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Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor-targeted genes in cancer.

ABSTRACT: Transcription factors (TFs) are key players in the regulation of gene transcription in mammalian cells. Although high-throughput screening can be used to identify differentially expressed genes between comparable groups, the precision of the corresponding datasets is far from optimal. Here, we establish Target Finder of Transcription Factor (TFoTF), a method for the prediction of TF-targeted genes from genomic and cancer-related transcriptomic data. TFoTF can identify potential TF-targeted genes in large cancer datasets and efficiently estimate correlations between TFs and their targeted genes with a significant level of specificity, sensitivity, and precision. Overall, TFoTF is an easy-to-use tool that can be utilized to generate testable hypotheses in the context of cancer research projects.

SUBMITTER: Wang F

PROVIDER: S-EPMC10323881 | biostudies-literature | 2023 Jul

REPOSITORIES: biostudies-literature

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Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor-targeted genes in cancer.

Wang Fanchen F Xu Xiaolin X Li Xin X Yuan Jia J Gao Xuzhu X Wang Chenglong C Guan Wencai W Xu Guoxiong G

Molecular oncology 20230211 7

Transcription factors (TFs) are key players in the regulation of gene transcription in mammalian cells. Although high-throughput screening can be used to identify differentially expressed genes between comparable groups, the precision of the corresponding datasets is far from optimal. Here, we establish Target Finder of Transcription Factor (TFoTF), a method for the prediction of TF-targeted genes from genomic and cancer-related transcriptomic data. TFoTF can identify potential TF-targeted genes ...[more]

PMID: 36734611

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Project description:BackgroundIn the current era of high throughput genomics a major challenge is the genome-wide identification of target genes for specific transcription factors. Chromatin immunoprecipitation (ChIP) allows the isolation of in vivo binding sites of transcription factors and provides a powerful tool for examining gene regulation. Crosslinked chromatin is immunoprecipitated with antibodies against specific transcription factors, thus enriching for sequences bound in vivo by these factors in the immunoprecipitated DNA. Cloning and sequencing the immunoprecipitated sequences allows identification of transcription factor target genes. Routinely, thousands of such sequenced clones are used in BLAST searches to map their exact location in the genome and the genes located in the vicinity. These genes represent potential targets of the transcription factor of interest. Such bioinformatics analysis is very laborious if performed manually and for this reason there is a need for developing bioinformatic tools to automate and facilitate it.ResultsIn order to facilitate this analysis we generated TF Target Mapper (Transcription Factor Target Mapper). TF Target Mapper is a BLAST search tool allowing rapid extraction of annotated information on genes around each hit. It combines sequence cleaning/filtering, pattern searching and BLAST searches with extraction of information on genes located around each BLAST hit and comparisons of the output list of genes or gene ontology IDs with user-implemented lists. We successfully applied and tested TF Target Mapper to analyse sequences bound in vivo by the transcription factor GATA-1. We show that TF Target Mapper efficiently extracted information on genes around ChIPed sequences, thus identifying known (e.g. alpha-globin and zeta-globin) and potentially novel GATA-1 gene targets.ConclusionTF Target Mapper is a very efficient BLAST search tool that allows the rapid extraction of annotated information on the genes around each hit. It can contribute to the comprehensive bioinformatic transcriptome/regulome analysis, by providing insight into the mechanisms of action of specific transcription factors, thus helping to elucidate the pathways these factors regulate.

Dataset Information

Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor-targeted genes in cancer.

Publications

Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor-targeted genes in cancer.

Similar Datasets

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