotiazóis , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/patologia , Estudos de Coortes , Simulação por Computador , Estudos Transversais , Humanos , Individualidade , Estudos Longitudinais , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos , Reprodutibilidade dos Testes , Tiazóis
5.
Epilepsy Behav ; 34: 9-14, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24667480

RESUMO

Depression in temporal lobe epilepsy (TLE) is common, is a strong predictor of subjective disability, and may have unique pathophysiological characteristics. Previous studies showed that reduced hippocampal volume is associated with significant depressive symptoms in patients with TLE. We utilized regions of interest analysis of high-resolution brain MRI and a reliable and valid measure of depressive symptoms to evaluate 28 consecutive adult subjects with video-EEG-confirmed TLE. Regions of interest were based on prior human and animal studies of mood and behavioral dysfunction. Forty-three percent of the entire group had significant symptoms of depression, defined by a Beck Depression Inventory (BDI) score of greater than 15. Total hippocampal volumes were significantly smaller in the group with BDI<15, (p<0.007). None of the subjects in the quartile with the smallest left hippocampal volume had a BDI score greater than 15 compared with 57% of the subjects in the upper three quartiles (p<0.008). No other limbic brain structures (amygdala, subcallosal gyrus, subgenual gyrus, gyrus rectus), or total cerebral volume were associated with depressive symptoms. Adequate hippocampal integrity may be necessary to maintain depression symptoms in mesial temporal lobe epilepsy. This finding also supports the possibility of a unique mechanism for depression in mesial temporal lobe epilepsy, such as hyperexcitable neuronal influence on the limbic network.


Assuntos
Depressão/patologia , Epilepsia do Lobo Temporal/patologia , Hipocampo/patologia , Adulto , Atrofia/complicações , Atrofia/patologia , Atrofia/psicologia , Depressão/complicações , Depressão/psicologia , Epilepsia do Lobo Temporal/complicações , Epilepsia do Lobo Temporal/psicologia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Tamanho do Órgão , Escalas de Graduação Psiquiátrica
6.
Neurology ; 91(4): e313-e318, 2018 07 24.
Artigo em Inglês | MEDLINE | ID: mdl-29959265

RESUMO

OBJECTIVE: White matter (WM) projections were assessed from Alzheimer disease (AD) gray matter regions associated with ß-amyloid (Aß), tau, or neurodegeneration to ascertain relationship between WM structural integrity with Aß and/or tau deposition. METHODS: Participants underwent diffusion tensor imaging (DTI), PET Aß ([18F]AV-45 [florbetapir]), and PET tau ([18F]AV-1451 [flortaucipir]) imaging. Probabilistic WM summary and individual tracts were created from either a composite or individual gray matter seed regions derived from Aß, tau, and neurodegeneration. Linear regressions were performed for Aß, age, tau and WM hyperintensities (WMH) to predict mean diffusivity (MD) or fractional anisotropy (FA) from the corresponding WM summaries or tracts. RESULTS: Our cohort was composed of 59 cognitively normal participants and 10 cognitively impaired individuals. Aß was not associated with DTI metrics in WM summary or individual tracts. Age and WMH strongly predicted MD and FA in several WM regions, with tau a significant predictor of MD only in the anterior temporal WM. CONCLUSION: Tau, not Aß, was associated with changes in anterior temporal WM integrity. WMH, a proxy for vascular damage, was strongly associated with axonal damage, but tau independently contributed to the model, suggesting an additional degenerative mechanism within tracts projecting from regions vulnerable to AD pathology. WM decline was associated with early tau accumulation, and further decline may reflect tau propagation in more advanced stages of AD.


Assuntos
Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/metabolismo , Imagem de Tensor de Difusão/tendências , Substância Branca/diagnóstico por imagem , Substância Branca/metabolismo , Proteínas tau/metabolismo , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
7.
Neurobiol Aging ; 67: 95-98, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29655050

RESUMO

Research of the human brain metabolism in vivo has largely focused on total glucose use (via fluorodeoxyglucose positron emission tomography) and, until recently, did not examine the use of glucose outside oxidative phosphorylation, which is known as aerobic glycolysis (AG). AG supports important functions including biosynthesis and neuroprotection but decreases dramatically with aging. This multitracer positron emission tomography study evaluated the relationship between AG, total glucose use (CMRGlc), oxygen metabolism (CMRO2), tau, and amyloid deposition in 42 individuals, including those at preclinical and symptomatic stages of Alzheimer's disease. Our findings demonstrate that in individuals with amyloid burden, lower AG is associated with higher tau deposition. No such correlation was observed for CMRGlc or CMRO2. We suggest that aging-related loss of AG leading to decreased synaptic plasticity and neuroprotection may accelerate tauopathy in individuals with amyloid burden. Longitudinal AG and Alzheimer's disease pathology studies are needed to verify causality.


Assuntos
Envelhecimento/metabolismo , Doença de Alzheimer/metabolismo , Encéfalo/metabolismo , Glicólise , Proteínas tau/metabolismo , Aerobiose , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/patologia , Proteínas Amiloidogênicas/metabolismo , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Feminino , Glucose/metabolismo , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Plasticidade Neuronal , Consumo de Oxigênio , Tomografia por Emissão de Pósitrons
8.
PLoS One ; 11(3): e0152082, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27010959

RESUMO

Amyloid imaging plays an important role in the research and diagnosis of dementing disorders. Substantial variation in quantitative methods to measure brain amyloid burden exists in the field. The aim of this work is to investigate the impact of methodological variations to the quantification of amyloid burden using data from the Dominantly Inherited Alzheimer's Network (DIAN), an autosomal dominant Alzheimer's disease population. Cross-sectional and longitudinal [11C]-Pittsburgh Compound B (PiB) PET imaging data from the DIAN study were analyzed. Four candidate reference regions were investigated for estimation of brain amyloid burden. A regional spread function based technique was also investigated for the correction of partial volume effects. Cerebellar cortex, brain-stem, and white matter regions all had stable tracer retention during the course of disease. Partial volume correction consistently improves sensitivity to group differences and longitudinal changes over time. White matter referencing improved statistical power in the detecting longitudinal changes in relative tracer retention; however, the reason for this improvement is unclear and requires further investigation. Full dynamic acquisition and kinetic modeling improved statistical power although it may add cost and time. Several technical variations to amyloid burden quantification were examined in this study. Partial volume correction emerged as the strategy that most consistently improved statistical power for the detection of both longitudinal changes and across-group differences. For the autosomal dominant Alzheimer's disease population with PiB imaging, utilizing brainstem as a reference region with partial volume correction may be optimal for current interventional trials. Further investigation of technical issues in quantitative amyloid imaging in different study populations using different amyloid imaging tracers is warranted.


Assuntos
Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/genética , Amiloide/metabolismo , Encéfalo/diagnóstico por imagem , Processamento de Imagem Assistida por Computador , Tomografia por Emissão de Pósitrons , Adulto , Isótopos de Carbono/química , Estudos Transversais , Análise Mutacional de DNA , Saúde da Família , Feminino , Genes Dominantes , Heterozigoto , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Mutação , Valores de Referência
10.
PLoS One ; 8(11): e73377, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24223109

RESUMO

In vivo quantification of ß-amyloid deposition using positron emission tomography is emerging as an important procedure for the early diagnosis of the Alzheimer's disease and is likely to play an important role in upcoming clinical trials of disease modifying agents. However, many groups use manually defined regions, which are non-standard across imaging centers. Analyses often are limited to a handful of regions because of the labor-intensive nature of manual region drawing. In this study, we developed an automatic image quantification protocol based on FreeSurfer, an automated whole brain segmentation tool, for quantitative analysis of amyloid images. Standard manual tracing and FreeSurfer-based analyses were performed in 77 participants including 67 cognitively normal individuals and 10 individuals with early Alzheimer's disease. The manual and FreeSurfer approaches yielded nearly identical estimates of amyloid burden (intraclass correlation = 0.98) as assessed by the mean cortical binding potential. An MRI test-retest study demonstrated excellent reliability of FreeSurfer based regional amyloid burden measurements. The FreeSurfer-based analysis also revealed that the majority of cerebral cortical regions accumulate amyloid in parallel, with slope of accumulation being the primary difference between regions.


Assuntos
Doença de Alzheimer/patologia , Benzotiazóis , Interpretação de Imagem Assistida por Computador , Compostos Radiofarmacêuticos , Software , Idoso , Idoso de 80 Anos ou mais , Compostos de Anilina , Encéfalo/patologia , Encéfalo/fisiopatologia , Estudos de Casos e Controles , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Neuroimagem/métodos , Placa Amiloide/patologia , Tomografia por Emissão de Pósitrons , Tiazóis
11.
J Affect Disord ; 139(3): 283-90, 2012 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-22397889

RESUMO

BACKGROUND: Pretreatment brain activity in major depressive disorder correlates with response to antidepressant therapies, including pharmacotherapies and transcranial magnetic stimulation. The purpose of this trial was to examine whether pretreatment regional metabolic activity in selected regions of interest (ROIs) predicts antidepressant response following 12 months of vagus nerve stimulation (VNS) in 15 patients with treatment-resistant major depression (TRMD). METHODS: Fluorodeoxyglucose positron emission tomography (FDG PET) was used to assess regional mean relative cerebral metabolic rate for glucose (CMRGlu) in four ROIs (anterior insular, orbitofrontal, anterior cingulate, and dorsolateral prefrontal cortices) at baseline (prior to VNS activation). Depression severity was assessed at baseline and after 12 months of VNS using the Hamilton Depression Rating Scale (HDRS), with response defined as ≥ 50% reduction in HDRS from baseline. RESULTS: Baseline CMRGlu in the anterior insular cortex differentiated VNS responders (n=11) from nonresponders (n=4) and correlated with HDRS change (r=.64, p=.01). In a regression analysis, lower anterior insular cortex CMRGlu (p=.004) and higher orbitofrontal cortex CMRGlu (p=.047) together predicted HDRS change (R(2)=.58, p=.005). In a whole brain, voxel-wise analysis, baseline CMRGlu in the right anterior insular cortex correlated with HDRS change (r=.78, p=.001). LIMITATIONS: Sample size was small, limiting statistical power; patients remained on their psychiatric medications; study was open-label and uncontrolled. CONCLUSIONS: This preliminary study suggests that pretreatment regional CMRGlu may be useful in predicting response to VNS in TRMD patients.


Assuntos
Córtex Cerebral/metabolismo , Transtorno Depressivo Resistente a Tratamento/terapia , Glucose/metabolismo , Tomografia por Emissão de Pósitrons , Estimulação do Nervo Vago , Adulto , Córtex Cerebral/diagnóstico por imagem , Transtorno Depressivo Resistente a Tratamento/diagnóstico , Transtorno Depressivo Resistente a Tratamento/diagnóstico por imagem , Transtorno Depressivo Resistente a Tratamento/metabolismo , Feminino , Fluordesoxiglucose F18 , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Compostos Radiofarmacêuticos
12.
Arch Neurol ; 69(1): 72-7, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22232345

RESUMO

OBJECTIVE: To evaluate whether the amyloid-binding agent carbon 11-labeled Pittsburgh Compound B ((11)C-PiB) could differentiate Alzheimer disease (AD) from human immunodeficiency virus (HIV)-associated neurocognitive disorder (HAND) in middle-aged HIV-positive participants. DESIGN: (11)C-PiB scanning, clinical assessment, and cerebrospinal fluid (CSF) analysis were performed. Both χ(2) and t tests assessed differences in clinical and demographic variables between HIV-positive participants and community-living individuals observed at the Knight Alzheimer's Disease Research Center (ADRC). Analysis of variance assessed for regional differences in amyloid-ß protein 1-42 (Aß42) using (11)C-PiB. SETTING: An ADRC and HIV clinic. PARTICIPANTS: Sixteen HIV-positive participants (11 cognitively normal and 5 with HAND) and 19 ADRC participants (8 cognitively normal and 11 with symptomatic AD). MAIN OUTCOME MEASURES: Mean and regional (11)C-PiB binding potentials. RESULTS: Participants with symptomatic AD were older (P < .001), had lower CSF Aß42 levels (P < .001), and had higher CSF tau levels (P < .001) than other groups. Regardless of degree of impairment, HIV-positive participants did not have increased (11)C-PiB levels. Mean and regional binding potentials were elevated for symptomatic AD participants (P < .001). CONCLUSIONS: Middle-aged HIV-positive participants, even with HAND, do not exhibit increased (11)C-PiB levels, whereas symptomatic AD individuals have increased fibrillar Aß42 deposition in cortical and subcortical regions. Observed dissimilarities between HAND and AD may reflect differences in Aß42 metabolism. (11)C-PiB may provide a diagnostic biomarker for distinguishing symptomatic AD from HAND in middle-aged HIV-positive participants. Future cross-sectional and longitudinal studies are required to assess the utility of (11)C-PiB in older individuals with HAND.


Assuntos
Benzotiazóis , Transtornos Cognitivos/diagnóstico por imagem , Transtornos Cognitivos/etiologia , Infecções por HIV/complicações , Adulto , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/líquido cefalorraquidiano , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/genética , Peptídeos beta-Amiloides/líquido cefalorraquidiano , Compostos de Anilina , Apolipoproteínas E/genética , Estudos de Casos e Controles , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/patologia , Transtornos Cognitivos/líquido cefalorraquidiano , Transtornos Cognitivos/genética , Feminino , Infecções por HIV/líquido cefalorraquidiano , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Fragmentos de Peptídeos/líquido cefalorraquidiano , Tomografia por Emissão de Pósitrons , Tiazóis
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