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1.
Eur Neuropsychopharmacol ; 25(7): 1010-7, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25891378

RESUMO

Age at onset and APOE E4-genotype have been shown to influence clinical manifestation of Alzheimer's disease (AD). We investigated rate of decline in specific cognitive domains according to age at onset and APOE E4-genotype in patients with AD. 199 patients with probable AD underwent at least two annual neuropsychological assessments. Patients were classified according to age-at-onset (≤ 65 years vs >65 years) and APOE genotype (positive vs negative). The neuropsychological test battery compromised tests for memory, language, attention, executive and visuo-spatial functioning. For each domain compound z-scores were calculated, based on the baseline performance of patients. Average duration of follow-up was 1.5 ± 1 years. We used linear mixed models (LMM) to estimate effects of age, APOE and age⁎APOE on cognitive decline over time. At baseline, patients were 65 ± 8 years, 98(49%) were female and MMSE was 22 ± 4. LMM showed that early onset patients declined faster on executive functioning (ß ± SE:-0.09 ± 0.06) than late onset patients, but age was not related to decline in the other cognitive domains. APOE E4 negative patients declined faster on language than APOE E4 positive patients (ß ± SE:-0.1 ± 0.06). When we took age and APOE genotype into account simultaneously, we found that compared to late onset-E4 positive patients, early onset-E4 negative patients declined faster on language (ß ± SE:-0.36 ± 0.1), attention (ß ± SE:-0.42 ± 0.1), executive (ß ± SE:-0.41 ± 0.1) and visuo-spatial functioning (ß ± SE:-0.43 ± 0.1). Late onset-E4 negative and early onset-E4 positive patients showed intermediate rates of decline. We found no differences in decline on memory. We found that patients who develop AD despite absence of the two most important risk factors, show steepest cognitive decline on non-memory cognitive domains.


Assuntos
Doença de Alzheimer/complicações , Doença de Alzheimer/genética , Apolipoproteína E3/genética , Transtornos Cognitivos/etiologia , Transtornos da Memória/etiologia , Idade de Início , Idoso , Atenção , Função Executiva , Feminino , Humanos , Idioma , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Escalas de Graduação Psiquiátrica , Percepção Espacial
2.
Alzheimers Dement ; 10(5 Suppl): S299-305, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24210526

RESUMO

BACKGROUND: In Alzheimer's disease (AD), some patients present with cognitive impairment other than episodic memory disturbances. We evaluated whether occurrence of posterior atrophy (PA) and medial temporal lobe atrophy (MTA) could account for differences in cognitive domains affected. METHODS: In 329 patients with AD, we assessed five cognitive domains: memory, language, visuospatial functioning, executive functioning, and attention. Magnetic resonance imaging (MRI) was rated visually for the presence of MTA and PA. Two-way analyses of variance were performed with MTA and PA as independent variables, and cognitive domains as dependent variables. Gender, age, and education were covariates. As PA is often encountered in younger patients, analyses were repeated after stratification for age of onset (early onset, ≤65 years). RESULTS: The mean age of the participants was 67 years, 175 (53%) were female, and the mean Mini-Mental State Examination (score±standard deviation) was 20±5 points. Based on dichotomized magnetic resonance imaging ratings, 84 patients (26%) had MTA and PA, 98 (30%) had MTA, 57 (17%) had PA, and 90 (27%) had neither. MTA was associated with worse performance on memory, language, and attention (all, P<.05), and PA was associated with worse performance on visuospatial and executive functioning (both, P<.05). Stratification for age showed in patients with late-onset AD (n=173) associations between MTA and impairment on memory, language, visuospatial functioning, and attention (all, P<.05); in early-onset AD (n=156), patients with PA tended to perform worse on visuospatial functioning. CONCLUSIONS: Regional atrophy is related to impairment in specific cognitive domains in AD. The prevalence of PA in a large set of patients with AD and its association with cognitive functioning provides support for the usefulness of this visual rating scale in the diagnostic evaluation of AD.


Assuntos
Doença de Alzheimer/patologia , Doença de Alzheimer/psicologia , Encéfalo/patologia , Idade de Início , Idoso , Envelhecimento/patologia , Envelhecimento/psicologia , Doença de Alzheimer/fisiopatologia , Atrofia , Atenção , Transtornos Cognitivos/patologia , Transtornos Cognitivos/fisiopatologia , Escolaridade , Função Executiva , Feminino , Humanos , Idioma , Imageamento por Ressonância Magnética , Masculino , Memória , Entrevista Psiquiátrica Padronizada , Testes Neuropsicológicos , Caracteres Sexuais , Percepção Espacial
3.
Alzheimers Dement ; 9(3): 269-75, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-22846628

RESUMO

OBJECTIVE: In this study we investigated the relationships between cerebrospinal fluid (CSF) biomarkers (tau and amyloid-ß1-42 [Aß1-42]) and cognition or behavior in patients with frontotemporal dementia (the behavioral variant, bvFTD). METHODS: We included 58 patients with bvFTD. All patients underwent a neuropsychological assessment and lumbar puncture. Relationships between CSF biomarkers and cognition or behavior were assessed with linear regression analysis. RESULTS: After correction for age, sex, and education, CSF tau levels were found to be negatively related to the Visual Association Test (standardized ß = -0.3, P < .05), whereas CSF Aß1-42 levels were found to be positively related to the Mini-Mental State Examination (ß = 0.3, P < .05), the frontal assessment battery (ß = 0.5, P < .05), and digit span backwards test (ß = 0.3, P = .01). We did not find relations between CSF biomarkers and behavior (measured by the neuropsychiatric inventory). After excluding all patients with a CSF biomarker profile often seen in Alzheimer's disease (high levels of tau and low levels of Aß1-42), we still found relations between CSF Aß1-42 levels and Visual Association Test object naming (ß = 0.4, P < .05), as well as between CSF Aß1-42 levels and the frontal assessment battery (ß = 0.5, P < .05, but there was no relation between CSF tau and cognition. CONCLUSION: Low CSF Aß1-42 levels are associated with worse general cognitive function and worse executive function in patients with bvFTD. Our results provide circumstantial evidence for a pathophysiological role of Aß1-42 in bvFTD.


Assuntos
Transtornos Cognitivos/líquido cefalorraquidiano , Transtornos Cognitivos/diagnóstico , Demência Frontotemporal/líquido cefalorraquidiano , Demência Frontotemporal/diagnóstico , Idoso , Peptídeos beta-Amiloides/líquido cefalorraquidiano , Apolipoproteínas E/sangue , Biomarcadores/líquido cefalorraquidiano , Cognição/fisiologia , Feminino , Humanos , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Fragmentos de Peptídeos/líquido cefalorraquidiano , Proteínas tau/líquido cefalorraquidiano
4.
J Alzheimers Dis ; 30(1): 101-8, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22366769

RESUMO

Alzheimer's disease (AD) in younger patients is associated with a higher prevalence of atypical symptoms. We examined neuropsychological performance according to age-at-onset. We assessed cognition in 172 patients with AD (81 early and 91 late onset) in five cognitive domains (memory, language, visuo-spatial functioning, executive functioning, attention). Dementia severity was assessed using the Mini-Mental State Examination (MMSE) and global cognitive decline using Cambridge Cognitive Examination (CAMCOG). Analyses of variance were performed with age-at-onset as between-subjects factor, and gender and education as covariates. Analysis was repeated after stratification for dementia severity (based on median MMSE). In early onset AD, age (mean ± SD) was 60 ± 4 years; 44 (54%) were female. In late onset AD, age was 72 ± 5 years; 47 (52%) were female. Dementia severity and global cognitive decline did not differ between groups (early onset: MMSE: 20 ± 5, CAMCOG: 69 ± 15, late onset: MMSE: 21 ± 5, CAMCOG: 70 ± 15; p > 0.05). Early onset patients performed worse than late onset patients on visuo-spatial functioning (p < 0.01), executive functioning (p < 0.001), and attention (p < 0.01). Late onset patients performed worse on memory, although not significantly (p = 0.11). Stratification for dementia severity showed that in mildly demented early onset patients, memory function was remarkably preserved compared to late onset patients (p < 0.01). In moderate AD, differences in memory function disappeared, but early onset patients performed worse on visuo-spatial functioning (p < 0.01), executive functioning (p < 0.001), and attention (p < 0.01) than late onset patients. Adjustment for APOE left results unchanged. In conclusion, early onset AD presents with a different cognitive profile and the disease course seems different. Relative sparing of memory function in early stages stresses the need to adequately test other cognitive domains.


Assuntos
Doença de Alzheimer/complicações , Doença de Alzheimer/psicologia , Transtornos Cognitivos/complicações , Transtornos Cognitivos/diagnóstico , Idade de Início , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/epidemiologia , Doença de Alzheimer/genética , Apolipoproteínas E/genética , Atenção/fisiologia , Transtornos Cognitivos/epidemiologia , Demência/epidemiologia , Função Executiva/fisiologia , Feminino , Humanos , Idioma , Masculino , Memória/fisiologia , Entrevista Psiquiátrica Padronizada , Mutação/genética , Testes Neuropsicológicos , Presenilina-1/genética , Estudos Retrospectivos , Percepção Espacial/fisiologia
5.
Neurobiol Aging ; 33(3): 627.e1-627.e12, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21596458

RESUMO

Medial temporal lobe atrophy (MTA) is a recognized marker of Alzheimer's disease (AD), however, it can be prominent in frontotemporal lobar degeneration (FTLD). There is an increasing awareness that posterior atrophy (PA) is important in AD and may aid the differentiation of AD from FTLD. Visual rating scales are a convenient way of assessing atrophy in a clinical setting. In this study, 2 visual rating scales measuring MTA and PA were used to compare atrophy patterns in 62 pathologically-confirmed AD and 40 FTLD patients. Anatomical correspondence of MTA and PA was assessed using manually-delineated regions of the hippocampus and posterior cingulate gyrus, respectively. Both MTA and PA scales showed good inter- and intrarater reliabilities (kappa > 0.8). MTA scores showed a good correspondence with manual hippocampal volumes. Thirty percent of the AD patients showed PA in the absence of MTA. Adding the PA to the MTA scale improved discrimination of AD from FTLD, and early-onset AD from normal aging. These results underline the importance of considering PA in AD diagnosis, particularly in younger patients where medial temporal atrophy may be less conspicuous.


Assuntos
Doença de Alzheimer/patologia , Giro do Cíngulo/patologia , Hipocampo/patologia , Idoso , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/fisiopatologia , Atrofia , Progressão da Doença , Feminino , Degeneração Lobar Frontotemporal/diagnóstico , Degeneração Lobar Frontotemporal/patologia , Degeneração Lobar Frontotemporal/fisiopatologia , Giro do Cíngulo/fisiopatologia , Hipocampo/fisiopatologia , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Tamanho do Órgão/fisiologia , Índice de Gravidade de Doença , Lobo Temporal/patologia
6.
Eur Radiol ; 21(12): 2618-25, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-21805370

RESUMO

OBJECTIVE: To develop a visual rating scale for posterior atrophy (PA) assessment and to analyse whether this scale aids in the discrimination between Alzheimer's disease (AD) and other dementias. METHODS: Magnetic resonance imaging of 118 memory clinic patients were analysed for PA (range 0-3), medial temporal lobe atrophy (MTA) (range 0-4) and global cortical atrophy (range 0-3) by different raters. Weighted-kappas were calculated for inter- and intra-rater agreement. Relationships between PA and MTA with the MMSE and age were estimated with linear-regression analysis. RESULTS: Intra-rater agreement ranged between 0.93 and 0.95 and inter-rater agreement between 0.65 and 0.84. Mean PA scores were higher in AD compared to controls (1.6 ± 0.9 and 0.6 ± 0.7, p < 0.01), and other dementias (0.8 ± 0.8, p < 0.01). PA was not associated with age compared to MTA (B = 1.1 (0.8) versus B = 3.1 (0.7), p < 0.01)). PA and MTA were independently negatively associated with the MMSE (B = -1.6 (0.5), p < 0.01 versus B = -1.4 (0.5), p < 0.01). CONCLUSION: This robust and reproducible scale for PA assessment conveys independent information in a clinical setting and may be useful in the discrimination of AD from other dementias.


Assuntos
Doença de Alzheimer/diagnóstico , Transtornos Cognitivos/diagnóstico , Imageamento por Ressonância Magnética , Lobo Parietal/patologia , Doença de Alzheimer/patologia , Atrofia/diagnóstico , Transtornos Cognitivos/patologia , Feminino , Humanos , Modelos Lineares , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade
7.
Alzheimer Dis Assoc Disord ; 24(3): 242-7, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20683185

RESUMO

INTRODUCTION: The presence of frontal and/or temporal atrophy on neuroimaging has been designated as supportive in the clinical consensus criteria for behavioral variant frontotemporal dementia (bvFTD). As magnetic resonance imaging (MRI) has a relatively low sensitivity for bvFTD, a substantial proportion of patients may present with a normal MRI. Thus, there may be clinical differences between patients with and without lobar abnormalities on MRI. We compared clinical characteristics of bvFTD patients with frontotemporal lobar atrophy on MRI to those lacking the typical pattern at presentation. METHODS: MRIs of 49 patients from our memory clinic, diagnosed with bvFTD were rated for the presence or absence of frontal and/or temporal atrophy. Demographic, behavioral, and cognitive features were compared between subjects with and without typical bvFTD atrophy pattern. RESULTS: Twenty-three patients showed lobar atrophy on MRI, whereas 26 patients lacked the characteristic frontotemporal lobar atrophy, including 13 patients with a normal MRI and 13 with other abnormalities. Disinhibition occurred more often in the group with frontal and/or temporal atrophy on MRI compared with the group with other abnormalities, whereas imitation did not occur in patients lacking the typical bvFTD atrophy pattern. No differences were found in neuropsychologic profiles. There was a trend for a lower mean Clinical Dementia Rating and less severe language impairment in patients with a normal MRI compared with the group with frontal and/or temporal atrophy. CONCLUSIONS: The clinical phenotype of FTD cannot be predicted by the presence or absence of lobar atrophy on MRI, although imitation and disinhibition are more prevalent in bvFTD patients with characteristic MRI abnormalities. Furthermore, patients with a normal MRI seem to be less severely demented in comparison to patients with frontal and/or temporal atrophy.


Assuntos
Demência/patologia , Lobo Frontal/patologia , Degeneração Lobar Frontotemporal/patologia , Lobo Temporal/patologia , Atrofia , Estudos de Casos e Controles , Demência/diagnóstico , Demência/psicologia , Feminino , Degeneração Lobar Frontotemporal/psicologia , Humanos , Transtornos da Linguagem/patologia , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Países Baixos , Testes Neuropsicológicos , Comportamento Social
8.
Alzheimer Dis Assoc Disord ; 24(3): 303-7, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20683187

RESUMO

The objective of the study was to illustrate the utility of positron emission tomography (PET) imaging using [C]PIB and [F]FDDNP together with cerebrospinal fluid (CSF) measures of amyloid-beta1 to 42 (Abeta42), total tau (t-tau) and tau phosphorylated at threonine 181 (p-tau) in the in vivo diagnosis of specific dementia syndromes. Two siblings fulfilling diagnostic criteria for familial Alzheimer's disease (AD) were investigated using [C]PIB and [F]FDDNP PET in combination with CSF measures of Abeta42, t-tau and p-tau. PET data were compared with paired [C]PIB and [F]FDDNP data from age-matched sporadic AD patients (n=9) and healthy controls (n=6). [C]PIB retention and CSF levels of Abeta42 in both patients resembled those of controls suggesting the presence of nonamyloid pathology. Genetic testing confirmed the absence of mutations in the presenilin 1 gene in 1 patient; subsequent testing revealed the R406W tau mutation in both individuals leading to a diagnosis of frontotemporal dementia [F]FDDNP retention broadly correlated with CSF levels of t-tau and p-tau. Despite both individuals harbouring the same mutation, [F]FDDNP retention and CSF t-tau and p-tau were elevated in 1 patient, but not in the other. [C]PIB imaging and CSF measures of Abeta42 are useful in refuting the presence of underlying amyloid pathology. This, in combination with elevated levels of CSF t-tau and p-tau, has potential value in differential diagnosis of frontotemporal dementia from AD.


Assuntos
Doença de Alzheimer/líquido cefalorraquidiano , Proteínas tau/líquido cefalorraquidiano , Proteínas tau/genética , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/genética , Peptídeos beta-Amiloides/líquido cefalorraquidiano , Compostos de Anilina , Benzotiazóis , Biomarcadores/líquido cefalorraquidiano , Encéfalo/patologia , Demência/líquido cefalorraquidiano , Demência/diagnóstico , Demência/diagnóstico por imagem , Diagnóstico Diferencial , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Nitrilas , Fragmentos de Peptídeos/líquido cefalorraquidiano , Tomografia por Emissão de Pósitrons/métodos , Presenilina-1/genética , Tiazóis , Treonina/metabolismo , Proteínas tau/metabolismo
9.
J Alzheimers Dis ; 19(4): 1401-8, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20061618

RESUMO

Alzheimer's disease (AD) is the most common cause of dementia at older age. Although less prevalent before the age of 65 years, it is still the most frequent cause of early-onset dementia followed by frontotemporal dementia. The typical presentation of AD is memory dysfunction, however, presentations with prominent cognitive impairment in other domains besides memory, like prominent apraxia, language problems, or executive dysfunction, may occur and are relatively more common in early-onset AD. In this retrospective descriptive study, we determined the prevalence of non-memory presentations in a large sample of early-onset AD patients compared to late-onset AD. The clinical files of 270 patients with AD starting before the age of 65 years and 90 patients with late-onset AD ( 65 years) were reviewed to assess clinical characteristics. Patients were classified as memory presentation and non-memory presentation according to their clinical presentation. The mean age of the early-onset group was 56 +/- 5 years and 74 +/- 6 years for the late-onset group. A third of the early-onset AD group presented with non-memory symptoms compared to only 6% in the late-onset group (p < 0.001). Within the group with non-memory presentations, apraxia/visuospatial dysfunction was the most prevalent presenting symptom (12%). Patients with early-onset AD often present with a non-memory phenotype, of which apraxia/visuospatial dysfunction is the most common presenting symptom. Atypical presentations of AD should be considered in the clinical differential diagnosis of early-onset dementia.


Assuntos
Doença de Alzheimer/epidemiologia , Doença de Alzheimer/patologia , Encéfalo/patologia , Fatores Etários , Idade de Início , Idoso , Doença de Alzheimer/diagnóstico , Feminino , Humanos , Masculino , Transtornos da Memória/diagnóstico , Transtornos da Memória/epidemiologia , Pessoa de Meia-Idade , Testes Neuropsicológicos , Índice de Gravidade de Doença
10.
Stroke ; 40(4): 1269-74, 2009 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-19228848

RESUMO

BACKGROUND AND PURPOSE: We sought to determine the predictive value of magnetic resonance imaging measures of vascular disease (white matter hyperintensities [WMHs], lacunes, microbleeds, and infarcts) compared with atrophy on the progression of mild cognitive impairment to dementia. METHODS: We included 152 consecutive patients with mild cognitive impairment. Baseline magnetic resonance imaging was used to determine the presence of medial temporal lobe atrophy and vascular disease (presence of lacunes, microbleeds, and infarcts was determined, and WMHs were rated on a semiquantitative scale). Patients were followed up for 2+/-1 years. RESULTS: Seventy-two (47%) patients progressed to dementia during follow-up. Of these, 56 (37%) patients were diagnosed with Alzheimer's disease, and 16 (10%) patients were diagnosed with a non-Alzheimer dementia (including vascular dementia, frontotemporal lobar degeneration, and Parkinson dementia). Converters were older and had a lower Mini-Mental State Examination score at baseline. On baseline magnetic resonance imaging, patients who progressed to a non-Alzheimer dementia showed more severe WMHs and had a higher prevalence of lacunes in the basal ganglia and microbleeds compared with nonconverters. Cox proportional-hazard models showed that, adjusted for age and sex, baseline medial temporal lobe atrophy (hazard ratio=2.9; 95% CI, 1.7 to 5.3), but not vascular disease, was associated with progression to Alzheimer's disease. By contrast, deep WMHs (hazard ratio=5.7; 95% CI, 1.2 to 26.7) and periventricular hyperintensities (hazard ratio=6.5; 95% CI, 1.4 to 29.8) predicted progression to non-Alzheimer dementia. Furthermore, microbleeds (hazard ratio=2.6; 95% CI, 0.9 to 7.5) yielded a >2-fold increased, though nonsignificant, risk of non-Alzheimer dementia. CONCLUSIONS: Medial temporal lobe atrophy and markers of cerebrovascular disease predict the development of different types of dementia in mild cognitive impairment patients.


Assuntos
Transtornos Cognitivos/patologia , Demência Vascular/patologia , Imageamento por Ressonância Magnética , Lobo Temporal/patologia , Idoso , Idoso de 80 Anos ou mais , Atrofia , Doença Cerebrovascular dos Gânglios da Base/epidemiologia , Doença Cerebrovascular dos Gânglios da Base/patologia , Doença Cerebrovascular dos Gânglios da Base/fisiopatologia , Hemorragia Cerebral/epidemiologia , Hemorragia Cerebral/patologia , Hemorragia Cerebral/fisiopatologia , Transtornos Cognitivos/epidemiologia , Transtornos Cognitivos/fisiopatologia , Demência Vascular/epidemiologia , Demência Vascular/fisiopatologia , Progressão da Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prevalência , Modelos de Riscos Proporcionais , Fatores de Risco , Índice de Gravidade de Doença
11.
Dement Geriatr Cogn Disord ; 26(2): 147-52, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18679029

RESUMO

BACKGROUND/AIMS: Our objective was to compare the mortality risks of patients with early- and late-onset dementia with non-demented controls of the same age range and to analyse the mortality risks in subtypes of dementia. METHODS: We included 1,203 subjects from our memory clinic. Patients with dementia were subdivided into 2 groups, with early- (<65 years) or late-onset dementia (>or=65 years), and compared with non-demented controls of the same age range. We used Cox proportional hazard models to estimate mortality risks. RESULTS: When compared to non-demented controls of the same age range, the patients with early-onset dementia had a strongly elevated mortality risk [hazard ratio (95% confidence interval) = 43.3 (3.1-600.4)], while those with late-onset dementia had a moderately increased mortality risk compared to older controls [hazard ratio (95% confidence interval) = 3.4 (1.8-6.2)]. An additional analysis showed that, adjusted for age, Alzheimer's disease seemed to have the most benign course, with a fourfold increased mortality risk. Dementia with Lewy bodies and vascular dementia (frequently seen at older age) and frontotemporal lobar degeneration and 'other dementias' (often found at younger age) had a six- to eightfold increased mortality risk. CONCLUSION: Dementia is a risk factor for death. Especially in young patients the impact of dementia on mortality is high.


Assuntos
Doença de Alzheimer/mortalidade , Demência Vascular/mortalidade , Doença por Corpos de Lewy/mortalidade , Distribuição por Idade , Idade de Início , Idoso , Instituições de Assistência Ambulatorial/estatística & dados numéricos , Estudos de Coortes , Feminino , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Prevalência , Modelos de Riscos Proporcionais , Fatores de Risco
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