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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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 |
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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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