Genome-wide identification of new Wnt-β-catenin target genes in the human genome using CART methodReportar como inadecuado




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BMC Genomics

, 11:348

First Online: 01 June 2010Received: 10 September 2009Accepted: 01 June 2010

Abstract

BackgroundThe importance of in silico predictions for understanding cellular processes is now widely accepted, and a variety of algorithms useful for studying different biological features have been designed. In particular, the prediction of cis regulatory modules in non-coding human genome regions represents a major challenge for understanding gene regulation in several diseases. Recently, studies of the Wnt signaling pathway revealed a connection with neurodegenerative diseases such as Alzheimer-s. In this article, we construct a classification tool that uses the transcription factor binding site motifs composition of some gene promoters to identify new Wnt-β-catenin pathway target genes potentially involved in brain diseases.

ResultsIn this study, we propose 89 new Wnt-β-catenin pathway target genes predicted in silico by using a method based on multiple Classification and Regression Tree CART analysis. We used as decision variables the presence of transcription factor binding site motifs in the upstream region of each gene. This prediction was validated by RT-qPCR in a sample of 9 genes. As expected, LEF1, a member of the T-cell factor-lymphoid enhancer-binding factor family TCF-LEF1, was relevant for the classification algorithm and, remarkably, other factors related directly or indirectly to the inflammatory response and amyloidogenic processes also appeared to be relevant for the classification. Among the 89 new Wnt-β-catenin pathway targets, we found a group expressed in brain tissue that could be involved in diverse responses to neurodegenerative diseases, like Alzheimer-s disease AD. These genes represent new candidates to protect cells against amyloid β toxicity, in agreement with the proposed neuroprotective role of the Wnt signaling pathway.

ConclusionsOur multiple CART strategy proved to be an effective tool to identify new Wnt-β-catenin pathway targets based on the study of their regulatory regions in the human genome. In particular, several of these genes represent a new group of transcriptional dependent targets of the canonical Wnt pathway. The functions of these genes indicate that they are involved in pathophysiology related to Alzheimer-s disease or other brain disorders.

Electronic supplementary materialThe online version of this article doi:10.1186-1471-2164-11-348 contains supplementary material, which is available to authorized users.

Christian Hödar, Rodrigo Assar, Marcela Colombres contributed equally to this work.

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Fuente: https://link.springer.com/article/10.1186/1471-2164-11-348



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