Cargando…
Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer
Increasing evidence has suggested that long non-coding RNAs (lncRNAs) are critical regulators in the Toll-like receptors (TLR)-signaling network to modulate colorectal cancer (CRC) development and progression. However, the mechanism and clinical significance for lncRNAs regulating TLR signaling path...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7314994/ https://www.ncbi.nlm.nih.gov/pubmed/32626715 http://dx.doi.org/10.3389/fcell.2020.00503 |
_version_ | 1783550171693449216 |
---|---|
author | Chu, Yanjie Liu, Zhiqiang Liu, Jing Yu, Lei Zhang, Dekai Pei, Fenghua |
author_facet | Chu, Yanjie Liu, Zhiqiang Liu, Jing Yu, Lei Zhang, Dekai Pei, Fenghua |
author_sort | Chu, Yanjie |
collection | PubMed |
description | Increasing evidence has suggested that long non-coding RNAs (lncRNAs) are critical regulators in the Toll-like receptors (TLR)-signaling network to modulate colorectal cancer (CRC) development and progression. However, the mechanism and clinical significance for lncRNAs regulating TLR signaling pathways in CRC remained largely unknown. In this study, we performed an integrative network analysis of transcriptomics by focusing on a lncRNA-perturbed TLR-signaling network, identifying 280 lncRNAs and 122 mRNAs. We found a profound phenomenon that abnormal expression of some lncRNAs can perturb the TLR-signaling network to contribute to CRC development and progression. Furthermore, we identified a novel TLR-related prognostic gene signature (TLRLncSig) composed of three lncRNAs (MCHR2, AC011472.4, and AC063944.1), and one mRNA (CDKN2B). Utilizing TLRLncSig could classify CRC patients of training set into two groups with significantly different overall survival. The prognostic value of the TLRLncSig was further validated in the other two independent CRC datasets with different platforms. Results of multivariate and stratification analysis indicated that the TLRLncSig is an independent prognostic factor, and our study underscores the clinical significance of TLR-related lncRNAs in CRC development and progression. |
format | Online Article Text |
id | pubmed-7314994 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73149942020-07-02 Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer Chu, Yanjie Liu, Zhiqiang Liu, Jing Yu, Lei Zhang, Dekai Pei, Fenghua Front Cell Dev Biol Cell and Developmental Biology Increasing evidence has suggested that long non-coding RNAs (lncRNAs) are critical regulators in the Toll-like receptors (TLR)-signaling network to modulate colorectal cancer (CRC) development and progression. However, the mechanism and clinical significance for lncRNAs regulating TLR signaling pathways in CRC remained largely unknown. In this study, we performed an integrative network analysis of transcriptomics by focusing on a lncRNA-perturbed TLR-signaling network, identifying 280 lncRNAs and 122 mRNAs. We found a profound phenomenon that abnormal expression of some lncRNAs can perturb the TLR-signaling network to contribute to CRC development and progression. Furthermore, we identified a novel TLR-related prognostic gene signature (TLRLncSig) composed of three lncRNAs (MCHR2, AC011472.4, and AC063944.1), and one mRNA (CDKN2B). Utilizing TLRLncSig could classify CRC patients of training set into two groups with significantly different overall survival. The prognostic value of the TLRLncSig was further validated in the other two independent CRC datasets with different platforms. Results of multivariate and stratification analysis indicated that the TLRLncSig is an independent prognostic factor, and our study underscores the clinical significance of TLR-related lncRNAs in CRC development and progression. Frontiers Media S.A. 2020-06-18 /pmc/articles/PMC7314994/ /pubmed/32626715 http://dx.doi.org/10.3389/fcell.2020.00503 Text en Copyright © 2020 Chu, Liu, Liu, Yu, Zhang and Pei. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Chu, Yanjie Liu, Zhiqiang Liu, Jing Yu, Lei Zhang, Dekai Pei, Fenghua Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer |
title | Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer |
title_full | Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer |
title_fullStr | Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer |
title_full_unstemmed | Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer |
title_short | Characterization of lncRNA-Perturbed TLR-Signaling Network Identifies Novel lncRNA Prognostic Biomarkers in Colorectal Cancer |
title_sort | characterization of lncrna-perturbed tlr-signaling network identifies novel lncrna prognostic biomarkers in colorectal cancer |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7314994/ https://www.ncbi.nlm.nih.gov/pubmed/32626715 http://dx.doi.org/10.3389/fcell.2020.00503 |
work_keys_str_mv | AT chuyanjie characterizationoflncrnaperturbedtlrsignalingnetworkidentifiesnovellncrnaprognosticbiomarkersincolorectalcancer AT liuzhiqiang characterizationoflncrnaperturbedtlrsignalingnetworkidentifiesnovellncrnaprognosticbiomarkersincolorectalcancer AT liujing characterizationoflncrnaperturbedtlrsignalingnetworkidentifiesnovellncrnaprognosticbiomarkersincolorectalcancer AT yulei characterizationoflncrnaperturbedtlrsignalingnetworkidentifiesnovellncrnaprognosticbiomarkersincolorectalcancer AT zhangdekai characterizationoflncrnaperturbedtlrsignalingnetworkidentifiesnovellncrnaprognosticbiomarkersincolorectalcancer AT peifenghua characterizationoflncrnaperturbedtlrsignalingnetworkidentifiesnovellncrnaprognosticbiomarkersincolorectalcancer |