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Identification of an alternative splicing signature as an independent factor in colon cancer
BACKGROUND: Colon cancer is a common malignant tumor with a poor prognosis. Abnormal alternative splicing (AS) events played a part in the occurrence and metastasis of the tumor. We aimed to develop a survival-associated AS signature in colon cancer. METHODS: The Percent Spliced In values of AS even...
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/PMC7510085/ https://www.ncbi.nlm.nih.gov/pubmed/32962686 http://dx.doi.org/10.1186/s12885-020-07419-7 |
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author | Chen, Haitao Luo, Jun Guo, Jianchun |
author_facet | Chen, Haitao Luo, Jun Guo, Jianchun |
author_sort | Chen, Haitao |
collection | PubMed |
description | BACKGROUND: Colon cancer is a common malignant tumor with a poor prognosis. Abnormal alternative splicing (AS) events played a part in the occurrence and metastasis of the tumor. We aimed to develop a survival-associated AS signature in colon cancer. METHODS: The Percent Spliced In values of AS events were available in The Cancer Genome Atlas (TCGA) SpliceSeq database. Univariate Cox analysis was carried out to detect the prognosis-related AS events. We created a predictive model on account of the survival-associated AS events, which was further validated with a training-testing group design. Kaplan-Meier analysis was applied to assess patient survival. The area under curve (AUC) of receiver operating characteristic (ROC) was performed to evaluate the predictive values of this model. Meanwhile, the clinical relevance of the signature and its regulatory relationship with splicing factors (SFs) were also evaluated. RESULTS: In total, 2132 survival-related AS events were identified from colon cancer samples. We developed an eleven-AS signature, in which the 5-year AUC value was 0.911. Meanwhile, the AUC values at five years were 0.782 and 0.855 in the testing and entire cohort, respectively. Multivariate Cox regression displayed that the T category and the risk score of the signature were independent risk factors of colon cancer survival. Also, we constructed an SFs-AS network based on 11 SFs and 48 AS events. CONCLUSIONS: We identified an eleven-AS signature of colon cancer. This signature could be treated as an independent prognostic factor. |
format | Online Article Text |
id | pubmed-7510085 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-75100852020-09-24 Identification of an alternative splicing signature as an independent factor in colon cancer Chen, Haitao Luo, Jun Guo, Jianchun BMC Cancer Research Article BACKGROUND: Colon cancer is a common malignant tumor with a poor prognosis. Abnormal alternative splicing (AS) events played a part in the occurrence and metastasis of the tumor. We aimed to develop a survival-associated AS signature in colon cancer. METHODS: The Percent Spliced In values of AS events were available in The Cancer Genome Atlas (TCGA) SpliceSeq database. Univariate Cox analysis was carried out to detect the prognosis-related AS events. We created a predictive model on account of the survival-associated AS events, which was further validated with a training-testing group design. Kaplan-Meier analysis was applied to assess patient survival. The area under curve (AUC) of receiver operating characteristic (ROC) was performed to evaluate the predictive values of this model. Meanwhile, the clinical relevance of the signature and its regulatory relationship with splicing factors (SFs) were also evaluated. RESULTS: In total, 2132 survival-related AS events were identified from colon cancer samples. We developed an eleven-AS signature, in which the 5-year AUC value was 0.911. Meanwhile, the AUC values at five years were 0.782 and 0.855 in the testing and entire cohort, respectively. Multivariate Cox regression displayed that the T category and the risk score of the signature were independent risk factors of colon cancer survival. Also, we constructed an SFs-AS network based on 11 SFs and 48 AS events. CONCLUSIONS: We identified an eleven-AS signature of colon cancer. This signature could be treated as an independent prognostic factor. BioMed Central 2020-09-22 /pmc/articles/PMC7510085/ /pubmed/32962686 http://dx.doi.org/10.1186/s12885-020-07419-7 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 | Research Article Chen, Haitao Luo, Jun Guo, Jianchun Identification of an alternative splicing signature as an independent factor in colon cancer |
title | Identification of an alternative splicing signature as an independent factor in colon cancer |
title_full | Identification of an alternative splicing signature as an independent factor in colon cancer |
title_fullStr | Identification of an alternative splicing signature as an independent factor in colon cancer |
title_full_unstemmed | Identification of an alternative splicing signature as an independent factor in colon cancer |
title_short | Identification of an alternative splicing signature as an independent factor in colon cancer |
title_sort | identification of an alternative splicing signature as an independent factor in colon cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7510085/ https://www.ncbi.nlm.nih.gov/pubmed/32962686 http://dx.doi.org/10.1186/s12885-020-07419-7 |
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