Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization

Various types of data, including genomic sequences, transcription factor (TF) knockout data, TF-DNA interaction and expression profiles, have been used to decipher TF regulatory mechanisms. However, most of the genes affected by knockout of a particular TF are not bound by that factor. Here, I showe...

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Main Author: Zhiming Dai
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Cells
Subjects:
Online Access:https://www.mdpi.com/2073-4409/8/7/754
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spelling doaj-defe227dd31545d9b72d271aa3afcb2a2020-11-25T01:42:51ZengMDPI AGCells2073-44092019-07-018775410.3390/cells8070754cells8070754Transcription Factors Indirectly Regulate Genes through Nuclear ColocalizationZhiming Dai0School of Data and Computer Science, Sun Yat-Sen University, Guangzhou 510006, ChinaVarious types of data, including genomic sequences, transcription factor (TF) knockout data, TF-DNA interaction and expression profiles, have been used to decipher TF regulatory mechanisms. However, most of the genes affected by knockout of a particular TF are not bound by that factor. Here, I showed that this interesting result can be partially explained by considering the nuclear positioning of TF knockout affected genes and TF bound genes. I found that a statistically significant number of TF knockout affected genes show nuclear colocalization with genes bound by the corresponding TF. Although these TF knockout affected genes are not directly bound by the corresponding TF; the TF tend to be in the same cellular component with the TFs that directly bind these genes. TF knockout affected genes show co-expression and tend to be involved in the same biological process with the spatially adjacent genes that are bound by the corresponding TF. These results demonstrate that TFs can regulate genes through nuclear colocalization without direct DNA binding, complementing the conventional view that TFs directly bind DNA to regulate genes. My findings will have implications in understanding TF regulatory mechanisms.https://www.mdpi.com/2073-4409/8/7/754nuclear architecturegene regulationtranscription factor
collection DOAJ
language English
format Article
sources DOAJ
author Zhiming Dai
spellingShingle Zhiming Dai
Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization
Cells
nuclear architecture
gene regulation
transcription factor
author_facet Zhiming Dai
author_sort Zhiming Dai
title Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization
title_short Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization
title_full Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization
title_fullStr Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization
title_full_unstemmed Transcription Factors Indirectly Regulate Genes through Nuclear Colocalization
title_sort transcription factors indirectly regulate genes through nuclear colocalization
publisher MDPI AG
series Cells
issn 2073-4409
publishDate 2019-07-01
description Various types of data, including genomic sequences, transcription factor (TF) knockout data, TF-DNA interaction and expression profiles, have been used to decipher TF regulatory mechanisms. However, most of the genes affected by knockout of a particular TF are not bound by that factor. Here, I showed that this interesting result can be partially explained by considering the nuclear positioning of TF knockout affected genes and TF bound genes. I found that a statistically significant number of TF knockout affected genes show nuclear colocalization with genes bound by the corresponding TF. Although these TF knockout affected genes are not directly bound by the corresponding TF; the TF tend to be in the same cellular component with the TFs that directly bind these genes. TF knockout affected genes show co-expression and tend to be involved in the same biological process with the spatially adjacent genes that are bound by the corresponding TF. These results demonstrate that TFs can regulate genes through nuclear colocalization without direct DNA binding, complementing the conventional view that TFs directly bind DNA to regulate genes. My findings will have implications in understanding TF regulatory mechanisms.
topic nuclear architecture
gene regulation
transcription factor
url https://www.mdpi.com/2073-4409/8/7/754
work_keys_str_mv AT zhimingdai transcriptionfactorsindirectlyregulategenesthroughnuclearcolocalization
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