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1.
Nat Commun ; 15(1): 8251, 2024 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-39304655

RESUMO

Determining the genetic architecture of Alzheimer's disease pathologies can enhance mechanistic understanding and inform precision medicine strategies. Here, we perform a genome-wide association study of cortical tau quantified by positron emission tomography in 3046 participants from 12 independent studies. The CYP1B1-RMDN2 locus is associated with tau deposition. The most significant signal is at rs2113389, explaining 4.3% of the variation in cortical tau, while APOE4 rs429358 accounts for 3.6%. rs2113389 is associated with higher tau and faster cognitive decline. Additive effects, but no interactions, are observed between rs2113389 and diagnosis, APOE4, and amyloid beta positivity. CYP1B1 expression is upregulated in AD. rs2113389 is associated with higher CYP1B1 expression and methylation levels. Mouse model studies provide additional functional evidence for a relationship between CYP1B1 and tau deposition but not amyloid beta. These results provide insight into the genetic basis of cerebral tau deposition and support novel pathways for therapeutic development in AD.


Assuntos
Doença de Alzheimer , Citocromo P-450 CYP1B1 , Endofenótipos , Estudo de Associação Genômica Ampla , Tomografia por Emissão de Pósitrons , Proteínas tau , Doença de Alzheimer/genética , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/metabolismo , Humanos , Citocromo P-450 CYP1B1/genética , Citocromo P-450 CYP1B1/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Proteínas tau/metabolismo , Proteínas tau/genética , Animais , Masculino , Feminino , Camundongos , Idoso , Peptídeos beta-Amiloides/metabolismo , Polimorfismo de Nucleotídeo Único , Apolipoproteína E4/genética , Apolipoproteína E4/metabolismo , Idoso de 80 Anos ou mais , Modelos Animais de Doenças
2.
Nat Med ; 28(11): 2381-2387, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36357681

RESUMO

A major unanswered question in the dementia field is whether cognitively unimpaired individuals who harbor both Alzheimer's disease neuropathological hallmarks (that is, amyloid-ß plaques and tau neurofibrillary tangles) can preserve their cognition over time or are destined to decline. In this large multicenter amyloid and tau positron emission tomography (PET) study (n = 1,325), we examined the risk for future progression to mild cognitive impairment and the rate of cognitive decline over time among cognitively unimpaired individuals who were amyloid PET-positive (A+) and tau PET-positive (T+) in the medial temporal lobe (A+TMTL+) and/or in the temporal neocortex (A+TNEO-T+) and compared them with A+T- and A-T- groups. Cox proportional-hazards models showed a substantially increased risk for progression to mild cognitive impairment in the A+TNEO-T+ (hazard ratio (HR) = 19.2, 95% confidence interval (CI) = 10.9-33.7), A+TMTL+ (HR = 14.6, 95% CI = 8.1-26.4) and A+T- (HR = 2.4, 95% CI = 1.4-4.3) groups versus the A-T- (reference) group. Both A+TMTL+ (HR = 6.0, 95% CI = 3.4-10.6) and A+TNEO-T+ (HR = 7.9, 95% CI = 4.7-13.5) groups also showed faster clinical progression to mild cognitive impairment than the A+T- group. Linear mixed-effect models indicated that the A+TNEO-T+ (ß = -0.056 ± 0.005, T = -11.55, P < 0.001), A+TMTL+ (ß = -0.024 ± 0.005, T = -4.72, P < 0.001) and A+T- (ß = -0.008 ± 0.002, T = -3.46, P < 0.001) groups showed significantly faster longitudinal global cognitive decline compared to the A-T- (reference) group (all P < 0.001). Both A+TNEO-T+ (P < 0.001) and A+TMTL+ (P = 0.002) groups also progressed faster than the A+T- group. In summary, evidence of advanced Alzheimer's disease pathological changes provided by a combination of abnormal amyloid and tau PET examinations is strongly associated with short-term (that is, 3-5 years) cognitive decline in cognitively unimpaired individuals and is therefore of high clinical relevance.


Assuntos
Doença de Alzheimer , Amiloidose , Disfunção Cognitiva , Humanos , Doença de Alzheimer/patologia , Proteínas tau/metabolismo , Encéfalo/metabolismo , Disfunção Cognitiva/diagnóstico por imagem , Tomografia por Emissão de Pósitrons/métodos , Amiloide/metabolismo , Peptídeos beta-Amiloides/metabolismo , Placa Amiloide , Biomarcadores
3.
Brain ; 145(10): 3594-3607, 2022 10 21.
Artigo em Inglês | MEDLINE | ID: mdl-35580594

RESUMO

The extent to which the pathophysiology of autosomal dominant Alzheimer's disease corresponds to the pathophysiology of 'sporadic' late onset Alzheimer's disease is unknown, thus limiting the extrapolation of study findings and clinical trial results in autosomal dominant Alzheimer's disease to late onset Alzheimer's disease. We compared brain MRI and amyloid PET data, as well as CSF concentrations of amyloid-ß42, amyloid-ß40, tau and tau phosphorylated at position 181, in 292 carriers of pathogenic variants for Alzheimer's disease from the Dominantly Inherited Alzheimer Network, with corresponding data from 559 participants from the Alzheimer's Disease Neuroimaging Initiative. Imaging data and CSF samples were reprocessed as appropriate to guarantee uniform pipelines and assays. Data analyses yielded rates of change before and after symptomatic onset of Alzheimer's disease, allowing the alignment of the ∼30-year age difference between the cohorts on a clinically meaningful anchor point, namely the participant age at symptomatic onset. Biomarker profiles were similar for both autosomal dominant Alzheimer's disease and late onset Alzheimer's disease. Both groups demonstrated accelerated rates of decline in cognitive performance and in regional brain volume loss after symptomatic onset. Although amyloid burden accumulation as determined by PET was greater after symptomatic onset in autosomal dominant Alzheimer's disease than in late onset Alzheimer's disease participants, CSF assays of amyloid-ß42, amyloid-ß40, tau and p-tau181 were largely overlapping in both groups. Rates of change in cognitive performance and hippocampal volume loss after symptomatic onset were more aggressive for autosomal dominant Alzheimer's disease participants. These findings suggest a similar pathophysiology of autosomal dominant Alzheimer's disease and late onset Alzheimer's disease, supporting a shared pathobiological construct.


Assuntos
Doença de Alzheimer , Amiloidose , Humanos , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/genética , Peptídeos beta-Amiloides , Imageamento por Ressonância Magnética/métodos , Biomarcadores
4.
Elife ; 112022 05 26.
Artigo em Inglês | MEDLINE | ID: mdl-35616532

RESUMO

Background: Neuronal- and circuit-level abnormalities of excitation and inhibition are shown to be associated with tau and amyloid-beta (Aß) in preclinical models of Alzheimer's disease (AD). These relationships remain poorly understood in patients with AD. Methods: Using empirical spectra from magnetoencephalography and computational modeling (neural mass model), we examined excitatory and inhibitory parameters of neuronal subpopulations and investigated their specific associations to regional tau and Aß, measured by positron emission tomography, in patients with AD. Results: Patients with AD showed abnormal excitatory and inhibitory time-constants and neural gains compared to age-matched controls. Increased excitatory time-constants distinctly correlated with higher tau depositions while increased inhibitory time-constants distinctly correlated with higher Aß depositions. Conclusions: Our results provide critical insights about potential mechanistic links between abnormal neural oscillations and cellular correlates of impaired excitatory and inhibitory synaptic functions associated with tau and Aß in patients with AD. Funding: This study was supported by the National Institutes of Health grants: K08AG058749 (KGR), F32AG050434-01A1 (KGR), K23 AG038357 (KAV), P50 AG023501, P01 AG19724 (BLM), P50-AG023501 (BLM and GDR), R01 AG045611 (GDR); AG034570, AG062542 (WJ); NS100440 (SSN), DC176960 (SSN), DC017091 (SSN), AG062196 (SSN); a grant from John Douglas French Alzheimer's Foundation (KAV); grants from Larry L. Hillblom Foundation: 2015-A-034-FEL (KGR), 2019-A-013-SUP (KGR); grants from the Alzheimer's Association: AARG-21-849773 (KGR); PCTRB-13-288476 (KAV), and made possible by Part the CloudTM (ETAC-09-133596); a grant from Tau Consortium (GDR and WJJ), and a gift from the S. D. Bechtel Jr. Foundation.


Assuntos
Doença de Alzheimer , Amiloidose , Amiloide , Peptídeos beta-Amiloides , Biomarcadores , Humanos , Tomografia por Emissão de Pósitrons/métodos , Proteínas tau
5.
J Oncol ; 2022: 5899728, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35469310

RESUMO

Background: While breast cancer and its treatments may affect cognition, the longitudinal trajectories of cognition among those receiving differing cancer treatment types remain poorly understood. Prior research suggests hippocampal-prefrontal cortex network integrity may influence cognition, although how this network predicts performance over time remains unclear. Methods: We conducted a prospective trial including 69 patients with early-stage breast cancer receiving adjuvant therapy and 12 controls. Longitudinal cognitive testing was conducted at four visits: pretreatment-baseline, 6-7 months, 14-15 months, and 23-24 months. Cognitive composite scores of episodic memory, executive functioning, and processing speed were assessed at each timepoint. Baseline structural MRI was obtained in a subset of these participants, and hippocampal and prefrontal cortex regional volumes were extracted. Results: Longitudinal linear mixed modeling revealed significant group by time interactions on memory performance, controlling for age and education. Post hoc analyses revealed this effect was driven by patients treated with chemotherapy or chemotherapy plus hormone therapy, who demonstrated the least improvement in memory scores over time. Treatment group did not significantly influence the relationship between time and processing speed or executive functioning. Neither pretreatment hippocampal nor prefrontal volume differed between groups, and there were no significant group by time by baseline regional volume effects on cognition. Conclusion: Patients with early-stage breast cancer treated with chemotherapy or chemotherapy plus hormone therapy benefit less from practice effects seen in healthy controls on memory tests. Loss of longitudinal practice effect may be a new and clinically relevant measure for capturing patients' experience of cognitive difficulties after treatment.

6.
Alzheimers Res Ther ; 13(1): 174, 2021 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-34654465

RESUMO

BACKGROUND: We recently reported that CSF phosphorylated tau (p-Tau181) relative to Aß40 (CSF p-Tau/Aß40 ratio) was less noisy and increased associations with Alzheimer's disease (AD) biomarkers compared to CSF p-Tau181 alone. While elevations of CSF p-Tau/Aß40 can occur in amyloid-ß (Aß) negative (Aß-) individuals, the factors associated with these elevations and their role in neurodegeneration and cognitive decline are unknown. We aim to explore factors associated with elevated tau in CSF, and how these elevated tau are related to neurodegeneration and cognitive decline in the absence of Aß positivity. METHODS: We examined relationships between CSF p-Tau/Aß40, and CSF Aß42/Aß40, Aß PET, and white matter hyperintensities (WMH) as well as vascular risk factors in 149 cognitively unimpaired and 52 impaired individuals who were presumably not on the Alzheimer's disease (AD) pathway due to negative Aß status on both CSF and PET. Subgroups had 18F-fluorodeoxyglucose (FDG) PET and adjusted hippocampal volume (aHCV), and longitudinal measures of CSF, aHCV, FDG PET, and cognition data, so we examined CSF p-Tau/Aß40 associations with these measures as well. RESULTS: Elevated CSF p-Tau/Aß40 was associated with older age, male sex, greater WMH, and hypertension as well as a pattern of hippocampal atrophy and temporoparietal hypometabolism characteristic of AD. Lower CSF Aß42/Aß40, higher WMH, and hypertension but not age, sex, Aß PET, APOE-ε4 status, body mass index, smoking, and hyperlipidemia at baseline predicted CSF p-Tau/Aß40 increases over approximately 5 years of follow-up. The relationship between CSF p-Tau/Aß40 and subsequent cognitive decline was partially or fully explained by neurodegenerative measurements. CONCLUSIONS: These data provide surprising clues as to the etiology and significance of tau pathology in the absence of Aß. It seems likely that, in addition to age, both cerebrovascular disease and subthreshold levels of Aß are related to this tau accumulation. Crucially, this phenotype of CSF tau elevation in amyloid-negative individuals share features with AD such as a pattern of metabolic decline and regional brain atrophy.


Assuntos
Doença de Alzheimer , Disfunção Cognitiva , Doenças Vasculares , Adulto , Idoso , Doença de Alzheimer/diagnóstico por imagem , Peptídeos beta-Amiloides , Biomarcadores , Pré-Escolar , Disfunção Cognitiva/diagnóstico por imagem , Humanos , Masculino , Proteínas tau
7.
Neurology ; 94(14): e1512-e1524, 2020 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-32188766

RESUMO

OBJECTIVE: To examine the feasibility of using cross-sectional PET to identify cognitive decliners among ß-amyloid (Aß)-negative cognitively normal (CN) elderly adults. METHODS: We determined the highest Aß-affected region by ranking baseline and accumulation rates of florbetapir-PET regions in 355 CN elderly adults using 18F-florbetapir-PET from the Alzheimer's Disease Neuroimaging Initiative (ADNI). The banks of the superior temporal sulcus (BANKSSTS) were found as the highest Aß-affected region, and Aß positivity in this region was defined as above the lowest boundary of BANKSSTS standardized uptake value ratio of Aß+ (ADNI-defined COMPOSITE region) CN individuals. The entire CN cohort was divided as follows: stage 0, BANKSSTS-COMPOSITE-; stage 1, BANKSSTS+COMPOSITE-; and stage 2, BANKSSTS+COMPOSITE+. Linear mixed-effect (LME) models investigated subsequent longitudinal cognitive change, and 18F-flortaucipir (FTP)-PET was measured 4.8 ± 1.6 years later to track tau deposition. RESULTS: LME analysis revealed that individuals in stage 1 (n = 64) and stage 2 (n = 99) showed 2.5 (p < 0.05) and 4.8 (p < 0.001) times faster memory decline, respectively, than those in stage 0 (n = 191) over >4 years of mean follow-up. Compared to stage 0, both stage 1 (p < 0.05) and stage 2 (p < 0.001) predicted higher FTP in entorhinal cortex. CONCLUSIONS: Nominally Aß- CN individuals with high Aß in BANKSSTS are at increased risk of cognitive decline, probably showing an earlier stage of Aß deposition. Our findings may help elucidate the association between brain Aß accumulation and cognition in Aß- CN cohorts. CLASSIFICATION OF EVIDENCE: This study provides Class II evidence that in elderly CN individuals those with high PET-identified superior temporal sulcus Aß burden have an increased risk of cognitive decline.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Amiloidose/diagnóstico por imagem , Amiloidose/metabolismo , Idoso , Idoso de 80 Anos ou mais , Amiloidose/psicologia , Cognição , Disfunção Cognitiva , Estudos de Coortes , Estudos Transversais , Progressão da Doença , Córtex Entorrinal/diagnóstico por imagem , Córtex Entorrinal/metabolismo , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Testes Neuropsicológicos , Tomografia por Emissão de Pósitrons , Valor Preditivo dos Testes , Lobo Temporal/diagnóstico por imagem , Lobo Temporal/metabolismo , Proteínas tau/metabolismo
8.
Clin Chem ; 66(4): 587-597, 2020 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-32087019

RESUMO

BACKGROUND: Cerebrospinal fluid (CSF) amyloid-ß1-42 (Aß42) reliably detects brain amyloidosis based on its high concordance with plaque burden at autopsy and with amyloid positron emission tomography (PET) ligand retention observed in several studies. Low CSF Aß42 concentrations in normal aging and dementia are associated with the presence of fibrillary Aß across brain regions detected by amyloid PET imaging. METHODS: An LC-MS/MS reference method for Aß42, modified by adding Aß40 and Aß38 peptides to calibrators, was used to analyze 1445 CSF samples from ADNIGO/2 participants. Seventy runs were completed using 2 different lots of calibrators. For preparation of Aß42 calibrators and controls spiking solution, reference Aß42 standard with certified concentration was obtained from EC-JRC-IRMM (Belgium). Aß40 and Aß38 standards were purchased from rPeptide. Aß42 calibrators' accuracy was established using CSF-based Aß42 Certified Reference Materials (CRM). RESULTS: CRM-adjusted Aß42 calibrator concentrations were calculated using the regression equation Y (CRM-adjusted) = 0.89X (calibrators) + 32.6. Control samples and CSF pools yielded imprecision ranging from 6.5 to 10.2% (Aß42) and 2.2 to 7.0% (Aß40). None of the CSF pools showed statistically significant differences in Aß42 concentrations across 2 different calibrator lots. Comparison of Aß42 with Aß42/Aß40 showed that the ratio improved concordance with concurrent [18F]-florbetapir PET as a measure of fibrillar Aß (n = 766) from 81 to 88%. CONCLUSIONS: Long-term performance assessment substantiates our modified LC-MS/MS reference method for 3 Aß peptides. The improved diagnostic performance of the CSF ratio Aß42/Aß40 suggests that Aß42 and Aß40 should be measured together and supports the need for an Aß40 CRM.


Assuntos
Peptídeos beta-Amiloides/líquido cefalorraquidiano , Placa Amiloide/líquido cefalorraquidiano , Placa Amiloide/diagnóstico por imagem , Espectrometria de Massas em Tandem/métodos , Espectrometria de Massas em Tandem/normas , Doença de Alzheimer/líquido cefalorraquidiano , Doença de Alzheimer/diagnóstico por imagem , Compostos de Anilina , Biomarcadores/líquido cefalorraquidiano , Calibragem , Estudos de Casos e Controles , Cromatografia Líquida/métodos , Disfunção Cognitiva/líquido cefalorraquidiano , Disfunção Cognitiva/diagnóstico por imagem , Etilenoglicóis , Humanos , Fragmentos de Peptídeos/líquido cefalorraquidiano , Tomografia por Emissão de Pósitrons/métodos , Padrões de Referência , Reprodutibilidade dos Testes
9.
Neuroimage ; 150: 191-199, 2017 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-28232190

RESUMO

ß-amyloid (Aß) and tau pathology become increasingly prevalent with age, however, the spatial relationship between the two pathologies remains unknown. We examined local (same region) and non-local (different region) associations between these 2 aggregated proteins in 46 normal older adults using [18F]AV-1451 (for tau) and [11C]PiB (for Aß) positron emission tomography (PET) and 1.5T magnetic resonance imaging (MRI) images. While local voxelwise analyses showed associations between PiB and AV-1451 tracer largely in the temporal lobes, k-means clustering revealed that some of these associations were driven by regions with low tracer retention. We followed this up with a whole-brain region-by-region (local and non-local) partial correlational analysis. We calculated each participant's mean AV-1451 and PiB uptake values within 87 regions of interest (ROI). Pairwise ROI analysis demonstrated many positive PiB-AV-1451 associations. Importantly, strong positive partial correlations (controlling for age, sex, and global gray matter fraction, p<.01) were identified between PiB in multiple regions of association cortex and AV-1451 in temporal cortical ROIs. There were also less frequent and weaker positive associations of regional PiB with frontoparietal AV-1451 uptake. Particularly in temporal lobe ROIs, AV-1451 uptake was strongly predicted by PiB across multiple ROI locations. These data indicate that Aß and tau pathology show significant local and non-local regional associations among cognitively normal elderly, with increased PiB uptake throughout the cortex correlating with increased temporal lobe AV-1451 uptake. The spatial relationship between Aß and tau accumulation does not appear to be specific to Aß location, suggesting a regional vulnerability of temporal brain regions to tau accumulation regardless of where Aß accumulates.


Assuntos
Envelhecimento/patologia , Peptídeos beta-Amiloides/metabolismo , Lobo Temporal/patologia , Proteínas tau/metabolismo , Idoso , Idoso de 80 Anos ou mais , Peptídeos beta-Amiloides/análise , Compostos de Anilina , Carbolinas , Radioisótopos de Carbono , Feminino , Humanos , Interpretação de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos , Tiazóis , Proteínas tau/análise
10.
JAMA Neurol ; 73(10): 1208-1216, 2016 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-27532692

RESUMO

IMPORTANCE: Higher dietary intake of the essential fatty acid docosahexaenoic (DHA) has been associated with better cognitive performance in several epidemiological studies. Animal and in vitro studies also indicate that DHA prevents amyloid deposition in the brain. OBJECTIVE: To determine the association between serum DHA levels, cerebral amyloidosis, and the volumes of brain areas affected by Alzheimer disease. DESIGN, SETTINGS, AND PARTICIPANTS: Cross-sectional analysis of serum DHA levels together with measures of amyloid deposition (Pittsburgh Compound B index), brain volumes, and neuropsychological testing scores from 61 participants in the Aging Brain Study. The study was conducted between June 2008 and May 2013, and the data were analyzed between October 2015 and April 2016. Linear models were adjusted for age, sex, years of education, and apolipoprotein E status. MAIN OUTCOMES AND MEASURES: Serum DHA levels with cerebral amyloidosis measured using PIB PET. RESULTS: Samples were available from 61 Aging Brain Study participants (41 women and 20 men) who underwent amyloid PET imaging. The mean (SD) age of the participants was 77 (6) years and ranged from 67 to 88 years. Serum DHA levels (percentage of total fatty acids) were 23% lower in participants with cerebral amyloidosis than those without (0.97 vs 1.25, P = .007) and were inversely correlated with brain amyloid load (r = -0.32, P = .01) independent of age, sex, apolipoprotein E genotype, and years of education. Moreover, greater serum DHA levels were positively associated with brain volume in several subregions affected by AD, in particular the left subiculum (r = 0.38, P = .005) and the left entorhinal volumes (r = 0.51, P = .001). Serum DHA levels were also associated with nonverbal memory scores (r = 0.28, P = .03). CONCLUSIONS AND RELEVANCE: In this study, serum DHA levels were associated with pathogenesis of cerebral amyloidosis and with preservation of entorhinal and hippocampal volumes. These findings suggest an important role for DHA metabolism in brain amyloid deposition during the preclinical or early symptomatic stages of Alzheimer disease.


Assuntos
Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/metabolismo , Peptídeos beta-Amiloides/metabolismo , Amiloidose/diagnóstico por imagem , Amiloidose/metabolismo , Encefalopatias/diagnóstico por imagem , Encefalopatias/metabolismo , Ácidos Docosa-Hexaenoicos/sangue , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/sangue , Amiloidose/sangue , Compostos de Anilina , Encefalopatias/sangue , Estudos Transversais , Feminino , Humanos , Masculino , Tomografia por Emissão de Pósitrons , Tiazóis
11.
Neurology ; 84(7): 729-37, 2015 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-25609767

RESUMO

BACKGROUND: The goal of this study was to identify a clinical biomarker signature of brain amyloidosis in the Alzheimer's Disease Neuroimaging Initiative 1 (ADNI1) mild cognitive impairment (MCI) cohort. METHODS: We developed a multimodal biomarker classifier for predicting brain amyloidosis using cognitive, imaging, and peripheral blood protein ADNI1 MCI data. We used CSF ß-amyloid 1-42 (Aß42) ≤ 192 pg/mL as proxy measure for Pittsburgh compound B (PiB)-PET standard uptake value ratio ≥ 1.5. We trained our classifier in the subcohort with CSF Aß42 but no PiB-PET data and tested its performance in the subcohort with PiB-PET but no CSF Aß42 data. We also examined the utility of our biomarker signature for predicting disease progression from MCI to Alzheimer dementia. RESULTS: The CSF training classifier selected Mini-Mental State Examination, Trails B, Auditory Verbal Learning Test delayed recall, education, APOE genotype, interleukin 6 receptor, clusterin, and ApoE protein, and achieved leave-one-out accuracy of 85% (area under the curve [AUC] = 0.8). The PiB testing classifier achieved an AUC of 0.72, and when classifier self-tuning was allowed, AUC = 0.74. The 36-month disease-progression classifier achieved AUC = 0.75 and accuracy = 71%. CONCLUSIONS: Automated classifiers based on cognitive and peripheral blood protein variables can identify the presence of brain amyloidosis with a modest level of accuracy. Such methods could have implications for clinical trial design and enrollment in the near future. CLASSIFICATION OF EVIDENCE: This study provides Class II evidence that a classification algorithm based on cognitive, imaging, and peripheral blood protein measures identifies patients with brain amyloid on PiB-PET with moderate accuracy (sensitivity 68%, specificity 78%).


Assuntos
Amiloidose/diagnóstico , Amiloidose/patologia , Encéfalo/patologia , Cognição , Disfunção Cognitiva/sangue , Disfunção Cognitiva/patologia , Idoso , Algoritmos , Doença de Alzheimer/sangue , Doença de Alzheimer/genética , Doença de Alzheimer/patologia , Doença de Alzheimer/psicologia , Peptídeos beta-Amiloides/líquido cefalorraquidiano , Compostos de Anilina , Biomarcadores/sangue , Biomarcadores/líquido cefalorraquidiano , Disfunção Cognitiva/genética , Disfunção Cognitiva/psicologia , Estudos de Coortes , Bases de Dados Factuais , Progressão da Doença , Feminino , Humanos , Masculino , Testes Neuropsicológicos , Reconhecimento Automatizado de Padrão , Fragmentos de Peptídeos/líquido cefalorraquidiano , Tomografia por Emissão de Pósitrons , Sensibilidade e Especificidade , Tiazóis
12.
Neurol Genet ; 1(3): e22, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27066559

RESUMO

OBJECTIVE: We investigated the association between apoE protein plasma levels and brain amyloidosis and the effect of the top 10 Alzheimer disease (AD) risk genes on this association. METHODS: Our dataset consisted of 18 AD, 52 mild cognitive impairment, and 3 cognitively normal Alzheimer's Disease Neuroimaging Initiative 1 (ADNI1) participants with available [(11)C]-Pittsburgh compound B (PiB) and peripheral blood protein data. We used cortical pattern matching to study associations between plasma apoE and cortical PiB binding and the effect of carrier status for the top 10 AD risk genes. RESULTS: Low plasma apoE was significantly associated with high PiB SUVR, except in the sensorimotor and entorhinal cortex. For BIN1 rs744373, the association was observed only in minor allele carriers. For CD2AP rs9349407 and CR1 rs3818361, the association was preserved only in minor allele noncarriers. We did not find evidence for modulation by CLU, PICALM, ABCA7, BIN1, and MS4A6A. CONCLUSIONS: Our data show that BIN1 rs744373, CD2AP rs9349407, and CR1 rs3818361 genotypes modulate the association between apoE protein plasma levels and brain amyloidosis, implying a potential epigenetic/downstream interaction.

13.
Brain Imaging Behav ; 6(1): 1-15, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21901424

RESUMO

Amyloid imaging with [(11)C]Pittsburgh Compound-B (PiB) provides in vivo data on plaque deposition in those with, or at risk for, Alzheimer's disease (AD). We performed a gene-based association analysis of 15 quality-controlled amyloid-pathway associated candidate genes in 103 Alzheimer's Disease Neuroimaging Initiative participants. The mean normalized PiB uptake value across four brain regions known to have amyloid deposition in AD was used as a quantitative phenotype. The minor allele of an intronic SNP within DHCR24 was identified and associated with a lower average PiB uptake. Further investigation at whole-brain voxel-wise level indicated that non-carriers of the minor allele had higher PiB uptake in frontal regions compared to carriers. DHCR24 has been previously shown to confer resistance against beta-amyloid and oxidative stress-induced apoptosis, thus our findings support a neuroprotective role. Pathway-based genetic analysis of targeted molecular imaging phenotypes appears promising to help elucidate disease pathophysiology and identify potential therapeutic targets.


Assuntos
Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/genética , Amiloidose/diagnóstico por imagem , Amiloidose/genética , Perfilação da Expressão Gênica , Tomografia por Emissão de Pósitrons/métodos , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/epidemiologia , Amiloidose/epidemiologia , Compostos de Anilina , Benzotiazóis , Encéfalo/diagnóstico por imagem , Radioisótopos de Carbono , Estudos de Coortes , Bases de Dados Factuais/estatística & dados numéricos , Feminino , Genótipo , Humanos , Masculino , Fenótipo , Polimorfismo de Nucleotídeo Único , Fatores de Risco , Tiazóis
14.
Lancet Neurol ; 9(1): 119-28, 2010 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-20083042

RESUMO

Currently available evidence strongly supports the position that the initiating event in Alzheimer's disease (AD) is related to abnormal processing of beta-amyloid (Abeta) peptide, ultimately leading to formation of Abeta plaques in the brain. This process occurs while individuals are still cognitively normal. Biomarkers of brain beta-amyloidosis are reductions in CSF Abeta(42) and increased amyloid PET tracer retention. After a lag period, which varies from patient to patient, neuronal dysfunction and neurodegeneration become the dominant pathological processes. Biomarkers of neuronal injury and neurodegeneration are increased CSF tau and structural MRI measures of cerebral atrophy. Neurodegeneration is accompanied by synaptic dysfunction, which is indicated by decreased fluorodeoxyglucose uptake on PET. We propose a model that relates disease stage to AD biomarkers in which Abeta biomarkers become abnormal first, before neurodegenerative biomarkers and cognitive symptoms, and neurodegenerative biomarkers become abnormal later, and correlate with clinical symptom severity.


Assuntos
Doença de Alzheimer/patologia , Doença de Alzheimer/fisiopatologia , Biomarcadores/metabolismo , Encéfalo/patologia , Encéfalo/fisiopatologia , Modelos Neurológicos , Envelhecimento/genética , Envelhecimento/patologia , Envelhecimento/fisiologia , Doença de Alzheimer/genética , Peptídeos beta-Amiloides/líquido cefalorraquidiano , Peptídeos beta-Amiloides/metabolismo , Apolipoproteína E4/genética , Biomarcadores/líquido cefalorraquidiano , Encéfalo/diagnóstico por imagem , Transtornos Cognitivos/genética , Transtornos Cognitivos/patologia , Transtornos Cognitivos/fisiopatologia , Progressão da Doença , Humanos , Imageamento por Ressonância Magnética , Placa Amiloide/genética , Placa Amiloide/metabolismo , Placa Amiloide/patologia , Tomografia por Emissão de Pósitrons , Transdução de Sinais , Fatores de Tempo , Proteínas tau/líquido cefalorraquidiano , Proteínas tau/metabolismo
15.
Ann Neurol ; 64(4): 388-401, 2008 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-18991338

RESUMO

OBJECTIVE: Alzheimer's disease (AD) is found at autopsy in up to one third of patients with primary progressive aphasia (PPA), but clinical features that predict AD pathology in PPA are not well defined. We studied the relationships between language presentation, Abeta amyloidosis, and glucose metabolism in three PPA variants using [11C]-Pittsburgh compound B ([11C]PIB) and [18F]-labeled fluorodeoxyglucose positron emission tomography ([18F]FDG-PET). METHODS: Patients meeting PPA criteria (N = 15) were classified as logopenic aphasia (LPA), progressive nonfluent aphasia (PNFA), or semantic dementia (SD) based on language testing. [11C]PIB distribution volume ratios were calculated using Logan graphical analysis (cerebellar reference). [18F]FDG images were normalized to pons. Partial volume correction was applied. RESULTS: Elevated cortical PIB (by visual inspection) was more common in LPA (4/4 patients) than in PNFA (1/6) and SD (1/5) (p < 0.02). In PIB-positive PPA, PIB uptake was diffuse and indistinguishable from the pattern in matched AD patients (n = 10). FDG patterns were focal and varied by PPA subtype, with left temporoparietal hypometabolism in LPA, left frontal hypometabolism in PNFA, and left anterior temporal hypometabolism in SD. FDG uptake was significant asymmetric (favoring left hypometabolism) in PPA (p < 0.005) but not in AD. INTERPRETATION: LPA is associated with Abeta amyloidosis, suggesting that subclassification of PPA based on language features can help predict the likelihood of AD pathology. Language phenotype in PPA is closely related to metabolic changes that are focal and anatomically distinct between subtypes, but not to amyloid deposition patterns that are diffuse and similar to AD.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Afasia Primária Progressiva/classificação , Afasia Primária Progressiva/metabolismo , Glucose/metabolismo , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/metabolismo , Análise de Variância , Compostos de Anilina/metabolismo , Afasia Primária Progressiva/diagnóstico por imagem , Isótopos de Carbono/metabolismo , Demência/diagnóstico por imagem , Demência/metabolismo , Feminino , Fluordesoxiglucose F18/metabolismo , Humanos , Processamento de Imagem Assistida por Computador , Idioma , Testes de Linguagem , Masculino , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons/métodos , Tiazóis/metabolismo
16.
Neuroimage ; 21(1): 364-71, 2004 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-14741674

RESUMO

We evaluated the effects of estrogen and tamoxifen, a selective estrogen receptor modulator, on positron emission tomography (PET) measures of brain glucose metabolism and magnetic resonance imaging (MRI) measures of hippocampal atrophy. Three groups of postmenopausal women were studied, women taking estrogen (ERT+), women with breast cancer taking tamoxifen (TAM), and women not taking estrogen or tamoxifen (ERT-). All subjects received a PET scan, an MRI scan, and cognitive testing. The TAM group showed widespread areas of hypometabolism in the inferior and dorsal lateral frontal lobes relative to the other two groups. The ERT- group showed lower metabolism in the inferior frontal cortex and temporal cortex with respect to the ERT+ group. The TAM group also showed significantly lower semantic memory scores than the other two groups. Finally, the TAM group had smaller right hippocampal volumes than the ERT+ group, an effect that was of borderline significance. Both right and left hippocampal volumes were significantly smaller than the ERT+ group when a single outlier was removed. The ERT- group had hippocampal volumes that were intermediate to the other two groups. These findings provide physiological and anatomical evidence for neuroprotective effects of estrogen.


Assuntos
Antineoplásicos Hormonais/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Córtex Cerebral/efeitos dos fármacos , Terapia de Reposição de Estrogênios , Hipocampo/efeitos dos fármacos , Imageamento por Ressonância Magnética , Tamoxifeno/uso terapêutico , Tomografia Computadorizada de Emissão , Idoso , Antineoplásicos Hormonais/efeitos adversos , Atrofia , Atenção/efeitos dos fármacos , Glicemia/metabolismo , Córtex Cerebral/patologia , Aprendizagem por Discriminação/efeitos dos fármacos , Metabolismo Energético/efeitos dos fármacos , Feminino , Lobo Frontal/efeitos dos fármacos , Lobo Frontal/patologia , Hipocampo/patologia , Humanos , Memória de Curto Prazo/efeitos dos fármacos , Pessoa de Meia-Idade , Testes Neuropsicológicos , Reconhecimento Visual de Modelos/efeitos dos fármacos , Tamoxifeno/efeitos adversos , Lobo Temporal/efeitos dos fármacos , Lobo Temporal/patologia , Aprendizagem Verbal/efeitos dos fármacos
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