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

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 estab...

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Detalles Bibliográficos
Autores principales: Wang, Fanchen, Xu, Xiaolin, Li, Xin, Yuan, Jia, Gao, Xuzhu, Wang, Chenglong, Guan, Wencai, Xu, Guoxiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10323881/
https://www.ncbi.nlm.nih.gov/pubmed/36734611
http://dx.doi.org/10.1002/1878-0261.13388
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author Wang, Fanchen
Xu, Xiaolin
Li, Xin
Yuan, Jia
Gao, Xuzhu
Wang, Chenglong
Guan, Wencai
Xu, Guoxiong
author_facet Wang, Fanchen
Xu, Xiaolin
Li, Xin
Yuan, Jia
Gao, Xuzhu
Wang, Chenglong
Guan, Wencai
Xu, Guoxiong
author_sort Wang, Fanchen
collection PubMed
description 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.
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spelling pubmed-103238812023-07-07 Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer Wang, Fanchen Xu, Xiaolin Li, Xin Yuan, Jia Gao, Xuzhu Wang, Chenglong Guan, Wencai Xu, Guoxiong Mol Oncol Research Articles 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. John Wiley and Sons Inc. 2023-02-11 /pmc/articles/PMC10323881/ /pubmed/36734611 http://dx.doi.org/10.1002/1878-0261.13388 Text en © 2023 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Wang, Fanchen
Xu, Xiaolin
Li, Xin
Yuan, Jia
Gao, Xuzhu
Wang, Chenglong
Guan, Wencai
Xu, Guoxiong
Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer
title Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer
title_full Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer
title_fullStr Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer
title_full_unstemmed Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer
title_short Target Finder of Transcription Factor (TFoTF): a novel tool to predict transcription factor‐targeted genes in cancer
title_sort target finder of transcription factor (tfotf): a novel tool to predict transcription factor‐targeted genes in cancer
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10323881/
https://www.ncbi.nlm.nih.gov/pubmed/36734611
http://dx.doi.org/10.1002/1878-0261.13388
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