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Comput Biol Med ; 42(2): 188-94, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22226646

RESUMO

Set enrichment analysis (SEA) is used to identify enriched biological categories/terms within high-throughput differential expression experiments. This is done by evaluating the proportion of differentially expressed genes against a background reference (BR). However, the choice of the "appropriate" BR is a perplexing problem and results will depend on it. Here, a visualization procedure that integrates results from several BRs and a stability analysis of enriched terms is presented as a tool to aid SEA. The multi-reference contrast method (MRCM) combines results from multiple BRs in a unique picture. The application of the proposed method was illustrated in one proteomic and three microarray experiments. The MRCM facilitates the exploration task involved in ontology analysis on proteomic/genomic experiments, where consensus terms were found to validate main experimental hypothesis. The use of more than one reference may provide new biological insights. The tool automatically highlights non-consensus terms assisting SEA.


Assuntos
Mineração de Dados/métodos , Bases de Dados Genéticas , Genômica/métodos , Terminologia como Assunto , Animais , Análise por Conglomerados , Eletroforese em Gel Bidimensional , Perfilação da Expressão Gênica , Humanos , Camundongos , Modelos Teóricos , Análise de Sequência com Séries de Oligonucleotídeos , Proteômica
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