Decision trees for the analysis of genes involved in Alzheimer's disease pathology.

BACKGROUND: Alzheimer's disease (AD) is characterized by a gradual loss of memory, orientation, judgement and language. There is still no cure for this disorder. AD pathogenesis remains fairly unknown and its underlying molecular mechanisms are not yet fully understood. Several studies have shown that the abnormal accumulation of beta-amyloid and tau proteins occurs 10 to 20 years before the onset of symptoms of the disease, so it is extremely important to identify changes in the brain before the first symptoms. METHODS: We used decision trees to classify 31 individuals (9 healthy controls and 22 AD patients in three different stages of disease) according to the expression of 69 genes previously reported in a meta-analysis, plus the expression levels of APP, APOE, BACE1, NCSTN, PSEN1, PSEN2 and MAPT. We also included in our analysis the MMSE (Mini-Mental State Examination) scores and number of NFT (neurofibrillary tangles). RESULTS: Results allowed us to generate a model of classification values for different AD stages of severity, according to MMSE scores, and achieve the identification of the expression level of protein tau that may possibly determine the onset (incipient stage) of AD. DISCUSSION: We used decision trees to model the different stages of AD (severe, moderate, incipient and control) based on the meta-analysis of gene expression levels plus MMSE and NFT scores. Both classifiers reported the variable MMSE as most informative, however it we were found that the protein tau also an important role in the onset of AD.

Papel da proteína Tau na fisiopatologia da demência frontotemporal / The role of TAU protein in the pathophysiology of frontotemporal dementia

CONTEXTO: Sob a denominação demência frontotemporal (DFT) enquadram-se importantes síndromes demenciais de natureza degenerativa progressiva que acometem os lobos frontais e temporais em ambos os hemisférios. As DFTs podem ser agrupadas, segundo seus aspectos clínicos dominantes, em variante frontal, afasia progressiva não fluente e demência semântica. A proteína Tau tem papel importante na patogenia desses transtornos, e anormalidades conformacionais estão presentes em até 50 por cento dos casos de DFT esporádica. Do ponto de vista neuropatológico, as DFTs podem ser classificadas em Tau negativas e Tau positivas, estas últimas também classificadas entre as tauopatias. OBJETIVO: Neste trabalho será revisto o papel da proteína Tau na patogenia das DFTs. MÉTODOS: Busca simples no Scielo e na Pubmed por meio das palavras-chave: "tauopatias", "demência frontotemporal" e "proteína Tau". Foram revisados os artigos publicados a partir de 2000, e artigos anteriores de maior relevância, identificados a partir das referências estudadas. RESULTADOS: Dentre os trabalhos incluídos nesta análise, 12 abordam as tauopatias, sendo dez originais e sete de revisão. Foram identificados 20 artigos sobre DFT, sendo 16 artigos originais e quatro de revisão. CONCLUSÃO: A proteína Tau tem papel fundamental na patogenia das DFTs e outras doenças neurodegenerativas. O conhecimento desses mecanismos fisiopatológicos é o passo inicial para o desenvolvimento de estratégias terapêuticas.

BACKGROUND: Frontotemporal dementia (FTD) represents an important group of neurodegenerative diseases, affecting temporal and frontal lobes of both hemispheres. FTD can be divided into three clinical subsyndromes: frontal variant, non-fluent progressive aphasia, and semantic dementia. Abnormalities of the metabolism of Tau protein are present in the physiopathology of FTD, and is found in approximately 50 percent of sporadic cases, supporting the classification of the FTDs into Tau-negative and Tau-positive subtypes, the latter also called "Tauopathies". OBJECTIVE: To review the role of Tau in the pathophysiology of FTD. METHODS: Review of the literature on FTD published in the Pubmed and Scielo databases since the year 2000, using the keywords: Tau, Tauopathies, frontotemporal dementia. Relevant references previously published, as indicated in the reference list of selected articles, were also included. RESULTS: Through electronic search we identified 12 articles addressing Tauopathies (ten containing original data and seven reviews), and 20 articles (16 with original data and four reviews) on FTDs. CONCLUSIONS: There is consistent evidence in the literature to support the notion that Tau protein plays a crucial role in the pathogenesis of FTDs and other neurodegenerative dementias, and the knowledge on these mechanisms is necessary for the development of more specific therapies.

The rate of Tau synthesis is differentially regulated during postnatal development in mouse cerebellum.

1. Tau, which is a microtubule-associated protein, with mRNA targeted to the axon and growth cone, is involved in axonal elongation. During postnatal development in mouse, Tau expression in cerebellar granule cells is reduced afte the second postnatal week. The aim of this work was to study the regulation of the rate of the synthesis of Tau protein during the period of granule cell axonal growth in mouse cerebellum. 2. We found four [35S]methionine-labeled isoforms of Tau synthesized postnataly. Their levels remain constant from postnatal day 9 to 12 (P9-P12), and decreased by P20. 3. The rate of Tau synthesis showed differences with the rate of synthesis of total proteins. They also differ from proteins phosphatases 2A and 2B, both associated with the regulation of Tau function. In addition, the turnover of newly synthesized Tau increased at P20, compared with P9 and P12. 4. These results imply a specific developmental regulation of mRNA translation of Tau, and indicate that, after the period of synapse formation is complete, and therefore axonal growth has finished (P20), only a limited number of new Tau molecules are synthesized. This might reflect that, after synapse formation is complete, newly synthesized Tau molecules are not longer needed.