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Physiol Genomics ; 46(19): 699-724, 2014 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-25096367

RESUMO

Bioinformatic approaches are intended to provide systems level insight into the complex biological processes that underlie serious diseases such as cancer. In this review we describe current bioinformatic resources, and illustrate how they have been used to study a clinically important example: epithelial-to-mesenchymal transition (EMT) in lung cancer. Lung cancer is the leading cause of cancer-related deaths and is often diagnosed at advanced stages, leading to limited therapeutic success. While EMT is essential during development and wound healing, pathological reactivation of this program by cancer cells contributes to metastasis and drug resistance, both major causes of death from lung cancer. Challenges of studying EMT include its transient nature, its molecular and phenotypic heterogeneity, and the complicated networks of rewired signaling cascades. Given the biology of lung cancer and the role of EMT, it is critical to better align the two in order to advance the impact of precision oncology. This task relies heavily on the application of bioinformatic resources. Besides summarizing recent work in this area, we use four EMT-associated genes, TGF-ß (TGFB1), NEDD9/HEF1, ß-catenin (CTNNB1) and E-cadherin (CDH1), as exemplars to demonstrate the current capacities and limitations of probing bioinformatic resources to inform hypothesis-driven studies with therapeutic goals.


Assuntos
Biologia Computacional/métodos , Biologia Computacional/tendências , Transição Epitelial-Mesenquimal/fisiologia , Regulação Neoplásica da Expressão Gênica/fisiologia , Neoplasias Pulmonares/fisiopatologia , Modelos Biológicos , Transdução de Sinais/fisiologia , Proteínas Adaptadoras de Transdução de Sinal/genética , Caderinas/genética , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Fosfoproteínas/genética , Transdução de Sinais/genética , Fator de Crescimento Transformador beta1/genética , beta Catenina/genética
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