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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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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. |
format | Online Article Text |
id | pubmed-10323881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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