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Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer
BACKGROUND: KLF5 is a member of the Kruppel-like factor, subfamily of zinc finger proteins that are involved in cancers. KLF5 functions as a transcription factor and regulates the diverse protein-coding genes (PCGs) in colorectal cancer (CRC). However, the long non-coding RNAs (lncRNAs) regulated by...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7487661/ https://www.ncbi.nlm.nih.gov/pubmed/32943987 http://dx.doi.org/10.1186/s12935-020-01527-x |
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author | Liao, Qi Chen, Linbo Zhang, Ning Xi, Yang Hu, Shiyun Ng, Derry Minyao Ahmed, Fatma Yislam Hadi Zhao, Guofang Fan, Xiaoxiang Xie, Yangyang Dai, Xiaoyu Jin, Yanping Ge, Jiaxin Dong, Changzheng Zhang, Xinjun Guo, Junming |
author_facet | Liao, Qi Chen, Linbo Zhang, Ning Xi, Yang Hu, Shiyun Ng, Derry Minyao Ahmed, Fatma Yislam Hadi Zhao, Guofang Fan, Xiaoxiang Xie, Yangyang Dai, Xiaoyu Jin, Yanping Ge, Jiaxin Dong, Changzheng Zhang, Xinjun Guo, Junming |
author_sort | Liao, Qi |
collection | PubMed |
description | BACKGROUND: KLF5 is a member of the Kruppel-like factor, subfamily of zinc finger proteins that are involved in cancers. KLF5 functions as a transcription factor and regulates the diverse protein-coding genes (PCGs) in colorectal cancer (CRC). However, the long non-coding RNAs (lncRNAs) regulated by KLF5 in CRC are currently unknown. METHODS: In this study, we first designed a computational pipeline to determine the PCG and lncRNA targets of KLF5 in CRC. Then we analyzed the motif pattern of the binding regions for the lncRNA targets. The regulatory co-factors of KLF5 were then searched for through bioinformatics analysis. We also constructed a regulatory network for KLF5 and annotated its functions. Finally, one of the KLF5 lncRNA targets, SNHG12, was selected to further explore its expression pattern and functions in CRC. RESULTS: We were able to identify 19 lncRNA targets of KLF5 and found that the motifs of the lncRNA binding sites were GC-enriched. Next, we pinpointed the transcription factors AR and HSF1 as the regulatory co-factors of KLF5 through bioinformatics analysis. Then, through the analysis of the regulatory network, we found that KLF5 may be involved in DNA replication, DNA repair, and the cell cycle. Furthermore, in the cell cycle module, the SNHG12 up-regulating expression pattern was verified in the CRC cell lines and tissues, associating it to CRC invasion and distal metastasis. This indicates that SNHG12 may play a critical part in CRC tumorigenesis and progression. Additionally, expression of SNHG12 was found to be down-regulated in CRC cell lines when KLF5 expression was knocked-down by siRNA; and a strong correlation was observed between the expression levels of SNHG12 and KLF5, further alluding to their regulatory relationship. CONCLUSIONS: In conclusion, the network analysis of KLF5 targets indicates that SNHG12 may be a significant lncRNA in CRC. |
format | Online Article Text |
id | pubmed-7487661 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74876612020-09-16 Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer Liao, Qi Chen, Linbo Zhang, Ning Xi, Yang Hu, Shiyun Ng, Derry Minyao Ahmed, Fatma Yislam Hadi Zhao, Guofang Fan, Xiaoxiang Xie, Yangyang Dai, Xiaoyu Jin, Yanping Ge, Jiaxin Dong, Changzheng Zhang, Xinjun Guo, Junming Cancer Cell Int Primary Research BACKGROUND: KLF5 is a member of the Kruppel-like factor, subfamily of zinc finger proteins that are involved in cancers. KLF5 functions as a transcription factor and regulates the diverse protein-coding genes (PCGs) in colorectal cancer (CRC). However, the long non-coding RNAs (lncRNAs) regulated by KLF5 in CRC are currently unknown. METHODS: In this study, we first designed a computational pipeline to determine the PCG and lncRNA targets of KLF5 in CRC. Then we analyzed the motif pattern of the binding regions for the lncRNA targets. The regulatory co-factors of KLF5 were then searched for through bioinformatics analysis. We also constructed a regulatory network for KLF5 and annotated its functions. Finally, one of the KLF5 lncRNA targets, SNHG12, was selected to further explore its expression pattern and functions in CRC. RESULTS: We were able to identify 19 lncRNA targets of KLF5 and found that the motifs of the lncRNA binding sites were GC-enriched. Next, we pinpointed the transcription factors AR and HSF1 as the regulatory co-factors of KLF5 through bioinformatics analysis. Then, through the analysis of the regulatory network, we found that KLF5 may be involved in DNA replication, DNA repair, and the cell cycle. Furthermore, in the cell cycle module, the SNHG12 up-regulating expression pattern was verified in the CRC cell lines and tissues, associating it to CRC invasion and distal metastasis. This indicates that SNHG12 may play a critical part in CRC tumorigenesis and progression. Additionally, expression of SNHG12 was found to be down-regulated in CRC cell lines when KLF5 expression was knocked-down by siRNA; and a strong correlation was observed between the expression levels of SNHG12 and KLF5, further alluding to their regulatory relationship. CONCLUSIONS: In conclusion, the network analysis of KLF5 targets indicates that SNHG12 may be a significant lncRNA in CRC. BioMed Central 2020-09-07 /pmc/articles/PMC7487661/ /pubmed/32943987 http://dx.doi.org/10.1186/s12935-020-01527-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Primary Research Liao, Qi Chen, Linbo Zhang, Ning Xi, Yang Hu, Shiyun Ng, Derry Minyao Ahmed, Fatma Yislam Hadi Zhao, Guofang Fan, Xiaoxiang Xie, Yangyang Dai, Xiaoyu Jin, Yanping Ge, Jiaxin Dong, Changzheng Zhang, Xinjun Guo, Junming Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer |
title | Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer |
title_full | Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer |
title_fullStr | Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer |
title_full_unstemmed | Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer |
title_short | Network analysis of KLF5 targets showing the potential oncogenic role of SNHG12 in colorectal cancer |
title_sort | network analysis of klf5 targets showing the potential oncogenic role of snhg12 in colorectal cancer |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7487661/ https://www.ncbi.nlm.nih.gov/pubmed/32943987 http://dx.doi.org/10.1186/s12935-020-01527-x |
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